User:Staeiou/Journal/XLinkBot/WelcomeG
This test was for z97 vs z98: en:Template:Welcomeg-rand
# of edits after
[edit]> summary(glm(edits_after ~ is_new*(ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = edits_after ~ is_new * (ns0_before + ns1_before +
ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-27.186 -4.647 -3.146 0.117 140.353
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 2.60692 0.68249 3.820 0.000143 ***
is_new 1.57196 0.96764 1.625 0.104604
ns0_before 0.53918 0.11758 4.586 5.15e-06 ***
ns1_before 0.40699 2.53793 0.160 0.872630
ns2_before -0.18822 1.13716 -0.166 0.868574
ns3_before 29.34446 9.61628 3.052 0.002342 **
ns4_before 6.67165 2.59498 2.571 0.010297 *
ns5_before -1.30437 3.49252 -0.373 0.708880
is_new:ns0_before -0.07125 0.15812 -0.451 0.652397
is_new:ns1_before 4.60816 3.05488 1.508 0.131781
is_new:ns2_before 1.37226 1.39276 0.985 0.324743
is_new:ns3_before -31.80410 10.56944 -3.009 0.002692 **
is_new:ns4_before -7.82620 3.72657 -2.100 0.035991 *
is_new:ns5_before 5.73733 12.70547 0.452 0.651690
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 133.389)
Null deviance: 137177 on 933 degrees of freedom
Residual deviance: 122718 on 920 degrees of freedom
AIC: 7236.8
Number of Fisher Scoring iterations: 2
Article edits after
[edit]
> summary(glm(formula = ns0_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = ns0_after ~ is_new * (ns0_before + ns1_before +
ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-17.432 -4.069 -2.961 0.038 140.931
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 2.50819 0.62762 3.996 6.95e-05 ***
is_new 1.08668 0.88985 1.221 0.2223
ns0_before 0.45286 0.10813 4.188 3.08e-05 ***
ns1_before 0.17132 2.33390 0.073 0.9415
ns2_before -0.49074 1.04574 -0.469 0.6390
ns3_before 19.20642 8.84323 2.172 0.0301 *
ns4_before 4.06694 2.38637 1.704 0.0887 .
ns5_before -1.46944 3.21176 -0.458 0.6474
is_new:ns0_before 0.02141 0.14541 0.147 0.8830
is_new:ns1_before 4.50978 2.80930 1.605 0.1088
is_new:ns2_before 0.81106 1.28079 0.633 0.5267
is_new:ns3_before -21.44608 9.71977 -2.206 0.0276 *
is_new:ns4_before -5.00506 3.42699 -1.460 0.1445
is_new:ns5_before -0.20130 11.68408 -0.017 0.9863
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 112.8049)
Null deviance: 113106 on 933 degrees of freedom
Residual deviance: 103781 on 920 degrees of freedom
AIC: 7080.2
Number of Fisher Scoring iterations: 2
Article talk after
[edit]
> summary(glm(formula = ns1_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = ns1_after ~ is_new * (ns0_before + ns1_before +
ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-5.3111 -0.0940 -0.0846 -0.0605 21.2835
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -0.006599 0.059177 -0.112 0.91124
is_new 0.093676 0.083902 1.116 0.26450
ns0_before 0.033533 0.010195 3.289 0.00104 **
ns1_before 0.235083 0.220058 1.068 0.28567
ns2_before 0.186592 0.098600 1.892 0.05875 .
ns3_before 5.116485 0.833806 6.136 1.25e-09 ***
ns4_before 1.393257 0.225005 6.192 8.93e-10 ***
ns5_before -0.021388 0.302829 -0.071 0.94371
is_new:ns0_before -0.034372 0.013711 -2.507 0.01235 *
is_new:ns1_before -0.075652 0.264882 -0.286 0.77525
is_new:ns2_before -0.049385 0.120763 -0.409 0.68268
is_new:ns3_before -4.787278 0.916452 -5.224 2.17e-07 ***
is_new:ns4_before -1.483731 0.323122 -4.592 5.00e-06 ***
is_new:ns5_before -0.750887 1.101662 -0.682 0.49567
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 1.00285)
Null deviance: 1135.91 on 933 degrees of freedom
Residual deviance: 922.62 on 920 degrees of freedom
AIC: 2669.1
Number of Fisher Scoring iterations: 2
User edits after
[edit]
> summary(glm(formula = ns2_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = ns2_after ~ is_new * (ns0_before + ns1_before +
ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.814 -0.249 -0.174 -0.114 47.751
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.09491 0.12672 0.749 0.454
is_new 0.17318 0.17966 0.964 0.335
ns0_before 0.01958 0.02183 0.897 0.370
ns1_before -0.09040 0.47122 -0.192 0.848
ns2_before -0.02193 0.21114 -0.104 0.917
ns3_before -0.09266 1.78546 -0.052 0.959
ns4_before -0.17733 0.48181 -0.368 0.713
ns5_before -0.05738 0.64846 -0.088 0.930
is_new:ns0_before -0.03843 0.02936 -1.309 0.191
is_new:ns1_before 0.12319 0.56720 0.217 0.828
is_new:ns2_before 0.33488 0.25859 1.295 0.196
is_new:ns3_before -0.14246 1.96243 -0.073 0.942
is_new:ns4_before 0.07007 0.69191 0.101 0.919
is_new:ns5_before 9.24337 2.35903 3.918 9.58e-05 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 4.598374)
Null deviance: 4377.1 on 933 degrees of freedom
Residual deviance: 4230.5 on 920 degrees of freedom
AIC: 4091.5
Number of Fisher Scoring iterations: 2
User talk edits after
[edit]
> summary(glm(formula = ns3_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = ns3_after ~ is_new * (ns0_before + ns1_before +
ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-2.8189 -0.1521 -0.1366 -0.0374 18.7562
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.014490 0.058782 0.247 0.80534
is_new 0.115687 0.083342 1.388 0.16544
ns0_before 0.022933 0.010127 2.264 0.02378 *
ns1_before 0.134851 0.218590 0.617 0.53745
ns2_before -0.023035 0.097943 -0.235 0.81412
ns3_before 1.934727 0.828243 2.336 0.01971 *
ns4_before 0.318995 0.223503 1.427 0.15385
ns5_before -0.023265 0.300808 -0.077 0.93837
is_new:ns0_before -0.016470 0.013619 -1.209 0.22684
is_new:ns1_before -0.008663 0.263115 -0.033 0.97374
is_new:ns2_before 0.436388 0.119957 3.638 0.00029 ***
is_new:ns3_before -2.161507 0.910338 -2.374 0.01778 *
is_new:ns4_before -0.543151 0.320966 -1.692 0.09094 .
is_new:ns5_before -2.180140 1.094312 -1.992 0.04664 *
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 0.9895125)
Null deviance: 975.91 on 933 degrees of freedom
Residual deviance: 910.35 on 920 degrees of freedom
AIC: 2656.6
Number of Fisher Scoring iterations: 2
Wikipedia edits after
[edit]
> summary(glm(formula = ns4_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = ns4_after ~ is_new * (ns0_before + ns1_before +
ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-3.2246 -0.0562 -0.0429 -0.0077 6.6998
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -0.014686 0.027813 -0.528 0.59762
is_new 0.054079 0.039434 1.371 0.17060
ns0_before 0.011199 0.004792 2.337 0.01965 *
ns1_before -0.036757 0.103428 -0.355 0.72238
ns2_before 0.135704 0.046343 2.928 0.00349 **
ns3_before 3.172117 0.391892 8.094 1.81e-15 ***
ns4_before 1.070497 0.105753 10.123 < 2e-16 ***
ns5_before -0.001469 0.142331 -0.010 0.99177
is_new:ns0_before -0.007660 0.006444 -1.189 0.23487
is_new:ns1_before 0.077077 0.124496 0.619 0.53600
is_new:ns2_before -0.118889 0.056759 -2.095 0.03648 *
is_new:ns3_before -3.213654 0.430736 -7.461 1.99e-13 ***
is_new:ns4_before -0.943044 0.151869 -6.210 8.03e-10 ***
is_new:ns5_before -0.125538 0.517786 -0.242 0.80849
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 0.2215335)
Null deviance: 293.05 on 933 degrees of freedom
Residual deviance: 203.81 on 920 degrees of freedom
AIC: 1258.8
Number of Fisher Scoring iterations: 2
Wikipedia talk edits after
[edit]
> summary(glm(formula = ns5_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = ns5_after ~ is_new * (ns0_before + ns1_before +
ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.3000 -0.0660 -0.0101 -0.0085 14.9206
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.0109436 0.0369986 0.296 0.767
is_new 0.0483364 0.0524571 0.921 0.357
ns0_before -0.0008247 0.0063744 -0.129 0.897
ns1_before -0.0034841 0.1375845 -0.025 0.980
ns2_before -0.0028170 0.0616470 -0.046 0.964
ns3_before 0.0042586 0.5213118 0.008 0.993
ns4_before -0.0001786 0.1406773 -0.001 0.999
ns5_before 0.2683527 0.1893345 1.417 0.157
is_new:ns0_before 0.0041780 0.0085721 0.487 0.626
is_new:ns1_before -0.0211958 0.1656095 -0.128 0.898
is_new:ns2_before -0.0137867 0.0755033 -0.183 0.855
is_new:ns3_before -0.0500011 0.5729838 -0.087 0.930
is_new:ns4_before 0.0781844 0.2020223 0.387 0.699
is_new:ns5_before -0.2479674 0.6887809 -0.360 0.719
(Dispersion parameter for gaussian family taken to be 0.3920136)
Null deviance: 362.61 on 933 degrees of freedom
Residual deviance: 360.65 on 920 degrees of freedom
AIC: 1791.8
Number of Fisher Scoring iterations: 2
Warnings after
[edit]
> summary(glm(formula = warns_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = warns_after ~ is_new * (ns0_before + ns1_before +
ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.1582 -0.4084 -0.3257 -0.2998 8.5910
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.328680 0.056388 5.829 7.72e-09 ***
is_new 0.079420 0.079948 0.993 0.3208
ns0_before -0.002958 0.009715 -0.304 0.7609
ns1_before -0.084969 0.209687 -0.405 0.6854
ns2_before 0.102626 0.093954 1.092 0.2750
ns3_before 0.730267 0.794511 0.919 0.3583
ns4_before -0.252855 0.214401 -1.179 0.2386
ns5_before -0.147249 0.288557 -0.510 0.6100
is_new:ns0_before 0.003133 0.013064 0.240 0.8105
is_new:ns1_before -0.025241 0.252399 -0.100 0.9204
is_new:ns2_before -0.074222 0.115072 -0.645 0.5191
is_new:ns3_before -0.744596 0.873262 -0.853 0.3941
is_new:ns4_before 0.627749 0.307894 2.039 0.0418 *
is_new:ns5_before -0.403048 1.049744 -0.384 0.7011
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 0.9105535)
Null deviance: 846.50 on 933 degrees of freedom
Residual deviance: 837.71 on 920 degrees of freedom
AIC: 2579
Number of Fisher Scoring iterations: 2
Warnings after (controlled for edits after)
[edit]> summary(glm(formula = warns_after ~ is_new * (ns0_after + talk_edits_after) * (ns0_before + talk_edits_before), data = z97_98))
Call:
glm(formula = warns_after ~ is_new * (ns0_after + talk_edits_after) *
(ns0_before + talk_edits_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-2.6527 -0.3243 -0.2849 -0.2432 8.4615
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.2591541 0.0656086 3.950 8.41e-05 ***
is_new 0.0654741 0.0929444 0.704 0.4813
ns0_after 0.0176116 0.0074634 2.360 0.0185 *
talk_edits_after 0.1165981 0.0493629 2.362 0.0184 *
ns0_before -0.0031888 0.0141867 -0.225 0.8222
talk_edits_before -0.1790895 0.1526774 -1.173 0.2411
is_new:ns0_after -0.0096635 0.0085575 -1.129 0.2591
is_new:talk_edits_after 0.0431317 0.0635222 0.679 0.4973
is_new:ns0_before -0.0032262 0.0204759 -0.158 0.8748
is_new:talk_edits_before 0.2731749 0.2265272 1.206 0.2282
ns0_after:ns0_before -0.0006180 0.0011638 -0.531 0.5955
ns0_after:talk_edits_before 0.0070873 0.0307632 0.230 0.8178
talk_edits_after:ns0_before -0.0077713 0.0040755 -1.907 0.0569 .
talk_edits_after:talk_edits_before 0.0133351 0.0627966 0.212 0.8319
is_new:ns0_after:ns0_before 0.0006215 0.0013501 0.460 0.6454
is_new:ns0_after:talk_edits_before -0.0115417 0.0314088 -0.367 0.7134
is_new:talk_edits_after:ns0_before 0.0090790 0.0074038 1.226 0.2204
is_new:talk_edits_after:talk_edits_before -0.1044909 0.0910809 -1.147 0.2516
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 0.8615041)
Null deviance: 846.50 on 933 degrees of freedom
Residual deviance: 789.14 on 916 degrees of freedom
AIC: 2531.2
Number of Fisher Scoring iterations: 2
# edits by others to warned user's talk page
[edit]> summary(glm(formula = other_talk_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = other_talk_after ~ is_new * (ns0_before + ns1_before +
ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-3.7124 -0.7999 -0.7069 0.2224 23.5473
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.611105 0.115421 5.295 1.49e-07 ***
is_new 0.124963 0.163646 0.764 0.4453
ns0_before 0.047890 0.019886 2.408 0.0162 *
ns1_before -0.003556 0.429211 -0.008 0.9934
ns2_before 0.367228 0.192315 1.910 0.0565 .
ns3_before 3.331464 1.626293 2.049 0.0408 *
ns4_before -0.652297 0.438859 -1.486 0.1375
ns5_before 0.232850 0.590651 0.394 0.6935
is_new:ns0_before -0.015951 0.026742 -0.596 0.5510
is_new:ns1_before -0.122806 0.516638 -0.238 0.8122
is_new:ns2_before 0.221649 0.235541 0.941 0.3469
is_new:ns3_before -3.817331 1.787490 -2.136 0.0330 *
is_new:ns4_before 1.036248 0.630232 1.644 0.1005
is_new:ns5_before -3.945242 2.148733 -1.836 0.0667 .
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 3.815081)
Null deviance: 3663.1 on 933 degrees of freedom
Residual deviance: 3509.9 on 920 degrees of freedom
AIC: 3917.1
Number of Fisher Scoring iterations: 2
Non-warning messages sent by others to warned user
[edit]> summary(glm(formula = other_talk_after - warns_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = other_talk_after - warns_after ~ is_new * (ns0_before +
ns1_before + ns2_before + ns3_before + ns4_before + ns5_before),
data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-3.1621 -0.4350 -0.3597 -0.3333 17.9845
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.28242 0.08024 3.520 0.000453 ***
is_new 0.04554 0.11376 0.400 0.689003
ns0_before 0.05085 0.01382 3.678 0.000248 ***
ns1_before 0.08141 0.29838 0.273 0.785028
ns2_before 0.26460 0.13369 1.979 0.048092 *
ns3_before 2.60120 1.13056 2.301 0.021625 *
ns4_before -0.39944 0.30508 -1.309 0.190763
ns5_before 0.38010 0.41061 0.926 0.354842
is_new:ns0_before -0.01908 0.01859 -1.027 0.304887
is_new:ns1_before -0.09756 0.35915 -0.272 0.785951
is_new:ns2_before 0.29587 0.16374 1.807 0.071100 .
is_new:ns3_before -3.07274 1.24262 -2.473 0.013586 *
is_new:ns4_before 0.40850 0.43812 0.932 0.351381
is_new:ns5_before -3.54219 1.49374 -2.371 0.017928 *
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 1.843701)
Null deviance: 1825.4 on 933 degrees of freedom
Residual deviance: 1696.2 on 920 degrees of freedom
AIC: 3237.9
Number of Fisher Scoring iterations: 2
Blocks after (definite and indefinite)
[edit]
> summary(glm(formula = blocks_after + bans_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = blocks_after + bans_after ~ is_new * (ns0_before +
ns1_before + ns2_before + ns3_before + ns4_before + ns5_before),
data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.36414 -0.05508 -0.05309 -0.05209 2.94779
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.051088 0.014312 3.569 0.000376 ***
is_new 0.004715 0.020292 0.232 0.816331
ns0_before 0.001003 0.002466 0.407 0.684370
ns1_before 0.019531 0.053223 0.367 0.713724
ns2_before -0.006416 0.023847 -0.269 0.787964
ns3_before 0.687428 0.201663 3.409 0.000681 ***
ns4_before -0.128282 0.054419 -2.357 0.018618 *
ns5_before -0.023951 0.073242 -0.327 0.743734
is_new:ns0_before -0.001720 0.003316 -0.519 0.604004
is_new:ns1_before -0.023057 0.064064 -0.360 0.718995
is_new:ns2_before 0.041178 0.029207 1.410 0.158921
is_new:ns3_before -0.735475 0.221652 -3.318 0.000942 ***
is_new:ns4_before 0.195438 0.078150 2.501 0.012564 *
is_new:ns5_before -0.204946 0.266446 -0.769 0.441981
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 0.05866213)
Null deviance: 55.105 on 933 degrees of freedom
Residual deviance: 53.969 on 920 degrees of freedom
AIC: 17.684
Number of Fisher Scoring iterations: 2
Blocks, controlled for edits after
[edit]summary(glm(formula = blocks_after + bans_after ~ is_new * (ns0_after + talk_edits_after) * (ns0_before + talk_edits_before), data = z97_98))
Call:
glm(formula = blocks_after + bans_after ~ is_new * (ns0_after +
talk_edits_after) * (ns0_before + talk_edits_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.44099 -0.04681 -0.04313 -0.04085 2.92289
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.0420876 0.0168469 2.498 0.0127 *
is_new 0.0001736 0.0238662 0.007 0.9942
ns0_after 0.0009192 0.0019165 0.480 0.6316
talk_edits_after 0.0254388 0.0126754 2.007 0.0450 *
ns0_before 0.0005209 0.0036428 0.143 0.8863
talk_edits_before -0.0019852 0.0392044 -0.051 0.9596
is_new:ns0_after -0.0002598 0.0021974 -0.118 0.9059
is_new:talk_edits_after 0.0157588 0.0163112 0.966 0.3342
is_new:ns0_before -0.0019358 0.0052578 -0.368 0.7128
is_new:talk_edits_before -0.0181190 0.0581675 -0.311 0.7555
ns0_after:ns0_before -0.0000791 0.0002988 -0.265 0.7913
ns0_after:talk_edits_before 0.0053646 0.0078993 0.679 0.4972
talk_edits_after:ns0_before -0.0009279 0.0010465 -0.887 0.3755
talk_edits_after:talk_edits_before -0.0103939 0.0161249 -0.645 0.5194
is_new:ns0_after:ns0_before 0.0001221 0.0003467 0.352 0.7248
is_new:ns0_after:talk_edits_before -0.0048780 0.0080651 -0.605 0.5454
is_new:talk_edits_after:ns0_before -0.0006762 0.0019011 -0.356 0.7222
is_new:talk_edits_after:talk_edits_before 0.0404317 0.0233877 1.729 0.0842 .
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 0.05680377)
Null deviance: 55.105 on 933 degrees of freedom
Residual deviance: 52.032 on 916 degrees of freedom
AIC: -8.453
Number of Fisher Scoring iterations: 2
# of deleted edits after
[edit]> summary(glm(formula = deleted_edits_after ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98))
Call:
glm(formula = deleted_edits_after ~ is_new * (ns0_before + ns1_before +
ns2_before + ns3_before + ns4_before + ns5_before), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-27.171 -4.406 -2.674 0.066 138.594
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 2.2181 0.6416 3.457 0.000571 ***
is_new 1.9339 0.9097 2.126 0.033783 *
ns0_before 0.4557 0.1105 4.123 4.09e-05 ***
ns1_before 0.7690 2.3861 0.322 0.747295
ns2_before -0.3229 1.0691 -0.302 0.762707
ns3_before 28.2185 9.0408 3.121 0.001857 **
ns4_before 7.4301 2.4397 3.046 0.002389 **
ns5_before -1.0670 3.2835 -0.325 0.745298
is_new:ns0_before -0.2021 0.1487 -1.360 0.174297
is_new:ns1_before 4.1403 2.8721 1.442 0.149763
is_new:ns2_before 0.2127 1.3094 0.162 0.871021
is_new:ns3_before -29.7687 9.9369 -2.996 0.002811 **
is_new:ns4_before -7.9146 3.5036 -2.259 0.024116 *
is_new:ns5_before 12.2124 11.9452 1.022 0.306872
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 117.9023)
Null deviance: 119583 on 933 degrees of freedom
Residual deviance: 108470 on 920 degrees of freedom
AIC: 7121.5
Number of Fisher Scoring iterations: 2
Makes a deleted edit after (binomial)
[edit]> summary(glm(formula = deleted_edits_after > 0 ~ is_new * (ns0_before + ns1_before + ns2_before + ns3_before + ns4_before + ns5_before), family=binomial(link="logit"), data = z97_98))
Call:
glm(formula = deleted_edits_after > 0 ~ is_new * (ns0_before +
ns1_before + ns2_before + ns3_before + ns4_before + ns5_before),
family = binomial(link = "logit"), data = z97_98)
Deviance Residuals:
Min 1Q Median 3Q Max
-2.4883 -1.2514 0.8722 1.0217 1.2427
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.08601 0.13610 -0.632 0.527401
is_new 0.41613 0.19060 2.183 0.029011 *
ns0_before 0.12236 0.03189 3.837 0.000125 ***
ns1_before 15.66535 970.80620 0.016 0.987126
ns2_before -0.09428 0.21144 -0.446 0.655673
ns3_before 15.60720 2052.96699 0.008 0.993934
ns4_before 0.93192 0.76289 1.222 0.221872
ns5_before 0.13601 0.62515 0.218 0.827769
is_new:ns0_before -0.07465 0.04147 -1.800 0.071834 .
is_new:ns1_before -0.42833 1193.32518 0.000 0.999714
is_new:ns2_before 0.03021 0.27288 0.111 0.911862
is_new:ns3_before 0.76693 2592.93004 0.000 0.999764
is_new:ns4_before -0.80838 0.91170 -0.887 0.375252
is_new:ns5_before 17.37260 3956.18047 0.004 0.996496
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 1249.0 on 933 degrees of freedom
Residual deviance: 1198.8 on 920 degrees of freedom
AIC: 1226.8
Number of Fisher Scoring iterations: 16
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Data prep
[edit]z97_98$ns0_before = z97_98$ns_0_revisions_deleted_before + z97_98$ns_0_revisions_not_deleted_before z97_98$ns1_before = z97_98$ns_1_revisions_deleted_before + z97_98$ns_1_revisions_not_deleted_before z97_98$ns2_before = z97_98$ns_2_revisions_deleted_before + z97_98$ns_2_revisions_not_deleted_before z97_98$ns3_before = z97_98$ns_3_revisions_deleted_before + z97_98$ns_3_revisions_not_deleted_before z97_98$ns4_before = z97_98$ns_4_revisions_deleted_before + z97_98$ns_4_revisions_not_deleted_before z97_98$ns5_before = z97_98$ns_5_revisions_deleted_before + z97_98$ns_5_revisions_not_deleted_before z97_98$ns12_before = z97_98$ns_12_revisions_deleted_before + z97_98$ns_12_revisions_not_deleted_before z97_98$talk_edits_before = z97_98$ns1_before + z97_98$ns3_before + z97_98$ns4_before + z97_98$ns5_before + z97_98$ns12_before z97_98$edits_before = z97_98$ns0_before + z97_98$ns2_before + z97_98$talk_edits_before z97_98$ns0_after = z97_98$ns_0_revisions_deleted_after + z97_98$ns_0_revisions_not_deleted_after z97_98$ns1_after = z97_98$ns_1_revisions_deleted_after + z97_98$ns_1_revisions_not_deleted_after z97_98$ns2_after = z97_98$ns_2_revisions_deleted_after + z97_98$ns_2_revisions_not_deleted_after z97_98$ns3_after = z97_98$ns_3_revisions_deleted_after + z97_98$ns_3_revisions_not_deleted_after z97_98$ns4_after = z97_98$ns_4_revisions_deleted_after + z97_98$ns_4_revisions_not_deleted_after z97_98$ns5_after = z97_98$ns_5_revisions_deleted_after + z97_98$ns_5_revisions_not_deleted_after z97_98$ns12_after = z97_98$ns_12_revisions_deleted_after + z97_98$ns_12_revisions_not_deleted_after z97_98$talk_edits_after = z97_98$ns1_after + z97_98$ns3_after + z97_98$ns4_after + z97_98$ns5_after + z97_98$ns12_after z97_98$edits_after = z97_98$ns0_after + z97_98$ns2_after + z97_98$talk_edits_after z97_98$deleted_edits_before = z97_98$ns_0_revisions_deleted_before + z97_98$ns_1_revisions_deleted_before + z97_98$ns_2_revisions_deleted_before + z97_98$ns_3_revisions_deleted_before + z97_98$ns_4_revisions_deleted_before + z97_98$ns_5_revisions_deleted_before; z97_98$deleted_edits_after = z97_98$ns_0_revisions_deleted_after + z97_98$ns_1_revisions_deleted_after + z97_98$ns_2_revisions_deleted_after + z97_98$ns_3_revisions_deleted_after + z97_98$ns_4_revisions_deleted_after + z97_98$ns_5_revisions_deleted_after;