updates for ranefs groupings

R/051224_contrib_grouped.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",0.319841348917613,0.181614032789407,-0.0361156144367015,0.675798312271928,1,287
+"2","ran_vals","upstream_vcs_link","https://0xacab.org/schleuder/schleuder.git","D",0.768096199233873,0.120338456278051,0.532237158973744,1.003955239494,2,418
+"3","ran_vals","upstream_vcs_link","https://bitbucket.org/sshguard/sshguard.git","D",0.207690665860062,0.180309840773215,-0.145710128113592,0.561091459833716,1,257
+"4","ran_vals","upstream_vcs_link","https://codeberg.org/freedroid/freedroid-src.git","D",0.0570952089078288,0.207387829104123,-0.349377466968199,0.463567884783856,1,222
+"5","ran_vals","upstream_vcs_link","https://git.osgeo.org/gitea/postgis/postgis.git","D",0.686738985235451,0.127660136051799,0.436529716312442,0.936948254158461,2,390
+"6","ran_vals","upstream_vcs_link","https://github.com/01org/isa-l.git","D",-0.167699240644481,0.239899813221469,-0.637894234456447,0.302495753167484,1,168
+"7","ran_vals","upstream_vcs_link","https://github.com/abishekvashok/cmatrix.git","D",-0.812218306400456,0.335092867550326,-1.46898825827535,-0.155448354525566,0,58
+"8","ran_vals","upstream_vcs_link","https://github.com/AFLplusplus/AFLplusplus.git","D",0.797958468859599,0.117071609383675,0.568502330855455,1.02741460686374,2,425
+"9","ran_vals","upstream_vcs_link","https://github.com/ahmetb/kubectx","D",-0.00326982121694284,0.219948236596626,-0.434360443409425,0.427820800975539,1,197
+"10","ran_vals","upstream_vcs_link","https://github.com/akheron/jansson.git","D",-1.02406939416065,0.386368092921095,-1.78133694106142,-0.266801847259884,0,30
+"11","ran_vals","upstream_vcs_link","https://github.com/alanxz/rabbitmq-c.git","D",-0.103393408911295,0.220796846647772,-0.536147276240942,0.329360458418352,1,174
+"12","ran_vals","upstream_vcs_link","https://github.com/alastair/python-musicbrainz-ngs","D",-0.093153615718194,0.23205036201987,-0.54796396787662,0.361656736440232,1,179
+"13","ran_vals","upstream_vcs_link","https://github.com/analogdevicesinc/libiio.git","D",0.605577189718337,0.137785676169458,0.335522226840699,0.875632152595974,2,368
+"14","ran_vals","upstream_vcs_link","https://github.com/andialbrecht/sqlparse.git","D",-0.241254351240744,0.250998440785033,-0.733202255355119,0.250693552873631,1,153
+"15","ran_vals","upstream_vcs_link","https://github.com/angband/angband","D",0.603905002933271,0.136284560494208,0.336792172715754,0.871017833150788,2,367
+"16","ran_vals","upstream_vcs_link","https://github.com/apache/trafficserver","D",0.579133925825194,0.151971600898755,0.281275061390739,0.876992790259648,2,356
+"17","ran_vals","upstream_vcs_link","https://github.com/ARMmbed/yotta.git","D",0.76497215100309,0.120268963657324,0.529249313776778,1.0006949882294,2,416
+"18","ran_vals","upstream_vcs_link","https://github.com/assimp/assimp","D",0.747385508436418,0.121982596019722,0.508304013497063,0.986467003375773,2,411
+"19","ran_vals","upstream_vcs_link","https://github.com/astropy/astropy-helpers","D",-0.0278171480822192,0.20581007906761,-0.431197490710076,0.375563194545638,1,190
+"20","ran_vals","upstream_vcs_link","https://github.com/audacity/audacity.git","D",0.845084910827197,0.112414922911863,0.624755710595099,1.0654141110593,2,437
+"21","ran_vals","upstream_vcs_link","https://github.com/aws/aws-cli","D",0.855744244490135,0.112489687554192,0.635268508251755,1.07621998072852,2,438
+"22","ran_vals","upstream_vcs_link","https://github.com/aws/aws-xray-sdk-python","D",0.0652472816858451,0.20043658299086,-0.327601202160514,0.458095765532205,1,223
+"23","ran_vals","upstream_vcs_link","https://github.com/awslabs/amazon-ecr-credential-helper","D",-0.817273567044482,0.352910723840143,-1.50896587552912,-0.125581258559841,0,56
+"24","ran_vals","upstream_vcs_link","https://github.com/axel-download-accelerator/axel.git","D",0.033556478003268,0.213094343332895,-0.38410076023842,0.451213716244956,1,214
+"25","ran_vals","upstream_vcs_link","https://github.com/Backblaze/B2_Command_Line_Tool","D",0.0424712030629115,0.200452254027809,-0.350407995451468,0.435350401577291,1,216
+"26","ran_vals","upstream_vcs_link","https://github.com/Backblaze/b2-sdk-python.git","D",0.426715496765336,0.155565754014923,0.12181222166827,0.731618771862403,2,314
+"27","ran_vals","upstream_vcs_link","https://github.com/bbatsov/powerpack.git","D",-1.18097819819276,0.417096340143473,-1.99847200295744,-0.363484393428087,0,13
+"28","ran_vals","upstream_vcs_link","https://github.com/Beep6581/RawTherapee","D",0.781685589896539,0.118952415241695,0.548543140148764,1.01482803964431,2,420
+"29","ran_vals","upstream_vcs_link","https://github.com/biojava/biojava.git","D",0.34315508753737,0.164667693836313,0.0204123382009287,0.66589783687381,2,291
+"30","ran_vals","upstream_vcs_link","https://github.com/bit-team/backintime","D",-0.600098356725032,0.304221224781531,-1.1963610006295,-0.00383571282056805,0,89
+"31","ran_vals","upstream_vcs_link","https://github.com/bitletorg/weupnp.git","D",-0.932327624920445,0.368879614055519,-1.6553183831003,-0.209336866740593,0,44
+"32","ran_vals","upstream_vcs_link","https://github.com/bk138/gromit-mpx.git","D",-0.634948731272424,0.299514228615772,-1.22198583221663,-0.0479116303282157,0,87
+"33","ran_vals","upstream_vcs_link","https://github.com/Blosc/c-blosc","D",0.097486234956362,0.197930698562974,-0.290450805661921,0.485423275574645,1,231
+"34","ran_vals","upstream_vcs_link","https://github.com/bobek/pkg-pimd","D",-0.0197694407083118,0.211773359639725,-0.434837598487221,0.395298717070597,1,193
+"35","ran_vals","upstream_vcs_link","https://github.com/boxbackup/boxbackup.git","D",-0.751633992073256,0.341342233531966,-1.42065247619837,-0.0826155079481424,0,67
+"36","ran_vals","upstream_vcs_link","https://github.com/brunonova/drmips","D",0.240405366210351,0.183249775464769,-0.118757593875648,0.59956832629635,1,266
+"37","ran_vals","upstream_vcs_link","https://github.com/c-ares/c-ares.git","D",-0.872315471681207,0.354716091029776,-1.5675462348364,-0.177084708526014,0,49
+"38","ran_vals","upstream_vcs_link","https://github.com/c4urself/bump2version","D",-0.845546189015404,0.354328882471669,-1.5400180373422,-0.151074340688607,0,53
+"39","ran_vals","upstream_vcs_link","https://github.com/calamares/calamares.git","D",0.821763535672349,0.114381295295782,0.597580316387576,1.04594675495712,2,432
+"40","ran_vals","upstream_vcs_link","https://github.com/canonical/lightdm.git","D",-0.982176908020637,0.386545490138927,-1.73979214707932,-0.224561668961957,0,39
+"41","ran_vals","upstream_vcs_link","https://github.com/capistrano/capistrano.git","D",0.396618895480384,0.157911546216231,0.0871179521535396,0.706119838807229,2,304
+"42","ran_vals","upstream_vcs_link","https://github.com/capistrano/sshkit.git","D",0.0119129637097632,0.221408385070259,-0.422039496903121,0.445865424322647,1,203
+"43","ran_vals","upstream_vcs_link","https://github.com/ceres-solver/ceres-solver.git","D",-0.0744826288744429,0.221536852959229,-0.508686881922878,0.359721624173992,1,184
+"44","ran_vals","upstream_vcs_link","https://github.com/cesbit/libcleri.git","D",-0.147400024456371,0.233334442929169,-0.604727128950259,0.309927080037517,1,170
+"45","ran_vals","upstream_vcs_link","https://github.com/CESNET/libyang","D",-1.26049683091265,0.431263155024486,-2.10575708261975,-0.415236579205542,0,2
+"46","ran_vals","upstream_vcs_link","https://github.com/cespare/reflex.git","D",-0.708888369567746,0.313112743095881,-1.32257806913622,-0.0951986699992761,0,76
+"47","ran_vals","upstream_vcs_link","https://github.com/checkpoint-restore/criu.git","D",-0.58597678662002,0.30998491235624,-1.19353605058906,0.0215824773490152,1,92
+"48","ran_vals","upstream_vcs_link","https://github.com/cleishm/libneo4j-client","D",0.453601124007134,0.154084876059775,0.151600316367657,0.755601931646611,2,321
+"49","ran_vals","upstream_vcs_link","https://github.com/clojure/core.cache","D",-1.11676398517442,0.407158106204504,-1.91477920934878,-0.318748761000054,0,19
+"50","ran_vals","upstream_vcs_link","https://github.com/clojure/tools.logging.git","D",-0.642013958064878,0.32654282508933,-1.28202613464993,-0.00200178147982866,0,84
+"51","ran_vals","upstream_vcs_link","https://github.com/ClusterLabs/pacemaker","D",0.586249718592808,0.137596203410938,0.316566115497922,0.855933321687693,2,360
+"52","ran_vals","upstream_vcs_link","https://github.com/codedread/scour.git","D",-0.359379038574372,0.252316820364646,-0.853910919182739,0.135152842033996,1,135
+"53","ran_vals","upstream_vcs_link","https://github.com/codership/galera","D",-1.05945669087735,0.387344405020251,-1.81863777433014,-0.300275607424567,0,24
+"54","ran_vals","upstream_vcs_link","https://github.com/colmap/colmap","D",0.543713049413509,0.140763542143249,0.267821576476455,0.819604522350563,2,346
+"55","ran_vals","upstream_vcs_link","https://github.com/composer/semver","D",-0.000110753462957996,0.216887647533186,-0.42520273131962,0.424981224393704,1,199
+"56","ran_vals","upstream_vcs_link","https://github.com/coq/coq","D",0.963931691751196,0.115422820641692,0.737707120299454,1.19015626320294,2,450
+"57","ran_vals","upstream_vcs_link","https://github.com/coreruleset/coreruleset.git","D",-0.226126629979567,0.239868240205699,-0.696259741817739,0.244006481858605,1,156
+"58","ran_vals","upstream_vcs_link","https://github.com/CorsixTH/CorsixTH.git","D",0.400572314334455,0.161713061126675,0.083620538696448,0.717524089972462,2,305
+"59","ran_vals","upstream_vcs_link","https://github.com/cubiq/iscroll","D",-0.284912912086729,0.259405427952538,-0.793338208267902,0.223512384094445,1,146
+"60","ran_vals","upstream_vcs_link","https://github.com/cucumber/aruba.git","D",0.0822868020318989,0.203478999016288,-0.316524707650287,0.481098311714085,1,227
+"61","ran_vals","upstream_vcs_link","https://github.com/cyrusimap/cyrus-sasl.git","D",-0.618930315445975,0.316424419225631,-1.23911078095722,0.0012501500652653,1,88
+"62","ran_vals","upstream_vcs_link","https://github.com/DamienCassou/beginend.git","D",-0.745781284174572,0.339963032423234,-1.41209658379913,-0.0794659845500106,0,68
+"63","ran_vals","upstream_vcs_link","https://github.com/darold/pgbadger.git","D",0.329160541445856,0.165500297296642,0.00478591931376532,0.653535163577946,2,289
+"64","ran_vals","upstream_vcs_link","https://github.com/dask/partd.git","D",-0.547458247391536,0.308454849532045,-1.15201864333107,0.0571021485479927,1,98
+"65","ran_vals","upstream_vcs_link","https://github.com/datalad/datalad","D",0.924137114532261,0.110663608356567,0.707240427754144,1.14103380131038,2,447
+"66","ran_vals","upstream_vcs_link","https://github.com/davesteele/comitup","D",0.506068727679378,0.153383215510493,0.205443149445867,0.806694305912889,2,330
+"67","ran_vals","upstream_vcs_link","https://github.com/davidcelis/api-pagination.git","D",-0.062849246702907,0.223561429065317,-0.501021596003233,0.375323102597419,1,185
+"68","ran_vals","upstream_vcs_link","https://github.com/ddclient/ddclient.git","D",0.722637592504517,0.129821595019226,0.468191941851291,0.977083243157744,2,402
+"69","ran_vals","upstream_vcs_link","https://github.com/deckar01/task_list.git","D",-0.663967397648809,0.327422098733226,-1.30570291890845,-0.0222318763891679,0,80
+"70","ran_vals","upstream_vcs_link","https://github.com/defunkt/mustache","D",0.330217426890168,0.172064292731154,-0.00702238988825049,0.667457243668586,1,290
+"71","ran_vals","upstream_vcs_link","https://github.com/developit/preact.git","D",0.817539503076102,0.114197396034204,0.593716719720805,1.0413622864314,2,431
+"72","ran_vals","upstream_vcs_link","https://github.com/Diaoul/subliminal.git","D",0.0162368187272414,0.206790317653385,-0.38906475622499,0.421538393679473,1,207
+"73","ran_vals","upstream_vcs_link","https://github.com/django-haystack/django-haystack","D",0.234025585962876,0.187387024034778,-0.133246232315431,0.601297404241182,1,263
+"74","ran_vals","upstream_vcs_link","https://github.com/doctrine/instantiator","D",0.308663721304129,0.180723670711422,-0.0455481644441342,0.662875607052392,1,282
+"75","ran_vals","upstream_vcs_link","https://github.com/doctrine/sql-formatter.git","D",-0.440751422372568,0.2626234629305,-0.955483951211537,0.0739811064664012,1,119
+"76","ran_vals","upstream_vcs_link","https://github.com/donnemartin/gitsome","D",0.529847208712749,0.138792630799124,0.257818651026902,0.801875766398596,2,341
+"77","ran_vals","upstream_vcs_link","https://github.com/doorkeeper-gem/doorkeeper-openid_connect.git","D",0.118236512629498,0.194145477615646,-0.262281631258495,0.498754656517491,1,237
+"78","ran_vals","upstream_vcs_link","https://github.com/dpmb/dpmb","D",0.456886549424211,0.163660461303732,0.136117939575685,0.777655159272737,2,322
+"79","ran_vals","upstream_vcs_link","https://github.com/drwetter/testssl.sh.git","D",0.417160859546565,0.160285953557087,0.103006163347014,0.731315555746116,2,308
+"80","ran_vals","upstream_vcs_link","https://github.com/easyrdf/easyrdf.git","D",0.029879913080342,0.205789800274362,-0.373460683843098,0.433220510003782,1,213
+"81","ran_vals","upstream_vcs_link","https://github.com/eavgerinos/pkg-pick","D",-0.70545530718091,0.33173661872565,-1.35564713223628,-0.0552634821255416,0,77
+"82","ran_vals","upstream_vcs_link","https://github.com/eclipse-ee4j/eclipselink.git","D",0.0549800073633636,0.203114810132993,-0.343117705223994,0.453077719950721,1,221
+"83","ran_vals","upstream_vcs_link","https://github.com/elastic/elasticsearch-ruby","D",0.440629488181144,0.161718851449757,0.123666363718437,0.75759261264385,2,319
+"84","ran_vals","upstream_vcs_link","https://github.com/elasticsearch/curator.git","D",0.386745235507969,0.159685459114407,0.0737674867889889,0.699722984226949,2,301
+"85","ran_vals","upstream_vcs_link","https://github.com/Electrostatics/apbs","D",-0.514076377446547,0.277194726831346,-1.0573680587404,0.0292153038473097,1,106
+"86","ran_vals","upstream_vcs_link","https://github.com/elves/elvish.git","D",0.764365702231374,0.121148091587528,0.526919805924059,1.00181159853869,2,414
+"87","ran_vals","upstream_vcs_link","https://github.com/emacs-lsp/lsp-mode.git","D",0.757487605639669,0.119356667954714,0.523552835133722,0.991422376145615,2,412
+"88","ran_vals","upstream_vcs_link","https://github.com/emcrisostomo/fswatch.git","D",-0.661966981783365,0.319566181351008,-1.28830518790834,-0.0356287756583936,0,81
+"89","ran_vals","upstream_vcs_link","https://github.com/EnterpriseDB/mysql_fdw.git","D",-0.531847900180584,0.288172130211943,-1.09665489674418,0.0329590963830106,1,105
+"90","ran_vals","upstream_vcs_link","https://github.com/eproxus/meck.git","D",-0.409852175372554,0.282359246496257,-0.963266129207086,0.143561778461977,1,123
+"91","ran_vals","upstream_vcs_link","https://github.com/erlware/erlware_commons.git","D",-0.262836839416694,0.246243456791963,-0.745465146157587,0.219791467324198,1,149
+"92","ran_vals","upstream_vcs_link","https://github.com/eslint/eslint-scope.git","D",-0.19759875164974,0.24218103422011,-0.672264856459818,0.277067353160338,1,164
+"93","ran_vals","upstream_vcs_link","https://github.com/EsotericSoftware/kryo.git","D",-1.246184295751,0.432252968669316,-2.09338454655338,-0.398984044948625,0,8
+"94","ran_vals","upstream_vcs_link","https://github.com/EttusResearch/uhd","D",0.718706306391402,0.125273118712618,0.473175505483661,0.964237107299144,2,400
+"95","ran_vals","upstream_vcs_link","https://github.com/Exa-Networks/exabgp","D",-0.250240969540344,0.252223228931946,-0.744589414311359,0.244107475230672,1,151
+"96","ran_vals","upstream_vcs_link","https://github.com/Exiv2/exiv2.git","D",-0.481601824391945,0.277410622555303,-1.02531665352917,0.0621130047452821,1,113
+"97","ran_vals","upstream_vcs_link","https://github.com/fail2ban/fail2ban","D",0.424387069419951,0.169376647424056,0.092414940646663,0.756359198193239,2,312
+"98","ran_vals","upstream_vcs_link","https://github.com/fgrehm/vagrant-lxc","D",0.435371973234251,0.155989065157598,0.129639023543287,0.741104922925215,2,318
+"99","ran_vals","upstream_vcs_link","https://github.com/flask-restful/flask-restful","D",0.36486254106811,0.174889896450501,0.0220846427651894,0.707640439371031,2,295
+"100","ran_vals","upstream_vcs_link","https://github.com/florimondmanca/djangorestframework-api-key","D",-0.51307549312578,0.272657380949715,-1.04747413990624,0.0213231536546782,1,108
+"101","ran_vals","upstream_vcs_link","https://github.com/flot/flot","D",0.559958683484845,0.146886108949201,0.272067200115186,0.847850166854505,2,351
+"102","ran_vals","upstream_vcs_link","https://github.com/Fluidsynth/fluidsynth.git","D",0.828238888233161,0.114292172527605,0.604230346364216,1.05224743010211,2,433
+"103","ran_vals","upstream_vcs_link","https://github.com/fog/fog-local","D",-0.312715828991868,0.271375484145478,-0.844602004204125,0.219170346220388,1,144
+"104","ran_vals","upstream_vcs_link","https://github.com/fog/fog-rackspace","D",-0.533965449776624,0.301359077520326,-1.12461838813068,0.05668748857743,1,103
+"105","ran_vals","upstream_vcs_link","https://github.com/fonttools/fonttools.git","D",0.726203716606991,0.123701692153847,0.48375285515879,0.968654578055192,2,405
+"106","ran_vals","upstream_vcs_link","https://github.com/freelan-developers/freelan","D",0.610418933642904,0.142953888540875,0.330234460652836,0.890603406632973,2,370
+"107","ran_vals","upstream_vcs_link","https://github.com/fuzzylite/fuzzylite","D",-0.644367270134737,0.301551337016606,-1.23539703017718,-0.0533375100922894,0,83
+"108","ran_vals","upstream_vcs_link","https://github.com/galaxyproject/bioblend","D",0.0156996485210904,0.208801678863854,-0.393544121963561,0.424943419005742,1,205
+"109","ran_vals","upstream_vcs_link","https://github.com/gazebosim/gz-transport","D",0.254329362797021,0.181555546651049,-0.101512969832517,0.610171695426558,1,271
+"110","ran_vals","upstream_vcs_link","https://github.com/gcsideal/syslog-ng-debian","D",-0.44369639201844,0.285029394896953,-1.00234374055171,0.114950956514832,1,118
+"111","ran_vals","upstream_vcs_link","https://github.com/geopython/geolinks.git","D",-1.0128041171528,0.387073302790487,-1.77145384999912,-0.254154384306478,0,31
+"112","ran_vals","upstream_vcs_link","https://github.com/geopython/stetl.git","D",-0.390911307226966,0.263041271287241,-0.906462725397589,0.124640110943656,1,126
+"113","ran_vals","upstream_vcs_link","https://github.com/github/git-lfs.git","D",0.727836801020136,0.12725963455729,0.478412500602118,0.977261101438154,2,406
+"114","ran_vals","upstream_vcs_link","https://github.com/GoalSmashers/clean-css.git","D",0.527873171064026,0.144488861463262,0.244680206428836,0.811066135699217,2,338
+"115","ran_vals","upstream_vcs_link","https://github.com/gohugoio/hugo.git","D",0.784610649716906,0.118282147985364,0.552781899651555,1.01643939978226,2,421
+"116","ran_vals","upstream_vcs_link","https://github.com/google/benchmark","D",-0.0945501820953117,0.221274410645953,-0.528240057661705,0.339139693471082,1,178
+"117","ran_vals","upstream_vcs_link","https://github.com/google/brotli","D",0.546528064509922,0.144029762353241,0.264234917595706,0.828821211424137,2,347
+"118","ran_vals","upstream_vcs_link","https://github.com/google/flatbuffers.git","D",-0.375683941267326,0.272214580481377,-0.909214715077505,0.157846832542853,1,131
+"119","ran_vals","upstream_vcs_link","https://github.com/google/fscrypt","D",0.281494550865322,0.178886808334054,-0.0691171507787433,0.632106252509387,1,275
+"120","ran_vals","upstream_vcs_link","https://github.com/google/googletest.git","D",0.702025456942924,0.130279685149214,0.446681966133248,0.9573689477526,2,397
+"121","ran_vals","upstream_vcs_link","https://github.com/google/gopacket.git","D",0.310188496488704,0.17924443846499,-0.0411241473317834,0.661501140309191,1,284
+"122","ran_vals","upstream_vcs_link","https://github.com/google/jimfs.git","D",-0.211312243537087,0.246231593887679,-0.69391729941283,0.271292812338656,1,159
+"123","ran_vals","upstream_vcs_link","https://github.com/google/stenographer","D",0.628800007683917,0.132845849295884,0.368426927568348,0.889173087799486,2,374
+"124","ran_vals","upstream_vcs_link","https://github.com/google/yapf.git","D",0.692830757044806,0.138569146399258,0.421240220733802,0.964421293355811,2,394
+"125","ran_vals","upstream_vcs_link","https://github.com/GoogleCloudPlatform/cloudsql-proxy.git","D",-0.203835475481353,0.24735705034519,-0.688646385479987,0.280975434517281,1,161
+"126","ran_vals","upstream_vcs_link","https://github.com/googlei18n/fontmake.git","D",-0.243509020193583,0.24868827626046,-0.730929085041431,0.243911044654265,1,152
+"127","ran_vals","upstream_vcs_link","https://github.com/gpodder/mygpoclient","D",-0.462781793829645,0.289393475056728,-1.02998258230172,0.104418994642432,1,116
+"128","ran_vals","upstream_vcs_link","https://github.com/Graylog2/gelf-rb","D",-1.24852966925312,0.432089592048919,-2.09540970776361,-0.401649630742639,0,6
+"129","ran_vals","upstream_vcs_link","https://github.com/Grokzen/redis-py-cluster","D",0.0208398866259673,0.20481858442081,-0.380597162203297,0.422276935455231,1,209
+"130","ran_vals","upstream_vcs_link","https://github.com/guessit-io/guessit.git","D",0.208170889305413,0.175112979740737,-0.135044244211924,0.551386022822751,1,258
+"131","ran_vals","upstream_vcs_link","https://github.com/guillaumechereau/goxel.git","D",-0.256524555133124,0.231626660767237,-0.710504468096185,0.197455357829936,1,150
+"132","ran_vals","upstream_vcs_link","https://github.com/Haivision/srt.git","D",0.476183747911484,0.16125586528045,0.160128059665958,0.792239436157009,2,327
+"133","ran_vals","upstream_vcs_link","https://github.com/hamcrest/hamcrest-php.git","D",-1.11727246146947,0.404482919870784,-1.91004441677781,-0.324500506161131,0,18
+"134","ran_vals","upstream_vcs_link","https://github.com/HandBrake/HandBrake","D",0.699689470006683,0.130328856342343,0.444249605429396,0.955129334583971,2,395
+"135","ran_vals","upstream_vcs_link","https://github.com/HaxeFoundation/haxe-debian","D",-0.216648297014669,0.256317659728326,-0.719021678683781,0.285725084654442,1,158
+"136","ran_vals","upstream_vcs_link","https://github.com/highlightjs/highlight.js","D",0.689411164546357,0.128996111311754,0.436583432229598,0.942238896863115,2,392
+"137","ran_vals","upstream_vcs_link","https://github.com/howardabrams/node-mocks-http","D",0.482144821928146,0.15625594426319,0.175888798801996,0.788400845054296,2,328
+"138","ran_vals","upstream_vcs_link","https://github.com/htop-dev/htop","D",0.346899313755447,0.168687732237686,0.0162774339358459,0.677521193575049,2,293
+"139","ran_vals","upstream_vcs_link","https://github.com/httpie/httpie","D",0.193946242300725,0.188741209773124,-0.175979731253117,0.563872215854566,1,255
+"140","ran_vals","upstream_vcs_link","https://github.com/httprb/http.rb","D",0.19223339441767,0.197925269595419,-0.195693005619732,0.580159794455072,1,254
+"141","ran_vals","upstream_vcs_link","https://github.com/i18next/i18next","D",0.142092239598615,0.204561420492531,-0.2588407771931,0.543025256390329,1,243
+"142","ran_vals","upstream_vcs_link","https://github.com/Icinga/icinga2","D",0.76444709131174,0.120315898000732,0.52863226446271,1.00026191816077,2,415
+"143","ran_vals","upstream_vcs_link","https://github.com/Icinga/icingaweb2.git","D",0.541348368222133,0.150169760814943,0.247021045457851,0.835675690986414,2,345
+"144","ran_vals","upstream_vcs_link","https://github.com/iem-projects/ambix.git","D",0.0276949594798744,0.21940624619411,-0.40233338104371,0.457723300003459,1,211
+"145","ran_vals","upstream_vcs_link","https://github.com/ignitionrobotics/ign-cmake.git","D",0.418344141365325,0.159599012943975,0.105535824026991,0.731152458703658,2,309
+"146","ran_vals","upstream_vcs_link","https://github.com/igraph/igraph.git","D",-1.14708132675605,0.411097066852844,-1.95281677193768,-0.341345881574426,0,17
+"147","ran_vals","upstream_vcs_link","https://github.com/ImageOptim/libimagequant.git","D",-0.154503898302482,0.233740197225986,-0.612626266604704,0.30361846999974,1,169
+"148","ran_vals","upstream_vcs_link","https://github.com/include-what-you-use/include-what-you-use","D",-0.388328732020808,0.277337314987389,-0.93189988096513,0.155242416923514,1,127
+"149","ran_vals","upstream_vcs_link","https://github.com/infirit/caja-admin","D",-0.377821395263209,0.276740470359049,-0.92022275023162,0.164579959705202,1,129
+"150","ran_vals","upstream_vcs_link","https://github.com/Intel-Media-SDK/MediaSDK","D",-0.920716279652537,0.371028871316769,-1.64791950465795,-0.193513054647123,0,45
+"151","ran_vals","upstream_vcs_link","https://github.com/intel/compute-runtime","D",0.913062844721042,0.105271319067176,0.706734850744352,1.11939083869773,2,445
+"152","ran_vals","upstream_vcs_link","https://github.com/intel/intel-vaapi-driver.git","D",0.471948059030008,0.152468240723418,0.173115798425926,0.77078031963409,2,326
+"153","ran_vals","upstream_vcs_link","https://github.com/intel/libva.git","D",0.0377370089437392,0.214262810916224,-0.382210383678374,0.457684401565853,1,215
+"154","ran_vals","upstream_vcs_link","https://github.com/intridea/grape-entity","D",-0.116505794938021,0.225679804740772,-0.558830084267964,0.325818494391923,1,173
+"155","ran_vals","upstream_vcs_link","https://github.com/intridea/multi_json","D",-0.050368858380666,0.227037003288108,-0.49535320798326,0.394615491221928,1,187
+"156","ran_vals","upstream_vcs_link","https://github.com/ioquake/ioq3","D",0.371996140298843,0.164590403862304,0.0494048765278245,0.694587404069862,2,297
+"157","ran_vals","upstream_vcs_link","https://github.com/Iotic-Labs/py-ubjson","D",-0.717021148112971,0.316333404752906,-1.3370232285356,-0.0970190676903445,0,75
+"158","ran_vals","upstream_vcs_link","https://github.com/ipython/ipykernel.git","D",0.316130034237434,0.170583555986827,-0.0182075918515187,0.650467660326387,1,286
+"159","ran_vals","upstream_vcs_link","https://github.com/ipython/ipython_genutils","D",-0.480256712979633,0.284877078194713,-1.03860552626227,0.078092100303005,1,114
+"160","ran_vals","upstream_vcs_link","https://github.com/ipython/traitlets.git","D",0.507924848017682,0.147118902471333,0.219577097728809,0.796272598306555,2,332
+"161","ran_vals","upstream_vcs_link","https://github.com/isaacs/inherits","D",-1.17380426613018,0.417528484467353,-1.99214505820578,-0.355463474054577,0,15
+"162","ran_vals","upstream_vcs_link","https://github.com/isaacs/node-glob.git","D",0.186735311350374,0.19138992256534,-0.188382043881603,0.561852666582351,1,252
+"163","ran_vals","upstream_vcs_link","https://github.com/jaap-karssenberg/zim-desktop-wiki.git","D",0.322718690661239,0.179378333906729,-0.0288563834027495,0.674293764725228,1,288
+"164","ran_vals","upstream_vcs_link","https://github.com/JabRef/jabref.git","D",0.153212126337849,0.193000979027702,-0.225062841537416,0.531487094213115,1,244
+"165","ran_vals","upstream_vcs_link","https://github.com/jackfranklin/gulp-load-plugins","D",-0.408771948551114,0.280205103753697,-0.95796386019267,0.140419963090442,1,124
+"166","ran_vals","upstream_vcs_link","https://github.com/janestreet/sexplib.git","D",-1.06398196419897,0.389746058426063,-1.8278702018305,-0.300093726567445,0,23
+"167","ran_vals","upstream_vcs_link","https://github.com/janestreet/variantslib.git","D",-1.0643226214982,0.389731312507273,-1.82818195765998,-0.300463285336423,0,22
+"168","ran_vals","upstream_vcs_link","https://github.com/jashkenas/backbone","D",0.655623336808535,0.131576761082527,0.397737623884351,0.913509049732719,2,381
+"169","ran_vals","upstream_vcs_link","https://github.com/jashkenas/coffeescript","D",0.165866062153045,0.194792623324222,-0.215920464016506,0.547652588322596,1,249
+"170","ran_vals","upstream_vcs_link","https://github.com/jashkenas/underscore.git","D",0.3819960061542,0.160924285934385,0.06659020148498,0.697401810823419,2,299
+"171","ran_vals","upstream_vcs_link","https://github.com/javaparser/javaparser.git","D",0.701012925493851,0.127707195825157,0.450711421109939,0.951314429877763,2,396
+"172","ran_vals","upstream_vcs_link","https://github.com/jazzband/django-sortedm2m.git","D",-0.000918817286582468,0.223011410899202,-0.438013150790482,0.436175516217317,1,198
+"173","ran_vals","upstream_vcs_link","https://github.com/jbeder/yaml-cpp","D",-0.507033488410257,0.285473523362962,-1.06655131274142,0.0524843359209028,1,109
+"174","ran_vals","upstream_vcs_link","https://github.com/JDimproved/JDim.git","D",0.55903294604704,0.142927800810734,0.278899604068488,0.839166288025592,2,350
+"175","ran_vals","upstream_vcs_link","https://github.com/jendrikseipp/vulture.git","D",-1.00930964407896,0.387229412566085,-1.76826534646309,-0.250353941694834,0,33
+"176","ran_vals","upstream_vcs_link","https://github.com/jmcnamara/XlsxWriter","D",0.419719384221862,0.156423895470482,0.11313418277826,0.726304585665465,2,310
+"177","ran_vals","upstream_vcs_link","https://github.com/joaotavora/yasnippet","D",-0.0780546474430277,0.228269127182681,-0.525453915503475,0.36934462061742,1,183
+"178","ran_vals","upstream_vcs_link","https://github.com/jobovy/galpy.git","D",0.551005397748282,0.145335410906918,0.266153226692392,0.835857568804172,2,349
+"179","ran_vals","upstream_vcs_link","https://github.com/joewing/jwm","D",0.125624233893934,0.201356000677161,-0.269026275504324,0.520274743292192,1,240
+"180","ran_vals","upstream_vcs_link","https://github.com/jquery/jquery.git","D",0.717287879066704,0.126192709236143,0.469954713852328,0.96462104428108,2,399
+"181","ran_vals","upstream_vcs_link","https://github.com/jquery/qunit.git","D",-0.0354512020856575,0.215480904091868,-0.457786013461848,0.386883609290533,1,188
+"182","ran_vals","upstream_vcs_link","https://github.com/jquery/sizzle.git","D",0.161974230626844,0.188588583371765,-0.207652600677245,0.531601061930933,1,246
+"183","ran_vals","upstream_vcs_link","https://github.com/jtesta/ssh-audit.git","D",0.117961820163313,0.199173593955493,-0.272411250660858,0.508334890987485,1,236
+"184","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_client","D",0.470933009199649,0.153763339722951,0.169562401200068,0.772303617199231,2,324
+"185","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_console","D",-0.10109359409795,0.225961629118592,-0.543970249058386,0.341783060862487,1,177
+"186","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_core","D",0.0481853622518159,0.198192298261298,-0.340264404353549,0.436635128857181,1,218
+"187","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbconvert","D",0.422040449549938,0.155029326693189,0.118188552683794,0.725892346416082,2,311
+"188","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbformat","D",0.0514012159988022,0.208057431122577,-0.356383855717371,0.459186287714975,1,219
+"189","ran_vals","upstream_vcs_link","https://github.com/jupyter/notebook.git","D",0.738703830948215,0.121890305266441,0.499803222561397,0.977604439335033,2,408
+"190","ran_vals","upstream_vcs_link","https://github.com/kaminari/kaminari","D",-0.175022353799579,0.243843109393608,-0.65294606608931,0.302901358490153,1,167
+"191","ran_vals","upstream_vcs_link","https://github.com/KDAB/hotspot.git","D",0.390779930958642,0.160981256269748,0.0752624664839233,0.70629739543336,2,302
+"192","ran_vals","upstream_vcs_link","https://github.com/kelektiv/node-uuid","D",0.395555729673892,0.163165420495766,0.0757573819798568,0.715354077367928,2,303
+"193","ran_vals","upstream_vcs_link","https://github.com/keras-team/keras","D",0.843996741228706,0.111808537738442,0.624856034097273,1.06313744836014,2,435
+"194","ran_vals","upstream_vcs_link","https://github.com/keymanapp/keyman","D",0.0664368687799937,0.195402867714811,-0.316545714416881,0.449419451976869,1,224
+"195","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/SPIRV-LLVM-Translator","D",0.529348871631462,0.149240458112849,0.23684294869402,0.821854794568905,2,340
+"196","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/Vulkan-Tools","D",0.894633092397636,0.10715991517428,0.684603518069681,1.10466266672559,2,442
+"197","ran_vals","upstream_vcs_link","https://github.com/kilobyte/ndctl","D",0.440765583711829,0.153947220674907,0.139034575668972,0.742496591754687,2,320
+"198","ran_vals","upstream_vcs_link","https://github.com/kilobyte/pmemkv","D",-0.101844144143929,0.217348635766189,-0.527839642334573,0.324151354046716,1,175
+"199","ran_vals","upstream_vcs_link","https://github.com/kivy/kivy","D",0.810382497352759,0.11625721082733,0.582522551188112,1.03824244351741,2,428
+"200","ran_vals","upstream_vcs_link","https://github.com/korfuri/django-prometheus","D",-0.898195132228898,0.357844888318497,-1.59955822538491,-0.196832039072886,0,46
+"201","ran_vals","upstream_vcs_link","https://github.com/Leaflet/Leaflet.markercluster","D",0.506115813443891,0.155647128140251,0.201053047991909,0.811178578895874,2,331
+"202","ran_vals","upstream_vcs_link","https://github.com/letsencrypt/letsencrypt","D",0.865726202725345,0.11058286606493,0.648987767930865,1.08246463751982,2,439
+"203","ran_vals","upstream_vcs_link","https://github.com/libcgroup/libcgroup","D",-0.564505783056404,0.283109710257023,-1.11939061883374,-0.00962094727906793,0,96
+"204","ran_vals","upstream_vcs_link","https://github.com/libevent/libevent","D",-1.24403868419001,0.432402837053338,-2.0915326716275,-0.39654469675253,0,12
+"205","ran_vals","upstream_vcs_link","https://github.com/librsync/librsync","D",0.609608987039752,0.145406095337769,0.324618277045128,0.894599697034376,2,369
+"206","ran_vals","upstream_vcs_link","https://github.com/libwww-perl/HTTP-Message.git","D",-0.267331748474256,0.26099932682271,-0.778881029035967,0.244217532087455,1,147
+"207","ran_vals","upstream_vcs_link","https://github.com/libxsmm/libxsmm","D",-1.25490240291977,0.431648009101869,-2.10091695475786,-0.408887851081694,0,3
+"208","ran_vals","upstream_vcs_link","https://github.com/linuxmint/cjs.git","D",-0.379979212853575,0.281430204252496,-0.931572277350218,0.171613851643068,1,128
+"209","ran_vals","upstream_vcs_link","https://github.com/LLNL/sundials.git","D",0.311944686876147,0.172766468244982,-0.026671368620202,0.650560742372495,1,285
+"210","ran_vals","upstream_vcs_link","https://github.com/locationtech/jts.git","D",-0.343940322589601,0.256855907236561,-0.847368649989622,0.159488004810419,1,138
+"211","ran_vals","upstream_vcs_link","https://github.com/log2timeline/plaso","D",0.309333142154535,0.167818586803486,-0.0195852439167067,0.638251528225777,1,283
+"212","ran_vals","upstream_vcs_link","https://github.com/lostisland/faraday_middleware","D",-0.807478231461166,0.344534569896785,-1.48275357988786,-0.13220288303447,0,59
+"213","ran_vals","upstream_vcs_link","https://github.com/luakit/luakit","D",0.84458369732799,0.11283699058751,0.623427259652585,1.0657401350034,2,436
+"214","ran_vals","upstream_vcs_link","https://github.com/lualdap/lualdap.git","D",-0.552390348819789,0.290925533534579,-1.12259391673066,0.017813219091085,1,97
+"215","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/penlight","D",0.22471456311217,0.181002470185194,-0.130043759563596,0.579472885787936,1,262
+"216","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/say.git","D",-0.19422553276093,0.238175250168773,-0.661040445100541,0.272589379578682,1,165
+"217","ran_vals","upstream_vcs_link","https://github.com/lxc/lxcfs.git","D",0.251739022181552,0.188519670886974,-0.117752743134262,0.621230787497366,1,269
+"218","ran_vals","upstream_vcs_link","https://github.com/major/MySQLTuner-perl","D",-0.946795513512986,0.380732692857177,-1.69301787925,-0.200573147775969,0,42
+"219","ran_vals","upstream_vcs_link","https://github.com/mapbox/leaflet-image","D",-0.639979090555002,0.30707120791937,-1.24182759876618,-0.0381305823438266,0,86
+"220","ran_vals","upstream_vcs_link","https://github.com/mapbox/mapnik-vector-tile.git","D",0.219498447616055,0.176742337952188,-0.126910169313641,0.565907064545751,1,260
+"221","ran_vals","upstream_vcs_link","https://github.com/markdown-it/markdown-it","D",0.641575333835424,0.129864953469029,0.387044702182157,0.89610596548869,2,377
+"222","ran_vals","upstream_vcs_link","https://github.com/math-comp/math-comp","D",-0.219697542393763,0.233718088417782,-0.677776578228163,0.238381493440636,1,157
+"223","ran_vals","upstream_vcs_link","https://github.com/mathjax/MathJax","D",-0.0619903351595845,0.213632575953495,-0.480702489952951,0.356721819633782,1,186
+"224","ran_vals","upstream_vcs_link","https://github.com/matlab2tikz/matlab2tikz","D",0.831375382235231,0.116869839182383,0.602314706558771,1.06043605791169,2,434
+"225","ran_vals","upstream_vcs_link","https://github.com/MatMoul/g810-led.git","D",-0.237329039723283,0.234259471580172,-0.696469167057805,0.221811087611239,1,155
+"226","ran_vals","upstream_vcs_link","https://github.com/matrix-org/synapse.git","D",0.931340620997109,0.10428014544489,0.726955291622526,1.13572595037169,2,449
+"227","ran_vals","upstream_vcs_link","https://github.com/matthewdeanmartin/terminaltables","D",-0.31967426103735,0.263699300975104,-0.836515393696943,0.197166871622242,1,142
+"228","ran_vals","upstream_vcs_link","https://github.com/maxmind/geoip-api-perl.git","D",-0.845562015010719,0.353066331506341,-1.53755930891683,-0.153564721104612,0,52
+"229","ran_vals","upstream_vcs_link","https://github.com/mfontanini/libtins.git","D",0.519442835135654,0.145581181792508,0.234108961995561,0.804776708275747,2,335
+"230","ran_vals","upstream_vcs_link","https://github.com/michaelrsweet/htmldoc.git","D",-0.890284909604041,0.351704911235359,-1.5796138688112,-0.200955950396881,0,47
+"231","ran_vals","upstream_vcs_link","https://github.com/mishoo/UglifyJS2","D",0.56512776787849,0.137642721507411,0.295352990989887,0.834902544767092,2,353
+"232","ran_vals","upstream_vcs_link","https://github.com/mlpack/ensmallen","D",0.647347325262544,0.133698567578131,0.385302948024813,0.909391702500276,2,378
+"233","ran_vals","upstream_vcs_link","https://github.com/mlpack/mlpack","D",0.728951051983053,0.124595948247827,0.484747480797696,0.97315462316841,2,407
+"234","ran_vals","upstream_vcs_link","https://github.com/moment/moment.git","D",0.535489186571649,0.146033277239328,0.249269222638214,0.821709150505085,2,344
+"235","ran_vals","upstream_vcs_link","https://github.com/mongodb/mongo-c-driver","D",0.160441771465637,0.200596681706769,-0.232720500097875,0.553604043029148,1,245
+"236","ran_vals","upstream_vcs_link","https://github.com/mongoengine/flask-mongoengine","D",-0.425886489639658,0.279890219951519,-0.97446124036963,0.122688261090314,1,122
+"237","ran_vals","upstream_vcs_link","https://github.com/Mottie/tablesorter.git","D",0.602219844385753,0.135448205163436,0.336746240494826,0.867693448276681,2,366
+"238","ran_vals","upstream_vcs_link","https://github.com/mqttjs/mqtt-packet","D",-0.513381696179455,0.29322599045991,-1.08809407681196,0.0613306844530548,1,107
+"239","ran_vals","upstream_vcs_link","https://github.com/mruby-debian/mruby","D",0.74050520987772,0.121256017617398,0.502847782438865,0.978162637316574,2,409
+"240","ran_vals","upstream_vcs_link","https://github.com/mvz/ruby-gir-ffi","D",0.0208496786701621,0.209485631473556,-0.389734614296638,0.431433971636963,1,210
+"241","ran_vals","upstream_vcs_link","https://github.com/mypaint/libmypaint","D",-0.0921178094178343,0.221132106884365,-0.525528774736652,0.341293155900983,1,180
+"242","ran_vals","upstream_vcs_link","https://github.com/mypaint/mypaint","D",0.386175193168979,0.16363445618964,0.0654575524074873,0.706892833930471,2,300
+"243","ran_vals","upstream_vcs_link","https://github.com/NagiosEnterprises/nrpe.git","D",-1.24444770509337,0.432374237382414,-2.09188563820588,-0.397009771980868,0,11
+"244","ran_vals","upstream_vcs_link","https://github.com/namhyung/uftrace","D",0.746022609910704,0.121826464264497,0.507247127588434,0.984798092232974,2,410
+"245","ran_vals","upstream_vcs_link","https://github.com/netty/netty","D",-0.0794129638809802,0.236066340246506,-0.54209448872631,0.38326856096435,1,182
+"246","ran_vals","upstream_vcs_link","https://github.com/nicolargo/glances","D",-1.24989003767206,0.431995042407388,-2.0965847622904,-0.403195313053729,0,5
+"247","ran_vals","upstream_vcs_link","https://github.com/nikic/PHP-Parser","D",-0.845174460917038,0.360110025037215,-1.5509771404618,-0.139371781372279,0,54
+"248","ran_vals","upstream_vcs_link","https://github.com/ninja-build/ninja.git","D",0.264089521386041,0.180047370267846,-0.0887968398500859,0.616975882622167,1,274
+"249","ran_vals","upstream_vcs_link","https://github.com/nixxcode/amsynth.git","D",0.284446475422677,0.177633450902012,-0.0637086907948301,0.632601641640184,1,276
+"250","ran_vals","upstream_vcs_link","https://github.com/nodejs/node-gyp.git","D",-0.594323747150562,0.293055741143621,-1.16870244525475,-0.0199450490463727,0,90
+"251","ran_vals","upstream_vcs_link","https://github.com/nojhan/liquidprompt.git","D",0.599442963229435,0.147829457284122,0.309702551098454,0.889183375360417,2,365
+"252","ran_vals","upstream_vcs_link","https://github.com/npm/abbrev-js","D",-0.974963696398366,0.368708565114417,-1.69761920481406,-0.252308187982668,0,40
+"253","ran_vals","upstream_vcs_link","https://github.com/npm/nopt","D",-0.326919154213646,0.268173134749388,-0.852528839943652,0.198690531516361,1,141
+"254","ran_vals","upstream_vcs_link","https://github.com/ntop/nDPI.git","D",0.652473623882381,0.143084114163393,0.372033913362314,0.932913334402449,2,379
+"255","ran_vals","upstream_vcs_link","https://github.com/Nuitka/Nuitka","D",-0.471569379893849,0.276925682876283,-1.01433374472552,0.0711949849378256,1,115
+"256","ran_vals","upstream_vcs_link","https://github.com/numba/numba.git","D",0.811822321052576,0.120408330750861,0.575826329342301,1.04781831276285,2,429
+"257","ran_vals","upstream_vcs_link","https://github.com/nvbn/thefuck.git","D",0.347968057139008,0.162936208815096,0.0286189560839217,0.667317158194094,2,294
+"258","ran_vals","upstream_vcs_link","https://github.com/oauth-xx/oauth-ruby","D",-0.533691476916145,0.289090507833319,-1.10029846054185,0.0329155067095545,1,104
+"259","ran_vals","upstream_vcs_link","https://github.com/ocaml/dune.git","D",0.873289203753492,0.109129865220527,0.659398598283549,1.08717980922344,2,440
+"260","ran_vals","upstream_vcs_link","https://github.com/OCamlPro/alt-ergo.git","D",0.0049945323008655,0.20611266127298,-0.398978860551878,0.408967925153609,1,201
+"261","ran_vals","upstream_vcs_link","https://github.com/ocsigen/js_of_ocaml.git","D",0.165255036898431,0.189848595760359,-0.206841373307377,0.537351447104238,1,248
+"262","ran_vals","upstream_vcs_link","https://github.com/olive-editor/olive","D",-0.392715495267943,0.282061016640199,-0.945544929325487,0.1601139387896,1,125
+"263","ran_vals","upstream_vcs_link","https://github.com/oneapi-src/oneTBB.git","D",0.596711949701749,0.13708320822752,0.328033798690606,0.865390100712893,2,364
+"264","ran_vals","upstream_vcs_link","https://github.com/open-power/skiboot.git","D",-1.04903785411056,0.3973346027397,-1.82779936529191,-0.270276342929224,0,26
+"265","ran_vals","upstream_vcs_link","https://github.com/openalpr/openalpr","D",-0.238335998732359,0.257244860911228,-0.742526661326381,0.265854663861662,1,154
+"266","ran_vals","upstream_vcs_link","https://github.com/opencontainers/runc","D",0.797096726747489,0.11987898416578,0.562138235279314,1.03205521821566,2,424
+"267","ran_vals","upstream_vcs_link","https://github.com/OpenPrinting/cups-filters","D",-0.691878758929923,0.337441748440578,-1.35325243275368,-0.0305050851061652,0,79
+"268","ran_vals","upstream_vcs_link","https://github.com/openstreetmap/osm2pgsql.git","D",0.530355287984977,0.145470975421279,0.245237415363359,0.815473160606595,2,343
+"269","ran_vals","upstream_vcs_link","https://github.com/openSUSE/open-build-service","D",-0.137114156082241,0.246113585388264,-0.619487919549261,0.34525960738478,1,171
+"270","ran_vals","upstream_vcs_link","https://github.com/OpenTTD/OpenTTD.git","D",0.596253402379887,0.138534197606421,0.324731364444146,0.867775440315627,2,363
+"271","ran_vals","upstream_vcs_link","https://github.com/osantana/dicteval.git","D",-0.539418899477565,0.304300721688405,-1.13583735445638,0.0569995555012546,1,101
+"272","ran_vals","upstream_vcs_link","https://github.com/OSGeo/PROJ.git","D",0.426137420922737,0.162244482720864,0.108144078099512,0.744130763745961,2,313
+"273","ran_vals","upstream_vcs_link","https://github.com/OSGeo/shapelib.git","D",-0.831488375728042,0.352830574743643,-1.52302359487015,-0.139953156585935,0,55
+"274","ran_vals","upstream_vcs_link","https://github.com/osmcode/libosmium.git","D",0.343828940130972,0.163989118938164,0.0224161731557145,0.66524170710623,2,292
+"275","ran_vals","upstream_vcs_link","https://github.com/osmcode/osmium-tool.git","D",0.247257878349054,0.182936307446445,-0.111290695710724,0.605806452408832,1,268
+"276","ran_vals","upstream_vcs_link","https://github.com/P403n1x87/austin","D",0.0872418745209352,0.207838821334055,-0.320114729883068,0.494598478924939,1,229
+"277","ran_vals","upstream_vcs_link","https://github.com/PDAL/PDAL.git","D",0.72349245000193,0.124696046956983,0.479092688951728,0.967892211052132,2,403
+"278","ran_vals","upstream_vcs_link","https://github.com/pdfminer/pdfminer.six.git","D",0.191121463910028,0.198103279876107,-0.197153829866401,0.579396757686456,1,253
+"279","ran_vals","upstream_vcs_link","https://github.com/pgbackrest/pgbackrest","D",0.562616216295709,0.138741126438586,0.290688605301563,0.834543827289856,2,352
+"280","ran_vals","upstream_vcs_link","https://github.com/pgRouting/pgrouting.git","D",0.471249556329127,0.150338025239561,0.176592441352713,0.76590667130554,2,325
+"281","ran_vals","upstream_vcs_link","https://github.com/philpem/printer-driver-ptouch.git","D",-0.570764810412923,0.280120776240302,-1.11979144316532,-0.0217381776605278,0,94
+"282","ran_vals","upstream_vcs_link","https://github.com/phpmyadmin/motranslator","D",0.104777901457025,0.202244806634147,-0.29161463560617,0.50117043852022,1,232
+"283","ran_vals","upstream_vcs_link","https://github.com/plastex/plastex","D",-1.24488227101229,0.432343867065293,-2.09226067939704,-0.397503862627542,0,10
+"284","ran_vals","upstream_vcs_link","https://github.com/plotly/plotly.R.git","D",0.628350033177213,0.133601650625401,0.366495609676323,0.890204456678103,2,372
+"285","ran_vals","upstream_vcs_link","https://github.com/porridge/bambam","D",-0.536761911531681,0.282879824107975,-1.09119617873634,0.0176723556729756,1,102
+"286","ran_vals","upstream_vcs_link","https://github.com/PracticallyGreen/omniauth-saml.git","D",0.177388009078635,0.193807631868858,-0.202467969313324,0.557243987470593,1,251
+"287","ran_vals","upstream_vcs_link","https://github.com/prawnpdf/prawn","D",0.573952803894691,0.143894030302606,0.291925686911268,0.855979920878114,2,355
+"288","ran_vals","upstream_vcs_link","https://github.com/prehor/amavisd-milter","D",0.12584623504864,0.205571695723333,-0.277066884809919,0.528759354907199,1,241
+"289","ran_vals","upstream_vcs_link","https://github.com/processone/eimp.git","D",-0.776759856994661,0.343750667749545,-1.45049878544536,-0.103020928543959,0,63
+"290","ran_vals","upstream_vcs_link","https://github.com/processone/fast_tls.git","D",-0.661634342918603,0.326276945475263,-1.30112540503586,-0.0221432808013481,0,82
+"291","ran_vals","upstream_vcs_link","https://github.com/processone/pkix.git","D",-0.717428752566392,0.320137897944522,-1.34488750262401,-0.0899700025087707,0,74
+"292","ran_vals","upstream_vcs_link","https://github.com/processone/stun.git","D",-0.767684841430245,0.344000338337822,-1.44191311524197,-0.0934565676185207,0,65
+"293","ran_vals","upstream_vcs_link","https://github.com/prometheus/haproxy_exporter","D",-0.132678193330402,0.234228051847197,-0.591756739119887,0.326400352459084,1,172
+"294","ran_vals","upstream_vcs_link","https://github.com/prometheus/mysqld_exporter","D",0.0291035368964264,0.216971694058844,-0.396153169123552,0.454360242916404,1,212
+"295","ran_vals","upstream_vcs_link","https://github.com/prometheus/node_exporter","D",0.304809277456616,0.176409636164431,-0.0409472559514845,0.650565810864716,1,280
+"296","ran_vals","upstream_vcs_link","https://github.com/prometheus/pushgateway","D",-0.1985890231098,0.252498229396096,-0.693476458886281,0.29629841266668,1,163
+"297","ran_vals","upstream_vcs_link","https://github.com/prometheus/snmp_exporter","D",-0.5013455499966,0.282509296660769,-1.05505359674945,0.0523624967562493,1,110
+"298","ran_vals","upstream_vcs_link","https://github.com/psf/black.git","D",0.787644353769078,0.127260149970921,0.538219043158906,1.03706966437925,2,422
+"299","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/clj-kitchensink.git","D",-0.438204258469897,0.273723233822192,-0.97469193849323,0.0982834215534348,1,120
+"300","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/marionette-collective","D",0.112880611904888,0.201904401890229,-0.282844744120062,0.508605967929839,1,234
+"301","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-apache","D",0.664991988040833,0.12934495861282,0.411480527577883,0.918503448503784,2,384
+"302","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-concat","D",-0.00635484741744693,0.211955737432419,-0.421780459101616,0.409070764266722,1,196
+"303","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-firewall","D",0.22025724001103,0.186864346478982,-0.145990149082388,0.586504629104449,1,261
+"304","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-mysql","D",0.368698187738322,0.162167472431722,0.050855782308255,0.686540593168389,2,296
+"305","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-ntp.git","D",-0.438023079873144,0.27413406234236,-0.975315968999829,0.0992698092535398,1,121
+"306","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-postgresql.git","D",0.43142909649366,0.156203873503539,0.125275130181073,0.737583062806247,2,317
+"307","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-xinetd","D",-0.580684226075215,0.315337507763439,-1.19873438426617,0.0373659321157448,1,93
+"308","ran_vals","upstream_vcs_link","https://github.com/py-pdf/pypdf","D",0.584479541844013,0.13764412606019,0.31470201208255,0.854257071605475,2,359
+"309","ran_vals","upstream_vcs_link","https://github.com/pydanny/cached-property.git","D",-0.640226778021154,0.323090830288157,-1.27347316912108,-0.00698038692122316,0,85
+"310","ran_vals","upstream_vcs_link","https://github.com/pydicom/pydicom.git","D",0.582156144980477,0.140282489401598,0.307207518091722,0.857104771869232,2,358
+"311","ran_vals","upstream_vcs_link","https://github.com/pyjokes/pyjokes","D",-0.850576248024476,0.355806187061441,-1.54794356014142,-0.15320893590753,0,51
+"312","ran_vals","upstream_vcs_link","https://github.com/pypa/pipenv.git","D",0.71902116131249,0.120100204166964,0.483629086609333,0.954413236015648,2,401
+"313","ran_vals","upstream_vcs_link","https://github.com/pyparsing/pyparsing","D",0.40747279516617,0.15889946924411,0.0960355582851853,0.718910032047155,2,307
+"314","ran_vals","upstream_vcs_link","https://github.com/pytest-dev/pytest-bdd.git","D",0.573474540774105,0.148342316553902,0.282728942945216,0.864220138602993,2,354
+"315","ran_vals","upstream_vcs_link","https://github.com/python-bugzilla/python-bugzilla","D",-0.334031241608565,0.269296080107053,-0.861841859796203,0.193779376579073,1,139
+"316","ran_vals","upstream_vcs_link","https://github.com/python-social-auth/social-app-django.git","D",-0.0271286261734249,0.227701062089334,-0.473414507110039,0.419157254763189,1,191
+"317","ran_vals","upstream_vcs_link","https://github.com/rackerlabs/kthresher","D",-0.491941844186587,0.28130493915905,-1.04328939361156,0.0594057052383823,1,111
+"318","ran_vals","upstream_vcs_link","https://github.com/rails/jbuilder","D",-0.54226888534099,0.297123521630517,-1.12462028669651,0.0400825160145307,1,100
+"319","ran_vals","upstream_vcs_link","https://github.com/rails/jquery-rails.git","D",0.00967608002188679,0.220772130973548,-0.423029345476427,0.442381505520201,1,202
+"320","ran_vals","upstream_vcs_link","https://github.com/rails/rails-dom-testing","D",-0.996902183107788,0.370612242932462,-1.72328883148502,-0.270515534730553,0,37
+"321","ran_vals","upstream_vcs_link","https://github.com/rails/rails-html-sanitizer","D",-1.08147471688932,0.399422050152633,-1.86432754981963,-0.298621883959008,0,21
+"322","ran_vals","upstream_vcs_link","https://github.com/rails/sprockets.git","D",0.082669939523906,0.207361625084105,-0.323751377416637,0.489091256464449,1,228
+"323","ran_vals","upstream_vcs_link","https://github.com/rakhimov/scram.git","D",0.80977150008036,0.12135602576239,0.571918060279161,1.04762493988156,2,427
+"324","ran_vals","upstream_vcs_link","https://github.com/ranger/ranger.git","D",-1.2459421947795,0.432269859644422,-2.09317555128475,-0.398708838274248,0,9
+"325","ran_vals","upstream_vcs_link","https://github.com/Ranks/emojione","D",0.294790885502848,0.173504322517715,-0.0452713377938956,0.634853108799592,1,278
+"326","ran_vals","upstream_vcs_link","https://github.com/rbenv/ruby-build.git","D",-0.101686569014586,0.227924238771358,-0.548409868210155,0.345036730180984,1,176
+"327","ran_vals","upstream_vcs_link","https://github.com/rclone/rclone.git","D",0.653271156276422,0.134972246574556,0.388730414077831,0.917811898475012,2,380
+"328","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/dcfldd","D",-0.799105730320889,0.342201708154413,-1.46980875375162,-0.128402706890154,0,61
+"329","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/nbtscan","D",-0.742575597157772,0.330014268007972,-1.38939167683775,-0.095759517477798,0,70
+"330","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/openrdate","D",-0.592243008327411,0.30481922027308,-1.18967770185823,0.00519168520340729,1,91
+"331","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/packit","D",-0.370503212976473,0.262721117004874,-0.88542714028416,0.144420714331214,1,133
+"332","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/scrot","D",-0.888204947740484,0.354323084312115,-1.58266543188338,-0.19374446359759,0,48
+"333","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/sniffit","D",-1.2609624991022,0.431231237926043,-2.10616019444587,-0.415764803758535,0,1
+"334","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/stress","D",-0.702206263184578,0.317138339841026,-1.32378598738981,-0.0806265389793429,0,78
+"335","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/txt2html","D",-0.815594119163028,0.34797432236813,-1.49761125854929,-0.133576979776763,0,57
+"336","ran_vals","upstream_vcs_link","https://github.com/RiotGames/buff-extensions","D",-0.804157964569955,0.34916712037625,-1.48851294509297,-0.119802984046943,0,60
+"337","ran_vals","upstream_vcs_link","https://github.com/robert7/nixnote2","D",0.527868246894531,0.141702356560086,0.250136731512309,0.805599762276753,2,337
+"338","ran_vals","upstream_vcs_link","https://github.com/ropensci/RNeXML.git","D",0.069354885384163,0.197759435107558,-0.318246485029636,0.456956255797962,1,225
+"339","ran_vals","upstream_vcs_link","https://github.com/ros/robot_state_publisher","D",-0.947599835794692,0.357694082608132,-1.64866735518972,-0.246532316399659,0,41
+"340","ran_vals","upstream_vcs_link","https://github.com/royhills/arp-scan","D",-0.205623797272755,0.237944312993849,-0.671986081066825,0.260738486521314,1,160
+"341","ran_vals","upstream_vcs_link","https://github.com/rr-debugger/rr.git","D",0.713752898387644,0.124498650787249,0.469740026720806,0.957765770054482,2,398
+"342","ran_vals","upstream_vcs_link","https://github.com/rsnapshot/rsnapshot.git","D",0.260291825619092,0.186631304106315,-0.105498808817027,0.626082460055212,1,272
+"343","ran_vals","upstream_vcs_link","https://github.com/rsyslog/rsyslog-doc","D",-0.446107458402191,0.290730039328214,-1.0159278647094,0.123712947905022,1,117
+"344","ran_vals","upstream_vcs_link","https://github.com/ruby-ldap/ruby-net-ldap.git","D",0.528641985243472,0.146652204563453,0.241208946045704,0.81607502444124,2,339
+"345","ran_vals","upstream_vcs_link","https://github.com/scikit-learn-contrib/imbalanced-learn.git","D",0.502979692610285,0.144173831515354,0.220404175327045,0.785555209893524,2,329
+"346","ran_vals","upstream_vcs_link","https://github.com/scop/bash-completion","D",0.588005229195715,0.147944818707137,0.29803871283042,0.877971745561011,2,361
+"347","ran_vals","upstream_vcs_link","https://github.com/seccomp/libseccomp","D",-0.0149357749749519,0.223611271731893,-0.453205814106662,0.423334264156758,1,194
+"348","ran_vals","upstream_vcs_link","https://github.com/selectize/selectize.js","D",-1.05108087890297,0.398284072735721,-1.83170331708092,-0.270458440725031,0,25
+"349","ran_vals","upstream_vcs_link","https://github.com/SELinuxProject/selinux.git","D",0.0164480869875245,0.210650335158329,-0.396418983254093,0.429315157229142,1,208
+"350","ran_vals","upstream_vcs_link","https://github.com/SethMMorton/natsort.git","D",-0.869600513895653,0.354879527118012,-1.56515160589756,-0.174049421893745,0,50
+"351","ran_vals","upstream_vcs_link","https://github.com/silx-kit/pyFAI","D",0.787684708182174,0.117157942917784,0.558059359560519,1.01731005680383,2,423
+"352","ran_vals","upstream_vcs_link","https://github.com/simd-everywhere/simde","D",0.808258019886782,0.115615130256794,0.581656528515559,1.03485951125801,2,426
+"353","ran_vals","upstream_vcs_link","https://github.com/sinatra/sinatra.git","D",0.125178002695247,0.195635147251114,-0.258259840027126,0.50861584541762,1,239
+"354","ran_vals","upstream_vcs_link","https://github.com/skvadrik/re2c","D",0.0925444999328196,0.194887331923926,-0.289427651681178,0.474516651546817,1,230
+"355","ran_vals","upstream_vcs_link","https://github.com/slime/slime","D",0.686758227018222,0.139921888979607,0.412516363969379,0.961000090067064,2,391
+"356","ran_vals","upstream_vcs_link","https://github.com/smarty-php/smarty.git","D",0.0428024564861695,0.206720709626285,-0.362362689239912,0.447967602212251,1,217
+"357","ran_vals","upstream_vcs_link","https://github.com/solnic/virtus.git","D",0.0122381485435056,0.199042723243428,-0.377878420398386,0.402354717485397,1,204
+"358","ran_vals","upstream_vcs_link","https://github.com/sopel-irc/sopel.git","D",0.664627487499428,0.130074771774308,0.409685619524518,0.919569355474338,2,383
+"359","ran_vals","upstream_vcs_link","https://github.com/spacetelescope/gwcs","D",0.211822440685455,0.182517819472999,-0.145905912018406,0.569550793389315,1,259
+"360","ran_vals","upstream_vcs_link","https://github.com/squizlabs/PHP_CodeSniffer","D",0.628695342297075,0.136377103821407,0.361401130491238,0.895989554102912,2,373
+"361","ran_vals","upstream_vcs_link","https://github.com/stachenov/quazip.git","D",-0.318622879423598,0.264776249181155,-0.837574791780265,0.200329032933069,1,143
+"362","ran_vals","upstream_vcs_link","https://github.com/stephane/libmodbus.git","D",-0.744359488815951,0.321540403403869,-1.37456709906201,-0.114151878569888,0,69
+"363","ran_vals","upstream_vcs_link","https://github.com/supercollider/supercollider.git","D",0.661648858942538,0.129944247227078,0.406962814379297,0.916334903505779,2,382
+"364","ran_vals","upstream_vcs_link","https://github.com/swaywm/wlroots","D",0.668989415110307,0.131149731900145,0.411940664003939,0.926038166216676,2,385
+"365","ran_vals","upstream_vcs_link","https://github.com/syncthing/syncthing.git","D",0.671583205038,0.128236156428507,0.420244956922283,0.922921453153717,2,386
+"366","ran_vals","upstream_vcs_link","https://github.com/tarantool/tarantool","D",0.766419084915843,0.119470395125071,0.532261413251936,1.00057675657975,2,417
+"367","ran_vals","upstream_vcs_link","https://github.com/terser/terser","D",0.510474899068432,0.143177851622032,0.229851466505428,0.791098331631435,2,333
+"368","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/factory_girl.git","D",-0.377812588087841,0.270409979880162,-0.907806409713158,0.152181233537477,1,130
+"369","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/shoulda-matchers","D",0.5156660176556,0.151861293452111,0.218023351843795,0.813308683467406,2,334
+"370","ran_vals","upstream_vcs_link","https://github.com/tinfoil/devise-two-factor.git","D",-0.566600153730082,0.300566213872911,-1.15569910789055,0.0224988004303859,1,95
+"371","ran_vals","upstream_vcs_link","https://github.com/tkf/emacs-jedi.git","D",-0.199090414488127,0.230562888636334,-0.65098537238686,0.252804543410606,1,162
+"372","ran_vals","upstream_vcs_link","https://github.com/tmuxinator/tmuxinator","D",0.289742590476277,0.181830021726458,-0.0666377034157153,0.64612288436827,1,277
+"373","ran_vals","upstream_vcs_link","https://github.com/totalopenstation/totalopenstation.git","D",-0.0887527061706464,0.228037360364331,-0.535697719614318,0.358192307273025,1,181
+"374","ran_vals","upstream_vcs_link","https://github.com/tpm2-software/tpm2-abrmd.git","D",0.629736331331008,0.136004996899451,0.363171435690603,0.896301226971413,2,375
+"375","ran_vals","upstream_vcs_link","https://github.com/tqdm/tqdm.git","D",-0.0245288151911884,0.216159476571332,-0.448193604188029,0.399135973805652,1,192
+"376","ran_vals","upstream_vcs_link","https://github.com/troglobit/inadyn","D",-1.24783789228063,0.432137732374352,-2.09481228409517,-0.400863500466091,0,7
+"377","ran_vals","upstream_vcs_link","https://github.com/Tux/Text-CSV_XS.git","D",-0.266245311172547,0.254070860110792,-0.764215046510814,0.231724424165721,1,148
+"378","ran_vals","upstream_vcs_link","https://github.com/twbs/bootstrap-sass","D",0.237858597570088,0.182329507724092,-0.119500670888049,0.595217866028225,1,265
+"379","ran_vals","upstream_vcs_link","https://github.com/twisted/twisted.git","D",0.93006794508904,0.105223086731499,0.723834484753168,1.13630140542491,2,448
+"380","ran_vals","upstream_vcs_link","https://github.com/ua-parser/uap-core.git","D",-1.00606356226699,0.388063444321506,-1.76665393685371,-0.245473187680271,0,34
+"381","ran_vals","upstream_vcs_link","https://github.com/un33k/django-ipware","D",-1.17645577107448,0.417368336759589,-1.99448267941066,-0.358428862738297,0,14
+"382","ran_vals","upstream_vcs_link","https://github.com/unknown-horizons/unknown-horizons.git","D",0.89964370024874,0.107630147781861,0.688692486945569,1.11059491355191,2,443
+"383","ran_vals","upstream_vcs_link","https://github.com/varietywalls/variety.git","D",0.116105184718795,0.193345491427369,-0.262845015052046,0.495055384489636,1,235
+"384","ran_vals","upstream_vcs_link","https://github.com/varvet/pundit","D",0.016000418592983,0.213333553086083,-0.402125662149703,0.434126499335669,1,206
+"385","ran_vals","upstream_vcs_link","https://github.com/vim-airline/vim-airline.git","D",0.682215310251664,0.134384331668855,0.418826860094223,0.945603760409104,2,388
+"386","ran_vals","upstream_vcs_link","https://github.com/vim-syntastic/syntastic","D",0.76877611555468,0.126333117088562,0.521167756006417,1.01638447510294,2,419
+"387","ran_vals","upstream_vcs_link","https://github.com/virt-manager/virt-manager","D",0.691114520413239,0.12891966651352,0.438436617147826,0.943792423678652,2,393
+"388","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/beaker","D",0.685105131243621,0.126830493391463,0.436521932054908,0.933688330432335,2,389
+"389","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/librarian-puppet.git","D",-0.369581981827935,0.260883712111461,-0.880904661719515,0.141740698063646,1,134
+"390","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/pypuppetdb","D",0.236632793465371,0.188727506224872,-0.133266321627437,0.606531908558179,1,264
+"391","ran_vals","upstream_vcs_link","https://github.com/webcamoid/webcamoid.git","D",-0.0118581527535694,0.217629208790347,-0.438403563966597,0.414687258459458,1,195
+"392","ran_vals","upstream_vcs_link","https://github.com/websocket-client/websocket-client","D",0.206114437935374,0.18023391867381,-0.147137551457815,0.559366427328563,1,256
+"393","ran_vals","upstream_vcs_link","https://github.com/X0rg/CPU-X.git","D",-1.04226532515671,0.395589342342121,-1.81760618881515,-0.266924461498264,0,28
+"394","ran_vals","upstream_vcs_link","https://github.com/Xastir/Xastir.git","D",-1.1010384191016,0.396276567021508,-1.87772621838093,-0.324350619822272,0,20
+"395","ran_vals","upstream_vcs_link","https://github.com/Xaviju/inkscape-open-symbols","D",-0.0347341581091077,0.225244521392384,-0.476205307753142,0.406736991534927,1,189
+"396","ran_vals","upstream_vcs_link","https://github.com/xtaran/unburden-home-dir","D",-0.333642527805506,0.259972865763943,-0.843179981660499,0.175894926049488,1,140
+"397","ran_vals","upstream_vcs_link","https://github.com/ycm-core/ycmd","D",0.300204067615141,0.179865304139018,-0.0523254505656781,0.65273358579596,1,279
+"398","ran_vals","upstream_vcs_link","https://github.com/ycm-core/YouCompleteMe","D",0.676620984124807,0.127506210679216,0.426713403388368,0.926528564861246,2,387
+"399","ran_vals","upstream_vcs_link","https://github.com/yrro/command-t","D",-0.371354734183136,0.276678765216955,-0.913635149295381,0.170925680929109,1,132
+"400","ran_vals","upstream_vcs_link","https://github.com/ytdl-org/youtube-dl.git","D",0.966722034321475,0.102067513358317,0.766673384147613,1.16677068449534,2,451
+"401","ran_vals","upstream_vcs_link","https://github.com/zaach/jison","D",-1.25067875441275,0.431940295537141,-2.09726617713713,-0.404091331688364,0,4
+"402","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-builder-gradle-debian-packaging.git","D",-1.00115071104025,0.386352774899829,-1.75838823517102,-0.243913186909471,0,36
+"403","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-debian-packaging.git","D",0.122836267758405,0.204206462696361,-0.277401044536784,0.523073580053594,1,238
+"404","ran_vals","upstream_vcs_link","https://github.com/zeromq/czmq.git","D",0.886101683330069,0.110152180596436,0.670207376542504,1.10199599011764,2,441
+"405","ran_vals","upstream_vcs_link","https://github.com/zkat/ssri.git","D",0.109542930613443,0.204964089871334,-0.292179303658402,0.511265164885288,1,233
+"406","ran_vals","upstream_vcs_link","https://github.com/zloirock/core-js.git","D",0.759762914392723,0.126497580076084,0.511832213312127,1.00769361547332,2,413
+"407","ran_vals","upstream_vcs_link","https://github.com/zmartzone/cjose.git","D",-0.942960753354708,0.365003143769141,-1.65835376938612,-0.227567737323297,0,43
+"408","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/BTrees.git","D",-1.04839945169666,0.393957724750456,-1.8205424036389,-0.276256499754423,0,27
+"409","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.deprecation.git","D",-0.784627216176673,0.350375565199902,-1.47135070503135,-0.0979037273219985,0,62
+"410","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.event","D",-1.02597628864635,0.384128910906261,-1.77885511944322,-0.273097457849489,0,29
+"411","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.i18nmessageid","D",-0.347062974654466,0.277063544120188,-0.890097542559059,0.195971593250128,1,137
+"412","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.interface.git","D",-0.98803132757147,0.386947884337643,-1.74643524476722,-0.229627410375719,0,38
+"413","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.proxy","D",-1.16960304308294,0.417783260423786,-1.98844318685728,-0.350762899308602,0,16
+"414","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.schema","D",-0.770384555433543,0.349342831437967,-1.45508392330921,-0.0856851875578802,0,64
+"415","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testing","D",-1.00371458301062,0.387480665297558,-1.76316273169945,-0.244266434321783,0,35
+"416","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testrunner","D",-0.723213214956914,0.340800453167107,-1.39116982907937,-0.0552566008344543,0,73
+"417","ran_vals","upstream_vcs_link","https://github.com/zsh-users/antigen","D",0.429136776926094,0.161714529021242,0.112182124267603,0.746091429584585,2,315
+"418","ran_vals","upstream_vcs_link","https://gitlab.com/gnutls/libtasn1","D",-0.733570231850205,0.318414117007935,-1.35765043335488,-0.109490030345529,0,72
+"419","ran_vals","upstream_vcs_link","https://gitlab.com/ixion/ixion.git","D",-0.190234361686205,0.248279837103642,-0.676853900496814,0.296385177124404,1,166
+"420","ran_vals","upstream_vcs_link","https://gitlab.com/libidn/libidn2","D",0.595158058773216,0.142252116918205,0.316349032888952,0.873967084657479,2,362
+"421","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/libosinfo.git","D",0.075826462112952,0.198725862003812,-0.313669070211197,0.465321994437101,1,226
+"422","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db-tools.git","D",-0.309467390421039,0.256021304417228,-0.811259926353771,0.192325145511694,1,145
+"423","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db.git","D",0.167707315159657,0.184245353532402,-0.1934069420827,0.528821572402014,1,250
+"424","ran_vals","upstream_vcs_link","https://gitlab.com/o9000/tint2","D",0.550352675054776,0.148090644781281,0.26010034483615,0.840605005273401,2,348
+"425","ran_vals","upstream_vcs_link","https://gitlab.com/oath-toolkit/oath-toolkit","D",-0.76363310921666,0.340261123789942,-1.43053265718407,-0.0967335612492488,0,66
+"426","ran_vals","upstream_vcs_link","https://gitlab.com/orcus/orcus","D",0.162252899742841,0.201683559943725,-0.233039614020684,0.557545413506366,1,247
+"427","ran_vals","upstream_vcs_link","https://gitlab.dune-project.org/core/dune-common","D",0.523238240365064,0.146225584422106,0.236641361279415,0.809835119450713,2,336
+"428","ran_vals","upstream_vcs_link","https://gitlab.freedesktop.org/pulseaudio/pulseaudio.git","D",0.621935908383105,0.140310013217308,0.346933335806842,0.896938480959368,2,371
+"429","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/balsa","D",0.467751130269153,0.159600143727967,0.154940596634921,0.780561663903385,2,323
+"430","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/clutter.git","D",0.00234296753294408,0.216319562589239,-0.421635584293422,0.42632151935931,1,200
+"431","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/folks","D",-0.489558898090413,0.295105865607998,-1.06795576630861,0.0888379701277813,1,112
+"432","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gcr.git","D",-0.349377527979829,0.276626420009052,-0.891555348369821,0.192800292410163,1,136
+"433","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gdk-pixbuf","D",0.381194508471516,0.167227320040804,0.0534349839603874,0.708954032982644,2,298
+"434","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/geary.git","D",0.530020974438402,0.144204229248497,0.247385878692989,0.812656070183814,2,342
+"435","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gjs.git","D",0.430844744383968,0.155633078507536,0.125809515706102,0.735879973061834,2,316
+"436","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/glade","D",0.262705313049873,0.175573771728497,-0.0814129561678366,0.606823582267583,1,273
+"437","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-builder.git","D",0.816237478724458,0.115299881854141,0.590253862868619,1.0422210945803,2,430
+"438","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-calendar.git","D",0.241995752320678,0.186098608186542,-0.122750817297975,0.606742321939331,1,267
+"439","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-clocks.git","D",0.308121502937364,0.166064359992131,-0.0173586617629068,0.633601667637635,1,281
+"440","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-desktop.git","D",0.251994981387367,0.181696518540584,-0.104123651068491,0.608113613843226,1,270
+"441","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gvfs.git","D",0.405448491999855,0.165377000955275,0.0813155262562709,0.72958145774344,2,306
+"442","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/json-glib.git","D",-0.547265093144891,0.297808690953236,-1.13095940169625,0.0364292154064703,1,99
+"443","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/libgweather.git","D",0.580320603307065,0.141394113095897,0.303193234013123,0.857447972601006,2,357
+"444","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/template-glib.git","D",0.0543580095436804,0.214427062575505,-0.365911310415025,0.474627329502386,1,220
+"445","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/vala.git","D",0.725697410237551,0.124079365345083,0.482506322936601,0.968888497538502,2,404
+"446","ran_vals","upstream_vcs_link","https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb","D",0.905657516227018,0.108518670628449,0.692964830145093,1.11835020230894,2,444
+"447","ran_vals","upstream_vcs_link","https://invent.kde.org/office/ghostwriter","D",-0.741263404478385,0.317791348633084,-1.36412300239764,-0.11840380655913,0,71
+"448","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kscreen.git","D",0.138622214582296,0.19409241538739,-0.241791929249376,0.519036358413968,1,242
+"449","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kwin.git","D",0.913713035078336,0.107146183924198,0.703710373506004,1.12371569665067,2,446
+"450","ran_vals","upstream_vcs_link","https://salsa.debian.org/emacsen-team/magithub","D",0.638176497634484,0.135147879674912,0.373291520884703,0.903061474384264,2,376
+"451","ran_vals","upstream_vcs_link","https://salsa.debian.org/ruby-team/ruby-github-markup","D",-1.01237048996246,0.387092640452212,-1.7710581239293,-0.253682855995608,0,32

R/contribRDDAnalysis.R

@@ -53,28 +53,30 @@ library(lme4)
 library(optimx)
 library(lattice)
 #models -- TKTK need to be fixed
-all_model <- lmer(log1p_count ~ D * I(week_offset)+ scaled_project_age + (week_offset| upstream_vcs_link), data=all_actions_data, REML=FALSE, control = lmerControl(
+all_gmodel <- glmer.nb(log1p_count ~ D * week_offset + scaled_project_age + (D * week_offset | upstream_vcs_link),
-  optimizer ='optimx', optCtrl=list(method='L-BFGS-B')))
+              control=glmerControl(optimizer="bobyqa",
-summary(all_model)
+                                           optCtrl=list(maxfun=2e5)), nAGQ=0, data=all_actions_data)
+summary(all_gmodel)
+saveRDS(all_gmodel, "0512_contrib_all.rda")
+all_residuals <- residuals(all_gmodel)
+qqnorm(all_residuals)
 #identifying the quartiles of effect for D
-all_model_ranef <- ranef(all_model)
+test_condvals <- broom.mixed::tidy(all_gmodel, effects = "ran_vals", conf.int = TRUE)
+test_glmer_ranef_D <- test_condvals [which(test_condvals $term == "D"),]
+has_zero <- function(estimate, low, high){
+  return(ifelse((low < 0),ifelse((high > 0), 1, 0), 2))
+}
+test_glmer_ranef_D <- test_glmer_ranef_D |>
+  mutate(ranef_grouping = has_zero(estimate, conf.low, conf.high)) |>
+  mutate(rank = rank(estimate))
+g <- test_glmer_ranef_D |> 
+  ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) +
+  geom_linerange(aes(ymin= conf.low, ymax= conf.high)) +
+  theme_bw()
+g
+write.csv(test_glmer_ranef_D, "051224_contrib_grouped.csv")
 #d_effect_ranef_all <- all_model_ranef[all_model_ranef$term=="D",]
 #d_effect_ranef_all$quartile <- ntile(d_effect_ranef_all$condval, 4)
-df_ranefs <- as.data.frame(all_model_ranef)
-has_zero <- function(condval, condsd){
-  bounds <- condsd * 1.96
-  return(ifelse(((condval - bounds) < 0),ifelse(((condval + bounds) > 0), 1, 0), 2))
-}
-df_ranefs <- df_ranefs |>
-  mutate(ranef_grouping = has_zero(condval, condsd)) 
-wo_df_ranef <- df_ranefs[which(df_ranefs$term == "week_offset"),]
-wo_df_ranef <- wo_df_ranef |>
-  mutate(rank = rank(condval))
-library(ggplot2)
-wo_df_ranef |>
-  ggplot(aes(x=rank, y=condval, col = as.factor(ranef_grouping))) +
-  geom_linerange(aes(ymin= condval - (1.96 * condsd), ymax= condval + (1.96 * condsd))) +
-  theme_bw()
 #plotting ranefs
 #model residuals
 all_residuals <- residuals(all_model)

R/readmeRDDAnalysis.R

@@ -59,21 +59,6 @@ library(lme4)
 # https://www.bristol.ac.uk/cmm/learning/videos/random-intercepts.html#exvar
 library(optimx)
 library(lattice)
-all_model <- lmer(log1p_count ~ D * I(week_offset)+ scaled_project_age + (D * I(week_offset)| upstream_vcs_link), data=all_actions_data, REML=FALSE, control = lmerControl(
-  optimizer ='optimx', optCtrl=list(method='L-BFGS-B')))
-summary_of_all <- summary(all_model)
-#identifying the quartiles of effect for D
-mmcm = coef(all_model)$upstream_vcs_link
-fixed_impacts = fixef(all_model)
-summary(all_model)$coef[,2]
-variance_components <- VarCorr(all_model)
-all_model_ranef_condvar <- ranef(all_model, condVar = TRUE)
-dotplot(all_model_ranef_condvar)
-test <- broom.mixed::tidy(all_model, effects = "ran_vals", conf.int = TRUE)
-attr(all_model_ranef_condvar$upstream_vcs_link, "postVar")
-
-all_coefficients <- coef(all_model)
-all_standard_errors <- sqrt(diag(vcov(all_model)))[1]
 
 var(all_actions_data$log1p_count) # 1.125429
 mean (all_actions_data$log1p_count) # 0.6426873
@@ -81,19 +66,13 @@ var(all_actions_data$count) # 268.4449
 mean (all_actions_data$count) # 3.757298
 
 summary(all_actions_data$week_offset)
-
+#all_log1p_gmodel <- glmer.nb(log1p_count ~ D * week_offset+ scaled_project_age + (D * week_offset | upstream_vcs_link), data=all_actions_data, nAGQ=1,  control=glmerControl(optimizer="bobyqa",
-#all_gmodel <- glmer(count ~ D * I(week_offset)+ scaled_project_age + (D * I(week_offset)| upstream_vcs_link), data=all_actions_data, nAGQ=0, family = poisson)
-all_gmodel <- glmer.nb(count ~ D * week_offset + scaled_project_age + (D * week_offset | upstream_vcs_link),
-              control=glmerControl(optimizer="bobyqa",
-                                           optCtrl=list(maxfun=2e5)), data=all_actions_data)
-#all_log1p_gmodel <- glmer.nb(log1p_count ~ D * week_offset+ scaled_project_age + (D * week_offset | upstream_vcs_link), data=all_actions_data, nAGQ=0,  control=glmerControl(optimizer="bobyqa",
 #                           optCtrl=list(maxfun=1e5)))
-all_log1p_gmodel <- glmer.nb(log1p_count ~ D * week_offset+ scaled_project_age + (D * week_offset | upstream_vcs_link), data=all_actions_data, nAGQ=1,  control=glmerControl(optimizer="bobyqa",
+all_log1p_gmodel <- readRDS("final_models/0510_rm_all.rda")
-                           optCtrl=list(maxfun=1e5)))
 summary(all_log1p_gmodel)
-warnings(all_log1p_gmodel)
+#warnings(all_log1p_gmodel)
-saveRDS(all_log1p_gmodel, "0510_log1p_nagq_gmodel_backup.rda")
+#saveRDS(all_log1p_gmodel, "0510_log1p_nagq_gmodel_backup.rda")
-#yesterdays_model <- readRDS("0509_log1p_gmodel.rda")
+#yesterdays_model <- readRDS("0510_rm_all.rda")
 all_residuals <- residuals(all_log1p_gmodel)
 qqnorm(all_residuals)
 library(broom.mixed)
@@ -110,6 +89,7 @@ g <- test_glmer_ranef_D |>
   geom_linerange(aes(ymin= conf.low, ymax= conf.high)) +
   theme_bw()
 g
+write.csv(test_glmer_ranef_D, "051224_readme_grouped.csv")
 ggsave("0509caterpillar.png", g)
 #below this groups the ranefs
 """