updating with new coefficient groupings for d interaction not just d

2024-06-25 11:48:02 -05:00 · 2024-06-25 11:48:02 -05:00 · f2efc64e1f
commit f2efc64e1f
parent d68544efc8
7 changed files with 2740 additions and 459 deletions
--- a/R/0624caterpillar.png
+++ b/R/0624caterpillar.png
--- a/R/0624contrib_wo_goups.png
+++ b/R/0624contrib_wo_goups.png
--- a/R/contribRDDAnalysis.R
+++ b/R/contribRDDAnalysis.R
@ -63,12 +63,12 @@ print("fitting model")
 #                                           optCtrl=list(maxfun=2e5)), nAGQ=0, data=all_actions_data)
 all_gmodel <- readRDS("0512_contrib_all.rda")
 summary(all_gmodel)
-saveRDS(all_gmodel, "0512_contrib_all.rda")
+#saveRDS(all_gmodel, "0512_contrib_all.rda")
 all_residuals <- residuals(all_gmodel)
 qqnorm(all_residuals)
 #identifying the quartiles of effect for D
 test_condvals <- broom.mixed::tidy(all_gmodel, effects = "ran_vals", conf.int = TRUE)
-test_glmer_ranef_D <- test_condvals [which(test_condvals $term == "D"),]
+test_glmer_ranef_D <- test_condvals [which(test_condvals $term == "D:week_offset"),]
 has_zero <- function(estimate, low, high){
  return(ifelse((low < 0),ifelse((high > 0), 1, 0), 2))
 }
@ -80,5 +80,6 @@ g <- test_glmer_ranef_D |>
  geom_linerange(aes(ymin= conf.low, ymax= conf.high)) +
  theme_bw()
 g
-write.csv(test_glmer_ranef_D, "051224_contrib_grouped.csv")
+ggsave("0624contrib_wo_goups.png", g)
 write.csv(test_glmer_ranef_D, "contrib_interaction_groupings.csv")
 print("all pau")
--- a/R/readmeRDDAnalysis.R
+++ b/R/readmeRDDAnalysis.R
@ -63,7 +63,7 @@ mean (all_actions_data$count) # 3.757298
 median(all_actions_data$count) # 0
 print("fitting model")
 #all_log1p_gmodel <- glmer.nb(log1p_count ~ D * week_offset+ scaled_project_age + scaled_event_gap + (D * week_offset | upstream_vcs_link), data=all_actions_data, nAGQ=1,  control=glmerControl(optimizer="bobyqa",
-                         optCtrl=list(maxfun=1e5)))
+#                         optCtrl=list(maxfun=1e5)))
 all_log1p_gmodel <- readRDS("0624_log1p_nagq_gmodel_backup.rda")
 summary(all_log1p_gmodel)
 print("model fit")
@ -72,7 +72,7 @@ all_residuals <- residuals(all_log1p_gmodel)
 qqnorm(all_residuals)
 library(broom.mixed)
 test_condvals <- broom.mixed::tidy(all_log1p_gmodel, effects = "ran_vals", conf.int = TRUE)
-test_glmer_ranef_D <- test_condvals [which(test_condvals $term == "D"),]
+test_glmer_ranef_D <- test_condvals [which(test_condvals $term == "D:week_offset"),]
 has_zero <- function(estimate, low, high){
  return(ifelse((low < 0),ifelse((high > 0), 1, 0), 2))
 }
@ -84,6 +84,6 @@ g <- test_glmer_ranef_D |>
  geom_linerange(aes(ymin= conf.low, ymax= conf.high)) +
  theme_bw()
 g
-write.csv(test_glmer_ranef_D, "062424_readme_grouped_1.csv")
+write.csv(test_glmer_ranef_D, "062424_readme_interaction_groupings.csv")
-ggsave("0624caterpillar.png", g)
+ggsave("0624d_wo_goups.png", g)
 print("all pau")
--- a/final_data/contrib_rdd_groupings.csv
+++ b/final_data/contrib_rdd_groupings.csv
@ -1,452 +0,0 @@
 "","effect","group","level","term","estimate","std.error","conf.low","conf.high","ranef_grouping","rank"
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 "237","ran_vals","upstream_vcs_link","https://github.com/Mottie/tablesorter.git","D",0.561295236596873,0.137092565036995,0.292598746576147,0.829991726617599,2,353
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 "239","ran_vals","upstream_vcs_link","https://github.com/mruby-debian/mruby","D",0.660460463277812,0.122786658938983,0.419803033975403,0.901117892580222,2,383
 "240","ran_vals","upstream_vcs_link","https://github.com/mvz/ruby-gir-ffi","D",0.0803586594886296,0.211316302663734,-0.333813683078454,0.494531002055713,1,223
 "241","ran_vals","upstream_vcs_link","https://github.com/mypaint/libmypaint","D",-0.116422955476629,0.223280967174004,-0.554045609570946,0.321199698617689,1,181
 "242","ran_vals","upstream_vcs_link","https://github.com/mypaint/mypaint","D",0.333253710818971,0.165389224050471,0.00909678824902105,0.657410633388921,2,295
 "243","ran_vals","upstream_vcs_link","https://github.com/NagiosEnterprises/nrpe.git","D",-1.22214917093772,0.429804507561525,-2.06455052615129,-0.379747815724161,0,10
 "244","ran_vals","upstream_vcs_link","https://github.com/namhyung/uftrace","D",0.760699648777119,0.123257922638799,0.519118559595848,1.00228073795839,2,414
 "245","ran_vals","upstream_vcs_link","https://github.com/netty/netty","D",-0.13454074221682,0.237340664538481,-0.599719896779045,0.330638412345405,1,175
 "246","ran_vals","upstream_vcs_link","https://github.com/nicolargo/glances","D",-1.25699745533722,0.427408769215114,-2.09470324967544,-0.41929166099901,0,4
 "247","ran_vals","upstream_vcs_link","https://github.com/nikic/PHP-Parser","D",-0.759594095662836,0.362942284827016,-1.47094790239046,-0.0482402889352073,0,61
 "248","ran_vals","upstream_vcs_link","https://github.com/ninja-build/ninja.git","D",0.307147417994887,0.181857472029441,-0.0492866775023172,0.663581513492092,1,287
 "249","ran_vals","upstream_vcs_link","https://github.com/nixxcode/amsynth.git","D",0.332918311070306,0.179472902891992,-0.0188421147988531,0.684678736939465,1,294
 "250","ran_vals","upstream_vcs_link","https://github.com/nodejs/node-gyp.git","D",-0.591470664800044,0.29415708958773,-1.16800796618912,-0.0149333634109705,0,89
 "251","ran_vals","upstream_vcs_link","https://github.com/nojhan/liquidprompt.git","D",0.546588250114922,0.149592565088043,0.253392210187395,0.83978429004245,2,345
 "252","ran_vals","upstream_vcs_link","https://github.com/npm/abbrev-js","D",-1.03356648231638,0.36568940985391,-1.75030455515775,-0.316828409475012,0,26
 "253","ran_vals","upstream_vcs_link","https://github.com/npm/nopt","D",-0.223377982446268,0.270414611050944,-0.753380880999524,0.306624916106988,1,159
 "254","ran_vals","upstream_vcs_link","https://github.com/ntop/nDPI.git","D",0.708140679970191,0.144730837215953,0.424473451574594,0.991807908365788,2,401
 "255","ran_vals","upstream_vcs_link","https://github.com/Nuitka/Nuitka","D",-0.466987046041242,0.278746606621402,-1.01332035583194,0.0793462637494607,1,115
 "256","ran_vals","upstream_vcs_link","https://github.com/numba/numba.git","D",0.773483056035063,0.121899834038568,0.534563771598059,1.01240234047207,2,420
 "257","ran_vals","upstream_vcs_link","https://github.com/nvbn/thefuck.git","D",0.32911335025957,0.164591028308698,0.00652086259610973,0.65170583792303,2,292
 "258","ran_vals","upstream_vcs_link","https://github.com/oauth-xx/oauth-ruby","D",-0.471345677300399,0.291799220979223,-1.04326164113652,0.100570286535723,1,113
 "259","ran_vals","upstream_vcs_link","https://github.com/ocaml/dune.git","D",0.903397732054494,0.110363460849763,0.687089323579763,1.11970614052923,2,446
 "260","ran_vals","upstream_vcs_link","https://github.com/OCamlPro/alt-ergo.git","D",0.0685095972365128,0.207970912564715,-0.339105901222256,0.476125095695282,1,220
 "261","ran_vals","upstream_vcs_link","https://github.com/ocsigen/js_of_ocaml.git","D",0.197241624143532,0.191862098134231,-0.178801178197849,0.573284426484914,1,258
 "262","ran_vals","upstream_vcs_link","https://github.com/olive-editor/olive","D",-0.337493384389019,0.284007680988944,-0.89413821046009,0.219151441682052,1,138
 "263","ran_vals","upstream_vcs_link","https://github.com/oneapi-src/oneTBB.git","D",0.683854098878028,0.138543086984958,0.412314638080512,0.955393559675545,2,393
 "264","ran_vals","upstream_vcs_link","https://github.com/open-power/skiboot.git","D",-1.03259087256932,0.395720117720566,-1.80818805125958,-0.256993693879059,0,27
 "265","ran_vals","upstream_vcs_link","https://github.com/openalpr/openalpr","D",-0.282850628425202,0.258109259074239,-0.788735480287027,0.223034223436624,1,146
 "266","ran_vals","upstream_vcs_link","https://github.com/opencontainers/runc","D",0.766615154091493,0.121343378427383,0.528786502611408,1.00444380557158,2,416
 "267","ran_vals","upstream_vcs_link","https://github.com/OpenPrinting/cups-filters","D",-0.611669698439525,0.339265773623205,-1.27661839592813,0.053278999049076,1,85
 "268","ran_vals","upstream_vcs_link","https://github.com/openstreetmap/osm2pgsql.git","D",0.488153297452298,0.147198385044564,0.199649764182493,0.776656830722103,2,334
 "269","ran_vals","upstream_vcs_link","https://github.com/openSUSE/open-build-service","D",-0.168983378849943,0.247132797338797,-0.65335476103262,0.315388003332734,1,167
 "270","ran_vals","upstream_vcs_link","https://github.com/OpenTTD/OpenTTD.git","D",0.601178143210922,0.140119561389021,0.326548849358893,0.875807437062952,2,368
 "271","ran_vals","upstream_vcs_link","https://github.com/osantana/dicteval.git","D",-0.495657164886863,0.306308423845492,-1.09601064378526,0.104696314011532,1,106
 "272","ran_vals","upstream_vcs_link","https://github.com/OSGeo/PROJ.git","D",0.41468481181569,0.163929908908877,0.09338809436536,0.73598152926602,2,310
 "273","ran_vals","upstream_vcs_link","https://github.com/OSGeo/shapelib.git","D",-0.752137087433591,0.355015240280326,-1.44795417234586,-0.0563200025213185,0,63
 "274","ran_vals","upstream_vcs_link","https://github.com/osmcode/libosmium.git","D",0.318907187721476,0.165982596557171,-0.00641272359102063,0.644227099033972,1,290
 "275","ran_vals","upstream_vcs_link","https://github.com/osmcode/osmium-tool.git","D",0.241317182556366,0.184827575062343,-0.120938207915699,0.603572573028431,1,268
 "276","ran_vals","upstream_vcs_link","https://github.com/P403n1x87/austin","D",0.131904296103262,0.209739948196627,-0.279178448481424,0.542987040687947,1,240
 "277","ran_vals","upstream_vcs_link","https://github.com/PDAL/PDAL.git","D",0.669040045982738,0.126254321458643,0.421586123031254,0.916493968934222,2,388
 "278","ran_vals","upstream_vcs_link","https://github.com/pdfminer/pdfminer.six.git","D",0.224978600731384,0.199995788683441,-0.167005942147844,0.616963143610611,1,264
 "279","ran_vals","upstream_vcs_link","https://github.com/pgbackrest/pgbackrest","D",0.608718155221365,0.140221579414719,0.333888909713193,0.883547400729537,2,370
 "280","ran_vals","upstream_vcs_link","https://github.com/pgRouting/pgrouting.git","D",0.450549491468212,0.152265241881954,0.152115101282302,0.748983881654122,2,321
 "281","ran_vals","upstream_vcs_link","https://github.com/philpem/printer-driver-ptouch.git","D",-0.503274541442407,0.282184778103259,-1.05634654351022,0.049797460625407,1,104
 "282","ran_vals","upstream_vcs_link","https://github.com/phpmyadmin/motranslator","D",0.119070879169119,0.203818122792233,-0.28040530090022,0.518547059238458,1,234
 "283","ran_vals","upstream_vcs_link","https://github.com/plastex/plastex","D",-1.19568104722618,0.431693790572015,-2.04178532909691,-0.349576765355456,0,12
 "284","ran_vals","upstream_vcs_link","https://github.com/plotly/plotly.R.git","D",0.609854305213171,0.135150674024174,0.344963851639478,0.874744758786864,2,371
 "285","ran_vals","upstream_vcs_link","https://github.com/porridge/bambam","D",-0.459727655764924,0.285402187464682,-1.01910566430465,0.0996503527748021,1,117
 "286","ran_vals","upstream_vcs_link","https://github.com/PracticallyGreen/omniauth-saml.git","D",0.159660786080675,0.195762195524841,-0.224026066682501,0.54334763884385,1,249
 "287","ran_vals","upstream_vcs_link","https://github.com/prawnpdf/prawn","D",0.508513069222362,0.145555921480668,0.223228705383712,0.793797433061012,2,340
 "288","ran_vals","upstream_vcs_link","https://github.com/prehor/amavisd-milter","D",0.148951900142033,0.207451880914322,-0.25764631497513,0.555550115259196,1,245
 "289","ran_vals","upstream_vcs_link","https://github.com/processone/eimp.git","D",-0.726102713279668,0.344825336490973,-1.40194795375888,-0.050257472800456,0,68
 "290","ran_vals","upstream_vcs_link","https://github.com/processone/fast_tls.git","D",-0.623475959586225,0.327241886641495,-1.2648582716365,0.0179063524640448,1,84
 "291","ran_vals","upstream_vcs_link","https://github.com/processone/pkix.git","D",-0.665434079532952,0.321234947996376,-1.29504300818145,-0.035825150884459,0,80
 "292","ran_vals","upstream_vcs_link","https://github.com/processone/stun.git","D",-0.729120338003059,0.344736238678404,-1.40479094997853,-0.0534497260275839,0,66
 "293","ran_vals","upstream_vcs_link","https://github.com/prometheus/haproxy_exporter","D",-0.165074312469797,0.235762806120078,-0.62716092135925,0.297012296419656,1,169
 "294","ran_vals","upstream_vcs_link","https://github.com/prometheus/mysqld_exporter","D",0.00579140118022603,0.218587521478542,-0.422632268387592,0.434215070748044,1,203
 "295","ran_vals","upstream_vcs_link","https://github.com/prometheus/node_exporter","D",0.272905798198423,0.17813017758251,-0.0762229344230206,0.622034530819867,1,278
 "296","ran_vals","upstream_vcs_link","https://github.com/prometheus/pushgateway","D",-0.226120988395901,0.253749572682707,-0.723461011946435,0.271219035154634,1,158
 "297","ran_vals","upstream_vcs_link","https://github.com/prometheus/snmp_exporter","D",-0.523795564664889,0.28371259221996,-1.07986202737651,0.0322708980467324,1,100
 "298","ran_vals","upstream_vcs_link","https://github.com/psf/black.git","D",0.825280173749373,0.12888446362868,0.572671266870398,1.07788908062835,2,430
 "299","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/clj-kitchensink.git","D",-0.485975739624604,0.274892004517615,-1.02475416811715,0.0528026888679425,1,110
 "300","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/marionette-collective","D",0.101888532573276,0.203656754341111,-0.297271371143623,0.501048436290176,1,229
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 "406","ran_vals","upstream_vcs_link","https://github.com/zloirock/core-js.git","D",0.782184367200087,0.128121546126395,0.531070751148765,1.03329798325141,2,421
 "407","ran_vals","upstream_vcs_link","https://github.com/zmartzone/cjose.git","D",-0.932461942928738,0.364604909480266,-1.64707443409655,-0.21784945176093,0,42
 "408","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/BTrees.git","D",-0.966008724610304,0.396383652238348,-1.74290640705792,-0.189111042162692,0,35
 "409","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.deprecation.git","D",-0.700229425535833,0.352853725384923,-1.39181001910107,-0.0086488319705974,0,71
 "410","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.event","D",-0.950101837353978,0.38573798692518,-1.70613439919631,-0.194069275511643,0,38
 "411","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.i18nmessageid","D",-0.261451245849519,0.279429287623011,-0.809122585816304,0.286220094117267,1,151
 "412","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.interface.git","D",-0.908999591447254,0.388915865260083,-1.67126068037325,-0.14673850252126,0,46
 "413","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.proxy","D",-1.09099576494991,0.41954539499162,-1.91328962901312,-0.268701900886703,0,19
 "414","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.schema","D",-0.688323230293345,0.35143724044708,-1.37712756439577,0.000481103809074734,1,74
 "415","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testing","D",-0.933385269921547,0.389481925384378,-1.69675581630424,-0.170014723538849,0,41
 "416","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testrunner","D",-0.642070866620104,0.342798963833573,-1.31394448967156,0.0298027564313488,1,81
 "417","ran_vals","upstream_vcs_link","https://github.com/zsh-users/antigen","D",0.429369816244775,0.163466641270819,0.10898108668024,0.74975854580931,2,315
 "418","ran_vals","upstream_vcs_link","https://gitlab.com/gnutls/libtasn1","D",-0.72556905758938,0.319156673549858,-1.35110464317271,-0.100033472006052,0,69
 "419","ran_vals","upstream_vcs_link","https://gitlab.com/ixion/ixion.git","D",-0.18930883877953,0.249899457960255,-0.679102776137711,0.300485098578652,1,164
 "420","ran_vals","upstream_vcs_link","https://gitlab.com/libidn/libidn2","D",0.589689615967109,0.143956214449559,0.30754062029525,0.871838611638968,2,364
 "421","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/libosinfo.git","D",0.115353307089736,0.200483909500727,-0.277587935011476,0.508294549190949,1,232
 "422","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db-tools.git","D",-0.270699541895534,0.257929742995906,-0.776232548709182,0.234833464918115,1,148
 "423","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db.git","D",0.203507593237599,0.186081840613545,-0.161206112541871,0.568221299017069,1,259
 "424","ran_vals","upstream_vcs_link","https://gitlab.com/o9000/tint2","D",0.545661886604578,0.14976834674125,0.252121320967621,0.839202452241536,2,344
 "425","ran_vals","upstream_vcs_link","https://gitlab.com/oath-toolkit/oath-toolkit","D",-0.670273934525726,0.34360516890734,-1.34372769048591,0.00317982143446249,1,79
 "426","ran_vals","upstream_vcs_link","https://gitlab.com/orcus/orcus","D",0.214588763849469,0.203460694583645,-0.184186869803978,0.613364397502916,1,260
 "427","ran_vals","upstream_vcs_link","https://gitlab.dune-project.org/core/dune-common","D",0.483858293303346,0.147956980620386,0.193867940026098,0.773848646580594,2,332
 "428","ran_vals","upstream_vcs_link","https://gitlab.freedesktop.org/pulseaudio/pulseaudio.git","D",0.678217854038308,0.141823028713871,0.400249825580731,0.956185882495884,2,391
 "429","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/balsa","D",0.473489458940519,0.161353054349141,0.157243283620668,0.78973563426037,2,330
 "430","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/clutter.git","D",0.012926649118249,0.218303510752987,-0.414940369656257,0.440793667892755,1,207
 "431","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/folks","D",-0.427533783044338,0.2970158169186,-1.00967408704354,0.154606520954861,1,121
 "432","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gcr.git","D",-0.295087159559762,0.278578191239789,-0.841090381268059,0.250916062148535,1,145
 "433","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gdk-pixbuf","D",0.384379721398136,0.169029420104295,0.0530881456660268,0.715671297130246,2,308
 "434","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/geary.git","D",0.549984175002644,0.145770775878798,0.26427870428174,0.835689645723548,2,346
 "435","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gjs.git","D",0.44766355165891,0.15739431590883,0.139176361106283,0.756150742211536,2,319
 "436","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/glade","D",0.226295766831698,0.177438653215836,-0.121477602936632,0.574069136600029,1,265
 "437","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-builder.git","D",0.799948250491879,0.116669198844098,0.571280822652305,1.02861567833145,2,426
 "438","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-calendar.git","D",0.25222796152035,0.18796289179129,-0.116172536820578,0.620628459861278,1,271
 "439","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-clocks.git","D",0.354390574573179,0.167866132489178,0.02537900067036,0.683402148475997,2,301
 "440","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-desktop.git","D",0.266998614290002,0.18333278475795,-0.0923270410210147,0.626324269601019,1,275
 "441","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gvfs.git","D",0.419227107902205,0.167238845819606,0.091444993279731,0.747009222524679,2,312
 "442","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/json-glib.git","D",-0.491174847461998,0.300235245402802,-1.07962511534104,0.0972754204170391,1,109
 "443","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/libgweather.git","D",0.648840529547345,0.142968371261332,0.368627670946783,0.929053388147907,2,380
 "444","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/template-glib.git","D",0.0479333193886792,0.216204199273287,-0.375819124493283,0.471685763270642,1,216
 "445","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/vala.git","D",0.744393125040855,0.125475426392101,0.498465808367529,0.99032044171418,2,408
 "446","ran_vals","upstream_vcs_link","https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb","D",0.923120502562241,0.109790631551368,0.707934818881654,1.13830618624283,2,448
 "447","ran_vals","upstream_vcs_link","https://invent.kde.org/office/ghostwriter","D",-0.724748432879413,0.318200717039959,-1.34841037813255,-0.101086487626272,0,70
 "448","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kscreen.git","D",0.185558566977925,0.195878897010486,-0.198357016494057,0.569474150449908,1,253
 "449","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kwin.git","D",0.974091653449848,0.108363871382078,0.761702368315645,1.18648093858405,2,450
 "450","ran_vals","upstream_vcs_link","https://salsa.debian.org/emacsen-team/magithub","D",0.668212653111183,0.136644121474543,0.400395096321963,0.936030209900404,2,387
 "451","ran_vals","upstream_vcs_link","https://salsa.debian.org/ruby-team/ruby-github-markup","D",-1.02265352954607,0.385319375927325,-1.77786562890908,-0.267441430183061,0,28
--- a/final_data/deb_contrib_interaction_groupings.csv
+++ b/final_data/deb_contrib_interaction_groupings.csv
@ -0,0 +1,452 @@
 "","effect","group","level","term","estimate","std.error","conf.low","conf.high","ranef_grouping","rank"
 "1","ran_vals","upstream_vcs_link","git://git.lttng.org/lttng-ust.git","D:week_offset",-0.143420509585829,0.093680501610195,-0.327030918795458,0.0401898996237996,1,108
 "2","ran_vals","upstream_vcs_link","https://0xacab.org/schleuder/schleuder.git","D:week_offset",0.217592483774083,0.0403515048173702,0.138504987610043,0.296679979938123,2,391
 "3","ran_vals","upstream_vcs_link","https://bitbucket.org/sshguard/sshguard.git","D:week_offset",0.17896475416557,0.0468725904999227,0.087096164923627,0.270833343407513,2,363
 "4","ran_vals","upstream_vcs_link","https://codeberg.org/freedroid/freedroid-src.git","D:week_offset",0.0150240098028354,0.0735270386892416,-0.129086337917961,0.159134357523632,1,229
 "5","ran_vals","upstream_vcs_link","https://git.osgeo.org/gitea/postgis/postgis.git","D:week_offset",0.235898267890364,0.0375853639333442,0.162232308235179,0.30956422754555,2,405
 "6","ran_vals","upstream_vcs_link","https://github.com/01org/isa-l.git","D:week_offset",-0.0689343003548734,0.0869678477687392,-0.239388149794564,0.101519549084817,1,167
 "7","ran_vals","upstream_vcs_link","https://github.com/abishekvashok/cmatrix.git","D:week_offset",-0.117193468307366,0.100358148096766,-0.313891824132164,0.0795048875174314,1,135
 "8","ran_vals","upstream_vcs_link","https://github.com/AFLplusplus/AFLplusplus.git","D:week_offset",0.230174539297228,0.0402011551658089,0.151381723035336,0.308967355559119,2,403
 "9","ran_vals","upstream_vcs_link","https://github.com/ahmetb/kubectx","D:week_offset",-0.114129194975121,0.0927212796391192,-0.295859563668261,0.0676011737180195,1,140
 "10","ran_vals","upstream_vcs_link","https://github.com/akheron/jansson.git","D:week_offset",-0.248555491401586,0.125696276224019,-0.494915665791462,-0.00219531701171025,0,45
 "11","ran_vals","upstream_vcs_link","https://github.com/alanxz/rabbitmq-c.git","D:week_offset",0.118141448112445,0.0539683013614681,0.012365521137164,0.223917375087727,2,313
 "12","ran_vals","upstream_vcs_link","https://github.com/alastair/python-musicbrainz-ngs","D:week_offset",-0.104670065903593,0.0905583095501134,-0.282161091122644,0.0728209593154591,1,144
 "13","ran_vals","upstream_vcs_link","https://github.com/analogdevicesinc/libiio.git","D:week_offset",0.16763511256664,0.0490497891523086,0.0714992923788315,0.263770932754448,2,347
 "14","ran_vals","upstream_vcs_link","https://github.com/andialbrecht/sqlparse.git","D:week_offset",-0.0274735005865541,0.0854943044359975,-0.195039258164412,0.140092256991304,1,200
 "15","ran_vals","upstream_vcs_link","https://github.com/angband/angband","D:week_offset",0.240795543766807,0.0401169433922141,0.162167779548235,0.319423307985378,2,412
 "16","ran_vals","upstream_vcs_link","https://github.com/apache/trafficserver","D:week_offset",-0.129131358990882,0.0905526587673718,-0.306611308879276,0.0483485908975119,1,122
 "17","ran_vals","upstream_vcs_link","https://github.com/ARMmbed/yotta.git","D:week_offset",0.211500077773407,0.0404793656053372,0.132161979069917,0.290838176476897,2,389
 "18","ran_vals","upstream_vcs_link","https://github.com/assimp/assimp","D:week_offset",0.25330197062145,0.0367707834604315,0.181232559355683,0.325371381887217,2,423
 "19","ran_vals","upstream_vcs_link","https://github.com/astropy/astropy-helpers","D:week_offset",0.204376455115687,0.0428338102439949,0.120423729716834,0.28832918051454,2,382
 "20","ran_vals","upstream_vcs_link","https://github.com/audacity/audacity.git","D:week_offset",0.282765343827996,0.033463687938639,0.217177720678376,0.348352966977615,2,442
 "21","ran_vals","upstream_vcs_link","https://github.com/aws/aws-cli","D:week_offset",0.220920970721811,0.0380867464357118,0.146272319419506,0.295569622024115,2,394
 "22","ran_vals","upstream_vcs_link","https://github.com/aws/aws-xray-sdk-python","D:week_offset",0.0900945248883337,0.0612509665472994,-0.0299551635626409,0.210144213339308,1,283
 "23","ran_vals","upstream_vcs_link","https://github.com/awslabs/amazon-ecr-credential-helper","D:week_offset",-0.253654299233733,0.120933998152932,-0.490680580119912,-0.0166280183475531,0,39
 "24","ran_vals","upstream_vcs_link","https://github.com/axel-download-accelerator/axel.git","D:week_offset",-0.0505300056900298,0.0820078126845155,-0.211262365002587,0.110202353622528,1,179
 "25","ran_vals","upstream_vcs_link","https://github.com/Backblaze/B2_Command_Line_Tool","D:week_offset",0.164324604839682,0.051596660389348,0.0631970087540151,0.265452200925348,2,343
 "26","ran_vals","upstream_vcs_link","https://github.com/Backblaze/b2-sdk-python.git","D:week_offset",0.17351647426937,0.0490839253117847,0.0773137484384182,0.269719200100322,2,356
 "27","ran_vals","upstream_vcs_link","https://github.com/bbatsov/powerpack.git","D:week_offset",-0.340964868021538,0.135355422384443,-0.606256621007254,-0.0756731150358222,0,13
 "28","ran_vals","upstream_vcs_link","https://github.com/Beep6581/RawTherapee","D:week_offset",0.241568077651486,0.0377320818994536,0.167614556066841,0.31552159923613,2,413
 "29","ran_vals","upstream_vcs_link","https://github.com/biojava/biojava.git","D:week_offset",0.187247534092123,0.0459700249098892,0.0971479409003313,0.277347127283915,2,371
 "30","ran_vals","upstream_vcs_link","https://github.com/bit-team/backintime","D:week_offset",-0.0606020258559788,0.0933186883927283,-0.243503294190242,0.122299242478285,1,172
 "31","ran_vals","upstream_vcs_link","https://github.com/bitletorg/weupnp.git","D:week_offset",-0.277959759892191,0.121913745904535,-0.516906311085447,-0.0390132086989358,0,33
 "32","ran_vals","upstream_vcs_link","https://github.com/bk138/gromit-mpx.git","D:week_offset",0.0336674784226875,0.0756409739269574,-0.114586106229682,0.181921063075057,1,245
 "33","ran_vals","upstream_vcs_link","https://github.com/Blosc/c-blosc","D:week_offset",0.0963545286502525,0.0604308647421962,-0.0220877897990635,0.214796847099568,1,292
 "34","ran_vals","upstream_vcs_link","https://github.com/bobek/pkg-pimd","D:week_offset",0.0956200354144285,0.0588230225920183,-0.0196709703277133,0.21091104115657,1,291
 "35","ran_vals","upstream_vcs_link","https://github.com/boxbackup/boxbackup.git","D:week_offset",-0.22227425733543,0.115984313675517,-0.44959933491104,0.0050508202401793,1,59
 "36","ran_vals","upstream_vcs_link","https://github.com/brunonova/drmips","D:week_offset",0.000929742399799015,0.0726084549791496,-0.141380214332432,0.14323969913203,1,222
 "37","ran_vals","upstream_vcs_link","https://github.com/c-ares/c-ares.git","D:week_offset",-0.20593242487854,0.112146218708106,-0.42573497454878,0.0138701247916991,1,69
 "38","ran_vals","upstream_vcs_link","https://github.com/c4urself/bump2version","D:week_offset",-0.224689230653922,0.117500287792105,-0.45498556289954,0.00560710159169506,1,58
 "39","ran_vals","upstream_vcs_link","https://github.com/calamares/calamares.git","D:week_offset",0.273960020559472,0.0354503178106671,0.204478674410066,0.343441366708879,2,437
 "40","ran_vals","upstream_vcs_link","https://github.com/canonical/lightdm.git","D:week_offset",-0.306587726045902,0.130299475902314,-0.561970006018883,-0.0512054460729206,0,26
 "41","ran_vals","upstream_vcs_link","https://github.com/capistrano/capistrano.git","D:week_offset",0.194857024296988,0.0424389726490444,0.111678166363981,0.278035882229995,2,373
 "42","ran_vals","upstream_vcs_link","https://github.com/capistrano/sshkit.git","D:week_offset",-0.178771415480777,0.0986267348366487,-0.37207626367339,0.0145334327118366,1,86
 "43","ran_vals","upstream_vcs_link","https://github.com/ceres-solver/ceres-solver.git","D:week_offset",0.0512439188922513,0.0680810518918104,-0.0821924908452995,0.184680328629802,1,257
 "44","ran_vals","upstream_vcs_link","https://github.com/cesbit/libcleri.git","D:week_offset",0.000452567640898318,0.076962491236234,-0.1503911433426,0.151296278624396,1,221
 "45","ran_vals","upstream_vcs_link","https://github.com/CESNET/libyang","D:week_offset",-0.355032635294611,0.14034895787831,-0.630111538003828,-0.079953732585395,0,11
 "46","ran_vals","upstream_vcs_link","https://github.com/cespare/reflex.git","D:week_offset",-0.0554377753912118,0.0861909054606954,-0.224368845889071,0.113493295106648,1,177
 "47","ran_vals","upstream_vcs_link","https://github.com/checkpoint-restore/criu.git","D:week_offset",-0.158549942216979,0.106820002005891,-0.367913298977021,0.0508134145430637,1,96
 "48","ran_vals","upstream_vcs_link","https://github.com/cleishm/libneo4j-client","D:week_offset",0.108345085788871,0.0558310514799605,-0.001081764330853,0.217771935908595,1,303
 "49","ran_vals","upstream_vcs_link","https://github.com/clojure/core.cache","D:week_offset",-0.33495971613293,0.132516420820672,-0.5946871283016,-0.0752323039642592,0,15
 "50","ran_vals","upstream_vcs_link","https://github.com/clojure/tools.logging.git","D:week_offset",-0.267126951413963,0.117376002973225,-0.49717968989075,-0.0370742129371751,0,37
 "51","ran_vals","upstream_vcs_link","https://github.com/ClusterLabs/pacemaker","D:week_offset",0.228754982883559,0.0391265545143991,0.152068345196193,0.305441620570924,2,402
 "52","ran_vals","upstream_vcs_link","https://github.com/codedread/scour.git","D:week_offset",0.144577089648121,0.0534155300201204,0.0398845745935666,0.249269604702675,2,330
 "53","ran_vals","upstream_vcs_link","https://github.com/codership/galera","D:week_offset",-0.243888474687428,0.121290975012912,-0.481614417362484,-0.00616253201237249,0,49
 "54","ran_vals","upstream_vcs_link","https://github.com/colmap/colmap","D:week_offset",0.226032918030063,0.0402019930490054,0.147238459547283,0.304827376512844,2,397
 "55","ran_vals","upstream_vcs_link","https://github.com/composer/semver","D:week_offset",-0.0681257717797195,0.0846045006979062,-0.233947546077609,0.0976960025181705,1,169
 "56","ran_vals","upstream_vcs_link","https://github.com/coq/coq","D:week_offset",-0.0915307849407041,0.083642314604541,-0.255466709149173,0.0724051392677649,1,156
 "57","ran_vals","upstream_vcs_link","https://github.com/coreruleset/coreruleset.git","D:week_offset",0.0761559819213478,0.0641781222753563,-0.0496308263337584,0.201942790176454,1,271
 "58","ran_vals","upstream_vcs_link","https://github.com/CorsixTH/CorsixTH.git","D:week_offset",0.0871881961882624,0.0573428895055562,-0.0252018020120875,0.199578194388612,1,279
 "59","ran_vals","upstream_vcs_link","https://github.com/cubiq/iscroll","D:week_offset",-0.12448801275301,0.0953611678825318,-0.31139246732645,0.0624164418204298,1,129
 "60","ran_vals","upstream_vcs_link","https://github.com/cucumber/aruba.git","D:week_offset",0.000194370195817567,0.0725651194906344,-0.142030650539671,0.142419390931306,1,218
 "61","ran_vals","upstream_vcs_link","https://github.com/cyrusimap/cyrus-sasl.git","D:week_offset",-0.173252609967842,0.108300104012693,-0.385516913354661,0.0390116934189773,1,91
 "62","ran_vals","upstream_vcs_link","https://github.com/DamienCassou/beginend.git","D:week_offset",-0.24742173357158,0.117111858366793,-0.476956758133049,-0.0178867090101101,0,48
 "63","ran_vals","upstream_vcs_link","https://github.com/darold/pgbadger.git","D:week_offset",0.170454611343869,0.0455506114953549,0.081177053339197,0.25973216934854,2,349
 "64","ran_vals","upstream_vcs_link","https://github.com/dask/partd.git","D:week_offset",-0.217010478206448,0.113633248684185,-0.439727553073735,0.00570659666083764,1,61
 "65","ran_vals","upstream_vcs_link","https://github.com/datalad/datalad","D:week_offset",0.11419574236917,0.052513059925923,0.0112720361963672,0.217119448541972,2,308
 "66","ran_vals","upstream_vcs_link","https://github.com/davesteele/comitup","D:week_offset",0.0239219246590635,0.0716187833851291,-0.116448311392365,0.164292160710492,1,239
 "67","ran_vals","upstream_vcs_link","https://github.com/davidcelis/api-pagination.git","D:week_offset",-0.0463018838845958,0.0805361415793522,-0.204149820833945,0.111546053064753,1,184
 "68","ran_vals","upstream_vcs_link","https://github.com/ddclient/ddclient.git","D:week_offset",0.110233318388631,0.0569170987079156,-0.00132214518339485,0.221788781960657,1,305
 "69","ran_vals","upstream_vcs_link","https://github.com/deckar01/task_list.git","D:week_offset",-0.247443127762907,0.115618324376446,-0.47405087949361,-0.0208353760322047,0,47
 "70","ran_vals","upstream_vcs_link","https://github.com/defunkt/mustache","D:week_offset",0.0301328552985416,0.067063726646647,-0.101309633597926,0.161575344195009,1,243
 "71","ran_vals","upstream_vcs_link","https://github.com/developit/preact.git","D:week_offset",0.279986927346605,0.0343408966671413,0.212680006682196,0.347293848011013,2,441
 "72","ran_vals","upstream_vcs_link","https://github.com/Diaoul/subliminal.git","D:week_offset",0.0907072548017661,0.0594906186952441,-0.0258922152589175,0.20730672486245,1,284
 "73","ran_vals","upstream_vcs_link","https://github.com/django-haystack/django-haystack","D:week_offset",-0.0593926764713761,0.0798878621248042,-0.215970009037894,0.0971846560951415,1,174
 "74","ran_vals","upstream_vcs_link","https://github.com/doctrine/instantiator","D:week_offset",-0.124177458929709,0.0901018755803789,-0.300773890006761,0.0524189721473423,1,130
 "75","ran_vals","upstream_vcs_link","https://github.com/doctrine/sql-formatter.git","D:week_offset",0.178447620745509,0.0508744620518563,0.078735507391021,0.278159734099997,2,362
 "76","ran_vals","upstream_vcs_link","https://github.com/donnemartin/gitsome","D:week_offset",0.288092052825109,0.0326201241185065,0.22415778438161,0.352026321268608,2,446
 "77","ran_vals","upstream_vcs_link","https://github.com/doorkeeper-gem/doorkeeper-openid_connect.git","D:week_offset",0.0896957599446782,0.0601305944329877,-0.0281580395129623,0.207549559402319,1,282
 "78","ran_vals","upstream_vcs_link","https://github.com/dpmb/dpmb","D:week_offset",-0.122448959994727,0.0897592366429192,-0.298373831094656,0.0534759111052028,1,131
 "79","ran_vals","upstream_vcs_link","https://github.com/drwetter/testssl.sh.git","D:week_offset",0.0867605548989326,0.0612144662934124,-0.0332175943689967,0.206738704166862,1,278
 "80","ran_vals","upstream_vcs_link","https://github.com/easyrdf/easyrdf.git","D:week_offset",0.106829086003591,0.0602111620709711,-0.011182623122817,0.224840795129998,1,302
 "81","ran_vals","upstream_vcs_link","https://github.com/eavgerinos/pkg-pick","D:week_offset",-0.23088347421375,0.115632113580447,-0.457518252287671,-0.00424869613982873,0,56
 "82","ran_vals","upstream_vcs_link","https://github.com/eclipse-ee4j/eclipselink.git","D:week_offset",0.102225900027164,0.0593679431267219,-0.0141331303374331,0.218584930391761,1,295
 "83","ran_vals","upstream_vcs_link","https://github.com/elastic/elasticsearch-ruby","D:week_offset",-0.0322439571439224,0.0753548517042678,-0.179936752544644,0.115448838256799,1,196
 "84","ran_vals","upstream_vcs_link","https://github.com/elasticsearch/curator.git","D:week_offset",0.171699445841001,0.0463819910014672,0.080792413946865,0.262606477735138,2,351
 "85","ran_vals","upstream_vcs_link","https://github.com/Electrostatics/apbs","D:week_offset",0.100632552962855,0.0639303706881265,-0.0246686711041683,0.225933777029878,1,294
 "86","ran_vals","upstream_vcs_link","https://github.com/elves/elvish.git","D:week_offset",0.204030776413795,0.0416222217220199,0.122452720882095,0.285608831945495,2,381
 "87","ran_vals","upstream_vcs_link","https://github.com/emacs-lsp/lsp-mode.git","D:week_offset",0.277803131855015,0.0351056776907898,0.208997267928196,0.346608995781834,2,439
 "88","ran_vals","upstream_vcs_link","https://github.com/emcrisostomo/fswatch.git","D:week_offset",-0.165424000814387,0.104715288755926,-0.370662195406715,0.0398141937779407,1,94
 "89","ran_vals","upstream_vcs_link","https://github.com/EnterpriseDB/mysql_fdw.git","D:week_offset",-0.0322545769890009,0.0816793331656644,-0.192343128274951,0.127833974296949,1,195
 "90","ran_vals","upstream_vcs_link","https://github.com/eproxus/meck.git","D:week_offset",-0.158810752967673,0.102199990813095,-0.359119054181664,0.0414975482463167,1,95
 "91","ran_vals","upstream_vcs_link","https://github.com/erlware/erlware_commons.git","D:week_offset",0.0359454293947864,0.0676858799113944,-0.0967164574934496,0.168607316283023,1,248
 "92","ran_vals","upstream_vcs_link","https://github.com/eslint/eslint-scope.git","D:week_offset",-0.0368342269405226,0.0805619173516377,-0.194732683475225,0.12106422959418,1,193
 "93","ran_vals","upstream_vcs_link","https://github.com/EsotericSoftware/kryo.git","D:week_offset",-0.370489612300289,0.139336031172086,-0.643583215146328,-0.097396009454251,0,3
 "94","ran_vals","upstream_vcs_link","https://github.com/EttusResearch/uhd","D:week_offset",0.226928750555251,0.0400489260064007,0.148434297963196,0.305423203147306,2,400
 "95","ran_vals","upstream_vcs_link","https://github.com/Exa-Networks/exabgp","D:week_offset",-0.043456128319104,0.0857450570031488,-0.21151335189761,0.124601095259402,1,188
 "96","ran_vals","upstream_vcs_link","https://github.com/Exiv2/exiv2.git","D:week_offset",0.0418463912780553,0.0709177153269465,-0.097149776628624,0.180842559184735,1,251
 "97","ran_vals","upstream_vcs_link","https://github.com/fail2ban/fail2ban","D:week_offset",-0.147726221962524,0.0922939618811587,-0.328619063240107,0.03316661931506,1,104
 "98","ran_vals","upstream_vcs_link","https://github.com/fgrehm/vagrant-lxc","D:week_offset",0.116627908865245,0.0529773595882875,0.0127941920761739,0.220461625654316,2,311
 "99","ran_vals","upstream_vcs_link","https://github.com/flask-restful/flask-restful","D:week_offset",-0.146235955880239,0.0916256295368648,-0.325818889833303,0.0333469780728257,1,105
 "100","ran_vals","upstream_vcs_link","https://github.com/florimondmanca/djangorestframework-api-key","D:week_offset",0.141967792668151,0.0557765127237871,0.0326478365462887,0.251287748790014,2,327
 "101","ran_vals","upstream_vcs_link","https://github.com/flot/flot","D:week_offset",0.0392060884308383,0.0632774929592246,-0.0848155188012288,0.163227695662905,1,250
 "102","ran_vals","upstream_vcs_link","https://github.com/Fluidsynth/fluidsynth.git","D:week_offset",0.269391601887828,0.0344464893445056,0.201877723378754,0.336905480396901,2,433
 "103","ran_vals","upstream_vcs_link","https://github.com/fog/fog-local","D:week_offset",-0.209083049798077,0.106771675743166,-0.418351688823671,0.000185589227516075,1,68
 "104","ran_vals","upstream_vcs_link","https://github.com/fog/fog-rackspace","D:week_offset",-0.194084352088418,0.107857529350486,-0.405481225076841,0.0173125209000057,1,78
 "105","ran_vals","upstream_vcs_link","https://github.com/fonttools/fonttools.git","D:week_offset",0.261207079120492,0.0361766776837946,0.19030209377994,0.332112064461043,2,427
 "106","ran_vals","upstream_vcs_link","https://github.com/freelan-developers/freelan","D:week_offset",-0.00844043472209691,0.0718881868156364,-0.149338691794631,0.132457822350438,1,213
 "107","ran_vals","upstream_vcs_link","https://github.com/fuzzylite/fuzzylite","D:week_offset",0.00035075660914452,0.079080491710023,-0.154644159022219,0.155345672240508,1,220
 "108","ran_vals","upstream_vcs_link","https://github.com/galaxyproject/bioblend","D:week_offset",0.0766000129698378,0.0643844891582694,-0.0495912669433797,0.202791292883055,1,272
 "109","ran_vals","upstream_vcs_link","https://github.com/gazebosim/gz-transport","D:week_offset",0.0207797664846148,0.0716421717877786,-0.119636309993663,0.161195842962892,1,235
 "110","ran_vals","upstream_vcs_link","https://github.com/gcsideal/syslog-ng-debian","D:week_offset",-0.142245131234162,0.0992444557887615,-0.336760690245412,0.0522704277770887,1,110
 "111","ran_vals","upstream_vcs_link","https://github.com/geopython/geolinks.git","D:week_offset",-0.269738283457621,0.128872393598912,-0.522323533512958,-0.0171530334022836,0,36
 "112","ran_vals","upstream_vcs_link","https://github.com/geopython/stetl.git","D:week_offset",0.0512091256990415,0.0678693071095853,-0.0818122718914338,0.184230523289517,1,256
 "113","ran_vals","upstream_vcs_link","https://github.com/github/git-lfs.git","D:week_offset",0.117095783642571,0.0527700854789261,0.0136683166427763,0.220523250642367,2,312
 "114","ran_vals","upstream_vcs_link","https://github.com/GoalSmashers/clean-css.git","D:week_offset",0.183436020473831,0.0444369533988672,0.096341192229367,0.270530848718296,2,366
 "115","ran_vals","upstream_vcs_link","https://github.com/gohugoio/hugo.git","D:week_offset",0.235675884120879,0.037737808727985,0.161711138158568,0.309640630083191,2,404
 "116","ran_vals","upstream_vcs_link","https://github.com/google/benchmark","D:week_offset",0.0768019956736182,0.0611257625191582,-0.0430022973914801,0.196606288738716,1,274
 "117","ran_vals","upstream_vcs_link","https://github.com/google/brotli","D:week_offset",0.138743618262938,0.0507018816667908,0.0393697562476164,0.23811748027826,2,325
 "118","ran_vals","upstream_vcs_link","https://github.com/google/flatbuffers.git","D:week_offset",-0.115463256901894,0.0940411130178858,-0.299780451483011,0.0688539376792226,1,137
 "119","ran_vals","upstream_vcs_link","https://github.com/google/fscrypt","D:week_offset",-0.00827790834511741,0.0751126144537454,-0.155495927459101,0.138940110768866,1,214
 "120","ran_vals","upstream_vcs_link","https://github.com/google/googletest.git","D:week_offset",0.135979009192064,0.0517746487448862,0.0345025623398756,0.237455456044253,2,323
 "121","ran_vals","upstream_vcs_link","https://github.com/google/gopacket.git","D:week_offset",-0.0951192669709916,0.0851833496067237,-0.262075564282654,0.0718370303406709,1,151
 "122","ran_vals","upstream_vcs_link","https://github.com/google/jimfs.git","D:week_offset",-0.0775259883923246,0.0865366246178493,-0.247134655986971,0.0920826792023223,1,162
 "123","ran_vals","upstream_vcs_link","https://github.com/google/stenographer","D:week_offset",0.199453324559879,0.0419470230379422,0.11723867014684,0.281667978972917,2,378
 "124","ran_vals","upstream_vcs_link","https://github.com/google/yapf.git","D:week_offset",-0.104610544916436,0.08567347743405,-0.272527475117479,0.0633063852846071,1,145
 "125","ran_vals","upstream_vcs_link","https://github.com/GoogleCloudPlatform/cloudsql-proxy.git","D:week_offset",-0.0970116990572196,0.0926584787421501,-0.278618980254104,0.0845955821396649,1,149
 "126","ran_vals","upstream_vcs_link","https://github.com/googlei18n/fontmake.git","D:week_offset",-0.0471026341359365,0.0830724898233972,-0.209921722295865,0.115716454023992,1,182
 "127","ran_vals","upstream_vcs_link","https://github.com/gpodder/mygpoclient","D:week_offset",-0.149792937163241,0.101740129564614,-0.349199926892323,0.049614052565842,1,102
 "128","ran_vals","upstream_vcs_link","https://github.com/Graylog2/gelf-rb","D:week_offset",-0.375263445816113,0.139034649240924,-0.647766350931483,-0.102760540700743,0,1
 "129","ran_vals","upstream_vcs_link","https://github.com/Grokzen/redis-py-cluster","D:week_offset",0.112799935857887,0.0563313246473719,0.00239256834760418,0.223207303368169,2,306
 "130","ran_vals","upstream_vcs_link","https://github.com/guessit-io/guessit.git","D:week_offset",0.258204096394834,0.0364131942199788,0.186835547161614,0.329572645628055,2,426
 "131","ran_vals","upstream_vcs_link","https://github.com/guillaumechereau/goxel.git","D:week_offset",0.277405178030255,0.0363548602386166,0.20615096129958,0.348659394760931,2,438
 "132","ran_vals","upstream_vcs_link","https://github.com/Haivision/srt.git","D:week_offset",-0.114831072307973,0.0897483443760189,-0.290734594957068,0.0610724503411219,1,138
 "133","ran_vals","upstream_vcs_link","https://github.com/hamcrest/hamcrest-php.git","D:week_offset",-0.294913763463286,0.13129279662817,-0.552242916284042,-0.0375846106425302,0,28
 "134","ran_vals","upstream_vcs_link","https://github.com/HandBrake/HandBrake","D:week_offset",0.144199039943131,0.0508602194767972,0.0445148415228054,0.243883238363456,2,329
 "135","ran_vals","upstream_vcs_link","https://github.com/HaxeFoundation/haxe-debian","D:week_offset",-0.195200914581324,0.104409833965258,-0.399840428785036,0.0094385996223883,1,76
 "136","ran_vals","upstream_vcs_link","https://github.com/highlightjs/highlight.js","D:week_offset",0.218347143150051,0.0425336170971348,0.13498278550745,0.301711500792652,2,392
 "137","ran_vals","upstream_vcs_link","https://github.com/howardabrams/node-mocks-http","D:week_offset",0.00377076546346864,0.0706431416103179,-0.134687247847517,0.142228778774454,1,225
 "138","ran_vals","upstream_vcs_link","https://github.com/htop-dev/htop","D:week_offset",0.0918927825850921,0.059577799737894,-0.02487755917932,0.208663124349504,1,287
 "139","ran_vals","upstream_vcs_link","https://github.com/httpie/httpie","D:week_offset",0.00940915867037637,0.0705169911373447,-0.128801604256949,0.147619921597702,1,228
 "140","ran_vals","upstream_vcs_link","https://github.com/httprb/http.rb","D:week_offset",-0.171155000954058,0.0975282087623032,-0.362306777604876,0.0199967756967595,1,92
 "141","ran_vals","upstream_vcs_link","https://github.com/i18next/i18next","D:week_offset",-0.137877339340156,0.0983746393538949,-0.330688089465907,0.0549334107855944,1,113
 "142","ran_vals","upstream_vcs_link","https://github.com/Icinga/icinga2","D:week_offset",0.237933905174682,0.0380745750546522,0.163309109340897,0.312558701008468,2,409
 "143","ran_vals","upstream_vcs_link","https://github.com/Icinga/icingaweb2.git","D:week_offset",0.00566300308119943,0.0716246429959873,-0.134718717596475,0.146044723758873,1,226
 "144","ran_vals","upstream_vcs_link","https://github.com/iem-projects/ambix.git","D:week_offset",-0.183750799992885,0.10127856223648,-0.382253134382384,0.014751534396614,1,84
 "145","ran_vals","upstream_vcs_link","https://github.com/ignitionrobotics/ign-cmake.git","D:week_offset",0.0830084894572497,0.061345560085444,-0.0372265989216584,0.203243577836158,1,276
 "146","ran_vals","upstream_vcs_link","https://github.com/igraph/igraph.git","D:week_offset",-0.324634048537531,0.131969632351737,-0.583289774999928,-0.065978322075135,0,18
 "147","ran_vals","upstream_vcs_link","https://github.com/ImageOptim/libimagequant.git","D:week_offset",0.0167153000954308,0.0729027915631935,-0.126171545740859,0.159602145931721,1,230
 "148","ran_vals","upstream_vcs_link","https://github.com/include-what-you-use/include-what-you-use","D:week_offset",-0.134189393826463,0.0988681800938077,-0.327967466027346,0.0595886783744196,1,118
 "149","ran_vals","upstream_vcs_link","https://github.com/infirit/caja-admin","D:week_offset",-0.169270328428912,0.102565737321907,-0.370295479627645,0.0317548227698201,1,93
 "150","ran_vals","upstream_vcs_link","https://github.com/Intel-Media-SDK/MediaSDK","D:week_offset",-0.281541053689508,0.125132704208597,-0.526796647226462,-0.0362854601525529,0,31
 "151","ran_vals","upstream_vcs_link","https://github.com/intel/compute-runtime","D:week_offset",0.309090682590239,0.0313052027164063,0.247733612737357,0.370447752443121,2,450
 "152","ran_vals","upstream_vcs_link","https://github.com/intel/intel-vaapi-driver.git","D:week_offset",0.140998002196206,0.0513231390776294,0.0404064980305121,0.2415895063619,2,326
 "153","ran_vals","upstream_vcs_link","https://github.com/intel/libva.git","D:week_offset",-0.0745644908984654,0.0862696035273683,-0.243649806772657,0.0945208249757261,1,165
 "154","ran_vals","upstream_vcs_link","https://github.com/intridea/grape-entity","D:week_offset",0.0522756540387671,0.0650211013775943,-0.0751633628964454,0.17971467097398,1,258
 "155","ran_vals","upstream_vcs_link","https://github.com/intridea/multi_json","D:week_offset",-0.135727428163535,0.0928865562430161,-0.3177817330478,0.0463268767207306,1,115
 "156","ran_vals","upstream_vcs_link","https://github.com/ioquake/ioq3","D:week_offset",0.122563631660944,0.0550950535372325,0.0145793110016623,0.230547952320226,2,315
 "157","ran_vals","upstream_vcs_link","https://github.com/Iotic-Labs/py-ubjson","D:week_offset",-0.0672798196398402,0.0899495015065531,-0.243577603020016,0.109017963740335,1,170
 "158","ran_vals","upstream_vcs_link","https://github.com/ipython/ipykernel.git","D:week_offset",0.113067171258934,0.0546788234218044,0.00589864663517246,0.220235695882696,2,307
 "159","ran_vals","upstream_vcs_link","https://github.com/ipython/ipython_genutils","D:week_offset",-0.0749851273426785,0.0885164630966315,-0.248474207050945,0.0985039523655879,1,163
 "160","ran_vals","upstream_vcs_link","https://github.com/ipython/traitlets.git","D:week_offset",0.178385634827678,0.0449908606293502,0.0902051683606903,0.266566101294665,2,361
 "161","ran_vals","upstream_vcs_link","https://github.com/isaacs/inherits","D:week_offset",-0.337554014478282,0.135546271149838,-0.603219824170665,-0.0718882047858992,0,14
 "162","ran_vals","upstream_vcs_link","https://github.com/isaacs/node-glob.git","D:week_offset",-0.0156312255699601,0.0748065222999254,-0.162249315086506,0.130986863946586,1,208
 "163","ran_vals","upstream_vcs_link","https://github.com/jaap-karssenberg/zim-desktop-wiki.git","D:week_offset",-0.0850433906925401,0.0874903817687903,-0.256521387953029,0.0864346065679486,1,158
 "164","ran_vals","upstream_vcs_link","https://github.com/JabRef/jabref.git","D:week_offset",0.0203613913376199,0.0691312053440007,-0.115133281344464,0.155856064019704,1,234
 "165","ran_vals","upstream_vcs_link","https://github.com/jackfranklin/gulp-load-plugins","D:week_offset",-0.150879522897204,0.100443073178794,-0.34774432882416,0.0459852830297526,1,101
 "166","ran_vals","upstream_vcs_link","https://github.com/janestreet/sexplib.git","D:week_offset",-0.253055361276194,0.124433470940347,-0.496940482790586,-0.0091702397618029,0,40.5
 "167","ran_vals","upstream_vcs_link","https://github.com/janestreet/variantslib.git","D:week_offset",-0.253055361276194,0.124433470940347,-0.496940482790586,-0.0091702397618029,0,40.5
 "168","ran_vals","upstream_vcs_link","https://github.com/jashkenas/backbone","D:week_offset",0.183553981169809,0.0426559319259455,0.0999498908679632,0.267158071471654,2,367
 "169","ran_vals","upstream_vcs_link","https://github.com/jashkenas/coffeescript","D:week_offset",-0.0454639202694782,0.0780013373332558,-0.198343732188619,0.107415891649663,1,186
 "170","ran_vals","upstream_vcs_link","https://github.com/jashkenas/underscore.git","D:week_offset",0.149154726740815,0.0479438893311386,0.0551864303730089,0.24312302310862,2,334
 "171","ran_vals","upstream_vcs_link","https://github.com/javaparser/javaparser.git","D:week_offset",0.189490922322305,0.0439327027420431,0.103384407204397,0.275597437440214,2,372
 "172","ran_vals","upstream_vcs_link","https://github.com/jazzband/django-sortedm2m.git","D:week_offset",-0.134435877568177,0.0969955913200077,-0.324543743214558,0.0556719880782037,1,117
 "173","ran_vals","upstream_vcs_link","https://github.com/jbeder/yaml-cpp","D:week_offset",-0.0306917536126817,0.0814421405083593,-0.190315415832917,0.128931908607553,1,198
 "174","ran_vals","upstream_vcs_link","https://github.com/JDimproved/JDim.git","D:week_offset",0.172977387359015,0.0477366134156719,0.079415344320387,0.266539430397644,2,353
 "175","ran_vals","upstream_vcs_link","https://github.com/jendrikseipp/vulture.git","D:week_offset",-0.289628144011571,0.128019910794068,-0.540542558471974,-0.0387137295511674,0,29
 "176","ran_vals","upstream_vcs_link","https://github.com/jmcnamara/XlsxWriter","D:week_offset",0.149751430271206,0.0482839571003656,0.0551166133234128,0.244386247219,2,336
 "177","ran_vals","upstream_vcs_link","https://github.com/joaotavora/yasnippet","D:week_offset",-0.0596301480169576,0.0833727995424069,-0.223037832410353,0.103777536376437,1,173
 "178","ran_vals","upstream_vcs_link","https://github.com/jobovy/galpy.git","D:week_offset",0.116023087229777,0.0550237678319663,0.00817848398542918,0.223867690474124,2,310
 "179","ran_vals","upstream_vcs_link","https://github.com/joewing/jwm","D:week_offset",-0.0481950457417607,0.0819775513159354,-0.208868093861778,0.112478002378257,1,180
 "180","ran_vals","upstream_vcs_link","https://github.com/jquery/jquery.git","D:week_offset",0.186442326024493,0.0420395766964637,0.104046269774115,0.268838382274871,2,369
 "181","ran_vals","upstream_vcs_link","https://github.com/jquery/qunit.git","D:week_offset",0.0603581156838375,0.0628154800117888,-0.0627579628108643,0.183474194178539,1,264
 "182","ran_vals","upstream_vcs_link","https://github.com/jquery/sizzle.git","D:week_offset",0.103238308261086,0.0555504476528766,-0.00563856846362937,0.212115184985802,1,297
 "183","ran_vals","upstream_vcs_link","https://github.com/jtesta/ssh-audit.git","D:week_offset",0.00324772604355588,0.0764843842911889,-0.146658912546895,0.153154364634007,1,224
 "184","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_client","D:week_offset",0.109589477035652,0.0546413376364009,0.00249442320121303,0.21668453087009,2,304
 "185","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_console","D:week_offset",0.0229247091907886,0.0702640744274566,-0.114790346094068,0.160639764475645,1,238
 "186","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_core","D:week_offset",0.174959775921852,0.0471159121634902,0.0826142849826583,0.267305266861045,2,357
 "187","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbconvert","D:week_offset",0.195663531764445,0.0429820598345979,0.111420242507288,0.279906821021602,2,374
 "188","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbformat","D:week_offset",-0.0100108887617332,0.0747651812607067,-0.156547951330327,0.136526173806861,1,212
 "189","ran_vals","upstream_vcs_link","https://github.com/jupyter/notebook.git","D:week_offset",0.264433074397316,0.0341168756601884,0.197565226838316,0.331300921956316,2,430
 "190","ran_vals","upstream_vcs_link","https://github.com/kaminari/kaminari","D:week_offset",-0.108596944465812,0.0912037615718524,-0.287353032401221,0.0701591434695968,1,143
 "191","ran_vals","upstream_vcs_link","https://github.com/KDAB/hotspot.git","D:week_offset",0.120899625680855,0.0552311604978474,0.0126485402807232,0.229150711080988,2,314
 "192","ran_vals","upstream_vcs_link","https://github.com/kelektiv/node-uuid","D:week_offset",0.0908412256312673,0.0609037193290949,-0.0285278707782946,0.210210322040829,1,285
 "193","ran_vals","upstream_vcs_link","https://github.com/keras-team/keras","D:week_offset",0.271186065848744,0.0335888632645259,0.205353103568633,0.337019028128855,2,434
 "194","ran_vals","upstream_vcs_link","https://github.com/keymanapp/keyman","D:week_offset",0.215287833775519,0.0450530125090149,0.126985551862817,0.303590115688221,2,390
 "195","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/SPIRV-LLVM-Translator","D:week_offset",0.0675919116409471,0.064412762679204,-0.0586547833550185,0.193838606636913,1,269
 "196","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/Vulkan-Tools","D:week_offset",0.291558452929934,0.0314456129975457,0.22992618398296,0.353190721876908,2,447
 "197","ran_vals","upstream_vcs_link","https://github.com/kilobyte/ndctl","D:week_offset",0.169691203865556,0.0483402326212957,0.0749460889235285,0.264436318807584,2,348
 "198","ran_vals","upstream_vcs_link","https://github.com/kilobyte/pmemkv","D:week_offset",0.164730470173698,0.0500987708467136,0.0665386836444145,0.262922256702982,2,344
 "199","ran_vals","upstream_vcs_link","https://github.com/kivy/kivy","D:week_offset",0.225852331127557,0.0371712932456506,0.152997935107305,0.298706727147809,2,396
 "200","ran_vals","upstream_vcs_link","https://github.com/korfuri/django-prometheus","D:week_offset",-0.209342777644525,0.11392380745751,-0.43262933724292,0.0139437819538696,1,67
 "201","ran_vals","upstream_vcs_link","https://github.com/Leaflet/Leaflet.markercluster","D:week_offset",-0.0458363785131155,0.0784520903380316,-0.19959965008754,0.107926893061309,1,185
 "202","ran_vals","upstream_vcs_link","https://github.com/letsencrypt/letsencrypt","D:week_offset",0.262515432805115,0.0341217944625607,0.195637944570618,0.329392921039613,2,429
 "203","ran_vals","upstream_vcs_link","https://github.com/libcgroup/libcgroup","D:week_offset",0.132140305841332,0.0590033896394008,0.0164957871823227,0.247784824500341,2,319
 "204","ran_vals","upstream_vcs_link","https://github.com/libevent/libevent","D:week_offset",-0.365788296199279,0.139638026760177,-0.639473799521466,-0.0921027928770917,0,6
 "205","ran_vals","upstream_vcs_link","https://github.com/librsync/librsync","D:week_offset",-0.0687125100850173,0.0810062997189804,-0.227481940055076,0.0900569198850413,1,168
 "206","ran_vals","upstream_vcs_link","https://github.com/libwww-perl/HTTP-Message.git","D:week_offset",-0.141232260230297,0.0990119025596152,-0.335292023287932,0.0528275028273378,1,111
 "207","ran_vals","upstream_vcs_link","https://github.com/libxsmm/libxsmm","D:week_offset",-0.361373038815241,0.13992644521062,-0.635623831912773,-0.087122245717709,0,9
 "208","ran_vals","upstream_vcs_link","https://github.com/linuxmint/cjs.git","D:week_offset",-0.191332712755106,0.109027151244732,-0.405022002531782,0.0223565770215687,1,79
 "209","ran_vals","upstream_vcs_link","https://github.com/LLNL/sundials.git","D:week_offset",0.0920237251503123,0.0601612766997838,-0.0258902104452128,0.209937660745837,1,288
 "210","ran_vals","upstream_vcs_link","https://github.com/locationtech/jts.git","D:week_offset",0.0588646327673234,0.0663107670325648,-0.0711020824037294,0.188831347938376,1,262
 "211","ran_vals","upstream_vcs_link","https://github.com/log2timeline/plaso","D:week_offset",0.17823751775057,0.0461751135001444,0.0877359583082374,0.268739077192902,2,360
 "212","ran_vals","upstream_vcs_link","https://github.com/lostisland/faraday_middleware","D:week_offset",-0.212578086940748,0.111288323675944,-0.430699193245433,0.0055430193639375,1,64
 "213","ran_vals","upstream_vcs_link","https://github.com/luakit/luakit","D:week_offset",0.256344990874489,0.0358645839024118,0.186051698105247,0.326638283643731,2,424
 "214","ran_vals","upstream_vcs_link","https://github.com/lualdap/lualdap.git","D:week_offset",-0.0133673101375858,0.081519505562196,-0.173142605077002,0.146407984801831,1,209
 "215","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/penlight","D:week_offset",0.0994956892329819,0.0558992442758298,-0.0100648163106512,0.209056194776615,1,293
 "216","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/say.git","D:week_offset",0.00822369923845973,0.0714669424933914,-0.131848934133783,0.148296332610702,1,227
 "217","ran_vals","upstream_vcs_link","https://github.com/lxc/lxcfs.git","D:week_offset",-0.143268314616639,0.0934362019967577,-0.326399905382493,0.0398632761492158,1,109
 "218","ran_vals","upstream_vcs_link","https://github.com/major/MySQLTuner-perl","D:week_offset",-0.320337981617473,0.128778812559781,-0.572739816206478,-0.0679361470284675,0,20
 "219","ran_vals","upstream_vcs_link","https://github.com/mapbox/leaflet-image","D:week_offset",-0.092794949195518,0.0936679120429029,-0.276380683306673,0.0907907849156371,1,155
 "220","ran_vals","upstream_vcs_link","https://github.com/mapbox/mapnik-vector-tile.git","D:week_offset",0.1980703802509,0.043529905043137,0.112753334115904,0.283387426385897,2,376
 "221","ran_vals","upstream_vcs_link","https://github.com/markdown-it/markdown-it","D:week_offset",0.220850953669642,0.0391892162246054,0.144041501287063,0.297660406052221,2,393
 "222","ran_vals","upstream_vcs_link","https://github.com/math-comp/math-comp","D:week_offset",0.158225827153095,0.0516904913065549,0.056914325849067,0.259537328457124,2,341
 "223","ran_vals","upstream_vcs_link","https://github.com/mathjax/MathJax","D:week_offset",0.156105574241151,0.0493498565164817,0.0593816328266273,0.252829515655674,2,340
 "224","ran_vals","upstream_vcs_link","https://github.com/matlab2tikz/matlab2tikz","D:week_offset",0.173460599767888,0.0449184306547557,0.0854220934425072,0.261499106093269,2,354
 "225","ran_vals","upstream_vcs_link","https://github.com/MatMoul/g810-led.git","D:week_offset",0.177839723279215,0.0486321407797152,0.0825224788598916,0.273156967698538,2,358
 "226","ran_vals","upstream_vcs_link","https://github.com/matrix-org/synapse.git","D:week_offset",0.287288970208489,0.0314377785927243,0.225672056412805,0.348905884004173,2,445
 "227","ran_vals","upstream_vcs_link","https://github.com/matthewdeanmartin/terminaltables","D:week_offset",-0.112312026557784,0.0936704453187197,-0.295902725798303,0.0712786726827349,1,141
 "228","ran_vals","upstream_vcs_link","https://github.com/maxmind/geoip-api-perl.git","D:week_offset",-0.214083453992904,0.115361828851069,-0.440188483731672,0.0120215757458644,1,62
 "229","ran_vals","upstream_vcs_link","https://github.com/mfontanini/libtins.git","D:week_offset",0.17784208336674,0.0456084987976507,0.0884510683344059,0.267233098399073,2,359
 "230","ran_vals","upstream_vcs_link","https://github.com/michaelrsweet/htmldoc.git","D:week_offset",-0.12831914836926,0.106379378758947,-0.336818899434541,0.0801806026960211,1,124
 "231","ran_vals","upstream_vcs_link","https://github.com/mishoo/UglifyJS2","D:week_offset",0.266320800013313,0.035642794035912,0.196462207394547,0.33617939263208,2,431
 "232","ran_vals","upstream_vcs_link","https://github.com/mlpack/ensmallen","D:week_offset",0.160382579325207,0.0491779920627038,0.0639954860503107,0.256769672600103,2,342
 "233","ran_vals","upstream_vcs_link","https://github.com/mlpack/mlpack","D:week_offset",0.209277775820366,0.0417882039631675,0.127374401073944,0.291181150566789,2,388
 "234","ran_vals","upstream_vcs_link","https://github.com/moment/moment.git","D:week_offset",0.106001500389496,0.0534777070040155,0.00118712068584047,0.210815880093152,2,299
 "235","ran_vals","upstream_vcs_link","https://github.com/mongodb/mongo-c-driver","D:week_offset",-0.144951520893278,0.0927984000839582,-0.326833042880774,0.036930001094219,1,106
 "236","ran_vals","upstream_vcs_link","https://github.com/mongoengine/flask-mongoengine","D:week_offset",-0.12007551469833,0.0939732921483143,-0.304259782817686,0.0641087534210271,1,133
 "237","ran_vals","upstream_vcs_link","https://github.com/Mottie/tablesorter.git","D:week_offset",0.22490015976528,0.0389598436591434,0.148540269350047,0.301260050180512,2,395
 "238","ran_vals","upstream_vcs_link","https://github.com/mqttjs/mqtt-packet","D:week_offset",-0.129107434953925,0.0974171224981719,-0.320041486527868,0.0618266166200186,1,123
 "239","ran_vals","upstream_vcs_link","https://github.com/mruby-debian/mruby","D:week_offset",0.24907373605879,0.0347536715643496,0.180957791462131,0.317189680655449,2,420
 "240","ran_vals","upstream_vcs_link","https://github.com/mvz/ruby-gir-ffi","D:week_offset",0.0714503462963019,0.0661855121677138,-0.0582708738507547,0.201171566443358,1,270
 "241","ran_vals","upstream_vcs_link","https://github.com/mypaint/libmypaint","D:week_offset",0.0936671479911857,0.059899097291668,-0.0237329254069443,0.211067221389316,1,290
 "242","ran_vals","upstream_vcs_link","https://github.com/mypaint/mypaint","D:week_offset",0.0885886133999252,0.0577277056461997,-0.0245556105767558,0.201732837376606,1,281
 "243","ran_vals","upstream_vcs_link","https://github.com/NagiosEnterprises/nrpe.git","D:week_offset",-0.359951479286643,0.140020312181167,-0.634386248265784,-0.085516710307501,0,10
 "244","ran_vals","upstream_vcs_link","https://github.com/namhyung/uftrace","D:week_offset",0.236499297810328,0.038596777642296,0.160851003712127,0.312147591908529,2,407
 "245","ran_vals","upstream_vcs_link","https://github.com/netty/netty","D:week_offset",-0.189844755608869,0.101489998062035,-0.388761496601498,0.00907198538375917,1,81
 "246","ran_vals","upstream_vcs_link","https://github.com/nicolargo/glances","D:week_offset",-0.370335825972344,0.139345827691273,-0.643448629643164,-0.0972230223015242,0,4
 "247","ran_vals","upstream_vcs_link","https://github.com/nikic/PHP-Parser","D:week_offset",-0.247774967962318,0.12360383343309,-0.490034029842262,-0.00551590608237371,0,46
 "248","ran_vals","upstream_vcs_link","https://github.com/ninja-build/ninja.git","D:week_offset",0.0485290772674237,0.0679027156210442,-0.0845577998022883,0.181615954337136,1,255
 "249","ran_vals","upstream_vcs_link","https://github.com/nixxcode/amsynth.git","D:week_offset",0.057803416420201,0.0667007438876216,-0.0729276393415674,0.188534472181969,1,261
 "250","ran_vals","upstream_vcs_link","https://github.com/nodejs/node-gyp.git","D:week_offset",0.0226363114366373,0.0746591701810738,-0.123692973233914,0.168965596107189,1,237
 "251","ran_vals","upstream_vcs_link","https://github.com/nojhan/liquidprompt.git","D:week_offset",-0.0950073966276826,0.0838625598163848,-0.259374993519133,0.0693602002637676,1,152
 "252","ran_vals","upstream_vcs_link","https://github.com/npm/abbrev-js","D:week_offset",-0.21258512678384,0.11338370813503,-0.4348131111621,0.0096428575944201,1,63
 "253","ran_vals","upstream_vcs_link","https://github.com/npm/nopt","D:week_offset",-0.104465012255342,0.0981310212126611,-0.296798279598293,0.08786825508761,1,146
 "254","ran_vals","upstream_vcs_link","https://github.com/ntop/nDPI.git","D:week_offset",-0.0995268812539182,0.0880875965921866,-0.272175398059297,0.0731216355514608,1,148
 "255","ran_vals","upstream_vcs_link","https://github.com/Nuitka/Nuitka","D:week_offset",0.0246630941136827,0.0740419041023287,-0.12045637127365,0.169782559501015,1,240
 "256","ran_vals","upstream_vcs_link","https://github.com/numba/numba.git","D:week_offset",0.105862135504626,0.0538272474304338,0.000362669154049519,0.211361601855202,2,298
 "257","ran_vals","upstream_vcs_link","https://github.com/nvbn/thefuck.git","D:week_offset",0.179477851679364,0.0457790882756489,0.0897524874140119,0.269203215944715,2,364
 "258","ran_vals","upstream_vcs_link","https://github.com/oauth-xx/oauth-ruby","D:week_offset",-0.000347431624385891,0.0815524638540165,-0.160187323628763,0.159492460379991,1,217
 "259","ran_vals","upstream_vcs_link","https://github.com/ocaml/dune.git","D:week_offset",0.284137245782919,0.0332021880441508,0.219062153008457,0.349212338557381,2,443
 "260","ran_vals","upstream_vcs_link","https://github.com/OCamlPro/alt-ergo.git","D:week_offset",0.135937149233323,0.0557817258543914,0.0266069755632294,0.245267322903417,2,322
 "261","ran_vals","upstream_vcs_link","https://github.com/ocsigen/js_of_ocaml.git","D:week_offset",0.0931570703003534,0.0611030647853011,-0.0266027360238544,0.212916876624561,1,289
 "262","ran_vals","upstream_vcs_link","https://github.com/olive-editor/olive","D:week_offset",-0.19641270553502,0.109015697315704,-0.410079546023321,0.0172541349532797,1,74
 "263","ran_vals","upstream_vcs_link","https://github.com/oneapi-src/oneTBB.git","D:week_offset",0.2044868782834,0.0449984130594873,0.116291609325348,0.292682147241451,2,383
 "264","ran_vals","upstream_vcs_link","https://github.com/open-power/skiboot.git","D:week_offset",-0.328382378891552,0.132498002740969,-0.588073692287341,-0.068691065495763,0,16
 "265","ran_vals","upstream_vcs_link","https://github.com/openalpr/openalpr","D:week_offset",-0.190541305235285,0.10281970588848,-0.392064225677707,0.0109816152071377,1,80
 "266","ran_vals","upstream_vcs_link","https://github.com/opencontainers/runc","D:week_offset",0.152145958700962,0.0476865408460753,0.0586820560953557,0.245609861306567,2,338
 "267","ran_vals","upstream_vcs_link","https://github.com/OpenPrinting/cups-filters","D:week_offset",-0.251282133936191,0.121412773429502,-0.489246797121136,-0.0133174707512457,0,42
 "268","ran_vals","upstream_vcs_link","https://github.com/openstreetmap/osm2pgsql.git","D:week_offset",0.164915761416026,0.0468833293594486,0.0730261243961778,0.256805398435875,2,345
 "269","ran_vals","upstream_vcs_link","https://github.com/openSUSE/open-build-service","D:week_offset",-0.209886267409882,0.105361012688091,-0.416390057653208,-0.00338247716655635,0,66
 "270","ran_vals","upstream_vcs_link","https://github.com/OpenTTD/OpenTTD.git","D:week_offset",0.187034295643457,0.0452312218501081,0.0983827298405037,0.27568586144641,2,370
 "271","ran_vals","upstream_vcs_link","https://github.com/osantana/dicteval.git","D:week_offset",-0.205557016810159,0.111362011553026,-0.423822548700023,0.0127085150797054,1,70
 "272","ran_vals","upstream_vcs_link","https://github.com/OSGeo/PROJ.git","D:week_offset",0.0306270660808793,0.0679053941996379,-0.102465060906406,0.163719193068165,1,244
 "273","ran_vals","upstream_vcs_link","https://github.com/OSGeo/shapelib.git","D:week_offset",-0.200302525928692,0.117020780326017,-0.429659040810459,0.0290539889530756,1,72
 "274","ran_vals","upstream_vcs_link","https://github.com/osmcode/libosmium.git","D:week_offset",0.173512356807661,0.0466060772770376,0.0821661238839769,0.264858589731345,2,355
 "275","ran_vals","upstream_vcs_link","https://github.com/osmcode/osmium-tool.git","D:week_offset",0.00023709628758488,0.0733306564619805,-0.143488349340576,0.143962541915746,1,219
 "276","ran_vals","upstream_vcs_link","https://github.com/P403n1x87/austin","D:week_offset",-0.109942302702275,0.0925376399804307,-0.291312744278253,0.0714281388737028,1,142
 "277","ran_vals","upstream_vcs_link","https://github.com/PDAL/PDAL.git","D:week_offset",0.208357888586111,0.0402326875053084,0.129503270074452,0.28721250709777,2,387
 "278","ran_vals","upstream_vcs_link","https://github.com/pdfminer/pdfminer.six.git","D:week_offset",-0.134515966657458,0.095578085895752,-0.321845572724407,0.0528136394094919,1,116
 "279","ran_vals","upstream_vcs_link","https://github.com/pgbackrest/pgbackrest","D:week_offset",0.249937665547683,0.0383538659182828,0.174765469679971,0.325109861415396,2,421
 "280","ran_vals","upstream_vcs_link","https://github.com/pgRouting/pgrouting.git","D:week_offset",0.202002691560265,0.0429746913216907,0.117773844323025,0.286231538797505,2,380
 "281","ran_vals","upstream_vcs_link","https://github.com/philpem/printer-driver-ptouch.git","D:week_offset",0.145006096412509,0.0565725565227793,0.0341259231145054,0.255886269710513,2,332
 "282","ran_vals","upstream_vcs_link","https://github.com/phpmyadmin/motranslator","D:week_offset",-0.0438488314854281,0.0814463420350898,-0.203480728546735,0.115783065575879,1,187
 "283","ran_vals","upstream_vcs_link","https://github.com/plastex/plastex","D:week_offset",-0.352069651808086,0.140549852945047,-0.62754230161278,-0.0765970020033926,0,12
 "284","ran_vals","upstream_vcs_link","https://github.com/plotly/plotly.R.git","D:week_offset",0.201352460432552,0.0422427100936355,0.11855827003966,0.284146650825444,2,379
 "285","ran_vals","upstream_vcs_link","https://github.com/porridge/bambam","D:week_offset",0.0913748019623815,0.0665418453128647,-0.0390448183156687,0.221794422240432,1,286
 "286","ran_vals","upstream_vcs_link","https://github.com/PracticallyGreen/omniauth-saml.git","D:week_offset",-0.0468927430191874,0.0806286393124243,-0.204921972194009,0.111136486155634,1,183
 "287","ran_vals","upstream_vcs_link","https://github.com/prawnpdf/prawn","D:week_offset",0.0851604828535621,0.0570350465756219,-0.0266261542912214,0.196947119998346,1,277
 "288","ran_vals","upstream_vcs_link","https://github.com/prehor/amavisd-milter","D:week_offset",-0.120854999506796,0.0937431721981502,-0.304588240811707,0.0628782417981146,1,132
 "289","ran_vals","upstream_vcs_link","https://github.com/processone/eimp.git","D:week_offset",-0.232437519872464,0.118079829786286,-0.463869733554205,-0.00100530619072287,0,55
 "290","ran_vals","upstream_vcs_link","https://github.com/processone/fast_tls.git","D:week_offset",-0.218746571065281,0.114752971646579,-0.443658262611521,0.00616512048095991,1,60
 "291","ran_vals","upstream_vcs_link","https://github.com/processone/pkix.git","D:week_offset",-0.101328403903438,0.0979801004187289,-0.293365871925764,0.090709064118889,1,147
 "292","ran_vals","upstream_vcs_link","https://github.com/processone/stun.git","D:week_offset",-0.233331920131695,0.118058089275171,-0.464721523194645,-0.00194231706874559,0,54
 "293","ran_vals","upstream_vcs_link","https://github.com/prometheus/haproxy_exporter","D:week_offset",-0.0565452115885532,0.0832110763212108,-0.21963592429294,0.106545501115834,1,175
 "294","ran_vals","upstream_vcs_link","https://github.com/prometheus/mysqld_exporter","D:week_offset",-0.139639185085842,0.094658438551623,-0.325166315479821,0.0458879453081373,1,112
 "295","ran_vals","upstream_vcs_link","https://github.com/prometheus/node_exporter","D:week_offset",-0.0106571937972716,0.0736392859181708,-0.154987542044134,0.133673154449591,1,210
 "296","ran_vals","upstream_vcs_link","https://github.com/prometheus/pushgateway","D:week_offset",-0.194512939680972,0.103812218581703,-0.39798114925631,0.00895526989436471,1,77
 "297","ran_vals","upstream_vcs_link","https://github.com/prometheus/snmp_exporter","D:week_offset",-0.020284582972898,0.0800535820692981,-0.177186720662144,0.136617554716348,1,206
 "298","ran_vals","upstream_vcs_link","https://github.com/psf/black.git","D:week_offset",-0.0321798540942288,0.0768294380347634,-0.182762785594817,0.118403077406359,1,197
 "299","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/clj-kitchensink.git","D:week_offset",-0.0211657574442364,0.0788111742023898,-0.175632820460233,0.13330130557176,1,205
 "300","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/marionette-collective","D:week_offset",-0.0524482391942335,0.0819456543883508,-0.213058770484968,0.108162292096501,1,178
 "301","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-apache","D:week_offset",0.226453474335449,0.0379397988100821,0.152092835086992,0.300814113583905,2,399
 "302","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-concat","D:week_offset",0.0539642140100453,0.0644985489198584,-0.0724506189279719,0.180379046948063,1,260
 "303","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-firewall","D:week_offset",-0.0276768920098442,0.0743667577800672,-0.17343305890579,0.118079274886101,1,199
 "304","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-mysql","D:week_offset",0.155989558018597,0.0480845192636453,0.0617456320479297,0.250233483989264,2,339
 "305","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-ntp.git","D:week_offset",-0.0255443053134752,0.0784646990994132,-0.179332289606097,0.128243678979147,1,203
 "306","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-postgresql.git","D:week_offset",0.132536047551192,0.0511609054885909,0.0322625153770968,0.232809579725288,2,320
 "307","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-xinetd","D:week_offset",-0.23994991404691,0.114524634573993,-0.464414073154548,-0.0154857549392731,0,52
 "308","ran_vals","upstream_vcs_link","https://github.com/py-pdf/pypdf","D:week_offset",0.248185788694517,0.040397518269855,0.169008107820802,0.327363469568231,2,418
 "309","ran_vals","upstream_vcs_link","https://github.com/pydanny/cached-property.git","D:week_offset",-0.243049674912831,0.114451629295302,-0.467370746303552,-0.0187286035221107,0,51
 "310","ran_vals","upstream_vcs_link","https://github.com/pydicom/pydicom.git","D:week_offset",0.172458314598283,0.0468820809064582,0.0805711245013323,0.264345504695234,2,352
 "311","ran_vals","upstream_vcs_link","https://github.com/pyjokes/pyjokes","D:week_offset",-0.249429513805204,0.118480715821311,-0.481647449677498,-0.0172115779329102,0,44
 "312","ran_vals","upstream_vcs_link","https://github.com/pypa/pipenv.git","D:week_offset",0.338665599842227,0.027859367203801,0.284062243490701,0.393268956193753,2,451
 "313","ran_vals","upstream_vcs_link","https://github.com/pyparsing/pyparsing","D:week_offset",0.151354352866843,0.0516017817472048,0.0502167191042257,0.252491986629461,2,337
 "314","ran_vals","upstream_vcs_link","https://github.com/pytest-dev/pytest-bdd.git","D:week_offset",-0.00503513405907259,0.076664466544341,-0.155294727379957,0.145224459261812,1,215
 "315","ran_vals","upstream_vcs_link","https://github.com/python-bugzilla/python-bugzilla","D:week_offset",-0.133133840180972,0.0968055428231612,-0.322869217618218,0.056601537256274,1,119
 "316","ran_vals","upstream_vcs_link","https://github.com/python-social-auth/social-app-django.git","D:week_offset",-0.176195317630319,0.101072740077328,-0.374294248000659,0.0219036127400206,1,88
 "317","ran_vals","upstream_vcs_link","https://github.com/rackerlabs/kthresher","D:week_offset",-0.0233689757038746,0.0824435936298736,-0.184955449974483,0.138217498566733,1,204
 "318","ran_vals","upstream_vcs_link","https://github.com/rails/jbuilder","D:week_offset",-0.117404948487439,0.0962589841560987,-0.306069090621804,0.0712591936469262,1,134
 "319","ran_vals","upstream_vcs_link","https://github.com/rails/jquery-rails.git","D:week_offset",-0.15338820943081,0.0954196688459321,-0.340407323785575,0.0336309049239558,1,100
 "320","ran_vals","upstream_vcs_link","https://github.com/rails/rails-dom-testing","D:week_offset",-0.199354612327872,0.113729408120561,-0.422260156227229,0.0235509315714842,1,73
 "321","ran_vals","upstream_vcs_link","https://github.com/rails/rails-html-sanitizer","D:week_offset",-0.315221691844439,0.130563546094171,-0.57112153988285,-0.0593218438060276,0,22
 "322","ran_vals","upstream_vcs_link","https://github.com/rails/sprockets.git","D:week_offset",-0.0891590028233723,0.0873052240086191,-0.260274097542467,0.0819560918957227,1,157
 "323","ran_vals","upstream_vcs_link","https://github.com/rakhimov/scram.git","D:week_offset",0.0623322718467224,0.0605630610681091,-0.0563691466402713,0.181033690333716,1,268
 "324","ran_vals","upstream_vcs_link","https://github.com/ranger/ranger.git","D:week_offset",-0.366826306065329,0.139570899484582,-0.640380242344969,-0.0932723697856885,0,5
 "325","ran_vals","upstream_vcs_link","https://github.com/Ranks/emojione","D:week_offset",0.0609690033137813,0.0632328629721189,-0.062965130750928,0.184903137378491,1,265
 "326","ran_vals","upstream_vcs_link","https://github.com/rbenv/ruby-build.git","D:week_offset",0.021731989895007,0.0755259891141065,-0.126296228665406,0.16976020845542,1,236
 "327","ran_vals","upstream_vcs_link","https://github.com/rclone/rclone.git","D:week_offset",0.106526085429785,0.0550530674861701,-0.00137594408156184,0.214428114941131,1,301
 "328","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/dcfldd","D:week_offset",-0.189764738467099,0.11277538925827,-0.410800439755794,0.0312709628215959,1,82
 "329","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/nbtscan","D:week_offset",-0.154901024607573,0.107434012135466,-0.365467819107725,0.0556657698925783,1,99
 "330","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/openrdate","D:week_offset",-0.125432126790717,0.101231551831746,-0.32384232248004,0.0729780688986061,1,128
 "331","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/packit","D:week_offset",0.00231413513930049,0.0761034011429196,-0.146845790201826,0.151474060480427,1,223
 "332","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/scrot","D:week_offset",-0.183841494731353,0.112893481068542,-0.40510865171505,0.0374256622523429,1,83
 "333","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/sniffit","D:week_offset",-0.363132883115324,0.139810922896685,-0.637157256638134,-0.0891085095925149,0,8
 "334","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/stress","D:week_offset",-0.0839976145749379,0.0972549471780421,-0.274613808362246,0.10661857921237,1,159
 "335","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/txt2html","D:week_offset",-0.195615968620247,0.113911093992572,-0.418877610285245,0.0276456730447514,1,75
 "336","ran_vals","upstream_vcs_link","https://github.com/RiotGames/buff-extensions","D:week_offset",-0.272125119025097,0.119485697760062,-0.506312783302457,-0.0379374547477374,0,35
 "337","ran_vals","upstream_vcs_link","https://github.com/robert7/nixnote2","D:week_offset",0.262099567545902,0.0365210788838874,0.190519568256936,0.333679566834867,2,428
 "338","ran_vals","upstream_vcs_link","https://github.com/ropensci/RNeXML.git","D:week_offset",0.1288651030097,0.0527559275363463,0.0254653850674568,0.232264820951944,2,317
 "339","ran_vals","upstream_vcs_link","https://github.com/ros/robot_state_publisher","D:week_offset",-0.144302015445229,0.105749666758947,-0.351567553669878,0.062963522779419,1,107
 "340","ran_vals","upstream_vcs_link","https://github.com/royhills/arp-scan","D:week_offset",0.103131376150957,0.0633517508077306,-0.0210357737897514,0.227298526091665,1,296
 "341","ran_vals","upstream_vcs_link","https://github.com/rr-debugger/rr.git","D:week_offset",0.236285223157667,0.0370265583854509,0.163714502250714,0.308855944064621,2,406
 "342","ran_vals","upstream_vcs_link","https://github.com/rsnapshot/rsnapshot.git","D:week_offset",-0.0969265514373954,0.0867985122282788,-0.267048509316481,0.0731954064416904,1,150
 "343","ran_vals","upstream_vcs_link","https://github.com/rsyslog/rsyslog-doc","D:week_offset",-0.182502962583767,0.106633536202453,-0.391500853084722,0.026494927917189,1,85
 "344","ran_vals","upstream_vcs_link","https://github.com/ruby-ldap/ruby-net-ldap.git","D:week_offset",0.131812076913377,0.0509378548150047,0.0319757160262379,0.231648437800517,2,318
 "345","ran_vals","upstream_vcs_link","https://github.com/scikit-learn-contrib/imbalanced-learn.git","D:week_offset",0.24436944303216,0.0375998369346988,0.170675116815571,0.318063769248748,2,416
 "346","ran_vals","upstream_vcs_link","https://github.com/scop/bash-completion","D:week_offset",-0.0472944335978282,0.078197712392027,-0.200559133559623,0.105970266363966,1,181
 "347","ran_vals","upstream_vcs_link","https://github.com/seccomp/libseccomp","D:week_offset",-0.116188381823408,0.0949480124758823,-0.302283066679797,0.0699063030329812,1,136
 "348","ran_vals","upstream_vcs_link","https://github.com/selectize/selectize.js","D:week_offset",-0.30977550169936,0.133639597342821,-0.571704299399724,-0.0478467039989967,0,24
 "349","ran_vals","upstream_vcs_link","https://github.com/SELinuxProject/selinux.git","D:week_offset",0.0538724106231412,0.0678136817356229,-0.0790399632377412,0.186784784484024,1,259
 "350","ran_vals","upstream_vcs_link","https://github.com/SethMMorton/natsort.git","D:week_offset",-0.202707102748723,0.114371301456437,-0.426870734468313,0.0214565289708666,1,71
 "351","ran_vals","upstream_vcs_link","https://github.com/silx-kit/pyFAI","D:week_offset",0.273446443586611,0.0347594542572009,0.20531916512023,0.341573722052992,2,435
 "352","ran_vals","upstream_vcs_link","https://github.com/simd-everywhere/simde","D:week_offset",0.257794183217042,0.0371042003854692,0.185071286786365,0.330517079647719,2,425
 "353","ran_vals","upstream_vcs_link","https://github.com/sinatra/sinatra.git","D:week_offset",0.0616860192630984,0.0631809640281528,-0.0621463947406018,0.185518433266799,1,266
 "354","ran_vals","upstream_vcs_link","https://github.com/skvadrik/re2c","D:week_offset",0.184042242937479,0.04850908818735,0.0889661771673954,0.279118308707562,2,368
 "355","ran_vals","upstream_vcs_link","https://github.com/slime/slime","D:week_offset",-0.130637973618896,0.0881650947092082,-0.303438383942506,0.0421624367047153,1,121
 "356","ran_vals","upstream_vcs_link","https://github.com/smarty-php/smarty.git","D:week_offset",0.0595234517337308,0.0698946760748513,-0.0774675960840711,0.196514499551533,1,263
 "357","ran_vals","upstream_vcs_link","https://github.com/solnic/virtus.git","D:week_offset",0.242912677930604,0.0375715962501432,0.169273702438643,0.316551653422564,2,415
 "358","ran_vals","upstream_vcs_link","https://github.com/sopel-irc/sopel.git","D:week_offset",0.208180452917711,0.0398490147016764,0.130077819283018,0.286283086552404,2,386
 "359","ran_vals","upstream_vcs_link","https://github.com/spacetelescope/gwcs","D:week_offset",0.10632453559228,0.0585502384260548,-0.00843182300902104,0.22108089419358,1,300
 "360","ran_vals","upstream_vcs_link","https://github.com/squizlabs/PHP_CodeSniffer","D:week_offset",0.144644574571963,0.0488651383333045,0.0488706633391187,0.240418485804808,2,331
 "361","ran_vals","upstream_vcs_link","https://github.com/stachenov/quazip.git","D:week_offset",-0.0947241806947426,0.0926657949079934,-0.276345801313185,0.0868974399236996,1,154
 "362","ran_vals","upstream_vcs_link","https://github.com/stephane/libmodbus.git","D:week_offset",-0.0649369751620572,0.0897193814739723,-0.240783731566253,0.110909781242139,1,171
 "363","ran_vals","upstream_vcs_link","https://github.com/supercollider/supercollider.git","D:week_offset",0.24450635852632,0.0374697062859329,0.171067083694597,0.317945633358042,2,417
 "364","ran_vals","upstream_vcs_link","https://github.com/swaywm/wlroots","D:week_offset",0.149139781302683,0.0499009414645542,0.0513357332375158,0.246943829367851,2,333
 "365","ran_vals","upstream_vcs_link","https://github.com/syncthing/syncthing.git","D:week_offset",0.22820505845779,0.0379259835864184,0.153871496550153,0.302538620365428,2,401
 "366","ran_vals","upstream_vcs_link","https://github.com/tarantool/tarantool","D:week_offset",0.285472311306492,0.0349794262421307,0.21691389567204,0.354030726940943,2,444
 "367","ran_vals","upstream_vcs_link","https://github.com/terser/terser","D:week_offset",0.266773577687783,0.0357169343472334,0.196769672729024,0.336777482646542,2,432
 "368","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/factory_girl.git","D:week_offset",-0.0749221484299366,0.0878959722716412,-0.247195088468485,0.0973507916086113,1,164
 "369","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/shoulda-matchers","D:week_offset",0.0271441811895389,0.0648020254777257,-0.0998654548720504,0.154153817251128,1,242
 "370","ran_vals","upstream_vcs_link","https://github.com/tinfoil/devise-two-factor.git","D:week_offset",-0.127252689754194,0.0971449934516078,-0.317653378197724,0.063147998689337,1,125
 "371","ran_vals","upstream_vcs_link","https://github.com/tkf/emacs-jedi.git","D:week_offset",0.149322957910121,0.0501984467454071,0.0509358102092711,0.247710105610971,2,335
 "372","ran_vals","upstream_vcs_link","https://github.com/tmuxinator/tmuxinator","D:week_offset",-0.0949016562027192,0.0852468478233503,-0.261982407732052,0.0721790953266139,1,153
 "373","ran_vals","upstream_vcs_link","https://github.com/totalopenstation/totalopenstation.git","D:week_offset",-0.0268009357699066,0.0818399375608344,-0.187204265886149,0.133602394346336,1,201
 "374","ran_vals","upstream_vcs_link","https://github.com/tpm2-software/tpm2-abrmd.git","D:week_offset",0.127314464859145,0.0529668625181172,0.023501321949551,0.231127607768739,2,316
 "375","ran_vals","upstream_vcs_link","https://github.com/tqdm/tqdm.git","D:week_offset",0.0168644952009604,0.07233548383841,-0.124910447926602,0.158639438328523,1,231
 "376","ran_vals","upstream_vcs_link","https://github.com/troglobit/inadyn","D:week_offset",-0.364482969115114,0.13972280616058,-0.638334637008722,-0.0906313012215059,0,7
 "377","ran_vals","upstream_vcs_link","https://github.com/Tux/Text-CSV_XS.git","D:week_offset",-0.0564864333002738,0.0843505724060306,-0.221810517291432,0.108837650690884,1,176
 "378","ran_vals","upstream_vcs_link","https://github.com/twbs/bootstrap-sass","D:week_offset",0.0252487749000889,0.0669669444290647,-0.106004024335573,0.156501574135751,1,241
 "379","ran_vals","upstream_vcs_link","https://github.com/twisted/twisted.git","D:week_offset",0.278248048764659,0.0315052987554222,0.216498797881857,0.339997299647461,2,440
 "380","ran_vals","upstream_vcs_link","https://github.com/ua-parser/uap-core.git","D:week_offset",-0.321100525859924,0.128936508491534,-0.573811438795674,-0.0683896129241737,0,19
 "381","ran_vals","upstream_vcs_link","https://github.com/un33k/django-ipware","D:week_offset",-0.326354153785944,0.136189531374222,-0.593280730350807,-0.0594275772210813,0,17
 "382","ran_vals","upstream_vcs_link","https://github.com/unknown-horizons/unknown-horizons.git","D:week_offset",0.273861230197059,0.0317382296879606,0.211655443075597,0.336067017318522,2,436
 "383","ran_vals","upstream_vcs_link","https://github.com/varietywalls/variety.git","D:week_offset",0.1339846899843,0.0551089511619875,0.0259731304810274,0.241996249487572,2,321
 "384","ran_vals","upstream_vcs_link","https://github.com/varvet/pundit","D:week_offset",-0.0326976108244139,0.0787137019517066,-0.186973631739579,0.121578410090751,1,194
 "385","ran_vals","upstream_vcs_link","https://github.com/vim-airline/vim-airline.git","D:week_offset",0.0463101479204008,0.0639127469206311,-0.0789565341970594,0.171576830037861,1,252
 "386","ran_vals","upstream_vcs_link","https://github.com/vim-syntastic/syntastic","D:week_offset",0.0345735495643717,0.0634235869795434,-0.0897343966858767,0.15888149581462,1,246
 "387","ran_vals","upstream_vcs_link","https://github.com/virt-manager/virt-manager","D:week_offset",0.207038860769285,0.0429843237608189,0.122791134298271,0.291286587240299,2,385
 "388","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/beaker","D:week_offset",0.248730075059446,0.0357172033456001,0.178725642873576,0.318734507245316,2,419
 "389","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/librarian-puppet.git","D:week_offset",0.0369852346290968,0.0696306531791115,-0.0994883378219612,0.173458807080155,1,249
 "390","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/pypuppetdb","D:week_offset",-0.0723189762399169,0.0876644443593436,-0.244138129908946,0.099500177429112,1,166
 "391","ran_vals","upstream_vcs_link","https://github.com/webcamoid/webcamoid.git","D:week_offset",-0.040352668289483,0.0802242297321607,-0.197589269251985,0.116883932673019,1,191
 "392","ran_vals","upstream_vcs_link","https://github.com/websocket-client/websocket-client","D:week_offset",0.196764519995078,0.0467683630654765,0.105100212770851,0.288428827219306,2,375
 "393","ran_vals","upstream_vcs_link","https://github.com/X0rg/CPU-X.git","D:week_offset",-0.310440899649951,0.132963296746449,-0.571044172538704,-0.0498376267611988,0,23
 "394","ran_vals","upstream_vcs_link","https://github.com/Xastir/Xastir.git","D:week_offset",-0.263810395407619,0.124815390125761,-0.508444064770426,-0.0191767260448124,0,38
 "395","ran_vals","upstream_vcs_link","https://github.com/Xaviju/inkscape-open-symbols","D:week_offset",-0.126618396655715,0.094509941459317,-0.311854478096966,0.0586176847855348,1,126
 "396","ran_vals","upstream_vcs_link","https://github.com/xtaran/unburden-home-dir","D:week_offset",-0.018174029502088,0.0788839001085144,-0.172783632674831,0.136435573670655,1,207
 "397","ran_vals","upstream_vcs_link","https://github.com/ycm-core/ycmd","D:week_offset",-0.0826266431624138,0.0841407521351756,-0.24753948697947,0.0822862006546421,1,160
 "398","ran_vals","upstream_vcs_link","https://github.com/ycm-core/YouCompleteMe","D:week_offset",0.237726432442282,0.0364064934586139,0.166371016460006,0.309081848424558,2,408
 "399","ran_vals","upstream_vcs_link","https://github.com/yrro/command-t","D:week_offset",-0.158194934933771,0.102203538514253,-0.35851018951426,0.0421203196467173,1,97
 "400","ran_vals","upstream_vcs_link","https://github.com/ytdl-org/youtube-dl.git","D:week_offset",0.293612170361153,0.0305296599522925,0.233775136394405,0.353449204327902,2,449
 "401","ran_vals","upstream_vcs_link","https://github.com/zaach/jison","D:week_offset",-0.371751320715474,0.139255865418349,-0.644687801571394,-0.0988148398595545,0,2
 "402","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-builder-gradle-debian-packaging.git","D:week_offset",-0.309181456786162,0.129062992172701,-0.562140273181632,-0.0562226403906928,0,25
 "403","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-debian-packaging.git","D:week_offset",-0.130813206124461,0.0935866356936299,-0.314239641518246,0.0526132292693244,1,120
 "404","ran_vals","upstream_vcs_link","https://github.com/zeromq/czmq.git","D:week_offset",0.226385907426462,0.0378343391856089,0.152231965243797,0.300539849609128,2,398
 "405","ran_vals","upstream_vcs_link","https://github.com/zkat/ssri.git","D:week_offset",-0.114780951627629,0.0920143652820313,-0.295125793640723,0.0655638903854654,1,139
 "406","ran_vals","upstream_vcs_link","https://github.com/zloirock/core-js.git","D:week_offset",0.0771991569865755,0.0603965025412274,-0.0411758127864121,0.195574126759563,1,275
 "407","ran_vals","upstream_vcs_link","https://github.com/zmartzone/cjose.git","D:week_offset",-0.211507576416012,0.115849295286604,-0.438568022812102,0.0155528699800787,1,65
 "408","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/BTrees.git","D:week_offset",-0.280241573643354,0.130497783434348,-0.536012529236985,-0.0244706180497241,0,32
 "409","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.deprecation.git","D:week_offset",-0.237761213237913,0.121496263756039,-0.475889514455929,0.000367087980102571,1,53
 "410","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.event","D:week_offset",-0.227588600271679,0.123236725132564,-0.469128143104166,0.0139509425608078,1,57
 "411","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.i18nmessageid","D:week_offset",-0.174498881778784,0.107729886224398,-0.385645578837201,0.0366478152796327,1,89
 "412","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.interface.git","D:week_offset",-0.284709480639828,0.130130945347062,-0.53976144679422,-0.0296575144854365,0,30
 "413","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.proxy","D:week_offset",-0.315538504495558,0.136835832256229,-0.583731807512331,-0.0473452014787854,0,21
 "414","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.schema","D:week_offset",-0.249731188954171,0.122511256109034,-0.489848838628641,-0.00961353927970152,0,43
 "415","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testing","D:week_offset",-0.272765840589985,0.128738931262787,-0.525089509273226,-0.0204421719067436,0,34
 "416","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testrunner","D:week_offset",-0.243383924023937,0.120839565016368,-0.480225119363503,-0.00654272868436992,0,50
 "417","ran_vals","upstream_vcs_link","https://github.com/zsh-users/antigen","D:week_offset",-0.00122892585765058,0.0726466702232926,-0.143613783092062,0.141155931376761,1,216
 "418","ran_vals","upstream_vcs_link","https://gitlab.com/gnutls/libtasn1","D:week_offset",-0.0391319150869985,0.0867360094447927,-0.209131369761518,0.130867539587521,1,192
 "419","ran_vals","upstream_vcs_link","https://gitlab.com/ixion/ixion.git","D:week_offset",-0.126026197974686,0.0958846738641784,-0.313956705417844,0.0619043094684729,1,127
 "420","ran_vals","upstream_vcs_link","https://gitlab.com/libidn/libidn2","D:week_offset",0.0767610187933469,0.0602542275219295,-0.0413350970659171,0.194857134652611,1,273
 "421","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/libosinfo.git","D:week_offset",0.13766083411896,0.0549103011785442,0.0300386214287663,0.245283046809154,2,324
 "422","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db-tools.git","D:week_offset",0.0185166650078214,0.075609861135576,-0.129675939693982,0.166709269709625,1,232
 "423","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db.git","D:week_offset",0.206281780066436,0.044862732045002,0.118352441010161,0.294211119122711,2,384
 "424","ran_vals","upstream_vcs_link","https://gitlab.com/o9000/tint2","D:week_offset",0.0465794237240676,0.0650373703097894,-0.0808914797323142,0.174050327180449,1,253
 "425","ran_vals","upstream_vcs_link","https://gitlab.com/oath-toolkit/oath-toolkit","D:week_offset",-0.17833866197105,0.113791529752237,-0.401365962031154,0.0446886380890527,1,87
 "426","ran_vals","upstream_vcs_link","https://gitlab.com/orcus/orcus","D:week_offset",-0.136957481559469,0.0966203413378151,-0.326329870755553,0.0524149076366151,1,114
 "427","ran_vals","upstream_vcs_link","https://gitlab.dune-project.org/core/dune-common","D:week_offset",0.165039518631763,0.0469830864435168,0.0729543613199382,0.257124675943588,2,346
 "428","ran_vals","upstream_vcs_link","https://gitlab.freedesktop.org/pulseaudio/pulseaudio.git","D:week_offset",0.0873287820346991,0.0610163957282066,-0.0322611560590294,0.206918720128428,1,280
 "429","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/balsa","D:week_offset",-0.0101745740700699,0.0746645697369945,-0.156514441675758,0.136165293535619,1,211
 "430","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/clutter.git","D:week_offset",-0.0258668673048508,0.0798412610257065,-0.182352863395497,0.130619128785795,1,202
 "431","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/folks","D:week_offset",-0.148885752918556,0.104556314762493,-0.353812364209275,0.0560408583721634,1,103
 "432","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gcr.git","D:week_offset",-0.173259389191373,0.106310786604543,-0.381624702104402,0.0351059237216553,1,90
 "433","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gdk-pixbuf","D:week_offset",0.0347484900437692,0.0681004469281972,-0.0987259332665786,0.168222913354117,1,247
 "434","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/geary.git","D:week_offset",0.199004978734573,0.0441416883040632,0.112488859441816,0.28552109802733,2,377
 "435","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gjs.git","D:week_offset",0.182645249858598,0.0466960360920112,0.0911227008974732,0.274167798819722,2,365
 "436","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/glade","D:week_offset",0.142345591959009,0.0510730620254973,0.0422442298088538,0.242446954109164,2,328
 "437","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-builder.git","D:week_offset",0.238612043689165,0.0372720734434528,0.165560122110866,0.311663965267464,2,411
 "438","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-calendar.git","D:week_offset",-0.0423289278017884,0.0806827497809349,-0.200464211546078,0.115806355942501,1,190
 "439","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-clocks.git","D:week_offset",0.241777271232703,0.0401303477709317,0.16312323491461,0.320431307550797,2,414
 "440","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-desktop.git","D:week_offset",0.0478518929831941,0.0670750206095117,-0.0836127316737308,0.179316517640119,1,254
 "441","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gvfs.git","D:week_offset",0.0186157192711878,0.0709355605654236,-0.120415424660202,0.157646863202578,1,233
 "442","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/json-glib.git","D:week_offset",-0.0780364636623846,0.0944022643698078,-0.263061501886237,0.106988574561467,1,161
 "443","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/libgweather.git","D:week_offset",0.170568607606256,0.0495757184683068,0.0734019849006769,0.267735230311834,2,350
 "444","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/template-glib.git","D:week_offset",-0.155833068892667,0.0972592708908354,-0.346457737001329,0.0347915992159951,1,98
 "445","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/vala.git","D:week_offset",0.252275683542712,0.0372061650078926,0.179352940124388,0.325198426961036,2,422
 "446","ran_vals","upstream_vcs_link","https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb","D:week_offset",0.23844723188918,0.0380624518034713,0.163846197191085,0.313048266587275,2,410
 "447","ran_vals","upstream_vcs_link","https://invent.kde.org/office/ghostwriter","D:week_offset",-0.0430140033941529,0.0870088189680041,-0.213548154908806,0.127520148120501,1,189
 "448","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kscreen.git","D:week_offset",0.0622759513555148,0.0663068789944584,-0.0676831434008791,0.192235046111909,1,267
 "449","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kwin.git","D:week_offset",0.293236582538964,0.03329823536172,0.227973240481254,0.358499924596673,2,448
 "450","ran_vals","upstream_vcs_link","https://salsa.debian.org/emacsen-team/magithub","D:week_offset",0.114833729496707,0.0550609284066432,0.00691629286434776,0.222751166129066,2,309
 "451","ran_vals","upstream_vcs_link","https://salsa.debian.org/ruby-team/ruby-github-markup","D:week_offset",-0.299338098619196,0.127623855711023,-0.549476259380936,-0.049199937857455,0,27
--- a/final_data/deb_readme_interaction_groupings.csv
+++ b/final_data/deb_readme_interaction_groupings.csv