Weberian Social Status Reimagined: A Sociological and Empirical Critique of Existing Status Measures and a Viable Alternative

Abstract

This paper re-considers social status in contemporary Britian by duplicating prior analysis from Chan and Goldthorpe (2004, 2007). I analyse the occupational structure of marriage, cultural consumption, friendship closeness, and monopolistic acquisition to construct a measure of social status. This measure is directly compared with the Chan-Goldthorpe scale and the Cambridge scale to make theoretical and empirical arguments in favour of using my measure as an appropriate Weberian determinant of social status. This paper examines the relationship between social status and the epiphenomenal role it has with education, income and social class. I also identify multiple models based on economic life chances, cultural consumption, social attitudes, and behaviours to directly compare multiple status-based measures. As regards to my measure of social status, evidence suggests that this measure is much more sensitive compared to alternatives and more adequately captures the status/class relationship evidenced in British society and outlined in Weberian social theory. This new social status measure captures a more accurate Weberian distinction of social status and builds upon important empirical literature set out in the work of Chan and Goldthorpe (2004, 2007).

Key Terms: Social Stratification, Social Status, Weber, Social Class, Life Chances, Cultural Consumption, Friendship, Marriage

Introduction

Social stratification in British sociology is dominated by discussions of social class. Whilst there has been a resurgence in discussing social status as its own unique concept (Chan and Goldthorpe, 2004, 2007, 2010, 2010; Goldthorpe, 2012; Baumann, 2019; Chan, 2019c, 2019b, 2019a; Hanquinet, 2019; Karademir Hazır, 2019; Lambert, 2019; Laurison, 2019; Lizardo, 2019; Paalgard Flemmen, Jarness and Rosenlund, 2019), debate has mostly centred on one or two operationalised measures.

This paper seeks to open the debate once more by first critiquing conceptually, then producing empirically a contrasting measure to the most dominant conceptualisation of social status within British sociology – social status as defined by Chan and Goldthorpe (2004, 2007), henceforth defined as the Chan-Goldthorpe scale.

The Chan-Goldthorpe scale purports to be a measure of social status that derives itself from Weberian social theory. Weber differentiates social class, social status, and party as three main forces of stratification (Weber, 2019). Weber defines status groupings as real ‘communities’ compared with social classes that are not. Every component of positive or negative social estimation of honour makes up an individual’s status situation. That estimation of honour derives itself from an expected style of life and behavioural acts in accordance to those within the same social ‘circle’, the formal mode of cultivation, and the prestige of birth and/or occupation (Weber, 2019). These behavioural acts are monopolised through restrictive social closure via occupational sorting and material goods and opportunities, and are reified through social intercourse and inter-marriage (Weber, 2013). The monopolisation of goods and opportunities especially provides status qualifications and disqualifications dependent upon the level of status privilege one’s grouping belongs to. The performance of specific occupational labour, for example manual over non-manual labour is restricted to a less privileged status situation (Weber, 2013). Whereas social class is stratified according to the relations of production and acquisition of goods, social status is stratified according to the principles of the consumption of goods and styles of life (Weber, 2013).

This paper formally contends with the Weberian distinction of social status, for other debates surrounding other theoretical orientations of status see (Baumann, 2019; Hanquinet, 2019; Lizardo, 2019). Weber clearly defines four key aspects of social status. The first is a social circle that is derived through occupation and reified through homophilic association via either friendship or intermarriage. The second, related to the first, is a form of social intercourse within these closed communities. The third, is a form of monopolistic acquisition of key goods and opportunities that provide differentiating circumstances. The fourth, is the type of consumption individuals engage in, that is dependent upon their status situation. These four key concepts are what define Weberian social status.

The primary contention of this paper is that whilst the Chan-Goldthorpe scale is a good starting point, it does not fully account for a Weberian definition of social status. The Chan-Goldthorpe scale is solely operationalised around the occupational group and friendship associations. The scale itself adopts the Weberian view that “An occupational group is normally considered a status group as it normally successfully claims a type of social honour only by virtue of a special style of life” (Weber, 2013: 193). This justification can be found in Chan and Goldthorpe (2004), albeit under the auspices of adopting the approach pioneered first by Laumann (Laumann, 1966, 1973; Laumann and Guttman, 1966). Chan and Goldthorpe thus justify their approach based on two assumptions, the first is that “in modern societies occupation is one of the most salient characteristics to which status attaches” (Chan and Goldthorpe, 2004: 385). The second assumption is that the “recurrent association is a good indicator of a state of social equality between individuals and is, moreover, a better indicator of such quality” (Chan and Goldthorpe, 2004: 385).

This paper contends that the Chan-Goldthorpe scale relies only partially upon a Weberian framework of social status and as such any claim to “return to Max Weber’s distinction between class and status…” (Chan and Goldthorpe, 2007: 512) presents an erroneous view of a ‘Weberian’ measure of social status. This paper does not disagree with the assumption that occupation is the most salient characteristic to which status attaches itself too, however by failing to account for the other aspects of a Weberian definition of social status there is a likelihood to produce imprecise conclusions based upon a partial Weberian measure of social status.

Methods

To fully account for a return to Max Weber’s distinction of status, the inclusion of all four key definitional aspects needs to be considered. The methodological route that Chan and Goldthorpe (2004) have taken, is a viable starting point. This paper will partially adopt the methods set out in their prior work by conducting Multi-Dimensional Scaling (MDSCAL) (Bartholomew, Steele and Moustaki, 2008) – though this paper takes the view that marriage formations is a much stronger identification of homophilic association rather than friendship. MDSCAL analysis will take place and the resultant dimensions will be directly compared with the Chan and Goldthorpe (2004) paper. The basic data consists of a contingency table constructed of current occupational title of individual versus current occupational title of partners. This contingency table then provided a matrix of dissimilarity that was then used in multi-dimensional scaling (MDSCAL) methods. This method follows a similar pattern as laid out in other papers. First ‘outflow’ percentages were calculated from the contingency table, which was used to construct a matrix of marriage partners by occupational title. This provided the index of dissimilarity using the half-matrix at the diagonal to input into MDSCAL analysis.

A comparison will be made between the Chan-Goldthorpe scale, my own scale construction, and the introduction of another scale that does not claim to measure social status but social distance – the Cambridge scale. These three scales will be standardized and compared to one another to assess the viability of the claims made in Chan and Goldthorpe (2004, 2007) that their measure on its own, is a measure of social status.

Following this comparison of measures, this paper departs from the methodology of Chan and Goldthorpe and attempts to construct a measure of social status that consists of all four key aspects of Weberian social status: homophily, closeness, cultural consumption, and monopolistic acquisition. To do this, this paper uses exploratory factor analysis with an orthogonal rotation. This new measure of social status is then directly compared to the Chan-Goldthorpe scale using their own tests set out in Chan and Goldthorpe (2004). This paper then extends this comparison by duplicating some of the analysis in Chan and Goldthorpe (2007).

Data

To best duplicate and compare the work set out in Chan and Goldthorpe (2004), this paper predominantly uses the British Household Panel Survey (BHPS) wave 10 (year 2000). The BHPS is a complex panel survey and as such, whenever any data analysis took place the appropriate adjustments were made for complex survey data using the ‘svy’ package in Stata and also using the appropriate cross-sectional weights including all samples. Analysis is restricted to individuals aged 20-64. In wave 10 of the BHPS respondents were asked their own current occupational title, alongside their partners. These data were then coded into three-digit Standard Occupational Codes (SOC) 90. These codes could then be reduced down to 31 major occupational groupings in a similar fashion to Chan and Goldthorpe’s (2004) paper. The sample provided by the BHPS was generous (n=4,769). The social status scores provided by the BHPS sample are then applied to the 31 major occupational groupings in subsequent analysis. Analysis of the social status measure continues to use the BHPS wave 10 with a sample N=

This paper also makes use of the British Social Attitudes Survey 2001 in order to duplicate some findings from Chan and Goldthorpe (Chan and Goldthorpe, 2007). Whilst the aforementioned paper in their analysis uses the 2002 British Social Attitudes Survey, this paper found it more attractive to use the 2001 survey for the reason that the 2002 survey adopts SOC 2000 rather than the original SOC 90 codes used in the original Chan and Goldthorpe (2004) analysis. To keep all analysis consistent, the 2001 survey was used that has SOC 90 rather than SOC 2000 codes.

import stata_setup

stata_setup.config("C:\Program Files\Stata18", "se")

  ___  ____  ____  ____  ____ ®
 /__    /   ____/   /   ____/      18.0
___/   /   /___/   /   /___/       SE—Standard Edition

 Statistics and Data Science       Copyright 1985-2023 StataCorp LLC
                                   StataCorp
                                   4905 Lakeway Drive
                                   College Station, Texas 77845 USA
                                   800-STATA-PC        https://www.stata.com
                                   979-696-4600        stata@stata.com

Stata license: Unlimited-user network, expiring 14 Sep 2025
Serial number: 401809305318
  Licensed to: Scott Oatley
               University of Edinburgh

Notes:
      1. Unicode is supported; see help unicode_advice.
      2. Maximum number of variables is set to 5,000 but can be increased;
          see help set_maxvar.

Using the BHPS wave 10 dataset, this analysis begins by duplicating analysis from Chan and Goldthorpe (2004). This first block of Stata code firstly restricts analysis to individuals between the ages 20-65 (working adult population) and then cleans data on individual and partner occupational titles and sorting them into 31 MOGs.

%%stata

clear

use"G:\Stata data and do\BHPS + US\UKDA-6614-stata\stata\stata13_se\bhps_w10\bj_indresp"

. 
. clear

. 
. use"G:\Stata data and do\BHPS + US\UKDA-6614-stata\stata\stata13_se\bhps_w10\
> bj_indresp"
(Substantive data for responding adults (16+), incl. proxies)

. 
%%stata

gen age=.
replace age = bj_age if bj_age>=20 & bj_age<=65

keep if !missing(age)

tab bj_jbsoc90_cc

gen jobsoc=bj_jbsoc90_cc

replace jobsoc=. if jobsoc<10

tab jobsoc

tab bj_spsoc90_cc

gen partnersoc=bj_spsoc90_cc

replace partnersoc=. if partnersoc<10

. 
. gen age=.
(15,603 missing values generated)

. replace age = bj_age if bj_age>=20 & bj_age<=65
(11,790 real changes made)

. 
. keep if !missing(age)
(3,813 observations deleted)

. 
. tab bj_jbsoc90_cc

    Current |
   job: SOC |
      1990, |
  condensed |      Freq.     Percent        Cum.
------------+-----------------------------------
         -9 |          1        0.01        0.01
         -8 |      3,251       27.57       27.58
         10 |         61        0.52       28.10
         11 |        148        1.26       29.36
         12 |        253        2.15       31.50
         13 |        146        1.24       32.74
         14 |         40        0.34       33.08
         15 |         15        0.13       33.21
         16 |         85        0.72       33.93
         17 |        375        3.18       37.11
         19 |        187        1.59       38.69
         20 |         39        0.33       39.02
         21 |        139        1.18       40.20
         22 |         55        0.47       40.67
         23 |        387        3.28       43.95
         24 |         45        0.38       44.33
         25 |         97        0.82       45.16
         26 |         35        0.30       45.45
         27 |          7        0.06       45.51
         29 |         80        0.68       46.19
         30 |         82        0.70       46.89
         31 |         41        0.35       47.23
         32 |        109        0.92       48.16
         33 |         10        0.08       48.24
         34 |        271        2.30       50.54
         35 |          3        0.03       50.57
         36 |        117        0.99       51.56
         37 |        132        1.12       52.68
         38 |        124        1.05       53.73
         39 |        113        0.96       54.69
         40 |        180        1.53       56.22
         41 |        327        2.77       58.99
         42 |        179        1.52       60.51
         43 |        283        2.40       62.91
         44 |        152        1.29       64.20
         45 |        159        1.35       65.55
         46 |         86        0.73       66.28
         49 |         29        0.25       66.52
         50 |        166        1.41       67.93
         51 |        161        1.37       69.30
         52 |        158        1.34       70.64
         53 |         94        0.80       71.43
         54 |         84        0.71       72.15
         55 |         60        0.51       72.65
         56 |         39        0.33       72.99
         57 |         90        0.76       73.75
         58 |         41        0.35       74.10
         59 |         92        0.78       74.88
         60 |          9        0.08       74.95
         61 |        161        1.37       76.32
         62 |        166        1.41       77.73
         63 |         21        0.18       77.91
         64 |        189        1.60       79.51
         65 |        220        1.87       81.37
         66 |         56        0.47       81.85
         67 |         61        0.52       82.37
         69 |         32        0.27       82.64
         70 |         21        0.18       82.82
         71 |        119        1.01       83.83
         72 |        392        3.32       87.15
         73 |         28        0.24       87.39
         79 |         49        0.42       87.80
         80 |         50        0.42       88.23
         81 |         12        0.10       88.33
         82 |         83        0.70       89.03
         83 |         20        0.17       89.20
         84 |         32        0.27       89.47
         85 |         83        0.70       90.18
         86 |        116        0.98       91.16
         87 |        249        2.11       93.27
         88 |         46        0.39       93.66
         89 |        112        0.95       94.61
         90 |         61        0.52       95.13
         91 |         15        0.13       95.26
         92 |         35        0.30       95.56
         93 |         24        0.20       95.76
         94 |         70        0.59       96.35
         95 |        350        2.97       99.32
         99 |         80        0.68      100.00
------------+-----------------------------------
      Total |     11,790      100.00

. 
. gen jobsoc=bj_jbsoc90_cc

. 
. replace jobsoc=. if jobsoc<10
(3,252 real changes made, 3,252 to missing)

. 
. tab jobsoc

     jobsoc |      Freq.     Percent        Cum.
------------+-----------------------------------
         10 |         61        0.71        0.71
         11 |        148        1.73        2.45
         12 |        253        2.96        5.41
         13 |        146        1.71        7.12
         14 |         40        0.47        7.59
         15 |         15        0.18        7.77
         16 |         85        1.00        8.76
         17 |        375        4.39       13.15
         19 |        187        2.19       15.34
         20 |         39        0.46       15.80
         21 |        139        1.63       17.43
         22 |         55        0.64       18.07
         23 |        387        4.53       22.60
         24 |         45        0.53       23.13
         25 |         97        1.14       24.27
         26 |         35        0.41       24.68
         27 |          7        0.08       24.76
         29 |         80        0.94       25.70
         30 |         82        0.96       26.66
         31 |         41        0.48       27.14
         32 |        109        1.28       28.41
         33 |         10        0.12       28.53
         34 |        271        3.17       31.71
         35 |          3        0.04       31.74
         36 |        117        1.37       33.11
         37 |        132        1.55       34.66
         38 |        124        1.45       36.11
         39 |        113        1.32       37.43
         40 |        180        2.11       39.54
         41 |        327        3.83       43.37
         42 |        179        2.10       45.47
         43 |        283        3.31       48.78
         44 |        152        1.78       50.56
         45 |        159        1.86       52.42
         46 |         86        1.01       53.43
         49 |         29        0.34       53.77
         50 |        166        1.94       55.72
         51 |        161        1.89       57.60
         52 |        158        1.85       59.45
         53 |         94        1.10       60.55
         54 |         84        0.98       61.54
         55 |         60        0.70       62.24
         56 |         39        0.46       62.70
         57 |         90        1.05       63.75
         58 |         41        0.48       64.23
         59 |         92        1.08       65.31
         60 |          9        0.11       65.41
         61 |        161        1.89       67.30
         62 |        166        1.94       69.24
         63 |         21        0.25       69.49
         64 |        189        2.21       71.70
         65 |        220        2.58       74.28
         66 |         56        0.66       74.94
         67 |         61        0.71       75.65
         69 |         32        0.37       76.02
         70 |         21        0.25       76.27
         71 |        119        1.39       77.66
         72 |        392        4.59       82.26
         73 |         28        0.33       82.58
         79 |         49        0.57       83.16
         80 |         50        0.59       83.74
         81 |         12        0.14       83.88
         82 |         83        0.97       84.86
         83 |         20        0.23       85.09
         84 |         32        0.37       85.46
         85 |         83        0.97       86.44
         86 |        116        1.36       87.80
         87 |        249        2.92       90.71
         88 |         46        0.54       91.25
         89 |        112        1.31       92.56
         90 |         61        0.71       93.28
         91 |         15        0.18       93.45
         92 |         35        0.41       93.86
         93 |         24        0.28       94.14
         94 |         70        0.82       94.96
         95 |        350        4.10       99.06
         99 |         80        0.94      100.00
------------+-----------------------------------
      Total |      8,538      100.00

. 
. tab bj_spsoc90_cc

Spouse/part |
  ner's SOC |
      1990, |
  condensed |      Freq.     Percent        Cum.
------------+-----------------------------------
         -9 |        455        3.86        3.86
         -8 |      5,460       46.31       50.17
         10 |         48        0.41       50.58
         11 |        125        1.06       51.64
         12 |        185        1.57       53.21
         13 |        106        0.90       54.11
         14 |         32        0.27       54.38
         15 |         14        0.12       54.50
         16 |         73        0.62       55.11
         17 |        251        2.13       57.24
         19 |        132        1.12       58.36
         20 |         26        0.22       58.58
         21 |        105        0.89       59.47
         22 |         37        0.31       59.79
         23 |        255        2.16       61.95
         24 |         29        0.25       62.20
         25 |         65        0.55       62.75
         26 |         28        0.24       62.99
         27 |          5        0.04       63.03
         29 |         48        0.41       63.44
         30 |         54        0.46       63.89
         31 |         27        0.23       64.12
         32 |         67        0.57       64.69
         33 |          8        0.07       64.76
         34 |        188        1.59       66.35
         35 |          3        0.03       66.38
         36 |         83        0.70       67.08
         37 |         86        0.73       67.81
         38 |         75        0.64       68.45
         39 |         79        0.67       69.12
         40 |        123        1.04       70.16
         41 |        207        1.76       71.92
         42 |        110        0.93       72.85
         43 |        175        1.48       74.33
         44 |        102        0.87       75.20
         45 |         99        0.84       76.04
         46 |         49        0.42       76.45
         49 |         17        0.14       76.60
         50 |        128        1.09       77.68
         51 |        130        1.10       78.79
         52 |        109        0.92       79.71
         53 |         78        0.66       80.37
         54 |         61        0.52       80.89
         55 |         46        0.39       81.28
         56 |         29        0.25       81.53
         57 |         67        0.57       82.09
         58 |         31        0.26       82.36
         59 |         61        0.52       82.88
         60 |          6        0.05       82.93
         61 |        116        0.98       83.91
         62 |         87        0.74       84.65
         63 |         11        0.09       84.74
         64 |        124        1.05       85.79
         65 |        159        1.35       87.14
         66 |         37        0.31       87.46
         67 |         39        0.33       87.79
         69 |         20        0.17       87.96
         70 |         15        0.13       88.08
         71 |         87        0.74       88.82
         72 |        247        2.09       90.92
         73 |         23        0.20       91.11
         79 |         31        0.26       91.37
         80 |         36        0.31       91.68
         81 |         10        0.08       91.76
         82 |         69        0.59       92.35
         83 |         17        0.14       92.49
         84 |         25        0.21       92.71
         85 |         48        0.41       93.11
         86 |         71        0.60       93.72
         87 |        184        1.56       95.28
         88 |         32        0.27       95.55
         89 |         95        0.81       96.35
         90 |         38        0.32       96.68
         91 |         11        0.09       96.77
         92 |         28        0.24       97.01
         93 |         17        0.14       97.15
         94 |         53        0.45       97.60
         95 |        228        1.93       99.53
         99 |         55        0.47      100.00
------------+-----------------------------------
      Total |     11,790      100.00

. 
. gen partnersoc=bj_spsoc90_cc

. 
. replace partnersoc=. if partnersoc<10
(5,915 real changes made, 5,915 to missing)

. 

Here we create the 31 MOGs occupational titles for individuals and then their partners.

%%stata

gen jobfinal=. 
replace jobfinal=1 if (jobsoc==10 | jobsoc==13 | jobsoc==15)
replace jobfinal=2 if (jobsoc==11 | jobsoc==14 | jobsoc==16)
replace jobfinal=3 if (jobsoc==12)
replace jobfinal=4 if (jobsoc==17)
replace jobfinal=5 if (jobsoc==19)
replace jobfinal=6 if (jobsoc==20 | jobsoc==21)
replace jobfinal=7 if (jobsoc==22 | jobsoc==24 | jobsoc==25 | jobsoc==26 | jobsoc==27 | jobsoc==29)
replace jobfinal=8 if (jobsoc==23)
replace jobfinal=9 if (jobsoc==30 | jobsoc==31 | jobsoc==32 | jobsoc==33 | jobsoc==39)
replace jobfinal=10 if (jobsoc==34 | jobsoc==37)
replace jobfinal=11 if (jobsoc==35 | jobsoc==36 | jobsoc==38)
replace jobfinal=12 if (jobsoc==40)
replace jobfinal=13 if (jobsoc==41)
replace jobfinal=14 if (jobsoc==42)
replace jobfinal=15 if (jobsoc==43)
replace jobfinal=16 if (jobsoc==44 | jobsoc==49)
replace jobfinal=17 if (jobsoc==45 | jobsoc==46)
replace jobfinal=18 if (jobsoc==50 | jobsoc==52)
replace jobfinal=19 if (jobsoc==51 | jobsoc==53 | jobsoc==54)
replace jobfinal=20 if (jobsoc==55 | jobsoc==56 | jobsoc==58 | jobsoc==59)
replace jobfinal=21 if (jobsoc==60 | jobsoc==61)
replace jobfinal=22 if (jobsoc==62)
replace jobfinal=23 if (jobsoc==63 | jobsoc==66 | jobsoc==67 | jobsoc==69)
replace jobfinal=24 if (jobsoc==64)
replace jobfinal=25 if (jobsoc==65)
replace jobfinal=26 if (jobsoc==70 | jobsoc==71)
replace jobfinal=27 if (jobsoc==72 | jobsoc==73 | jobsoc==79)
replace jobfinal=28 if (jobsoc==80 | jobsoc==81 | jobsoc==82 | jobsoc==83 | jobsoc==84 | jobsoc==85 | jobsoc==86 | jobsoc==89)
replace jobfinal=29 if (jobsoc==87 | jobsoc==88)
replace jobfinal=30 if (jobsoc==90 | jobsoc==91 | jobsoc==92 | jobsoc==93 | jobsoc==99)
replace jobfinal=31 if (jobsoc==94 | jobsoc==95)


label define soc_lbl 1"GMA" 2"PDM" 3"SM" 4"MPS" 5"OMO" 6"SET" 7"HP" 8"TPE" 9"API" 10"APH" 11"APB" 12"AOA" 13"NCC" 14"FRC" 15"OCW" 16"SDC" 17"SEC" 18"SMC" 19"SMM" 20"SMO" 21"PSP" 22"CW" 23"PSW" 24"HW" 25"CCW" 26"BSR" 27"SW" 28"PMO" 29"TO" 30"GL" 31"RWS"
label values jobfinal soc_lbl 

gen partnerfinal=. 
replace partnerfinal=1 if (partnersoc==10 | partnersoc==13 | partnersoc==15)
replace partnerfinal=2 if (partnersoc==11 | partnersoc==14 | partnersoc==16)
replace partnerfinal=3 if (partnersoc==12)
replace partnerfinal=4 if (partnersoc==17)
replace partnerfinal=5 if (partnersoc==19)
replace partnerfinal=6 if (partnersoc==20 | partnersoc==21)
replace partnerfinal=7 if (partnersoc==22 | partnersoc==24 | partnersoc==25 | partnersoc==26 | partnersoc==27 | partnersoc==29)
replace partnerfinal=8 if (partnersoc==23)
replace partnerfinal=9 if (partnersoc==30 | partnersoc==31 | partnersoc==32 | partnersoc==33 | partnersoc==39)
replace partnerfinal=10 if (partnersoc==34 | partnersoc==37)
replace partnerfinal=11 if (partnersoc==35 | partnersoc==36 | partnersoc==38)
replace partnerfinal=12 if (partnersoc==40)
replace partnerfinal=13 if (partnersoc==41)
replace partnerfinal=14 if (partnersoc==42)
replace partnerfinal=15 if (partnersoc==43)
replace partnerfinal=16 if (partnersoc==44 | partnersoc==49)
replace partnerfinal=17 if (partnersoc==45 | partnersoc==46)
replace partnerfinal=18 if (partnersoc==50 | partnersoc==52)
replace partnerfinal=19 if (partnersoc==51 | partnersoc==53 | partnersoc==54)
replace partnerfinal=20 if (partnersoc==55 | partnersoc==56 | partnersoc==58 | partnersoc==59)
replace partnerfinal=21 if (partnersoc==60 | partnersoc==61)
replace partnerfinal=22 if (partnersoc==62)
replace partnerfinal=23 if (partnersoc==63 | partnersoc==66 | partnersoc==67 | partnersoc==69)
replace partnerfinal=24 if (partnersoc==64)
replace partnerfinal=25 if (partnersoc==65)
replace partnerfinal=26 if (partnersoc==70 | partnersoc==71)
replace partnerfinal=27 if (partnersoc==72 | partnersoc==73 | partnersoc==79)
replace partnerfinal=28 if (partnersoc==80 | partnersoc==81 | partnersoc==82 | partnersoc==83 | partnersoc==84 | partnersoc==85 | partnersoc==86 | partnersoc==89)
replace partnerfinal=29 if (partnersoc==87 | partnersoc==88)
replace partnerfinal=30 if (partnersoc==90 | partnersoc==91 | partnersoc==92 | partnersoc==93 | partnersoc==99)
replace partnerfinal=31 if (partnersoc==94 | partnersoc==95)
label values partnerfinal soc_lbl 


tab jobfinal partnerfinal 

keep if !missing(jobfinal, partnerfinal)

tabulate jobfinal partnerfinal, row matcell(rowpct) matrow(names)

. 
. gen jobfinal=. 
(11,790 missing values generated)

. replace jobfinal=1 if (jobsoc==10 | jobsoc==13 | jobsoc==15)
(222 real changes made)

. replace jobfinal=2 if (jobsoc==11 | jobsoc==14 | jobsoc==16)
(273 real changes made)

. replace jobfinal=3 if (jobsoc==12)
(253 real changes made)

. replace jobfinal=4 if (jobsoc==17)
(375 real changes made)

. replace jobfinal=5 if (jobsoc==19)
(187 real changes made)

. replace jobfinal=6 if (jobsoc==20 | jobsoc==21)
(178 real changes made)

. replace jobfinal=7 if (jobsoc==22 | jobsoc==24 | jobsoc==25 | jobsoc==26 | jo
> bsoc==27 | jobsoc==29)
(319 real changes made)

. replace jobfinal=8 if (jobsoc==23)
(387 real changes made)

. replace jobfinal=9 if (jobsoc==30 | jobsoc==31 | jobsoc==32 | jobsoc==33 | jo
> bsoc==39)
(355 real changes made)

. replace jobfinal=10 if (jobsoc==34 | jobsoc==37)
(403 real changes made)

. replace jobfinal=11 if (jobsoc==35 | jobsoc==36 | jobsoc==38)
(244 real changes made)

. replace jobfinal=12 if (jobsoc==40)
(180 real changes made)

. replace jobfinal=13 if (jobsoc==41)
(327 real changes made)

. replace jobfinal=14 if (jobsoc==42)
(179 real changes made)

. replace jobfinal=15 if (jobsoc==43)
(283 real changes made)

. replace jobfinal=16 if (jobsoc==44 | jobsoc==49)
(181 real changes made)

. replace jobfinal=17 if (jobsoc==45 | jobsoc==46)
(245 real changes made)

. replace jobfinal=18 if (jobsoc==50 | jobsoc==52)
(324 real changes made)

. replace jobfinal=19 if (jobsoc==51 | jobsoc==53 | jobsoc==54)
(339 real changes made)

. replace jobfinal=20 if (jobsoc==55 | jobsoc==56 | jobsoc==58 | jobsoc==59)
(232 real changes made)

. replace jobfinal=21 if (jobsoc==60 | jobsoc==61)
(170 real changes made)

. replace jobfinal=22 if (jobsoc==62)
(166 real changes made)

. replace jobfinal=23 if (jobsoc==63 | jobsoc==66 | jobsoc==67 | jobsoc==69)
(170 real changes made)

. replace jobfinal=24 if (jobsoc==64)
(189 real changes made)

. replace jobfinal=25 if (jobsoc==65)
(220 real changes made)

. replace jobfinal=26 if (jobsoc==70 | jobsoc==71)
(140 real changes made)

. replace jobfinal=27 if (jobsoc==72 | jobsoc==73 | jobsoc==79)
(469 real changes made)

. replace jobfinal=28 if (jobsoc==80 | jobsoc==81 | jobsoc==82 | jobsoc==83 | j
> obsoc==84 | jobsoc==85 | jobsoc==86 | jobsoc==89)
(508 real changes made)

. replace jobfinal=29 if (jobsoc==87 | jobsoc==88)
(295 real changes made)

. replace jobfinal=30 if (jobsoc==90 | jobsoc==91 | jobsoc==92 | jobsoc==93 | j
> obsoc==99)
(215 real changes made)

. replace jobfinal=31 if (jobsoc==94 | jobsoc==95)
(420 real changes made)

. 
. 
. label define soc_lbl 1"GMA" 2"PDM" 3"SM" 4"MPS" 5"OMO" 6"SET" 7"HP" 8"TPE" 9"
> API" 10"APH" 11"APB" 12"AOA" 13"NCC" 14"FRC" 15"OCW" 16"SDC" 17"SEC" 18"SMC" 
> 19"SMM" 20"SMO" 21"PSP" 22"CW" 23"PSW" 24"HW" 25"CCW" 26"BSR" 27"SW" 28"PMO" 
> 29"TO" 30"GL" 31"RWS"

. label values jobfinal soc_lbl 

. 
. gen partnerfinal=. 
(11,790 missing values generated)

. replace partnerfinal=1 if (partnersoc==10 | partnersoc==13 | partnersoc==15)
(168 real changes made)

. replace partnerfinal=2 if (partnersoc==11 | partnersoc==14 | partnersoc==16)
(230 real changes made)

. replace partnerfinal=3 if (partnersoc==12)
(185 real changes made)

. replace partnerfinal=4 if (partnersoc==17)
(251 real changes made)

. replace partnerfinal=5 if (partnersoc==19)
(132 real changes made)

. replace partnerfinal=6 if (partnersoc==20 | partnersoc==21)
(131 real changes made)

. replace partnerfinal=7 if (partnersoc==22 | partnersoc==24 | partnersoc==25 |
>  partnersoc==26 | partnersoc==27 | partnersoc==29)
(212 real changes made)

. replace partnerfinal=8 if (partnersoc==23)
(255 real changes made)

. replace partnerfinal=9 if (partnersoc==30 | partnersoc==31 | partnersoc==32 |
>  partnersoc==33 | partnersoc==39)
(235 real changes made)

. replace partnerfinal=10 if (partnersoc==34 | partnersoc==37)
(274 real changes made)

. replace partnerfinal=11 if (partnersoc==35 | partnersoc==36 | partnersoc==38)
(161 real changes made)

. replace partnerfinal=12 if (partnersoc==40)
(123 real changes made)

. replace partnerfinal=13 if (partnersoc==41)
(207 real changes made)

. replace partnerfinal=14 if (partnersoc==42)
(110 real changes made)

. replace partnerfinal=15 if (partnersoc==43)
(175 real changes made)

. replace partnerfinal=16 if (partnersoc==44 | partnersoc==49)
(119 real changes made)

. replace partnerfinal=17 if (partnersoc==45 | partnersoc==46)
(148 real changes made)

. replace partnerfinal=18 if (partnersoc==50 | partnersoc==52)
(237 real changes made)

. replace partnerfinal=19 if (partnersoc==51 | partnersoc==53 | partnersoc==54)
(269 real changes made)

. replace partnerfinal=20 if (partnersoc==55 | partnersoc==56 | partnersoc==58 
> | partnersoc==59)
(167 real changes made)

. replace partnerfinal=21 if (partnersoc==60 | partnersoc==61)
(122 real changes made)

. replace partnerfinal=22 if (partnersoc==62)
(87 real changes made)

. replace partnerfinal=23 if (partnersoc==63 | partnersoc==66 | partnersoc==67 
> | partnersoc==69)
(107 real changes made)

. replace partnerfinal=24 if (partnersoc==64)
(124 real changes made)

. replace partnerfinal=25 if (partnersoc==65)
(159 real changes made)

. replace partnerfinal=26 if (partnersoc==70 | partnersoc==71)
(102 real changes made)

. replace partnerfinal=27 if (partnersoc==72 | partnersoc==73 | partnersoc==79)
(301 real changes made)

. replace partnerfinal=28 if (partnersoc==80 | partnersoc==81 | partnersoc==82 
> | partnersoc==83 | partnersoc==84 | partnersoc==85 | partnersoc==86 | partner
> soc==89)
(371 real changes made)

. replace partnerfinal=29 if (partnersoc==87 | partnersoc==88)
(216 real changes made)

. replace partnerfinal=30 if (partnersoc==90 | partnersoc==91 | partnersoc==92 
> | partnersoc==93 | partnersoc==99)
(149 real changes made)

. replace partnerfinal=31 if (partnersoc==94 | partnersoc==95)
(281 real changes made)

. label values partnerfinal soc_lbl 

. 
. 
. tab jobfinal partnerfinal 

           |                      partnerfinal
  jobfinal |       GMA        PDM         SM        MPS        OMO |     Total
-----------+-------------------------------------------------------+----------
       GMA |        10          8          7          6          3 |       140 
       PDM |         8         16          3          6          1 |       172 
        SM |         7          3          6          4          8 |       148 
       MPS |         6          6          4         40          1 |       208 
       OMO |         3          1          8          1          8 |       109 
       SET |         4          2          5          7          2 |        98 
        HP |         7          2          6          3         10 |       170 
       TPE |         7         10         10         11          6 |       222 
       API |         7          2         10          6          4 |       201 
       APH |        10         17          9          7          8 |       237 
       APB |        10          4         11          3          3 |       132 
       AOA |         3          3          1          3          4 |       105 
       NCC |         7         12          6         10          4 |       181 
       FRC |         2          3          8          2          3 |        96 
       OCW |         6          7          8          7          5 |       156 
       SDC |         1          1          0          3          1 |        97 
       SEC |         2          7          4          4          6 |       137 
       SMC |         3          3          4         11          2 |       191 
       SMM |         3          0          2         10          4 |       215 
       SMO |         1          1          2          8          1 |       131 
       PSP |         3          2          1          2          1 |        90 
        CW |         0          4          0          4          1 |        70 
       PSW |         1          4          5          3          0 |        89 
        HW |         1          2          1          6          2 |       110 
       CCW |         4         12          8          5          3 |       141 
       BSR |         4          0          5          2          3 |        88 
        SW |         5         11          3          9          3 |       251 
       PMO |         4          5          5          6          4 |       287 
        TO |         4          2          2          5          5 |       166 
        GL |         2         10          1          6          2 |       106 
       RWS |         4         11          3          6          1 |       225 
-----------+-------------------------------------------------------+----------
     Total |       139        171        148        206        109 |     4,769 


           |                      partnerfinal
  jobfinal |       SET         HP        TPE        API        APH |     Total
-----------+-------------------------------------------------------+----------
       GMA |         4          7          7          7         10 |       140 
       PDM |         2          2         10          2         17 |       172 
        SM |         5          6         10         10          9 |       148 
       MPS |         7          3         11          6          7 |       208 
       OMO |         2         10          6          4          8 |       109 
       SET |         6          3          9          5          8 |        98 
        HP |         3         26         13         10         17 |       170 
       TPE |         9         13         68         16          7 |       222 
       API |         5         10         16         16         19 |       201 
       APH |         9         17          6         19         22 |       237 
       APB |         2          4         12          4          6 |       132 
       AOA |         1          3          1         10          1 |       105 
       NCC |         3          9          2         11          3 |       181 
       FRC |         2          5          2          7          3 |        96 
       OCW |         5          3          3         11          3 |       156 
       SDC |         3          2          0          3          2 |        97 
       SEC |         8          6          2         11          1 |       137 
       SMC |         0          2         10          2         12 |       191 
       SMM |         1          2          2          7         19 |       215 
       SMO |         0          0          2          2          4 |       131 
       PSP |         0          5          8          3          8 |        90 
        CW |         2          1          0          1          4 |        70 
       PSW |         2          1          1          6          1 |        89 
        HW |         0          3          0          0          1 |       110 
       CCW |         5          6          1          7          2 |       141 
       BSR |         1          5          7          3          6 |        88 
        SW |         7          9          2          8          2 |       251 
       PMO |         3          2          3          2         15 |       287 
        TO |         0          1          2          2          9 |       166 
        GL |         2          1          3          2          6 |       106 
       RWS |         1          3          2          2          6 |       225 
-----------+-------------------------------------------------------+----------
     Total |       100        170        221        199        238 |     4,769 


           |                      partnerfinal
  jobfinal |       APB        AOA        NCC        FRC        OCW |     Total
-----------+-------------------------------------------------------+----------
       GMA |        10          3          7          2          6 |       140 
       PDM |         4          4         12          3          7 |       172 
        SM |        11          1          6          8          8 |       148 
       MPS |         4          3         11          2          6 |       208 
       OMO |         3          4          4          3          5 |       109 
       SET |         2          1          3          2          5 |        98 
        HP |         4          3          9          5          3 |       170 
       TPE |        12          1          2          2          3 |       222 
       API |         4         10         11          7         11 |       201 
       APH |         6          1          3          3          3 |       237 
       APB |        23          0         11          4          6 |       132 
       AOA |         0         10          2          4          4 |       105 
       NCC |        11          2          8          3          3 |       181 
       FRC |         4          4          3          0          2 |        96 
       OCW |         6          4          3          2          6 |       156 
       SDC |         2          0          3          3          6 |        97 
       SEC |         3          1          3          3          5 |       137 
       SMC |         5          8         12          4          7 |       191 
       SMM |         3          6         11          5         13 |       215 
       SMO |         0          6         10          3          5 |       131 
       PSP |         3          4          5          1          1 |        90 
        CW |         0          0          1          1          2 |        70 
       PSW |         0          2          3          0          2 |        89 
        HW |         0          1          1          2          1 |       110 
       CCW |         4          0          0          2          1 |       141 
       BSR |         3          2          4          2          4 |        88 
        SW |         1          6          6          3          5 |       251 
       PMO |         0         13          9         10          8 |       287 
        TO |         3          3         11          3          7 |       166 
        GL |         0          2          3          0          4 |       106 
       RWS |         2          1          4          4          6 |       225 
-----------+-------------------------------------------------------+----------
     Total |       133        106        181         96        155 |     4,769 


           |                      partnerfinal
  jobfinal |       SDC        SEC        SMC        SMM        SMO |     Total
-----------+-------------------------------------------------------+----------
       GMA |         1          2          3          3          1 |       140 
       PDM |         1          7          3          0          1 |       172 
        SM |         0          4          4          2          2 |       148 
       MPS |         3          4         11         10          8 |       208 
       OMO |         1          6          2          4          1 |       109 
       SET |         3          8          0          1          0 |        98 
        HP |         2          6          2          2          0 |       170 
       TPE |         0          2         10          2          2 |       222 
       API |         3         11          2          7          2 |       201 
       APH |         2          0         12         19          4 |       237 
       APB |         2          3          5          3          0 |       132 
       AOA |         0          1          8          6          6 |       105 
       NCC |         3          3         13         11         10 |       181 
       FRC |         3          3          4          5          3 |        96 
       OCW |         6          5          7         13          5 |       156 
       SDC |        14          2          3          3          7 |        97 
       SEC |         2          2         12         11          5 |       137 
       SMC |         3         12          6          1          2 |       191 
       SMM |         4         11          1          0          6 |       215 
       SMO |         6          5          2          6         12 |       131 
       PSP |         0          1          1          1          2 |        90 
        CW |         0          0          4          3          2 |        70 
       PSW |         2          0          5          8          4 |        89 
        HW |         2          0         16         14          6 |       110 
       CCW |         6          1         19          4          2 |       141 
       BSR |         0          6          3          5          1 |        88 
        SW |        12          2         13         23          8 |       251 
       PMO |         6         14          8         10          9 |       287 
        TO |         0          7          1          0          1 |       166 
        GL |         0          3          0          3          4 |       106 
       RWS |         8          3         11         33         16 |       225 
-----------+-------------------------------------------------------+----------
     Total |        95        134        191        213        132 |     4,769 


           |                      partnerfinal
  jobfinal |       PSP         CW        PSW         HW        CCW |     Total
-----------+-------------------------------------------------------+----------
       GMA |         3          0          1          1          5 |       140 
       PDM |         2          4          4          2         12 |       172 
        SM |         1          0          5          1          8 |       148 
       MPS |         2          5          3          6          5 |       208 
       OMO |         1          1          0          2          3 |       109 
       SET |         0          2          2          0          5 |        98 
        HP |         5          1          1          3          6 |       170 
       TPE |         8          0          1          0          1 |       222 
       API |         3          1          7          0          7 |       201 
       APH |         8          4          1          1          2 |       237 
       APB |         3          0          0          0          4 |       132 
       AOA |         4          0          2          1          0 |       105 
       NCC |         5          1          3          1          0 |       181 
       FRC |         1          1          0          2          2 |        96 
       OCW |         1          2          2          1          1 |       156 
       SDC |         0          0          3          2          6 |        97 
       SEC |         1          0          0          0          1 |       137 
       SMC |         1          4          5         16         19 |       191 
       SMM |         1          3          8         14          4 |       215 
       SMO |         2          2          4          6          2 |       131 
       PSP |        10          2          4          3          5 |        90 
        CW |         2          6          1          1          4 |        70 
       PSW |         4          1          2          2          3 |        89 
        HW |         3          1          2          4          0 |       110 
       CCW |         5          4          3          0          2 |       141 
       BSR |         0          1          1          1          2 |        88 
        SW |        10          6          2          3          4 |       251 
       PMO |         1          6          6         17         12 |       287 
        TO |         1          7          7          8          8 |       166 
        GL |         0          5          7          8          4 |       106 
       RWS |         2          2          5          4          6 |       225 
-----------+-------------------------------------------------------+----------
     Total |        90         72         92        110        143 |     4,769 


           |                      partnerfinal
  jobfinal |       BSR         SW        PMO         TO         GL |     Total
-----------+-------------------------------------------------------+----------
       GMA |         4          5          4          4          2 |       140 
       PDM |         0         11          5          2         10 |       172 
        SM |         5          3          5          2          1 |       148 
       MPS |         2          9          6          5          6 |       208 
       OMO |         3          3          4          5          2 |       109 
       SET |         1          7          3          0          1 |        98 
        HP |         5          9          2          1          1 |       170 
       TPE |         7          2          3          2          3 |       222 
       API |         3          9          2          2          2 |       201 
       APH |         6          2         15          9          6 |       237 
       APB |         3          1          0          3          0 |       132 
       AOA |         2          6         13          3          2 |       105 
       NCC |         4          6          9         11          3 |       181 
       FRC |         2          2         10          3          0 |        96 
       OCW |         4          5          8          7          4 |       156 
       SDC |         0         12          6          1          0 |        97 
       SEC |         6          2         14          7          3 |       137 
       SMC |         4         13          8          1          0 |       191 
       SMM |         5         24         10          0          3 |       215 
       SMO |         1          8          9          1          4 |       131 
       PSP |         0         10          1          1          0 |        90 
        CW |         1          6          6          6          5 |        70 
       PSW |         1          1          6          7          7 |        89 
        HW |         1          3         17          8          8 |       110 
       CCW |         2          4         12          8          3 |       141 
       BSR |         4          4          4          3          0 |        88 
        SW |         3         12         33         23          8 |       251 
       PMO |         4         33         36          9          7 |       287 
        TO |         3         23          9          8          1 |       166 
        GL |         0          8          7          1          2 |       106 
       RWS |         2          9         19         23         10 |       225 
-----------+-------------------------------------------------------+----------
     Total |        88        252        286        166        104 |     4,769 


           | partnerfin
           |     al
  jobfinal |       RWS |     Total
-----------+-----------+----------
       GMA |         4 |       140 
       PDM |        11 |       172 
        SM |         3 |       148 
       MPS |         6 |       208 
       OMO |         1 |       109 
       SET |         1 |        98 
        HP |         3 |       170 
       TPE |         2 |       222 
       API |         2 |       201 
       APH |         6 |       237 
       APB |         2 |       132 
       AOA |         1 |       105 
       NCC |         4 |       181 
       FRC |         5 |        96 
       OCW |         6 |       156 
       SDC |         8 |        97 
       SEC |         5 |       137 
       SMC |        11 |       191 
       SMM |        33 |       215 
       SMO |        16 |       131 
       PSP |         2 |        90 
        CW |         2 |        70 
       PSW |         5 |        89 
        HW |         4 |       110 
       CCW |         6 |       141 
       BSR |         2 |        88 
        SW |         9 |       251 
       PMO |        20 |       287 
        TO |        23 |       166 
        GL |        10 |       106 
       RWS |        16 |       225 
-----------+-----------+----------
     Total |       229 |     4,769 

. 
. keep if !missing(jobfinal, partnerfinal)
(7,021 observations deleted)

. 
. tabulate jobfinal partnerfinal, row matcell(rowpct) matrow(names)

+----------------+
| Key            |
|----------------|
|   frequency    |
| row percentage |
+----------------+

           |                      partnerfinal
  jobfinal |       GMA        PDM         SM        MPS        OMO |     Total
-----------+-------------------------------------------------------+----------
       GMA |        10          8          7          6          3 |       140 
           |      7.14       5.71       5.00       4.29       2.14 |    100.00 
-----------+-------------------------------------------------------+----------
       PDM |         8         16          3          6          1 |       172 
           |      4.65       9.30       1.74       3.49       0.58 |    100.00 
-----------+-------------------------------------------------------+----------
        SM |         7          3          6          4          8 |       148 
           |      4.73       2.03       4.05       2.70       5.41 |    100.00 
-----------+-------------------------------------------------------+----------
       MPS |         6          6          4         40          1 |       208 
           |      2.88       2.88       1.92      19.23       0.48 |    100.00 
-----------+-------------------------------------------------------+----------
       OMO |         3          1          8          1          8 |       109 
           |      2.75       0.92       7.34       0.92       7.34 |    100.00 
-----------+-------------------------------------------------------+----------
       SET |         4          2          5          7          2 |        98 
           |      4.08       2.04       5.10       7.14       2.04 |    100.00 
-----------+-------------------------------------------------------+----------
        HP |         7          2          6          3         10 |       170 
           |      4.12       1.18       3.53       1.76       5.88 |    100.00 
-----------+-------------------------------------------------------+----------
       TPE |         7         10         10         11          6 |       222 
           |      3.15       4.50       4.50       4.95       2.70 |    100.00 
-----------+-------------------------------------------------------+----------
       API |         7          2         10          6          4 |       201 
           |      3.48       1.00       4.98       2.99       1.99 |    100.00 
-----------+-------------------------------------------------------+----------
       APH |        10         17          9          7          8 |       237 
           |      4.22       7.17       3.80       2.95       3.38 |    100.00 
-----------+-------------------------------------------------------+----------
       APB |        10          4         11          3          3 |       132 
           |      7.58       3.03       8.33       2.27       2.27 |    100.00 
-----------+-------------------------------------------------------+----------
       AOA |         3          3          1          3          4 |       105 
           |      2.86       2.86       0.95       2.86       3.81 |    100.00 
-----------+-------------------------------------------------------+----------
       NCC |         7         12          6         10          4 |       181 
           |      3.87       6.63       3.31       5.52       2.21 |    100.00 
-----------+-------------------------------------------------------+----------
       FRC |         2          3          8          2          3 |        96 
           |      2.08       3.12       8.33       2.08       3.12 |    100.00 
-----------+-------------------------------------------------------+----------
       OCW |         6          7          8          7          5 |       156 
           |      3.85       4.49       5.13       4.49       3.21 |    100.00 
-----------+-------------------------------------------------------+----------
       SDC |         1          1          0          3          1 |        97 
           |      1.03       1.03       0.00       3.09       1.03 |    100.00 
-----------+-------------------------------------------------------+----------
       SEC |         2          7          4          4          6 |       137 
           |      1.46       5.11       2.92       2.92       4.38 |    100.00 
-----------+-------------------------------------------------------+----------
       SMC |         3          3          4         11          2 |       191 
           |      1.57       1.57       2.09       5.76       1.05 |    100.00 
-----------+-------------------------------------------------------+----------
       SMM |         3          0          2         10          4 |       215 
           |      1.40       0.00       0.93       4.65       1.86 |    100.00 
-----------+-------------------------------------------------------+----------
       SMO |         1          1          2          8          1 |       131 
           |      0.76       0.76       1.53       6.11       0.76 |    100.00 
-----------+-------------------------------------------------------+----------
       PSP |         3          2          1          2          1 |        90 
           |      3.33       2.22       1.11       2.22       1.11 |    100.00 
-----------+-------------------------------------------------------+----------
        CW |         0          4          0          4          1 |        70 
           |      0.00       5.71       0.00       5.71       1.43 |    100.00 
-----------+-------------------------------------------------------+----------
       PSW |         1          4          5          3          0 |        89 
           |      1.12       4.49       5.62       3.37       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
        HW |         1          2          1          6          2 |       110 
           |      0.91       1.82       0.91       5.45       1.82 |    100.00 
-----------+-------------------------------------------------------+----------
       CCW |         4         12          8          5          3 |       141 
           |      2.84       8.51       5.67       3.55       2.13 |    100.00 
-----------+-------------------------------------------------------+----------
       BSR |         4          0          5          2          3 |        88 
           |      4.55       0.00       5.68       2.27       3.41 |    100.00 
-----------+-------------------------------------------------------+----------
        SW |         5         11          3          9          3 |       251 
           |      1.99       4.38       1.20       3.59       1.20 |    100.00 
-----------+-------------------------------------------------------+----------
       PMO |         4          5          5          6          4 |       287 
           |      1.39       1.74       1.74       2.09       1.39 |    100.00 
-----------+-------------------------------------------------------+----------
        TO |         4          2          2          5          5 |       166 
           |      2.41       1.20       1.20       3.01       3.01 |    100.00 
-----------+-------------------------------------------------------+----------
        GL |         2         10          1          6          2 |       106 
           |      1.89       9.43       0.94       5.66       1.89 |    100.00 
-----------+-------------------------------------------------------+----------
       RWS |         4         11          3          6          1 |       225 
           |      1.78       4.89       1.33       2.67       0.44 |    100.00 
-----------+-------------------------------------------------------+----------
     Total |       139        171        148        206        109 |     4,769 
           |      2.91       3.59       3.10       4.32       2.29 |    100.00 


           |                      partnerfinal
  jobfinal |       SET         HP        TPE        API        APH |     Total
-----------+-------------------------------------------------------+----------
       GMA |         4          7          7          7         10 |       140 
           |      2.86       5.00       5.00       5.00       7.14 |    100.00 
-----------+-------------------------------------------------------+----------
       PDM |         2          2         10          2         17 |       172 
           |      1.16       1.16       5.81       1.16       9.88 |    100.00 
-----------+-------------------------------------------------------+----------
        SM |         5          6         10         10          9 |       148 
           |      3.38       4.05       6.76       6.76       6.08 |    100.00 
-----------+-------------------------------------------------------+----------
       MPS |         7          3         11          6          7 |       208 
           |      3.37       1.44       5.29       2.88       3.37 |    100.00 
-----------+-------------------------------------------------------+----------
       OMO |         2         10          6          4          8 |       109 
           |      1.83       9.17       5.50       3.67       7.34 |    100.00 
-----------+-------------------------------------------------------+----------
       SET |         6          3          9          5          8 |        98 
           |      6.12       3.06       9.18       5.10       8.16 |    100.00 
-----------+-------------------------------------------------------+----------
        HP |         3         26         13         10         17 |       170 
           |      1.76      15.29       7.65       5.88      10.00 |    100.00 
-----------+-------------------------------------------------------+----------
       TPE |         9         13         68         16          7 |       222 
           |      4.05       5.86      30.63       7.21       3.15 |    100.00 
-----------+-------------------------------------------------------+----------
       API |         5         10         16         16         19 |       201 
           |      2.49       4.98       7.96       7.96       9.45 |    100.00 
-----------+-------------------------------------------------------+----------
       APH |         9         17          6         19         22 |       237 
           |      3.80       7.17       2.53       8.02       9.28 |    100.00 
-----------+-------------------------------------------------------+----------
       APB |         2          4         12          4          6 |       132 
           |      1.52       3.03       9.09       3.03       4.55 |    100.00 
-----------+-------------------------------------------------------+----------
       AOA |         1          3          1         10          1 |       105 
           |      0.95       2.86       0.95       9.52       0.95 |    100.00 
-----------+-------------------------------------------------------+----------
       NCC |         3          9          2         11          3 |       181 
           |      1.66       4.97       1.10       6.08       1.66 |    100.00 
-----------+-------------------------------------------------------+----------
       FRC |         2          5          2          7          3 |        96 
           |      2.08       5.21       2.08       7.29       3.12 |    100.00 
-----------+-------------------------------------------------------+----------
       OCW |         5          3          3         11          3 |       156 
           |      3.21       1.92       1.92       7.05       1.92 |    100.00 
-----------+-------------------------------------------------------+----------
       SDC |         3          2          0          3          2 |        97 
           |      3.09       2.06       0.00       3.09       2.06 |    100.00 
-----------+-------------------------------------------------------+----------
       SEC |         8          6          2         11          1 |       137 
           |      5.84       4.38       1.46       8.03       0.73 |    100.00 
-----------+-------------------------------------------------------+----------
       SMC |         0          2         10          2         12 |       191 
           |      0.00       1.05       5.24       1.05       6.28 |    100.00 
-----------+-------------------------------------------------------+----------
       SMM |         1          2          2          7         19 |       215 
           |      0.47       0.93       0.93       3.26       8.84 |    100.00 
-----------+-------------------------------------------------------+----------
       SMO |         0          0          2          2          4 |       131 
           |      0.00       0.00       1.53       1.53       3.05 |    100.00 
-----------+-------------------------------------------------------+----------
       PSP |         0          5          8          3          8 |        90 
           |      0.00       5.56       8.89       3.33       8.89 |    100.00 
-----------+-------------------------------------------------------+----------
        CW |         2          1          0          1          4 |        70 
           |      2.86       1.43       0.00       1.43       5.71 |    100.00 
-----------+-------------------------------------------------------+----------
       PSW |         2          1          1          6          1 |        89 
           |      2.25       1.12       1.12       6.74       1.12 |    100.00 
-----------+-------------------------------------------------------+----------
        HW |         0          3          0          0          1 |       110 
           |      0.00       2.73       0.00       0.00       0.91 |    100.00 
-----------+-------------------------------------------------------+----------
       CCW |         5          6          1          7          2 |       141 
           |      3.55       4.26       0.71       4.96       1.42 |    100.00 
-----------+-------------------------------------------------------+----------
       BSR |         1          5          7          3          6 |        88 
           |      1.14       5.68       7.95       3.41       6.82 |    100.00 
-----------+-------------------------------------------------------+----------
        SW |         7          9          2          8          2 |       251 
           |      2.79       3.59       0.80       3.19       0.80 |    100.00 
-----------+-------------------------------------------------------+----------
       PMO |         3          2          3          2         15 |       287 
           |      1.05       0.70       1.05       0.70       5.23 |    100.00 
-----------+-------------------------------------------------------+----------
        TO |         0          1          2          2          9 |       166 
           |      0.00       0.60       1.20       1.20       5.42 |    100.00 
-----------+-------------------------------------------------------+----------
        GL |         2          1          3          2          6 |       106 
           |      1.89       0.94       2.83       1.89       5.66 |    100.00 
-----------+-------------------------------------------------------+----------
       RWS |         1          3          2          2          6 |       225 
           |      0.44       1.33       0.89       0.89       2.67 |    100.00 
-----------+-------------------------------------------------------+----------
     Total |       100        170        221        199        238 |     4,769 
           |      2.10       3.56       4.63       4.17       4.99 |    100.00 


           |                      partnerfinal
  jobfinal |       APB        AOA        NCC        FRC        OCW |     Total
-----------+-------------------------------------------------------+----------
       GMA |        10          3          7          2          6 |       140 
           |      7.14       2.14       5.00       1.43       4.29 |    100.00 
-----------+-------------------------------------------------------+----------
       PDM |         4          4         12          3          7 |       172 
           |      2.33       2.33       6.98       1.74       4.07 |    100.00 
-----------+-------------------------------------------------------+----------
        SM |        11          1          6          8          8 |       148 
           |      7.43       0.68       4.05       5.41       5.41 |    100.00 
-----------+-------------------------------------------------------+----------
       MPS |         4          3         11          2          6 |       208 
           |      1.92       1.44       5.29       0.96       2.88 |    100.00 
-----------+-------------------------------------------------------+----------
       OMO |         3          4          4          3          5 |       109 
           |      2.75       3.67       3.67       2.75       4.59 |    100.00 
-----------+-------------------------------------------------------+----------
       SET |         2          1          3          2          5 |        98 
           |      2.04       1.02       3.06       2.04       5.10 |    100.00 
-----------+-------------------------------------------------------+----------
        HP |         4          3          9          5          3 |       170 
           |      2.35       1.76       5.29       2.94       1.76 |    100.00 
-----------+-------------------------------------------------------+----------
       TPE |        12          1          2          2          3 |       222 
           |      5.41       0.45       0.90       0.90       1.35 |    100.00 
-----------+-------------------------------------------------------+----------
       API |         4         10         11          7         11 |       201 
           |      1.99       4.98       5.47       3.48       5.47 |    100.00 
-----------+-------------------------------------------------------+----------
       APH |         6          1          3          3          3 |       237 
           |      2.53       0.42       1.27       1.27       1.27 |    100.00 
-----------+-------------------------------------------------------+----------
       APB |        23          0         11          4          6 |       132 
           |     17.42       0.00       8.33       3.03       4.55 |    100.00 
-----------+-------------------------------------------------------+----------
       AOA |         0         10          2          4          4 |       105 
           |      0.00       9.52       1.90       3.81       3.81 |    100.00 
-----------+-------------------------------------------------------+----------
       NCC |        11          2          8          3          3 |       181 
           |      6.08       1.10       4.42       1.66       1.66 |    100.00 
-----------+-------------------------------------------------------+----------
       FRC |         4          4          3          0          2 |        96 
           |      4.17       4.17       3.12       0.00       2.08 |    100.00 
-----------+-------------------------------------------------------+----------
       OCW |         6          4          3          2          6 |       156 
           |      3.85       2.56       1.92       1.28       3.85 |    100.00 
-----------+-------------------------------------------------------+----------
       SDC |         2          0          3          3          6 |        97 
           |      2.06       0.00       3.09       3.09       6.19 |    100.00 
-----------+-------------------------------------------------------+----------
       SEC |         3          1          3          3          5 |       137 
           |      2.19       0.73       2.19       2.19       3.65 |    100.00 
-----------+-------------------------------------------------------+----------
       SMC |         5          8         12          4          7 |       191 
           |      2.62       4.19       6.28       2.09       3.66 |    100.00 
-----------+-------------------------------------------------------+----------
       SMM |         3          6         11          5         13 |       215 
           |      1.40       2.79       5.12       2.33       6.05 |    100.00 
-----------+-------------------------------------------------------+----------
       SMO |         0          6         10          3          5 |       131 
           |      0.00       4.58       7.63       2.29       3.82 |    100.00 
-----------+-------------------------------------------------------+----------
       PSP |         3          4          5          1          1 |        90 
           |      3.33       4.44       5.56       1.11       1.11 |    100.00 
-----------+-------------------------------------------------------+----------
        CW |         0          0          1          1          2 |        70 
           |      0.00       0.00       1.43       1.43       2.86 |    100.00 
-----------+-------------------------------------------------------+----------
       PSW |         0          2          3          0          2 |        89 
           |      0.00       2.25       3.37       0.00       2.25 |    100.00 
-----------+-------------------------------------------------------+----------
        HW |         0          1          1          2          1 |       110 
           |      0.00       0.91       0.91       1.82       0.91 |    100.00 
-----------+-------------------------------------------------------+----------
       CCW |         4          0          0          2          1 |       141 
           |      2.84       0.00       0.00       1.42       0.71 |    100.00 
-----------+-------------------------------------------------------+----------
       BSR |         3          2          4          2          4 |        88 
           |      3.41       2.27       4.55       2.27       4.55 |    100.00 
-----------+-------------------------------------------------------+----------
        SW |         1          6          6          3          5 |       251 
           |      0.40       2.39       2.39       1.20       1.99 |    100.00 
-----------+-------------------------------------------------------+----------
       PMO |         0         13          9         10          8 |       287 
           |      0.00       4.53       3.14       3.48       2.79 |    100.00 
-----------+-------------------------------------------------------+----------
        TO |         3          3         11          3          7 |       166 
           |      1.81       1.81       6.63       1.81       4.22 |    100.00 
-----------+-------------------------------------------------------+----------
        GL |         0          2          3          0          4 |       106 
           |      0.00       1.89       2.83       0.00       3.77 |    100.00 
-----------+-------------------------------------------------------+----------
       RWS |         2          1          4          4          6 |       225 
           |      0.89       0.44       1.78       1.78       2.67 |    100.00 
-----------+-------------------------------------------------------+----------
     Total |       133        106        181         96        155 |     4,769 
           |      2.79       2.22       3.80       2.01       3.25 |    100.00 


           |                      partnerfinal
  jobfinal |       SDC        SEC        SMC        SMM        SMO |     Total
-----------+-------------------------------------------------------+----------
       GMA |         1          2          3          3          1 |       140 
           |      0.71       1.43       2.14       2.14       0.71 |    100.00 
-----------+-------------------------------------------------------+----------
       PDM |         1          7          3          0          1 |       172 
           |      0.58       4.07       1.74       0.00       0.58 |    100.00 
-----------+-------------------------------------------------------+----------
        SM |         0          4          4          2          2 |       148 
           |      0.00       2.70       2.70       1.35       1.35 |    100.00 
-----------+-------------------------------------------------------+----------
       MPS |         3          4         11         10          8 |       208 
           |      1.44       1.92       5.29       4.81       3.85 |    100.00 
-----------+-------------------------------------------------------+----------
       OMO |         1          6          2          4          1 |       109 
           |      0.92       5.50       1.83       3.67       0.92 |    100.00 
-----------+-------------------------------------------------------+----------
       SET |         3          8          0          1          0 |        98 
           |      3.06       8.16       0.00       1.02       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
        HP |         2          6          2          2          0 |       170 
           |      1.18       3.53       1.18       1.18       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
       TPE |         0          2         10          2          2 |       222 
           |      0.00       0.90       4.50       0.90       0.90 |    100.00 
-----------+-------------------------------------------------------+----------
       API |         3         11          2          7          2 |       201 
           |      1.49       5.47       1.00       3.48       1.00 |    100.00 
-----------+-------------------------------------------------------+----------
       APH |         2          0         12         19          4 |       237 
           |      0.84       0.00       5.06       8.02       1.69 |    100.00 
-----------+-------------------------------------------------------+----------
       APB |         2          3          5          3          0 |       132 
           |      1.52       2.27       3.79       2.27       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
       AOA |         0          1          8          6          6 |       105 
           |      0.00       0.95       7.62       5.71       5.71 |    100.00 
-----------+-------------------------------------------------------+----------
       NCC |         3          3         13         11         10 |       181 
           |      1.66       1.66       7.18       6.08       5.52 |    100.00 
-----------+-------------------------------------------------------+----------
       FRC |         3          3          4          5          3 |        96 
           |      3.12       3.12       4.17       5.21       3.12 |    100.00 
-----------+-------------------------------------------------------+----------
       OCW |         6          5          7         13          5 |       156 
           |      3.85       3.21       4.49       8.33       3.21 |    100.00 
-----------+-------------------------------------------------------+----------
       SDC |        14          2          3          3          7 |        97 
           |     14.43       2.06       3.09       3.09       7.22 |    100.00 
-----------+-------------------------------------------------------+----------
       SEC |         2          2         12         11          5 |       137 
           |      1.46       1.46       8.76       8.03       3.65 |    100.00 
-----------+-------------------------------------------------------+----------
       SMC |         3         12          6          1          2 |       191 
           |      1.57       6.28       3.14       0.52       1.05 |    100.00 
-----------+-------------------------------------------------------+----------
       SMM |         4         11          1          0          6 |       215 
           |      1.86       5.12       0.47       0.00       2.79 |    100.00 
-----------+-------------------------------------------------------+----------
       SMO |         6          5          2          6         12 |       131 
           |      4.58       3.82       1.53       4.58       9.16 |    100.00 
-----------+-------------------------------------------------------+----------
       PSP |         0          1          1          1          2 |        90 
           |      0.00       1.11       1.11       1.11       2.22 |    100.00 
-----------+-------------------------------------------------------+----------
        CW |         0          0          4          3          2 |        70 
           |      0.00       0.00       5.71       4.29       2.86 |    100.00 
-----------+-------------------------------------------------------+----------
       PSW |         2          0          5          8          4 |        89 
           |      2.25       0.00       5.62       8.99       4.49 |    100.00 
-----------+-------------------------------------------------------+----------
        HW |         2          0         16         14          6 |       110 
           |      1.82       0.00      14.55      12.73       5.45 |    100.00 
-----------+-------------------------------------------------------+----------
       CCW |         6          1         19          4          2 |       141 
           |      4.26       0.71      13.48       2.84       1.42 |    100.00 
-----------+-------------------------------------------------------+----------
       BSR |         0          6          3          5          1 |        88 
           |      0.00       6.82       3.41       5.68       1.14 |    100.00 
-----------+-------------------------------------------------------+----------
        SW |        12          2         13         23          8 |       251 
           |      4.78       0.80       5.18       9.16       3.19 |    100.00 
-----------+-------------------------------------------------------+----------
       PMO |         6         14          8         10          9 |       287 
           |      2.09       4.88       2.79       3.48       3.14 |    100.00 
-----------+-------------------------------------------------------+----------
        TO |         0          7          1          0          1 |       166 
           |      0.00       4.22       0.60       0.00       0.60 |    100.00 
-----------+-------------------------------------------------------+----------
        GL |         0          3          0          3          4 |       106 
           |      0.00       2.83       0.00       2.83       3.77 |    100.00 
-----------+-------------------------------------------------------+----------
       RWS |         8          3         11         33         16 |       225 
           |      3.56       1.33       4.89      14.67       7.11 |    100.00 
-----------+-------------------------------------------------------+----------
     Total |        95        134        191        213        132 |     4,769 
           |      1.99       2.81       4.01       4.47       2.77 |    100.00 


           |                      partnerfinal
  jobfinal |       PSP         CW        PSW         HW        CCW |     Total
-----------+-------------------------------------------------------+----------
       GMA |         3          0          1          1          5 |       140 
           |      2.14       0.00       0.71       0.71       3.57 |    100.00 
-----------+-------------------------------------------------------+----------
       PDM |         2          4          4          2         12 |       172 
           |      1.16       2.33       2.33       1.16       6.98 |    100.00 
-----------+-------------------------------------------------------+----------
        SM |         1          0          5          1          8 |       148 
           |      0.68       0.00       3.38       0.68       5.41 |    100.00 
-----------+-------------------------------------------------------+----------
       MPS |         2          5          3          6          5 |       208 
           |      0.96       2.40       1.44       2.88       2.40 |    100.00 
-----------+-------------------------------------------------------+----------
       OMO |         1          1          0          2          3 |       109 
           |      0.92       0.92       0.00       1.83       2.75 |    100.00 
-----------+-------------------------------------------------------+----------
       SET |         0          2          2          0          5 |        98 
           |      0.00       2.04       2.04       0.00       5.10 |    100.00 
-----------+-------------------------------------------------------+----------
        HP |         5          1          1          3          6 |       170 
           |      2.94       0.59       0.59       1.76       3.53 |    100.00 
-----------+-------------------------------------------------------+----------
       TPE |         8          0          1          0          1 |       222 
           |      3.60       0.00       0.45       0.00       0.45 |    100.00 
-----------+-------------------------------------------------------+----------
       API |         3          1          7          0          7 |       201 
           |      1.49       0.50       3.48       0.00       3.48 |    100.00 
-----------+-------------------------------------------------------+----------
       APH |         8          4          1          1          2 |       237 
           |      3.38       1.69       0.42       0.42       0.84 |    100.00 
-----------+-------------------------------------------------------+----------
       APB |         3          0          0          0          4 |       132 
           |      2.27       0.00       0.00       0.00       3.03 |    100.00 
-----------+-------------------------------------------------------+----------
       AOA |         4          0          2          1          0 |       105 
           |      3.81       0.00       1.90       0.95       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
       NCC |         5          1          3          1          0 |       181 
           |      2.76       0.55       1.66       0.55       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
       FRC |         1          1          0          2          2 |        96 
           |      1.04       1.04       0.00       2.08       2.08 |    100.00 
-----------+-------------------------------------------------------+----------
       OCW |         1          2          2          1          1 |       156 
           |      0.64       1.28       1.28       0.64       0.64 |    100.00 
-----------+-------------------------------------------------------+----------
       SDC |         0          0          3          2          6 |        97 
           |      0.00       0.00       3.09       2.06       6.19 |    100.00 
-----------+-------------------------------------------------------+----------
       SEC |         1          0          0          0          1 |       137 
           |      0.73       0.00       0.00       0.00       0.73 |    100.00 
-----------+-------------------------------------------------------+----------
       SMC |         1          4          5         16         19 |       191 
           |      0.52       2.09       2.62       8.38       9.95 |    100.00 
-----------+-------------------------------------------------------+----------
       SMM |         1          3          8         14          4 |       215 
           |      0.47       1.40       3.72       6.51       1.86 |    100.00 
-----------+-------------------------------------------------------+----------
       SMO |         2          2          4          6          2 |       131 
           |      1.53       1.53       3.05       4.58       1.53 |    100.00 
-----------+-------------------------------------------------------+----------
       PSP |        10          2          4          3          5 |        90 
           |     11.11       2.22       4.44       3.33       5.56 |    100.00 
-----------+-------------------------------------------------------+----------
        CW |         2          6          1          1          4 |        70 
           |      2.86       8.57       1.43       1.43       5.71 |    100.00 
-----------+-------------------------------------------------------+----------
       PSW |         4          1          2          2          3 |        89 
           |      4.49       1.12       2.25       2.25       3.37 |    100.00 
-----------+-------------------------------------------------------+----------
        HW |         3          1          2          4          0 |       110 
           |      2.73       0.91       1.82       3.64       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
       CCW |         5          4          3          0          2 |       141 
           |      3.55       2.84       2.13       0.00       1.42 |    100.00 
-----------+-------------------------------------------------------+----------
       BSR |         0          1          1          1          2 |        88 
           |      0.00       1.14       1.14       1.14       2.27 |    100.00 
-----------+-------------------------------------------------------+----------
        SW |        10          6          2          3          4 |       251 
           |      3.98       2.39       0.80       1.20       1.59 |    100.00 
-----------+-------------------------------------------------------+----------
       PMO |         1          6          6         17         12 |       287 
           |      0.35       2.09       2.09       5.92       4.18 |    100.00 
-----------+-------------------------------------------------------+----------
        TO |         1          7          7          8          8 |       166 
           |      0.60       4.22       4.22       4.82       4.82 |    100.00 
-----------+-------------------------------------------------------+----------
        GL |         0          5          7          8          4 |       106 
           |      0.00       4.72       6.60       7.55       3.77 |    100.00 
-----------+-------------------------------------------------------+----------
       RWS |         2          2          5          4          6 |       225 
           |      0.89       0.89       2.22       1.78       2.67 |    100.00 
-----------+-------------------------------------------------------+----------
     Total |        90         72         92        110        143 |     4,769 
           |      1.89       1.51       1.93       2.31       3.00 |    100.00 


           |                      partnerfinal
  jobfinal |       BSR         SW        PMO         TO         GL |     Total
-----------+-------------------------------------------------------+----------
       GMA |         4          5          4          4          2 |       140 
           |      2.86       3.57       2.86       2.86       1.43 |    100.00 
-----------+-------------------------------------------------------+----------
       PDM |         0         11          5          2         10 |       172 
           |      0.00       6.40       2.91       1.16       5.81 |    100.00 
-----------+-------------------------------------------------------+----------
        SM |         5          3          5          2          1 |       148 
           |      3.38       2.03       3.38       1.35       0.68 |    100.00 
-----------+-------------------------------------------------------+----------
       MPS |         2          9          6          5          6 |       208 
           |      0.96       4.33       2.88       2.40       2.88 |    100.00 
-----------+-------------------------------------------------------+----------
       OMO |         3          3          4          5          2 |       109 
           |      2.75       2.75       3.67       4.59       1.83 |    100.00 
-----------+-------------------------------------------------------+----------
       SET |         1          7          3          0          1 |        98 
           |      1.02       7.14       3.06       0.00       1.02 |    100.00 
-----------+-------------------------------------------------------+----------
        HP |         5          9          2          1          1 |       170 
           |      2.94       5.29       1.18       0.59       0.59 |    100.00 
-----------+-------------------------------------------------------+----------
       TPE |         7          2          3          2          3 |       222 
           |      3.15       0.90       1.35       0.90       1.35 |    100.00 
-----------+-------------------------------------------------------+----------
       API |         3          9          2          2          2 |       201 
           |      1.49       4.48       1.00       1.00       1.00 |    100.00 
-----------+-------------------------------------------------------+----------
       APH |         6          2         15          9          6 |       237 
           |      2.53       0.84       6.33       3.80       2.53 |    100.00 
-----------+-------------------------------------------------------+----------
       APB |         3          1          0          3          0 |       132 
           |      2.27       0.76       0.00       2.27       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
       AOA |         2          6         13          3          2 |       105 
           |      1.90       5.71      12.38       2.86       1.90 |    100.00 
-----------+-------------------------------------------------------+----------
       NCC |         4          6          9         11          3 |       181 
           |      2.21       3.31       4.97       6.08       1.66 |    100.00 
-----------+-------------------------------------------------------+----------
       FRC |         2          2         10          3          0 |        96 
           |      2.08       2.08      10.42       3.12       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
       OCW |         4          5          8          7          4 |       156 
           |      2.56       3.21       5.13       4.49       2.56 |    100.00 
-----------+-------------------------------------------------------+----------
       SDC |         0         12          6          1          0 |        97 
           |      0.00      12.37       6.19       1.03       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
       SEC |         6          2         14          7          3 |       137 
           |      4.38       1.46      10.22       5.11       2.19 |    100.00 
-----------+-------------------------------------------------------+----------
       SMC |         4         13          8          1          0 |       191 
           |      2.09       6.81       4.19       0.52       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
       SMM |         5         24         10          0          3 |       215 
           |      2.33      11.16       4.65       0.00       1.40 |    100.00 
-----------+-------------------------------------------------------+----------
       SMO |         1          8          9          1          4 |       131 
           |      0.76       6.11       6.87       0.76       3.05 |    100.00 
-----------+-------------------------------------------------------+----------
       PSP |         0         10          1          1          0 |        90 
           |      0.00      11.11       1.11       1.11       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
        CW |         1          6          6          6          5 |        70 
           |      1.43       8.57       8.57       8.57       7.14 |    100.00 
-----------+-------------------------------------------------------+----------
       PSW |         1          1          6          7          7 |        89 
           |      1.12       1.12       6.74       7.87       7.87 |    100.00 
-----------+-------------------------------------------------------+----------
        HW |         1          3         17          8          8 |       110 
           |      0.91       2.73      15.45       7.27       7.27 |    100.00 
-----------+-------------------------------------------------------+----------
       CCW |         2          4         12          8          3 |       141 
           |      1.42       2.84       8.51       5.67       2.13 |    100.00 
-----------+-------------------------------------------------------+----------
       BSR |         4          4          4          3          0 |        88 
           |      4.55       4.55       4.55       3.41       0.00 |    100.00 
-----------+-------------------------------------------------------+----------
        SW |         3         12         33         23          8 |       251 
           |      1.20       4.78      13.15       9.16       3.19 |    100.00 
-----------+-------------------------------------------------------+----------
       PMO |         4         33         36          9          7 |       287 
           |      1.39      11.50      12.54       3.14       2.44 |    100.00 
-----------+-------------------------------------------------------+----------
        TO |         3         23          9          8          1 |       166 
           |      1.81      13.86       5.42       4.82       0.60 |    100.00 
-----------+-------------------------------------------------------+----------
        GL |         0          8          7          1          2 |       106 
           |      0.00       7.55       6.60       0.94       1.89 |    100.00 
-----------+-------------------------------------------------------+----------
       RWS |         2          9         19         23         10 |       225 
           |      0.89       4.00       8.44      10.22       4.44 |    100.00 
-----------+-------------------------------------------------------+----------
     Total |        88        252        286        166        104 |     4,769 
           |      1.85       5.28       6.00       3.48       2.18 |    100.00 


           | partnerfin
           |     al
  jobfinal |       RWS |     Total
-----------+-----------+----------
       GMA |         4 |       140 
           |      2.86 |    100.00 
-----------+-----------+----------
       PDM |        11 |       172 
           |      6.40 |    100.00 
-----------+-----------+----------
        SM |         3 |       148 
           |      2.03 |    100.00 
-----------+-----------+----------
       MPS |         6 |       208 
           |      2.88 |    100.00 
-----------+-----------+----------
       OMO |         1 |       109 
           |      0.92 |    100.00 
-----------+-----------+----------
       SET |         1 |        98 
           |      1.02 |    100.00 
-----------+-----------+----------
        HP |         3 |       170 
           |      1.76 |    100.00 
-----------+-----------+----------
       TPE |         2 |       222 
           |      0.90 |    100.00 
-----------+-----------+----------
       API |         2 |       201 
           |      1.00 |    100.00 
-----------+-----------+----------
       APH |         6 |       237 
           |      2.53 |    100.00 
-----------+-----------+----------
       APB |         2 |       132 
           |      1.52 |    100.00 
-----------+-----------+----------
       AOA |         1 |       105 
           |      0.95 |    100.00 
-----------+-----------+----------
       NCC |         4 |       181 
           |      2.21 |    100.00 
-----------+-----------+----------
       FRC |         5 |        96 
           |      5.21 |    100.00 
-----------+-----------+----------
       OCW |         6 |       156 
           |      3.85 |    100.00 
-----------+-----------+----------
       SDC |         8 |        97 
           |      8.25 |    100.00 
-----------+-----------+----------
       SEC |         5 |       137 
           |      3.65 |    100.00 
-----------+-----------+----------
       SMC |        11 |       191 
           |      5.76 |    100.00 
-----------+-----------+----------
       SMM |        33 |       215 
           |     15.35 |    100.00 
-----------+-----------+----------
       SMO |        16 |       131 
           |     12.21 |    100.00 
-----------+-----------+----------
       PSP |         2 |        90 
           |      2.22 |    100.00 
-----------+-----------+----------
        CW |         2 |        70 
           |      2.86 |    100.00 
-----------+-----------+----------
       PSW |         5 |        89 
           |      5.62 |    100.00 
-----------+-----------+----------
        HW |         4 |       110 
           |      3.64 |    100.00 
-----------+-----------+----------
       CCW |         6 |       141 
           |      4.26 |    100.00 
-----------+-----------+----------
       BSR |         2 |        88 
           |      2.27 |    100.00 
-----------+-----------+----------
        SW |         9 |       251 
           |      3.59 |    100.00 
-----------+-----------+----------
       PMO |        20 |       287 
           |      6.97 |    100.00 
-----------+-----------+----------
        TO |        23 |       166 
           |     13.86 |    100.00 
-----------+-----------+----------
        GL |        10 |       106 
           |      9.43 |    100.00 
-----------+-----------+----------
       RWS |        16 |       225 
           |      7.11 |    100.00 
-----------+-----------+----------
     Total |       229 |     4,769 
           |      4.80 |    100.00 

. 

Outflow percentages at the diagonal are now identified for each 31 MOG. The outflows are input into a .txt document, with the matrix dissimilarity produced. The matrix itself is * 0.01 to provide a measure on the 1/100th scale.

%%stata

cd"G:\Stata data and do\do files\Status"


infile GMA PDM SM MPS OMO SET HP TPE API APH APB AOA NCC FRC OCW SDC SEC SMC SMM SMO PSP CW PSW HW CCW BSR SW PMO TO GL RWS using "fullocctextprop.txt", clear

matrix dissimilarity D = GMA PDM SM MPS OMO SET HP TPE API APH APB AOA NCC FRC OCW SDC SEC SMC SMM SMO PSP CW PSW HW CCW BSR SW PMO TO GL RWS, variables 

mat list D

matrix D = 0.01 * D
mat list D

. 
. cd"G:\Stata data and do\do files\Status"
G:\Stata data and do\do files\Status

. 
. 
. infile GMA PDM SM MPS OMO SET HP TPE API APH APB AOA NCC FRC OCW SDC SEC SMC 
> SMM SMO PSP CW PSW HW CCW BSR SW PMO TO GL RWS using "fullocctextprop.txt", c
> lear
(31 observations read)

. 
. matrix dissimilarity D = GMA PDM SM MPS OMO SET HP TPE API APH APB AOA NCC FR
> C OCW SDC SEC SMC SMM SMO PSP CW PSW HW CCW BSR SW PMO TO GL RWS, variables 

. 
. mat list D

symmetric D[31,31]
           GMA        PDM         SM        MPS        OMO        SET
GMA          0
PDM  16.386354          0
 SM  11.020536  19.824783          0
MPS  23.211863   23.36978  25.834314          0
OMO  11.596586  19.733135  13.187054  26.120605          0
SET  12.752521  16.700881  14.741065  22.841256  11.388002          0
 HP  16.370761  23.469398  16.541651    29.2631   14.10051  19.348292
TPE  30.285957  35.778016   30.54716  36.100496  33.119215  33.014354
API  16.832644  19.818403  15.459693  25.970716  17.149014  17.121411
APH   19.65766   25.27822  22.604084  27.263609  22.688142  25.358486
APB  13.143462  24.056683  15.473203  29.133194  19.459183   20.55372
AOA  16.003756  21.886426  18.545415  25.976243  13.967613  17.093707
NCC  13.371971  21.652598  17.202907  21.477942  17.504051  19.943641
FRC  11.637848   20.34079  16.263219  24.978957  9.0464193  11.452279
OCW  12.224226  19.525755  15.355081  21.242238  13.081709  13.999032
SDC  20.483586  23.733532  21.975958  27.202796  19.763479   16.55197
SEC  14.533258  23.246058  15.861204   24.30841  14.169481  16.104949
SMC  24.239092  21.120554  23.895824  25.903644  24.180624  23.441659
SMM  26.025658  23.513658  25.484844  27.531275  25.733801  25.152282
SMO  19.947546  19.821408  22.199896  22.480325  18.469223  17.681261
PSP  15.522719   19.48793  19.532127  26.754693  16.047567  16.020062
 CW  17.451659  18.439453  20.915043  23.977093  15.540347  14.016918
PSW  15.331715  18.985808  20.111124  23.905085  14.659342  14.705186
 HW  19.876947  22.742582  22.888604  24.241658  17.829768  19.655671
CCW  15.905706  20.514315  19.760503   23.86506  17.556398  17.506139
BSR  11.285367  19.499182   13.79962  25.242961  7.3843009  9.4475974
 SW  28.137732  29.355701  31.538088  27.800658  28.980714  30.300884
PMO  33.002118  27.988876  32.540129   31.60367  31.640616  32.188886
 TO  21.659243  18.576787  21.751741  26.035272  20.907129  20.302291
 GL  18.135327  16.429781   20.42153  23.071799  17.402807  14.892182
RWS  28.618246  27.769764  30.505472  28.498954  28.784322  29.820188

            HP        TPE        API        APH        APB        AOA
 HP          0
TPE  30.419066          0
API  17.305973  31.413222          0
APH  20.813995  31.561156  23.902718          0
APB   23.15867  31.152621   23.39268  27.023205          0
AOA  22.062094  36.498364  20.195492  24.754454  24.917672          0
NCC  21.320103  32.906993  21.484197  17.113264  18.924249  16.671161
FRC   19.50251  34.781422   20.19548  23.632607  19.399894  11.825088
OCW  21.113254  33.560204  18.010986  18.946665  19.815956  14.570494
SDC  26.112359  40.798357  25.014596  30.846214  25.992812  20.129871
SEC  21.160818  32.952326  22.093535  18.613141  22.712278  14.859886
SMC  26.509044  40.686189   23.07998    33.8451  29.200489  26.650493
SMM  27.826701  43.420927   24.25008  33.318264  32.184609  26.720466
SMO  25.526277  40.012273  22.281928  29.413623  26.860439  15.938526
PSP  20.038822   34.25377  21.281008  26.434553  22.530366  14.984305
 CW  24.649641  38.394588  25.658622   26.06251  25.227524  16.063505
PSW  23.938511  36.473202  23.140022  23.877309   23.70266  12.948502
 HW  26.294041  38.800884   27.18602  25.201829  26.839367  14.557012
CCW  23.128543  34.433012  24.055548  18.568988  22.739483  17.546558
BSR  17.930848  33.423541  18.733216  24.975786   18.68733  13.504744
 SW  31.509319  41.430119  30.433496  22.355867   34.86333  26.367317
PMO  34.004529   48.09091  29.341668  35.387291  39.376914  30.609841
 TO  25.164849  41.425893  23.494125  30.419613  27.873037  23.230382
 GL  24.742904  38.548101  23.539643  27.509048   26.50874  17.576163
RWS  34.190645   44.38253  31.216497  27.723997  34.219413  27.270728

           NCC        FRC        OCW        SDC        SEC        SMC
NCC          0
FRC  15.694983          0
OCW  11.469024  11.089689          0
SDC  21.967588  15.959367  17.184423          0
SEC  13.703868  12.878614  10.316274  20.039254          0
SMC  28.126831  24.580763  25.582957   26.27542  29.313488          0
SMM  28.096211  25.787458  24.928566  25.374988  28.806133  17.679573
SMO  19.661083  15.264275  16.311324   14.20151  20.435689  21.347042
PSP  19.968946  14.748454  20.038959  20.697394  21.573813  24.163133
 CW  19.929651  13.432367  16.934914  19.253688  17.287649  26.595308
PSW  16.154773   10.56462  13.001884  16.932389  14.367891  26.808683
 HW  17.064079  15.144263  16.121628  19.863698  15.711238  28.444029
CCW  13.284114  14.493246  12.637357   19.59526  13.775561  28.802928
BSR  17.537106  7.8356109  13.362485  18.227244  14.182048  23.815812
 SW   21.51835  27.238188    21.7425  28.084762  23.837823  33.891881
PMO  32.228512  31.907734  29.538322  31.881708  33.032096   21.08673
 TO  24.408687  20.915959  21.582899  22.912816   25.19517  17.170015
 GL  21.052513  14.968353  17.799298   19.13825  20.276604  20.483156
RWS  21.839345  27.195542  21.758784  25.828057   24.83324  32.596028

           SMM        SMO        PSP         CW        PSW         HW
SMM          0
SMO  18.446178          0
PSP  26.536554  18.132722          0
 CW  27.995037  17.759544  15.103701          0
PSW  27.393912  14.773635  14.631517  10.563101          0
 HW  28.633653  16.654273  19.014447  13.665065  10.271675          0
CCW  29.632239  20.642294  19.122518  15.409292  13.310387  14.909712
BSR  25.396704   17.18197  14.615502  13.335618  13.250577  16.336998
 SW  33.525588  26.204095  29.652652  27.156609  24.026874   23.35258
PMO  20.165166  25.297442  33.587855  32.919927  32.448145  31.268383
 TO  14.342193  17.925742  20.611089  19.620051  22.125472  24.150715
 GL  21.010531  14.679547  15.935805  12.612236   15.04371   17.91522
RWS  31.030374  22.850007  31.161159  26.870121  22.948366   20.81141

           CCW        BSR         SW        PMO         TO         GL
CCW          0
BSR  17.295889          0
 SW  21.001854  30.211645          0
PMO  32.799337  32.668154  28.797708          0
 TO  23.592649  19.929449  30.046248  22.942637          0
 GL  18.813155   15.35918  29.680176  28.365865  14.548193          0
RWS   24.40973  28.687048  18.169551  28.503828   28.65813  27.360207

           RWS
RWS          0

. 
. matrix D = 0.01 * D

. mat list D

symmetric D[31,31]
           GMA        PDM         SM        MPS        OMO        SET
GMA          0
PDM  .16386354          0
 SM  .11020536  .19824783          0
MPS  .23211863   .2336978  .25834314          0
OMO  .11596586  .19733135  .13187054  .26120605          0
SET  .12752521  .16700881  .14741065  .22841256  .11388002          0
 HP  .16370761  .23469398  .16541651    .292631   .1410051  .19348292
TPE  .30285957  .35778016   .3054716  .36100496  .33119215  .33014354
API  .16832644  .19818403  .15459693  .25970716  .17149014  .17121411
APH   .1965766   .2527822  .22604084  .27263609  .22688142  .25358486
APB  .13143462  .24056683  .15473203  .29133194  .19459183   .2055372
AOA  .16003756  .21886426  .18545415  .25976243  .13967613  .17093707
NCC  .13371971  .21652598  .17202907  .21477942  .17504051  .19943641
FRC  .11637848   .2034079  .16263219  .24978957  .09046419  .11452279
OCW  .12224226  .19525755  .15355081  .21242238  .13081709  .13999032
SDC  .20483586  .23733532  .21975958  .27202796  .19763479   .1655197
SEC  .14533258  .23246058  .15861204   .2430841  .14169481  .16104949
SMC  .24239092  .21120554  .23895824  .25903644  .24180624  .23441659
SMM  .26025658  .23513658  .25484844  .27531275  .25733801  .25152282
SMO  .19947546  .19821408  .22199896  .22480325  .18469223  .17681261
PSP  .15522719   .1948793  .19532127  .26754693  .16047567  .16020062
 CW  .17451659  .18439453  .20915043  .23977093  .15540347  .14016918
PSW  .15331715  .18985808  .20111124  .23905085  .14659342  .14705186
 HW  .19876947  .22742582  .22888604  .24241658  .17829768  .19655671
CCW  .15905706  .20514315  .19760503   .2386506  .17556398  .17506139
BSR  .11285367  .19499182   .1379962  .25242961  .07384301  .09447597
 SW  .28137732  .29355701  .31538088  .27800658  .28980714  .30300884
PMO  .33002118  .27988876  .32540129   .3160367  .31640616  .32188886
 TO  .21659243  .18576787  .21751741  .26035272  .20907129  .20302291
 GL  .18135327  .16429781   .2042153  .23071799  .17402807  .14892182
RWS  .28618246  .27769764  .30505472  .28498954  .28784322  .29820188

            HP        TPE        API        APH        APB        AOA
 HP          0
TPE  .30419066          0
API  .17305973  .31413222          0
APH  .20813995  .31561156  .23902718          0
APB   .2315867  .31152621   .2339268  .27023205          0
AOA  .22062094  .36498364  .20195492  .24754454  .24917672          0
NCC  .21320103  .32906993  .21484197  .17113264  .18924249  .16671161
FRC   .1950251  .34781422   .2019548  .23632607  .19399894  .11825088
OCW  .21113254  .33560204  .18010986  .18946665  .19815956  .14570494
SDC  .26112359  .40798357  .25014596  .30846214  .25992812  .20129871
SEC  .21160818  .32952326  .22093535  .18613141  .22712278  .14859886
SMC  .26509044  .40686189   .2307998    .338451  .29200489  .26650493
SMM  .27826701  .43420927   .2425008  .33318264  .32184609  .26720466
SMO  .25526277  .40012273  .22281928  .29413623  .26860439  .15938526
PSP  .20038822   .3425377  .21281008  .26434553  .22530366  .14984305
 CW  .24649641  .38394588  .25658622   .2606251  .25227524  .16063505
PSW  .23938511  .36473202  .23140022  .23877309   .2370266  .12948502
 HW  .26294041  .38800884   .2718602  .25201829  .26839367  .14557012
CCW  .23128543  .34433012  .24055548  .18568988  .22739483  .17546558
BSR  .17930848  .33423541  .18733216  .24975786   .1868733  .13504744
 SW  .31509319  .41430119  .30433496  .22355867   .3486333  .26367317
PMO  .34004529   .4809091  .29341668  .35387291  .39376914  .30609841
 TO  .25164849  .41425893  .23494125  .30419613  .27873037  .23230382
 GL  .24742904  .38548101  .23539643  .27509048   .2650874  .17576163
RWS  .34190645   .4438253  .31216497  .27723997  .34219413  .27270728

           NCC        FRC        OCW        SDC        SEC        SMC
NCC          0
FRC  .15694983          0
OCW  .11469024  .11089689          0
SDC  .21967588  .15959367  .17184423          0
SEC  .13703868  .12878614  .10316274  .20039254          0
SMC  .28126831  .24580763  .25582957   .2627542  .29313488          0
SMM  .28096211  .25787458  .24928566  .25374988  .28806133  .17679573
SMO  .19661083  .15264275  .16311324   .1420151  .20435689  .21347042
PSP  .19968946  .14748454  .20038959  .20697394  .21573813  .24163133
 CW  .19929651  .13432367  .16934914  .19253688  .17287649  .26595308
PSW  .16154773   .1056462  .13001884  .16932389  .14367891  .26808683
 HW  .17064079  .15144263  .16121628  .19863698  .15711238  .28444029
CCW  .13284114  .14493246  .12637357   .1959526  .13775561  .28802928
BSR  .17537106  .07835611  .13362485  .18227244  .14182048  .23815812
 SW   .2151835  .27238188    .217425  .28084762  .23837823  .33891881
PMO  .32228512  .31907734  .29538322  .31881708  .33032096   .2108673
 TO  .24408687  .20915959  .21582899  .22912816   .2519517  .17170015
 GL  .21052513  .14968353  .17799298   .1913825  .20276604  .20483156
RWS  .21839345  .27195542  .21758784  .25828057   .2483324  .32596028

           SMM        SMO        PSP         CW        PSW         HW
SMM          0
SMO  .18446178          0
PSP  .26536554  .18132722          0
 CW  .27995037  .17759544  .15103701          0
PSW  .27393912  .14773635  .14631517  .10563101          0
 HW  .28633653  .16654273  .19014447  .13665065  .10271675          0
CCW  .29632239  .20642294  .19122518  .15409292  .13310387  .14909712
BSR  .25396704   .1718197  .14615502  .13335618  .13250577  .16336998
 SW  .33525588  .26204095  .29652652  .27156609  .24026874   .2335258
PMO  .20165166  .25297442  .33587855  .32919927  .32448145  .31268383
 TO  .14342193  .17925742  .20611089  .19620051  .22125472  .24150715
 GL  .21010531  .14679547  .15935805  .12612236   .1504371   .1791522
RWS  .31030374  .22850007  .31161159  .26870121  .22948366   .2081141

           CCW        BSR         SW        PMO         TO         GL
CCW          0
BSR  .17295889          0
 SW  .21001854  .30211645          0
PMO  .32799337  .32668154  .28797708          0
 TO  .23592649  .19929449  .30046248  .22942637          0
 GL  .18813155   .1535918  .29680176  .28365865  .14548193          0
RWS   .2440973  .28687048  .18169551  .28503828   .2865813  .27360207

           RWS
RWS          0

. 

We now conduct the multidimensional scaling, keeping with Chan and Goldthorpe (2004), we keep the number of dimensions at 3 - though unlike their paper, we will only focus on the dimension that best represents homophily. The stress levels are provided alongside figures of each dimension combination.

Stress values for occupational titles have an average of 0.16 after three dimensions and sit between a range of 0.09 and 0.42. Figure 1.1 details a scree plot of eigenvalues demonstrating the three-dimensional selection.

%%stata

mdsmat D, dimensions(3)

estat config
estat stress

mdsconfig, dimensions(2 1)

. 
. mdsmat D, dimensions(3)

Classical metric multidimensional scaling
Dissimilarity matrix: D

                                             Number of obs        =         31
    Eigenvalues > 0      =        30         Mardia fit measure 1 =     0.5940
    Retained dimensions  =         3         Mardia fit measure 2 =     0.8928

    --------------------------------------------------------------------------
                 |                   abs(eigenvalue)          (eigenvalue)^2
      Dimension  |  Eigenvalue      Percent    Cumul.       Percent    Cumul.
    -------------+------------------------------------------------------------
              1  |   .21778047        25.98     25.98         48.57     48.57
              2  |   .15633491        18.65     44.63         25.03     73.59
              3  |   .12376394        14.77     59.40         15.68     89.28
    -------------+------------------------------------------------------------
              4  |   .05660562         6.75     66.15          3.28     92.56
              5  |   .04393254         5.24     71.39          1.98     94.53
              6  |   .03959736         4.72     76.12          1.61     96.14
              7  |   .03105335         3.70     79.82          0.99     97.13
              8  |   .02455823         2.93     82.75          0.62     97.75
              9  |   .02368077         2.83     85.58          0.57     98.32
             10  |   .02310225         2.76     88.33          0.55     98.87
    --------------------------------------------------------------------------

. 
. estat config

Configuration in 3-dimensional Euclidean space (principal normalization)

    Category |         dim1          dim2          dim3 
    ---------+------------------------------------------
         GMA |       0.0672        0.0242        0.0103 
         PDM |      -0.0249        0.0469       -0.0133 
          SM |       0.0649        0.0590       -0.0052 
         MPS |      -0.0250       -0.0160       -0.0611 
         OMO |       0.0436        0.0282        0.0414 
         SET |       0.0310        0.0439        0.0519 
          HP |       0.0802        0.0651       -0.0378 
         TPE |       0.2356        0.0530       -0.1497 
         API |       0.0316        0.0771       -0.0618 
         APH |       0.0841       -0.0853       -0.1024 
         APB |       0.1143        0.0486        0.0139 
         AOA |       0.0066       -0.0220        0.0551 
         NCC |       0.0403       -0.0684       -0.0233 
         FRC |       0.0258       -0.0032        0.0688 
         OCW |       0.0167       -0.0439       -0.0001 
         SDC |      -0.0415       -0.0147        0.0800 
         SEC |       0.0500       -0.0628        0.0150 
         SMC |      -0.1088        0.1312       -0.0432 
         SMM |      -0.1427        0.1087       -0.0427 
         SMO |      -0.0845        0.0020        0.0410 
         PSP |       0.0243        0.0356        0.0614 
          CW |      -0.0084       -0.0274        0.0922 
         PSW |       0.0021       -0.0555        0.0714 
          HW |      -0.0223       -0.0891        0.0612 
         CCW |       0.0308       -0.0789        0.0172 
         BSR |       0.0381        0.0310        0.0674 
          SW |      -0.0586       -0.1752       -0.0975 
         PMO |      -0.2110        0.0362       -0.1221 
          TO |      -0.1054        0.0776        0.0048 
          GL |      -0.0533        0.0321        0.0594 
         RWS |      -0.1009       -0.1579       -0.0523 
    ----------------------------------------------------

. estat stress

Stress between disparities and Euclidean distances

    Category |  Kruskal 
    ---------+----------
         GMA |   0.1711 
         PDM |   0.2493 
          SM |   0.1705 
         MPS |   0.4164 
         OMO |   0.2004 
         SET |   0.1665 
          HP |   0.2114 
         TPE |   0.0704 
         API |   0.1660 
         APH |   0.1164 
         APB |   0.2032 
         AOA |   0.2107 
         NCC |   0.1417 
         FRC |   0.1896 
         OCW |   0.1991 
         SDC |   0.2307 
         SEC |   0.1665 
         SMC |   0.1130 
         SMM |   0.1138 
         SMO |   0.1329 
         PSP |   0.2272 
          CW |   0.1561 
         PSW |   0.1598 
          HW |   0.1215 
         CCW |   0.1403 
         BSR |   0.1949 
          SW |   0.1114 
         PMO |   0.0916 
          TO |   0.1306 
          GL |   0.1452 
         RWS |   0.0915 
    ---------+----------
       Total |   0.1594 

. 
. mdsconfig, dimensions(2 1)

. 

%%stata

mdsconfig, dimensions(3 1)

. 
. mdsconfig, dimensions(3 1)

. 

%%stata

mdsconfig, dimensions(3 2)

. 
. mdsconfig, dimensions(3 2)

. 

%%stata

screeplot
estat config

. 
. screeplot

. estat config

Configuration in 3-dimensional Euclidean space (principal normalization)

    Category |         dim1          dim2          dim3 
    ---------+------------------------------------------
         GMA |       0.0672        0.0242        0.0103 
         PDM |      -0.0249        0.0469       -0.0133 
          SM |       0.0649        0.0590       -0.0052 
         MPS |      -0.0250       -0.0160       -0.0611 
         OMO |       0.0436        0.0282        0.0414 
         SET |       0.0310        0.0439        0.0519 
          HP |       0.0802        0.0651       -0.0378 
         TPE |       0.2356        0.0530       -0.1497 
         API |       0.0316        0.0771       -0.0618 
         APH |       0.0841       -0.0853       -0.1024 
         APB |       0.1143        0.0486        0.0139 
         AOA |       0.0066       -0.0220        0.0551 
         NCC |       0.0403       -0.0684       -0.0233 
         FRC |       0.0258       -0.0032        0.0688 
         OCW |       0.0167       -0.0439       -0.0001 
         SDC |      -0.0415       -0.0147        0.0800 
         SEC |       0.0500       -0.0628        0.0150 
         SMC |      -0.1088        0.1312       -0.0432 
         SMM |      -0.1427        0.1087       -0.0427 
         SMO |      -0.0845        0.0020        0.0410 
         PSP |       0.0243        0.0356        0.0614 
          CW |      -0.0084       -0.0274        0.0922 
         PSW |       0.0021       -0.0555        0.0714 
          HW |      -0.0223       -0.0891        0.0612 
         CCW |       0.0308       -0.0789        0.0172 
         BSR |       0.0381        0.0310        0.0674 
          SW |      -0.0586       -0.1752       -0.0975 
         PMO |      -0.2110        0.0362       -0.1221 
          TO |      -0.1054        0.0776        0.0048 
          GL |      -0.0533        0.0321        0.0594 
         RWS |      -0.1009       -0.1579       -0.0523 
    ----------------------------------------------------

. 

Now we have the dimension, recorded in dimension 1 - similar to Chan and Goldthorpe (2004) that appears to be a solid representation of homophily. From this we can now move on to constructing the rest of the social status measure.

Dimension 1 of the MDSCAL analysis appears to clearly represent a dimension of homophily. In figure 1.2, clear instances of homophilic practice appear. For example, occupations RWS and SW, routine service workers and sales workers are very close within dimension 1 but are some of the furthest apart from TPE, or teachers and other professionals in education. General managers and administrators (GMA) are situated closely to Associate professionals in business (APB) but are very far away from Plant and machine operatives (PMO). This homophilic identification appears to see those concretely defined manual working occupations on the left-hand side of dimension 1 and those concretely defined non-manual working occupations on the right hand side. Those that exhibit partial forms of either are situated around 0 on the dimension 1 scale. What Chan expresses as a prima facie expression of status can at this stage be described as homophily – in that those individuals from similar occupational backgrounds appear to be married to one another. Whilst using different definitions, these results line up with Chan and other scholars.

I also concur with Chan’s conclusions that dimension 2 appears to be an expression of sex-based segregation within occupations. Those that are more traditionally male dominated are on the top half of the dimension 2 and those that are traditionally female dominated in the bottom half. Those occupations that see little sex segregation like record clerks are situated near 0. Dimension 3 follows Chan’s interpretation also.

Following the MCDSCAL analysis external statistical tests are called for by Chan to validate the claim that dimension 1 is an expression of social status rather than that of homophily. This is a misunderstanding of the abilities of MDSCAL as a method. MDSCAL as a method is a data reduction technique, one in which this case, a matrix of similarity or dissimilarity is entered and based upon the eigenvalues a certain number of dimensions are provided that express this matrix in Euclidean space. MDSCAL cannot provide evidence for a measure of social status, it can provide dimensions of data reduction based upon a given matrix. Identification of a manual/non-manual divide and marriage similarity patterns are justifiable due to externally validated statistics being an adequate source of evidence to strengthen claims that dimension 1 is an expression of homophily, and dimension 2 is an expression of manual/non-manual division – which is what Chan does to justify dimension 2s existence. Making a claim to social status is untenable, and attempting to justify it with external statistical tests on variables as Chan does is a data dredging exercise. To prove this point, I present subsequent duplications of analysis from Chan’s original paper providing their original results, alongside results of my measure, and the mean CAMSIS score of each occupational grouping. The data presented makes a strong case that these three measures are very similar to one another, and as such either all are a measure of social status – which is a near impossible case to prove, or the much easier assumption to accept, is that they are all measures of social distance or homophily.

%%stata

clear

use"G:\Stata data and do\BHPS + US\UKDA-6614-stata\stata\stata13_se\bhps_w10\bj_indresp"

gen age=.
replace age = bj_age if bj_age>=20 & bj_age<=65

keep if !missing(age)

tab bj_jbsoc90_cc

gen jobsoc=bj_jbsoc90_cc

replace jobsoc=. if jobsoc<10

tab jobsoc

gen jobfinal=. 
replace jobfinal=1 if (jobsoc==10 | jobsoc==13 | jobsoc==15)
replace jobfinal=2 if (jobsoc==11 | jobsoc==14 | jobsoc==16)
replace jobfinal=3 if (jobsoc==12)
replace jobfinal=4 if (jobsoc==17)
replace jobfinal=5 if (jobsoc==19)
replace jobfinal=6 if (jobsoc==20 | jobsoc==21)
replace jobfinal=7 if (jobsoc==22 | jobsoc==24 | jobsoc==25 | jobsoc==26 | jobsoc==27 | jobsoc==29)
replace jobfinal=8 if (jobsoc==23)
replace jobfinal=9 if (jobsoc==30 | jobsoc==31 | jobsoc==32 | jobsoc==33 | jobsoc==39)
replace jobfinal=10 if (jobsoc==34 | jobsoc==37)
replace jobfinal=11 if (jobsoc==35 | jobsoc==36 | jobsoc==38)
replace jobfinal=12 if (jobsoc==40)
replace jobfinal=13 if (jobsoc==41)
replace jobfinal=14 if (jobsoc==42)
replace jobfinal=15 if (jobsoc==43)
replace jobfinal=16 if (jobsoc==44 | jobsoc==49)
replace jobfinal=17 if (jobsoc==45 | jobsoc==46)
replace jobfinal=18 if (jobsoc==50 | jobsoc==52)
replace jobfinal=19 if (jobsoc==51 | jobsoc==53 | jobsoc==54)
replace jobfinal=20 if (jobsoc==55 | jobsoc==56 | jobsoc==58 | jobsoc==59)
replace jobfinal=21 if (jobsoc==60 | jobsoc==61)
replace jobfinal=22 if (jobsoc==62)
replace jobfinal=23 if (jobsoc==63 | jobsoc==66 | jobsoc==67 | jobsoc==69)
replace jobfinal=24 if (jobsoc==64)
replace jobfinal=25 if (jobsoc==65)
replace jobfinal=26 if (jobsoc==70 | jobsoc==71)
replace jobfinal=27 if (jobsoc==72 | jobsoc==73 | jobsoc==79)
replace jobfinal=28 if (jobsoc==80 | jobsoc==81 | jobsoc==82 | jobsoc==83 | jobsoc==84 | jobsoc==85 | jobsoc==86 | jobsoc==89)
replace jobfinal=29 if (jobsoc==87 | jobsoc==88)
replace jobfinal=30 if (jobsoc==90 | jobsoc==91 | jobsoc==92 | jobsoc==93 | jobsoc==99)
replace jobfinal=31 if (jobsoc==94 | jobsoc==95)


label define soc_lbl 1"GMA" 2"PDM" 3"SM" 4"MPS" 5"OMO" 6"SET" 7"HP" 8"TPE" 9"API" 10"APH" 11"APB" 12"AOA" 13"NCC" 14"FRC" 15"OCW" 16"SDC" 17"SEC" 18"SMC" 19"SMM" 20"SMO" 21"PSP" 22"CW" 23"PSW" 24"HW" 25"CCW" 26"BSR" 27"SW" 28"PMO" 29"TO" 30"GL" 31"RWS"
label values jobfinal soc_lbl 

gen status=. 
replace status=0.0672 if(jobfinal==1)
replace status=-0.0249 if(jobfinal==2)
replace status=0.0649 if(jobfinal==3)
replace status=-0.0250 if(jobfinal==4)
replace status=0.0436 if(jobfinal==5)
replace status=0.0310 if(jobfinal==6)
replace status=0.0802 if(jobfinal==7)
replace status=0.2356  if(jobfinal==8)
replace status=0.0316 if(jobfinal==9)
replace status=0.0841 if(jobfinal==10)
replace status=0.1143 if(jobfinal==11)
replace status=0.0066 if(jobfinal==12)
replace status=0.0403 if(jobfinal==13)
replace status=0.0258 if(jobfinal==14)
replace status=0.0167 if(jobfinal==15)
replace status=-0.0415 if(jobfinal==16)
replace status=0.0500 if(jobfinal==17)
replace status=-0.1088 if(jobfinal==18)
replace status=-0.1427 if(jobfinal==19)
replace status=-0.0845 if(jobfinal==20)
replace status=0.0243 if(jobfinal==21)
replace status=-0.0084 if(jobfinal==22)
replace status=0.0021 if(jobfinal==23)
replace status=-0.0223 if(jobfinal==24)
replace status=0.0308 if(jobfinal==25)
replace status=0.0381 if(jobfinal==26)
replace status=-0.0586 if(jobfinal==27)
replace status=-0.2110 if(jobfinal==28)
replace status=-0.1054 if(jobfinal==29)
replace status=-0.0533 if(jobfinal==30)
replace status=-0.1009 if(jobfinal==31)

label values status soc_lbl

egen mean_status= mean(status)
egen sd_status = sd(status)
gen status_z = (status - mean_status) / sd_status

. 
. clear

. 
. use"G:\Stata data and do\BHPS + US\UKDA-6614-stata\stata\stata13_se\bhps_w10\
> bj_indresp"
(Substantive data for responding adults (16+), incl. proxies)

. 
. gen age=.
(15,603 missing values generated)

. replace age = bj_age if bj_age>=20 & bj_age<=65
(11,790 real changes made)

. 
. keep if !missing(age)
(3,813 observations deleted)

. 
. tab bj_jbsoc90_cc

    Current |
   job: SOC |
      1990, |
  condensed |      Freq.     Percent        Cum.
------------+-----------------------------------
         -9 |          1        0.01        0.01
         -8 |      3,251       27.57       27.58
         10 |         61        0.52       28.10
         11 |        148        1.26       29.36
         12 |        253        2.15       31.50
         13 |        146        1.24       32.74
         14 |         40        0.34       33.08
         15 |         15        0.13       33.21
         16 |         85        0.72       33.93
         17 |        375        3.18       37.11
         19 |        187        1.59       38.69
         20 |         39        0.33       39.02
         21 |        139        1.18       40.20
         22 |         55        0.47       40.67
         23 |        387        3.28       43.95
         24 |         45        0.38       44.33
         25 |         97        0.82       45.16
         26 |         35        0.30       45.45
         27 |          7        0.06       45.51
         29 |         80        0.68       46.19
         30 |         82        0.70       46.89
         31 |         41        0.35       47.23
         32 |        109        0.92       48.16
         33 |         10        0.08       48.24
         34 |        271        2.30       50.54
         35 |          3        0.03       50.57
         36 |        117        0.99       51.56
         37 |        132        1.12       52.68
         38 |        124        1.05       53.73
         39 |        113        0.96       54.69
         40 |        180        1.53       56.22
         41 |        327        2.77       58.99
         42 |        179        1.52       60.51
         43 |        283        2.40       62.91
         44 |        152        1.29       64.20
         45 |        159        1.35       65.55
         46 |         86        0.73       66.28
         49 |         29        0.25       66.52
         50 |        166        1.41       67.93
         51 |        161        1.37       69.30
         52 |        158        1.34       70.64
         53 |         94        0.80       71.43
         54 |         84        0.71       72.15
         55 |         60        0.51       72.65
         56 |         39        0.33       72.99
         57 |         90        0.76       73.75
         58 |         41        0.35       74.10
         59 |         92        0.78       74.88
         60 |          9        0.08       74.95
         61 |        161        1.37       76.32
         62 |        166        1.41       77.73
         63 |         21        0.18       77.91
         64 |        189        1.60       79.51
         65 |        220        1.87       81.37
         66 |         56        0.47       81.85
         67 |         61        0.52       82.37
         69 |         32        0.27       82.64
         70 |         21        0.18       82.82
         71 |        119        1.01       83.83
         72 |        392        3.32       87.15
         73 |         28        0.24       87.39
         79 |         49        0.42       87.80
         80 |         50        0.42       88.23
         81 |         12        0.10       88.33
         82 |         83        0.70       89.03
         83 |         20        0.17       89.20
         84 |         32        0.27       89.47
         85 |         83        0.70       90.18
         86 |        116        0.98       91.16
         87 |        249        2.11       93.27
         88 |         46        0.39       93.66
         89 |        112        0.95       94.61
         90 |         61        0.52       95.13
         91 |         15        0.13       95.26
         92 |         35        0.30       95.56
         93 |         24        0.20       95.76
         94 |         70        0.59       96.35
         95 |        350        2.97       99.32
         99 |         80        0.68      100.00
------------+-----------------------------------
      Total |     11,790      100.00

. 
. gen jobsoc=bj_jbsoc90_cc

. 
. replace jobsoc=. if jobsoc<10
(3,252 real changes made, 3,252 to missing)

. 
. tab jobsoc

     jobsoc |      Freq.     Percent        Cum.
------------+-----------------------------------
         10 |         61        0.71        0.71
         11 |        148        1.73        2.45
         12 |        253        2.96        5.41
         13 |        146        1.71        7.12
         14 |         40        0.47        7.59
         15 |         15        0.18        7.77
         16 |         85        1.00        8.76
         17 |        375        4.39       13.15
         19 |        187        2.19       15.34
         20 |         39        0.46       15.80
         21 |        139        1.63       17.43
         22 |         55        0.64       18.07
         23 |        387        4.53       22.60
         24 |         45        0.53       23.13
         25 |         97        1.14       24.27
         26 |         35        0.41       24.68
         27 |          7        0.08       24.76
         29 |         80        0.94       25.70
         30 |         82        0.96       26.66
         31 |         41        0.48       27.14
         32 |        109        1.28       28.41
         33 |         10        0.12       28.53
         34 |        271        3.17       31.71
         35 |          3        0.04       31.74
         36 |        117        1.37       33.11
         37 |        132        1.55       34.66
         38 |        124        1.45       36.11
         39 |        113        1.32       37.43
         40 |        180        2.11       39.54
         41 |        327        3.83       43.37
         42 |        179        2.10       45.47
         43 |        283        3.31       48.78
         44 |        152        1.78       50.56
         45 |        159        1.86       52.42
         46 |         86        1.01       53.43
         49 |         29        0.34       53.77
         50 |        166        1.94       55.72
         51 |        161        1.89       57.60
         52 |        158        1.85       59.45
         53 |         94        1.10       60.55
         54 |         84        0.98       61.54
         55 |         60        0.70       62.24
         56 |         39        0.46       62.70
         57 |         90        1.05       63.75
         58 |         41        0.48       64.23
         59 |         92        1.08       65.31
         60 |          9        0.11       65.41
         61 |        161        1.89       67.30
         62 |        166        1.94       69.24
         63 |         21        0.25       69.49
         64 |        189        2.21       71.70
         65 |        220        2.58       74.28
         66 |         56        0.66       74.94
         67 |         61        0.71       75.65
         69 |         32        0.37       76.02
         70 |         21        0.25       76.27
         71 |        119        1.39       77.66
         72 |        392        4.59       82.26
         73 |         28        0.33       82.58
         79 |         49        0.57       83.16
         80 |         50        0.59       83.74
         81 |         12        0.14       83.88
         82 |         83        0.97       84.86
         83 |         20        0.23       85.09
         84 |         32        0.37       85.46
         85 |         83        0.97       86.44
         86 |        116        1.36       87.80
         87 |        249        2.92       90.71
         88 |         46        0.54       91.25
         89 |        112        1.31       92.56
         90 |         61        0.71       93.28
         91 |         15        0.18       93.45
         92 |         35        0.41       93.86
         93 |         24        0.28       94.14
         94 |         70        0.82       94.96
         95 |        350        4.10       99.06
         99 |         80        0.94      100.00
------------+-----------------------------------
      Total |      8,538      100.00

. 
. gen jobfinal=. 
(11,790 missing values generated)

. replace jobfinal=1 if (jobsoc==10 | jobsoc==13 | jobsoc==15)
(222 real changes made)

. replace jobfinal=2 if (jobsoc==11 | jobsoc==14 | jobsoc==16)
(273 real changes made)

. replace jobfinal=3 if (jobsoc==12)
(253 real changes made)

. replace jobfinal=4 if (jobsoc==17)
(375 real changes made)

. replace jobfinal=5 if (jobsoc==19)
(187 real changes made)

. replace jobfinal=6 if (jobsoc==20 | jobsoc==21)
(178 real changes made)

. replace jobfinal=7 if (jobsoc==22 | jobsoc==24 | jobsoc==25 | jobsoc==26 | jo
> bsoc==27 | jobsoc==29)
(319 real changes made)

. replace jobfinal=8 if (jobsoc==23)
(387 real changes made)

. replace jobfinal=9 if (jobsoc==30 | jobsoc==31 | jobsoc==32 | jobsoc==33 | jo
> bsoc==39)
(355 real changes made)

. replace jobfinal=10 if (jobsoc==34 | jobsoc==37)
(403 real changes made)

. replace jobfinal=11 if (jobsoc==35 | jobsoc==36 | jobsoc==38)
(244 real changes made)

. replace jobfinal=12 if (jobsoc==40)
(180 real changes made)

. replace jobfinal=13 if (jobsoc==41)
(327 real changes made)

. replace jobfinal=14 if (jobsoc==42)
(179 real changes made)

. replace jobfinal=15 if (jobsoc==43)
(283 real changes made)

. replace jobfinal=16 if (jobsoc==44 | jobsoc==49)
(181 real changes made)

. replace jobfinal=17 if (jobsoc==45 | jobsoc==46)
(245 real changes made)

. replace jobfinal=18 if (jobsoc==50 | jobsoc==52)
(324 real changes made)

. replace jobfinal=19 if (jobsoc==51 | jobsoc==53 | jobsoc==54)
(339 real changes made)

. replace jobfinal=20 if (jobsoc==55 | jobsoc==56 | jobsoc==58 | jobsoc==59)
(232 real changes made)

. replace jobfinal=21 if (jobsoc==60 | jobsoc==61)
(170 real changes made)

. replace jobfinal=22 if (jobsoc==62)
(166 real changes made)

. replace jobfinal=23 if (jobsoc==63 | jobsoc==66 | jobsoc==67 | jobsoc==69)
(170 real changes made)

. replace jobfinal=24 if (jobsoc==64)
(189 real changes made)

. replace jobfinal=25 if (jobsoc==65)
(220 real changes made)

. replace jobfinal=26 if (jobsoc==70 | jobsoc==71)
(140 real changes made)

. replace jobfinal=27 if (jobsoc==72 | jobsoc==73 | jobsoc==79)
(469 real changes made)

. replace jobfinal=28 if (jobsoc==80 | jobsoc==81 | jobsoc==82 | jobsoc==83 | j
> obsoc==84 | jobsoc==85 | jobsoc==86 | jobsoc==89)
(508 real changes made)

. replace jobfinal=29 if (jobsoc==87 | jobsoc==88)
(295 real changes made)

. replace jobfinal=30 if (jobsoc==90 | jobsoc==91 | jobsoc==92 | jobsoc==93 | j
> obsoc==99)
(215 real changes made)

. replace jobfinal=31 if (jobsoc==94 | jobsoc==95)
(420 real changes made)

. 
. 
. label define soc_lbl 1"GMA" 2"PDM" 3"SM" 4"MPS" 5"OMO" 6"SET" 7"HP" 8"TPE" 9"
> API" 10"APH" 11"APB" 12"AOA" 13"NCC" 14"FRC" 15"OCW" 16"SDC" 17"SEC" 18"SMC" 
> 19"SMM" 20"SMO" 21"PSP" 22"CW" 23"PSW" 24"HW" 25"CCW" 26"BSR" 27"SW" 28"PMO" 
> 29"TO" 30"GL" 31"RWS"

. label values jobfinal soc_lbl 

. 
. gen status=. 
(11,790 missing values generated)

. replace status=0.0672 if(jobfinal==1)
(222 real changes made)

. replace status=-0.0249 if(jobfinal==2)
(273 real changes made)

. replace status=0.0649 if(jobfinal==3)
(253 real changes made)

. replace status=-0.0250 if(jobfinal==4)
(375 real changes made)

. replace status=0.0436 if(jobfinal==5)
(187 real changes made)

. replace status=0.0310 if(jobfinal==6)
(178 real changes made)

. replace status=0.0802 if(jobfinal==7)
(319 real changes made)

. replace status=0.2356  if(jobfinal==8)
(387 real changes made)

. replace status=0.0316 if(jobfinal==9)
(355 real changes made)

. replace status=0.0841 if(jobfinal==10)
(403 real changes made)

. replace status=0.1143 if(jobfinal==11)
(244 real changes made)

. replace status=0.0066 if(jobfinal==12)
(180 real changes made)

. replace status=0.0403 if(jobfinal==13)
(327 real changes made)

. replace status=0.0258 if(jobfinal==14)
(179 real changes made)

. replace status=0.0167 if(jobfinal==15)
(283 real changes made)

. replace status=-0.0415 if(jobfinal==16)
(181 real changes made)

. replace status=0.0500 if(jobfinal==17)
(245 real changes made)

. replace status=-0.1088 if(jobfinal==18)
(324 real changes made)

. replace status=-0.1427 if(jobfinal==19)
(339 real changes made)

. replace status=-0.0845 if(jobfinal==20)
(232 real changes made)

. replace status=0.0243 if(jobfinal==21)
(170 real changes made)

. replace status=-0.0084 if(jobfinal==22)
(166 real changes made)

. replace status=0.0021 if(jobfinal==23)
(170 real changes made)

. replace status=-0.0223 if(jobfinal==24)
(189 real changes made)

. replace status=0.0308 if(jobfinal==25)
(220 real changes made)

. replace status=0.0381 if(jobfinal==26)
(140 real changes made)

. replace status=-0.0586 if(jobfinal==27)
(469 real changes made)

. replace status=-0.2110 if(jobfinal==28)
(508 real changes made)

. replace status=-0.1054 if(jobfinal==29)
(295 real changes made)

. replace status=-0.0533 if(jobfinal==30)
(215 real changes made)

. replace status=-0.1009 if(jobfinal==31)
(420 real changes made)

. 
. label values status soc_lbl

. 
. egen mean_status= mean(status)

. egen sd_status = sd(status)

. gen status_z = (status - mean_status) / sd_status
(3,342 missing values generated)

. 

The construction of social status requires summary measures of each Weberian strand of status. These are defined as cultural consumption, monopolistic aquisition, and social intercourse. These summary measures are constructed and then a factor analysis is produced to identify the latent factors within all measures to extract a social status measure.

To produce an adequate Weberian measure of social distance other attributes beyond occupational homophily or social distance are required. Factor analysis provides a solution to extract the relevant latent attributes of these variables that I define as: Homophily, Cultural Consumption, Friendship Closeness, and Monopolistic Acquisition. The first of these measures has already been constructed via MDSCAL analysis and the first dimension is reasonably assumed to be a measure of social distance. The second measure: cultural consumption is created through the work of Bourduisan inspired consumption practices as operationalised in Savage et al(Savage, Warde and Devine, 2005; Bourdieu, 2013; Payne, 2013; Savage et al., 2013). Two summary measures are created that produce a sum of highbrow cultural consumption and emerging cultural consumption. The latter is constructed from variables related to how often an individual watches sport [bj_lactb], goes to the cinema [bj_lactc], goes out drinking [bj_lactf], and does DIY around the house [bj_lacti]. The highbrow consumption variable is constructed from variables related to playing sport [bj_lacta], going to the theatre [bj_lactd], eating out at restaurants [bj_lacte], gardening [bj_lacth], attend evening classes [bj_lactj], attend local groups [bj_lactk], and volunteer [bj_lactl].

Closeness to friends was created through three identical measures of friendship relations. Each variable asks the individual how often do you interact with your 1st [bj_netph_1], 2nd [bj_netph_2], and 3rd [bj_netph_3] closest friends. This was generated into a summary measure of closeness.

Finally, the monopolistic acquisition measure is produced via sum measure of monopolistic traits on certain rewards and resources. Four variables were used: whether the individual possessed a degree [bj_qfedhi], whether or not they were a salaries or hourly paid worker [bj_paytyp_bh, bj_mrjsemp], whether or not they were a manual or non-manual worker [bj_jbsoc90_cc], and whether or not the individual had ever been in receipt of welfare [bj_jbub]. This sum measure created a monopolistic acquisition sum.

These five latent variables are z standardised so that no one variable has more weight than any other. These variables where then used to conduct exploratory factor analysis (exploratory as the structure is unknown). The factor analysis was rotated using orthogonal varimax rotation. This involves scaling the loadings by dividing them by the corresponding communality. Two factors were retained with an eigen value above one as seen via the screeplot in figure XXXX. Factor one loads all variables well except for emerging cultural consumption. Factor one going forward will be used as our latent measure of social status.

%%stata

tab bj_netph_1

gen bf1=.
replace bf1=1 if bj_netph_1==4
replace bf1=2 if bj_netph_1==3
replace bf1=3 if bj_netph_1==2
replace bf1=4 if bj_netph_1==1

gen bf2=.
replace bf2=1 if bj_netph_2==4
replace bf2=2 if bj_netph_2==3
replace bf2=3 if bj_netph_2==2
replace bf2=4 if bj_netph_2==1

gen bf3=.
replace bf3=1 if bj_netph_3==4
replace bf3=2 if bj_netph_3==3
replace bf3=3 if bj_netph_3==2
replace bf3=4 if bj_netph_3==1


gen closeness= bf1+bf2+bf3

egen mean_closeness = mean(closeness)
egen sd_closeness = sd(closeness)
gen closeness_z = (closeness - mean_closeness) / sd_closeness

summarize closeness_z 

gen sport=.
replace sport=0 if bj_lacta==5
replace sport=1 if bj_lacta==4
replace sport=2 if bj_lacta==3
replace sport=3 if bj_lacta==2
replace sport=4 if bj_lacta==1

gen wsport=.
replace wsport=0 if bj_lactb==5
replace wsport=1 if bj_lactb==4
replace wsport=2 if bj_lactb==3
replace wsport=3 if bj_lactb==2
replace wsport=4 if bj_lactb==1

gen cinema=.
replace cinema=0 if bj_lactc==5
replace cinema=1 if bj_lactc==4
replace cinema=2 if bj_lactc==3
replace cinema=3 if bj_lactc==2
replace cinema=4 if bj_lactc==1 
    
gen theatre=.
replace theatre=0 if bj_lactd==5
replace theatre=1 if bj_lactd==4
replace theatre=2 if bj_lactd==3
replace theatre=3 if bj_lactd==2
replace theatre=4 if bj_lactd==1    
    
gen eatout=.
replace eatout=0 if bj_lacte==5
replace eatout=1 if bj_lacte==4
replace eatout=2 if bj_lacte==3
replace eatout=3 if bj_lacte==2
replace eatout=4 if bj_lacte==1 

gen drink=.
replace drink=0 if bj_lactf==5
replace drink=1 if bj_lactf==4
replace drink=2 if bj_lactf==3
replace drink=3 if bj_lactf==2
replace drink=4 if bj_lactf==1  

gen garden=.
replace garden=0 if bj_lacth==5
replace garden=1 if bj_lacth==4
replace garden=2 if bj_lacth==3
replace garden=3 if bj_lacth==2
replace garden=4 if bj_lacth==1

gen diy=.
replace diy=0 if bj_lacti==5
replace diy=1 if bj_lacti==4
replace diy=2 if bj_lacti==3
replace diy=3 if bj_lacti==2
replace diy=4 if bj_lacti==1

gen eclass=.
replace eclass=0 if bj_lactj==5
replace eclass=1 if bj_lactj==4
replace eclass=2 if bj_lactj==3
replace eclass=3 if bj_lactj==2
replace eclass=4 if bj_lactj==1

gen lgroup=.
replace lgroup=0 if bj_lactk==5
replace lgroup=1 if bj_lactk==4
replace lgroup=2 if bj_lactk==3
replace lgroup=3 if bj_lactk==2
replace lgroup=4 if bj_lactk==1

gen vol=.
replace vol=0 if bj_lactl==5
replace vol=1 if bj_lactl==4
replace vol=2 if bj_lactl==3
replace vol=3 if bj_lactl==2
replace vol=4 if bj_lactl==1


gen emerging= wsport+cinema+drink+diy

gen highbrow= sport+theatre+eatout+garden+eclass+lgroup+vol

summarize emerging highbrow

egen mean_emerging = mean(emerging)
egen sd_emerging = sd(emerging)
gen emerging_z = (emerging - mean_emerging) / sd_emerging

* Standardize the 'highbrow' variable
egen mean_highbrow = mean(highbrow)
egen sd_highbrow = sd(highbrow)
gen highbrow_z = (highbrow - mean_highbrow) / sd_highbrow

summarize emerging_z highbrow_z

tab bj_qfedhi


gen degree=. 
replace degree=0 if bj_qfedhi>=6 &bj_qfedhi<=12
replace degree=1 if bj_qfedhi>=1 &bj_qfedhi<=5
tab degree

gen nonbenifit=. 
replace nonbenifit=1 if bj_jbub==2
replace nonbenifit=0 if bj_jbub==1
tab nonbenifit

gen salary=.
replace salary=0 if bj_paytyp_bh==3
replace salary=0 if bj_paytyp_bh==4
replace salary=1 if bj_paytyp_bh==1
replace salary=1 if bj_paytyp_bh==2
replace salary=1 if bj_mrjsemp==2
tab salary

gen nonmanual=.
replace nonmanual=1 if (jobfinal>=1 & jobfinal <=17)
replace nonmanual=0 if (jobfinal>=18 & jobfinal <=31)
tab nonmanual

gen mono= degree+nonbenifit+salary+nonmanual 

egen mean_mono = mean(mono)
egen sd_mono = sd(mono)
gen mono_z = (mono - mean_mono) / sd_mono

summarize mono_z 

. 
. tab bj_netph_1

bestfriend no 1: |
    how often in |
      touch with |
          friend |      Freq.     Percent        Cum.
-----------------+-----------------------------------
         missing |        425        3.60        3.60
           proxy |        399        3.38        6.99
         refusal |          1        0.01        7.00
       most days |      4,477       37.97       44.97
 least once week |      4,280       36.30       81.27
least once month |      1,644       13.94       95.22
      less often |        564        4.78      100.00
-----------------+-----------------------------------
           Total |     11,790      100.00

. 
. gen bf1=.
(11,790 missing values generated)

. replace bf1=1 if bj_netph_1==4
(564 real changes made)

. replace bf1=2 if bj_netph_1==3
(1,644 real changes made)

. replace bf1=3 if bj_netph_1==2
(4,280 real changes made)

. replace bf1=4 if bj_netph_1==1
(4,477 real changes made)

. 
. gen bf2=.
(11,790 missing values generated)

. replace bf2=1 if bj_netph_2==4
(736 real changes made)

. replace bf2=2 if bj_netph_2==3
(2,381 real changes made)

. replace bf2=3 if bj_netph_2==2
(4,395 real changes made)

. replace bf2=4 if bj_netph_2==1
(3,038 real changes made)

. 
. gen bf3=.
(11,790 missing values generated)

. replace bf3=1 if bj_netph_3==4
(1,094 real changes made)

. replace bf3=2 if bj_netph_3==3
(2,587 real changes made)

. replace bf3=3 if bj_netph_3==2
(3,756 real changes made)

. replace bf3=4 if bj_netph_3==1
(2,464 real changes made)

. 
. 
. gen closeness= bf1+bf2+bf3
(1,938 missing values generated)

. 
. egen mean_closeness = mean(closeness)

. egen sd_closeness = sd(closeness)

. gen closeness_z = (closeness - mean_closeness) / sd_closeness
(1,938 missing values generated)

. 
. summarize closeness_z 

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
 closeness_z |      9,852   -1.01e-07           1  -2.874233   1.541397

. 
. gen sport=.
(11,790 missing values generated)

. replace sport=0 if bj_lacta==5
(2,142 real changes made)

. replace sport=1 if bj_lacta==4
(415 real changes made)

. replace sport=2 if bj_lacta==3
(1,090 real changes made)

. replace sport=3 if bj_lacta==2
(1,479 real changes made)

. replace sport=4 if bj_lacta==1
(6,257 real changes made)

. 
. gen wsport=.
(11,790 missing values generated)

. replace wsport=0 if bj_lactb==5
(7,086 real changes made)

. replace wsport=1 if bj_lactb==4
(1,424 real changes made)

. replace wsport=2 if bj_lactb==3
(1,416 real changes made)

. replace wsport=3 if bj_lactb==2
(800 real changes made)

. replace wsport=4 if bj_lactb==1
(640 real changes made)

. 
. gen cinema=.
(11,790 missing values generated)

. replace cinema=0 if bj_lactc==5
(3,680 real changes made)

. replace cinema=1 if bj_lactc==4
(2,221 real changes made)

. replace cinema=2 if bj_lactc==3
(3,802 real changes made)

. replace cinema=3 if bj_lactc==2
(1,519 real changes made)

. replace cinema=4 if bj_lactc==1 
(153 real changes made)

.         
. gen theatre=.
(11,790 missing values generated)

. replace theatre=0 if bj_lactd==5
(4,161 real changes made)

. replace theatre=1 if bj_lactd==4
(3,450 real changes made)

. replace theatre=2 if bj_lactd==3
(3,256 real changes made)

. replace theatre=3 if bj_lactd==2
(447 real changes made)

. replace theatre=4 if bj_lactd==1        
(64 real changes made)

.         
. gen eatout=.
(11,790 missing values generated)

. replace eatout=0 if bj_lacte==5
(700 real changes made)

. replace eatout=1 if bj_lacte==4
(661 real changes made)

. replace eatout=2 if bj_lacte==3
(3,786 real changes made)

. replace eatout=3 if bj_lacte==2
(4,433 real changes made)

. replace eatout=4 if bj_lacte==1 
(1,809 real changes made)

. 
. gen drink=.
(11,790 missing values generated)

. replace drink=0 if bj_lactf==5
(1,913 real changes made)

. replace drink=1 if bj_lactf==4
(668 real changes made)

. replace drink=2 if bj_lactf==3
(2,328 real changes made)

. replace drink=3 if bj_lactf==2
(2,734 real changes made)

. replace drink=4 if bj_lactf==1  
(3,744 real changes made)

. 
. gen garden=.
(11,790 missing values generated)

. replace garden=0 if bj_lacth==5
(3,125 real changes made)

. replace garden=1 if bj_lacth==4
(611 real changes made)

. replace garden=2 if bj_lacth==3
(1,939 real changes made)

. replace garden=3 if bj_lacth==2
(2,362 real changes made)

. replace garden=4 if bj_lacth==1
(3,299 real changes made)

. 
. gen diy=.
(11,790 missing values generated)

. replace diy=0 if bj_lacti==5
(3,378 real changes made)

. replace diy=1 if bj_lacti==4
(1,111 real changes made)

. replace diy=2 if bj_lacti==3
(2,823 real changes made)

. replace diy=3 if bj_lacti==2
(2,232 real changes made)

. replace diy=4 if bj_lacti==1
(1,834 real changes made)

. 
. gen eclass=.
(11,790 missing values generated)

. replace eclass=0 if bj_lactj==5
(8,219 real changes made)

. replace eclass=1 if bj_lactj==4
(406 real changes made)

. replace eclass=2 if bj_lactj==3
(430 real changes made)

. replace eclass=3 if bj_lactj==2
(457 real changes made)

. replace eclass=4 if bj_lactj==1
(1,869 real changes made)

. 
. gen lgroup=.
(11,790 missing values generated)

. replace lgroup=0 if bj_lactk==5
(8,721 real changes made)

. replace lgroup=1 if bj_lactk==4
(529 real changes made)

. replace lgroup=2 if bj_lactk==3
(674 real changes made)

. replace lgroup=3 if bj_lactk==2
(863 real changes made)

. replace lgroup=4 if bj_lactk==1
(596 real changes made)

. 
. gen vol=.
(11,790 missing values generated)

. replace vol=0 if bj_lactl==5
(9,332 real changes made)

. replace vol=1 if bj_lactl==4
(380 real changes made)

. replace vol=2 if bj_lactl==3
(539 real changes made)

. replace vol=3 if bj_lactl==2
(430 real changes made)

. replace vol=4 if bj_lactl==1
(698 real changes made)

. 
. 
. gen emerging= wsport+cinema+drink+diy
(436 missing values generated)

. 
. gen highbrow= sport+theatre+eatout+garden+eclass+lgroup+vol
(480 missing values generated)

. 
. summarize emerging highbrow

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
    emerging |     11,354    6.458605    3.152891          0         15
    highbrow |     11,310    10.51777     4.71349          0         27

. 
. egen mean_emerging = mean(emerging)

. egen sd_emerging = sd(emerging)

. gen emerging_z = (emerging - mean_emerging) / sd_emerging
(436 missing values generated)

. 
. * Standardize the 'highbrow' variable
. egen mean_highbrow = mean(highbrow)

. egen sd_highbrow = sd(highbrow)

. gen highbrow_z = (highbrow - mean_highbrow) / sd_highbrow
(480 missing values generated)

. 
. summarize emerging_z highbrow_z

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
  emerging_z |     11,354    1.42e-08           1   -2.04847   2.709067
  highbrow_z |     11,310    3.56e-08           1  -2.231419    3.49682

. 
. tab bj_qfedhi

         Highest educational |
            qualification    |      Freq.     Percent        Cum.
-----------------------------+-----------------------------------
                     missing |        137        1.16        1.16
                       proxy |        399        3.38        4.55
               Higher Degree |        299        2.54        7.08
                First Degree |      1,318       11.18       18.26
                 Teaching QF |        284        2.41       20.67
             Other Higher QF |      2,637       22.37       43.04
                  Nursing QF |        170        1.44       44.48
                GCE A Levels |      1,414       11.99       56.47
       GCE O Levels or Equiv |      2,098       17.79       74.27
  Commercial QF, No O Levels |        247        2.09       76.36
CSE Grade 2-5,Scot Grade 4-5 |        418        3.55       79.91
              Apprenticeship |        162        1.37       81.28
                    Other QF |         81        0.69       81.97
                       No QF |      2,122       18.00       99.97
       Still At School No QF |          4        0.03      100.00
-----------------------------+-----------------------------------
                       Total |     11,790      100.00

. 
. 
. gen degree=. 
(11,790 missing values generated)

. replace degree=0 if bj_qfedhi>=6 &bj_qfedhi<=12
(6,542 real changes made)

. replace degree=1 if bj_qfedhi>=1 &bj_qfedhi<=5
(4,708 real changes made)

. tab degree

     degree |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |      6,542       58.15       58.15
          1 |      4,708       41.85      100.00
------------+-----------------------------------
      Total |     11,250      100.00

. 
. gen nonbenifit=. 
(11,790 missing values generated)

. replace nonbenifit=1 if bj_jbub==2
(10,796 real changes made)

. replace nonbenifit=0 if bj_jbub==1
(279 real changes made)

. tab nonbenifit

 nonbenifit |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        279        2.52        2.52
          1 |     10,796       97.48      100.00
------------+-----------------------------------
      Total |     11,075      100.00

. 
. gen salary=.
(11,790 missing values generated)

. replace salary=0 if bj_paytyp_bh==3
(3,013 real changes made)

. replace salary=0 if bj_paytyp_bh==4
(136 real changes made)

. replace salary=1 if bj_paytyp_bh==1
(3,984 real changes made)

. replace salary=1 if bj_paytyp_bh==2
(121 real changes made)

. replace salary=1 if bj_mrjsemp==2
(1,243 real changes made)

. tab salary

     salary |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |      3,149       37.06       37.06
          1 |      5,348       62.94      100.00
------------+-----------------------------------
      Total |      8,497      100.00

. 
. gen nonmanual=.
(11,790 missing values generated)

. replace nonmanual=1 if (jobfinal>=1 & jobfinal <=17)
(4,591 real changes made)

. replace nonmanual=0 if (jobfinal>=18 & jobfinal <=31)
(3,857 real changes made)

. tab nonmanual

  nonmanual |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |      3,857       45.66       45.66
          1 |      4,591       54.34      100.00
------------+-----------------------------------
      Total |      8,448      100.00

. 
. gen mono= degree+nonbenifit+salary+nonmanual 
(3,889 missing values generated)

. 
. egen mean_mono = mean(mono)

. egen sd_mono = sd(mono)

. gen mono_z = (mono - mean_mono) / sd_mono
(3,889 missing values generated)

. 
. summarize mono_z 

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
      mono_z |      7,901   -9.50e-08    .9999999  -2.379582   1.214755

. 

Factor analysis will now be run. I am using a pcf factor analysis (exploratory) and also rotating using a varimax rotation.

%%stata

factor status_z closeness_z emerging_z highbrow_z mono_z, pcf

rotate

. 
. factor status_z closeness_z emerging_z highbrow_z mono_z, pcf
(obs=7,001)

Factor analysis/correlation                      Number of obs    =      7,001
    Method: principal-component factors          Retained factors =          2
    Rotation: (unrotated)                        Number of params =          9

    --------------------------------------------------------------------------
         Factor  |   Eigenvalue   Difference        Proportion   Cumulative
    -------------+------------------------------------------------------------
        Factor1  |      1.91597      0.74378            0.3832       0.3832
        Factor2  |      1.17220      0.25913            0.2344       0.6176
        Factor3  |      0.91306      0.24169            0.1826       0.8002
        Factor4  |      0.67137      0.34398            0.1343       0.9345
        Factor5  |      0.32740            .            0.0655       1.0000
    --------------------------------------------------------------------------
    LR test: independent vs. saturated:  chi2(10) = 5576.82 Prob>chi2 = 0.0000

Factor loadings (pattern matrix) and unique variances

    -------------------------------------------------
        Variable |  Factor1   Factor2 |   Uniqueness 
    -------------+--------------------+--------------
        status_z |   0.8123   -0.2681 |      0.2683  
     closeness_z |  -0.3089    0.4503 |      0.7018  
      emerging_z |   0.2687    0.8084 |      0.2743  
      highbrow_z |   0.5914    0.4676 |      0.4316  
          mono_z |   0.8596   -0.1593 |      0.2358  
    -------------------------------------------------

. 
. rotate

Factor analysis/correlation                      Number of obs    =      7,001
    Method: principal-component factors          Retained factors =          2
    Rotation: orthogonal varimax (Kaiser off)    Number of params =          9

    --------------------------------------------------------------------------
         Factor  |     Variance   Difference        Proportion   Cumulative
    -------------+------------------------------------------------------------
        Factor1  |      1.83478      0.58139            0.3670       0.3670
        Factor2  |      1.25339            .            0.2507       0.6176
    --------------------------------------------------------------------------
    LR test: independent vs. saturated:  chi2(10) = 5576.82 Prob>chi2 = 0.0000

Rotated factor loadings (pattern matrix) and unique variances

    -------------------------------------------------
        Variable |  Factor1   Factor2 |   Uniqueness 
    -------------+--------------------+--------------
        status_z |   0.8553    0.0153 |      0.2683  
     closeness_z |  -0.4403    0.3230 |      0.7018  
      emerging_z |  -0.0135    0.8518 |      0.2743  
      highbrow_z |   0.4036    0.6368 |      0.4316  
          mono_z |   0.8639    0.1337 |      0.2358  
    -------------------------------------------------

Factor rotation matrix

    --------------------------------
                 | Factor1  Factor2 
    -------------+------------------
         Factor1 |  0.9438   0.3304 
         Factor2 | -0.3304   0.9438 
    --------------------------------

. 

Two factors are retained. On inspection of the rotated factor loadings, Factor 1 loads all but emerging cultural consumption well (>0.4). This makes some sense due to recent evidence presented by Friedman and Reeves (2024) identifying the loss of emerging consumption as a viable stratifying mechanism whilst highbrow consumption remains relevant. Another interesting phenomena is the negative loading of social intercourse. The higher ones status the less frequently they appear to engage in social intercourse. This appears to relate to strong ties networks that elites and high status individuals engage in as forms of social closure to protect their status positions.

Factor 1 appears to be our social status measure. I extract this variable and produce some basic descriptive tests.

%%stata

predict factor1 factor2

screeplot

. 
. predict factor1 factor2
(option regression assumed; regression scoring)

Scoring coefficients (method = regression; based on varimax rotated factors)

    ----------------------------------
        Variable |  Factor1   Factor2 
    -------------+--------------------
        status_z |  0.47572  -0.07579 
     closeness_z | -0.27909   0.30933 
      emerging_z | -0.09548   0.69724 
      highbrow_z |  0.15950   0.47851 
          mono_z |  0.46832   0.01999 
    ----------------------------------


. 
. screeplot

. 

%%stata

hist factor1

mean factor1, over(jobfinal)

bysort jobfinal: egen mean_factor1 = mean(factor1)

tabstat mean_factor1, by(jobfinal) statistics(mean) format(%9.2f)

. 
. hist factor1
(bin=38, start=-2.9634831, width=.14914291)

. 
. mean factor1, over(jobfinal)

Mean estimation                                Number of obs = 7,001

--------------------------------------------------------------------
                   |       Mean   Std. err.     [95% conf. interval]
-------------------+------------------------------------------------
c.factor1@jobfinal |
              GMA  |   .8686893   .0328857      .8042234    .9331552
              PDM  |   .2653986   .0323961      .2018924    .3289048
               SM  |   .9040708   .0290772      .8470707    .9610709
              MPS  |    .093616   .0243402      .0459019    .1413302
              OMO  |   .6771903   .0353362      .6079206    .7464599
              SET  |   .7662023   .0304708      .7064702    .8259344
               HP  |   1.097037   .0252433      1.047552    1.146522
              TPE  |   1.842329   .0202663      1.802601    1.882057
              API  |   .6382437   .0220062      .5951049    .6813825
              APH  |   .8581756   .0239483      .8112297    .9051215
              APB  |   1.066187    .030513      1.006372    1.126002
              AOA  |   .3335406   .0345533      .2658057    .4012754
              NCC  |   .4343797   .0257116      .3839771    .4847822
              FRC  |   .4039141   .0367105      .3319503    .4758778
              OCW  |   .2727689   .0292628      .2154049    .3301329
              SDC  |  -.2988098   .0368011     -.3709511   -.2266685
              SEC  |   .4549837   .0318793      .3924905    .5174769
              SMC  |  -.8901918   .0275345     -.9441676   -.8362159
              SMM  |  -1.174013   .0260425     -1.225064   -1.122962
              SMO  |  -.9848496    .036787     -1.056963   -.9127359
              PSP  |  -.0442964   .0423151     -.1272469     .038654
               CW  |  -.7247445    .033519     -.7904519   -.6590372
              PSW  |  -.3768193   .0416009     -.4583697   -.2952689
               HW  |  -.6460063   .0343444     -.7133318   -.5786808
              CCW  |  -.0574259   .0369703     -.1298989    .0150471
              BSR  |   .1399988   .0354718      .0704633    .2095343
               SW  |  -.8360533   .0229707     -.8810828   -.7910238
              PMO  |  -1.595859   .0211018     -1.637225   -1.554493
               TO  |  -.9827569   .0301421     -1.041845   -.9236692
               GL  |   -.641479   .0423735     -.7245439   -.5584141
              RWS  |  -1.130757   .0222808     -1.174434    -1.08708
--------------------------------------------------------------------

. 
. bysort jobfinal: egen mean_factor1 = mean(factor1)
(3,342 missing values generated)

. 
. tabstat mean_factor1, by(jobfinal) statistics(mean) format(%9.2f)

Summary for variables: mean_factor1
Group variable: jobfinal 

jobfinal |      Mean
---------+----------
     GMA |      0.87
     PDM |      0.27
      SM |      0.90
     MPS |      0.09
     OMO |      0.68
     SET |      0.77
      HP |      1.10
     TPE |      1.84
     API |      0.64
     APH |      0.86
     APB |      1.07
     AOA |      0.33
     NCC |      0.43
     FRC |      0.40
     OCW |      0.27
     SDC |     -0.30
     SEC |      0.45
     SMC |     -0.89
     SMM |     -1.17
     SMO |     -0.98
     PSP |     -0.04
      CW |     -0.72
     PSW |     -0.38
      HW |     -0.65
     CCW |     -0.06
     BSR |      0.14
      SW |     -0.84
     PMO |     -1.60
      TO |     -0.98
      GL |     -0.64
     RWS |     -1.13
---------+----------
   Total |     -0.03
--------------------

. 

Comparisons between this new measure and the Chan-Goldthorpe scale as well as Cambridge scale will require a standardised set of scales.

%%stata

egen mean_factor1_b = mean(mean_factor1)
egen sd_factor1 = sd(mean_factor1)
gen factor1_z = (mean_factor1 - mean_factor1_b) / sd_factor1

gen cambridge=. 
replace cambridge=bj_jbcssm if  bj_sex==1 & bj_jbcssm>=0
replace cambridge=bj_jbcssf if  bj_sex==2 & bj_jbcssf>=0

gen chanstat=.
replace chanstat=0.4114 if(jobfinal==1)
replace chanstat=-0.0625 if(jobfinal==2)
replace chanstat=0.5107 if(jobfinal==3)
replace chanstat=-0.0453 if(jobfinal==4)
replace chanstat=0.2355 if(jobfinal==5)
replace chanstat=0.3115 if(jobfinal==6)
replace chanstat=0.5643 if(jobfinal==7)
replace chanstat=0.5017  if(jobfinal==8)
replace chanstat=0.3116 if(jobfinal==9)
replace chanstat=0.2228 if(jobfinal==10)
replace chanstat=0.5337 if(jobfinal==11)
replace chanstat=0.2274 if(jobfinal==12)
replace chanstat=0.2238 if(jobfinal==13)
replace chanstat=0.2559 if(jobfinal==14)
replace chanstat=0.1443 if(jobfinal==15)
replace chanstat=-0.3353 if(jobfinal==16)
replace chanstat=0.1539 if(jobfinal==17)
replace chanstat=-0.5014 if(jobfinal==18)
replace chanstat=-0.5121 if(jobfinal==19)
replace chanstat=-0.4072 if(jobfinal==20)
replace chanstat=0.2288 if(jobfinal==21)
replace chanstat=-0.3261 if(jobfinal==22)
replace chanstat=0.2261 if(jobfinal==23)
replace chanstat=-0.2121 if(jobfinal==24)
replace chanstat=0.1097 if(jobfinal==25)
replace chanstat=0.1193 if(jobfinal==26)
replace chanstat=-0.1151 if(jobfinal==27)
replace chanstat=-0.5589 if(jobfinal==28)
replace chanstat=-0.4114 if(jobfinal==29)
replace chanstat=-0.5979 if(jobfinal==30)
replace chanstat=-0.2974 if(jobfinal==31)

label values chanstat soc_lbl

egen mean_chanstat= mean(chanstat)
egen sd_chanstat = sd(chanstat)
gen chanstat_z = (chanstat - mean_chanstat) / sd_chanstat

egen mean_cambridge= mean(cambridge)
egen sd_cambridge = sd(cambridge)
gen cambridge_z = (cambridge - mean_cambridge) / sd_cambridge

. 
. egen mean_factor1_b = mean(mean_factor1)

. egen sd_factor1 = sd(mean_factor1)

. gen factor1_z = (mean_factor1 - mean_factor1_b) / sd_factor1
(3,342 missing values generated)

. 
. gen cambridge=. 
(11,790 missing values generated)

. replace cambridge=bj_jbcssm if  bj_sex==1 & bj_jbcssm>=0
(4,363 real changes made)

. replace cambridge=bj_jbcssf if  bj_sex==2 & bj_jbcssf>=0
(4,124 real changes made)

. 
. gen chanstat=.
(11,790 missing values generated)

. replace chanstat=0.4114 if(jobfinal==1)
(222 real changes made)

. replace chanstat=-0.0625 if(jobfinal==2)
(273 real changes made)

. replace chanstat=0.5107 if(jobfinal==3)
(253 real changes made)

. replace chanstat=-0.0453 if(jobfinal==4)
(375 real changes made)

. replace chanstat=0.2355 if(jobfinal==5)
(187 real changes made)

. replace chanstat=0.3115 if(jobfinal==6)
(178 real changes made)

. replace chanstat=0.5643 if(jobfinal==7)
(319 real changes made)

. replace chanstat=0.5017  if(jobfinal==8)
(387 real changes made)

. replace chanstat=0.3116 if(jobfinal==9)
(355 real changes made)

. replace chanstat=0.2228 if(jobfinal==10)
(403 real changes made)

. replace chanstat=0.5337 if(jobfinal==11)
(244 real changes made)

. replace chanstat=0.2274 if(jobfinal==12)
(180 real changes made)

. replace chanstat=0.2238 if(jobfinal==13)
(327 real changes made)

. replace chanstat=0.2559 if(jobfinal==14)
(179 real changes made)

. replace chanstat=0.1443 if(jobfinal==15)
(283 real changes made)

. replace chanstat=-0.3353 if(jobfinal==16)
(181 real changes made)

. replace chanstat=0.1539 if(jobfinal==17)
(245 real changes made)

. replace chanstat=-0.5014 if(jobfinal==18)
(324 real changes made)

. replace chanstat=-0.5121 if(jobfinal==19)
(339 real changes made)

. replace chanstat=-0.4072 if(jobfinal==20)
(232 real changes made)

. replace chanstat=0.2288 if(jobfinal==21)
(170 real changes made)

. replace chanstat=-0.3261 if(jobfinal==22)
(166 real changes made)

. replace chanstat=0.2261 if(jobfinal==23)
(170 real changes made)

. replace chanstat=-0.2121 if(jobfinal==24)
(189 real changes made)

. replace chanstat=0.1097 if(jobfinal==25)
(220 real changes made)

. replace chanstat=0.1193 if(jobfinal==26)
(140 real changes made)

. replace chanstat=-0.1151 if(jobfinal==27)
(469 real changes made)

. replace chanstat=-0.5589 if(jobfinal==28)
(508 real changes made)

. replace chanstat=-0.4114 if(jobfinal==29)
(295 real changes made)

. replace chanstat=-0.5979 if(jobfinal==30)
(215 real changes made)

. replace chanstat=-0.2974 if(jobfinal==31)
(420 real changes made)

. 
. label values chanstat soc_lbl

. 
. egen mean_chanstat= mean(chanstat)

. egen sd_chanstat = sd(chanstat)

. gen chanstat_z = (chanstat - mean_chanstat) / sd_chanstat
(3,342 missing values generated)

. 
. egen mean_cambridge= mean(cambridge)

. egen sd_cambridge = sd(cambridge)

. gen cambridge_z = (cambridge - mean_cambridge) / sd_cambridge
(3,303 missing values generated)

. 

Prior to any analysis being conducted, a simple test of linear correlation is conducted to assess the similarity between measures.

%%stata

keep if !missing(chanstat_z, factor1_z, cambridge_z)

corr chanstat cambridge factor1 

. 
. keep if !missing(chanstat_z, factor1_z, cambridge_z)
(3,393 observations deleted)

. 
. corr chanstat cambridge factor1 
(obs=6,964)

             | chanstat cambri~e  factor1
-------------+---------------------------
    chanstat |   1.0000
   cambridge |   0.8142   1.0000
     factor1 |   0.8346   0.7907   1.0000


. 

Assessing the viability of a social status measure, requires an assessment against the ‘big’ three stratification mechanisms we typically include in a given model: education, income, social class. Our social status measure ought to be epiphenomenal to but not entirely determined by either of these three measures. The tests that follow are a duplication analysis of Chan and Goldthorpe (2004)

%%stata 

gen yearlyincome= bj_fiyrl

replace yearlyincome=. if (yearlyincome<0)
egen median_income = median(yearlyincome), by(jobfinal)
replace median_income =. if(median_income<0)

. 
. gen yearlyincome= bj_fiyrl

. 
. replace yearlyincome=. if (yearlyincome<0)
(303 real changes made, 303 to missing)

. egen median_income = median(yearlyincome), by(jobfinal)

. replace median_income =. if(median_income<0)
(0 real changes made)

. 
%%stata

count 

corr median_income factor1 
corr median_income factor1 if bj_sex==1
corr median_income factor1 if bj_sex==2

twoway (scatter median_income mean_factor1, mlabel(jobfinal) mlabposition(0)) ///
       (lfit median_income mean_factor1), ///
       title("Scatter Plot of Median Income by Mean Status Score") ///
       xtitle("Mean Status Score (mean_pc1)") ///
       ytitle("Median Income") ///
       caption("Correlation: 0.58", size(small) color(red)) ///
       note("Data from BHPS wave 10. N=6,964", size(small) color(black))
corr median_income mean_factor1

. 
. count 
  8,397

. 
. corr median_income factor1 
(obs=6,964)

             | median~e  factor1
-------------+------------------
median_inc~e |   1.0000
     factor1 |   0.5202   1.0000


. corr median_income factor1 if bj_sex==1
(obs=3,503)

             | median~e  factor1
-------------+------------------
median_inc~e |   1.0000
     factor1 |   0.5391   1.0000


. corr median_income factor1 if bj_sex==2
(obs=3,461)

             | median~e  factor1
-------------+------------------
median_inc~e |   1.0000
     factor1 |   0.6558   1.0000


. 
. twoway (scatter median_income mean_factor1, mlabel(jobfinal) mlabposition(0))
>  ///
>        (lfit median_income mean_factor1), ///
>        title("Scatter Plot of Median Income by Mean Status Score") ///
>        xtitle("Mean Status Score (mean_pc1)") ///
>        ytitle("Median Income") ///
>        caption("Correlation: 0.58", size(small) color(red)) ///
>        note("Data from BHPS wave 10. N=6,964", size(small) color(black))

. corr median_income mean_factor1
(obs=8,397)

             | median~e mean_f~1
-------------+------------------
median_inc~e |   1.0000
mean_factor1 |   0.5776   1.0000


. 

Social status is compared in a similar way to the Chan-Goldthorpe scale to both aggregate income and proportions of A’levels. Similar to the analysis in Chan and Goldthorpe (2004) there is a moderate correlation between social status and median income, though importantly there are some clear outliers here. Specialist managers (SM) for example have higher median income relative to their social status, Childcare workers (CCW) have a much lower median income relative to their social status. The correlation between social status and proportion of A’levels is very high at 0.89. This is understandably due to the inclusion of degree ownership within the latent social status measure. Here too however there are some important outliers. Scientists, Engineers, and technologists (SET) have a higher proportion of A’levels relative to their social status, the reverse is true for Secretaries and receptionists (SEC).

%%stata

gen alevel=. 
replace alevel=1 if bj_qfedhi>=1 & bj_qfedhi<=6
replace alevel=0 if bj_qfedhi>=7 & bj_qfedhi<=12


egen total_with_alevel = total(alevel == 1), by(jobfinal)
egen total_individuals = count(alevel), by(jobfinal)

gen prop_alevel = total_with_alevel / total_individuals

. 
. gen alevel=. 
(8,397 missing values generated)

. replace alevel=1 if bj_qfedhi>=1 & bj_qfedhi<=6
(4,882 real changes made)

. replace alevel=0 if bj_qfedhi>=7 & bj_qfedhi<=12
(3,113 real changes made)

. 
. 
. egen total_with_alevel = total(alevel == 1), by(jobfinal)

. egen total_individuals = count(alevel), by(jobfinal)

. 
. gen prop_alevel = total_with_alevel / total_individuals

. 
%%stata

corr prop_alevel factor1 
corr prop_alevel factor1 if bj_sex==1
corr prop_alevel factor1 if bj_sex==2

twoway (scatter prop_alevel mean_factor1, mlabel(jobfinal) mlabposition(0)) ///
       (lfit prop_alevel mean_factor1), ///
       title("Scatter Plot of Proportion of A'levels by Mean Status Score") ///
       xtitle("Mean Status Score (mean_pc1)") ///
       ytitle("Proportion of A'Levels") ///
       caption("Correlation: 0.89", size(small) color(red)) ///
       note("Data from BHPS wave 10. N=6,964", size(small) color(black))
corr prop_alevel mean_factor1

. 
. corr prop_alevel factor1 
(obs=6,964)

             | prop_a~l  factor1
-------------+------------------
 prop_alevel |   1.0000
     factor1 |   0.8020   1.0000


. corr prop_alevel factor1 if bj_sex==1
(obs=3,503)

             | prop_a~l  factor1
-------------+------------------
 prop_alevel |   1.0000
     factor1 |   0.8005   1.0000


. corr prop_alevel factor1 if bj_sex==2
(obs=3,461)

             | prop_a~l  factor1
-------------+------------------
 prop_alevel |   1.0000
     factor1 |   0.8188   1.0000


. 
. twoway (scatter prop_alevel mean_factor1, mlabel(jobfinal) mlabposition(0)) /
> //
>        (lfit prop_alevel mean_factor1), ///
>        title("Scatter Plot of Proportion of A'levels by Mean Status Score") /
> //
>        xtitle("Mean Status Score (mean_pc1)") ///
>        ytitle("Proportion of A'Levels") ///
>        caption("Correlation: 0.89", size(small) color(red)) ///
>        note("Data from BHPS wave 10. N=6,964", size(small) color(black))

. corr prop_alevel mean_factor1
(obs=8,397)

             | prop_a~l mean_f~1
-------------+------------------
 prop_alevel |   1.0000
mean_factor1 |   0.8917   1.0000


. 

%%stata

gen nssec= bj_jbnssec8_dv
replace nssec=. if(nssec<0)

mean status_z, over(nssec)

mean factor1_z, over(nssec)

mean chanstat_z, over(nssec)

mean cambridge_z, over(nssec)

. 
. gen nssec= bj_jbnssec8_dv

. replace nssec=. if(nssec<0)
(0 real changes made)

. 
. mean status_z, over(nssec)

Mean estimation                              Number of obs = 8,397

------------------------------------------------------------------
                 |       Mean   Std. err.     [95% conf. interval]
-----------------+------------------------------------------------
c.status_z@nssec |
              1  |   .5073592   .0219811      .4642707    .5504476
              2  |   .8331822   .0224347      .7892046    .8771597
              3  |   .7974264   .0173243      .7634665    .8313864
              4  |   .3179385   .0118624      .2946853    .3411917
              5  |  -.3562927   .0298014     -.4147108   -.2978746
              6  |  -.9712497   .0247083     -1.019684   -.9228153
              7  |  -.6449649   .0237845     -.6915884   -.5983414
              8  |  -.7982416   .0194757     -.8364188   -.7600644
------------------------------------------------------------------

. 
. mean factor1_z, over(nssec)

Mean estimation                               Number of obs = 8,397

-------------------------------------------------------------------
                  |       Mean   Std. err.     [95% conf. interval]
------------------+------------------------------------------------
c.factor1_z@nssec |
               1  |   .7996175    .019719      .7609634    .8382715
               2  |   1.114464   .0141168      1.086792    1.142136
               3  |   .8764704   .0132443      .8505084    .9024324
               4  |   .3057034   .0128028      .2806068    .3308001
               5  |  -.3014036   .0301247     -.3604554   -.2423519
               6  |  -1.019731   .0181543     -1.055318    -.984144
               7  |  -.8459885    .018388     -.8820335   -.8099436
               8  |  -.9597289   .0136376     -.9864619   -.9329959
-------------------------------------------------------------------

. 
. mean chanstat_z, over(nssec)

Mean estimation                                Number of obs = 8,397

--------------------------------------------------------------------
                   |       Mean   Std. err.     [95% conf. interval]
-------------------+------------------------------------------------
c.chanstat_z@nssec |
                1  |   .8855469   .0369922       .813033    .9580608
                2  |   1.206117   .0138934      1.178883    1.233352
                3  |   .7290725   .0123677      .7048288    .7533163
                4  |   .4010006   .0140579      .3734438    .4285575
                5  |  -.4447397   .0320618     -.5075888   -.3818906
                6  |  -1.034466   .0207814     -1.075202   -.9937291
                7  |  -.5767603   .0202013     -.6163597   -.5371608
                8  |  -.9930744   .0169247     -1.026251   -.9598978
--------------------------------------------------------------------

. 
. mean cambridge_z, over(nssec)

Mean estimation                                 Number of obs = 8,397

---------------------------------------------------------------------
                    |       Mean   Std. err.     [95% conf. interval]
--------------------+------------------------------------------------
c.cambridge_z@nssec |
                 1  |   .9514383   .0239922      .9044078    .9984689
                 2  |   1.436217   .0293276      1.378728    1.493706
                 3  |   .7793193   .0160244      .7479075    .8107311
                 4  |   .0488976   .0106346      .0280511    .0697441
                 5  |  -.2209131   .0276696     -.2751522    -.166674
                 6  |  -.7550127   .0173169     -.7889581   -.7210673
                 7  |  -.6885555   .0159003     -.7197241   -.6573869
                 8  |  -1.118063   .0133759     -1.144283   -1.091843
---------------------------------------------------------------------

. 
%%stata

graph box factor1, over(nssec) ///
    title("Box Plot of Status Score by NS-SEC Categories") ///
    ytitle("Social Status") ///
    note("Data from BHPS wave 10. Adjusted for Complex Sample. N=6,964", size(small) color(black))
    

. 
. graph box factor1, over(nssec) ///
>     title("Box Plot of Status Score by NS-SEC Categories") ///
>     ytitle("Social Status") ///
>     note("Data from BHPS wave 10. Adjusted for Complex Sample. N=6,964", size
> (small) color(black))

.     
. 

Similar to the Chan-Goldthorpe measure, my social status measure has a clear relationship between itself and social class. The figure above details the median and interquartile range of social status mapped onto NS-SEC. Whilst there is clearly a relationship present, most notably those white collar NS-SEC categories, NS-SEC 1.1-3 have a higher median social status score compared to their blue collar counterparts. Having said that the distribution of social status amongst social class is not a linear affair, as noted earlier, a member from NS-SEC 7 can have a positive social status standing and a member from NS-SEC 1.1 can have a negative social status standing.

%%stata


graph bar (count) factor1, over(jobfinal) by(nssec) ///
    title("Count of occupations ordered by social status within each NS-SEC category") ///
    ytitle("Social Status") ///
    note("Data from BHPS wave 10. Adjusted for Complex Sample. N=6,964", size(small) color(black))

. 
. 
. graph bar (count) factor1, over(jobfinal) by(nssec) ///
>     title("Count of occupations ordered by social status within each NS-SEC c
> ategory") ///
>     ytitle("Social Status") ///
>     note("Data from BHPS wave 10. Adjusted for Complex Sample. N=6,964", size
> (small) color(black))

. 

To provide further information on the relationship between class and status the figure above details the composition of each class in terms of occupational categories as ordered by social status. The status spread within each NS-SEC category is quite extensive even if there are clusters of high, medium, and low status occupations within specific NS-SEC categories.

Unlike Chan and Goldthorpe (2004), we adjust for complex survey design using appropriate weights for further regression analysis.

%%stata

cd"G:\Stata data and do\BHPS + US\UKDA-6614-stata\stata\stata13_se\bhps"

merge 1:m pidp using xwavedat.dta

svyset psu [pweight=bj_xrwtsw1], strata(strata) singleunit(scaled)

. 
. cd"G:\Stata data and do\BHPS + US\UKDA-6614-stata\stata\stata13_se\bhps"
G:\Stata data and do\BHPS + US\UKDA-6614-stata\stata\stata13_se\bhps

. 
. merge 1:m pidp using xwavedat.dta

    Result                      Number of obs
    -----------------------------------------
    Not matched                       141,008
        from master                         0  (_merge==1)
        from using                    141,008  (_merge==2)

    Matched                             8,397  (_merge==3)
    -----------------------------------------

. 
. svyset psu [pweight=bj_xrwtsw1], strata(strata) singleunit(scaled)

Sampling weights: bj_xrwtsw1
             VCE: linearized
     Single unit: scaled
        Strata 1: strata
 Sampling unit 1: psu
           FPC 1: <zero>

. 
%%stata

tabstat factor1_z, by(jobfinal) statistics(mean) format(%9.2f)
tabstat chanstat_z, by(jobfinal) statistics(mean) format(%9.2f)
tabstat cambridge_z, by(jobfinal) statistics(mean) format(%9.2f)

tabstat factor1_z, by(nssec) statistics(mean) format(%9.2f)
tabstat chanstat_z, by(nssec) statistics(mean) format(%9.2f)
tabstat cambridge_z, by(nssec) statistics(mean) format(%9.2f)

list factor1_z status_z chanstat_z cambridge_z nssec closeness_z emerging_z highbrow_z mono_z if nssec==1
list factor1_z status_z chanstat_z cambridge_z nssec closeness_z emerging_z highbrow_z mono_z if nssec==8

. 
. tabstat factor1_z, by(jobfinal) statistics(mean) format(%9.2f)

Summary for variables: factor1_z
Group variable: jobfinal 

jobfinal |      Mean
---------+----------
     GMA |      0.99
     PDM |      0.32
      SM |      1.03
     MPS |      0.13
     OMO |      0.78
     SET |      0.88
      HP |      1.25
     TPE |      2.07
     API |      0.74
     APH |      0.98
     APB |      1.21
     AOA |      0.40
     NCC |      0.51
     FRC |      0.48
     OCW |      0.33
     SDC |     -0.30
     SEC |      0.53
     SMC |     -0.96
     SMM |     -1.27
     SMO |     -1.06
     PSP |     -0.02
      CW |     -0.77
     PSW |     -0.39
      HW |     -0.69
     CCW |     -0.03
     BSR |      0.19
      SW |     -0.90
     PMO |     -1.74
      TO |     -1.06
      GL |     -0.68
     RWS |     -1.22
---------+----------
   Total |      0.00
--------------------

. tabstat chanstat_z, by(jobfinal) statistics(mean) format(%9.2f)

Summary for variables: chanstat_z
Group variable: jobfinal 

jobfinal |      Mean
---------+----------
     GMA |      1.12
     PDM |     -0.19
      SM |      1.39
     MPS |     -0.14
     OMO |      0.63
     SET |      0.84
      HP |      1.54
     TPE |      1.37
     API |      0.84
     APH |      0.60
     APB |      1.46
     AOA |      0.61
     NCC |      0.60
     FRC |      0.69
     OCW |      0.38
     SDC |     -0.94
     SEC |      0.41
     SMC |     -1.40
     SMM |     -1.43
     SMO |     -1.14
     PSP |      0.61
      CW |     -0.92
     PSW |      0.61
      HW |     -0.60
     CCW |      0.29
     BSR |      0.31
      SW |     -0.33
     PMO |     -1.56
      TO |     -1.15
      GL |     -1.66
     RWS |     -0.84
---------+----------
   Total |      0.01
--------------------

. tabstat cambridge_z, by(jobfinal) statistics(mean) format(%9.2f)

Summary for variables: cambridge_z
Group variable: jobfinal 

jobfinal |      Mean
---------+----------
     GMA |      1.12
     PDM |      0.52
      SM |      1.01
     MPS |      0.04
     OMO |      1.23
     SET |      1.17
      HP |      1.83
     TPE |      1.86
     API |      0.51
     APH |      0.55
     APB |      0.81
     AOA |      0.22
     NCC |      0.18
     FRC |     -0.48
     OCW |     -0.02
     SDC |     -1.00
     SEC |      0.49
     SMC |     -0.79
     SMM |     -0.68
     SMO |     -0.77
     PSP |     -0.57
      CW |     -0.62
     PSW |     -0.36
      HW |     -0.71
     CCW |     -0.11
     BSR |      0.58
      SW |     -0.35
     PMO |     -1.24
      TO |     -1.22
      GL |     -1.28
     RWS |     -1.20
---------+----------
   Total |      0.01
--------------------

. 
. tabstat factor1_z, by(nssec) statistics(mean) format(%9.2f)

Summary for variables: factor1_z
Group variable: nssec 

   nssec |      Mean
---------+----------
       1 |      0.80
       2 |      1.11
       3 |      0.88
       4 |      0.31
       5 |     -0.30
       6 |     -1.02
       7 |     -0.85
       8 |     -0.96
---------+----------
   Total |      0.00
--------------------

. tabstat chanstat_z, by(nssec) statistics(mean) format(%9.2f)

Summary for variables: chanstat_z
Group variable: nssec 

   nssec |      Mean
---------+----------
       1 |      0.89
       2 |      1.21
       3 |      0.73
       4 |      0.40
       5 |     -0.44
       6 |     -1.03
       7 |     -0.58
       8 |     -0.99
---------+----------
   Total |      0.01
--------------------

. tabstat cambridge_z, by(nssec) statistics(mean) format(%9.2f)

Summary for variables: cambridge_z
Group variable: nssec 

   nssec |      Mean
---------+----------
       1 |      0.95
       2 |      1.44
       3 |      0.78
       4 |      0.05
       5 |     -0.22
       6 |     -0.76
       7 |     -0.69
       8 |     -1.12
---------+----------
   Total |      0.01
--------------------

. 
. list factor1_z status_z chanstat_z cambridge_z nssec closeness_z emerging_z h
> ighbrow_z mono_z if nssec==1

        +-------------------------------------------------------------------+
    41. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       1.587407       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
    63. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
    64. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   151. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9993939 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   188. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9993939 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   189. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.7463199       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   190. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   228. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1340985 | -.1786409 | -.1409692 |  1.295123 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   270. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .6031281 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   292. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .8459145 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   302. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       1.163093       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   329. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .6031281 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -1.170634       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   358. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   374. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   392. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   581. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .8459145 |     1 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   582. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.391898      |       1.587407       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   614. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -1.170634       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   653. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |    .76249 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   659. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   674. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   683. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9507297 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.391898      |       .9509362       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   692. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .8798479 |  .3986229 |  .8427662 |  1.898345 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   787. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.151804 |     1 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   839. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.709067      |       1.799564       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   849. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   851. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   873. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .7811533 |  .5285072 |  .6332261 |  .8635619 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.170634       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   929. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   972. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |   1.24667 |  .9057904 |  1.539763 |  1.271058 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1027. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.151804 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.7463199       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1029. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.401542 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1056. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9507297 |     1 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1082. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1111. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1205. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9993939 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       2.011721       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1230. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1242. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.171056 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1281. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9993939 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .9509362       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1350. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4266535 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1371. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.401542 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1426. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .7127563 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1444. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1562. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.151804 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       2.223878       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1600. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1603. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.834172 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1626. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1634. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1644. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.401542 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1670. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9507297 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .9509362       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1705. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.151804 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |        1.37525       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1743. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1744. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1776. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1793. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 | -.1038399 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1794. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.121322 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1797. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1891. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2043. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2103. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .7379702 |  .4048079 |  .8430419 | -.4054512 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2201. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |    .76249 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       1.163093       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2218. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .8798479 |  .3986229 |  .8427662 |  1.311166 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       1.163093       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2226. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2229. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .8459145 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2243. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.931501 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2265. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2270. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.709067      |       1.163093       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2305. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.237902 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2318. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2333. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       1.799564       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2380. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   1.26571 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2385. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2409. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2450. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2612. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2613. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.171056 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       1.163093       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2633. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2647. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2688. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .6031281 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2744. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2760. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2774. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.171056 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       1.799564       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2776. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6956436 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2802. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.121322 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2817. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .8798479 |  .3986229 |  .8427662 |  1.365178 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2854. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9507297 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2872. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9507297 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2891. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9993939 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.391898      |       1.163093       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2909. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.5341629       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2927. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2950. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       2.011721       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2952. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -1.170634       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2960. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       1.163093       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2966. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2992. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.480154 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       1.587407       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3033. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3109. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.834172 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3144. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3181. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3196. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |    .76249 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3265. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3284. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3297. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3298. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.151804 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.163093       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3323. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .8798479 |  .3986229 |  .8427662 |  1.365178 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3354. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3362. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1340985 | -.1786409 | -.1409692 |  1.091909 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3375. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3403. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3413. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |   1.24667 |  .9057904 |  1.539763 |  1.271058 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3424. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3451. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6956436 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3455. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3481. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |    .76249 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3524. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  .6576748 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .9509362       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3526. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3571. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .8255931 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       1.163093       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3585. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.151804 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.587407       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3612. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3617. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .7811533 |  .5285072 |  .6332261 |   1.25555 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3618. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .8798479 |  .3986229 |  .8427662 |  1.980165 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3639. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3660. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3711. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.171056 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |        1.37525       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3746. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .7127563 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3751. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .8798479 |  .3986229 |  .8427662 |  1.761443 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3770. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.171056 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.7463199       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3788. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .8459145 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3795. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3808. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3827. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |        1.37525       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3833. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .6031281 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3836. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .8798479 |  .3986229 |  .8427662 |  1.898345 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3907. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   1.26571 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .7387792       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3912. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3917. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6956436 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3919. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |    .76249 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3941. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.455554 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3952. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .8459145 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3954. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3989. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .6031281 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4047. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4050. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .8459145 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4064. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9993939 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4140. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .7635596 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4144. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .8255931 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       2.436035       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4152. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9993939 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .7387792       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4159. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4163. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4178. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4184. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.799564       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4211. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       2.011721       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4213. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .6031281 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4217. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 | -.0482238 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4241. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4247. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 | -.2129333 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .9509362       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4250. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .9509362       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4258. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .7127563 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4261. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4280. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4294. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6956436 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -1.170634       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4342. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4350. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .7694421 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4377. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |    .76249 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4390. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4409. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .7811533 |  .5285072 |  .6332261 |  .8635619 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4438. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4484. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4544. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |    .76249 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4587. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.5341629       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4634. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .9509362       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4657. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .6031281 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       1.163093       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4711. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6956436 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       1.587407       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4720. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.455554 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4771. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .7379702 |  .4048079 |  .8430419 |  1.012228 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4775. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       1.799564       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4789. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4803. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .7635596 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4836. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.401542 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4837. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9993939 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       1.587407       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4840. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .7811533 |  .5285072 |  .6332261 |  .8635619 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4854. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4892. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .2849389 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4894. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.7463199       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4923. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4947. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4952. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4957. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4984. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4993. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |    .76249 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       1.163093       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5014. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  2.019738 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5057. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.391898      |       3.072506       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5067. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  .6576748 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5085. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4266535 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5137. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4266535 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.5341629       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5160. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.163093       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5205. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       1.163093       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5206. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5210. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6956436 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5233. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.834172 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5234. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5245. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |   1.24667 |  .9057904 |  1.539763 |  1.190842 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5272. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.401542 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5311. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5316. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 | -.2129333 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5317. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5332. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5351. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5412. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5443. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 | -.2129333 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       2.011721       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5451. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5458. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .8255931 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5464. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5490. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.171056 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       2.011721       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5494. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .8798479 |  .3986229 |  .8427662 |  1.365178 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5527. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.455554 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5598. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5688. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .8459145 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5708. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9993939 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |       .9509362       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5714. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       2.011721       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5801. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.171056 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5814. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4266535 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5858. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5889. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5916. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5920. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6683703 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5956. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6009. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.834172 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6044. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6099. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6117. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  .7854853 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       2.223878       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6160. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6168. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6171. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6200. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  .6576748 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6245. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .8798479 |  .3986229 |  .8427662 |  1.898345 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6262. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       1.163093       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6274. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6299. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6300. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.391898      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6361. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6368. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6378. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |    .76249 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6382. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .8459145 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6487. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .7387792       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6508. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |    .76249 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.587407       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6513. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.170634       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6591. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 | -.2129333 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6631. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       1.799564       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6702. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6748. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6794. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.271593 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6864. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1340985 | -.1786409 | -.1409692 |  1.295123 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6877. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6890. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.151804 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6892. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6893. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .6031281 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6948. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.151804 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6953. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6966. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  .6576748 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6975. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7063. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6956436 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7084. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7092. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7200. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7238. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7299. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7321. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.931501 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7350. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 | -.0482238 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7356. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .7694421 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7360. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .5266222       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7373. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -.4952928 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7405. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 | -.1605258 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7480. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7519. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.834172 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7523. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7530. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .8798479 |  .3986229 |  .8427662 |  1.311166 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7544. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7561. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9993939 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7584. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.170634       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7593. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.171056 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.5341629       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7600. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 | -.2129333 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.1098489       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7604. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  .6576748 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7628. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 | -.2129333 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7665. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7671. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7673. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7689. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       2.011721       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7704. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       2.436035       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7778. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .4261188 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7785. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7828. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .6031281 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7841. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .7635596 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7853. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.594948       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7861. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .8459145 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       2.223878       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7878. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7933. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.011159 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       2.223878       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7959. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.834172 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       2.436035       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7981. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7982. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .7387792       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8010. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       1.163093       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8014. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.171056 |     1 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8023. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8029. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  .6662312 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8052. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8055. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8068. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       2.860349       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8076. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.060893 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8093. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8099. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .6031281 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .7387792       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8150. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |  1.171056 |     1 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8167. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.480154 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8206. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .3144651       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8213. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .3245674 | -.1776101 | -.1883915 |  .4983129 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .1023081       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8214. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .9934834 |  .7717827 |  1.118201 |     1.324 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8221. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |   .917039 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8246. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1340985 | -.1786409 | -.1409692 | -.5862041 |     1 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8257. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.502614 |     1 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |        1.37525       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8305. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  1.032714 |  .7480737 |  1.391982 |  1.003672 |     1 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       1.587407       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8379. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  .1855267 |  .4718117 |  .3128504 |  .9507297 |     1 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

. list factor1_z status_z chanstat_z cambridge_z nssec closeness_z emerging_z h
> ighbrow_z mono_z if nssec==8

        +-------------------------------------------------------------------+
    67. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  .1020471 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
    68. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
    90. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   101. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   104. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   105. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   112. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   126. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   132. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   146. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7781871 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   154. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   156. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   157. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   160. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   164. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.237556 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   171. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   183. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   217. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   237. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   242. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.872865 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   251. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   261. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.415635 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   269. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   271. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   278. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   285. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   286. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   291. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8305947 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   294. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   312. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   341. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.6386116 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   348. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   361. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       -.958477       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   364. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   366. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   369. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -2.231419       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   376. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   377. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   415. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   426. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   428. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   433. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -2.231419       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   434. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   446. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   450. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.237556 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   451. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   452. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.101189 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   454. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   455. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.163093       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   466. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   469. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   483. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   485. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   501. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.598527 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   503. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.7463199       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   510. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   516. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   548. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7803261 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   552. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   556. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.374992 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   557. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7803261 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   558. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7990431 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   561. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   563. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.27392 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   589. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   599. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   604. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   605. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -.9969087 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   606. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   610. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.384083 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       1.587407       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   611. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   615. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   616. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   629. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   630. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  -.939688 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   646. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.923133 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   650. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   651. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.6343335 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   652. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   655. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   675. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.583018 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   678. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   682. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   686. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   704. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   705. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 | -1.130602 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   711. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   718. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   734. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   735. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   741. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   746. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   753. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7161536 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   761. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   768. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   771. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   782. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   783. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   785. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   793. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9546617 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   798. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   809. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   820. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.6386116 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   827. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.101189 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -2.231419       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   833. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   836. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -2.019262       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   846. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.384083 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   852. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.415635 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |        1.37525       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   862. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   864. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   865. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   871. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   881. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.583018 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   885. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   889. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   891. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   903. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   907. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.170634       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   923. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.027925 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   925. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   938. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.000652 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   955. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   958. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   961. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   962. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   968. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   988. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.6386116 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   990. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.6386116 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       2.436035       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
   993. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1002. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8305947 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1010. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.027925 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1012. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7696307 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1016. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1030. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1053. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1058. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1065. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1069. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       -.958477       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1073. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -2.231419       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1083. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1097. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1101. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.000652 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1104. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1107. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1113. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1118. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.151992 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1119. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.739172 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1122. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1123. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9546617 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1127. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1139. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1141. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -.9830046 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1160. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.807105       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1162. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1170. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 | -1.130602 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1172. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7803261 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1183. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1192. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1197. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1209. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1210. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1226. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1232. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1240. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9546617 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1241. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1249. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1254. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1255. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1257. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1263. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1269. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1271. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1272. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1273. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       2.223878       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1302. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -.9231101 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1311. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1315. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1317. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1332. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1337. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.237556 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1339. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1343. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1359. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1365. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1367. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  -.944501 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       -.958477       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1379. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1382. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1383. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7926258 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1386. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1389. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.062686 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1390. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1393. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1394. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1400. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.227395 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -2.231419       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1412. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1413. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1419. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  -.939688 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1434. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.170634       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1456. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       2.223878       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1471. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1476. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1484. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1486. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.151992 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1504. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1517. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1518. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1521. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1526. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -2.019262       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1527. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1528. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1531. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -2.019262       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1534. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1540. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9546617 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1542. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1548. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.062686 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1549. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1550. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.101189 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |        1.37525       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1556. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1560. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1563. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |       3.072506       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1590. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1591. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1604. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1608. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9931652 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |        1.37525       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1610. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |       .3144651       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1612. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1617. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1631. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.057338 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1636. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.731685 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1651. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 |  -1.21563 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1653. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1656. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1660. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1661. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.562162 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1665. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1671. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1672. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 | -.0594539 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1683. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1685. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1688. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.739172 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1694. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1699. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1708. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1712. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  -.939688 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1726. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.562697 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1729. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1730. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.323119 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1731. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1736. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1769. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1770. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1771. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1773. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1786. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1808. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -.8765851 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1809. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1812. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1814. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1817. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1824. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.583018 |     8 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -.5341629       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1834. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1839. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1849. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1856. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1857. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1865. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       1.163093       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1893. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.374992 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1953. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1954. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.6386116 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1955. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1959. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1968. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1976. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1977. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1992. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1995. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  1996. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2013. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.151992 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2015. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2024. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2027. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2029. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2041. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 | -.4610675 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2064. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2065. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8305947 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -2.019262       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2068. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -2.231419       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2073. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2090. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2093. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2099. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2105. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2123. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .9509362       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2133. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2143. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2144. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2157. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.583018 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2169. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.374992 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2170. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2179. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.384083 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2181. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2190. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2196. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2198. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2213. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2266. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2269. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.374992 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2277. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.000652 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2278. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2289. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.057338 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2309. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2310. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.464299 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |        1.37525       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2325. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.057338 |     8 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2327. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2330. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2339. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2365. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2369. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8305947 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2382. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2390. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -.4327245 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2393. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2395. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2397. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2399. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2405. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.595318 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2408. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2411. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2412. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2417. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2418. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2425. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2435. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2445. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2458. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.000652 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2466. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 | -1.127928 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -2.019262       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2476. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2478. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2479. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2485. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2491. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.382791       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2504. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.415635 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2517. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8305947 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2529. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2530. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2542. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .9509362       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2552. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.027925 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2556. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.647191 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2560. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2564. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -1.430074 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2573. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2574. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.374992 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2587. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2593. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2603. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.000652 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |        1.37525       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2628. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       1.587407       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2629. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2636. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2642. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9546617 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2648. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2656. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2664. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.084611 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2665. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2666. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2674. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2680. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2685. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2702. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |   .741634 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2705. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2707. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2710. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       2.223878       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2738. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2754. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2758. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2762. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |        1.37525       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2765. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .9509362       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2766. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2782. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2791. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2823. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .9509362       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2826. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2830. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2849. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.807105       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2863. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.000652 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2869. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2873. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2874. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -.9969087 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2880. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2881. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -.6311249 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2915. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2929. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .9509362       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2943. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.164827 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2953. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2959. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -1.170634       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2961. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2964. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.374992 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  2981. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3003. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3006. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3025. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3030. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3031. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3053. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3054. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3067. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3098. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       2.011721       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3119. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3146. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3155. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.056268 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3157. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.013487 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3160. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3161. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3162. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3163. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.374992 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3165. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3174. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3177. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.27392 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3191. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3211. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3231. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3252. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3275. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9830046 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3294. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.384083 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3300. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3302. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3306. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3324. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3336. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3343. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3348. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .9509362       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3380. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3382. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3391. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3396. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3411. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3421. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3458. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3474. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |       .5266222       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3489. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3499. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3500. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3503. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3504. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7803261 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.391898      |       .9509362       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3506. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3507. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3511. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3518. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3522. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3538. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3560. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3573. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -.8765851 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3600. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.1765689 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3601. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -2.231419       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3609. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3611. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3613. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3615. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3616. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3621. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.607083 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3625. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3645. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3664. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3665. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3672. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3674. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3675. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3677. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3694. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.227395 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3703. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3705. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |        1.37525       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3733. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3734. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3742. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3749. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3767. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3785. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3814. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3816. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3822. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.7463199       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3837. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3841. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3855. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3856. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.057338 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3857. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3858. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3859. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3869. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.923133 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3895. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3898. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.872865 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3908. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3924. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.843987 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3926. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3929. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3944. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.6343335 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3969. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.607083 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3972. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3977. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 | -1.130602 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3978. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3982. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  3990. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       2.860349       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4015. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4032. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4035. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4043. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4056. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -2.019262       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4060. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4077. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4078. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4080. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.731685 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4084. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4090. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4099. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4100. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4108. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4113. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.391898      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4118. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4124. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4131. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4139. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4151. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4164. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.382791       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4191. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4206. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4207. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4208. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.227395 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4209. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.670721 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4216. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4223. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9546617 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4230. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -1.214561 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4264. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       1.163093       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4269. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7990431 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.587407       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4270. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.027925 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4275. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8305947 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4286. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -2.019262       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4287. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       1.587407       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4303. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4312. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4327. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.583018 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4344. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -1.214561 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4349. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4361. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -.8765851 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4376. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 | -.9182972 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4384. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -.6311249 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4388. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4391. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4397. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.151992 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4405. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4411. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4429. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.227395 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4452. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4462. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4467. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4468. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4476. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.739172 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4479. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.739172 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.163093       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4486. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4499. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4508. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4512. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.598527 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4519. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4553. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4559. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9830046 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4562. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4588. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4589. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4595. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4600. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4630. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  -.939688 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4663. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4669. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .9509362       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4671. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.6386116 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4675. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9830046 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4687. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.054129 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4701. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4715. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4719. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4734. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4750. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -.9894218 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4766. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.731685 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4798. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4834. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4853. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4871. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4899. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4903. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4924. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.583018 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4941. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4961. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4963. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4990. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -2.231419       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  4992. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .9509362       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5008. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5011. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5022. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  -.939688 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5028. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.415635 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5042. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5046. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |       1.163093       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5058. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.391898      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5060. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .3144651       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5062. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8305947 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.391898      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5069. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5075. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.062686 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5096. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.382791       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5101. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5110. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5115. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  -.939688 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5123. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5124. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  .0507091 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5125. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -2.231419       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5129. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       1.799564       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5132. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5136. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5142. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5145. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.6386116 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5146. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7696307 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5149. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5167. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5169. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5182. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5183. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5190. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5208. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.163093       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5211. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5212. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5222. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5240. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5247. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |        1.37525       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5258. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5267. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5274. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.539167 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5283. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5293. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5295. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |              .       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5296. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.6343335 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.163093       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5313. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5327. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5338. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 | -1.130602 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5345. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5354. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5356. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5357. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.6102687 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       -.958477       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5369. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5393. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5402. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5403. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5427. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5430. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.647191 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5446. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5447. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5450. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5468. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5472. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5483. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5491. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.5341629       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5503. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.27392 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5515. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5520. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5521. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5553. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       1.163093       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5554. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5578. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0188159 |  .3295574 |  .6147535 | -1.034877 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5585. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5587. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -.1098489       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5596. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5597. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.237556 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5607. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5610. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -1.214561 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5614. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7781871 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5618. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .9509362       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5642. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7161536 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5643. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.057338 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5645. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5662. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.872865 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5682. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5691. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |        1.37525       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5692. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       1.163093       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5703. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5704. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7161536 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5709. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.027925 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5719. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  -.939688 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5721. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5733. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5736. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5757. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5761. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5770. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7926258 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5773. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5776. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5790. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.539167 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5795. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5799. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5815. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5817. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5819. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       1.163093       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5821. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .7387792       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5828. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5836. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5841. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5853. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5856. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0188159 |  .3295574 |  .6147535 | -1.034877 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5861. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5874. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.401173 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5876. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |       .5266222       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5878. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5882. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5884. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5897. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .5266222       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5903. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9830046 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5904. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5910. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  .0507091 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5912. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.562162 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5921. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5925. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  -.939688 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5928. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5931. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5937. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5940. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       2.223878       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5957. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5986. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  5993. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6011. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       1.163093       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6017. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6021. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6024. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.594948       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6025. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6027. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6048. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6053. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6065. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6067. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6068. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.011882 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6082. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       -.958477       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6088. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.807105       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6102. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.670721 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6108. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6115. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6116. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6119. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6124. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6133. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6136. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6148. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.237556 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6149. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  -.939688 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6151. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7803261 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6183. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6194. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6212. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 | -1.127928 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6215. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8305947 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6220. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6231. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.670721 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6232. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  .0598001 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6238. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6241. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6242. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6250. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6253. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6256. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6257. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6267. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6272. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6287. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6290. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6303. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.374992 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6307. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6332. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.057338 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6337. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6341. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.3220059       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6370. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6375. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6384. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6386. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6390. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6398. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6410. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6412. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8305947 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6423. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.384083 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6426. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6427. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.374992 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6428. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  .0507091 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6431. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -2.231419       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6434. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0188159 |  .3295574 |  .6147535 | -1.062686 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6436. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.151992 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6441. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  .0507091 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6445. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6447. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       -.958477       |      -2.379582       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6455. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6460. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6461. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6478. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6485. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.587407       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6504. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6534. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6536. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6547. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6549. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6551. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 | -.4610675 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6555. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6556. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |              .       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6557. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6561. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6565. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6570. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6574. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6580. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6588. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6621. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.6386116 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6644. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6646. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6662. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6672. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6692. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.027925 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6703. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6721. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6727. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6728. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.731685 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6737. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -2.231419       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6745. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       2.223878       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6751. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6766. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6770. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6771. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.7463199       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6776. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.5081273 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |              .       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6777. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8305947 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6779. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6793. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6796. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6801. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7156188 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |        1.37525       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6814. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.351462 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6816. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6826. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6828. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6838. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.8728416 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       2.011721       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6839. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       2.011721       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6855. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.415635 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .1023081       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6860. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6898. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6918. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6919. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.415635 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6933. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6934. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6935. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       -.958477       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6936. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6947. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.000652 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6952. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6957. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.415635 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6978. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6981. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6983. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6994. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  6995. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.084611 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |        1.37525       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7000. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7001. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7002. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7012. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.731685 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7015. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7021. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.595318 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7022. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7025. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       2.860349       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7031. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       1.587407       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7032. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7052. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       1.163093       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7054. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.401173 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7055. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.1765689 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7064. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7067. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7068. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .5266222       |       1.214755       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7080. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.000652 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7097. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7104. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7109. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9546617 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7112. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -.9969087 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7113. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       1.799564       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7116. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.280872 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7125. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7130. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.799564       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7141. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7147. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       1.163093       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7166. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  .0507091 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7177. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7990431 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7186. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -.9182972 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7189. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7226. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |              .       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7237. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7244. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7251. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       1.163093       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7263. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.866447 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7272. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7274. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7281. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.384083 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7286. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7305. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.6343335 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7306. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -2.379582       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7316. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7324. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7325. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7337. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.534354 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7339. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7344. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       2.223878       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7364. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -.9969087 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7367. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7376. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7380. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |       .1023081       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7389. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7396. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7409. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 | -2.383607 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7410. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7417. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9546617 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -2.019262       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7429. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.595318 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7448. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.587831 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7449. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.374992 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7451. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.8225731 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7454. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .9509362       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7459. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.8966991 | -.5249992 | -.3334152 |  .0507091 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7472. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7473. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7492. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.000652 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7493. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7495. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7501. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.5341629       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7503. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7513. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7534. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7541. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.6386116 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7559. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7569. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.3220059       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7592. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7606. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7613. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7627. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7646. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.539167 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7647. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -2.231419       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7655. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.595318 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7668. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7690. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7692. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7698. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7703. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7715. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.3220059       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7731. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7733. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.013487 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7741. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9546617 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       2.074729      |       .1023081       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7746. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7756. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7762. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7775. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7776. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       .9509362       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7787. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7815. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.301728 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7820. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7833. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7836. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -2.874233 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7839. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.027925 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |       1.587407       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7862. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -1.151992 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7867. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .7387792       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7879. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -1.892982 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7899. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7904. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       1.799564       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7906. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7908. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.2434154 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.170634       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7918. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7930. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7936. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.323119 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7942. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7950. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7951. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7952. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.227395 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       -.958477       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7953. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7957. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |       .9509362       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7958. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7966. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.062686 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7967. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |      -2.231419       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7969. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.707085 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.807105       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7971. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7972. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.584623 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       2.648192       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7983. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       2.011721       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7984. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |        1.37525       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  7993. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.7781871 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8002. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8003. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8008. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0143446 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |       .7387792       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8018. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       -2.04847      |       1.163093       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8021. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.271422 | -1.391926 | -1.427986 | -.9776569 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8030. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.587831 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |       -.958477       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8031. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -.9546617 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -.1098489       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8049. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.084611 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -1.594948       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8060. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.170634       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8070. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.27392 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       1.163093       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8101. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8103. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -.9969087 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -1.807105       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8121. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.337023 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |      -.5341629       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8140. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       .5266222       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8164. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.266968 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.096963      |      -2.019262       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8179. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -1.135414 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.5341629       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8183. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8186. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.057338 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        .488883      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8191. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 | -1.092098 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |      -1.382791       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8193. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0333735 |  .3965612 |  .2863822 | -.0177418 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.123221      |       1.163093       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8211. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .8060523      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8212. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.193705 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8225. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.7732823 | -.0075234 | -.9151646 | -.6343335 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       1.440391      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8241. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3875102 |  .1007136 |  .6073093 |  .0207618 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8242. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -.3220059       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8253. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |      -1.382791       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8270. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8275. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.7797937      |       .3144651       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8284. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.9567267 | -1.042475 | -1.398485 | -.8765851 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |       1.587407       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8285. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7803261 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |              .      |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8287. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.739156 | -2.095981 | -1.557019 |  -1.13488 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |       .1023081       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8291. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.027925 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |       .3144651       |      -.5824136       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8299. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.662699 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.414132      |      -1.807105       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8325. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7803261 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |        1.75756      |       .7387792       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8331. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.0188159 |  .3295574 |  .6147535 | -1.062686 |     8 |         . |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8342. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 | -.4211054 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8346. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        |  -1.22346 | -.9610395 | -.8360357 | -1.284616 |     8 |  .5601456 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -1.731301      |       .1023081       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8358. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 |  -.696367 |     8 | -1.402356 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8367. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.059361 | -1.007427 | -1.150346 | -1.261086 |     8 |  .0695201 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.4626245      |      -.1098489       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8387. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -1.061681 | -.7919837 | -1.138766 | -.7161536 |     8 |  1.050771 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |      -.1454553      |      -.7463199       |      -1.480998       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8388. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.3010149 | -.3487275 |   -.94053 | -1.328467 |     8 | -.9117309 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.170634       |       .3161705       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
  8389. | factor1_z |  status_z | chansta~z | cambrid~z | nssec | closene~z |
        | -.6809593 | -.4703653 | -1.664546 | -1.707085 |     8 |  1.541397 |
        |-------------------------------------------------------------------|
        |      emergin~z      |      highbro~z       |         mono_z       |
        |       .1717139      |      -1.594948       |      -1.480998       |
        +-------------------------------------------------------------------+

. 

Duplicating Chan and Goldthorpe (2004) regression model, regressing median income and proportion of A’levels on given ‘status’ measures.

%%stata

regress chanstat_z median_income prop_alevel

svy: regress chanstat_z median_income prop_alevel 

etable

regress factor1_z median_income prop_alevel

svy: regress factor1_z median_income prop_alevel 

etable, append 

svy: regress cambridge_z median_income prop_alevel 
etable, append 


cd "G:\Stata data and do\do files\Status\figures"

collect style showbase all

collect label levels etable_depvar 1 "Chan-Goldthorpe Duplication #1" ///
                                        2 "Social Status Duplication #1", modify

collect style cell, font(Book Antiqua)

etable, replay column(depvar) ///
cstat(_r_b, nformat(%4.2f))  ///
        cstat(_r_se, nformat(%6.2f))  ///
        showstars showstarsnote  ///
        stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
        mstat(N) mstat(aic) mstat(bic) mstat(r2_a)  ///
        title("Table 1: Regression Models of relationship between income and education on status measures") ///
        titlestyles(font(Arial Narrow, size(14) bold)) ///
        note("Data Source: BHPS. Adjusted for Complex Sample. N=8,397") ///
        notestyles(font(Book Antiqua, size(8) italic)) ///
        export("incomeeducationreg.docx", replace)

. 
. regress chanstat_z median_income prop_alevel

      Source |       SS           df       MS      Number of obs   =     8,397
-------------+----------------------------------   F(2, 8394)      =  10901.67
       Model |  5996.32798         2  2998.16399   Prob > F        =    0.0000
    Residual |  2308.50742     8,394  .275018753   R-squared       =    0.7220
-------------+----------------------------------   Adj R-squared   =    0.7220
       Total |  8304.83539     8,396    .9891419   Root MSE        =    .52442

------------------------------------------------------------------------------
  chanstat_z | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
median_inc~e |  -.0000628   1.59e-06   -39.55   0.000     -.000066   -.0000597
 prop_alevel |   5.219379   .0420114   124.24   0.000     5.137027    5.301732
       _cons |   -2.30577   .0182055  -126.65   0.000    -2.341457   -2.270082
------------------------------------------------------------------------------

. 
. svy: regress chanstat_z median_income prop_alevel 
(running regress on estimation sample)

Survey: Linear regression

Number of strata = 122                            Number of obs   =      8,397
Number of PSUs   = 401                            Population size = 7,834.3559
                                                  Design df       =        279
                                                  F(2, 278)       =   16002.92
                                                  Prob > F        =     0.0000
                                                  R-squared       =     0.7194

------------------------------------------------------------------------------
             |             Linearized
  chanstat_z | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
median_inc~e |  -.0000606   1.97e-06   -30.70   0.000    -.0000645   -.0000567
 prop_alevel |   5.189869   .0395537   131.21   0.000     5.112007     5.26773
       _cons |  -2.293269    .016875  -135.90   0.000    -2.326488   -2.260051
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. 
. etable

---------------------------------
                       chanstat_z
---------------------------------
median_income              -0.000
                          (0.000)
prop_alevel                 5.190
                          (0.040)
Intercept                  -2.293
                          (0.017)
Number of observations       8397
---------------------------------

. 
. regress factor1_z median_income prop_alevel

      Source |       SS           df       MS      Number of obs   =     8,397
-------------+----------------------------------   F(2, 8394)      =  18185.35
       Model |  6843.73935         2  3421.86968   Prob > F        =    0.0000
    Residual |  1579.46814     8,394  .188166326   R-squared       =    0.8125
-------------+----------------------------------   Adj R-squared   =    0.8124
       Total |  8423.20749     8,396  1.00324053   Root MSE        =    .43378

------------------------------------------------------------------------------
   factor1_z | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
median_inc~e |  -.0000366   1.31e-06   -27.87   0.000    -.0000392    -.000034
 prop_alevel |   5.088065   .0347502   146.42   0.000     5.019946    5.156183
       _cons |   -2.59304   .0150588  -172.19   0.000    -2.622559   -2.563521
------------------------------------------------------------------------------

. 
. svy: regress factor1_z median_income prop_alevel 
(running regress on estimation sample)

Survey: Linear regression

Number of strata = 122                            Number of obs   =      8,397
Number of PSUs   = 401                            Population size = 7,834.3559
                                                  Design df       =        279
                                                  F(2, 278)       =   17252.77
                                                  Prob > F        =     0.0000
                                                  R-squared       =     0.8127

------------------------------------------------------------------------------
             |             Linearized
   factor1_z | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
median_inc~e |   -.000036   1.49e-06   -24.21   0.000    -.0000389   -.0000331
 prop_alevel |   5.088711    .037381   136.13   0.000     5.015126    5.162296
       _cons |  -2.591268   .0165795  -156.29   0.000    -2.623905   -2.558631
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. 
. etable, append 

-------------------------------------------
                       chanstat_z factor1_z
-------------------------------------------
median_income              -0.000          
                          (0.000)          
prop_alevel                 5.190          
                          (0.040)          
Intercept                  -2.293          
                          (0.017)          
median_income                        -0.000
                                    (0.000)
prop_alevel                           5.089
                                    (0.037)
Intercept                            -2.591
                                    (0.017)
Number of observations       8397      8397
-------------------------------------------

. 
. svy: regress cambridge_z median_income prop_alevel 
(running regress on estimation sample)

Survey: Linear regression

Number of strata = 122                            Number of obs   =      8,397
Number of PSUs   = 401                            Population size = 7,834.3559
                                                  Design df       =        279
                                                  F(2, 278)       =    6342.76
                                                  Prob > F        =     0.0000
                                                  R-squared       =     0.6980

------------------------------------------------------------------------------
             |             Linearized
 cambridge_z | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
median_inc~e |  -.0000104   1.83e-06    -5.67   0.000     -.000014   -6.79e-06
 prop_alevel |   4.275474   .0559812    76.37   0.000     4.165275    4.385673
       _cons |  -2.440373   .0206989  -117.90   0.000    -2.481119   -2.399627
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append 

-------------------------------------------------------
                       chanstat_z factor1_z cambridge_z
-------------------------------------------------------
median_income              -0.000                      
                          (0.000)                      
prop_alevel                 5.190                      
                          (0.040)                      
Intercept                  -2.293                      
                          (0.017)                      
median_income                        -0.000            
                                    (0.000)            
prop_alevel                           5.089            
                                    (0.037)            
Intercept                            -2.591            
                                    (0.017)            
median_income                                    -0.000
                                                (0.000)
prop_alevel                                       4.275
                                                (0.056)
Intercept                                        -2.440
                                                (0.021)
Number of observations       8397      8397        8397
-------------------------------------------------------

. 
. 
. cd "G:\Stata data and do\do files\Status\figures"
G:\Stata data and do\do files\Status\figures

. 
. collect style showbase all

. 
. collect label levels etable_depvar 1 "Chan-Goldthorpe Duplication #1" ///
>                                                                              
>    2 "Social Status Duplication #1", modify

. 
. collect style cell, font(Book Antiqua)

. 
. etable, replay column(depvar) ///
> cstat(_r_b, nformat(%4.2f))  ///
>                 cstat(_r_se, nformat(%6.2f))  ///
>                 showstars showstarsnote  ///
>                 stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
>                 mstat(N) mstat(aic) mstat(bic) mstat(r2_a)      ///
>                 title("Table 1: Regression Models of relationship between inc
> ome and education on status measures") ///
>                 titlestyles(font(Arial Narrow, size(14) bold)) ///
>                 note("Data Source: BHPS. Adjusted for Complex Sample. N=8,397
> ") ///
>                 notestyles(font(Book Antiqua, size(8) italic)) ///
>                 export("incomeeducationreg.docx", replace)

Table 1: Regression Models of relationship between income and education on status measures
----------------------------------------------------------------------------------------------
                       Chan-Goldthorpe Duplication #1 Social Status Duplication #1 cambridge_z
----------------------------------------------------------------------------------------------
median_income                     -0.00 ***                                                   
                                 (0.00)                                                       
prop_alevel                        5.19 ***                                                   
                                 (0.04)                                                       
Intercept                         -2.29 ***                                                   
                                 (0.02)                                                       
median_income                                                   -0.00 ***                     
                                                               (0.00)                         
prop_alevel                                                      5.09 ***                     
                                                               (0.04)                         
Intercept                                                       -2.59 ***                     
                                                               (0.02)                         
median_income                                                                        -0.00 ***
                                                                                    (0.00)    
prop_alevel                                                                           4.28 ***
                                                                                    (0.06)    
Intercept                                                                            -2.44 ***
                                                                                    (0.02)    
Number of observations             8397                          8397                 8397    
----------------------------------------------------------------------------------------------
*** p<.001, ** p<.01, * p<.05
Data Source: BHPS. Adjusted for Complex Sample. N=8,397
(collection ETable exported to file incomeeducationreg.docx)

. 

The table above produces three linear regression models using the Chan-Goldthorpe scale, my social status measure, and the Cambridge scale as dependent variables against median income and proportion of A’levels measures outlined above. The rankings derived from both my own measure and the Chan-Goldthorpe measure produce near identical results – there is some substantive difference in the Cambridge scale however. In this rudimentary regression model, the conclusions found from Chan and Goldthorpe (2004) hold for my measure as well. If these findings are duplicated across multiple models then this would provide strong evidence against the use of my measure. The conclusion would be that the addition of other Weberian measures to social status does not capture a more definitive variance in the form of social status. If however differences emerge, there is a strong case to use my measure over the Chan-Goldthorpe scale, as variance is being captured through the addition of other Weberian concepts added to my measure that is absent in their own. Chan and Goldthorpe do however provide much of the groundwork and evidence to suggest that a measure based on this Weberian construction is sufficiently different from Duncan’s SEI and Ganzeboom and Treiman’s occupational status scale (Blau and Duncan, 1967; Ganzeboom and Treiman, 2003; Chan and Goldthorpe, 2004).

Test Regressions

The case that this measure is sociologically more compelling has been made. Hitherto, there has yet to be strong evidence to suggest that my measure is in fact more effective in capturing Weberian social status than the Chan-Goldthorpe measure. The next step is to provided evidence to suggest that this measure provides substantively different results from the Chan-Goldthorpe measure. If that holds true then their argument that occupations and occupations alone are all that is required to measure social status holds, and the need for this new measure is not needed. If that does not hold, then the latent features underpinning this new measure of social status appear to be capturing some element of status that the original Chan-Goldthorpe measure fails to account for. This paper first conducts a variety of models based on key assumptions underpinning Weberian social status. Models related to cultural consumption, social behaviour and social attitudes are conducted to assess the similarities or differences present between my social status measure and the Chan-Goldthorpe measure. The Cambridge scale is included as a vital comparison measure. A model on life chances is also included to provide a suitable test of my social status measure – social status should have no impact on economic life chances as Weber defines this as a social class-based concept. These first set of models are simplistic models that only include measures of social class, and the given status measure. For non-linear models, relevant KHB analysis is taken place to assess rescaling as a potential limiting factor in comparing nested non-linear models.

After these models are interpreted, this paper then turns to the British Social Attitudes Survey of 2002 to duplicate prior analysis by Chan and Goldthorpe (2007) looking at left-right and libertarian-authoritarian axis. I attempt to duplicate their analysis, then compare with my own social status measure to assess differences.

Logistic Regression of Smoking Status.

%%stata

collect clear 

gen smoke=.
replace smoke=0 if bj_smoker==1
replace smoke=1 if bj_smoker==2

svy: logit smoke ib3.nssec
etable 

svy: logit smoke factor1_z ib3.nssec
etable, append
khb logit smoke ib3.nssec || factor1_z , summary

svy: logit smoke chanstat_z ib3.nssec
etable, append
khb logit smoke ib3.nssec || chanstat_z , summary


svy: logit smoke cambridge_z ib3.nssec
etable, append
khb logit smoke ib3.nssec || cambridge_z , summary

collect style showbase all

collect label levels etable_depvar 1 "Null Model + NS-SEC" ///
                                        2 "Social Status" /// 
                                        3 "Chan-Goldthorpe" ///
                                        4 "Cambridge Scale" , modify

collect style cell, font(Book Antiqua)

etable, replay column(depvar) ///
cstat(_r_b, nformat(%4.2f))  ///
        cstat(_r_se, nformat(%6.2f))  ///
        showstars showstarsnote  ///
        stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
        mstat(N) mstat(aic) mstat(bic) mstat(r2_a)  ///
        title("Table 1: Regression Models of Smoking Status") ///
        titlestyles(font(Arial Narrow, size(14) bold)) ///
        note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959") ///
        notestyles(font(Book Antiqua, size(8) italic)) ///
        export("smokingstatus.docx", replace)

. 
. collect clear 

. 
. gen smoke=.
(149,405 missing values generated)

. replace smoke=0 if bj_smoker==1
(2,377 real changes made)

. replace smoke=1 if bj_smoker==2
(5,712 real changes made)

. 
. svy: logit smoke ib3.nssec
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                            Number of obs   =      8,392
Number of PSUs   = 401                            Population size = 7,827.1013
                                                  Design df       =        279
                                                  F(7, 273)       =      20.43
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
       smoke | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
       nssec |
          1  |   .2361477   .2070716     1.14   0.255    -.1714734    .6437687
          2  |   .4259219   .1458031     2.92   0.004      .138908    .7129357
          4  |  -.2224281   .0940251    -2.37   0.019    -.4075167   -.0373394
          5  |  -.3617063     .12113    -2.99   0.003    -.6001512   -.1232615
          6  |  -.6112428   .1037518    -5.89   0.000    -.8154786    -.407007
          7  |  -.6157826    .109195    -5.64   0.000    -.8307333   -.4008319
          8  |  -.9245396   .1033682    -8.94   0.000     -1.12802    -.721059
             |
       _cons |   1.302835   .0709407    18.37   0.000     1.163188    1.442482
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable 

------------------------------
                        smoke 
------------------------------
nssec                         
  1                      0.236
                       (0.207)
  2                      0.426
                       (0.146)
  4                     -0.222
                       (0.094)
  5                     -0.362
                       (0.121)
  6                     -0.611
                       (0.104)
  7                     -0.616
                       (0.109)
  8                     -0.925
                       (0.103)
Intercept                1.303
                       (0.071)
Number of observations    8392
------------------------------

. 
. svy: logit smoke factor1_z ib3.nssec
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                            Number of obs   =      8,392
Number of PSUs   = 401                            Population size = 7,827.1013
                                                  Design df       =        279
                                                  F(8, 272)       =      19.26
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
       smoke | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
   factor1_z |   .2107719   .0530188     3.98   0.000     .1064043    .3151395
             |
       nssec |
          1  |   .2458257   .2078013     1.18   0.238    -.1632317    .6548831
          2  |   .3717909   .1456599     2.55   0.011     .0850589    .6585228
          4  |   -.104916   .0977636    -1.07   0.284     -.297364     .087532
          5  |  -.1068228   .1362088    -0.78   0.434    -.3749501    .1613046
          6  |  -.2145786   .1460052    -1.47   0.143    -.5019903    .0728331
          7  |  -.2599169   .1396703    -1.86   0.064    -.5348584    .0150245
          8  |  -.5411559   .1393827    -3.88   0.000    -.8155312   -.2667807
             |
       _cons |   1.122224   .0830379    13.51   0.000     .9587635    1.285684
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

--------------------------------------
                        smoke   smoke 
--------------------------------------
nssec                                 
  1                      0.236   0.246
                       (0.207) (0.208)
  2                      0.426   0.372
                       (0.146) (0.146)
  4                     -0.222  -0.105
                       (0.094) (0.098)
  5                     -0.362  -0.107
                       (0.121) (0.136)
  6                     -0.611  -0.215
                       (0.104) (0.146)
  7                     -0.616  -0.260
                       (0.109) (0.140)
  8                     -0.925  -0.541
                       (0.103) (0.139)
factor1_z                        0.211
                               (0.053)
Intercept                1.303   1.122
                       (0.071) (0.083)
Number of observations    8392    8392
--------------------------------------

. khb logit smoke ib3.nssec || factor1_z , summary

Decomposition using the KHB-Method

Model-Type:  logit                                 Number of obs     =    8089
Variables of Interest: ib3.nssec                   Pseudo R2         =    0.03
Z-variable(s): factor1_z
------------------------------------------------------------------------------
       smoke | Coefficient  Std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
1.nssec      |
     Reduced |   .2223982   .1528163     1.46   0.146    -.0771163    .5219127
        Full |   .2389496   .1528223     1.56   0.118    -.0605766    .5384758
        Diff |  -.0165514   .0154293    -1.07   0.283    -.0467922    .0136894
-------------+----------------------------------------------------------------
2.nssec      |
     Reduced |   .3707031   .1209364     3.07   0.002     .1336722    .6077341
        Full |   .3168761   .1214798     2.61   0.009     .0787801    .5549721
        Diff |   .0538271   .0182919     2.94   0.003     .0179756    .0896785
-------------+----------------------------------------------------------------
3.nssec      |  (base outcome)
-------------+----------------------------------------------------------------
4.nssec      |
     Reduced |  -.1908485   .0818927    -2.33   0.020    -.3513553   -.0303418
        Full |  -.0603111   .0853256    -0.71   0.480    -.2275461    .1069239
        Diff |  -.1305375   .0292403    -4.46   0.000    -.1878473   -.0732276
-------------+----------------------------------------------------------------
5.nssec      |
     Reduced |   -.349825   .0960809    -3.64   0.000      -.53814   -.1615099
        Full |  -.0823629   .1093355    -0.75   0.451    -.2966566    .1319308
        Diff |  -.2674621   .0534813    -5.00   0.000    -.3722834   -.1626408
-------------+----------------------------------------------------------------
6.nssec      |
     Reduced |  -.6952232   .0853396    -8.15   0.000    -.8624857   -.5279606
        Full |  -.2639514   .1180744    -2.24   0.025     -.495373   -.0325298
        Diff |  -.4312717   .0840948    -5.13   0.000    -.5960944   -.2664491
-------------+----------------------------------------------------------------
7.nssec      |
     Reduced |  -.6137679   .0800616    -7.67   0.000    -.7706858     -.45685
        Full |  -.2221681   .1092475    -2.03   0.042    -.4362893    -.008047
        Diff |  -.3915998   .0766206    -5.11   0.000    -.5417734   -.2414262
-------------+----------------------------------------------------------------
8.nssec      |
     Reduced |  -.8597574   .0830848   -10.35   0.000    -1.022601   -.6969142
        Full |  -.4414284   .1143328    -3.86   0.000    -.6655165   -.2173403
        Diff |   -.418329   .0816536    -5.12   0.000    -.5783671   -.2582909
------------------------------------------------------------------------------

Summary of confounding

        Variable | Conf_ratio    Conf_Pct   Resc_Fact  
    -------------+-------------------------------------
         1.nssec |  .93073264       -7.44   .98493378  
         2.nssec |  1.1698678       14.52   .99150654  
        3b.nssec |          .           .           .  
         4.nssec |  3.1644022       68.40   1.0145969  
         5.nssec |  4.2473634       76.46    .9936422  
         6.nssec |  2.6339059       62.03   1.0043439  
         7.nssec |   2.762628       63.80   1.0034362  
         8.nssec |  1.9476713       48.66   1.0051622  
    ---------------------------------------------------

. 
. svy: logit smoke chanstat_z ib3.nssec
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                            Number of obs   =      8,392
Number of PSUs   = 401                            Population size = 7,827.1013
                                                  Design df       =        279
                                                  F(8, 272)       =      18.21
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
       smoke | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
  chanstat_z |   .1527219   .0510355     2.99   0.003     .0522583    .2531855
             |
       nssec |
          1  |   .2088675   .2076389     1.01   0.315    -.1998702    .6176052
          2  |   .3534008   .1470851     2.40   0.017     .0638634    .6429382
          4  |  -.1728454   .0932516    -1.85   0.065    -.3564116    .0107207
          5  |   -.178142   .1297386    -1.37   0.171    -.4335328    .0772489
          6  |  -.3419641   .1374116    -2.49   0.013    -.6124592    -.071469
          7  |  -.4195144   .1231225    -3.41   0.001    -.6618815   -.1771474
          8  |  -.6660895   .1306842    -5.10   0.000    -.9233418   -.4088371
             |
       _cons |   1.191712   .0779715    15.28   0.000     1.038225    1.345199
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

----------------------------------------------
                        smoke   smoke   smoke 
----------------------------------------------
nssec                                         
  1                      0.236   0.246   0.209
                       (0.207) (0.208) (0.208)
  2                      0.426   0.372   0.353
                       (0.146) (0.146) (0.147)
  4                     -0.222  -0.105  -0.173
                       (0.094) (0.098) (0.093)
  5                     -0.362  -0.107  -0.178
                       (0.121) (0.136) (0.130)
  6                     -0.611  -0.215  -0.342
                       (0.104) (0.146) (0.137)
  7                     -0.616  -0.260  -0.420
                       (0.109) (0.140) (0.123)
  8                     -0.925  -0.541  -0.666
                       (0.103) (0.139) (0.131)
factor1_z                        0.211        
                               (0.053)        
chanstat_z                               0.153
                                       (0.051)
Intercept                1.303   1.122   1.192
                       (0.071) (0.083) (0.078)
Number of observations    8392    8392    8392
----------------------------------------------

. khb logit smoke ib3.nssec || chanstat_z , summary

Decomposition using the KHB-Method

Model-Type:  logit                                 Number of obs     =    8089
Variables of Interest: ib3.nssec                   Pseudo R2         =    0.03
Z-variable(s): chanstat_z
------------------------------------------------------------------------------
       smoke | Coefficient  Std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
1.nssec      |
     Reduced |   .2273824   .1529116     1.49   0.137    -.0723189    .5270837
        Full |   .1964765   .1530176     1.28   0.199    -.1034325    .4963854
        Diff |   .0309059    .015125     2.04   0.041     .0012615    .0605503
-------------+----------------------------------------------------------------
2.nssec      |
     Reduced |   .3720537   .1209086     3.08   0.002     .1350772    .6090301
        Full |   .2808367   .1224872     2.29   0.022     .0407662    .5209071
        Diff |    .091217   .0233207     3.91   0.000     .0455092    .1369247
-------------+----------------------------------------------------------------
3.nssec      |  (base outcome)
-------------+----------------------------------------------------------------
4.nssec      |
     Reduced |  -.1892016   .0818641    -2.31   0.021    -.3496522    -.028751
        Full |  -.1255342   .0828424    -1.52   0.130    -.2879024     .036834
        Diff |  -.0636674   .0190082    -3.35   0.001    -.1009229    -.026412
-------------+----------------------------------------------------------------
5.nssec      |
     Reduced |  -.3491934   .0960281    -3.64   0.000    -.5374051   -.1609818
        Full |  -.1248382   .1071756    -1.16   0.244    -.3348984    .0852221
        Diff |  -.2243553   .0483864    -4.64   0.000    -.3191909   -.1295196
-------------+----------------------------------------------------------------
6.nssec      |
     Reduced |  -.6933521   .0853084    -8.13   0.000    -.8605535   -.5261508
        Full |  -.3533484   .1102839    -3.20   0.001     -.569501   -.1371959
        Diff |  -.3400037   .0716476    -4.75   0.000    -.4804304    -.199577
-------------+----------------------------------------------------------------
7.nssec      |
     Reduced |  -.6123114   .0800258    -7.65   0.000     -.769159   -.4554637
        Full |  -.3610182    .095281    -3.79   0.000    -.5477655    -.174271
        Diff |  -.2512931    .053753    -4.67   0.000     -.356647   -.1459392
-------------+----------------------------------------------------------------
8.nssec      |
     Reduced |  -.8575554    .083059   -10.32   0.000    -1.020348   -.6947628
        Full |  -.5251272   .1072584    -4.90   0.000    -.7353498   -.3149045
        Diff |  -.3324282   .0701103    -4.74   0.000    -.4698419   -.1950145
------------------------------------------------------------------------------

Summary of confounding

        Variable | Conf_ratio    Conf_Pct   Resc_Fact  
    -------------+-------------------------------------
         1.nssec |  1.1573008       13.59   1.0070073  
         2.nssec |  1.3248044       24.52   .99511874  
        3b.nssec |          .           .           .  
         4.nssec |   1.507172       33.65   1.0058413  
         5.nssec |  2.7971686       64.25    .9918484  
         6.nssec |  1.9622337       49.04    1.001641  
         7.nssec |  1.6960676       41.04   1.0010549  
         8.nssec |  1.6330433       38.76   1.0025878  
    ---------------------------------------------------

. 
. 
. svy: logit smoke cambridge_z ib3.nssec
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                            Number of obs   =      8,392
Number of PSUs   = 401                            Population size = 7,827.1013
                                                  Design df       =        279
                                                  F(8, 272)       =      23.67
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
       smoke | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
 cambridge_z |    .286158   .0450492     6.35   0.000     .1974785    .3748374
             |
       nssec |
          1  |   .1892168   .2100349     0.90   0.368    -.2242376    .6026711
          2  |   .2561127   .1550289     1.65   0.100    -.0490622    .5612876
          4  |  -.0182822   .0941472    -0.19   0.846    -.2036114    .1670469
          5  |  -.0785009   .1274422    -0.62   0.538    -.3293713    .1723694
          6  |  -.1778758   .1223767    -1.45   0.147    -.4187747    .0630231
          7  |  -.1998788     .12058    -1.66   0.099    -.4372409    .0374833
          8  |  -.3928687    .128189    -3.06   0.002    -.6452091   -.1405282
             |
       _cons |   1.086219   .0736038    14.76   0.000     .9413298    1.231109
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

------------------------------------------------------
                        smoke   smoke   smoke   smoke 
------------------------------------------------------
nssec                                                 
  1                      0.236   0.246   0.209   0.189
                       (0.207) (0.208) (0.208) (0.210)
  2                      0.426   0.372   0.353   0.256
                       (0.146) (0.146) (0.147) (0.155)
  4                     -0.222  -0.105  -0.173  -0.018
                       (0.094) (0.098) (0.093) (0.094)
  5                     -0.362  -0.107  -0.178  -0.079
                       (0.121) (0.136) (0.130) (0.127)
  6                     -0.611  -0.215  -0.342  -0.178
                       (0.104) (0.146) (0.137) (0.122)
  7                     -0.616  -0.260  -0.420  -0.200
                       (0.109) (0.140) (0.123) (0.121)
  8                     -0.925  -0.541  -0.666  -0.393
                       (0.103) (0.139) (0.131) (0.128)
factor1_z                        0.211                
                               (0.053)                
chanstat_z                               0.153        
                                       (0.051)        
cambridge_z                                      0.286
                                               (0.045)
Intercept                1.303   1.122   1.192   1.086
                       (0.071) (0.083) (0.078) (0.074)
Number of observations    8392    8392    8392    8392
------------------------------------------------------

. khb logit smoke ib3.nssec || cambridge_z , summary

Decomposition using the KHB-Method

Model-Type:  logit                                 Number of obs     =    8089
Variables of Interest: ib3.nssec                   Pseudo R2         =    0.03
Z-variable(s): cambridge_z
------------------------------------------------------------------------------
       smoke | Coefficient  Std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
1.nssec      |
     Reduced |   .2161785   .1530031     1.41   0.158    -.0837022    .5160591
        Full |    .160661   .1533136     1.05   0.295    -.1398282    .4611502
        Diff |   .0555175   .0233376     2.38   0.017     .0097765    .1012584
-------------+----------------------------------------------------------------
2.nssec      |
     Reduced |   .3759807   .1212967     3.10   0.002     .1382436    .6137178
        Full |   .1698137   .1243342     1.37   0.172    -.0738769    .4135043
        Diff |    .206167   .0355696     5.80   0.000     .1364519    .2758821
-------------+----------------------------------------------------------------
3.nssec      |  (base outcome)
-------------+----------------------------------------------------------------
4.nssec      |
     Reduced |  -.1996385   .0820558    -2.43   0.015    -.3604649   -.0388122
        Full |   .0306467   .0866577     0.35   0.724    -.1391993    .2004927
        Diff |  -.2302852   .0381784    -6.03   0.000    -.3051135   -.1554569
-------------+----------------------------------------------------------------
5.nssec      |
     Reduced |  -.3550955   .0963289    -3.69   0.000    -.5438967   -.1662944
        Full |  -.0416181   .1049147    -0.40   0.692    -.2472471    .1640109
        Diff |  -.3134775   .0477955    -6.56   0.000     -.407155      -.2198
-------------+----------------------------------------------------------------
6.nssec      |
     Reduced |  -.7032688   .0855539    -8.22   0.000    -.8709513   -.5355863
        Full |  -.2198237   .1058592    -2.08   0.038     -.427304   -.0123434
        Diff |  -.4834451   .0689936    -7.01   0.000    -.6186701     -.34822
-------------+----------------------------------------------------------------
7.nssec      |
     Reduced |  -.6221688     .08026    -7.75   0.000    -.7794755   -.4648621
        Full |  -.1590584   .1000421    -1.59   0.112    -.3551373    .0370205
        Diff |  -.4631104   .0663952    -6.98   0.000    -.5932426   -.3329783
-------------+----------------------------------------------------------------
8.nssec      |
     Reduced |  -.8684673   .0832859   -10.43   0.000    -1.031705   -.7052301
        Full |  -.2695302   .1136933    -2.37   0.018    -.4923651   -.0466954
        Diff |  -.5989371   .0839341    -7.14   0.000    -.7634449   -.4344292
------------------------------------------------------------------------------

Summary of confounding

        Variable | Conf_ratio    Conf_Pct   Resc_Fact  
    -------------+-------------------------------------
         1.nssec |  1.3455566       25.68   .95738851  
         2.nssec |  2.2140778       54.83   1.0056222  
        3b.nssec |          .           .           .  
         4.nssec | -6.5142011      115.35   1.0613266  
         5.nssec |  8.5322456       88.28   1.0086127  
         6.nssec |  3.1992397       68.74   1.0159669  
         7.nssec |  3.9115754       74.43   1.0171706  
         8.nssec |  3.2221517       68.96   1.0153453  
    ---------------------------------------------------

. 
. collect style showbase all

. 
. collect label levels etable_depvar 1 "Null Model + NS-SEC" ///
>                                                                              
>    2 "Social Status" /// 
>                                                                              
>    3 "Chan-Goldthorpe" ///
>                                                                              
>    4 "Cambridge Scale" , modify

. 
. collect style cell, font(Book Antiqua)

. 
. etable, replay column(depvar) ///
> cstat(_r_b, nformat(%4.2f))  ///
>                 cstat(_r_se, nformat(%6.2f))  ///
>                 showstars showstarsnote  ///
>                 stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
>                 mstat(N) mstat(aic) mstat(bic) mstat(r2_a)      ///
>                 title("Table 1: Regression Models of Smoking Status") ///
>                 titlestyles(font(Arial Narrow, size(14) bold)) ///
>                 note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959
> ") ///
>                 notestyles(font(Book Antiqua, size(8) italic)) ///
>                 export("smokingstatus.docx", replace)

Table 1: Regression Models of Smoking Status
----------------------------------------------------------------------------------------
                       Null Model + NS-SEC Social Status Chan-Goldthorpe Cambridge Scale
----------------------------------------------------------------------------------------
nssec                                                                                   
  1                           0.24             0.25           0.21            0.19      
                            (0.21)           (0.21)         (0.21)          (0.21)      
  2                           0.43 **          0.37 *         0.35 *          0.26      
                            (0.15)           (0.15)         (0.15)          (0.16)      
  3                           0.00             0.00           0.00            0.00      
                            (0.00)           (0.00)         (0.00)          (0.00)      
  4                          -0.22 *          -0.10          -0.17           -0.02      
                            (0.09)           (0.10)         (0.09)          (0.09)      
  5                          -0.36 **         -0.11          -0.18           -0.08      
                            (0.12)           (0.14)         (0.13)          (0.13)      
  6                          -0.61 ***        -0.21          -0.34 *         -0.18      
                            (0.10)           (0.15)         (0.14)          (0.12)      
  7                          -0.62 ***        -0.26          -0.42 ***       -0.20      
                            (0.11)           (0.14)         (0.12)          (0.12)      
  8                          -0.92 ***        -0.54 ***      -0.67 ***       -0.39 **   
                            (0.10)           (0.14)         (0.13)          (0.13)      
factor1_z                                      0.21 ***                                 
                                             (0.05)                                     
chanstat_z                                                    0.15 **                   
                                                            (0.05)                      
cambridge_z                                                                   0.29 ***  
                                                                            (0.05)      
Intercept                     1.30 ***         1.12 ***       1.19 ***        1.09 ***  
                            (0.07)           (0.08)         (0.08)          (0.07)      
Number of observations        8392             8392           8392            8392      
----------------------------------------------------------------------------------------
*** p<.001, ** p<.01, * p<.05
Data Source: BHPS. Adjusted for Complex Sample. N=6,959
(collection ETable exported to file smokingstatus.docx)

. 

The first model presented in teh table above is a logistic regression model looking at a specific type of consumption practice – smoking. The dependent variable smoking status [bj_smoker] is a binary indicator of if an individual has never smoked or not. The initial null model with just social class presents a clear story, there is a class-based effect of class membership and smoking status. For those blue-collar workers, they have a lower log odds to never have smoked compared to NS-SEC 2. This class effect almost entirely disappears when my social status measure is included in the model. Only NS-SEC 1.2 and NS-SEC 7, the extremes of social class schema remain significant. The substantive effect transfers from a class-based effect to a status-based effect. As social status increases the log likelihood that an individual has never smoked also increases. This ‘switch’ from a class to status-based effect does not occur when using the Chan-Goldthorpe measure. Only NS-SEC 4 is insignificant in the Chan-Goldthorpe model compared to the null model. According to the Chan-Goldthorpe model smoking status is influenced by social status and social class. This theoretically goes against the core arguments of Weberian distinctions between social status and social class. Cultural consumption patterns are determined by status in the Weberian tradition. The Cambridge scale model presents a near identical interpretation to my own social status model.

Voting Status.

%%stata 
collect clear 

gen vote=.
replace vote=0 if bj_vote7==1
replace vote=1 if bj_vote7==2

svy: logit vote ib3.nssec
etable

svy: logit vote factor1_z ib3.nssec
etable, append

svy: logit vote chanstat_z ib3.nssec
etable, append

svy: logit vote cambridge_z ib3.nssec
etable, append

collect style showbase all

collect label levels etable_depvar 1 "Null Model + NS-SEC" ///
                                        2 "Social Status" /// 
                                        3 "Chan-Goldthorpe" ///
                                        4 "Cambridge Scale" , modify

collect style cell, font(Book Antiqua)

etable, replay column(depvar) ///
cstat(_r_b, nformat(%4.2f))  ///
        cstat(_r_se, nformat(%6.2f))  ///
        showstars showstarsnote  ///
        stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
        mstat(N) mstat(aic) mstat(bic) mstat(r2_a)  ///
        title("Table 1: Regression Models of Voting Status") ///
        titlestyles(font(Arial Narrow, size(14) bold)) ///
        note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959") ///
        notestyles(font(Book Antiqua, size(8) italic)) ///
        export("votingstatus.docx", replace)

. collect clear 

. 
. gen vote=.
(149,405 missing values generated)

. replace vote=0 if bj_vote7==1
(5,838 real changes made)

. replace vote=1 if bj_vote7==2
(1,953 real changes made)

. 
. svy: logit vote ib3.nssec
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                            Number of obs   =      8,099
Number of PSUs   = 401                            Population size = 7,532.7212
                                                  Design df       =        279
                                                  F(7, 273)       =      13.88
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
        vote | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
       nssec |
          1  |   .1406074   .1877122     0.75   0.454    -.2289046    .5101194
          2  |  -.1556187   .1484103    -1.05   0.295    -.4477649    .1365275
          4  |   .4314568   .1109058     3.89   0.000     .2131385    .6497752
          5  |   .5391355   .1285065     4.20   0.000     .2861701    .7921009
          6  |   .6381725   .0982155     6.50   0.000     .4448349    .8315101
          7  |   .6007263   .1102323     5.45   0.000     .3837336     .817719
          8  |   .7985722   .1078514     7.40   0.000     .5862663    1.010878
             |
       _cons |  -1.547996   .0730053   -21.20   0.000    -1.691707   -1.404284
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable

------------------------------
                         vote 
------------------------------
nssec                         
  1                      0.141
                       (0.188)
  2                     -0.156
                       (0.148)
  4                      0.431
                       (0.111)
  5                      0.539
                       (0.129)
  6                      0.638
                       (0.098)
  7                      0.601
                       (0.110)
  8                      0.799
                       (0.108)
Intercept               -1.548
                       (0.073)
Number of observations    8099
------------------------------

. 
. svy: logit vote factor1_z ib3.nssec
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                            Number of obs   =      8,099
Number of PSUs   = 401                            Population size = 7,532.7212
                                                  Design df       =        279
                                                  F(8, 272)       =      14.51
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
        vote | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
   factor1_z |  -.2346983   .0529951    -4.43   0.000    -.3390194   -.1303772
             |
       nssec |
          1  |   .1297022   .1885506     0.69   0.492    -.2414603    .5008647
          2  |  -.0943844   .1500767    -0.63   0.530    -.3898108    .2010421
          4  |    .300194   .1156577     2.60   0.010     .0725214    .5278666
          5  |   .2539899    .137864     1.84   0.066    -.0173959    .5253757
          6  |    .195299   .1424905     1.37   0.172     -.085194     .475792
          7  |   .2031803   .1412219     1.44   0.151    -.0748154    .4811759
          8  |   .3699158   .1417839     2.61   0.010     .0908138    .6490177
             |
       _cons |  -1.347581   .0855422   -15.75   0.000    -1.515971   -1.179191
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

--------------------------------------
                         vote    vote 
--------------------------------------
nssec                                 
  1                      0.141   0.130
                       (0.188) (0.189)
  2                     -0.156  -0.094
                       (0.148) (0.150)
  4                      0.431   0.300
                       (0.111) (0.116)
  5                      0.539   0.254
                       (0.129) (0.138)
  6                      0.638   0.195
                       (0.098) (0.142)
  7                      0.601   0.203
                       (0.110) (0.141)
  8                      0.799   0.370
                       (0.108) (0.142)
factor1_z                       -0.235
                               (0.053)
Intercept               -1.548  -1.348
                       (0.073) (0.086)
Number of observations    8099    8099
--------------------------------------

. 
. svy: logit vote chanstat_z ib3.nssec
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                            Number of obs   =      8,099
Number of PSUs   = 401                            Population size = 7,532.7212
                                                  Design df       =        279
                                                  F(8, 272)       =      13.80
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
        vote | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
  chanstat_z |  -.1793164   .0491707    -3.65   0.000    -.2761091   -.0825238
             |
       nssec |
          1  |    .171618   .1888538     0.91   0.364    -.2001413    .5433773
          2  |  -.0693837   .1511742    -0.46   0.647    -.3669705    .2282031
          4  |   .3728682   .1100448     3.39   0.001     .1562446    .5894918
          5  |   .3219015   .1367216     2.35   0.019     .0527646    .5910384
          6  |   .3203399   .1361401     2.35   0.019     .0523478    .5883321
          7  |   .3679299   .1231644     2.99   0.003     .1254805    .6103793
          8  |   .4936106   .1372892     3.60   0.000     .2233564    .7638647
             |
       _cons |  -1.417806   .0809718   -17.51   0.000    -1.577199   -1.258412
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

----------------------------------------------
                         vote    vote    vote 
----------------------------------------------
nssec                                         
  1                      0.141   0.130   0.172
                       (0.188) (0.189) (0.189)
  2                     -0.156  -0.094  -0.069
                       (0.148) (0.150) (0.151)
  4                      0.431   0.300   0.373
                       (0.111) (0.116) (0.110)
  5                      0.539   0.254   0.322
                       (0.129) (0.138) (0.137)
  6                      0.638   0.195   0.320
                       (0.098) (0.142) (0.136)
  7                      0.601   0.203   0.368
                       (0.110) (0.141) (0.123)
  8                      0.799   0.370   0.494
                       (0.108) (0.142) (0.137)
factor1_z                       -0.235        
                               (0.053)        
chanstat_z                              -0.179
                                       (0.049)
Intercept               -1.548  -1.348  -1.418
                       (0.073) (0.086) (0.081)
Number of observations    8099    8099    8099
----------------------------------------------

. 
. svy: logit vote cambridge_z ib3.nssec
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                            Number of obs   =      8,099
Number of PSUs   = 401                            Population size = 7,532.7212
                                                  Design df       =        279
                                                  F(8, 272)       =      13.19
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
        vote | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
 cambridge_z |  -.2022699   .0523956    -3.86   0.000    -.3054108   -.0991289
             |
       nssec |
          1  |   .1707262    .189847     0.90   0.369    -.2029882    .5444405
          2  |  -.0345499   .1515242    -0.23   0.820    -.3328257    .2637259
          4  |   .2840009   .1145726     2.48   0.014     .0584643    .5095375
          5  |   .3371325   .1340809     2.51   0.012     .0731938    .6010711
          6  |   .3287684   .1267586     2.59   0.010     .0792436    .5782931
          7  |   .2999519   .1268704     2.36   0.019     .0502072    .5496966
          8  |    .418607    .141033     2.97   0.003     .1409832    .6962308
             |
       _cons |  -1.391285   .0810436   -17.17   0.000    -1.550819    -1.23175
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

------------------------------------------------------
                         vote    vote    vote    vote 
------------------------------------------------------
nssec                                                 
  1                      0.141   0.130   0.172   0.171
                       (0.188) (0.189) (0.189) (0.190)
  2                     -0.156  -0.094  -0.069  -0.035
                       (0.148) (0.150) (0.151) (0.152)
  4                      0.431   0.300   0.373   0.284
                       (0.111) (0.116) (0.110) (0.115)
  5                      0.539   0.254   0.322   0.337
                       (0.129) (0.138) (0.137) (0.134)
  6                      0.638   0.195   0.320   0.329
                       (0.098) (0.142) (0.136) (0.127)
  7                      0.601   0.203   0.368   0.300
                       (0.110) (0.141) (0.123) (0.127)
  8                      0.799   0.370   0.494   0.419
                       (0.108) (0.142) (0.137) (0.141)
factor1_z                       -0.235                
                               (0.053)                
chanstat_z                              -0.179        
                                       (0.049)        
cambridge_z                                     -0.202
                                               (0.052)
Intercept               -1.548  -1.348  -1.418  -1.391
                       (0.073) (0.086) (0.081) (0.081)
Number of observations    8099    8099    8099    8099
------------------------------------------------------

. 
. collect style showbase all

. 
. collect label levels etable_depvar 1 "Null Model + NS-SEC" ///
>                                                                              
>    2 "Social Status" /// 
>                                                                              
>    3 "Chan-Goldthorpe" ///
>                                                                              
>    4 "Cambridge Scale" , modify

. 
. collect style cell, font(Book Antiqua)

. 
. etable, replay column(depvar) ///
> cstat(_r_b, nformat(%4.2f))  ///
>                 cstat(_r_se, nformat(%6.2f))  ///
>                 showstars showstarsnote  ///
>                 stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
>                 mstat(N) mstat(aic) mstat(bic) mstat(r2_a)      ///
>                 title("Table 1: Regression Models of Voting Status") ///
>                 titlestyles(font(Arial Narrow, size(14) bold)) ///
>                 note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959
> ") ///
>                 notestyles(font(Book Antiqua, size(8) italic)) ///
>                 export("votingstatus.docx", replace)

Table 1: Regression Models of Voting Status
----------------------------------------------------------------------------------------
                       Null Model + NS-SEC Social Status Chan-Goldthorpe Cambridge Scale
----------------------------------------------------------------------------------------
nssec                                                                                   
  1                           0.14             0.13           0.17            0.17      
                            (0.19)           (0.19)         (0.19)          (0.19)      
  2                          -0.16            -0.09          -0.07           -0.03      
                            (0.15)           (0.15)         (0.15)          (0.15)      
  3                           0.00             0.00           0.00            0.00      
                            (0.00)           (0.00)         (0.00)          (0.00)      
  4                           0.43 ***         0.30 **        0.37 ***        0.28 *    
                            (0.11)           (0.12)         (0.11)          (0.11)      
  5                           0.54 ***         0.25           0.32 *          0.34 *    
                            (0.13)           (0.14)         (0.14)          (0.13)      
  6                           0.64 ***         0.20           0.32 *          0.33 **   
                            (0.10)           (0.14)         (0.14)          (0.13)      
  7                           0.60 ***         0.20           0.37 **         0.30 *    
                            (0.11)           (0.14)         (0.12)          (0.13)      
  8                           0.80 ***         0.37 **        0.49 ***        0.42 **   
                            (0.11)           (0.14)         (0.14)          (0.14)      
factor1_z                                     -0.23 ***                                 
                                             (0.05)                                     
chanstat_z                                                   -0.18 ***                  
                                                            (0.05)                      
cambridge_z                                                                  -0.20 ***  
                                                                            (0.05)      
Intercept                    -1.55 ***        -1.35 ***      -1.42 ***       -1.39 ***  
                            (0.07)           (0.09)         (0.08)          (0.08)      
Number of observations        8099             8099           8099            8099      
----------------------------------------------------------------------------------------
*** p<.001, ** p<.01, * p<.05
Data Source: BHPS. Adjusted for Complex Sample. N=6,959
(collection ETable exported to file votingstatus.docx)

. 

The next model is another logistic regression, this time purporting to measure social behaviour. Another binary dependent variable, this time a variable of voting status [bj_vote7] indicating if a person has voted in the last general election or not. A similar pattern emerges. The initial null model with only social class presents a clear social class effect on voting status, with those from blue collar occupations having a higher log likelihood of not voting compared to NS-SEC 2. This class effect all but disappears with the exception of NS-SEC 3 and NS-SEC 7 when my social status measure is introduced. As social status increases, there is a decreased log likelihood for individuals to have not voted in the most recent election. Whilst my own social status measure and the Chan-Goldthorpe measure produce similar point estimates, the social class effect once more remains for the Chan-Goldthorpe model compared to my own social status model. These models suggest that voting apathy or behaviour is a matter of social status over social class. That is captured within my social status measure but not the Chan-Goldthorpe model, even though their point estimates remain similar.

Attitudes

%%stata 

collect clear 

gen wealth=.
replace wealth= bj_ophlc if bj_ophlc>=1 & bj_ophlc<=5

svy: ologit wealth ib3.nssec
etable

svy: ologit wealth factor1_z ib3.nssec
etable, append

svy: ologit wealth chanstat_z ib3.nssec
etable, append

svy: ologit wealth cambridge_z ib3.nssec
etable, append

collect style showbase all

collect label levels etable_depvar 1 "Null Model + NS-SEC" ///
                                        2 "Social Status" /// 
                                        3 "Chan-Goldthorpe" ///
                                        4 "Cambridge Scale" , modify

collect style cell, font(Book Antiqua)

etable, replay column(depvar) ///
cstat(_r_b, nformat(%4.2f))  ///
        cstat(_r_se, nformat(%6.2f))  ///
        showstars showstarsnote  ///
        stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
        mstat(N) mstat(aic) mstat(bic) mstat(r2_a)  ///
        title("Table 1: Regression Models of 'Unfair that wealth buys medical priority'") ///
        titlestyles(font(Arial Narrow, size(14) bold)) ///
        note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959") ///
        notestyles(font(Book Antiqua, size(8) italic)) ///
        export("attitudereg.docx", replace)

. 
. collect clear 

. 
. gen wealth=.
(149,405 missing values generated)

. replace wealth= bj_ophlc if bj_ophlc>=1 & bj_ophlc<=5
(8,080 real changes made)

. 
. svy: ologit wealth ib3.nssec
(running ologit on estimation sample)

Survey: Ordered logistic regression

Number of strata = 122                            Number of obs   =      8,383
Number of PSUs   = 401                            Population size = 7,822.0081
                                                  Design df       =        279
                                                  F(7, 273)       =       8.34
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
      wealth | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
       nssec |
          1  |   .3867206   .1342062     2.88   0.004     .1225353     .650906
          2  |   .2522891   .0998809     2.53   0.012     .0556732    .4489049
          4  |  -.1426834   .0852082    -1.67   0.095     -.310416    .0250491
          5  |   .3285823   .0835428     3.93   0.000     .1641281    .4930365
          6  |  -.1082003   .0842553    -1.28   0.200    -.2740572    .0576566
          7  |  -.0468728   .0852552    -0.55   0.583    -.2146979    .1209522
          8  |  -.0263899   .0820179    -0.32   0.748    -.1878423    .1350625
-------------+----------------------------------------------------------------
       /cut1 |  -1.324385   .0605904                     -1.443657   -1.205112
       /cut2 |   .5500089   .0581784                      .4354845    .6645333
       /cut3 |   1.290839    .059523                      1.173668    1.408011
       /cut4 |   3.802712   .1070164                       3.59205    4.013374
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable

------------------------------
                        wealth
------------------------------
nssec                         
  1                      0.387
                       (0.134)
  2                      0.252
                       (0.100)
  4                     -0.143
                       (0.085)
  5                      0.329
                       (0.084)
  6                     -0.108
                       (0.084)
  7                     -0.047
                       (0.085)
  8                     -0.026
                       (0.082)
cut1                    -1.324
                       (0.061)
cut2                     0.550
                       (0.058)
cut3                     1.291
                       (0.060)
cut4                     3.803
                       (0.107)
Number of observations    8383
------------------------------

. 
. svy: ologit wealth factor1_z ib3.nssec
(running ologit on estimation sample)

Survey: Ordered logistic regression

Number of strata = 122                            Number of obs   =      8,383
Number of PSUs   = 401                            Population size = 7,822.0081
                                                  Design df       =        279
                                                  F(8, 272)       =       7.69
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
      wealth | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
   factor1_z |  -.0797711    .040649    -1.96   0.051    -.1597889    .0002466
             |
       nssec |
          1  |    .382349   .1339079     2.86   0.005     .1187509    .6459471
          2  |   .2723903   .1014678     2.68   0.008     .0726505    .4721301
          4  |   -.187941   .0874912    -2.15   0.033    -.3601676   -.0157143
          5  |   .2316054   .0968494     2.39   0.017     .0409571    .4222538
          6  |  -.2614993   .1182754    -2.21   0.028    -.4943249   -.0286737
          7  |  -.1811008   .1058688    -1.71   0.088    -.3895038    .0273022
          8  |  -.1729843   .1037439    -1.67   0.097    -.3772045     .031236
-------------+----------------------------------------------------------------
       /cut1 |  -1.395218   .0705728                     -1.534141   -1.256295
       /cut2 |   .4800369    .065234                      .3516235    .6084502
       /cut3 |   1.221064   .0662836                      1.090585    1.351544
       /cut4 |   3.733302   .1122235                       3.51239    3.954215
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

--------------------------------------
                        wealth  wealth
--------------------------------------
nssec                                 
  1                      0.387   0.382
                       (0.134) (0.134)
  2                      0.252   0.272
                       (0.100) (0.101)
  4                     -0.143  -0.188
                       (0.085) (0.087)
  5                      0.329   0.232
                       (0.084) (0.097)
  6                     -0.108  -0.261
                       (0.084) (0.118)
  7                     -0.047  -0.181
                       (0.085) (0.106)
  8                     -0.026  -0.173
                       (0.082) (0.104)
factor1_z                       -0.080
                               (0.041)
cut1                    -1.324  -1.395
                       (0.061) (0.071)
cut2                     0.550   0.480
                       (0.058) (0.065)
cut3                     1.291   1.221
                       (0.060) (0.066)
cut4                     3.803   3.733
                       (0.107) (0.112)
Number of observations    8383    8383
--------------------------------------

. 
. svy: ologit wealth chanstat_z ib3.nssec
(running ologit on estimation sample)

Survey: Ordered logistic regression

Number of strata = 122                            Number of obs   =      8,383
Number of PSUs   = 401                            Population size = 7,822.0081
                                                  Design df       =        279
                                                  F(8, 272)       =       7.59
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
      wealth | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
  chanstat_z |   -.068934   .0364158    -1.89   0.059    -.1406186    .0027505
             |
       nssec |
          1  |   .3998355   .1338789     2.99   0.003     .1362944    .6633765
          2  |   .2847008   .1028035     2.77   0.006     .0823318    .4870698
          4  |  -.1648173    .085172    -1.94   0.054    -.3324786     .002844
          5  |   .2454232   .0907191     2.71   0.007     .0668424    .4240039
          6  |  -.2308476   .1075166    -2.15   0.033    -.4424945   -.0192008
          7  |  -.1352148   .0953189    -1.42   0.157    -.3228503    .0524207
          8  |  -.1436315   .0957234    -1.50   0.135    -.3320633    .0448004
-------------+----------------------------------------------------------------
       /cut1 |   -1.37597   .0648979                     -1.503722   -1.248218
       /cut2 |   .4992496   .0603326                      .3804846    .6180146
       /cut3 |   1.240285   .0609085                      1.120386    1.360183
       /cut4 |   3.752413   .1099906                      3.535896     3.96893
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

----------------------------------------------
                        wealth  wealth  wealth
----------------------------------------------
nssec                                         
  1                      0.387   0.382   0.400
                       (0.134) (0.134) (0.134)
  2                      0.252   0.272   0.285
                       (0.100) (0.101) (0.103)
  4                     -0.143  -0.188  -0.165
                       (0.085) (0.087) (0.085)
  5                      0.329   0.232   0.245
                       (0.084) (0.097) (0.091)
  6                     -0.108  -0.261  -0.231
                       (0.084) (0.118) (0.108)
  7                     -0.047  -0.181  -0.135
                       (0.085) (0.106) (0.095)
  8                     -0.026  -0.173  -0.144
                       (0.082) (0.104) (0.096)
factor1_z                       -0.080        
                               (0.041)        
chanstat_z                              -0.069
                                       (0.036)
cut1                    -1.324  -1.395  -1.376
                       (0.061) (0.071) (0.065)
cut2                     0.550   0.480   0.499
                       (0.058) (0.065) (0.060)
cut3                     1.291   1.221   1.240
                       (0.060) (0.066) (0.061)
cut4                     3.803   3.733   3.752
                       (0.107) (0.112) (0.110)
Number of observations    8383    8383    8383
----------------------------------------------

. 
. svy: ologit wealth cambridge_z ib3.nssec
(running ologit on estimation sample)

Survey: Ordered logistic regression

Number of strata = 122                            Number of obs   =      8,383
Number of PSUs   = 401                            Population size = 7,822.0081
                                                  Design df       =        279
                                                  F(8, 272)       =       7.35
                                                  Prob > F        =     0.0000

------------------------------------------------------------------------------
             |             Linearized
      wealth | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
 cambridge_z |  -.0140249   .0371602    -0.38   0.706    -.0871749     .059125
             |
       nssec |
          1  |   .3885962   .1340921     2.90   0.004     .1246354    .6525569
          2  |   .2607409   .1022356     2.55   0.011     .0594899     .461992
          4  |  -.1531686   .0880634    -1.74   0.083    -.3265217    .0201845
          5  |   .3144599   .0912495     3.45   0.001     .1348349    .4940849
          6  |  -.1300662   .1025289    -1.27   0.206    -.3318947    .0717623
          7  |  -.0676657   .0982886    -0.69   0.492     -.261147    .1258157
          8  |  -.0529956   .1091582    -0.49   0.628    -.2678738    .1618826
-------------+----------------------------------------------------------------
       /cut1 |  -1.335654   .0693166                     -1.472104   -1.199204
       /cut2 |   .5387901     .06461                      .4116052     .665975
       /cut3 |   1.279607   .0656138                      1.150446    1.408768
       /cut4 |   3.791454   .1084893                      3.577892    4.005015
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

------------------------------------------------------
                        wealth  wealth  wealth  wealth
------------------------------------------------------
nssec                                                 
  1                      0.387   0.382   0.400   0.389
                       (0.134) (0.134) (0.134) (0.134)
  2                      0.252   0.272   0.285   0.261
                       (0.100) (0.101) (0.103) (0.102)
  4                     -0.143  -0.188  -0.165  -0.153
                       (0.085) (0.087) (0.085) (0.088)
  5                      0.329   0.232   0.245   0.314
                       (0.084) (0.097) (0.091) (0.091)
  6                     -0.108  -0.261  -0.231  -0.130
                       (0.084) (0.118) (0.108) (0.103)
  7                     -0.047  -0.181  -0.135  -0.068
                       (0.085) (0.106) (0.095) (0.098)
  8                     -0.026  -0.173  -0.144  -0.053
                       (0.082) (0.104) (0.096) (0.109)
factor1_z                       -0.080                
                               (0.041)                
chanstat_z                              -0.069        
                                       (0.036)        
cambridge_z                                     -0.014
                                               (0.037)
cut1                    -1.324  -1.395  -1.376  -1.336
                       (0.061) (0.071) (0.065) (0.069)
cut2                     0.550   0.480   0.499   0.539
                       (0.058) (0.065) (0.060) (0.065)
cut3                     1.291   1.221   1.240   1.280
                       (0.060) (0.066) (0.061) (0.066)
cut4                     3.803   3.733   3.752   3.791
                       (0.107) (0.112) (0.110) (0.108)
Number of observations    8383    8383    8383    8383
------------------------------------------------------

. 
. collect style showbase all

. 
. collect label levels etable_depvar 1 "Null Model + NS-SEC" ///
>                                                                              
>    2 "Social Status" /// 
>                                                                              
>    3 "Chan-Goldthorpe" ///
>                                                                              
>    4 "Cambridge Scale" , modify

. 
. collect style cell, font(Book Antiqua)

. 
. etable, replay column(depvar) ///
> cstat(_r_b, nformat(%4.2f))  ///
>                 cstat(_r_se, nformat(%6.2f))  ///
>                 showstars showstarsnote  ///
>                 stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
>                 mstat(N) mstat(aic) mstat(bic) mstat(r2_a)      ///
>                 title("Table 1: Regression Models of 'Unfair that wealth buys
>  medical priority'") ///
>                 titlestyles(font(Arial Narrow, size(14) bold)) ///
>                 note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959
> ") ///
>                 notestyles(font(Book Antiqua, size(8) italic)) ///
>                 export("attitudereg.docx", replace)

Table 1: Regression Models of 'Unfair that wealth buys medical priority'
----------------------------------------------------------------------------------------
                       Null Model + NS-SEC Social Status Chan-Goldthorpe Cambridge Scale
----------------------------------------------------------------------------------------
nssec                                                                                   
  1                           0.39 **          0.38 **        0.40 **         0.39 **   
                            (0.13)           (0.13)         (0.13)          (0.13)      
  2                           0.25 *           0.27 **        0.28 **         0.26 *    
                            (0.10)           (0.10)         (0.10)          (0.10)      
  3                           0.00             0.00           0.00            0.00      
                            (0.00)           (0.00)         (0.00)          (0.00)      
  4                          -0.14            -0.19 *        -0.16           -0.15      
                            (0.09)           (0.09)         (0.09)          (0.09)      
  5                           0.33 ***         0.23 *         0.25 **         0.31 ***  
                            (0.08)           (0.10)         (0.09)          (0.09)      
  6                          -0.11            -0.26 *        -0.23 *         -0.13      
                            (0.08)           (0.12)         (0.11)          (0.10)      
  7                          -0.05            -0.18          -0.14           -0.07      
                            (0.09)           (0.11)         (0.10)          (0.10)      
  8                          -0.03            -0.17          -0.14           -0.05      
                            (0.08)           (0.10)         (0.10)          (0.11)      
factor1_z                                     -0.08                                     
                                             (0.04)                                     
chanstat_z                                                   -0.07                      
                                                            (0.04)                      
cambridge_z                                                                  -0.01      
                                                                            (0.04)      
cut1                         -1.32            -1.40          -1.38           -1.34      
                            (0.06)           (0.07)         (0.06)          (0.07)      
cut2                          0.55             0.48           0.50            0.54      
                            (0.06)           (0.07)         (0.06)          (0.06)      
cut3                          1.29             1.22           1.24            1.28      
                            (0.06)           (0.07)         (0.06)          (0.07)      
cut4                          3.80             3.73           3.75            3.79      
                            (0.11)           (0.11)         (0.11)          (0.11)      
Number of observations        8383             8383           8383            8383      
----------------------------------------------------------------------------------------
*** p<.001, ** p<.01, * p<.05
Data Source: BHPS. Adjusted for Complex Sample. N=6,959
(collection ETable exported to file attitudereg.docx)

. 

The next set of models focuses on forms of social attitudes. These models focus on a particular attitude question asked of BHPS members. A Likert scale is constructed based on the response to the prompt that it is ‘unfair that wealth buys medical priority’ [bj_ophlc]. Ordinal logistic regressions are produced for each social status measure. The null model with NS-SEC suggests a modest class-based effect present. Particularly those at the most privileged end of NS-SEC have a higher log odds of strongly disagreeing to this statement compared to NS-SEC 2. The addition of my social status measure actually produces a stronger social class effect across the NS-SEC schema, making all but one category of NS-SEC (4) significant. Those in blue collar occupations as well as NS-SEC 3 all have a decreased log likelihood of strongly agreeing to this statement compared to NS-SEC 2. In addition to the stronger class effect, there is also a social status impact. As social status increases there is a decreased log likelihood of strongly disagreeing to this statement. What is interesting in this model is that it clearly demonstrates the differences between social class and social status. For those at the very top of the status scale, they are more likely to strongly disagree with such a statement, whereas those at the top of the class schema are most likely to disagree with such a statement. A similar effect is reported using the Chan-Goldthorpe measure, though does not capture NS-SEC 7. The Cambridge scale does not report a significant finding.

Economic Life Chances

%%stata

collect clear 

gen unspell=.
replace unspell=0 if bj_njusp==0
replace unspell=1 if bj_njusp>=1 & bj_njusp<=3

svy: logit unspell ib3.nssec
etable

svy: logit unspell ib3.nssec factor1_z
etable, append

svy: logit unspell ib3.nssec chanstat_z
etable, append

svy: logit unspell ib3.nssec cambridge_z
etable, append

collect style showbase all

collect label levels etable_depvar 1 "Null Model + NS-SEC" ///
                                        2 "Social Status" /// 
                                        3 "Chan-Goldthorpe" ///
                                        4 "Cambridge Scale" , modify

collect style cell, font(Book Antiqua)

etable, replay column(depvar) ///
cstat(_r_b, nformat(%4.2f))  ///
        cstat(_r_se, nformat(%6.2f))  ///
        showstars showstarsnote  ///
        stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
        mstat(N) mstat(aic) mstat(bic) mstat(r2_a)  ///
        title("Table 1: Regression Models of Unemployment Spell") ///
        titlestyles(font(Arial Narrow, size(14) bold)) ///
        note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959") ///
        notestyles(font(Book Antiqua, size(8) italic)) ///
        export("unemploymentspell.docx", replace)

. 
. collect clear 

. 
. gen unspell=.
(149,405 missing values generated)

. replace unspell=0 if bj_njusp==0
(7,777 real changes made)

. replace unspell=1 if bj_njusp>=1 & bj_njusp<=3
(316 real changes made)

. 
. svy: logit unspell ib3.nssec
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                             Number of obs   =     8,396
Number of PSUs   = 401                             Population size = 7,834.143
                                                   Design df       =       279
                                                   F(7, 273)       =     10.45
                                                   Prob > F        =    0.0000

------------------------------------------------------------------------------
             |             Linearized
     unspell | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
       nssec |
          1  |  -1.719502   .7190584    -2.39   0.017    -3.134971   -.3040334
          2  |  -.2015294   .3408809    -0.59   0.555    -.8725545    .4694956
          4  |   .6291286   .2094919     3.00   0.003      .216743    1.041514
          5  |  -.5297203   .2874773    -1.84   0.066     -1.09562    .0361797
          6  |   .2155104   .2702241     0.80   0.426    -.3164266    .7474475
          7  |   .9222213   .2175213     4.24   0.000       .49403    1.350413
          8  |   1.075624   .2051144     5.24   0.000      .671856    1.479393
             |
       _cons |   -3.59224   .1535034   -23.40   0.000    -3.894412   -3.290068
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable

------------------------------
                       unspell
------------------------------
nssec                         
  1                     -1.720
                       (0.719)
  2                     -0.202
                       (0.341)
  4                      0.629
                       (0.209)
  5                     -0.530
                       (0.287)
  6                      0.216
                       (0.270)
  7                      0.922
                       (0.218)
  8                      1.076
                       (0.205)
Intercept               -3.592
                       (0.154)
Number of observations    8396
------------------------------

. 
. svy: logit unspell ib3.nssec factor1_z
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                             Number of obs   =     8,396
Number of PSUs   = 401                             Population size = 7,834.143
                                                   Design df       =       279
                                                   F(8, 272)       =      9.11
                                                   Prob > F        =    0.0000

------------------------------------------------------------------------------
             |             Linearized
     unspell | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
       nssec |
          1  |  -1.725343   .7196506    -2.40   0.017    -3.141977   -.3087086
          2  |  -.1684242   .3458772    -0.49   0.627    -.8492845    .5124361
          4  |   .5575262   .2191129     2.54   0.011     .1262017    .9888506
          5  |  -.6859778   .3118675    -2.20   0.029     -1.29989   -.0720656
          6  |  -.0265972   .3336928    -0.08   0.937    -.6834725    .6302782
          7  |   .7047009   .2853724     2.47   0.014     .1429443    1.266457
          8  |   .8418693   .2753833     3.06   0.002     .2997763    1.383962
             |
   factor1_z |  -.1281553   .1174485    -1.09   0.276     -.359353    .1030424
       _cons |  -3.482411   .1783593   -19.52   0.000    -3.833512   -3.131311
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

--------------------------------------
                       unspell unspell
--------------------------------------
nssec                                 
  1                     -1.720  -1.725
                       (0.719) (0.720)
  2                     -0.202  -0.168
                       (0.341) (0.346)
  4                      0.629   0.558
                       (0.209) (0.219)
  5                     -0.530  -0.686
                       (0.287) (0.312)
  6                      0.216  -0.027
                       (0.270) (0.334)
  7                      0.922   0.705
                       (0.218) (0.285)
  8                      1.076   0.842
                       (0.205) (0.275)
factor1_z                       -0.128
                               (0.117)
Intercept               -3.592  -3.482
                       (0.154) (0.178)
Number of observations    8396    8396
--------------------------------------

. 
. svy: logit unspell ib3.nssec chanstat_z
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                             Number of obs   =     8,396
Number of PSUs   = 401                             Population size = 7,834.143
                                                   Design df       =       279
                                                   F(8, 272)       =      9.12
                                                   Prob > F        =    0.0000

------------------------------------------------------------------------------
             |             Linearized
     unspell | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
       nssec |
          1  |  -1.711781   .7196934    -2.38   0.018      -3.1285   -.2950622
          2  |  -.1815636   .3533706    -0.51   0.608    -.8771748    .5140476
          4  |   .6152285   .2088196     2.95   0.003     .2041664    1.026291
          5  |  -.5805617   .2989023    -1.94   0.053    -1.168952    .0078284
          6  |   .1405014    .316469     0.44   0.657    -.4824687    .7634716
          7  |   .8675123   .2361095     3.67   0.000       .40273    1.332295
          8  |   1.003533   .2576466     3.89   0.000     .4963549    1.510711
             |
  chanstat_z |  -.0424198   .1102031    -0.38   0.701     -.259355    .1745154
       _cons |  -3.561036   .1607418   -22.15   0.000    -3.877457   -3.244615
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

----------------------------------------------
                       unspell unspell unspell
----------------------------------------------
nssec                                         
  1                     -1.720  -1.725  -1.712
                       (0.719) (0.720) (0.720)
  2                     -0.202  -0.168  -0.182
                       (0.341) (0.346) (0.353)
  4                      0.629   0.558   0.615
                       (0.209) (0.219) (0.209)
  5                     -0.530  -0.686  -0.581
                       (0.287) (0.312) (0.299)
  6                      0.216  -0.027   0.141
                       (0.270) (0.334) (0.316)
  7                      0.922   0.705   0.868
                       (0.218) (0.285) (0.236)
  8                      1.076   0.842   1.004
                       (0.205) (0.275) (0.258)
factor1_z                       -0.128        
                               (0.117)        
chanstat_z                              -0.042
                                       (0.110)
Intercept               -3.592  -3.482  -3.561
                       (0.154) (0.178) (0.161)
Number of observations    8396    8396    8396
----------------------------------------------

. 
. svy: logit unspell ib3.nssec cambridge_z
(running logit on estimation sample)

Survey: Logistic regression

Number of strata = 122                             Number of obs   =     8,396
Number of PSUs   = 401                             Population size = 7,834.143
                                                   Design df       =       279
                                                   F(8, 272)       =      9.79
                                                   Prob > F        =    0.0000

------------------------------------------------------------------------------
             |             Linearized
     unspell | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
       nssec |
          1  |  -1.685001   .7224972    -2.33   0.020    -3.107239    -.262763
          2  |   -.078938   .3601134    -0.22   0.827    -.7878224    .6299465
          4  |   .4847938   .2090057     2.32   0.021     .0733654    .8962222
          5  |  -.7337454   .2791374    -2.63   0.009    -1.283228   -.1842625
          6  |   -.094148   .3104537    -0.30   0.762     -.705277    .5169811
          7  |   .6251762   .2571341     2.43   0.016      .119007    1.131346
          8  |   .6972354   .2700064     2.58   0.010     .1657269    1.228744
             |
 cambridge_z |   -.203523   .1164965    -1.75   0.082    -.4328468    .0258007
       _cons |  -3.439635    .157495   -21.84   0.000    -3.749665   -3.129606
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append

------------------------------------------------------
                       unspell unspell unspell unspell
------------------------------------------------------
nssec                                                 
  1                     -1.720  -1.725  -1.712  -1.685
                       (0.719) (0.720) (0.720) (0.722)
  2                     -0.202  -0.168  -0.182  -0.079
                       (0.341) (0.346) (0.353) (0.360)
  4                      0.629   0.558   0.615   0.485
                       (0.209) (0.219) (0.209) (0.209)
  5                     -0.530  -0.686  -0.581  -0.734
                       (0.287) (0.312) (0.299) (0.279)
  6                      0.216  -0.027   0.141  -0.094
                       (0.270) (0.334) (0.316) (0.310)
  7                      0.922   0.705   0.868   0.625
                       (0.218) (0.285) (0.236) (0.257)
  8                      1.076   0.842   1.004   0.697
                       (0.205) (0.275) (0.258) (0.270)
factor1_z                       -0.128                
                               (0.117)                
chanstat_z                              -0.042        
                                       (0.110)        
cambridge_z                                     -0.204
                                               (0.116)
Intercept               -3.592  -3.482  -3.561  -3.440
                       (0.154) (0.178) (0.161) (0.157)
Number of observations    8396    8396    8396    8396
------------------------------------------------------

. 
. collect style showbase all

. 
. collect label levels etable_depvar 1 "Null Model + NS-SEC" ///
>                                                                              
>    2 "Social Status" /// 
>                                                                              
>    3 "Chan-Goldthorpe" ///
>                                                                              
>    4 "Cambridge Scale" , modify

. 
. collect style cell, font(Book Antiqua)

. 
. etable, replay column(depvar) ///
> cstat(_r_b, nformat(%4.2f))  ///
>                 cstat(_r_se, nformat(%6.2f))  ///
>                 showstars showstarsnote  ///
>                 stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
>                 mstat(N) mstat(aic) mstat(bic) mstat(r2_a)      ///
>                 title("Table 1: Regression Models of Unemployment Spell") ///
>                 titlestyles(font(Arial Narrow, size(14) bold)) ///
>                 note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959
> ") ///
>                 notestyles(font(Book Antiqua, size(8) italic)) ///
>                 export("unemploymentspell.docx", replace)

Table 1: Regression Models of Unemployment Spell
----------------------------------------------------------------------------------------
                       Null Model + NS-SEC Social Status Chan-Goldthorpe Cambridge Scale
----------------------------------------------------------------------------------------
nssec                                                                                   
  1                          -1.72 *          -1.73 *        -1.71 *         -1.69 *    
                            (0.72)           (0.72)         (0.72)          (0.72)      
  2                          -0.20            -0.17          -0.18           -0.08      
                            (0.34)           (0.35)         (0.35)          (0.36)      
  3                           0.00             0.00           0.00            0.00      
                            (0.00)           (0.00)         (0.00)          (0.00)      
  4                           0.63 **          0.56 *         0.62 **         0.48 *    
                            (0.21)           (0.22)         (0.21)          (0.21)      
  5                          -0.53            -0.69 *        -0.58           -0.73 **   
                            (0.29)           (0.31)         (0.30)          (0.28)      
  6                           0.22            -0.03           0.14           -0.09      
                            (0.27)           (0.33)         (0.32)          (0.31)      
  7                           0.92 ***         0.70 *         0.87 ***        0.63 *    
                            (0.22)           (0.29)         (0.24)          (0.26)      
  8                           1.08 ***         0.84 **        1.00 ***        0.70 *    
                            (0.21)           (0.28)         (0.26)          (0.27)      
factor1_z                                     -0.13                                     
                                             (0.12)                                     
chanstat_z                                                   -0.04                      
                                                            (0.11)                      
cambridge_z                                                                  -0.20      
                                                                            (0.12)      
Intercept                    -3.59 ***        -3.48 ***      -3.56 ***       -3.44 ***  
                            (0.15)           (0.18)         (0.16)          (0.16)      
Number of observations        8396             8396           8396            8396      
----------------------------------------------------------------------------------------
*** p<.001, ** p<.01, * p<.05
Data Source: BHPS. Adjusted for Complex Sample. N=6,959
(collection ETable exported to file unemploymentspell.docx)

. 

Economic life chances should not have any relationship to social status according to Weber. These next set of models test this assumption against all three scales. These models use a logistic regression model with a dependent variable of unemployment measuring if an individual in the past year has undergone a single spell of unemployment or not. The null model with social class presents a clear social class based effect. The social class effect is not disrupted by the inclusion of either my own social status variable or the Chan-Goldthorpe scale but is by the Cambridge scale. Importantly all three scales do not report significance. My measure can adequately be argued to be an effective measure of social status that does not have an influence on economic life chances.

Homosexual Preference

%%stata

collect clear 

gen homo=.
replace homo= bj_opfamr if bj_opfamr>=1 & bj_opfamr<=5

svy: ologit homo ib3.nssec
etable

svy: ologit homo factor1_z ib3.nssec
etable, append 
margins, at(factor1_z=(-2.0(0.1)2.0))
marginsplot, recast(line) 

svy: ologit homo chanstat_z ib3.nssec
etable, append 
margins, at(chanstat_z=(-1.5(0.1)1.2))
marginsplot, recast(line) 

svy: ologit homo cambridge_z ib3.nssec
etable, append 
margins, at(cambridge_z=(-2.0(0.1)3.0))
marginsplot, recast(line) 

collect style showbase all

collect label levels etable_depvar 1 "Null Model + NS-SEC" ///
                                        2 "Social Status" /// 
                                        3 "Chan-Goldthorpe" ///
                                        4 "Cambridge Scale" , modify

collect style cell, font(Book Antiqua)

etable, replay column(depvar) ///
cstat(_r_b, nformat(%4.2f))  ///
        cstat(_r_se, nformat(%6.2f))  ///
        showstars showstarsnote  ///
        stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
        mstat(N) mstat(aic) mstat(bic) mstat(r2_a)  ///
        title("Table 1: Ordinal Logistic Regression Models of Views Toward Homosexuality") ///
        titlestyles(font(Arial Narrow, size(14) bold)) ///
        note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959") ///
        notestyles(font(Book Antiqua, size(8) italic)) ///
        export("homoreg.docx", replace)

. 
. collect clear 

. 
. gen homo=.
(149,405 missing values generated)

. replace homo= bj_opfamr if bj_opfamr>=1 & bj_opfamr<=5
(7,980 real changes made)

. 
. svy: ologit homo ib3.nssec
(running ologit on estimation sample)

Survey: Ordered logistic regression

Number of strata = 122                             Number of obs   =     8,285
Number of PSUs   = 401                             Population size = 7,767.565
                                                   Design df       =       279
                                                   F(7, 273)       =     28.05
                                                   Prob > F        =    0.0000

------------------------------------------------------------------------------
             |             Linearized
        homo | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
       nssec |
          1  |  -.1455583    .116963    -1.24   0.214    -.3758004    .0846838
          2  |   .0387329   .1157152     0.33   0.738    -.1890527    .2665186
          4  |  -.0427816   .0716324    -0.60   0.551    -.1837902    .0982271
          5  |  -.7565784   .0953379    -7.94   0.000    -.9442514   -.5689054
          6  |  -.7994831   .0883432    -9.05   0.000     -.973387   -.6255791
          7  |  -.4797152   .0756116    -6.34   0.000    -.6285569   -.3308736
          8  |  -.7112967   .0825871    -8.61   0.000    -.8738696   -.5487238
-------------+----------------------------------------------------------------
       /cut1 |  -2.733408   .0673244                     -2.865937    -2.60088
       /cut2 |  -1.838701   .0612715                     -1.959314   -1.718088
       /cut3 |  -.1411335   .0509224                     -.2413744   -.0408926
       /cut4 |   1.387492   .0576863                      1.273936    1.501047
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable

------------------------------
                         homo 
------------------------------
nssec                         
  1                     -0.146
                       (0.117)
  2                      0.039
                       (0.116)
  4                     -0.043
                       (0.072)
  5                     -0.757
                       (0.095)
  6                     -0.799
                       (0.088)
  7                     -0.480
                       (0.076)
  8                     -0.711
                       (0.083)
cut1                    -2.733
                       (0.067)
cut2                    -1.839
                       (0.061)
cut3                    -0.141
                       (0.051)
cut4                     1.387
                       (0.058)
Number of observations    8285
------------------------------

. 
. svy: ologit homo factor1_z ib3.nssec
(running ologit on estimation sample)

Survey: Ordered logistic regression

Number of strata = 122                             Number of obs   =     8,285
Number of PSUs   = 401                             Population size = 7,767.565
                                                   Design df       =       279
                                                   F(8, 272)       =     35.67
                                                   Prob > F        =    0.0000

------------------------------------------------------------------------------
             |             Linearized
        homo | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
   factor1_z |   .4086058   .0437338     9.34   0.000     .3225157    .4946959
             |
       nssec |
          1  |  -.1215318   .1183985    -1.03   0.306    -.3545996    .1115359
          2  |  -.0605116    .116121    -0.52   0.603    -.2890962    .1680731
          4  |    .187347   .0726376     2.58   0.010     .0443597    .3303342
          5  |  -.2638094   .1081036    -2.44   0.015    -.4766117   -.0510072
          6  |  -.0342663   .1208849    -0.28   0.777    -.2722286    .2036959
          7  |    .203712   .1030372     1.98   0.049     .0008831     .406541
          8  |   .0266708   .1076799     0.25   0.805    -.1852975    .2386391
-------------+----------------------------------------------------------------
       /cut1 |  -2.400236   .0713556                       -2.5407   -2.259772
       /cut2 |  -1.501596   .0651091                     -1.629764   -1.373428
       /cut3 |   .2128293   .0585147                      .0976429    .3280157
       /cut4 |   1.760091   .0596499                       1.64267    1.877512
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append 

--------------------------------------
                         homo    homo 
--------------------------------------
nssec                                 
  1                     -0.146  -0.122
                       (0.117) (0.118)
  2                      0.039  -0.061
                       (0.116) (0.116)
  4                     -0.043   0.187
                       (0.072) (0.073)
  5                     -0.757  -0.264
                       (0.095) (0.108)
  6                     -0.799  -0.034
                       (0.088) (0.121)
  7                     -0.480   0.204
                       (0.076) (0.103)
  8                     -0.711   0.027
                       (0.083) (0.108)
factor1_z                        0.409
                               (0.044)
cut1                    -2.733  -2.400
                       (0.067) (0.071)
cut2                    -1.839  -1.502
                       (0.061) (0.065)
cut3                    -0.141   0.213
                       (0.051) (0.059)
cut4                     1.387   1.760
                       (0.058) (0.060)
Number of observations    8285    8285
--------------------------------------

. margins, at(factor1_z=(-2.0(0.1)2.0))

Predictive margins

Number of strata = 122                             Number of obs   =     8,285
Number of PSUs   = 401                             Population size = 7,767.565
                                                   Subpop. no. obs =     7,883
                                                   Subpop. size    =         .
Model VCE: Linearized                              Design df       =       279

1._predict: Pr(homo==1), predict(pr outcome(1))
2._predict: Pr(homo==2), predict(pr outcome(2))
3._predict: Pr(homo==3), predict(pr outcome(3))
4._predict: Pr(homo==4), predict(pr outcome(4))
5._predict: Pr(homo==5), predict(pr outcome(5))

1._at:  factor1_z =   -2
2._at:  factor1_z = -1.9
3._at:  factor1_z = -1.8
4._at:  factor1_z = -1.7
5._at:  factor1_z = -1.6
6._at:  factor1_z = -1.5
7._at:  factor1_z = -1.4
8._at:  factor1_z = -1.3
9._at:  factor1_z = -1.2
10._at: factor1_z = -1.1
11._at: factor1_z =   -1
12._at: factor1_z =  -.9
13._at: factor1_z =  -.8
14._at: factor1_z =  -.7
15._at: factor1_z =  -.6
16._at: factor1_z =  -.5
17._at: factor1_z =  -.4
18._at: factor1_z =  -.3
19._at: factor1_z =  -.2
20._at: factor1_z =  -.1
21._at: factor1_z =    0
22._at: factor1_z =   .1
23._at: factor1_z =   .2
24._at: factor1_z =   .3
25._at: factor1_z =   .4
26._at: factor1_z =   .5
27._at: factor1_z =   .6
28._at: factor1_z =   .7
29._at: factor1_z =   .8
30._at: factor1_z =   .9
31._at: factor1_z =    1
32._at: factor1_z =  1.1
33._at: factor1_z =  1.2
34._at: factor1_z =  1.3
35._at: factor1_z =  1.4
36._at: factor1_z =  1.5
37._at: factor1_z =  1.6
38._at: factor1_z =  1.7
39._at: factor1_z =  1.8
40._at: factor1_z =  1.9
41._at: factor1_z =    2

------------------------------------------------------------------------------
             |            Delta-method
             |     Margin   std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
_predict#_at |
       1  1  |   .1678286    .013572    12.37   0.000     .1411121     .194545
       1  2  |   .1622136    .012714    12.76   0.000     .1371861    .1872411
       1  3  |   .1567507   .0118954    13.18   0.000     .1333345    .1801669
       1  4  |   .1514382   .0111165    13.62   0.000     .1295552    .1733211
       1  5  |   .1462741   .0103775    14.10   0.000      .125846    .1667022
       1  6  |   .1412565   .0096784    14.59   0.000     .1222045    .1603085
       1  7  |   .1363832   .0090195    15.12   0.000     .1186283     .154138
       1  8  |   .1316519   .0084008    15.67   0.000     .1151149    .1481889
       1  9  |   .1270603   .0078225    16.24   0.000     .1116618    .1424589
       1 10  |    .122606   .0072847    16.83   0.000      .108266     .136946
       1 11  |   .1182865   .0067876    17.43   0.000      .104925    .1316479
       1 12  |    .114099   .0063313    18.02   0.000     .1016357    .1265623
       1 13  |   .1100411   .0059159    18.60   0.000     .0983957    .1216865
       1 14  |   .1061099   .0055412    19.15   0.000     .0952021    .1170177
       1 15  |   .1023029    .005207    19.65   0.000     .0920529    .1125529
       1 16  |   .0986172   .0049129    20.07   0.000     .0889462    .1082881
       1 17  |     .09505   .0046579    20.41   0.000     .0858809    .1042191
       1 18  |   .0915985   .0044409    20.63   0.000     .0828566    .1003404
       1 19  |     .08826     .00426    20.72   0.000     .0798742    .0966457
       1 20  |   .0850316   .0041129    20.67   0.000     .0769353    .0931278
       1 21  |   .0819105   .0039969    20.49   0.000     .0740425    .0897785
       1 22  |    .078894   .0039089    20.18   0.000     .0711994    .0865886
       1 23  |   .0759792   .0038453    19.76   0.000     .0684098    .0835486
       1 24  |   .0731634   .0038026    19.24   0.000     .0656781    .0806488
       1 25  |   .0704439   .0037772    18.65   0.000     .0630085    .0778794
       1 26  |    .067818   .0037658    18.01   0.000      .060405    .0752311
       1 27  |    .065283   .0037653    17.34   0.000     .0578709    .0726951
       1 28  |   .0628363   .0037729    16.65   0.000     .0554092    .0702633
       1 29  |   .0604752   .0037862    15.97   0.000     .0530221    .0679284
       1 30  |   .0581973    .003803    15.30   0.000      .050711    .0656835
       1 31  |   .0559999   .0038217    14.65   0.000     .0484769     .063523
       1 32  |   .0538807   .0038408    14.03   0.000     .0463202    .0614413
       1 33  |   .0518373   .0038591    13.43   0.000     .0442406     .059434
       1 34  |   .0498672   .0038758    12.87   0.000     .0422376    .0574967
       1 35  |   .0479681   .0038901    12.33   0.000     .0403103    .0556258
       1 36  |   .0461377   .0039016    11.83   0.000     .0384575     .053818
       1 37  |   .0443739   .0039097    11.35   0.000     .0366776    .0520702
       1 38  |   .0426745   .0039144    10.90   0.000      .034969    .0503799
       1 39  |   .0410373   .0039153    10.48   0.000       .03333    .0487445
       1 40  |   .0394602   .0039124    10.09   0.000     .0317587    .0471617
       1 41  |   .0379414   .0039057     9.71   0.000     .0302531    .0456297
       2  1  |   .1627618     .00903    18.02   0.000     .1449862    .1805373
       2  2  |   .1594341   .0087588    18.20   0.000     .1421924    .1766758
       2  3  |   .1560827   .0084783    18.41   0.000     .1393931    .1727723
       2  4  |   .1527137   .0081911    18.64   0.000     .1365895    .1688378
       2  5  |    .149333   .0078996    18.90   0.000     .1337827    .1648833
       2  6  |   .1459463   .0076063    19.19   0.000     .1309732    .1609193
       2  7  |   .1425591   .0073139    19.49   0.000     .1281617    .1569565
       2  8  |   .1391767   .0070247    19.81   0.000     .1253484    .1530049
       2  9  |    .135804   .0067414    20.14   0.000     .1225334    .1490745
       2 10  |   .1324458   .0064664    20.48   0.000     .1197167    .1451749
       2 11  |   .1291067    .006202    20.82   0.000     .1168981    .1413153
       2 12  |   .1257908   .0059505    21.14   0.000     .1140772    .1375043
       2 13  |   .1225022   .0057141    21.44   0.000      .111254    .1337503
       2 14  |   .1192445   .0054947    21.70   0.000     .1084282    .1300608
       2 15  |   .1160213   .0052941    21.92   0.000     .1055998    .1264428
       2 16  |   .1128357   .0051138    22.06   0.000     .1027691    .1229024
       2 17  |   .1096908   .0049549    22.14   0.000      .099937    .1194446
       2 18  |   .1065891   .0048181    22.12   0.000     .0971047    .1160735
       2 19  |   .1035333   .0047035    22.01   0.000     .0942744    .1127922
       2 20  |   .1005254    .004611    21.80   0.000     .0914486    .1096022
       2 21  |   .0975675   .0045399    21.49   0.000     .0886308    .1065043
       2 22  |   .0946614   .0044888    21.09   0.000     .0858251    .1034977
       2 23  |   .0918086   .0044564    20.60   0.000     .0830362     .100581
       2 24  |   .0890105   .0044406    20.04   0.000     .0802692    .0977518
       2 25  |   .0862682   .0044394    19.43   0.000     .0775291    .0950072
       2 26  |   .0835826   .0044507    18.78   0.000     .0748214    .0923438
       2 27  |   .0809546   .0044722    18.10   0.000     .0721511    .0897582
       2 28  |   .0783848   .0045018    17.41   0.000      .069523    .0872466
       2 29  |   .0758736   .0045375    16.72   0.000     .0669415    .0848056
       2 30  |   .0734213   .0045774    16.04   0.000     .0644106    .0824319
       2 31  |    .071028   .0046199    15.37   0.000     .0619338    .0801222
       2 32  |   .0686939   .0046634    14.73   0.000     .0595139    .0778738
       2 33  |   .0664187   .0047068    14.11   0.000     .0571534     .075684
       2 34  |   .0642023   .0047488    13.52   0.000     .0548543    .0735504
       2 35  |   .0620444   .0047887    12.96   0.000     .0526179    .0714709
       2 36  |   .0599445   .0048256    12.42   0.000     .0504454    .0694436
       2 37  |   .0579022   .0048589    11.92   0.000     .0483375    .0674668
       2 38  |   .0559167   .0048881    11.44   0.000     .0462945    .0655389
       2 39  |   .0539876   .0049129    10.99   0.000     .0443165    .0636586
       2 40  |    .052114    .004933    10.56   0.000     .0424034    .0618245
       2 41  |   .0502951   .0049482    10.16   0.000     .0405546    .0600355
       3  1  |    .400779   .0077577    51.66   0.000      .385508      .41605
       3  2  |   .4016474   .0076041    52.82   0.000     .3866787    .4166162
       3  3  |   .4022399   .0075015    53.62   0.000     .3874731    .4170067
       3  4  |   .4025549   .0074394    54.11   0.000     .3879106    .4171993
       3  5  |   .4025918   .0074068    54.35   0.000     .3880115     .417172
       3  6  |   .4023503   .0073933    54.42   0.000     .3877966    .4169041
       3  7  |   .4018312   .0073894    54.38   0.000     .3872851    .4163773
       3  8  |   .4010356   .0073868    54.29   0.000     .3864947    .4155766
       3  9  |   .3999657   .0073787    54.21   0.000     .3854407    .4144907
       3 10  |    .398624   .0073598    54.16   0.000     .3841362    .4131117
       3 11  |   .3970138   .0073263    54.19   0.000     .3825919    .4114357
       3 12  |   .3951391   .0072761    54.31   0.000     .3808162    .4094621
       3 13  |   .3930046   .0072081    54.52   0.000     .3788153    .4071938
       3 14  |   .3906153   .0071231    54.84   0.000     .3765934    .4046373
       3 15  |   .3879772    .007023    55.24   0.000     .3741524     .401802
       3 16  |   .3850965    .006911    55.72   0.000     .3714922    .3987009
       3 17  |   .3819802   .0067918    56.24   0.000     .3686104      .39535
       3 18  |   .3786355   .0066715    56.75   0.000     .3655027    .3917684
       3 19  |   .3750704   .0065573    57.20   0.000     .3621625    .3879784
       3 20  |   .3712932   .0064575    57.50   0.000     .3585816    .3840048
       3 21  |   .3673125   .0063814    57.56   0.000     .3547506    .3798744
       3 22  |   .3631373   .0063388    57.29   0.000     .3506594    .3756151
       3 23  |    .358777   .0063387    56.60   0.000     .3462992    .3712549
       3 24  |   .3542413   .0063897    55.44   0.000     .3416632    .3668195
       3 25  |   .3495401    .006498    53.79   0.000     .3367487    .3623315
       3 26  |   .3446834   .0066677    51.69   0.000      .331558    .3578088
       3 27  |   .3396815   .0068998    49.23   0.000     .3260993    .3532638
       3 28  |   .3345448   .0071928    46.51   0.000     .3203858    .3487038
       3 29  |   .3292838   .0075429    43.65   0.000     .3144356     .344132
       3 30  |   .3239089   .0079447    40.77   0.000     .3082697    .3395481
       3 31  |   .3184307   .0083919    37.95   0.000     .3019113    .3349502
       3 32  |   .3128598   .0088775    35.24   0.000     .2953844    .3303351
       3 33  |   .3072064   .0093947    32.70   0.000     .2887128    .3256999
       3 34  |   .3014809    .009937    30.34   0.000       .28192    .3210418
       3 35  |   .2956936    .010498    28.17   0.000     .2750283    .3163588
       3 36  |   .2898544    .011072    26.18   0.000     .2680592    .3116496
       3 37  |   .2839731   .0116537    24.37   0.000     .2610328    .3069135
       3 38  |   .2780595   .0122384    22.72   0.000     .2539682    .3021508
       3 39  |   .2721228   .0128217    21.22   0.000     .2468833    .2973624
       3 40  |   .2661722   .0133997    19.86   0.000     .2397948    .2925495
       3 41  |   .2602164   .0139689    18.63   0.000     .2327186    .2877142
       4  1  |   .1958911   .0122771    15.96   0.000     .1717235    .2200587
       4  2  |   .2011643   .0119067    16.89   0.000     .1777258    .2246027
       4  3  |   .2064864   .0115227    17.92   0.000     .1838039    .2291688
       4  4  |   .2118518   .0111271    19.04   0.000     .1899481    .2337555
       4  5  |   .2172545   .0107222    20.26   0.000     .1961477    .2383613
       4  6  |   .2226881   .0103109    21.60   0.000     .2023911    .2429852
       4  7  |   .2281459   .0098961    23.05   0.000     .2086654    .2476264
       4  8  |   .2336207   .0094813    24.64   0.000     .2149568    .2522846
       4  9  |   .2391051   .0090703    26.36   0.000     .2212503    .2569599
       4 10  |   .2445914   .0086673    28.22   0.000     .2275298    .2616531
       4 11  |   .2500715   .0082771    30.21   0.000     .2337779     .266365
       4 12  |   .2555369   .0079047    32.33   0.000     .2399765    .2710973
       4 13  |    .260979   .0075553    34.54   0.000     .2461064    .2758516
       4 14  |   .2663889   .0072344    36.82   0.000      .252148    .2806297
       4 15  |   .2717573   .0069472    39.12   0.000     .2580818    .2854329
       4 16  |    .277075   .0066987    41.36   0.000     .2638886    .2902614
       4 17  |   .2823322   .0064929    43.48   0.000     .2695509    .2951136
       4 18  |   .2875194   .0063327    45.40   0.000     .2750534    .2999854
       4 19  |   .2926265   .0062192    47.05   0.000     .2803839     .304869
       4 20  |   .2976436   .0061517    48.38   0.000     .2855339    .3097532
       4 21  |   .3025607   .0061274    49.38   0.000     .2904988    .3146225
       4 22  |   .3073677   .0061419    50.04   0.000     .2952774     .319458
       4 23  |   .3120545   .0061892    50.42   0.000     .2998712    .3242379
       4 24  |   .3166112   .0062624    50.56   0.000     .3042837    .3289388
       4 25  |   .3210279   .0063543    50.52   0.000     .3085195    .3335363
       4 26  |   .3252947   .0064575    50.37   0.000     .3125831    .3380064
       4 27  |   .3294021   .0065653    50.17   0.000     .3164784    .3423259
       4 28  |   .3333406   .0066712    49.97   0.000     .3202084    .3464728
       4 29  |   .3371011   .0067698    49.79   0.000     .3237747    .3504274
       4 30  |   .3406746   .0068565    49.69   0.000     .3271776    .3541716
       4 31  |   .3440528   .0069277    49.66   0.000     .3304156    .3576899
       4 32  |   .3472273   .0069807    49.74   0.000     .3334857    .3609689
       4 33  |   .3501904   .0070142    49.93   0.000      .336383    .3639978
       4 34  |   .3529349   .0070277    50.22   0.000     .3391008    .3667689
       4 35  |   .3554537   .0070222    50.62   0.000     .3416305     .369277
       4 36  |   .3577407   .0070001    51.10   0.000      .343961    .3715205
       4 37  |   .3597901   .0069653    51.65   0.000     .3460789    .3735012
       4 38  |   .3615964   .0069233    52.23   0.000      .347968    .3752249
       4 39  |   .3631553   .0068814    52.77   0.000     .3496092    .3767013
       4 40  |   .3644625    .006849    53.21   0.000     .3509803    .3779447
       4 41  |   .3655147   .0068369    53.46   0.000     .3520563    .3789732
       5  1  |   .0727395   .0058736    12.38   0.000     .0611773    .0843018
       5  2  |   .0755406   .0058114    13.00   0.000     .0641009    .0869804
       5  3  |   .0784403   .0057398    13.67   0.000     .0671415    .0897392
       5  4  |   .0814414   .0056592    14.39   0.000     .0703012    .0925816
       5  5  |   .0845466     .00557    15.18   0.000     .0735821    .0955112
       5  6  |   .0877588   .0054728    16.04   0.000     .0769855    .0985321
       5  7  |   .0910807   .0053688    16.96   0.000     .0805122    .1016492
       5  8  |   .0945151   .0052593    17.97   0.000     .0841621     .104868
       5  9  |   .0980649   .0051463    19.06   0.000     .0879344    .1081953
       5 10  |   .1017328   .0050322    20.22   0.000     .0918269    .1116386
       5 11  |   .1055216   .0049203    21.45   0.000      .095836    .1152073
       5 12  |   .1094342   .0048148    22.73   0.000     .0999563    .1189121
       5 13  |   .1134732   .0047206    24.04   0.000     .1041806    .1227657
       5 14  |   .1176413   .0046439    25.33   0.000     .1084999    .1267828
       5 15  |   .1219413   .0045916    26.56   0.000     .1129027    .1309798
       5 16  |   .1263756   .0045715    27.64   0.000     .1173765    .1353747
       5 17  |   .1309468   .0045919    28.52   0.000     .1219078    .1399859
       5 18  |   .1356575   .0046605    29.11   0.000     .1264834    .1448316
       5 19  |   .1405098   .0047843    29.37   0.000      .131092    .1499277
       5 20  |   .1455063   .0049688    29.28   0.000     .1357252    .1552873
       5 21  |   .1506488   .0052174    28.87   0.000     .1403784    .1609193
       5 22  |   .1559397   .0055316    28.19   0.000     .1450507    .1668287
       5 23  |   .1613806   .0059112    27.30   0.000     .1497445    .1730168
       5 24  |   .1669735   .0063545    26.28   0.000     .1544647    .1794824
       5 25  |   .1727199   .0068593    25.18   0.000     .1592174    .1862224
       5 26  |   .1786212   .0074227    24.06   0.000     .1640095    .1932329
       5 27  |   .1846788   .0080421    22.96   0.000     .1688478    .2005097
       5 28  |   .1908935   .0087147    21.90   0.000     .1737386    .2080484
       5 29  |   .1972664   .0094379    20.90   0.000     .1786878    .2158449
       5 30  |   .2037979   .0102094    19.96   0.000     .1837006    .2238952
       5 31  |   .2104885   .0110271    19.09   0.000     .1887816    .2321955
       5 32  |   .2173384    .011889    18.28   0.000     .1939348    .2407419
       5 33  |   .2243472   .0127932    17.54   0.000     .1991637    .2495307
       5 34  |   .2315147    .013738    16.85   0.000     .2044715     .258558
       5 35  |   .2388402   .0147216    16.22   0.000     .2098607    .2678197
       5 36  |   .2463227   .0157423    15.65   0.000     .2153338    .2773115
       5 37  |   .2539608   .0167985    15.12   0.000     .2208929    .2870286
       5 38  |   .2617529   .0178882    14.63   0.000     .2265399    .2969659
       5 39  |   .2696971   .0190097    14.19   0.000     .2322763    .3071178
       5 40  |   .2777911   .0201612    13.78   0.000     .2381038    .3174785
       5 41  |   .2860324   .0213405    13.40   0.000     .2440235    .3280413
------------------------------------------------------------------------------

. marginsplot, recast(line) 

Variables that uniquely identify margins: factor1_z

. 
. svy: ologit homo chanstat_z ib3.nssec
(running ologit on estimation sample)

Survey: Ordered logistic regression

Number of strata = 122                             Number of obs   =     8,285
Number of PSUs   = 401                             Population size = 7,767.565
                                                   Design df       =       279
                                                   F(8, 272)       =     35.75
                                                   Prob > F        =    0.0000

------------------------------------------------------------------------------
             |             Linearized
        homo | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
  chanstat_z |   .4036507   .0424551     9.51   0.000     .3200777    .4872237
             |
       nssec |
          1  |  -.2215111   .1191331    -1.86   0.064    -.4560249    .0130028
          2  |  -.1538673   .1183339    -1.30   0.195    -.3868079    .0790734
          4  |   .0861996   .0709627     1.21   0.226    -.0534908    .2258899
          5  |  -.2685403   .1047265    -2.56   0.011    -.4746947   -.0623858
          6  |     -.0985    .115115    -0.86   0.393    -.3251043    .1281042
          7  |   .0290774    .089408     0.33   0.745    -.1469225    .2050774
          8  |  -.0419261   .1033225    -0.41   0.685    -.2453169    .1614646
-------------+----------------------------------------------------------------
       /cut1 |  -2.466273   .0697289                     -2.603534   -2.329011
       /cut2 |   -1.56643   .0636678                     -1.691761     -1.4411
       /cut3 |    .151803    .056101                       .041368    .2622379
       /cut4 |   1.699951   .0586044                      1.584588    1.815314
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append 

----------------------------------------------
                         homo    homo    homo 
----------------------------------------------
nssec                                         
  1                     -0.146  -0.122  -0.222
                       (0.117) (0.118) (0.119)
  2                      0.039  -0.061  -0.154
                       (0.116) (0.116) (0.118)
  4                     -0.043   0.187   0.086
                       (0.072) (0.073) (0.071)
  5                     -0.757  -0.264  -0.269
                       (0.095) (0.108) (0.105)
  6                     -0.799  -0.034  -0.099
                       (0.088) (0.121) (0.115)
  7                     -0.480   0.204   0.029
                       (0.076) (0.103) (0.089)
  8                     -0.711   0.027  -0.042
                       (0.083) (0.108) (0.103)
factor1_z                        0.409        
                               (0.044)        
chanstat_z                               0.404
                                       (0.042)
cut1                    -2.733  -2.400  -2.466
                       (0.067) (0.071) (0.070)
cut2                    -1.839  -1.502  -1.566
                       (0.061) (0.065) (0.064)
cut3                    -0.141   0.213   0.152
                       (0.051) (0.059) (0.056)
cut4                     1.387   1.760   1.700
                       (0.058) (0.060) (0.059)
Number of observations    8285    8285    8285
----------------------------------------------

. margins, at(chanstat_z=(-1.5(0.1)1.2))

Predictive margins

Number of strata = 122                             Number of obs   =     8,285
Number of PSUs   = 401                             Population size = 7,767.565
                                                   Subpop. no. obs =     7,883
                                                   Subpop. size    =         .
Model VCE: Linearized                              Design df       =       279

1._predict: Pr(homo==1), predict(pr outcome(1))
2._predict: Pr(homo==2), predict(pr outcome(2))
3._predict: Pr(homo==3), predict(pr outcome(3))
4._predict: Pr(homo==4), predict(pr outcome(4))
5._predict: Pr(homo==5), predict(pr outcome(5))

1._at:  chanstat_z = -1.5
2._at:  chanstat_z = -1.4
3._at:  chanstat_z = -1.3
4._at:  chanstat_z = -1.2
5._at:  chanstat_z = -1.1
6._at:  chanstat_z =   -1
7._at:  chanstat_z =  -.9
8._at:  chanstat_z =  -.8
9._at:  chanstat_z =  -.7
10._at: chanstat_z =  -.6
11._at: chanstat_z =  -.5
12._at: chanstat_z =  -.4
13._at: chanstat_z =  -.3
14._at: chanstat_z =  -.2
15._at: chanstat_z =  -.1
16._at: chanstat_z =    0
17._at: chanstat_z =   .1
18._at: chanstat_z =   .2
19._at: chanstat_z =   .3
20._at: chanstat_z =   .4
21._at: chanstat_z =   .5
22._at: chanstat_z =   .6
23._at: chanstat_z =   .7
24._at: chanstat_z =   .8
25._at: chanstat_z =   .9
26._at: chanstat_z =    1
27._at: chanstat_z =  1.1
28._at: chanstat_z =  1.2

------------------------------------------------------------------------------
             |            Delta-method
             |     Margin   std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
_predict#_at |
       1  1  |   .1402727   .0096812    14.49   0.000     .1212152    .1593301
       1  2  |   .1354818   .0090374    14.99   0.000     .1176917    .1532719
       1  3  |   .1308294    .008432    15.52   0.000      .114231    .1474279
       1  4  |   .1263133   .0078652    16.06   0.000     .1108307     .141796
       1  5  |   .1219311    .007337    16.62   0.000     .1074882     .136374
       1  6  |   .1176803   .0068474    17.19   0.000     .1042011    .1311594
       1  7  |   .1135583   .0063966    17.75   0.000     .1009667    .1261499
       1  8  |   .1095626   .0059843    18.31   0.000     .0977825    .1213428
       1  9  |   .1056907   .0056106    18.84   0.000     .0946462    .1167352
       1 10  |   .1019397   .0052751    19.32   0.000     .0915556    .1123239
       1 11  |   .0983072   .0049775    19.75   0.000      .088509    .1081053
       1 12  |   .0947903   .0047168    20.10   0.000     .0855053    .1040753
       1 13  |   .0913863    .004492    20.34   0.000     .0825438    .1002289
       1 14  |   .0880926   .0043017    20.48   0.000     .0796248    .0965605
       1 15  |   .0849064   .0041437    20.49   0.000     .0767495    .0930634
       1 16  |   .0818251   .0040158    20.38   0.000     .0739199    .0897302
       1 17  |   .0788458   .0039152    20.14   0.000     .0711387    .0865529
       1 18  |   .0759659   .0038389    19.79   0.000     .0684091    .0835228
       1 19  |   .0731828   .0037836    19.34   0.000     .0657347    .0806309
       1 20  |   .0704938   .0037462    18.82   0.000     .0631193    .0778683
       1 21  |   .0678963   .0037236    18.23   0.000     .0605665    .0752262
       1 22  |   .0653877   .0037127    17.61   0.000     .0580793    .0726962
       1 23  |   .0629655   .0037109    16.97   0.000     .0556605    .0702705
       1 24  |   .0606272   .0037159    16.32   0.000     .0533124    .0679419
       1 25  |   .0583702   .0037255    15.67   0.000     .0510366    .0657038
       1 26  |   .0561921   .0037379    15.03   0.000      .048834    .0635502
       1 27  |   .0540906   .0037518    14.42   0.000     .0467053     .061476
       1 28  |   .0520634   .0037658    13.83   0.000     .0446504    .0594763
       2  1  |   .1457264   .0077543    18.79   0.000     .1304621    .1609907
       2  2  |   .1423652   .0074605    19.08   0.000     .1276793    .1570512
       2  3  |   .1390098   .0071695    19.39   0.000     .1248966     .153123
       2  4  |   .1356649   .0068837    19.71   0.000     .1221144    .1492154
       2  5  |    .132335   .0066053    20.03   0.000     .1193326    .1453375
       2  6  |   .1290246   .0063365    20.36   0.000     .1165512    .1414981
       2  7  |   .1257378   .0060796    20.68   0.000     .1137701    .1377054
       2  8  |   .1224782   .0058364    20.99   0.000     .1109892    .1339673
       2  9  |   .1192497    .005609    21.26   0.000     .1082084    .1302909
       2 10  |   .1160553   .0053989    21.50   0.000     .1054277     .126683
       2 11  |   .1128984   .0052076    21.68   0.000     .1026472    .1231495
       2 12  |   .1097816   .0050363    21.80   0.000     .0998677    .1196955
       2 13  |   .1067076   .0048857    21.84   0.000     .0970901    .1163251
       2 14  |   .1036788   .0047563    21.80   0.000      .094316    .1130417
       2 15  |   .1006973   .0046481    21.66   0.000     .0915475    .1098472
       2 16  |   .0977651   .0045606    21.44   0.000     .0887874    .1067427
       2 17  |   .0948837    .004493    21.12   0.000     .0860392    .1037282
       2 18  |   .0920548    .004444    20.71   0.000     .0833067    .1008029
       2 19  |   .0892796   .0044121    20.24   0.000     .0805944    .0979648
       2 20  |   .0865592   .0043954    19.69   0.000     .0779069    .0952115
       2 21  |   .0838946    .004392    19.10   0.000      .075249    .0925402
       2 22  |   .0812865   .0043998    18.48   0.000     .0726254    .0899475
       2 23  |   .0787355   .0044169    17.83   0.000     .0700408    .0874301
       2 24  |    .076242   .0044412    17.17   0.000     .0674994    .0849846
       2 25  |   .0738063   .0044711    16.51   0.000      .065005    .0826077
       2 26  |   .0714287   .0045047    15.86   0.000     .0625612    .0802961
       2 27  |    .069109   .0045405    15.22   0.000      .060171    .0780471
       2 28  |   .0668473   .0045773    14.60   0.000     .0578367    .0758578
       3  1  |   .4037232   .0074313    54.33   0.000     .3890947    .4183517
       3  2  |   .4031918   .0074383    54.21   0.000     .3885496    .4178341
       3  3  |    .402389   .0074457    54.04   0.000     .3877322    .4170458
       3  4  |   .4013167   .0074467    53.89   0.000     .3866577    .4159756
       3  5  |   .3999775   .0074362    53.79   0.000     .3853394    .4146155
       3  6  |   .3983746   .0074101    53.76   0.000     .3837878    .4129614
       3  7  |    .396512   .0073661    53.83   0.000     .3820118    .4110122
       3  8  |   .3943941   .0073031    54.00   0.000      .380018    .4087702
       3  9  |   .3920259   .0072212    54.29   0.000     .3778109     .406241
       3 10  |   .3894132    .007122    54.68   0.000     .3753934    .4034329
       3 11  |   .3865619   .0070082    55.16   0.000     .3727663    .4003576
       3 12  |   .3834789   .0068837    55.71   0.000     .3699283    .3970294
       3 13  |   .3801712   .0067537    56.29   0.000     .3668765    .3934659
       3 14  |   .3766464   .0066248    56.85   0.000     .3636055    .3896873
       3 15  |   .3729127   .0065045    57.33   0.000     .3601086    .3857167
       3 16  |   .3689783   .0064014    57.64   0.000     .3563772    .3815794
       3 17  |   .3648521   .0063248    57.69   0.000     .3524017    .3773024
       3 18  |   .3605431   .0062841    57.37   0.000     .3481728    .3729134
       3 19  |   .3560607   .0062883    56.62   0.000     .3436821    .3684393
       3 20  |   .3514145    .006345    55.38   0.000     .3389243    .3639046
       3 21  |   .3466142   .0064597    53.66   0.000     .3338982    .3593301
       3 22  |   .3416698   .0066355    51.49   0.000     .3286079    .3547317
       3 23  |   .3365914   .0068725    48.98   0.000     .3230629      .35012
       3 24  |   .3313892   .0071686    46.23   0.000     .3172778    .3455006
       3 25  |   .3260734   .0075194    43.36   0.000     .3112715    .3408753
       3 26  |   .3206542   .0079191    40.49   0.000     .3050654    .3362429
       3 27  |   .3151418   .0083613    37.69   0.000     .2986826     .331601
       3 28  |   .3095464   .0088391    35.02   0.000     .2921465    .3269462
       4  1  |   .2227824   .0104844    21.25   0.000     .2021438     .243421
       4  2  |   .2281918    .010074    22.65   0.000     .2083612    .2480224
       4  3  |   .2336186   .0096621    24.18   0.000     .2145989    .2526384
       4  4  |   .2390557   .0092522    25.84   0.000     .2208426    .2572687
       4  5  |   .2444954   .0088484    27.63   0.000     .2270772    .2619136
       4  6  |     .24993    .008455    29.56   0.000     .2332864    .2665737
       4  7  |   .2553515   .0080766    31.62   0.000     .2394527    .2712502
       4  8  |   .2607513   .0077182    33.78   0.000      .245558    .2759445
       4  9  |   .2661208    .007385    36.04   0.000     .2515834    .2806582
       4 10  |   .2714512   .0070822    38.33   0.000     .2575098    .2853926
       4 11  |   .2767334   .0068148    40.61   0.000     .2633183    .2901484
       4 12  |    .281958   .0065872    42.80   0.000     .2689911    .2949249
       4 13  |   .2871156   .0064027    44.84   0.000     .2745119    .2997194
       4 14  |   .2921968   .0062634    46.65   0.000     .2798672    .3045263
       4 15  |   .2971916   .0061697    48.17   0.000     .2850466    .3093366
       4 16  |   .3020905   .0061199    49.36   0.000     .2900436    .3141375
       4 17  |   .3068837   .0061107    50.22   0.000     .2948548    .3189126
       4 18  |   .3115613   .0061372    50.77   0.000     .2994803    .3236423
       4 19  |   .3161137   .0061932    51.04   0.000     .3039224     .328305
       4 20  |   .3205311   .0062719    51.11   0.000     .3081848    .3328774
       4 21  |    .324804   .0063664    51.02   0.000     .3122718    .3373362
       4 22  |    .328923   .0064696    50.84   0.000     .3161876    .3416585
       4 23  |    .332879   .0065752    50.63   0.000     .3199357    .3458223
       4 24  |   .3366628   .0066774    50.42   0.000     .3235183    .3498074
       4 25  |   .3402658   .0067713    50.25   0.000     .3269365    .3535952
       4 26  |   .3436797   .0068529    50.15   0.000     .3301898    .3571695
       4 27  |   .3468962   .0069189    50.14   0.000     .3332764    .3605161
       4 28  |   .3499078   .0069674    50.22   0.000     .3361925    .3636231
       5  1  |   .0874953   .0056861    15.39   0.000     .0763022    .0986884
       5  2  |   .0907693   .0055936    16.23   0.000     .0797583    .1017804
       5  3  |   .0941532   .0054952    17.13   0.000     .0833358    .1049705
       5  4  |   .0976495   .0053923    18.11   0.000     .0870347    .1082643
       5  5  |    .101261    .005287    19.15   0.000     .0908536    .1116684
       5  6  |   .1049904   .0051817    20.26   0.000     .0947902    .1151907
       5  7  |   .1088405   .0050798    21.43   0.000     .0988409    .1188401
       5  8  |   .1128138   .0049852    22.63   0.000     .1030004    .1226271
       5  9  |   .1169129   .0049028    23.85   0.000     .1072617    .1265641
       5 10  |   .1211405   .0048384    25.04   0.000     .1116162    .1306649
       5 11  |   .1254992   .0047984    26.15   0.000     .1160535    .1349448
       5 12  |   .1299913     .00479    27.14   0.000      .120562    .1394205
       5 13  |   .1346192   .0048207    27.93   0.000     .1251297    .1441088
       5 14  |   .1393854   .0048974    28.46   0.000     .1297447     .149026
       5 15  |   .1442919   .0050266    28.71   0.000      .134397    .1541868
       5 16  |    .149341   .0052131    28.65   0.000      .139079    .1596031
       5 17  |   .1545347   .0054603    28.30   0.000     .1437861    .1652833
       5 18  |   .1598749   .0057697    27.71   0.000     .1485172    .1712325
       5 19  |   .1653632   .0061414    26.93   0.000     .1532739    .1774525
       5 20  |   .1710014   .0065742    26.01   0.000     .1580601    .1839428
       5 21  |   .1767909   .0070663    25.02   0.000     .1628808     .190701
       5 22  |   .1827329   .0076154    24.00   0.000     .1677421    .1977238
       5 23  |   .1888286   .0082188    22.98   0.000     .1726499    .2050073
       5 24  |   .1950788   .0088741    21.98   0.000       .17761    .2125476
       5 25  |   .2014842    .009579    21.03   0.000      .182628    .2203404
       5 26  |   .2080453    .010331    20.14   0.000     .1877087     .228382
       5 27  |   .2147623   .0111282    19.30   0.000     .1928564    .2366683
       5 28  |   .2216352   .0119686    18.52   0.000      .198075    .2451954
------------------------------------------------------------------------------

. marginsplot, recast(line) 

Variables that uniquely identify margins: chanstat_z

. 
. svy: ologit homo cambridge_z ib3.nssec
(running ologit on estimation sample)

Survey: Ordered logistic regression

Number of strata = 122                             Number of obs   =     8,285
Number of PSUs   = 401                             Population size = 7,767.565
                                                   Design df       =       279
                                                   F(8, 272)       =     27.57
                                                   Prob > F        =    0.0000

------------------------------------------------------------------------------
             |             Linearized
        homo | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
 cambridge_z |   .3506344   .0475373     7.38   0.000     .2570569    .4442118
             |
       nssec |
          1  |  -.1936392   .1151142    -1.68   0.094    -.4202419    .0329636
          2  |  -.1751686    .121236    -1.44   0.150    -.4138221    .0634849
          4  |   .2119627   .0716511     2.96   0.003     .0709173    .3530081
          5  |  -.4093949   .0996347    -4.11   0.000    -.6055261   -.2132636
          6  |  -.2712767   .1056706    -2.57   0.011    -.4792895   -.0632639
          7  |    .030158   .0976471     0.31   0.758    -.1620605    .2223766
          8  |  -.0588943   .0995283    -0.59   0.555     -.254816    .1370274
-------------+----------------------------------------------------------------
       /cut1 |  -2.478079   .0681092                     -2.612152   -2.344005
       /cut2 |  -1.580196   .0597014                     -1.697719   -1.462674
       /cut3 |   .1320777   .0525085                      .0287145    .2354408
       /cut4 |   1.676966   .0566852                      1.565381    1.788551
------------------------------------------------------------------------------
Note: Variance scaled to handle strata with a single sampling unit.

. etable, append 

------------------------------------------------------
                         homo    homo    homo    homo 
------------------------------------------------------
nssec                                                 
  1                     -0.146  -0.122  -0.222  -0.194
                       (0.117) (0.118) (0.119) (0.115)
  2                      0.039  -0.061  -0.154  -0.175
                       (0.116) (0.116) (0.118) (0.121)
  4                     -0.043   0.187   0.086   0.212
                       (0.072) (0.073) (0.071) (0.072)
  5                     -0.757  -0.264  -0.269  -0.409
                       (0.095) (0.108) (0.105) (0.100)
  6                     -0.799  -0.034  -0.099  -0.271
                       (0.088) (0.121) (0.115) (0.106)
  7                     -0.480   0.204   0.029   0.030
                       (0.076) (0.103) (0.089) (0.098)
  8                     -0.711   0.027  -0.042  -0.059
                       (0.083) (0.108) (0.103) (0.100)
factor1_z                        0.409                
                               (0.044)                
chanstat_z                               0.404        
                                       (0.042)        
cambridge_z                                      0.351
                                               (0.048)
cut1                    -2.733  -2.400  -2.466  -2.478
                       (0.067) (0.071) (0.070) (0.068)
cut2                    -1.839  -1.502  -1.566  -1.580
                       (0.061) (0.065) (0.064) (0.060)
cut3                    -0.141   0.213   0.152   0.132
                       (0.051) (0.059) (0.056) (0.053)
cut4                     1.387   1.760   1.700   1.677
                       (0.058) (0.060) (0.059) (0.057)
Number of observations    8285    8285    8285    8285
------------------------------------------------------

. margins, at(cambridge_z=(-2.0(0.1)3.0))

Predictive margins

Number of strata = 122                             Number of obs   =     8,285
Number of PSUs   = 401                             Population size = 7,767.565
                                                   Subpop. no. obs =     7,883
                                                   Subpop. size    =         .
Model VCE: Linearized                              Design df       =       279

1._predict: Pr(homo==1), predict(pr outcome(1))
2._predict: Pr(homo==2), predict(pr outcome(2))
3._predict: Pr(homo==3), predict(pr outcome(3))
4._predict: Pr(homo==4), predict(pr outcome(4))
5._predict: Pr(homo==5), predict(pr outcome(5))

1._at:  cambridge_z =   -2
2._at:  cambridge_z = -1.9
3._at:  cambridge_z = -1.8
4._at:  cambridge_z = -1.7
5._at:  cambridge_z = -1.6
6._at:  cambridge_z = -1.5
7._at:  cambridge_z = -1.4
8._at:  cambridge_z = -1.3
9._at:  cambridge_z = -1.2
10._at: cambridge_z = -1.1
11._at: cambridge_z =   -1
12._at: cambridge_z =  -.9
13._at: cambridge_z =  -.8
14._at: cambridge_z =  -.7
15._at: cambridge_z =  -.6
16._at: cambridge_z =  -.5
17._at: cambridge_z =  -.4
18._at: cambridge_z =  -.3
19._at: cambridge_z =  -.2
20._at: cambridge_z =  -.1
21._at: cambridge_z =    0
22._at: cambridge_z =   .1
23._at: cambridge_z =   .2
24._at: cambridge_z =   .3
25._at: cambridge_z =   .4
26._at: cambridge_z =   .5
27._at: cambridge_z =   .6
28._at: cambridge_z =   .7
29._at: cambridge_z =   .8
30._at: cambridge_z =   .9
31._at: cambridge_z =    1
32._at: cambridge_z =  1.1
33._at: cambridge_z =  1.2
34._at: cambridge_z =  1.3
35._at: cambridge_z =  1.4
36._at: cambridge_z =  1.5
37._at: cambridge_z =  1.6
38._at: cambridge_z =  1.7
39._at: cambridge_z =  1.8
40._at: cambridge_z =  1.9
41._at: cambridge_z =    2
42._at: cambridge_z =  2.1
43._at: cambridge_z =  2.2
44._at: cambridge_z =  2.3
45._at: cambridge_z =  2.4
46._at: cambridge_z =  2.5
47._at: cambridge_z =  2.6
48._at: cambridge_z =  2.7
49._at: cambridge_z =  2.8
50._at: cambridge_z =  2.9
51._at: cambridge_z =    3

------------------------------------------------------------------------------
             |            Delta-method
             |     Margin   std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
_predict#_at |
       1  1  |   .1534164   .0135078    11.36   0.000     .1268262    .1800067
       1  2  |   .1489363   .0126699    11.76   0.000     .1239957     .173877
       1  3  |   .1445643   .0118683    12.18   0.000     .1212015    .1679271
       1  4  |    .140299   .0111033    12.64   0.000      .118442     .162156
       1  5  |   .1361391   .0103751    13.12   0.000     .1157157    .1565626
       1  6  |   .1320833   .0096839    13.64   0.000     .1130206     .151146
       1  7  |     .12813   .0090298    14.19   0.000     .1103547    .1459052
       1  8  |   .1242777   .0084133    14.77   0.000      .107716    .1408394
       1  9  |   .1205249   .0078348    15.38   0.000      .105102    .1359477
       1 10  |   .1168699   .0072947    16.02   0.000     .1025103    .1312295
       1 11  |   .1133112   .0067936    16.68   0.000      .099938    .1266844
       1 12  |   .1098471   .0063321    17.35   0.000     .0973824    .1223117
       1 13  |   .1064758   .0059108    18.01   0.000     .0948404    .1181113
       1 14  |   .1031958   .0055305    18.66   0.000      .092309    .1140826
       1 15  |   .1000052   .0051917    19.26   0.000     .0897854     .110225
       1 16  |   .0969024   .0048947    19.80   0.000     .0872673    .1065375
       1 17  |   .0938856   .0046395    20.24   0.000     .0847528    .1030183
       1 18  |   .0909529   .0044256    20.55   0.000     .0822412    .0996647
       1 19  |   .0881028   .0042519    20.72   0.000     .0797329    .0964727
       1 20  |   .0853334   .0041166    20.73   0.000     .0772299    .0934369
       1 21  |    .082643    .004017    20.57   0.000     .0747355    .0905505
       1 22  |   .0800297     .00395    20.26   0.000     .0722542    .0878053
       1 23  |    .077492   .0039117    19.81   0.000     .0697918    .0851921
       1 24  |    .075028   .0038981    19.25   0.000     .0673545    .0827014
       1 25  |    .072636   .0039051    18.60   0.000     .0649487    .0803233
       1 26  |   .0703143   .0039288    17.90   0.000     .0625805    .0780481
       1 27  |   .0680612   .0039653    17.16   0.000     .0602556    .0758669
       1 28  |   .0658751   .0040113    16.42   0.000     .0579788    .0737715
       1 29  |   .0637543   .0040641    15.69   0.000     .0557542    .0717544
       1 30  |   .0616971   .0041209    14.97   0.000     .0535851    .0698091
       1 31  |   .0597019   .0041798    14.28   0.000     .0514739      .06793
       1 32  |   .0577672   .0042391    13.63   0.000     .0494224     .066112
       1 33  |   .0558914   .0042974    13.01   0.000     .0474319    .0643508
       1 34  |   .0540728   .0043536    12.42   0.000     .0455028    .0626429
       1 35  |   .0523101   .0044068    11.87   0.000     .0436354    .0609848
       1 36  |   .0506017   .0044563    11.36   0.000     .0418294    .0593739
       1 37  |   .0489461   .0045017    10.87   0.000     .0400844    .0578077
       1 38  |   .0473419   .0045426    10.42   0.000     .0383997     .056284
       1 39  |   .0457876   .0045788    10.00   0.000     .0367742     .054801
       1 40  |    .044282   .0046101     9.61   0.000     .0352069     .053357
       1 41  |   .0428235   .0046365     9.24   0.000     .0336966    .0519505
       1 42  |    .041411   .0046579     8.89   0.000     .0322419    .0505801
       1 43  |   .0400431   .0046744     8.57   0.000     .0308415    .0492446
       1 44  |   .0387184    .004686     8.26   0.000      .029494    .0479429
       1 45  |   .0374358   .0046929     7.98   0.000     .0281978    .0466739
       1 46  |   .0361941   .0046952     7.71   0.000     .0269516    .0454366
       1 47  |    .034992    .004693     7.46   0.000     .0257538    .0442302
       1 48  |   .0338284   .0046865     7.22   0.000     .0246029    .0430539
       1 49  |   .0327021    .004676     6.99   0.000     .0234975    .0419068
       1 50  |   .0316121   .0046614     6.78   0.000      .022436    .0407882
       1 51  |   .0305572   .0046432     6.58   0.000     .0214171    .0396973
       2  1  |   .1533695   .0087794    17.47   0.000     .1360872    .1706518
       2  2  |   .1504936   .0084703    17.77   0.000     .1338197    .1671675
       2  3  |   .1476111   .0081584    18.09   0.000     .1315513    .1636708
       2  4  |   .1447254   .0078456    18.45   0.000     .1292812    .1601696
       2  5  |   .1418399   .0075345    18.83   0.000     .1270083    .1566716
       2  6  |   .1389579   .0072271    19.23   0.000     .1247314    .1531845
       2  7  |   .1360826   .0069259    19.65   0.000      .122449    .1497162
       2  8  |   .1332168   .0066331    20.08   0.000     .1201595    .1462741
       2  9  |   .1303635   .0063512    20.53   0.000     .1178611    .1428659
       2 10  |   .1275253   .0060825    20.97   0.000     .1155519    .1394988
       2 11  |    .124705   .0058294    21.39   0.000     .1132299    .1361801
       2 12  |   .1219048   .0055941    21.79   0.000     .1108929    .1329168
       2 13  |   .1191272   .0053788    22.15   0.000      .108539    .1297154
       2 14  |   .1163743   .0051855    22.44   0.000     .1061666     .126582
       2 15  |   .1136481    .005016    22.66   0.000     .1037742    .1235221
       2 16  |   .1109506   .0048715    22.78   0.000     .1013611    .1205401
       2 17  |   .1082834   .0047529    22.78   0.000     .0989274    .1176395
       2 18  |   .1056484   .0046606    22.67   0.000      .096474    .1148227
       2 19  |   .1030468   .0045943    22.43   0.000      .094003    .1120907
       2 20  |   .1004802   .0045531    22.07   0.000     .0915174     .109443
       2 21  |   .0979498   .0045356    21.60   0.000     .0890214    .1068782
       2 22  |   .0954567     .00454    21.03   0.000     .0865198    .1043937
       2 23  |    .093002   .0045639    20.38   0.000      .084018     .101986
       2 24  |   .0905865   .0046048    19.67   0.000     .0815219    .0996511
       2 25  |   .0882111   .0046602    18.93   0.000     .0790375    .0973848
       2 26  |   .0858765   .0047275    18.17   0.000     .0765704    .0951826
       2 27  |   .0835832   .0048042    17.40   0.000     .0741262    .0930403
       2 28  |   .0813318   .0048879    16.64   0.000       .07171    .0909537
       2 29  |   .0791227   .0049766    15.90   0.000     .0693262    .0889191
       2 30  |   .0769562   .0050683    15.18   0.000     .0669791    .0869332
       2 31  |   .0748325   .0051615    14.50   0.000     .0646721    .0849928
       2 32  |   .0727518   .0052545    13.85   0.000     .0624082    .0830953
       2 33  |   .0707141   .0053463    13.23   0.000       .06019    .0812383
       2 34  |   .0687196   .0054356    12.64   0.000     .0580196    .0794197
       2 35  |   .0667682   .0055218    12.09   0.000     .0558986    .0776377
       2 36  |   .0648596   .0056039    11.57   0.000     .0538283    .0758909
       2 37  |   .0629938   .0056814    11.09   0.000     .0518099    .0741778
       2 38  |   .0611706   .0057539    10.63   0.000     .0498439    .0724973
       2 39  |   .0593896    .005821    10.20   0.000     .0479309    .0708483
       2 40  |   .0576506   .0058824     9.80   0.000      .046071    .0692301
       2 41  |   .0559531   .0059379     9.42   0.000     .0442643    .0676418
       2 42  |   .0542967   .0059873     9.07   0.000     .0425107    .0660828
       2 43  |   .0526811   .0060306     8.74   0.000     .0408098    .0645525
       2 44  |   .0511057   .0060678     8.42   0.000     .0391612    .0630503
       2 45  |   .0495701   .0060989     8.13   0.000     .0375644    .0615758
       2 46  |   .0480736   .0061239     7.85   0.000     .0360187    .0601286
       2 47  |   .0466158    .006143     7.59   0.000     .0345234    .0587083
       2 48  |    .045196   .0061562     7.34   0.000     .0330776    .0573145
       2 49  |   .0438137   .0061636     7.11   0.000     .0316806    .0559468
       2 50  |   .0424682   .0061655     6.89   0.000     .0303314    .0546051
       2 51  |   .0411589    .006162     6.68   0.000      .029029    .0532889
       3  1  |   .4009563   .0074032    54.16   0.000     .3863832    .4155295
       3  2  |   .4010541   .0074085    54.13   0.000     .3864705    .4156378
       3  3  |   .4009491   .0074369    53.91   0.000     .3863095    .4155887
       3  4  |   .4006415    .007478    53.58   0.000      .385921     .415362
       3  5  |   .4001318   .0075227    53.19   0.000     .3853234    .4149402
       3  6  |    .399421   .0075631    52.81   0.000      .384533     .414309
       3  7  |   .3985104   .0075931    52.48   0.000     .3835633    .4134574
       3  8  |   .3974016   .0076077    52.24   0.000     .3824258    .4123775
       3  9  |   .3960967   .0076034    52.09   0.000     .3811293    .4110641
       3 10  |   .3945979   .0075779    52.07   0.000     .3796808    .4095151
       3 11  |   .3929081     .00753    52.18   0.000     .3780853    .4077308
       3 12  |   .3910301   .0074595    52.42   0.000      .376346    .4057142
       3 13  |   .3889674   .0073677    52.79   0.000     .3744641    .4034707
       3 14  |   .3867236   .0072564    53.29   0.000     .3724393    .4010079
       3 15  |   .3843026    .007129    53.91   0.000     .3702692    .3983361
       3 16  |   .3817087   .0069897    54.61   0.000     .3679495    .3954679
       3 17  |   .3789464    .006844    55.37   0.000      .365474    .3924188
       3 18  |   .3760204   .0066986    56.13   0.000     .3628341    .3892067
       3 19  |   .3729358   .0065616    56.84   0.000     .3600193    .3858523
       3 20  |   .3696977   .0064419    57.39   0.000     .3570168    .3823786
       3 21  |   .3663116   .0063495    57.69   0.000     .3538126    .3788105
       3 22  |   .3627831   .0062947    57.63   0.000      .350392    .3751741
       3 23  |   .3591179   .0062875    57.12   0.000     .3467409     .371495
       3 24  |   .3553222    .006337    56.07   0.000     .3428478    .3677965
       3 25  |   .3514019   .0064499    54.48   0.000     .3387052    .3640985
       3 26  |   .3473632   .0066305    52.39   0.000     .3343111    .3604153
       3 27  |   .3432125   .0068799    49.89   0.000     .3296693    .3567557
       3 28  |   .3389561   .0071966    47.10   0.000     .3247896    .3531227
       3 29  |   .3346006   .0075765    44.16   0.000     .3196862     .349515
       3 30  |   .3301524   .0080141    41.20   0.000     .3143766    .3459282
       3 31  |    .325618   .0085029    38.30   0.000     .3088801     .342356
       3 32  |   .3210041    .009036    35.53   0.000     .3032167    .3387915
       3 33  |   .3163171   .0096067    32.93   0.000     .2974063    .3352279
       3 34  |   .3115636   .0102085    30.52   0.000     .2914681     .331659
       3 35  |     .30675   .0108354    28.31   0.000     .2854205    .3280796
       3 36  |   .3018829   .0114819    26.29   0.000     .2792807     .324485
       3 37  |   .2969685   .0121429    24.46   0.000     .2730651    .3208719
       3 38  |   .2920131   .0128139    22.79   0.000     .2667889    .3172374
       3 39  |    .287023   .0134907    21.28   0.000     .2604665    .3135795
       3 40  |   .2820042   .0141695    19.90   0.000     .2541115    .3098968
       3 41  |   .2769626   .0148468    18.65   0.000     .2477366    .3061886
       3 42  |   .2719041   .0155196    17.52   0.000     .2413538    .3024545
       3 43  |   .2668344    .016185    16.49   0.000     .2349742    .2986945
       3 44  |    .261759   .0168403    15.54   0.000     .2286087    .2949092
       3 45  |   .2566832   .0174833    14.68   0.000     .2222672    .2910992
       3 46  |   .2516122   .0181119    13.89   0.000      .215959    .2872655
       3 47  |   .2465512    .018724    13.17   0.000      .209693    .2834093
       3 48  |   .2415048   .0193179    12.50   0.000     .2034775    .2795321
       3 49  |   .2364778   .0198921    11.89   0.000     .1973202    .2756355
       3 50  |   .2314746   .0204452    11.32   0.000     .1912283     .271721
       3 51  |   .2264996   .0209759    10.80   0.000     .1852084    .2677907
       4  1  |   .2108157   .0130603    16.14   0.000     .1851064    .2365251
       4  2  |   .2154182   .0125762    17.13   0.000      .190662    .2401745
       4  3  |   .2200439   .0120835    18.21   0.000     .1962576    .2438303
       4  4  |   .2246886   .0115846    19.40   0.000     .2018843     .247493
       4  5  |    .229348   .0110823    20.69   0.000     .2075324    .2511635
       4  6  |   .2340175   .0105796    22.12   0.000     .2131916    .2548434
       4  7  |   .2386924   .0100798    23.68   0.000     .2188502    .2585346
       4  8  |   .2433678    .009587    25.39   0.000     .2244958    .2622399
       4  9  |   .2480388   .0091054    27.24   0.000     .2301148    .2659628
       4 10  |      .2527   .0086399    29.25   0.000     .2356923    .2697076
       4 11  |   .2573461   .0081958    31.40   0.000     .2412126    .2734795
       4 12  |   .2619716   .0077791    33.68   0.000     .2466585    .2772847
       4 13  |   .2665708   .0073959    36.04   0.000     .2520119    .2811297
       4 14  |    .271138   .0070528    38.44   0.000     .2572545    .2850216
       4 15  |   .2756674   .0067562    40.80   0.000     .2623679    .2889669
       4 16  |   .2801529   .0065116    43.02   0.000     .2673347     .292971
       4 17  |   .2845885   .0063237    45.00   0.000     .2721402    .2970367
       4 18  |    .288968   .0061952    46.64   0.000     .2767728    .3011632
       4 19  |   .2932853   .0061263    47.87   0.000     .2812256    .3053449
       4 20  |   .2975341   .0061148    48.66   0.000      .285497    .3095712
       4 21  |   .3017082   .0061561    49.01   0.000     .2895898    .3138265
       4 22  |   .3058013   .0062434    48.98   0.000      .293511    .3180915
       4 23  |   .3098071   .0063687    48.65   0.000     .2972704    .3223439
       4 24  |   .3137195   .0065231    48.09   0.000     .3008787    .3265604
       4 25  |   .3175323   .0066981    47.41   0.000     .3043471    .3307174
       4 26  |   .3212392   .0068851    46.66   0.000      .307686    .3347925
       4 27  |   .3248344   .0070764    45.90   0.000     .3109044    .3387643
       4 28  |   .3283118   .0072652    45.19   0.000     .3140101    .3426134
       4 29  |   .3316655   .0074455    44.55   0.000     .3170091     .346322
       4 30  |     .33489   .0076119    44.00   0.000      .319906     .349874
       4 31  |   .3379797   .0077601    43.55   0.000     .3227039    .3532554
       4 32  |   .3409291   .0078864    43.23   0.000     .3254047    .3564535
       4 33  |   .3437332    .007988    43.03   0.000     .3280088    .3594575
       4 34  |   .3463868   .0080625    42.96   0.000     .3305157     .362258
       4 35  |   .3488854   .0081087    43.03   0.000     .3329235    .3648474
       4 36  |   .3512244   .0081256    43.22   0.000      .335229    .3672197
       4 37  |   .3533994   .0081135    43.56   0.000      .337428    .3693708
       4 38  |   .3554066   .0080731    44.02   0.000     .3395147    .3712986
       4 39  |   .3572422   .0080064    44.62   0.000     .3414816    .3730029
       4 40  |   .3589029   .0079163    45.34   0.000     .3433196    .3744861
       4 41  |   .3603854    .007807    46.16   0.000     .3450172    .3757536
       4 42  |   .3616871   .0076842    47.07   0.000     .3465607    .3768135
       4 43  |   .3628054   .0075551    48.02   0.000     .3479331    .3776777
       4 44  |   .3637383   .0074289    48.96   0.000     .3491145    .3783621
       4 45  |    .364484   .0073165    49.82   0.000     .3500814    .3788865
       4 46  |    .365041   .0072307    50.48   0.000     .3508073    .3792748
       4 47  |   .3654084    .007186    50.85   0.000     .3512627     .379554
       4 48  |   .3655854   .0071973    50.79   0.000     .3514175    .3797533
       4 49  |   .3655717   .0072792    50.22   0.000     .3512424    .3799009
       4 50  |   .3653673   .0074447    49.08   0.000     .3507124    .3800222
       4 51  |   .3649726   .0077032    47.38   0.000     .3498088    .3801364
       5  1  |    .081442   .0073708    11.05   0.000     .0669325    .0959515
       5  2  |   .0840977   .0072566    11.59   0.000      .069813    .0983824
       5  3  |   .0868316   .0071313    12.18   0.000     .0727937    .1008696
       5  4  |   .0896455    .006995    12.82   0.000     .0758758    .1034153
       5  5  |   .0925412   .0068483    13.51   0.000     .0790603     .106022
       5  6  |   .0955203   .0066915    14.27   0.000      .082348    .1086926
       5  7  |   .0985847   .0065257    15.11   0.000     .0857387    .1114306
       5  8  |   .1017361    .006352    16.02   0.000     .0892321    .1142401
       5  9  |   .1049762   .0061721    17.01   0.000     .0928264     .117126
       5 10  |   .1083069   .0059881    18.09   0.000     .0965193    .1200944
       5 11  |   .1117297   .0058028    19.25   0.000     .1003068    .1231526
       5 12  |   .1152464     .00562    20.51   0.000     .1041834    .1263094
       5 13  |   .1188588   .0054443    21.83   0.000     .1081417    .1295758
       5 14  |   .1225683   .0052814    23.21   0.000     .1121719    .1329647
       5 15  |   .1263766   .0051384    24.59   0.000     .1162617    .1364916
       5 16  |   .1302854   .0050235    25.94   0.000     .1203966    .1401742
       5 17  |   .1342961   .0049461    27.15   0.000     .1245597    .1440325
       5 18  |   .1384103   .0049159    28.16   0.000     .1287333    .1480873
       5 19  |   .1426293   .0049426    28.86   0.000     .1328998    .1523589
       5 20  |   .1469546   .0050346    29.19   0.000     .1370441    .1568652
       5 21  |   .1513875    .005198    29.12   0.000     .1411553    .1616198
       5 22  |   .1559292   .0054364    28.68   0.000     .1452276    .1666308
       5 23  |   .1605809   .0057506    27.92   0.000     .1492609     .171901
       5 24  |   .1653438   .0061389    26.93   0.000     .1532593    .1774283
       5 25  |   .1702187   .0065982    25.80   0.000     .1572301    .1832074
       5 26  |   .1752068   .0071245    24.59   0.000     .1611822    .1892314
       5 27  |   .1803087   .0077134    23.38   0.000     .1651248    .1954925
       5 28  |   .1855252   .0083608    22.19   0.000      .169067    .2019834
       5 29  |   .1908569   .0090628    21.06   0.000     .1730167    .2086971
       5 30  |   .1963044   .0098162    20.00   0.000     .1769812    .2156275
       5 31  |   .2018679   .0106178    19.01   0.000     .1809667    .2227692
       5 32  |   .2075479   .0114653    18.10   0.000     .1849785    .2301173
       5 33  |   .2133443   .0123562    17.27   0.000     .1890211    .2376675
       5 34  |   .2192571   .0132886    16.50   0.000     .1930984    .2454158
       5 35  |   .2252863   .0142608    15.80   0.000     .1972139    .2533587
       5 36  |   .2314315    .015271    15.15   0.000     .2013705    .2614925
       5 37  |   .2376922   .0163178    14.57   0.000     .2055706    .2698137
       5 38  |   .2440678   .0173996    14.03   0.000     .2098167    .2783189
       5 39  |   .2505575    .018515    13.53   0.000     .2141107    .2870044
       5 40  |   .2571604   .0196626    13.08   0.000     .2184545    .2958664
       5 41  |   .2638754    .020841    12.66   0.000     .2228499    .3049009
       5 42  |   .2707011   .0220486    12.28   0.000     .2272983    .3141038
       5 43  |    .277636    .023284    11.92   0.000     .2318014    .3234707
       5 44  |   .2846786   .0245456    11.60   0.000     .2363604    .3329968
       5 45  |   .2918269   .0258318    11.30   0.000     .2409769     .342677
       5 46  |    .299079   .0271409    11.02   0.000      .245652     .352506
       5 47  |   .3064326   .0284711    10.76   0.000     .2503871    .3624781
       5 48  |   .3138854   .0298207    10.53   0.000     .2551832    .3725875
       5 49  |   .3214347   .0311876    10.31   0.000     .2600417    .3828276
       5 50  |   .3290778     .03257    10.10   0.000     .2649636    .3931919
       5 51  |   .3368117   .0339657     9.92   0.000     .2699501    .4036734
------------------------------------------------------------------------------

. marginsplot, recast(line) 

Variables that uniquely identify margins: cambridge_z

. 
. collect style showbase all

. 
. collect label levels etable_depvar 1 "Null Model + NS-SEC" ///
>                                                                              
>    2 "Social Status" /// 
>                                                                              
>    3 "Chan-Goldthorpe" ///
>                                                                              
>    4 "Cambridge Scale" , modify

. 
. collect style cell, font(Book Antiqua)

. 
. etable, replay column(depvar) ///
> cstat(_r_b, nformat(%4.2f))  ///
>                 cstat(_r_se, nformat(%6.2f))  ///
>                 showstars showstarsnote  ///
>                 stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
>                 mstat(N) mstat(aic) mstat(bic) mstat(r2_a)      ///
>                 title("Table 1: Ordinal Logistic Regression Models of Views T
> oward Homosexuality") ///
>                 titlestyles(font(Arial Narrow, size(14) bold)) ///
>                 note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959
> ") ///
>                 notestyles(font(Book Antiqua, size(8) italic)) ///
>                 export("homoreg.docx", replace)

Table 1: Ordinal Logistic Regression Models of Views Toward Homosexuality
----------------------------------------------------------------------------------------
                       Null Model + NS-SEC Social Status Chan-Goldthorpe Cambridge Scale
----------------------------------------------------------------------------------------
nssec                                                                                   
  1                          -0.15            -0.12          -0.22           -0.19      
                            (0.12)           (0.12)         (0.12)          (0.12)      
  2                           0.04            -0.06          -0.15           -0.18      
                            (0.12)           (0.12)         (0.12)          (0.12)      
  3                           0.00             0.00           0.00            0.00      
                            (0.00)           (0.00)         (0.00)          (0.00)      
  4                          -0.04             0.19 *         0.09            0.21 **   
                            (0.07)           (0.07)         (0.07)          (0.07)      
  5                          -0.76 ***        -0.26 *        -0.27 *         -0.41 ***  
                            (0.10)           (0.11)         (0.10)          (0.10)      
  6                          -0.80 ***        -0.03          -0.10           -0.27 *    
                            (0.09)           (0.12)         (0.12)          (0.11)      
  7                          -0.48 ***         0.20 *         0.03            0.03      
                            (0.08)           (0.10)         (0.09)          (0.10)      
  8                          -0.71 ***         0.03          -0.04           -0.06      
                            (0.08)           (0.11)         (0.10)          (0.10)      
factor1_z                                      0.41 ***                                 
                                             (0.04)                                     
chanstat_z                                                    0.40 ***                  
                                                            (0.04)                      
cambridge_z                                                                   0.35 ***  
                                                                            (0.05)      
cut1                         -2.73            -2.40          -2.47           -2.48      
                            (0.07)           (0.07)         (0.07)          (0.07)      
cut2                         -1.84            -1.50          -1.57           -1.58      
                            (0.06)           (0.07)         (0.06)          (0.06)      
cut3                         -0.14             0.21           0.15            0.13      
                            (0.05)           (0.06)         (0.06)          (0.05)      
cut4                          1.39             1.76           1.70            1.68      
                            (0.06)           (0.06)         (0.06)          (0.06)      
Number of observations        8285             8285           8285            8285      
----------------------------------------------------------------------------------------
*** p<.001, ** p<.01, * p<.05
Data Source: BHPS. Adjusted for Complex Sample. N=6,959
(collection ETable exported to file homoreg.docx)

. 

Finally, the next set of models uses an ordinal logistic regression model on a Likert scale of views towards homosexuality [bj_opfamr]. This is the last set of models using the BHPS data. The initial null model plus social class appears to present a clear social class effect at the blue-collar level. Blue collar occupations have a decreased log likelihood strongly disagreeing to the view that homosexual relationships are wrong. The introduction of my social status measure nearly wipes away the class effect and suggests that most all of the influence comes from social status rather than social class. As social status increases there is an increased likelihood to strongly disagree with the statement that homosexual relationships are wrong. Identical findings are reported in the Chan-Goldthorpe model.

Duplication of Chan and Goldthorpe (2007) British Social Attitudes Survey 2001

All models produced so far have been simplistic constructions that solely use NS-SEC and social status. These next set of models attempt to produce a ‘real life’ model example that would be published in academic literature. These models seek to duplicate analysis from Chan and Goldthorpe (2007). They create models based on the determinants of political attitudes on left-right and libertarian-authoritarian scales using linear regression. These models use the 2002 British Social Attitudes Survey. By using the useful appendix of their article, the models have been reconstructed. The sole difference is that my analysis uses the 2001 British Social Attitudes Survey for one important reason. The original analysis produced via Chan and Goldthorpe (2004), and my own analysis uses the BHPS wave 10 dataset that uses SOC 90 codes. The 2001 British Social Attitudes survey uses SOC 90 codes, where the 2002 survey uses SOC 2000 codes. This should require a re-analysis of a social status measure using the new SOC codes. For consistency, I continue to use the SOC 90 codes and so duplicate their work in the 2001 survey.

The dependent variable left-right was constructed through a variety of measures consisting of Likert scales on statements that the government should redistribute wealth [redistrb], big business benefits owners [bigbusnn], workers don’t get a fair share of wealth [wealth], one law for rich and another for poor [richlaw], and management will always try to get the better of employees if it gets the chance [indust4]. Independent variables consist of age [rage] between the ages 18-97, sex [rsex], household income [hhincome], highest educational qualification [hedqual], current NS-SEC [rnssec], and each model contains either my social status measure or the Chan-Goldthorpe scale, once more z standardised for comparison purposes.

The second dependent variable libertarian-authoritarian was constructed through similar Likert variables on statements that young people today don’t have enough respect for traditional British values [tradvals], people who break the law should be given stiffer sentences [stifsent], for some crimes, the death penalty is appropriate [deathapp], schools should teach children to obey [obey], the law should always be obeyed [wronglaw], censorship of films and magazines is necessary to uphold moral standards [censor]. This model also includes all independent variables mentioned above.

The left-right models are representative of economic life chances and so both social status measures should not unduly influence the model. Both models present identical results. Neither social status measure is statistically significant. This presents evidence that both measures adequately capture the Weberian notion that social status has little to no influence on individual economic life chances. The second set of models assessing libertarian-authoritarian axis has no social class-based effect and both measures of social status are statistically significant. There is however a large difference between the two models. My social status measure has a point estimate that is 55 percent larger than the Chan-Goldthorpe scale.

%%stata

clear 

use "G:\Stata data and do\British Attitudes Survey 2001\stata\stata6\bsa01.dta"


gen mog=. 
replace mog=10 if rnsoc90>=100 & rnsoc90<=109
replace mog=11 if rnsoc90>=110 & rnsoc90<=119
replace mog=12 if rnsoc90>=120 & rnsoc90<=129
replace mog=13 if rnsoc90>=130 & rnsoc90<=139
replace mog=14 if rnsoc90>=140 & rnsoc90<=149
replace mog=15 if rnsoc90>=150 & rnsoc90<=159
replace mog=16 if rnsoc90>=160 & rnsoc90<=169
replace mog=17 if rnsoc90>=170 & rnsoc90<=179
replace mog=18 if rnsoc90>=180 & rnsoc90<=189
replace mog=19 if rnsoc90>=190 & rnsoc90<=199

replace mog=20 if rnsoc90>=200 & rnsoc90<=209
replace mog=21 if rnsoc90>=210 & rnsoc90<=219
replace mog=22 if rnsoc90>=220 & rnsoc90<=229
replace mog=23 if rnsoc90>=230 & rnsoc90<=239
replace mog=24 if rnsoc90>=240 & rnsoc90<=249
replace mog=25 if rnsoc90>=250 & rnsoc90<=259
replace mog=26 if rnsoc90>=260 & rnsoc90<=269
replace mog=27 if rnsoc90>=270 & rnsoc90<=279
replace mog=28 if rnsoc90>=280 & rnsoc90<=289
replace mog=29 if rnsoc90>=290 & rnsoc90<=299

replace mog=30 if rnsoc90>=300 & rnsoc90<=309
replace mog=31 if rnsoc90>=310 & rnsoc90<=319
replace mog=32 if rnsoc90>=320 & rnsoc90<=329
replace mog=33 if rnsoc90>=330 & rnsoc90<=339
replace mog=34 if rnsoc90>=340 & rnsoc90<=349
replace mog=35 if rnsoc90>=350 & rnsoc90<=359
replace mog=36 if rnsoc90>=360 & rnsoc90<=369
replace mog=37 if rnsoc90>=370 & rnsoc90<=379
replace mog=38 if rnsoc90>=380 & rnsoc90<=389
replace mog=39 if rnsoc90>=390 & rnsoc90<=399

replace mog=40 if rnsoc90>=400 & rnsoc90<=409
replace mog=41 if rnsoc90>=410 & rnsoc90<=419
replace mog=42 if rnsoc90>=420 & rnsoc90<=429
replace mog=43 if rnsoc90>=430 & rnsoc90<=439
replace mog=44 if rnsoc90>=440 & rnsoc90<=449
replace mog=45 if rnsoc90>=450 & rnsoc90<=459
replace mog=46 if rnsoc90>=460 & rnsoc90<=469
replace mog=47 if rnsoc90>=470 & rnsoc90<=479
replace mog=48 if rnsoc90>=480 & rnsoc90<=489
replace mog=49 if rnsoc90>=490 & rnsoc90<=499

replace mog=50 if rnsoc90>=500 & rnsoc90<=509
replace mog=51 if rnsoc90>=510 & rnsoc90<=519
replace mog=52 if rnsoc90>=520 & rnsoc90<=529
replace mog=53 if rnsoc90>=530 & rnsoc90<=539
replace mog=54 if rnsoc90>=540 & rnsoc90<=549
replace mog=55 if rnsoc90>=550 & rnsoc90<=559
replace mog=56 if rnsoc90>=560 & rnsoc90<=569
replace mog=57 if rnsoc90>=570 & rnsoc90<=579
replace mog=58 if rnsoc90>=580 & rnsoc90<=589
replace mog=59 if rnsoc90>=590 & rnsoc90<=599

replace mog=60 if rnsoc90>=600 & rnsoc90<=609
replace mog=61 if rnsoc90>=610 & rnsoc90<=619
replace mog=62 if rnsoc90>=620 & rnsoc90<=629
replace mog=63 if rnsoc90>=630 & rnsoc90<=639
replace mog=64 if rnsoc90>=640 & rnsoc90<=649
replace mog=65 if rnsoc90>=650 & rnsoc90<=659
replace mog=66 if rnsoc90>=660 & rnsoc90<=669
replace mog=67 if rnsoc90>=670 & rnsoc90<=679
replace mog=68 if rnsoc90>=680 & rnsoc90<=689
replace mog=69 if rnsoc90>=690 & rnsoc90<=699

replace mog=70 if rnsoc90>=700 & rnsoc90<=709
replace mog=71 if rnsoc90>=710 & rnsoc90<=719
replace mog=72 if rnsoc90>=720 & rnsoc90<=729
replace mog=73 if rnsoc90>=730 & rnsoc90<=739
replace mog=74 if rnsoc90>=740 & rnsoc90<=749
replace mog=75 if rnsoc90>=750 & rnsoc90<=759
replace mog=76 if rnsoc90>=760 & rnsoc90<=769
replace mog=77 if rnsoc90>=770 & rnsoc90<=779
replace mog=78 if rnsoc90>=780 & rnsoc90<=789
replace mog=79 if rnsoc90>=790 & rnsoc90<=799

replace mog=80 if rnsoc90>=800 & rnsoc90<=809
replace mog=81 if rnsoc90>=810 & rnsoc90<=819
replace mog=82 if rnsoc90>=820 & rnsoc90<=829
replace mog=83 if rnsoc90>=830 & rnsoc90<=839
replace mog=84 if rnsoc90>=840 & rnsoc90<=849
replace mog=85 if rnsoc90>=850 & rnsoc90<=859
replace mog=86 if rnsoc90>=860 & rnsoc90<=869
replace mog=87 if rnsoc90>=870 & rnsoc90<=879
replace mog=88 if rnsoc90>=880 & rnsoc90<=889
replace mog=89 if rnsoc90>=890 & rnsoc90<=899

replace mog=90 if rnsoc90>=900 & rnsoc90<=909
replace mog=91 if rnsoc90>=910 & rnsoc90<=919
replace mog=92 if rnsoc90>=920 & rnsoc90<=929
replace mog=93 if rnsoc90>=930 & rnsoc90<=939
replace mog=94 if rnsoc90>=940 & rnsoc90<=949
replace mog=95 if rnsoc90>=950 & rnsoc90<=959
replace mog=96 if rnsoc90>=960 & rnsoc90<=969
replace mog=97 if rnsoc90>=970 & rnsoc90<=979
replace mog=98 if rnsoc90>=980 & rnsoc90<=989
replace mog=99 if rnsoc90>=990 & rnsoc90<=999


gen jobfinal=. 
replace jobfinal=1 if (mog==10 | mog==13 | mog==15)
replace jobfinal=2 if (mog==11 | mog==14 | mog==16)
replace jobfinal=3 if (mog==12)
replace jobfinal=4 if (mog==17)
replace jobfinal=5 if (mog==19)
replace jobfinal=6 if (mog==20 | mog==21)
replace jobfinal=7 if (mog==22 | mog==24 | mog==25 | mog==26 | mog==27 | mog==29)
replace jobfinal=8 if (mog==23)
replace jobfinal=9 if (mog==30 | mog==31 | mog==32 | mog==33 | mog==39)
replace jobfinal=10 if (mog==34 | mog==37)
replace jobfinal=11 if (mog==35 | mog==36 | mog==38)
replace jobfinal=12 if (mog==40)
replace jobfinal=13 if (mog==41)
replace jobfinal=14 if (mog==42)
replace jobfinal=15 if (mog==43)
replace jobfinal=16 if (mog==44 | mog==49)
replace jobfinal=17 if (mog==45 | mog==46)
replace jobfinal=18 if (mog==50 | mog==52)
replace jobfinal=19 if (mog==51 | mog==53 | mog==54)
replace jobfinal=20 if (mog==55 | mog==56 | mog==58 | mog==59)
replace jobfinal=21 if (mog==60 | mog==61)
replace jobfinal=22 if (mog==62)
replace jobfinal=23 if (mog==63 | mog==66 | mog==67 | mog==69)
replace jobfinal=24 if (mog==64)
replace jobfinal=25 if (mog==65)
replace jobfinal=26 if (mog==70 | mog==71)
replace jobfinal=27 if (mog==72 | mog==73 | mog==79)
replace jobfinal=28 if (mog==80 | mog==81 | mog==82 | mog==83 | mog==84 | mog==85 | mog==86 | mog==89)
replace jobfinal=29 if (mog==87 | mog==88)
replace jobfinal=30 if (mog==90 | mog==91 | mog==92 | mog==93 | mog==99)
replace jobfinal=31 if (mog==94 | mog==95)


label define soc_lbl 1"GMA" 2"PDM" 3"SM" 4"MPS" 5"OMO" 6"SET" 7"HP" 8"TPE" 9"API" 10"APH" 11"APB" 12"AOA" 13"NCC" 14"FRC" 15"OCW" 16"SDC" 17"SEC" 18"SMC" 19"SMM" 20"SMO" 21"PSP" 22"CW" 23"PSW" 24"HW" 25"CCW" 26"BSR" 27"SW" 28"PMO" 29"TO" 30"GL" 31"RWS"
label values jobfinal soc_lbl 


gen chanstat=.
replace chanstat=0.4114 if(jobfinal==1)
replace chanstat=-0.0625 if(jobfinal==2)
replace chanstat=0.5107 if(jobfinal==3)
replace chanstat=-0.0453 if(jobfinal==4)
replace chanstat=0.2355 if(jobfinal==5)
replace chanstat=0.3115 if(jobfinal==6)
replace chanstat=0.5643 if(jobfinal==7)
replace chanstat=0.5017  if(jobfinal==8)
replace chanstat=0.3116 if(jobfinal==9)
replace chanstat=0.2228 if(jobfinal==10)
replace chanstat=0.5337 if(jobfinal==11)
replace chanstat=0.2274 if(jobfinal==12)
replace chanstat=0.2238 if(jobfinal==13)
replace chanstat=0.2559 if(jobfinal==14)
replace chanstat=0.1443 if(jobfinal==15)
replace chanstat=-0.3353 if(jobfinal==16)
replace chanstat=0.1539 if(jobfinal==17)
replace chanstat=-0.5014 if(jobfinal==18)
replace chanstat=-0.5121 if(jobfinal==19)
replace chanstat=-0.4072 if(jobfinal==20)
replace chanstat=0.2288 if(jobfinal==21)
replace chanstat=-0.3261 if(jobfinal==22)
replace chanstat=0.2261 if(jobfinal==23)
replace chanstat=-0.2121 if(jobfinal==24)
replace chanstat=0.1097 if(jobfinal==25)
replace chanstat=0.1193 if(jobfinal==26)
replace chanstat=-0.1151 if(jobfinal==27)
replace chanstat=-0.5589 if(jobfinal==28)
replace chanstat=-0.4114 if(jobfinal==29)
replace chanstat=-0.5979 if(jobfinal==30)
replace chanstat=-0.2974 if(jobfinal==31)

label values chanstat soc_lbl

gen status=. 
replace status=0.8686893 if(jobfinal==1)
replace status=0.2653986 if(jobfinal==2)
replace status=0.9040708 if(jobfinal==3)
replace status=0.093616 if(jobfinal==4)
replace status=0.6771903 if(jobfinal==5)
replace status=0.7662023 if(jobfinal==6)
replace status=1.097037 if(jobfinal==7)
replace status=1.842329  if(jobfinal==8)
replace status=0.6382437 if(jobfinal==9)
replace status=0.8581756 if(jobfinal==10)
replace status=1.066187 if(jobfinal==11)
replace status=0.3335406 if(jobfinal==12)
replace status=0.4343797 if(jobfinal==13)
replace status=0.4039141 if(jobfinal==14)
replace status=0.2727689 if(jobfinal==15)
replace status=-0.2988098 if(jobfinal==16)
replace status=0.4549837 if(jobfinal==17)
replace status=-0.8901918 if(jobfinal==18)
replace status=-1.174013 if(jobfinal==19)
replace status=-0.9848496 if(jobfinal==20)
replace status=-0.0442964 if(jobfinal==21)
replace status=-0.7247445 if(jobfinal==22)
replace status=-0.3768193 if(jobfinal==23)
replace status=-0.6460063 if(jobfinal==24)
replace status=-0.0574259 if(jobfinal==25)
replace status=0.1399988 if(jobfinal==26)
replace status=-0.8360533 if(jobfinal==27)
replace status=-1.595859 if(jobfinal==28)
replace status=-0.9827569 if(jobfinal==29)
replace status=-0.641479 if(jobfinal==30)
replace status=-1.130757 if(jobfinal==31)

label values status soc_lbl


gen redis=.
replace redis=1 if redistrb==1
replace redis=2 if redistrb==2
replace redis=3 if redistrb==3
replace redis=4 if redistrb==4
replace redis=5 if redistrb==5

gen big=.
replace big=1 if bigbusnn==1
replace big=2 if bigbusnn==2
replace big=3 if bigbusnn==3
replace big=4 if bigbusnn==4
replace big=5 if bigbusnn==5

gen fair=. 
replace fair=1 if wealth==1
replace fair=2 if wealth==2
replace fair=3 if wealth==3
replace fair=4 if wealth==4
replace fair=5 if wealth==5

gen law=.
replace law=1 if richlaw==1
replace law=2 if richlaw==2
replace law=3 if richlaw==3
replace law=4 if richlaw==4
replace law=5 if richlaw==5

gen better=.
replace better=1 if indust4==1
replace better=2 if indust4==2
replace better=3 if indust4==3
replace better=4 if indust4==4
replace better=5 if indust4==5

gen leftright= redis+big+fair+law+better


gen trad=.
replace trad=1 if tradvals==1
replace trad=2 if tradvals==2
replace trad=3 if tradvals==3
replace trad=4 if tradvals==4
replace trad=5 if tradvals==5

gen stiff=.
replace stiff=1 if stifsent==1
replace stiff=2 if stifsent==2
replace stiff=3 if stifsent==3
replace stiff=4 if stifsent==4
replace stiff=5 if stifsent==5

gen death=.
replace death=1 if deathapp==1
replace death=2 if deathapp==2
replace death=3 if deathapp==3
replace death=4 if deathapp==4
replace death=5 if deathapp==5

gen school=.
replace school=1 if obey==1
replace school=2 if obey==2
replace school=3 if obey==3
replace school=4 if obey==4
replace school=5 if obey==5

gen wrong=.
replace wrong=1 if wronglaw==1
replace wrong=2 if wronglaw==2
replace wrong=3 if wronglaw==3
replace wrong=4 if wronglaw==4
replace wrong=5 if wronglaw==5

gen film=.
replace film=1 if censor==1
replace film=2 if censor==2
replace film=3 if censor==3
replace film=4 if censor==4
replace film=5 if censor==5

gen authlib= trad+stiff+death+school+wrong+film


gen age=. 
replace age= rage if rage>=18 & rage<=97

tab rsex

gen income=.
replace income=1 if hhincome>=1 & hhincome<=4
replace income=2 if hhincome>=5 & hhincome<=9
replace income=3 if hhincome>=10 & hhincome<=16
replace income=4 if hhincome>=17 

lab define income 1"<10k" 2"10-23k" 3"23-44k" 4">44k"
lab val income income

gen qual=. 
replace qual=1 if hedqual==7
replace qual=2 if hedqual==5
replace qual=3 if hedqual==4
replace qual=4 if hedqual==3
replace qual=5 if hedqual==2
replace qual=6 if hedqual==1

lab def qual 1"no qual" 2"CSE" 3"O'LEVEL" 4"A'LEVEL" 5"SUBDEGREE" 6"DEGREE"
lab val qual qual

gen nssec=.
replace nssec=1 if rnssec==2
replace nssec=2 if rnssec>=3.1 & rnssec<=3.4
replace nssec=3 if rnssec>=4 & rnssec<=6
replace nssec=4 if rnssec>=7 & rnssec<=7.4
replace nssec=5 if rnssec>=8 & rnssec<=9.2
replace nssec=6 if rnssec>=10 & rnssec<=11.2
replace nssec=7 if rnssec>=12 & rnssec<=12.7
replace nssec=8 if rnssec>=13 & rnssec<=13.5

lab def nssec 1"1.1" 2"1.2" 3"2" 4"3" 5"4" 6"5" 7"6" 8"7"
lab val nssec nssec


egen mean_status = mean(status)
egen sd_status = sd(status)
gen status_z = (status - mean_status) / sd_status

egen mean_chanstat= mean(chanstat)
egen sd_chanstat = sd(chanstat)
gen chanstat_z = (chanstat - mean_chanstat) / sd_chanstat

keep if !missing(leftright, age, rsex, income, qual, nssec, status_z, chanstat_z, authlib)

collect clear
regress leftright age rsex ib1.income ib1.qual ib3.nssec status_z
etable
regress leftright age rsex ib1.income ib1.qual ib3.nssec chanstat_z
etable, append

regress authlib age rsex ib1.income ib1.qual ib1.nssec c.status_z
etable, append

margins, at(status_z=(-1.60(0.12)2.10)) atmeans saving(plot1, replace)


marginsplot, ciopts(fcolor(blue%20)) ///
    title("Effect of Social Status on Libertarian-Authoritarian Axis") ///
    ytitle("Predicted Libertarian-Authoritarian Score") ///
    xtitle("Social Status") ///
    plotopts(lwidth(medium)) ///
    recast(line) ///
    xscale(range(-1.64 2.11)) ///
    name(plot1, replace) 




regress authlib age rsex ib1.income ib1.qual ib1.nssec c.chanstat_z
etable, append

margins, at(chanstat_z=(-1.62(0.10)1.60)) atmeans saving(plot2, replace)

marginsplot, ciopts(fcolor(blue%20)) ///
    title("Effect of Social Status on Libertarian-Authoritarian Axis") ///
    ytitle("Predicted Libertarian-Authoritarian Score") ///
    xtitle("Chan-Goldthorpe Scale") ///
    plotopts(lwidth(medium)) ///
    recast(line) ///
    xscale(range(-1.64 2.11)) ///
    name(plot2, replace) ///
    saving(plot2, replace)


graph combine plot1 plot2, ycommon


collect style showbase all

collect label levels etable_depvar 1 "Left-Right Social Status" ///
                                        2 "Left-Right Chan-Goldthorpe" /// 
                                        3 "Libertarian-Authoritarian Social Status" ///
                                        4 "Libertarian-Authoritarian Chan-Goldthorpe" , modify

collect style cell, font(Book Antiqua)

etable, replay column(depvar) ///
cstat(_r_b, nformat(%4.2f))  ///
        cstat(_r_se, nformat(%6.2f))  ///
        showstars showstarsnote  ///
        stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
        mstat(N) mstat(aic) mstat(bic) mstat(r2_a)  ///
        title("Table 1: Regression Models of Poltical Axis") ///
        titlestyles(font(Arial Narrow, size(14) bold)) ///
        note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959") ///
        notestyles(font(Book Antiqua, size(8) italic)) ///
        export("polticalaxis.docx", replace)

. 
. clear 

. 
. use "G:\Stata data and do\British Attitudes Survey 2001\stata\stata6\bsa01.dt
> a"

. 
. 
. gen mog=. 
(3,287 missing values generated)

. replace mog=10 if rnsoc90>=100 & rnsoc90<=109
(12 real changes made)

. replace mog=11 if rnsoc90>=110 & rnsoc90<=119
(44 real changes made)

. replace mog=12 if rnsoc90>=120 & rnsoc90<=129
(111 real changes made)

. replace mog=13 if rnsoc90>=130 & rnsoc90<=139
(84 real changes made)

. replace mog=14 if rnsoc90>=140 & rnsoc90<=149
(16 real changes made)

. replace mog=15 if rnsoc90>=150 & rnsoc90<=159
(9 real changes made)

. replace mog=16 if rnsoc90>=160 & rnsoc90<=169
(5 real changes made)

. replace mog=17 if rnsoc90>=170 & rnsoc90<=179
(127 real changes made)

. replace mog=18 if rnsoc90>=180 & rnsoc90<=189
(0 real changes made)

. replace mog=19 if rnsoc90>=190 & rnsoc90<=199
(31 real changes made)

. 
. replace mog=20 if rnsoc90>=200 & rnsoc90<=209
(15 real changes made)

. replace mog=21 if rnsoc90>=210 & rnsoc90<=219
(54 real changes made)

. replace mog=22 if rnsoc90>=220 & rnsoc90<=229
(19 real changes made)

. replace mog=23 if rnsoc90>=230 & rnsoc90<=239
(151 real changes made)

. replace mog=24 if rnsoc90>=240 & rnsoc90<=249
(15 real changes made)

. replace mog=25 if rnsoc90>=250 & rnsoc90<=259
(31 real changes made)

. replace mog=26 if rnsoc90>=260 & rnsoc90<=269
(14 real changes made)

. replace mog=27 if rnsoc90>=270 & rnsoc90<=279
(4 real changes made)

. replace mog=28 if rnsoc90>=280 & rnsoc90<=289
(0 real changes made)

. replace mog=29 if rnsoc90>=290 & rnsoc90<=299
(26 real changes made)

. 
. replace mog=30 if rnsoc90>=300 & rnsoc90<=309
(23 real changes made)

. replace mog=31 if rnsoc90>=310 & rnsoc90<=319
(8 real changes made)

. replace mog=32 if rnsoc90>=320 & rnsoc90<=329
(19 real changes made)

. replace mog=33 if rnsoc90>=330 & rnsoc90<=339
(5 real changes made)

. replace mog=34 if rnsoc90>=340 & rnsoc90<=349
(88 real changes made)

. replace mog=35 if rnsoc90>=350 & rnsoc90<=359
(2 real changes made)

. replace mog=36 if rnsoc90>=360 & rnsoc90<=369
(28 real changes made)

. replace mog=37 if rnsoc90>=370 & rnsoc90<=379
(46 real changes made)

. replace mog=38 if rnsoc90>=380 & rnsoc90<=389
(46 real changes made)

. replace mog=39 if rnsoc90>=390 & rnsoc90<=399
(28 real changes made)

. 
. replace mog=40 if rnsoc90>=400 & rnsoc90<=409
(53 real changes made)

. replace mog=41 if rnsoc90>=410 & rnsoc90<=419
(137 real changes made)

. replace mog=42 if rnsoc90>=420 & rnsoc90<=429
(50 real changes made)

. replace mog=43 if rnsoc90>=430 & rnsoc90<=439
(92 real changes made)

. replace mog=44 if rnsoc90>=440 & rnsoc90<=449
(40 real changes made)

. replace mog=45 if rnsoc90>=450 & rnsoc90<=459
(90 real changes made)

. replace mog=46 if rnsoc90>=460 & rnsoc90<=469
(40 real changes made)

. replace mog=47 if rnsoc90>=470 & rnsoc90<=479
(0 real changes made)

. replace mog=48 if rnsoc90>=480 & rnsoc90<=489
(0 real changes made)

. replace mog=49 if rnsoc90>=490 & rnsoc90<=499
(15 real changes made)

. 
. replace mog=50 if rnsoc90>=500 & rnsoc90<=509
(72 real changes made)

. replace mog=51 if rnsoc90>=510 & rnsoc90<=519
(44 real changes made)

. replace mog=52 if rnsoc90>=520 & rnsoc90<=529
(47 real changes made)

. replace mog=53 if rnsoc90>=530 & rnsoc90<=539
(28 real changes made)

. replace mog=54 if rnsoc90>=540 & rnsoc90<=549
(27 real changes made)

. replace mog=55 if rnsoc90>=550 & rnsoc90<=559
(44 real changes made)

. replace mog=56 if rnsoc90>=560 & rnsoc90<=569
(16 real changes made)

. replace mog=57 if rnsoc90>=570 & rnsoc90<=579
(32 real changes made)

. replace mog=58 if rnsoc90>=580 & rnsoc90<=589
(7 real changes made)

. replace mog=59 if rnsoc90>=590 & rnsoc90<=599
(29 real changes made)

. 
. replace mog=60 if rnsoc90>=600 & rnsoc90<=609
(3 real changes made)

. replace mog=61 if rnsoc90>=610 & rnsoc90<=619
(58 real changes made)

. replace mog=62 if rnsoc90>=620 & rnsoc90<=629
(85 real changes made)

. replace mog=63 if rnsoc90>=630 & rnsoc90<=639
(8 real changes made)

. replace mog=64 if rnsoc90>=640 & rnsoc90<=649
(107 real changes made)

. replace mog=65 if rnsoc90>=650 & rnsoc90<=659
(71 real changes made)

. replace mog=66 if rnsoc90>=660 & rnsoc90<=669
(19 real changes made)

. replace mog=67 if rnsoc90>=670 & rnsoc90<=679
(25 real changes made)

. replace mog=68 if rnsoc90>=680 & rnsoc90<=689
(0 real changes made)

. replace mog=69 if rnsoc90>=690 & rnsoc90<=699
(9 real changes made)

. 
. replace mog=70 if rnsoc90>=700 & rnsoc90<=709
(11 real changes made)

. replace mog=71 if rnsoc90>=710 & rnsoc90<=719
(37 real changes made)

. replace mog=72 if rnsoc90>=720 & rnsoc90<=729
(188 real changes made)

. replace mog=73 if rnsoc90>=730 & rnsoc90<=739
(14 real changes made)

. replace mog=74 if rnsoc90>=740 & rnsoc90<=749
(0 real changes made)

. replace mog=75 if rnsoc90>=750 & rnsoc90<=759
(0 real changes made)

. replace mog=76 if rnsoc90>=760 & rnsoc90<=769
(0 real changes made)

. replace mog=77 if rnsoc90>=770 & rnsoc90<=779
(0 real changes made)

. replace mog=78 if rnsoc90>=780 & rnsoc90<=789
(0 real changes made)

. replace mog=79 if rnsoc90>=790 & rnsoc90<=799
(13 real changes made)

. 
. replace mog=80 if rnsoc90>=800 & rnsoc90<=809
(22 real changes made)

. replace mog=81 if rnsoc90>=810 & rnsoc90<=819
(8 real changes made)

. replace mog=82 if rnsoc90>=820 & rnsoc90<=829
(25 real changes made)

. replace mog=83 if rnsoc90>=830 & rnsoc90<=839
(6 real changes made)

. replace mog=84 if rnsoc90>=840 & rnsoc90<=849
(7 real changes made)

. replace mog=85 if rnsoc90>=850 & rnsoc90<=859
(36 real changes made)

. replace mog=86 if rnsoc90>=860 & rnsoc90<=869
(67 real changes made)

. replace mog=87 if rnsoc90>=870 & rnsoc90<=879
(73 real changes made)

. replace mog=88 if rnsoc90>=880 & rnsoc90<=889
(21 real changes made)

. replace mog=89 if rnsoc90>=890 & rnsoc90<=899
(26 real changes made)

. 
. replace mog=90 if rnsoc90>=900 & rnsoc90<=909
(20 real changes made)

. replace mog=91 if rnsoc90>=910 & rnsoc90<=919
(11 real changes made)

. replace mog=92 if rnsoc90>=920 & rnsoc90<=929
(19 real changes made)

. replace mog=93 if rnsoc90>=930 & rnsoc90<=939
(9 real changes made)

. replace mog=94 if rnsoc90>=940 & rnsoc90<=949
(32 real changes made)

. replace mog=95 if rnsoc90>=950 & rnsoc90<=959
(232 real changes made)

. replace mog=96 if rnsoc90>=960 & rnsoc90<=969
(0 real changes made)

. replace mog=97 if rnsoc90>=970 & rnsoc90<=979
(0 real changes made)

. replace mog=98 if rnsoc90>=980 & rnsoc90<=989
(0 real changes made)

. replace mog=99 if rnsoc90>=990 & rnsoc90<=999
(31 real changes made)

. 
. 
. gen jobfinal=. 
(3,287 missing values generated)

. replace jobfinal=1 if (mog==10 | mog==13 | mog==15)
(105 real changes made)

. replace jobfinal=2 if (mog==11 | mog==14 | mog==16)
(65 real changes made)

. replace jobfinal=3 if (mog==12)
(111 real changes made)

. replace jobfinal=4 if (mog==17)
(127 real changes made)

. replace jobfinal=5 if (mog==19)
(31 real changes made)

. replace jobfinal=6 if (mog==20 | mog==21)
(69 real changes made)

. replace jobfinal=7 if (mog==22 | mog==24 | mog==25 | mog==26 | mog==27 | mog=
> =29)
(109 real changes made)

. replace jobfinal=8 if (mog==23)
(151 real changes made)

. replace jobfinal=9 if (mog==30 | mog==31 | mog==32 | mog==33 | mog==39)
(83 real changes made)

. replace jobfinal=10 if (mog==34 | mog==37)
(134 real changes made)

. replace jobfinal=11 if (mog==35 | mog==36 | mog==38)
(76 real changes made)

. replace jobfinal=12 if (mog==40)
(53 real changes made)

. replace jobfinal=13 if (mog==41)
(137 real changes made)

. replace jobfinal=14 if (mog==42)
(50 real changes made)

. replace jobfinal=15 if (mog==43)
(92 real changes made)

. replace jobfinal=16 if (mog==44 | mog==49)
(55 real changes made)

. replace jobfinal=17 if (mog==45 | mog==46)
(130 real changes made)

. replace jobfinal=18 if (mog==50 | mog==52)
(119 real changes made)

. replace jobfinal=19 if (mog==51 | mog==53 | mog==54)
(99 real changes made)

. replace jobfinal=20 if (mog==55 | mog==56 | mog==58 | mog==59)
(96 real changes made)

. replace jobfinal=21 if (mog==60 | mog==61)
(61 real changes made)

. replace jobfinal=22 if (mog==62)
(85 real changes made)

. replace jobfinal=23 if (mog==63 | mog==66 | mog==67 | mog==69)
(61 real changes made)

. replace jobfinal=24 if (mog==64)
(107 real changes made)

. replace jobfinal=25 if (mog==65)
(71 real changes made)

. replace jobfinal=26 if (mog==70 | mog==71)
(48 real changes made)

. replace jobfinal=27 if (mog==72 | mog==73 | mog==79)
(215 real changes made)

. replace jobfinal=28 if (mog==80 | mog==81 | mog==82 | mog==83 | mog==84 | mog
> ==85 | mog==86 | mog==89)
(197 real changes made)

. replace jobfinal=29 if (mog==87 | mog==88)
(94 real changes made)

. replace jobfinal=30 if (mog==90 | mog==91 | mog==92 | mog==93 | mog==99)
(90 real changes made)

. replace jobfinal=31 if (mog==94 | mog==95)
(264 real changes made)

. 
. 
. label define soc_lbl 1"GMA" 2"PDM" 3"SM" 4"MPS" 5"OMO" 6"SET" 7"HP" 8"TPE" 9"
> API" 10"APH" 11"APB" 12"AOA" 13"NCC" 14"FRC" 15"OCW" 16"SDC" 17"SEC" 18"SMC" 
> 19"SMM" 20"SMO" 21"PSP" 22"CW" 23"PSW" 24"HW" 25"CCW" 26"BSR" 27"SW" 28"PMO" 
> 29"TO" 30"GL" 31"RWS"

. label values jobfinal soc_lbl 

. 
. 
. gen chanstat=.
(3,287 missing values generated)

. replace chanstat=0.4114 if(jobfinal==1)
(105 real changes made)

. replace chanstat=-0.0625 if(jobfinal==2)
(65 real changes made)

. replace chanstat=0.5107 if(jobfinal==3)
(111 real changes made)

. replace chanstat=-0.0453 if(jobfinal==4)
(127 real changes made)

. replace chanstat=0.2355 if(jobfinal==5)
(31 real changes made)

. replace chanstat=0.3115 if(jobfinal==6)
(69 real changes made)

. replace chanstat=0.5643 if(jobfinal==7)
(109 real changes made)

. replace chanstat=0.5017  if(jobfinal==8)
(151 real changes made)

. replace chanstat=0.3116 if(jobfinal==9)
(83 real changes made)

. replace chanstat=0.2228 if(jobfinal==10)
(134 real changes made)

. replace chanstat=0.5337 if(jobfinal==11)
(76 real changes made)

. replace chanstat=0.2274 if(jobfinal==12)
(53 real changes made)

. replace chanstat=0.2238 if(jobfinal==13)
(137 real changes made)

. replace chanstat=0.2559 if(jobfinal==14)
(50 real changes made)

. replace chanstat=0.1443 if(jobfinal==15)
(92 real changes made)

. replace chanstat=-0.3353 if(jobfinal==16)
(55 real changes made)

. replace chanstat=0.1539 if(jobfinal==17)
(130 real changes made)

. replace chanstat=-0.5014 if(jobfinal==18)
(119 real changes made)

. replace chanstat=-0.5121 if(jobfinal==19)
(99 real changes made)

. replace chanstat=-0.4072 if(jobfinal==20)
(96 real changes made)

. replace chanstat=0.2288 if(jobfinal==21)
(61 real changes made)

. replace chanstat=-0.3261 if(jobfinal==22)
(85 real changes made)

. replace chanstat=0.2261 if(jobfinal==23)
(61 real changes made)

. replace chanstat=-0.2121 if(jobfinal==24)
(107 real changes made)

. replace chanstat=0.1097 if(jobfinal==25)
(71 real changes made)

. replace chanstat=0.1193 if(jobfinal==26)
(48 real changes made)

. replace chanstat=-0.1151 if(jobfinal==27)
(215 real changes made)

. replace chanstat=-0.5589 if(jobfinal==28)
(197 real changes made)

. replace chanstat=-0.4114 if(jobfinal==29)
(94 real changes made)

. replace chanstat=-0.5979 if(jobfinal==30)
(90 real changes made)

. replace chanstat=-0.2974 if(jobfinal==31)
(264 real changes made)

. 
. label values chanstat soc_lbl

. 
. gen status=. 
(3,287 missing values generated)

. replace status=0.8686893 if(jobfinal==1)
(105 real changes made)

. replace status=0.2653986 if(jobfinal==2)
(65 real changes made)

. replace status=0.9040708 if(jobfinal==3)
(111 real changes made)

. replace status=0.093616 if(jobfinal==4)
(127 real changes made)

. replace status=0.6771903 if(jobfinal==5)
(31 real changes made)

. replace status=0.7662023 if(jobfinal==6)
(69 real changes made)

. replace status=1.097037 if(jobfinal==7)
(109 real changes made)

. replace status=1.842329  if(jobfinal==8)
(151 real changes made)

. replace status=0.6382437 if(jobfinal==9)
(83 real changes made)

. replace status=0.8581756 if(jobfinal==10)
(134 real changes made)

. replace status=1.066187 if(jobfinal==11)
(76 real changes made)

. replace status=0.3335406 if(jobfinal==12)
(53 real changes made)

. replace status=0.4343797 if(jobfinal==13)
(137 real changes made)

. replace status=0.4039141 if(jobfinal==14)
(50 real changes made)

. replace status=0.2727689 if(jobfinal==15)
(92 real changes made)

. replace status=-0.2988098 if(jobfinal==16)
(55 real changes made)

. replace status=0.4549837 if(jobfinal==17)
(130 real changes made)

. replace status=-0.8901918 if(jobfinal==18)
(119 real changes made)

. replace status=-1.174013 if(jobfinal==19)
(99 real changes made)

. replace status=-0.9848496 if(jobfinal==20)
(96 real changes made)

. replace status=-0.0442964 if(jobfinal==21)
(61 real changes made)

. replace status=-0.7247445 if(jobfinal==22)
(85 real changes made)

. replace status=-0.3768193 if(jobfinal==23)
(61 real changes made)

. replace status=-0.6460063 if(jobfinal==24)
(107 real changes made)

. replace status=-0.0574259 if(jobfinal==25)
(71 real changes made)

. replace status=0.1399988 if(jobfinal==26)
(48 real changes made)

. replace status=-0.8360533 if(jobfinal==27)
(215 real changes made)

. replace status=-1.595859 if(jobfinal==28)
(197 real changes made)

. replace status=-0.9827569 if(jobfinal==29)
(94 real changes made)

. replace status=-0.641479 if(jobfinal==30)
(90 real changes made)

. replace status=-1.130757 if(jobfinal==31)
(264 real changes made)

. 
. label values status soc_lbl

. 
. 
. gen redis=.
(3,287 missing values generated)

. replace redis=1 if redistrb==1
(242 real changes made)

. replace redis=2 if redistrb==2
(832 real changes made)

. replace redis=3 if redistrb==3
(775 real changes made)

. replace redis=4 if redistrb==4
(775 real changes made)

. replace redis=5 if redistrb==5
(127 real changes made)

. 
. gen big=.
(3,287 missing values generated)

. replace big=1 if bigbusnn==1
(312 real changes made)

. replace big=2 if bigbusnn==2
(1,189 real changes made)

. replace big=3 if bigbusnn==3
(788 real changes made)

. replace big=4 if bigbusnn==4
(416 real changes made)

. replace big=5 if bigbusnn==5
(36 real changes made)

. 
. gen fair=. 
(3,287 missing values generated)

. replace fair=1 if wealth==1
(318 real changes made)

. replace fair=2 if wealth==2
(1,366 real changes made)

. replace fair=3 if wealth==3
(698 real changes made)

. replace fair=4 if wealth==4
(348 real changes made)

. replace fair=5 if wealth==5
(21 real changes made)

. 
. gen law=.
(3,287 missing values generated)

. replace law=1 if richlaw==1
(569 real changes made)

. replace law=2 if richlaw==2
(1,063 real changes made)

. replace law=3 if richlaw==3
(624 real changes made)

. replace law=4 if richlaw==4
(456 real changes made)

. replace law=5 if richlaw==5
(47 real changes made)

. 
. gen better=.
(3,287 missing values generated)

. replace better=1 if indust4==1
(411 real changes made)

. replace better=2 if indust4==2
(1,139 real changes made)

. replace better=3 if indust4==3
(671 real changes made)

. replace better=4 if indust4==4
(484 real changes made)

. replace better=5 if indust4==5
(52 real changes made)

. 
. gen leftright= redis+big+fair+law+better
(568 missing values generated)

. 
. 
. gen trad=.
(3,287 missing values generated)

. replace trad=1 if tradvals==1
(609 real changes made)

. replace trad=2 if tradvals==2
(1,302 real changes made)

. replace trad=3 if tradvals==3
(593 real changes made)

. replace trad=4 if tradvals==4
(229 real changes made)

. replace trad=5 if tradvals==5
(18 real changes made)

. 
. gen stiff=.
(3,287 missing values generated)

. replace stiff=1 if stifsent==1
(870 real changes made)

. replace stiff=2 if stifsent==2
(1,333 real changes made)

. replace stiff=3 if stifsent==3
(399 real changes made)

. replace stiff=4 if stifsent==4
(140 real changes made)

. replace stiff=5 if stifsent==5
(16 real changes made)

. 
. gen death=.
(3,287 missing values generated)

. replace death=1 if deathapp==1
(669 real changes made)

. replace death=2 if deathapp==2
(795 real changes made)

. replace death=3 if deathapp==3
(391 real changes made)

. replace death=4 if deathapp==4
(550 real changes made)

. replace death=5 if deathapp==5
(344 real changes made)

. 
. gen school=.
(3,287 missing values generated)

. replace school=1 if obey==1
(835 real changes made)

. replace school=2 if obey==2
(1,452 real changes made)

. replace school=3 if obey==3
(305 real changes made)

. replace school=4 if obey==4
(153 real changes made)

. replace school=5 if obey==5
(11 real changes made)

. 
. gen wrong=.
(3,287 missing values generated)

. replace wrong=1 if wronglaw==1
(233 real changes made)

. replace wrong=2 if wronglaw==2
(926 real changes made)

. replace wrong=3 if wronglaw==3
(877 real changes made)

. replace wrong=4 if wronglaw==4
(624 real changes made)

. replace wrong=5 if wronglaw==5
(87 real changes made)

. 
. gen film=.
(3,287 missing values generated)

. replace film=1 if censor==1
(578 real changes made)

. replace film=2 if censor==2
(1,233 real changes made)

. replace film=3 if censor==3
(484 real changes made)

. replace film=4 if censor==4
(346 real changes made)

. replace film=5 if censor==5
(105 real changes made)

. 
. gen authlib= trad+stiff+death+school+wrong+film
(582 missing values generated)

. 
. 
. gen age=. 
(3,287 missing values generated)

. replace age= rage if rage>=18 & rage<=97
(3,282 real changes made)

. 
. tab rsex

     sex of |
 respondent |
        q35 |      Freq.     Percent        Cum.
------------+-----------------------------------
       male |      1,422       43.26       43.26
     female |      1,865       56.74      100.00
------------+-----------------------------------
      Total |      3,287      100.00

. 
. gen income=.
(3,287 missing values generated)

. replace income=1 if hhincome>=1 & hhincome<=4
(95 real changes made)

. replace income=2 if hhincome>=5 & hhincome<=9
(933 real changes made)

. replace income=3 if hhincome>=10 & hhincome<=16
(1,093 real changes made)

. replace income=4 if hhincome>=17 
(1,166 real changes made)

. 
. lab define income 1"<10k" 2"10-23k" 3"23-44k" 4">44k"

. lab val income income

. 
. gen qual=. 
(3,287 missing values generated)

. replace qual=1 if hedqual==7
(899 real changes made)

. replace qual=2 if hedqual==5
(351 real changes made)

. replace qual=3 if hedqual==4
(591 real changes made)

. replace qual=4 if hedqual==3
(421 real changes made)

. replace qual=5 if hedqual==2
(438 real changes made)

. replace qual=6 if hedqual==1
(497 real changes made)

. 
. lab def qual 1"no qual" 2"CSE" 3"O'LEVEL" 4"A'LEVEL" 5"SUBDEGREE" 6"DEGREE"

. lab val qual qual

. 
. gen nssec=.
(3,287 missing values generated)

. replace nssec=1 if rnssec==2
(126 real changes made)

. replace nssec=2 if rnssec>=3.1 & rnssec<=3.4
(209 real changes made)

. replace nssec=3 if rnssec>=4 & rnssec<=6
(743 real changes made)

. replace nssec=4 if rnssec>=7 & rnssec<=7.4
(428 real changes made)

. replace nssec=5 if rnssec>=8 & rnssec<=9.2
(249 real changes made)

. replace nssec=6 if rnssec>=10 & rnssec<=11.2
(391 real changes made)

. replace nssec=7 if rnssec>=12 & rnssec<=12.7
(587 real changes made)

. replace nssec=8 if rnssec>=13 & rnssec<=13.5
(474 real changes made)

. 
. lab def nssec 1"1.1" 2"1.2" 3"2" 4"3" 5"4" 6"5" 7"6" 8"7"

. lab val nssec nssec

. 
. 
. egen mean_status = mean(status)

. egen sd_status = sd(status)

. gen status_z = (status - mean_status) / sd_status
(102 missing values generated)

. 
. egen mean_chanstat= mean(chanstat)

. egen sd_chanstat = sd(chanstat)

. gen chanstat_z = (chanstat - mean_chanstat) / sd_chanstat
(102 missing values generated)

. 
. keep if !missing(leftright, age, rsex, income, qual, nssec, status_z, chansta
> t_z, authlib)
(749 observations deleted)

. 
. collect clear

. regress leftright age rsex ib1.income ib1.qual ib3.nssec status_z

      Source |       SS           df       MS      Number of obs   =     2,538
-------------+----------------------------------   F(18, 2519)     =     17.74
       Model |  3916.30461        18  217.572479   Prob > F        =    0.0000
    Residual |  30886.1918     2,519  12.2612909   R-squared       =    0.1125
-------------+----------------------------------   Adj R-squared   =    0.1062
       Total |  34802.4965     2,537  13.7179726   Root MSE        =    3.5016

------------------------------------------------------------------------------
   leftright | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
         age |  -.0006035   .0048032    -0.13   0.900    -.0100221    .0088151
        rsex |     .58985   .1517939     3.89   0.000     .2921965    .8875036
             |
      income |
     10-23k  |   -.336666    .465248    -0.72   0.469    -1.248974    .5756416
     23-44k  |   .5797415   .4618349     1.26   0.209    -.3258735    1.485356
       >44k  |   1.195161   .4659837     2.56   0.010     .2814107    2.108911
             |
        qual |
        CSE  |   .4647877   .2602888     1.79   0.074    -.0456141    .9751895
    O'LEVEL  |   .8687205   .2351216     3.69   0.000      .407669    1.329772
    A'LEVEL  |   .8460088   .2689695     3.15   0.002     .3185848    1.373433
  SUBDEGREE  |   1.017967   .2674046     3.81   0.000     .4936114    1.542322
     DEGREE  |   .3986661   .2952149     1.35   0.177    -.1802226    .9775549
             |
       nssec |
        1.1  |   .9869646    .375131     2.63   0.009     .2513679    1.722561
        1.2  |   .6176244   .3108404     1.99   0.047     .0080954    1.227153
          3  |  -.0914536   .2517808    -0.36   0.716    -.5851721     .402265
          4  |   .7320339   .3200322     2.29   0.022     .1044807    1.359587
          5  |  -.8778922   .3226087    -2.72   0.007    -1.510498   -.2452868
          6  |  -.7484837   .2910487    -2.57   0.010    -1.319203   -.1777646
          7  |  -1.475275   .3294305    -4.48   0.000    -2.121257   -.8292925
             |
    status_z |   .0344671   .1208815     0.29   0.776    -.2025702    .2715043
       _cons |   11.05611   .6130633    18.03   0.000     9.853954    12.25827
------------------------------------------------------------------------------

. etable

--------------------------------------------------
                                         leftright
--------------------------------------------------
age                                         -0.001
                                           (0.005)
sex of respondent                    q35     0.590
                                           (0.152)
income                                            
  10-23k                                    -0.337
                                           (0.465)
  23-44k                                     0.580
                                           (0.462)
  >44k                                       1.195
                                           (0.466)
qual                                              
  CSE                                        0.465
                                           (0.260)
  O'LEVEL                                    0.869
                                           (0.235)
  A'LEVEL                                    0.846
                                           (0.269)
  SUBDEGREE                                  1.018
                                           (0.267)
  DEGREE                                     0.399
                                           (0.295)
nssec                                             
  1.1                                        0.987
                                           (0.375)
  1.2                                        0.618
                                           (0.311)
  3                                         -0.091
                                           (0.252)
  4                                          0.732
                                           (0.320)
  5                                         -0.878
                                           (0.323)
  6                                         -0.748
                                           (0.291)
  7                                         -1.475
                                           (0.329)
status_z                                     0.034
                                           (0.121)
Intercept                                   11.056
                                           (0.613)
Number of observations                        2538
--------------------------------------------------

. regress leftright age rsex ib1.income ib1.qual ib3.nssec chanstat_z

      Source |       SS           df       MS      Number of obs   =     2,538
-------------+----------------------------------   F(18, 2519)     =     17.75
       Model |  3916.68357        18  217.593532   Prob > F        =    0.0000
    Residual |  30885.8129     2,519  12.2611405   R-squared       =    0.1125
-------------+----------------------------------   Adj R-squared   =    0.1062
       Total |  34802.4965     2,537  13.7179726   Root MSE        =    3.5016

------------------------------------------------------------------------------
   leftright | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
         age |  -.0005435   .0047809    -0.11   0.910    -.0099183    .0088313
        rsex |   .5860503   .1532625     3.82   0.000     .2855168    .8865837
             |
      income |
     10-23k  |  -.3400303   .4653503    -0.73   0.465    -1.252539     .572478
     23-44k  |   .5771718   .4620197     1.25   0.212    -.3288055    1.483149
       >44k  |   1.190641   .4664552     2.55   0.011     .2759657    2.105316
             |
        qual |
        CSE  |   .4653343    .260174     1.79   0.074    -.0448425    .9755111
    O'LEVEL  |   .8684294   .2347906     3.70   0.000      .408027    1.328832
    A'LEVEL  |   .8464726   .2685856     3.15   0.002     .3198014    1.373144
  SUBDEGREE  |   1.020643   .2653156     3.85   0.000     .5003837    1.540902
     DEGREE  |    .401548   .2909797     1.38   0.168    -.1690359    .9721319
             |
       nssec |
        1.1  |   .9756152   .3768952     2.59   0.010      .236559    1.714671
        1.2  |   .6089439   .3125296     1.95   0.051    -.0038973    1.221785
          3  |  -.0955091   .2480987    -0.38   0.700    -.5820073     .390989
          4  |   .7367987   .3189969     2.31   0.021     .1112756    1.362322
          5  |  -.8767502    .309863    -2.83   0.005    -1.484362    -.269138
          6  |  -.7550909    .268322    -2.81   0.005    -1.281245   -.2289367
          7  |   -1.47341   .3168072    -4.65   0.000     -2.09464   -.8521814
             |
  chanstat_z |   .0376145   .1122905     0.33   0.738    -.1825767    .2578056
       _cons |   11.06345   .6136794    18.03   0.000      9.86008    12.26682
------------------------------------------------------------------------------

. etable, append

------------------------------------------------------------
                                         leftright leftright
------------------------------------------------------------
age                                         -0.001    -0.001
                                           (0.005)   (0.005)
sex of respondent                    q35     0.590     0.586
                                           (0.152)   (0.153)
income                                                      
  10-23k                                    -0.337    -0.340
                                           (0.465)   (0.465)
  23-44k                                     0.580     0.577
                                           (0.462)   (0.462)
  >44k                                       1.195     1.191
                                           (0.466)   (0.466)
qual                                                        
  CSE                                        0.465     0.465
                                           (0.260)   (0.260)
  O'LEVEL                                    0.869     0.868
                                           (0.235)   (0.235)
  A'LEVEL                                    0.846     0.846
                                           (0.269)   (0.269)
  SUBDEGREE                                  1.018     1.021
                                           (0.267)   (0.265)
  DEGREE                                     0.399     0.402
                                           (0.295)   (0.291)
nssec                                                       
  1.1                                        0.987     0.976
                                           (0.375)   (0.377)
  1.2                                        0.618     0.609
                                           (0.311)   (0.313)
  3                                         -0.091    -0.096
                                           (0.252)   (0.248)
  4                                          0.732     0.737
                                           (0.320)   (0.319)
  5                                         -0.878    -0.877
                                           (0.323)   (0.310)
  6                                         -0.748    -0.755
                                           (0.291)   (0.268)
  7                                         -1.475    -1.473
                                           (0.329)   (0.317)
status_z                                     0.034          
                                           (0.121)          
chanstat_z                                             0.038
                                                     (0.112)
Intercept                                   11.056    11.063
                                           (0.613)   (0.614)
Number of observations                        2538      2538
------------------------------------------------------------

. 
. regress authlib age rsex ib1.income ib1.qual ib1.nssec c.status_z

      Source |       SS           df       MS      Number of obs   =     2,538
-------------+----------------------------------   F(18, 2519)     =     30.43
       Model |  7084.77896        18  393.598831   Prob > F        =    0.0000
    Residual |  32587.1237     2,519  12.9365318   R-squared       =    0.1786
-------------+----------------------------------   Adj R-squared   =    0.1727
       Total |  39671.9027     2,537  15.6373286   Root MSE        =    3.5967

------------------------------------------------------------------------------
     authlib | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
         age |  -.0296075   .0049337    -6.00   0.000    -.0392819    -.019933
        rsex |   .0308613   .1559176     0.20   0.843    -.2748785     .336601
             |
      income |
     10-23k  |  -1.057281   .4778871    -2.21   0.027    -1.994373   -.1201892
     23-44k  |  -.7625963   .4743814    -1.61   0.108    -1.692814     .167621
       >44k  |  -.9119819   .4786428    -1.91   0.057    -1.850556    .0265917
             |
        qual |
        CSE  |    .752411   .2673599     2.81   0.005     .2281434    1.276679
    O'LEVEL  |   .7525796   .2415091     3.12   0.002     .2790029    1.226156
    A'LEVEL  |   1.164663   .2762764     4.22   0.000     .6229108    1.706415
  SUBDEGREE  |   1.313362    .274669     4.78   0.000     .7747621    1.851963
     DEGREE  |   3.444299   .3032348    11.36   0.000     2.849684    4.038914
             |
       nssec |
        1.2  |  -.3975198   .4468853    -0.89   0.374     -1.27382    .4787803
          2  |  -.3475156    .385322    -0.90   0.367    -1.103096    .4080646
          3  |  -.5226906   .4227421    -1.24   0.216    -1.351648     .306267
          4  |   -.526962   .4622288    -1.14   0.254    -1.433349    .3794252
          5  |  -.6369497   .4656849    -1.37   0.172    -1.550114    .2762146
          6  |  -.6416179   .4492641    -1.43   0.153    -1.522583    .2393468
          7  |    -.28116   .4753087    -0.59   0.554    -1.213196    .6508758
             |
    status_z |    .421383   .1241654     3.39   0.001     .1779063    .6648597
       _cons |   15.41393   .6972306    22.11   0.000     14.04673    16.78114
------------------------------------------------------------------------------

. etable, append

--------------------------------------------------------------------
                                         leftright leftright authlib
--------------------------------------------------------------------
age                                         -0.001    -0.001        
                                           (0.005)   (0.005)        
sex of respondent                    q35     0.590     0.586        
                                           (0.152)   (0.153)        
income                                                              
  10-23k                                    -0.337    -0.340        
                                           (0.465)   (0.465)        
  23-44k                                     0.580     0.577        
                                           (0.462)   (0.462)        
  >44k                                       1.195     1.191        
                                           (0.466)   (0.466)        
qual                                                                
  CSE                                        0.465     0.465        
                                           (0.260)   (0.260)        
  O'LEVEL                                    0.869     0.868        
                                           (0.235)   (0.235)        
  A'LEVEL                                    0.846     0.846        
                                           (0.269)   (0.269)        
  SUBDEGREE                                  1.018     1.021        
                                           (0.267)   (0.265)        
  DEGREE                                     0.399     0.402        
                                           (0.295)   (0.291)        
nssec                                                               
  1.1                                        0.987     0.976        
                                           (0.375)   (0.377)        
  1.2                                        0.618     0.609        
                                           (0.311)   (0.313)        
  3                                         -0.091    -0.096        
                                           (0.252)   (0.248)        
  4                                          0.732     0.737        
                                           (0.320)   (0.319)        
  5                                         -0.878    -0.877        
                                           (0.323)   (0.310)        
  6                                         -0.748    -0.755        
                                           (0.291)   (0.268)        
  7                                         -1.475    -1.473        
                                           (0.329)   (0.317)        
status_z                                     0.034                  
                                           (0.121)                  
chanstat_z                                             0.038        
                                                     (0.112)        
Intercept                                   11.056    11.063        
                                           (0.613)   (0.614)        
age                                                           -0.030
                                                             (0.005)
sex of respondent                    q35                       0.031
                                                             (0.156)
income                                                              
  10-23k                                                      -1.057
                                                             (0.478)
  23-44k                                                      -0.763
                                                             (0.474)
  >44k                                                        -0.912
                                                             (0.479)
qual                                                                
  CSE                                                          0.752
                                                             (0.267)
  O'LEVEL                                                      0.753
                                                             (0.242)
  A'LEVEL                                                      1.165
                                                             (0.276)
  SUBDEGREE                                                    1.313
                                                             (0.275)
  DEGREE                                                       3.444
                                                             (0.303)
nssec                                                               
  1.2                                                         -0.398
                                                             (0.447)
  2                                                           -0.348
                                                             (0.385)
  3                                                           -0.523
                                                             (0.423)
  4                                                           -0.527
                                                             (0.462)
  5                                                           -0.637
                                                             (0.466)
  6                                                           -0.642
                                                             (0.449)
  7                                                           -0.281
                                                             (0.475)
status_z                                                       0.421
                                                             (0.124)
Intercept                                                     15.414
                                                             (0.697)
Number of observations                        2538      2538    2538
--------------------------------------------------------------------

. 
. margins, at(status_z=(-1.60(0.12)2.10)) atmeans saving(plot1, replace)

Adjusted predictions                                     Number of obs = 2,538
Model VCE: OLS

Expression: Linear prediction, predict()
1._at:  age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     -1.6
2._at:  age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =    -1.48
3._at:  age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =    -1.36
4._at:  age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =    -1.24
5._at:  age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =    -1.12
6._at:  age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =       -1
7._at:  age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     -.88
8._at:  age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     -.76
9._at:  age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     -.64
10._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     -.52
11._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =      -.4
12._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     -.28
13._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     -.16
14._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     -.04
15._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =      .08
16._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =       .2
17._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =      .32
18._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =      .44
19._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =      .56
20._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =      .68
21._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =       .8
22._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =      .92
23._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     1.04
24._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     1.16
25._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     1.28
26._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =      1.4
27._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     1.52
28._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     1.64
29._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     1.76
30._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =     1.88
31._at: age      = 48.58392 (mean)
        rsex     = 1.562254 (mean)
        1.income = .0248227 (mean)
        2.income = .2698976 (mean)
        3.income =  .356186 (mean)
        4.income = .3490938 (mean)
        1.qual   =  .248227 (mean)
        2.qual   = .1122931 (mean)
        3.qual   = .1918834 (mean)
        4.qual   = .1375099 (mean)
        5.qual   =  .144208 (mean)
        6.qual   = .1658786 (mean)
        1.nssec  = .0413712 (mean)
        2.nssec  =  .070134 (mean)
        3.nssec  = .2431048 (mean)
        4.nssec  = .1363278 (mean)
        5.nssec  = .0748621 (mean)
        6.nssec  = .1170213 (mean)
        7.nssec  = .1851852 (mean)
        8.nssec  = .1319937 (mean)
        status_z =        2

------------------------------------------------------------------------------
             |            Delta-method
             |     Margin   std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
         _at |
          1  |   13.17039   .2156339    61.08   0.000     12.74755    13.59322
          2  |   13.22095   .2016348    65.57   0.000     12.82557    13.61634
          3  |   13.27152   .1877743    70.68   0.000     12.90331    13.63973
          4  |   13.32208   .1740857    76.53   0.000     12.98072    13.66345
          5  |   13.37265   .1606128    83.26   0.000      13.0577     13.6876
          6  |   13.42322   .1474147    91.06   0.000     13.13415    13.71228
          7  |   13.47378   .1345725   100.12   0.000      13.2099    13.73767
          8  |   13.52435   .1221983   110.68   0.000     13.28473    13.76397
          9  |   13.57491   .1104496   122.91   0.000     13.35833     13.7915
         10  |   13.62548    .099548   136.87   0.000     13.43028    13.82068
         11  |   13.67605   .0898025   152.29   0.000     13.49995    13.85214
         12  |   13.72661   .0816285   168.16   0.000     13.56655    13.88668
         13  |   13.77718   .0755376   182.39   0.000     13.62906     13.9253
         14  |   13.82774   .0720602   191.89   0.000     13.68644    13.96905
         15  |   13.87831    .071578   193.89   0.000     13.73795    14.01867
         16  |   13.92888   .0741496   187.85   0.000     13.78348    14.07428
         17  |   13.97944   .0794791   175.89   0.000     13.82359    14.13529
         18  |   14.03001   .0870615   161.15   0.000     13.85929    14.20073
         19  |   14.08057   .0963665   146.11   0.000     13.89161    14.26954
         20  |   14.13114   .1069453   132.13   0.000     13.92143    14.34085
         21  |   14.18171   .1184572   119.72   0.000     13.94942    14.41399
         22  |   14.23227   .1306558   108.93   0.000     13.97607    14.48848
         23  |   14.28284   .1433658    99.63   0.000     14.00171    14.56396
         24  |    14.3334   .1564628    91.61   0.000     14.02659    14.64021
         25  |   14.38397   .1698572    84.68   0.000      14.0509    14.71704
         26  |   14.43454   .1834839    78.67   0.000     14.07474    14.79433
         27  |    14.4851   .1972947    73.42   0.000     14.09823    14.87198
         28  |   14.53567   .2112536    68.81   0.000     14.12142    14.94992
         29  |   14.58623   .2253331    64.73   0.000     14.14438    15.02809
         30  |    14.6368   .2395118    61.11   0.000     14.16714    15.10646
         31  |   14.68737   .2537732    57.88   0.000     14.18974    15.18499
------------------------------------------------------------------------------

. 
. 
. marginsplot, ciopts(fcolor(blue%20)) ///
>     title("Effect of Social Status on Libertarian-Authoritarian Axis") ///
>     ytitle("Predicted Libertarian-Authoritarian Score") ///
>     xtitle("Social Status") ///
>     plotopts(lwidth(medium)) ///
>     recast(line) ///
>     xscale(range(-1.64 2.11)) ///
>         name(plot1, replace) 

Variables that uniquely identify margins: status_z

. 
. 
. 
. 
. regress authlib age rsex ib1.income ib1.qual ib1.nssec c.chanstat_z

      Source |       SS           df       MS      Number of obs   =     2,538
-------------+----------------------------------   F(18, 2519)     =     29.92
       Model |  6987.13517        18  388.174176   Prob > F        =    0.0000
    Residual |  32684.7675     2,519  12.9752948   R-squared       =    0.1761
-------------+----------------------------------   Adj R-squared   =    0.1702
       Total |  39671.9027     2,537  15.6373286   Root MSE        =    3.6021

------------------------------------------------------------------------------
     authlib | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
         age |  -.0282962   .0049181    -5.75   0.000    -.0379402   -.0186523
        rsex |   .0543552   .1576628     0.34   0.730    -.2548067    .3635171
             |
      income |
     10-23k  |   -1.07814   .4787107    -2.25   0.024    -2.016847   -.1394333
     23-44k  |  -.7580447   .4752846    -1.59   0.111    -1.690033    .1739437
       >44k  |  -.9160163   .4798474    -1.91   0.056    -1.856952    .0249194
             |
        qual |
        CSE  |   .7744726   .2676437     2.89   0.004     .2496484    1.299297
    O'LEVEL  |   .7972014   .2415316     3.30   0.001     .3235806    1.270822
    A'LEVEL  |   1.208467   .2762968     4.37   0.000     .6666753     1.75026
  SUBDEGREE  |   1.408461    .272933     5.16   0.000     .8732651    1.943657
     DEGREE  |   3.589804   .2993339    11.99   0.000     3.002838     4.17677
             |
       nssec |
        1.2  |  -.3707112    .447521    -0.83   0.408    -1.248258    .5068355
          2  |  -.2837211   .3877161    -0.73   0.464    -1.043996    .4765538
          3  |  -.5802602   .4254946    -1.36   0.173    -1.414615    .2540948
          4  |  -.6348212   .4721416    -1.34   0.179    -1.560647    .2910042
          5  |  -.8836546   .4705605    -1.88   0.061     -1.80638    .0390703
          6  |  -.9067967   .4457178    -2.03   0.042    -1.780808   -.0327859
          7  |  -.5381337   .4807012    -1.12   0.263    -1.480744    .4044762
             |
  chanstat_z |   .2298007   .1155144     1.99   0.047     .0032877    .4563136
       _cons |   15.38097   .6983036    22.03   0.000     14.01166    16.75027
------------------------------------------------------------------------------

. etable, append

----------------------------------------------------------------------------
                                         leftright leftright authlib authlib
----------------------------------------------------------------------------
age                                         -0.001    -0.001                
                                           (0.005)   (0.005)                
sex of respondent                    q35     0.590     0.586                
                                           (0.152)   (0.153)                
income                                                                      
  10-23k                                    -0.337    -0.340                
                                           (0.465)   (0.465)                
  23-44k                                     0.580     0.577                
                                           (0.462)   (0.462)                
  >44k                                       1.195     1.191                
                                           (0.466)   (0.466)                
qual                                                                        
  CSE                                        0.465     0.465                
                                           (0.260)   (0.260)                
  O'LEVEL                                    0.869     0.868                
                                           (0.235)   (0.235)                
  A'LEVEL                                    0.846     0.846                
                                           (0.269)   (0.269)                
  SUBDEGREE                                  1.018     1.021                
                                           (0.267)   (0.265)                
  DEGREE                                     0.399     0.402                
                                           (0.295)   (0.291)                
nssec                                                                       
  1.1                                        0.987     0.976                
                                           (0.375)   (0.377)                
  1.2                                        0.618     0.609                
                                           (0.311)   (0.313)                
  3                                         -0.091    -0.096                
                                           (0.252)   (0.248)                
  4                                          0.732     0.737                
                                           (0.320)   (0.319)                
  5                                         -0.878    -0.877                
                                           (0.323)   (0.310)                
  6                                         -0.748    -0.755                
                                           (0.291)   (0.268)                
  7                                         -1.475    -1.473                
                                           (0.329)   (0.317)                
status_z                                     0.034                          
                                           (0.121)                          
chanstat_z                                             0.038                
                                                     (0.112)                
Intercept                                   11.056    11.063                
                                           (0.613)   (0.614)                
age                                                           -0.030  -0.028
                                                             (0.005) (0.005)
sex of respondent                    q35                       0.031   0.054
                                                             (0.156) (0.158)
income                                                                      
  10-23k                                                      -1.057  -1.078
                                                             (0.478) (0.479)
  23-44k                                                      -0.763  -0.758
                                                             (0.474) (0.475)
  >44k                                                        -0.912  -0.916
                                                             (0.479) (0.480)
qual                                                                        
  CSE                                                          0.752   0.774
                                                             (0.267) (0.268)
  O'LEVEL                                                      0.753   0.797
                                                             (0.242) (0.242)
  A'LEVEL                                                      1.165   1.208
                                                             (0.276) (0.276)
  SUBDEGREE                                                    1.313   1.408
                                                             (0.275) (0.273)
  DEGREE                                                       3.444   3.590
                                                             (0.303) (0.299)
nssec                                                                       
  1.2                                                         -0.398  -0.371
                                                             (0.447) (0.448)
  2                                                           -0.348  -0.284
                                                             (0.385) (0.388)
  3                                                           -0.523  -0.580
                                                             (0.423) (0.425)
  4                                                           -0.527  -0.635
                                                             (0.462) (0.472)
  5                                                           -0.637  -0.884
                                                             (0.466) (0.471)
  6                                                           -0.642  -0.907
                                                             (0.449) (0.446)
  7                                                           -0.281  -0.538
                                                             (0.475) (0.481)
status_z                                                       0.421        
                                                             (0.124)        
chanstat_z                                                             0.230
                                                                     (0.116)
Intercept                                                     15.414  15.381
                                                             (0.697) (0.698)
Number of observations                        2538      2538    2538    2538
----------------------------------------------------------------------------

. 
. margins, at(chanstat_z=(-1.62(0.10)1.60)) atmeans saving(plot2, replace)

Adjusted predictions                                     Number of obs = 2,538
Model VCE: OLS

Expression: Linear prediction, predict()
1._at:  age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =    -1.62
2._at:  age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =    -1.52
3._at:  age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =    -1.42
4._at:  age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =    -1.32
5._at:  age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =    -1.22
6._at:  age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =    -1.12
7._at:  age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =    -1.02
8._at:  age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     -.92
9._at:  age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     -.82
10._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     -.72
11._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     -.62
12._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     -.52
13._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     -.42
14._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     -.32
15._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     -.22
16._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     -.12
17._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     -.02
18._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =      .08
19._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =      .18
20._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =      .28
21._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =      .38
22._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =      .48
23._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =      .58
24._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =      .68
25._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =      .78
26._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =      .88
27._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =      .98
28._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     1.08
29._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     1.18
30._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     1.28
31._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     1.38
32._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     1.48
33._at: age        = 48.58392 (mean)
        rsex       = 1.562254 (mean)
        1.income   = .0248227 (mean)
        2.income   = .2698976 (mean)
        3.income   =  .356186 (mean)
        4.income   = .3490938 (mean)
        1.qual     =  .248227 (mean)
        2.qual     = .1122931 (mean)
        3.qual     = .1918834 (mean)
        4.qual     = .1375099 (mean)
        5.qual     =  .144208 (mean)
        6.qual     = .1658786 (mean)
        1.nssec    = .0413712 (mean)
        2.nssec    =  .070134 (mean)
        3.nssec    = .2431048 (mean)
        4.nssec    = .1363278 (mean)
        5.nssec    = .0748621 (mean)
        6.nssec    = .1170213 (mean)
        7.nssec    = .1851852 (mean)
        8.nssec    = .1319937 (mean)
        chanstat_z =     1.58

------------------------------------------------------------------------------
             |            Delta-method
             |     Margin   std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
         _at |
          1  |   13.47883   .2049423    65.77   0.000     13.07695     13.8807
          2  |   13.50181   .1941586    69.54   0.000     13.12108    13.88253
          3  |   13.52479   .1834682    73.72   0.000     13.16502    13.88455
          4  |   13.54777   .1728888    78.36   0.000     13.20875    13.88679
          5  |   13.57075   .1624417    83.54   0.000     13.25221    13.88928
          6  |   13.59373   .1521545    89.34   0.000     13.29537    13.89209
          7  |   13.61671   .1420617    95.85   0.000     13.33814    13.89528
          8  |   13.63969   .1322079   103.17   0.000     13.38044    13.89893
          9  |   13.66267   .1226508   111.39   0.000     13.42216    13.90317
         10  |   13.68565   .1134653   120.62   0.000     13.46315    13.90814
         11  |   13.70863   .1047492   130.87   0.000     13.50322    13.91403
         12  |   13.73161   .0966297   142.11   0.000     13.54213    13.92109
         13  |   13.75459   .0892696   154.08   0.000     13.57954    13.92964
         14  |   13.77757   .0828716   166.25   0.000     13.61506    13.94007
         15  |   13.80055   .0776738   177.67   0.000     13.64824    13.95286
         16  |   13.82353   .0739297   186.98   0.000     13.67856     13.9685
         17  |   13.84651   .0718669   192.67   0.000     13.70558    13.98743
         18  |   13.86949   .0716309   193.62   0.000     13.72903    14.00995
         19  |   13.89247   .0732392   189.69   0.000     13.74885    14.03608
         20  |   13.91545   .0765758   181.72   0.000     13.76529    14.06561
         21  |   13.93843   .0814284   171.17   0.000     13.77875     14.0981
         22  |   13.96141   .0875454   159.48   0.000     13.78974    14.13308
         23  |   13.98439    .094682   147.70   0.000     13.79873    14.17005
         24  |   14.00737   .1026258   136.49   0.000     13.80613    14.20861
         25  |   14.03035   .1112037   126.17   0.000     13.81229    14.24841
         26  |   14.05333   .1202804   116.84   0.000     13.81747    14.28919
         27  |   14.07631   .1297511   108.49   0.000     13.82188    14.33074
         28  |   14.09929   .1395356   101.04   0.000     13.82567     14.3729
         29  |   14.12227   .1495724    94.42   0.000     13.82897    14.41557
         30  |   14.14525   .1598139    88.51   0.000     13.83187    14.45863
         31  |   14.16823   .1702232    83.23   0.000     13.83444    14.50202
         32  |   14.19121   .1807713    78.50   0.000     13.83673    14.54568
         33  |   14.21419   .1914353    74.25   0.000      13.8388    14.58958
------------------------------------------------------------------------------

. 
. marginsplot, ciopts(fcolor(blue%20)) ///
>     title("Effect of Social Status on Libertarian-Authoritarian Axis") ///
>     ytitle("Predicted Libertarian-Authoritarian Score") ///
>     xtitle("Chan-Goldthorpe Scale") ///
>     plotopts(lwidth(medium)) ///
>     recast(line) ///
>     xscale(range(-1.64 2.11)) ///
>         name(plot2, replace) ///
>         saving(plot2, replace)

Variables that uniquely identify margins: chanstat_z
file plot2.gph saved

. 
. 
. graph combine plot1 plot2, ycommon

. 
. 
. collect style showbase all

. 
. collect label levels etable_depvar 1 "Left-Right Social Status" ///
>                                                                              
>    2 "Left-Right Chan-Goldthorpe" /// 
>                                                                              
>    3 "Libertarian-Authoritarian Social Status" ///
>                                                                              
>    4 "Libertarian-Authoritarian Chan-Goldthorpe" , modify

. 
. collect style cell, font(Book Antiqua)

. 
. etable, replay column(depvar) ///
> cstat(_r_b, nformat(%4.2f))  ///
>                 cstat(_r_se, nformat(%6.2f))  ///
>                 showstars showstarsnote  ///
>                 stars(.05 "*" .01 "**" .001 "***", attach(_r_b)) ///
>                 mstat(N) mstat(aic) mstat(bic) mstat(r2_a)      ///
>                 title("Table 1: Regression Models of Poltical Axis") ///
>                 titlestyles(font(Arial Narrow, size(14) bold)) ///
>                 note("Data Source: BHPS. Adjusted for Complex Sample. N=6,959
> ") ///
>                 notestyles(font(Book Antiqua, size(8) italic)) ///
>                 export("polticalaxis.docx", replace)

Table 1: Regression Models of Poltical Axis
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                                         Left-Right Social Status Left-Right Chan-Goldthorpe Libertarian-Authoritarian Social Status Libertarian-Authoritarian Chan-Goldthorpe
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
age                                               -0.00                     -0.00                                                                                             
                                                 (0.00)                    (0.00)                                                                                             
sex of respondent                    q35           0.59 ***                  0.59 ***                                                                                         
                                                 (0.15)                    (0.15)                                                                                             
income                                                                                                                                                                        
  <10k                                             0.00                      0.00                                                                                             
                                                 (0.00)                    (0.00)                                                                                             
  10-23k                                          -0.34                     -0.34                                                                                             
                                                 (0.47)                    (0.47)                                                                                             
  23-44k                                           0.58                      0.58                                                                                             
                                                 (0.46)                    (0.46)                                                                                             
  >44k                                             1.20 *                    1.19 *                                                                                           
                                                 (0.47)                    (0.47)                                                                                             
qual                                                                                                                                                                          
  no qual                                          0.00                      0.00                                                                                             
                                                 (0.00)                    (0.00)                                                                                             
  CSE                                              0.46                      0.47                                                                                             
                                                 (0.26)                    (0.26)                                                                                             
  O'LEVEL                                          0.87 ***                  0.87 ***                                                                                         
                                                 (0.24)                    (0.23)                                                                                             
  A'LEVEL                                          0.85 **                   0.85 **                                                                                          
                                                 (0.27)                    (0.27)                                                                                             
  SUBDEGREE                                        1.02 ***                  1.02 ***                                                                                         
                                                 (0.27)                    (0.27)                                                                                             
  DEGREE                                           0.40                      0.40                                                                                             
                                                 (0.30)                    (0.29)                                                                                             
nssec                                                                                                                                                                         
  1.1                                              0.99 **                   0.98 **                                                                                          
                                                 (0.38)                    (0.38)                                                                                             
  1.2                                              0.62 *                    0.61                                                                                             
                                                 (0.31)                    (0.31)                                                                                             
  2                                                0.00                      0.00                                                                                             
                                                 (0.00)                    (0.00)                                                                                             
  3                                               -0.09                     -0.10                                                                                             
                                                 (0.25)                    (0.25)                                                                                             
  4                                                0.73 *                    0.74 *                                                                                           
                                                 (0.32)                    (0.32)                                                                                             
  5                                               -0.88 **                  -0.88 **                                                                                          
                                                 (0.32)                    (0.31)                                                                                             
  6                                               -0.75 *                   -0.76 **                                                                                          
                                                 (0.29)                    (0.27)                                                                                             
  7                                               -1.48 ***                 -1.47 ***                                                                                         
                                                 (0.33)                    (0.32)                                                                                             
status_z                                           0.03                                                                                                                       
                                                 (0.12)                                                                                                                       
chanstat_z                                                                   0.04                                                                                             
                                                                           (0.11)                                                                                             
Intercept                                         11.06 ***                 11.06 ***                                                                                         
                                                 (0.61)                    (0.61)                                                                                             
age                                                                                                           -0.03 ***                                -0.03 ***              
                                                                                                             (0.00)                                   (0.00)                  
sex of respondent                    q35                                                                       0.03                                     0.05                  
                                                                                                             (0.16)                                   (0.16)                  
income                                                                                                                                                                        
  <10k                                                                                                         0.00                                     0.00                  
                                                                                                             (0.00)                                   (0.00)                  
  10-23k                                                                                                      -1.06 *                                  -1.08 *                
                                                                                                             (0.48)                                   (0.48)                  
  23-44k                                                                                                      -0.76                                    -0.76                  
                                                                                                             (0.47)                                   (0.48)                  
  >44k                                                                                                        -0.91                                    -0.92                  
                                                                                                             (0.48)                                   (0.48)                  
qual                                                                                                                                                                          
  no qual                                                                                                      0.00                                     0.00                  
                                                                                                             (0.00)                                   (0.00)                  
  CSE                                                                                                          0.75 **                                  0.77 **               
                                                                                                             (0.27)                                   (0.27)                  
  O'LEVEL                                                                                                      0.75 **                                  0.80 ***              
                                                                                                             (0.24)                                   (0.24)                  
  A'LEVEL                                                                                                      1.16 ***                                 1.21 ***              
                                                                                                             (0.28)                                   (0.28)                  
  SUBDEGREE                                                                                                    1.31 ***                                 1.41 ***              
                                                                                                             (0.27)                                   (0.27)                  
  DEGREE                                                                                                       3.44 ***                                 3.59 ***              
                                                                                                             (0.30)                                   (0.30)                  
nssec                                                                                                                                                                         
  1.1                                                                                                          0.00                                     0.00                  
                                                                                                             (0.00)                                   (0.00)                  
  1.2                                                                                                         -0.40                                    -0.37                  
                                                                                                             (0.45)                                   (0.45)                  
  2                                                                                                           -0.35                                    -0.28                  
                                                                                                             (0.39)                                   (0.39)                  
  3                                                                                                           -0.52                                    -0.58                  
                                                                                                             (0.42)                                   (0.43)                  
  4                                                                                                           -0.53                                    -0.63                  
                                                                                                             (0.46)                                   (0.47)                  
  5                                                                                                           -0.64                                    -0.88                  
                                                                                                             (0.47)                                   (0.47)                  
  6                                                                                                           -0.64                                    -0.91 *                
                                                                                                             (0.45)                                   (0.45)                  
  7                                                                                                           -0.28                                    -0.54                  
                                                                                                             (0.48)                                   (0.48)                  
status_z                                                                                                       0.42 ***                                                       
                                                                                                             (0.12)                                                           
chanstat_z                                                                                                                                              0.23 *                
                                                                                                                                                      (0.12)                  
Intercept                                                                                                     15.41 ***                                15.38 ***              
                                                                                                             (0.70)                                   (0.70)                  
Number of observations                             2538                      2538                              2538                                     2538                  
AIC                                            13582.82                  13582.79                          13718.88                                 13726.47                  
BIC                                            13693.77                  13693.74                          13829.82                                 13837.42                  
Adjusted R-squared                                 0.11                      0.11                              0.17                                     0.17                  
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
*** p<.001, ** p<.01, * p<.05
Data Source: BHPS. Adjusted for Complex Sample. N=6,959
(collection ETable exported to file polticalaxis.docx)

. 

The size of this difference is better represented through marginal effects. The predicted probabilities at means are presented for each social status measure in each model. The probabilities are presented in figure XXXX. As can be seen the larger point estimate of my social status measure shows a much steeper gradient comparative to the Chan-Goldthorpe measure. The Chan-Goldthorpe measure presents the view that across the status scale there is a range of 13.48 to 14.21 on the authoritarian axis. For my social status measure there is a range of 13.17 to 14.69. My social status measure sees an extension on both extreme ends of the range of the authoritarian axis. Using my measure of social status, you would conclude that there is a larger influence of social status on the libertarian-authoritarian axis. Some may argue that this difference is relatively small, however this model amongst prior models have made it clear that my status measure appears to capture more ‘status’ through its addition of Weberian status concepts compared to the simple measure deployed by Chan-Goldthorpe.

Conclusion

In this paper I have outlined current issues with Weberian constructions of social status as they exist in the Chan-Goldthorpe scale. This paper has outlined the theoretical issues with the partially Weberian operationalisation of social status and have provided an appropriate sociological justification for the inclusion of other aspects of Weberian social status to be included in any measure of status. This paper then follows a research programme adopting my theoretical recommendations into a newly operationalised measure of social status that is based in part on the original work coined by Chan and Goldthorpe (2004, 2007). Combining a MDSCAL method of homophily based on marriage occupational similarity with a factor analysis combining important aspects of Weberian social status: cultural consumption, friendship closeness, and monopolistic acquisition produces in this papers view an appropriate measure of social status that adequately captures the Weberian determinants of status that prior measures leave out. This construction is then directly compared with the Chan-Goldthorpe scale and the Cambridge scale to assess the relative similarity/difference in their use for statistical inference. This comparison is done in a variety of ways. Firstly, a basic assessment and comparison of my measure with education, income, and social class sees a relatively similar outcome to that of the Chan-Goldthorpe scale. On closer inspection using multiple different models assessing key elements of social status related to: cultural consumption, behaviours, attitudes, and life chances presents clear differences between my own measure and the Chan-Goldthorpe scale. These differences, in this papers view, are attributable to my social status measure being better capable of capturing the salient qualities of Weberian social status. In particular these differences appear in the form of wiping away social class-based effects compared to the Chan-Goldthorpe scale, and in certain models presenting a more sensitive overall measure of social status. In key areas both measures present identical results – in the case of life chances, but in areas of like attitudes, behaviours, and consumption, my status measure appears to be more sensitivity and salient to Weberian social status compared to the Chan-Goldthorpe scale.

There are several areas of limitations regarding the social status measure presented in this paper. The first concerns the lack of loading of emerging cultural consumption to the status measure. This may be a result of inappropriate or lack of sufficient emerging cultural consumption measures within the BHPS that thereby limits the loading used in the factor analysis. Recent analysis however appears to present an alternative view that emerging cultural consumption is no longer an effective proxy of social status as more and more elites consume emerging cultural aspects (Friedman and Reeves, 2024). Highbrow cultural consumption according to Friedman and Reeves (2024) continues to be a stratifying influence and also provides evidence as to why my highbrow measure loads well onto social status but the emerging measure does not.

The second limitation rests on the measures used to produce a friendship closeness variable. Weber speaks to closeness as a matter of ‘who you would sit down and eat dinner with’. No measure like this exists within the BHPS. The best alternative was a variety of measures related to how close an individual is with their best friends. This presented an interesting result whereby the less close individuals are with their best friends the higher social status that individual typically has. This specific role needs greater investigation.

The final weakness identified in this paper relates to social status only being constructed under a SOC 90 framework. For this status measure to be widely adopted, serval social status measures need to be constructed using multiple SOC versions. This is possible, though different surveys may need to be utilised to achieve this goal.

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