backing up

2024-02-18 15:45:31 -06:00 · 2024-02-18 15:45:31 -06:00 · 8a348ed94e
commit 8a348ed94e
parent aa4c8dddb4
15 changed files with 12291 additions and 10 deletions
--- a/013024_octo_data.csv
+++ b/013024_octo_data.csv
--- a/013024_te_rows.csv
+++ b/013024_te_rows.csv
@ -0,0 +1,205 @@
+project_name,underproduction_mean,underproduction_low,underproduction_high,debian_vcs_link,upstream_vcs_link,age_of_project,contributors,collaborators,milestone_count
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+tidy-html5,2.58506214231347,3.66271559825143,1.85867571563008,https://salsa.debian.org/debian/tidy-html5, https://github.com/htacg/tidy-html5,3722.5229050925927,18,85,3
+tifffile,-0.495019139781536,1.09540225176633,-0.943295403808547,https://salsa.debian.org/python-team/packages/tifffile, https://github.com/cgohlke/tifffile.git,1876.595185185185,0,2,0
+tigervnc,0.386049951760157,0.977138634206926,0.0684855340794749,https://salsa.debian.org/debian-remote-team/tigervnc, https://github.com/TigerVNC/tigervnc.git,5713.216122685185,57,92,0
+tikzit,-0.316083266782456,1.71784040429033,-0.775896519955274,https://salsa.debian.org/debian/tikzit, https://github.com/tikzit/tikzit.git,4273.840902777778,1,14,0
+tiledarray,-1.7374267907978,0.176768633819741,-2.3518262419847,https://salsa.debian.org/debichem-team/tiledarray, https://github.com/ValeevGroup/tiledarray.git,5618.111967592593,7,39,0
+timeshift,0.0156315640585256,1.06811864928072,-0.301132204362499,https://salsa.debian.org/debian/timeshift, https://github.com/linuxmint/timeshift.git,3711.4258449074073,52,39,0
+tinymux,-0.358104556573467,1.21116943335798,-0.974126882100601,https://github.com/brazilofmux/tinymux,https://github.com/brazilofmux/tinymux,5573.2325925925925,10,7,0
+tinyows,-1.98511151844238,-0.212331690029963,-2.347873619432,https://salsa.debian.org/debian-gis-team/tinyows, https://github.com/mapserver/tinyows.git,4838.9733680555555,4,22,0
+tinyxml2,1.09131672847064,3.21602890262065,0.245965835670316,https://salsa.debian.org/debian/tinyxml2, https://github.com/leethomason/tinyxml2.git,4345.918495370371,18,127,0
+tlf,-0.874731641891955,-0.514588381934818,-0.988646862374724,https://salsa.debian.org/debian-hamradio-team/tlf, https://github.com/Tlf/tlf.git,5111.279826388889,15,21,0
+tmate,-0.00717787688764515,1.87830682312925,-0.450202181194144,https://salsa.debian.org/debian/tmate, https://github.com/tmate-io/tmate,5291.238715277777,13,35,0
+tmuxinator,-0.350033048899331,0.369162139645773,-0.52166143647151,https://salsa.debian.org/ruby-team/tmuxinator, https://github.com/tmuxinator/tmuxinator,4304.313865740741,50,102,2
+todoman,-0.633941656040399,1.01466560147069,-1.15564134757205,https://salsa.debian.org/python-team/packages/todoman, https://github.com/pimutils/todoman.git,3181.1360069444445,24,26,0
--- a/013124_octo_data.csv
+++ b/013124_octo_data.csv
@ -0,0 +1,59 @@
+project_name,underproduction_mean,underproduction_low,underproduction_high,debian_vcs_link,upstream_vcs_link,age_of_project,contributors,collaborators,milestone_count,api_contrib_count,issue_contrib_count,file_contrib_count,wiki_contrib_count
+0xFFFF,-0.510168673014387,1.45279943111322,-1.00117086618243,https://salsa.debian.org/debian/0xffff, https://github.com/pali/0xFFFF,5557.842777777778,3,11,0,6,9,0,0
+3270font,0.795626592579791,4.35746269027599,-0.214217071018684,https://github.com/kilobyte/3270font/tree/debian,https://github.com/kilobyte/3270font,3596.6082060185186,6,15,0,9,3,0,0
+4pane-debian-dir,-0.242627942451996,2.29989480702703,-0.819422099435506,https://github.com/dghart/4pane-debian-dir/tree/master/,https://github.com/dghart/4pane-debian-dir,2236.685972222222,0,2,0,1,2,0,0
+4ti2,0.476440833737227,3.0285400273249,-0.219194365566797,https://salsa.debian.org/math-team/4ti2, https://github.com/4ti2/4ti2.git,5656.560381944444,3,11,0,6,18,0,0
+6tunnel,-0.563131581951037,0.346490727983096,-0.839859948356692,https://salsa.debian.org/debian/6tunnel, https://github.com/wojtekka/6tunnel,2673.0241203703704,1,7,0,5,18,0,1
+7kaa,0.873343914137606,3.76518932259787,-0.0927531105574549,https://salsa.debian.org/games-team/7kaa, https://github.com/the3dfxdude/7kaa,5126.709664351852,24,23,0,27,66,0,0
+a2jmidid,0.359466917341911,1.94843440395128,-0.156227733435732,https://salsa.debian.org/multimedia-team/a2jmidid, https://github.com/linuxaudio/a2jmidid.git,4551.794791666666,8,8,0,12,23,0,0
+abGate,0.170683343407432,2.31288851659804,-0.444716742427934,https://salsa.debian.org/multimedia-team/abgate, https://github.com/antanasbruzas/abGate.git,1677.578622685185,2,8,0,4,5,0,0
+link,0.24190624984189,3.45214605429943,-0.714154937378648,https://salsa.debian.org/multimedia-team/ableton-link, https://github.com/Ableton/link.git,2835.8410648148147,20,10,0,19,81,0,0
+acme-tiny,-0.0997740414324175,0.698285251666775,-0.357256083455663,https://salsa.debian.org/letsencrypt-team/acme-tiny, https://github.com/diafygi/acme-tiny.git,2161.2252314814814,7,34,0,36,354,0,0
+acmetool,0.621943486643402,2.68754503210466,-0.233690566178644,https://salsa.debian.org/go-team/packages/acmetool, https://github.com/hlandau/acmetool,2727.716875,7,20,1,21,258,0,5
+acpi_call,0.105692079347462,1.31966601416273,-0.230983048552108,https://salsa.debian.org/moonsweep/acpi-call, https://github.com/nix-community/acpi_call.git,4711.2498958333335,14,26,0,29,24,0,0
+acpica,0.704078223289118,1.4328185991839,0.250194214510807,https://salsa.debian.org/debian/acpica-unix, https://github.com/acpica/acpica,5757.107615740741,43,108,0,105,57,0,0
+actiona,0.268592127615787,2.38984495856638,-0.565826782279516,https://salsa.debian.org/debian/actiona, https://github.com/Jmgr/actiona,4932.320543981482,3,17,0,3,93,0,0
+adapta-kde,-0.0885623802323334,2.08899063570217,-0.531363678282838,https://salsa.debian.org/debian/adapta-kde, https://github.com/PapirusDevelopmentTeam/adapta-kde.git,636.9053819444445,2,5,0,3,0,0,0
+admesh,0.126087687547782,1.81004815315567,-0.381631878995558,https://salsa.debian.org/science-team/admesh, https://github.com/admesh/admesh,3319.1463078703705,15,9,1,20,42,0,0
+ADMS,-0.674637302613584,2.08369083985849,-1.26384529492003,https://salsa.debian.org/science-team/adms, https://github.com/Qucs/ADMS.git,3397.3394444444443,6,10,0,12,44,0,3
+ADOL-C,-0.218347665039878,0.298998807070195,-0.420097301634624,https://salsa.debian.org/science-team/adolc, https://github.com/coin-or/ADOL-C,5292.595347222222,11,44,0,11,43,0,2
+taplib,-0.160732025116376,2.2507776055854,-0.654429732393435,https://salsa.debian.org/debian-astro-team/adql, https://github.com/gmantele/taplib.git,3533.9449074074073,2,12,0,7,26,0,0
+adwaita-qt,0.20520102503331,2.35604851930854,-0.287329460126735,https://salsa.debian.org/debian/adwaita-qt, https://github.com/FedoraQt/adwaita-qt.git,3324.8509953703706,3,11,0,9,135,0,0
+aeskulap,-0.00799468636720424,0.736060248382803,-0.280025211041137,https://salsa.debian.org/med-team/aeskulap, https://github.com/pipelka/aeskulap.git,0.12170138888888889,0,2,0,2,3,0,0
+AFFLIBv3,0.485538307170435,1.29662314566269,0.0866885422979764,https://salsa.debian.org/pkg-security-team/afflib, https://github.com/sshock/AFFLIBv3,3923.2419675925926,1,18,0,14,23,0,0
+afio,0.747197510388286,2.0817065145595,0.0678453147004074,https://salsa.debian.org/debian/afio, https://github.com/kholtman/afio,3009.1574652777776,0,6,0,4,8,0,0
+amavisd-milter,0.615386064993919,3.58791746330739,-0.470593396980749,https://salsa.debian.org/debian/amavisd-milter, https://github.com/prehor/amavisd-milter,5582.9392824074075,1,5,0,3,7,0,0
+amora,-0.638598553710922,1.53381287298563,-1.33733542687029,https://github.com/amora/amora/tree/master/amora-server,https://github.com/amora/amora,4404.234166666667,0,11,0,6,5,0,0
+amule,0.483943008568694,0.687632642276388,0.323873644784891,https://salsa.debian.org/debian/amule, https://github.com/amule-project/amule.git,5047.608055555555,11,25,0,16,46,0,0
+amule-emc,-0.35842492549173,1.85783039290765,-0.805888050424067,https://salsa.debian.org/morph/amule-emc, https://github.com/palopezv/amule-emc,2735.137662037037,0,2,0,0,1,0,0
+analog-ce,0.310010033709121,0.630895138146135,0.112953472819103,https://salsa.debian.org/debian/analog, https://github.com/c-amie/analog-ce.git,798.2990509259259,2,1,0,1,4,0,0
+anfo,-0.516434387853255,1.11412287457208,-0.885801240207339,https://salsa.debian.org/med-team/anfo, https://github.com/udo-stenzel/anfo,2083.7738310185186,0,5,0,1,1,0,1
+anomaly,-2.69792324322731,-0.929443293100317,-3.01576616380581,https://github.com/mogaal/anomaly,https://github.com/mogaal/anomaly,224.81612268518518,0,2,0,1,2,0,0
+anosql,-1.75319624841393,0.617887353067759,-2.32130372860723,https://salsa.debian.org/python-team/packages/anosql, https://github.com/honza/anosql,2207.993252314815,1,18,0,12,24,0,0
+appdirs,0.345827763928743,1.95777273592346,-0.1122252660673,https://salsa.debian.org/python-team/packages/appdirs, https://github.com/ActiveState/appdirs.git,4580.797060185185,5,36,0,28,143,0,0
+appstream-generator,-1.13327130705794,-0.106054630060675,-1.48245214164576,https://salsa.debian.org/pkgutopia-team/appstream-generator, https://github.com/ximion/appstream-generator,2846.9885185185185,14,5,0,14,47,0,0
+apriltag,-1.11792448520614,1.09172581797555,-1.60478369927801,https://salsa.debian.org/science-team/apriltag, https://github.com/AprilRobotics/apriltag.git,1884.0502083333333,21,28,0,42,0,0,0
+aprsdigi,0.178115776781859,2.74040042620765,-0.734339569554546,https://salsa.debian.org/debian-hamradio-team/aprsdigi, https://github.com/n2ygk/aprsdigi.git,5178.246157407408,2,9,0,4,7,0,0
+aprx,-0.270432687731495,2.12334679437291,-0.928014463668959,https://salsa.debian.org/debian-hamradio-team/aprx, https://github.com/PhirePhly/aprx,4964.077986111111,6,4,1,7,43,0,0
+apt-forktracer,0.0547352043403831,1.11225907504004,-0.240127558405969,https://github.com/porridge/apt-forktracer,https://github.com/porridge/apt-forktracer,5457.924699074074,1,3,0,2,1,0,0
+apt-offline,0.768191027819902,1.80772812578453,0.14873991524389,https://github.com/rickysarraf/apt-offline,https://github.com/rickysarraf/apt-offline,5588.93,4,18,3,12,62,0,2
+apt-venv,0.598527814932702,4.8192892934729,-0.729186428346901,https://salsa.debian.org/debian/apt-venv, https://github.com/LeoIannacone/apt-venv,1672.1250694444445,0,3,0,1,7,0,0
+aptitude-robot,0.0330441367843519,2.69876434953211,-0.675886625136312,https://github.com/elmar/aptitude-robot,https://github.com/elmar/aptitude-robot,3822.3247685185183,3,7,1,6,9,0,0
+apulse-debian,-0.17717245694643,1.29973697966089,-0.457689776114603,https://github.com/exaexa/apulse-debian,https://github.com/exaexa/apulse-debian,2693.7106712962964,2,11,0,9,2,0,0
+apvlv,0.802618607627995,2.49129268373325,-0.0110446925998544,https://salsa.debian.org/debian/apvlv, https://github.com/naihe2010/apvlv,4571.194467592592,1,28,0,18,92,0,0
+arachne-pnr,-0.239398811946727,0.905582303267077,-0.512849948602523,https://salsa.debian.org/science-team/arachne-pnr, https://github.com/cseed/arachne-pnr.git,1523.5826388888888,1,29,0,24,90,0,0
+ArbiterJS,-0.937225020502237,1.30941715563241,-1.36792845588423,https://salsa.debian.org/js-team/arbiterjs, https://github.com/ArbiterJS/ArbiterJS,777.6784722222222,0,1,0,0,0,0,0
+arc,1.00343051924479,2.95692526003554,0.170462970292605,https://git.hadrons.org/cgit/debian/pkgs/arc.git, https://github.com/ani6al/arc,0.10119212962962963,1,1,0,1,0,0,0
+arc-theme,0.0557512099432434,0.947010638316818,-0.178866228103829,https://github.com/UbuntuBudgie/arc-theme/tree/debian,https://github.com/UbuntuBudgie/arc-theme,2773.5425578703703,36,30,0,2,2,0,0
+arch-test,0.0607618911495027,0.902121307048674,-0.111650473265456,https://github.com/kilobyte/arch-test/tree/debian,https://github.com/kilobyte/arch-test,2721.0558912037036,2,7,0,6,10,0,0
+archmage,-0.576675011074068,-0.303765149491576,-0.66643977901654,https://salsa.debian.org/python-team/packages/archmage, https://github.com/dottedmag/archmage,4875.184641203704,1,4,0,3,0,0,0
+arcp-py,-5.04003096550869,-2.68378015115337,-5.48022562431772,https://salsa.debian.org/python-team/packages/arcp, https://github.com/stain/arcp-py.git,744.5613194444444,0,3,0,2,4,0,0
+ardentryst,1.6336595560978,4.79019636159861,0.411496119890012,https://salsa.debian.org/games-team/ardentryst, https://github.com/ardentryst/ardentryst,3087.714386574074,4,6,0,6,7,0,0
+arename,-0.775437519802333,0.964651401264811,-1.13021327762464,https://salsa.debian.org/perl-team/modules/packages/arename, https://github.com/ft/arename.git,5509.574097222222,2,1,0,3,3,0,0
+aif,-0.0994853604563674,0.238247100664681,-0.28857380307344,https://salsa.debian.org/pkg-security-team/arno-iptables-firewall, https://github.com/arno-iptables-firewall/aif.git,5173.18931712963,1,13,0,3,50,0,0
+arp-scan,0.797385402380103,2.15787074804071,0.191351546468569,https://salsa.debian.org/pkg-security-team/arp-scan, https://github.com/royhills/arp-scan,5689.268958333333,1,16,0,11,61,0,1
+asymptote,0.239690066392947,0.586126158419268,0.0399132445427328,https://github.com/debian-tex/asymptote,https://github.com/debian-tex/asymptote,4223.6715162037035,6,28,0,5,4,0,0
+aranym800-debian,0.243826287478213,1.41118489077422,-0.322307451233891,https://github.com/bobek/aranym800-debian,https://github.com/bobek/aranym800-debian,4083.298877314815,1,3,0,2,2,0,0
+atig,-1.86484932436433,0.279641993042784,-2.4212366268619,https://salsa.debian.org/ruby-team/atig, https://github.com/atig/atig,4572.51880787037,2,14,1,10,17,0,0
+atlas-cpp,0.0341726982762952,1.17604381513103,-0.472138155533536,https://salsa.debian.org/games-team/atlas-cpp, https://github.com/worldforge/atlas-cpp,5588.922164351852,1,7,0,7,9,0,0
+audacious-plugins,1.72247171834969,2.52845544067147,1.16381708545179,https://salsa.debian.org/multimedia-team/audacious-plugins, https://github.com/audacious-media-player/audacious-plugins,5769.387013888889,19,100,0,83,0,0,0
--- a/013124_te_rows.csv
+++ b/013124_te_rows.csv
@ -0,0 +1,56 @@
+project_name,underproduction_mean,underproduction_low,underproduction_high,debian_vcs_link,upstream_vcs_link,age_of_project,contributors,collaborators,milestone_count
+acorn,-0.352098731788059,0.208180313755519,-0.59790049944258,https://salsa.debian.org/js-team/acorn, https://github.com/ternjs/acorn.git,4089.973773148148,125,21,0
+activemq,-0.707743978986649,-0.252194710986131,-0.929017813983153,https://salsa.debian.org/java-team/activemq, https://github.com/apache/activemq,5739.122835648148,56,141,2
+adplay-unix,0.14041092701626,2.02773259237225,-0.717911290820715,https://salsa.debian.org/debian/adplay, https://github.com/adplug/adplay-unix,4930.808912037037,1,9,0
+afew,-0.174094467011175,3.09143638082015,-1.08293165491561,https://salsa.debian.org/python-team/packages/afew, https://github.com/afewmail/afew,4444.563113425926,14,62,1
+AFLplusplus,-0.686637531101834,2.56987917132519,-1.47664664720389,https://salsa.debian.org/pkg-security-team/aflplusplus, https://github.com/AFLplusplus/AFLplusplus.git,1658.7534375,94,190,0
+aggdraw,-1.07382835714099,1.08967225466761,-1.53119433014289,https://salsa.debian.org/debian-gis-team/aggdraw, https://github.com/pytroll/aggdraw,4403.477824074074,4,15,2
+aha,-0.0329000286867077,2.2809487303377,-0.533748136594285,https://salsa.debian.org/debian/aha, https://github.com/theZiz/aha.git,3422.3746180555554,1,26,0
+aiodns,0.165682622787304,1.9021756707542,-0.278362239529697,https://salsa.debian.org/python-team/packages/aiodns, https://github.com/saghul/aiodns.git,3490.347627314815,13,17,0
+aiohttp-cors,-0.759657857710075,2.14980240243621,-1.64646549520465,https://salsa.debian.org/python-team/packages/aiohttp-cors, https://github.com/aio-libs/aiohttp-cors.git,2984.285,8,13,0
+aiohttp-jinja2,-0.775325443746932,2.26778246640382,-1.61544814699553,https://salsa.debian.org/python-team/packages/aiohttp-jinja2, https://github.com/aio-libs/aiohttp-jinja2,3277.172395833333,24,22,0
+aiomysql,-3.20037947133328,-0.702679209227465,-3.73565617907158,https://salsa.debian.org/python-team/packages/aiomysql, https://github.com/aio-libs/aiomysql.git,5227.991076388889,36,80,0
+aioprocessing,-1.81061727232512,-0.403150642885575,-2.07004751938444,https://github.com/davesteele/aioprocessing,https://github.com/davesteele/aioprocessing,3054.801087962963,3,13,0
+aircrack-ng,0.480045815485384,1.04445438725549,0.147529113264687,https://salsa.debian.org/pkg-security-team/aircrack-ng, https://github.com/aircrack-ng/aircrack-ng,5761.920949074074,27,56,7
+airspyone_host,0.135032826004998,1.76380044815631,-0.226663426706937,https://salsa.debian.org/bottoms/pkg-airspy-host, https://github.com/airspy/airspyone_host.git,3592.9147685185185,9,15,0
+airspyhf,0.427779244708739,3.1863173208831,-0.243105119199454,https://salsa.debian.org/debian-hamradio-team/airspyhf, https://github.com/airspy/airspyhf.git,2334.5221527777776,3,13,0
+aiscm,-2.12660277467281,-0.902299849194399,-2.44827575241459,https://github.com/wedesoft/aiscm,https://github.com/wedesoft/aiscm,3606.191886574074,0,8,0
+alabaster,1.58400342307142,5.01808713483245,0.375411668055358,https://github.com/jbouse-debian/alabaster,https://github.com/jbouse-debian/alabaster,3086.3917592592593,1,6,0
+allegro5,0.294859965702309,1.65499872530344,-0.109902071380022,https://salsa.debian.org/games-team/allegro4.4, https://github.com/liballeg/allegro5.git,5772.815868055555,110,47,0
+allegro5,-0.476268621868809,-0.215392434276398,-0.53112698022826,https://salsa.debian.org/games-team/allegro5, https://github.com/liballeg/allegro5.git,5772.815868055555,110,47,0
+alot,-0.254426542394691,0.85334659710014,-0.728919512687038,https://salsa.debian.org/python-team/packages/alot, https://github.com/pazz/alot,4591.024155092593,49,67,1
+alt-ergo,-0.166253453986638,1.62066982590669,-0.694522712891391,https://salsa.debian.org/ocaml-team/alt-ergo, https://github.com/OCamlPro/alt-ergo.git,2224.8810300925925,19,33,0
+amazon-ecr-credential-helper,-1.29350179960878,1.33757148943728,-1.88556025790644,https://github.com/awslabs/amazon-ecr-credential-helper/tree/debian,https://github.com/awslabs/amazon-ecr-credential-helper,2759.7970717592593,31,49,1
+amsynth,0.330636481205025,1.22096174668993,-0.126935944721445,https://salsa.debian.org/multimedia-team/amsynth, https://github.com/nixxcode/amsynth.git ,5332.927199074074,11,24,0
+androguard,0.241297069832582,1.96964623712295,-0.413614131846716,https://salsa.debian.org/python-team/packages/androguard, https://github.com/androguard/androguard,4421.14162037037,25,102,1
+angband,0.524012737304748,1.197044025941,0.093897414172582,https://salsa.debian.org/games-team/angband, https://github.com/angband/angband,5784.383275462963,62,97,7
+anki,0.648813290868109,1.2727622274722,0.245122798363572,https://salsa.debian.org/debian/anki, https://github.com/ankitects/anki.git,5553.596643518518,128,181,0
+ansible-lint,0.211320028568518,2.3970134544815,-0.419254984826276,https://salsa.debian.org/python-team/packages/ansible-lint, https://github.com/ansible/ansible-lint,3772.125497685185,239,77,4
+antpm,-0.425797777129549,1.24994179184445,-0.909726437737696,https://salsa.debian.org/debian/antpm, https://github.com/ralovich/antpm,5246.650289351852,2,16,0
+anypaper,-0.836678133184714,1.82939574661697,-1.52533132104935,https://github.com/mogaal/anypaper,https://github.com/mogaal/anypaper,358.82306712962964,0,1,0
+aoeui,-1.57537450782922,-0.101833059663743,-2.0145689051822,https://salsa.debian.org/debian/aoeui, https://github.com/pklausler/aoeui.git,0.03113425925925926,0,4,0
+curator,-2.76256754680773,-0.553082695624425,-3.29333100214989,https://salsa.debian.org/java-team/apache-curator, https://github.com/apache/curator.git,4523.4816435185185,47,128,0
+apachetop,-0.143396865464015,0.138479110564189,-0.243618701858805,https://salsa.debian.org/debian/apachetop, https://github.com/tessus/apachetop.git,4171.428784722222,1,5,0
+apbs,0.403944516342388,1.99609575996666,-0.160703720989548,https://salsa.debian.org/debichem-team/apbs, https://github.com/Electrostatics/apbs,3265.3524074074076,3,44,0
+apel,-0.169991167552123,0.0467119456793215,-0.250388459902794,https://salsa.debian.org/debian/apel, https://github.com/wanderlust/apel,5064.915416666667,2,8,0
+apgdiff,-0.535922125727779,1.15818063763013,-0.998404532675352,https://salsa.debian.org/postgresql/apgdiff, https://github.com/fordfrog/apgdiff,4911.740439814815,14,33,0
+apipkg,0.184852309301291,2.33864121667993,-0.297646362982771,https://salsa.debian.org/python-team/packages/apipkg, https://github.com/pytest-dev/apipkg,4796.353657407408,4,14,0
+smali,-0.142364710819105,0.484434745991675,-0.329878944003666,https://salsa.debian.org/android-tools-team/apktool, https://github.com/JesusFreke/smali,4709.844421296296,28,24,0
+aplpy,-0.0173305787238414,1.63947414572158,-0.5266587064989,https://salsa.debian.org/debian-astro-team/aplpy, https://github.com/aplpy/aplpy.git,4761.81462962963,3,44,0
+appstream-glib,0.306547939627559,0.950415332480095,0.0390455586714944,https://salsa.debian.org/pkgutopia-team/appstream-glib, https://github.com/hughsie/appstream-glib,3530.064537037037,77,29,0
+aptly,-0.155286769639579,0.754982118024199,-0.460629588851527,https://salsa.debian.org/debian/aptly, https://github.com/aptly-dev/aptly.git,3570.9031944444446,53,62,0
+phc-winner-argon2,0.743835667031226,2.53001733258646,0.120353018604403,https://salsa.debian.org/pkg-security-team/argon2, https://github.com/P-H-C/phc-winner-argon2,2090.997083333333,21,70,0
+ariba,-0.724970866684118,0.74972388381556,-1.17899230516215,https://salsa.debian.org/med-team/ariba, https://github.com/sanger-pathogens/ariba,3026.196354166667,10,22,0
+arpack-ng,0.383731858572043,0.90281659714996,0.109037111073968,https://salsa.debian.org/science-team/arpack, https://github.com/opencollab/arpack-ng.git,4374.647488425926,45,30,0
+arping,0.530645087037964,1.29700118051615,0.131538230952086,https://salsa.debian.org/debian/arping, https://github.com/ThomasHabets/arping,5640.3308564814815,6,8,1
+asn1crypto,0.974072984185648,4.18530240052276,0.0865816737110871,https://salsa.debian.org/python-team/packages/asn1crypto, https://github.com/wbond/asn1crypto.git,3074.7355092592593,14,27,0
+assess,-1.40003217092266,1.13321839319326,-2.02785078876853,https://salsa.debian.org/emacsen-team/assess-el, https://github.com/phillord/assess.git,2948.009340277778,0,8,0
+assimp,-0.0454824315267131,0.301977938062067,-0.176789060340407,https://salsa.debian.org/debian/assimp, https://github.com/assimp/assimp,5697.897766203704,208,641,2
+astLib,-0.495336351891529,0.608015445387811,-0.672906049388893,https://salsa.debian.org/debian-astro-team/astlib, https://github.com/mattyowl/astLib.git,2666.6349305555555,0,4,0
+astroid,0.265112984711874,1.4509353814692,-0.113106392786231,https://salsa.debian.org/python-team/packages/astroid, https://github.com/PyCQA/astroid,5779.930196759259,144,70,4
+astromenace,-0.408368489260551,0.580436103347323,-0.617588634321928,https://salsa.debian.org/games-team/astromenace, https://github.com/viewizard/astromenace.git,5567.492789351852,5,4,0
+astroplan,-0.440117647380012,0.368099355405067,-0.618300929779659,https://salsa.debian.org/debian-astro-team/astroplan, https://github.com/astropy/astroplan.git,3067.3247685185183,16,34,0
+astropy-healpix,-0.49444740252525,0.228063170215548,-0.722061408568394,https://salsa.debian.org/debian-astro-team/astropy-healpix, https://github.com/astropy/astropy-healpix,2653.9758333333334,3,14,5
+astropy-helpers,-0.997222938071242,1.14425473482467,-1.4302281515244,https://salsa.debian.org/debian-astro-team/astropy-helpers, https://github.com/astropy/astropy-helpers,3097.3243981481482,6,36,3
+astroquery,-0.565473413355733,-0.391755870957598,-0.607108416026627,https://salsa.debian.org/debian-astro-team/astroquery, https://github.com/astropy/astroquery.git,4368.872638888889,63,141,0
+atril,0.520773237862205,1.2869272542963,0.152212133447902,https://salsa.debian.org/debian-mate-team/atril, https://github.com/mate-desktop/atril.git,4392.879976851852,62,42,0
--- a/a_013124_octo_data.csv
+++ b/a_013124_octo_data.csv
@ -0,0 +1,40 @@
+project_name,underproduction_mean,underproduction_low,underproduction_high,debian_vcs_link,upstream_vcs_link,age_of_project,contributors,collaborators,milestone_count,api_contrib_count,issue_contrib_count,file_contrib_count,wiki_contrib_count
+0xFFFF,-0.510168673014387,1.45279943111322,-1.00117086618243,https://salsa.debian.org/debian/0xffff, https://github.com/pali/0xFFFF,5557.842777777778,3,11,0,6,9,0,0
+3270font,0.795626592579791,4.35746269027599,-0.214217071018684,https://github.com/kilobyte/3270font/tree/debian,https://github.com/kilobyte/3270font,3596.6082060185186,6,15,0,9,3,0,0
+4pane-debian-dir,-0.242627942451996,2.29989480702703,-0.819422099435506,https://github.com/dghart/4pane-debian-dir/tree/master/,https://github.com/dghart/4pane-debian-dir,2236.685972222222,0,2,0,1,2,0,0
+4ti2,0.476440833737227,3.0285400273249,-0.219194365566797,https://salsa.debian.org/math-team/4ti2, https://github.com/4ti2/4ti2.git,5656.560381944444,3,11,0,6,18,0,0
+6tunnel,-0.563131581951037,0.346490727983096,-0.839859948356692,https://salsa.debian.org/debian/6tunnel, https://github.com/wojtekka/6tunnel,2673.0241203703704,1,7,0,5,18,0,1
+7kaa,0.873343914137606,3.76518932259787,-0.0927531105574549,https://salsa.debian.org/games-team/7kaa, https://github.com/the3dfxdude/7kaa,5126.709664351852,24,23,0,27,66,0,0
+a2jmidid,0.359466917341911,1.94843440395128,-0.156227733435732,https://salsa.debian.org/multimedia-team/a2jmidid, https://github.com/linuxaudio/a2jmidid.git,4551.794791666666,8,8,0,12,23,0,0
+abGate,0.170683343407432,2.31288851659804,-0.444716742427934,https://salsa.debian.org/multimedia-team/abgate, https://github.com/antanasbruzas/abGate.git,1677.578622685185,2,8,0,4,5,0,0
+link,0.24190624984189,3.45214605429943,-0.714154937378648,https://salsa.debian.org/multimedia-team/ableton-link, https://github.com/Ableton/link.git,2835.8410648148147,20,10,0,19,81,0,0
+acme-tiny,-0.0997740414324175,0.698285251666775,-0.357256083455663,https://salsa.debian.org/letsencrypt-team/acme-tiny, https://github.com/diafygi/acme-tiny.git,2161.2252314814814,7,34,0,36,354,0,0
+acmetool,0.621943486643402,2.68754503210466,-0.233690566178644,https://salsa.debian.org/go-team/packages/acmetool, https://github.com/hlandau/acmetool,2727.716875,7,20,1,21,258,0,5
+acpi_call,0.105692079347462,1.31966601416273,-0.230983048552108,https://salsa.debian.org/moonsweep/acpi-call, https://github.com/nix-community/acpi_call.git,4711.2498958333335,14,26,0,29,24,0,0
+acpica,0.704078223289118,1.4328185991839,0.250194214510807,https://salsa.debian.org/debian/acpica-unix, https://github.com/acpica/acpica,5757.107615740741,43,108,0,105,57,0,0
+actiona,0.268592127615787,2.38984495856638,-0.565826782279516,https://salsa.debian.org/debian/actiona, https://github.com/Jmgr/actiona,4932.320543981482,3,17,0,3,93,0,0
+adapta-kde,-0.0885623802323334,2.08899063570217,-0.531363678282838,https://salsa.debian.org/debian/adapta-kde, https://github.com/PapirusDevelopmentTeam/adapta-kde.git,636.9053819444445,2,5,0,3,0,0,0
+admesh,0.126087687547782,1.81004815315567,-0.381631878995558,https://salsa.debian.org/science-team/admesh, https://github.com/admesh/admesh,3319.1463078703705,15,9,1,20,42,0,0
+ADMS,-0.674637302613584,2.08369083985849,-1.26384529492003,https://salsa.debian.org/science-team/adms, https://github.com/Qucs/ADMS.git,3397.3394444444443,6,10,0,12,44,0,3
+ADOL-C,-0.218347665039878,0.298998807070195,-0.420097301634624,https://salsa.debian.org/science-team/adolc, https://github.com/coin-or/ADOL-C,5292.595347222222,11,44,0,11,43,0,2
+taplib,-0.160732025116376,2.2507776055854,-0.654429732393435,https://salsa.debian.org/debian-astro-team/adql, https://github.com/gmantele/taplib.git,3533.9449074074073,2,12,0,7,26,0,0
+adwaita-qt,0.20520102503331,2.35604851930854,-0.287329460126735,https://salsa.debian.org/debian/adwaita-qt, https://github.com/FedoraQt/adwaita-qt.git,3324.8509953703706,3,11,0,9,135,0,0
+aeskulap,-0.00799468636720424,0.736060248382803,-0.280025211041137,https://salsa.debian.org/med-team/aeskulap, https://github.com/pipelka/aeskulap.git,0.12170138888888889,0,2,0,2,3,0,0
+AFFLIBv3,0.485538307170435,1.29662314566269,0.0866885422979764,https://salsa.debian.org/pkg-security-team/afflib, https://github.com/sshock/AFFLIBv3,3923.2419675925926,1,18,0,14,23,0,0
+afio,0.747197510388286,2.0817065145595,0.0678453147004074,https://salsa.debian.org/debian/afio, https://github.com/kholtman/afio,3009.1574652777776,0,6,0,4,8,0,0
+AFLplusplus,-0.686637531101834,2.56987917132519,-1.47664664720389,https://salsa.debian.org/pkg-security-team/aflplusplus, https://github.com/AFLplusplus/AFLplusplus.git,1658.7534375,94,190,0,201,0,0,0
+aggdraw,-1.07382835714099,1.08967225466761,-1.53119433014289,https://salsa.debian.org/debian-gis-team/aggdraw, https://github.com/pytroll/aggdraw,4403.477824074074,4,15,2,15,48,0,0
+aha,-0.0329000286867077,2.2809487303377,-0.533748136594285,https://salsa.debian.org/debian/aha, https://github.com/theZiz/aha.git,3422.3746180555554,1,26,0,18,0,0,1
+aioprocessing,-1.81061727232512,-0.403150642885575,-2.07004751938444,https://github.com/davesteele/aioprocessing,https://github.com/davesteele/aioprocessing,3054.801087962963,3,13,0,8,1,0,0
+aiscm,-2.12660277467281,-0.902299849194399,-2.44827575241459,https://github.com/wedesoft/aiscm,https://github.com/wedesoft/aiscm,3606.191886574074,0,8,0,3,7,0,0
+alabaster,1.58400342307142,5.01808713483245,0.375411668055358,https://github.com/jbouse-debian/alabaster,https://github.com/jbouse-debian/alabaster,3086.3917592592593,1,6,0,4,4,0,0
+amavisd-milter,0.615386064993919,3.58791746330739,-0.470593396980749,https://salsa.debian.org/debian/amavisd-milter, https://github.com/prehor/amavisd-milter,5582.9392824074075,1,5,0,3,7,0,0
+amora,-0.638598553710922,1.53381287298563,-1.33733542687029,https://github.com/amora/amora/tree/master/amora-server,https://github.com/amora/amora,4404.234166666667,0,11,0,6,5,0,0
+amule,0.483943008568694,0.687632642276388,0.323873644784891,https://salsa.debian.org/debian/amule, https://github.com/amule-project/amule.git,5047.608055555555,11,25,0,16,46,0,0
+amule-emc,-0.35842492549173,1.85783039290765,-0.805888050424067,https://salsa.debian.org/morph/amule-emc, https://github.com/palopezv/amule-emc,2735.137662037037,0,2,0,0,1,0,0
+analog-ce,0.310010033709121,0.630895138146135,0.112953472819103,https://salsa.debian.org/debian/analog, https://github.com/c-amie/analog-ce.git,798.2990509259259,2,1,0,1,4,0,0
+anfo,-0.516434387853255,1.11412287457208,-0.885801240207339,https://salsa.debian.org/med-team/anfo, https://github.com/udo-stenzel/anfo,2083.7738310185186,0,5,0,1,1,0,1
+anomaly,-2.69792324322731,-0.929443293100317,-3.01576616380581,https://github.com/mogaal/anomaly,https://github.com/mogaal/anomaly,224.81612268518518,0,2,0,1,2,0,0
+anosql,-1.75319624841393,0.617887353067759,-2.32130372860723,https://salsa.debian.org/python-team/packages/anosql, https://github.com/honza/anosql,2207.993252314815,1,18,0,12,24,0,0
+ansible-lint,0.211320028568518,2.3970134544815,-0.419254984826276,https://salsa.debian.org/python-team/packages/ansible-lint, https://github.com/ansible/ansible-lint,3772.125497685185,239,77,4,263,0,0,0
+antpm,-0.425797777129549,1.24994179184445,-0.909726437737696,https://salsa.debian.org/debian/antpm, https://github.com/ralovich/antpm,5246.650289351852,2,16,0,6,4,0,0
--- a/a_013124_te_rows.csv
+++ b/a_013124_te_rows.csv
@ -0,0 +1,66 @@
+project_name,underproduction_mean,underproduction_low,underproduction_high,debian_vcs_link,upstream_vcs_link,age_of_project,contributors,collaborators,milestone_count
+acorn,-0.352098731788059,0.208180313755519,-0.59790049944258,https://salsa.debian.org/js-team/acorn, https://github.com/ternjs/acorn.git,4089.973773148148,125,21,0
+activemq,-0.707743978986649,-0.252194710986131,-0.929017813983153,https://salsa.debian.org/java-team/activemq, https://github.com/apache/activemq,5739.122835648148,56,141,2
+adplay-unix,0.14041092701626,2.02773259237225,-0.717911290820715,https://salsa.debian.org/debian/adplay, https://github.com/adplug/adplay-unix,4930.808912037037,1,9,0
+afew,-0.174094467011175,3.09143638082015,-1.08293165491561,https://salsa.debian.org/python-team/packages/afew, https://github.com/afewmail/afew,4444.563113425926,14,62,1
+aiodns,0.165682622787304,1.9021756707542,-0.278362239529697,https://salsa.debian.org/python-team/packages/aiodns, https://github.com/saghul/aiodns.git,3490.347627314815,13,17,0
+aiohttp-cors,-0.759657857710075,2.14980240243621,-1.64646549520465,https://salsa.debian.org/python-team/packages/aiohttp-cors, https://github.com/aio-libs/aiohttp-cors.git,2984.285,8,13,0
+aiohttp-jinja2,-0.775325443746932,2.26778246640382,-1.61544814699553,https://salsa.debian.org/python-team/packages/aiohttp-jinja2, https://github.com/aio-libs/aiohttp-jinja2,3277.172395833333,24,22,0
+aiomysql,-3.20037947133328,-0.702679209227465,-3.73565617907158,https://salsa.debian.org/python-team/packages/aiomysql, https://github.com/aio-libs/aiomysql.git,5227.991076388889,36,80,0
+aircrack-ng,0.480045815485384,1.04445438725549,0.147529113264687,https://salsa.debian.org/pkg-security-team/aircrack-ng, https://github.com/aircrack-ng/aircrack-ng,5761.920949074074,27,56,7
+airspyone_host,0.135032826004998,1.76380044815631,-0.226663426706937,https://salsa.debian.org/bottoms/pkg-airspy-host, https://github.com/airspy/airspyone_host.git,3592.9147685185185,9,15,0
+airspyhf,0.427779244708739,3.1863173208831,-0.243105119199454,https://salsa.debian.org/debian-hamradio-team/airspyhf, https://github.com/airspy/airspyhf.git,2334.5221527777776,3,13,0
+allegro5,0.294859965702309,1.65499872530344,-0.109902071380022,https://salsa.debian.org/games-team/allegro4.4, https://github.com/liballeg/allegro5.git,5772.815868055555,110,47,0
+allegro5,-0.476268621868809,-0.215392434276398,-0.53112698022826,https://salsa.debian.org/games-team/allegro5, https://github.com/liballeg/allegro5.git,5772.815868055555,110,47,0
+alot,-0.254426542394691,0.85334659710014,-0.728919512687038,https://salsa.debian.org/python-team/packages/alot, https://github.com/pazz/alot,4591.024155092593,49,67,1
+alt-ergo,-0.166253453986638,1.62066982590669,-0.694522712891391,https://salsa.debian.org/ocaml-team/alt-ergo, https://github.com/OCamlPro/alt-ergo.git,2224.8810300925925,19,33,0
+amazon-ecr-credential-helper,-1.29350179960878,1.33757148943728,-1.88556025790644,https://github.com/awslabs/amazon-ecr-credential-helper/tree/debian,https://github.com/awslabs/amazon-ecr-credential-helper,2759.7970717592593,31,49,1
+amsynth,0.330636481205025,1.22096174668993,-0.126935944721445,https://salsa.debian.org/multimedia-team/amsynth, https://github.com/nixxcode/amsynth.git ,5332.927199074074,11,24,0
+androguard,0.241297069832582,1.96964623712295,-0.413614131846716,https://salsa.debian.org/python-team/packages/androguard, https://github.com/androguard/androguard,4421.14162037037,25,102,1
+angband,0.524012737304748,1.197044025941,0.093897414172582,https://salsa.debian.org/games-team/angband, https://github.com/angband/angband,5784.383275462963,62,97,7
+anki,0.648813290868109,1.2727622274722,0.245122798363572,https://salsa.debian.org/debian/anki, https://github.com/ankitects/anki.git,5553.596643518518,128,181,0
+anypaper,-0.836678133184714,1.82939574661697,-1.52533132104935,https://github.com/mogaal/anypaper,https://github.com/mogaal/anypaper,358.82306712962964,0,1,0
+aoeui,-1.57537450782922,-0.101833059663743,-2.0145689051822,https://salsa.debian.org/debian/aoeui, https://github.com/pklausler/aoeui.git,0.03113425925925926,0,4,0
+curator,-2.76256754680773,-0.553082695624425,-3.29333100214989,https://salsa.debian.org/java-team/apache-curator, https://github.com/apache/curator.git,4523.4816435185185,47,128,0
+apachetop,-0.143396865464015,0.138479110564189,-0.243618701858805,https://salsa.debian.org/debian/apachetop, https://github.com/tessus/apachetop.git,4171.428784722222,1,5,0
+apbs,0.403944516342388,1.99609575996666,-0.160703720989548,https://salsa.debian.org/debichem-team/apbs, https://github.com/Electrostatics/apbs,3265.3524074074076,3,44,0
+apel,-0.169991167552123,0.0467119456793215,-0.250388459902794,https://salsa.debian.org/debian/apel, https://github.com/wanderlust/apel,5064.915416666667,2,8,0
+apgdiff,-0.535922125727779,1.15818063763013,-0.998404532675352,https://salsa.debian.org/postgresql/apgdiff, https://github.com/fordfrog/apgdiff,4911.740439814815,14,33,0
+apipkg,0.184852309301291,2.33864121667993,-0.297646362982771,https://salsa.debian.org/python-team/packages/apipkg, https://github.com/pytest-dev/apipkg,4796.353657407408,4,14,0
+smali,-0.142364710819105,0.484434745991675,-0.329878944003666,https://salsa.debian.org/android-tools-team/apktool, https://github.com/JesusFreke/smali,4709.844421296296,28,24,0
+aplpy,-0.0173305787238414,1.63947414572158,-0.5266587064989,https://salsa.debian.org/debian-astro-team/aplpy, https://github.com/aplpy/aplpy.git,4761.81462962963,3,44,0
+appdirs,0.345827763928743,1.95777273592346,-0.1122252660673,https://salsa.debian.org/python-team/packages/appdirs, https://github.com/ActiveState/appdirs.git,4580.797060185185,5,36,0
+appstream-generator,-1.13327130705794,-0.106054630060675,-1.48245214164576,https://salsa.debian.org/pkgutopia-team/appstream-generator, https://github.com/ximion/appstream-generator,2846.9885185185185,14,5,0
+appstream-glib,0.306547939627559,0.950415332480095,0.0390455586714944,https://salsa.debian.org/pkgutopia-team/appstream-glib, https://github.com/hughsie/appstream-glib,3530.064537037037,77,29,0
+apriltag,-1.11792448520614,1.09172581797555,-1.60478369927801,https://salsa.debian.org/science-team/apriltag, https://github.com/AprilRobotics/apriltag.git,1884.0502083333333,21,28,0
+aprsdigi,0.178115776781859,2.74040042620765,-0.734339569554546,https://salsa.debian.org/debian-hamradio-team/aprsdigi, https://github.com/n2ygk/aprsdigi.git,5178.246157407408,2,9,0
+aprx,-0.270432687731495,2.12334679437291,-0.928014463668959,https://salsa.debian.org/debian-hamradio-team/aprx, https://github.com/PhirePhly/aprx,4964.077986111111,6,4,1
+apt-forktracer,0.0547352043403831,1.11225907504004,-0.240127558405969,https://github.com/porridge/apt-forktracer,https://github.com/porridge/apt-forktracer,5457.924699074074,1,3,0
+apt-offline,0.768191027819902,1.80772812578453,0.14873991524389,https://github.com/rickysarraf/apt-offline,https://github.com/rickysarraf/apt-offline,5588.93,4,18,3
+apt-venv,0.598527814932702,4.8192892934729,-0.729186428346901,https://salsa.debian.org/debian/apt-venv, https://github.com/LeoIannacone/apt-venv,1672.1250694444445,0,3,0
+aptitude-robot,0.0330441367843519,2.69876434953211,-0.675886625136312,https://github.com/elmar/aptitude-robot,https://github.com/elmar/aptitude-robot,3822.3247685185183,3,7,1
+aptly,-0.155286769639579,0.754982118024199,-0.460629588851527,https://salsa.debian.org/debian/aptly, https://github.com/aptly-dev/aptly.git,3570.9031944444446,53,62,0
+apulse-debian,-0.17717245694643,1.29973697966089,-0.457689776114603,https://github.com/exaexa/apulse-debian,https://github.com/exaexa/apulse-debian,2693.7106712962964,2,11,0
+apvlv,0.802618607627995,2.49129268373325,-0.0110446925998544,https://salsa.debian.org/debian/apvlv, https://github.com/naihe2010/apvlv,4571.194467592592,1,28,0
+arachne-pnr,-0.239398811946727,0.905582303267077,-0.512849948602523,https://salsa.debian.org/science-team/arachne-pnr, https://github.com/cseed/arachne-pnr.git,1523.5826388888888,1,29,0
+ArbiterJS,-0.937225020502237,1.30941715563241,-1.36792845588423,https://salsa.debian.org/js-team/arbiterjs, https://github.com/ArbiterJS/ArbiterJS,777.6784722222222,0,1,0
+arc,1.00343051924479,2.95692526003554,0.170462970292605,https://git.hadrons.org/cgit/debian/pkgs/arc.git, https://github.com/ani6al/arc,0.10119212962962963,1,1,0
+arc-theme,0.0557512099432434,0.947010638316818,-0.178866228103829,https://github.com/UbuntuBudgie/arc-theme/tree/debian,https://github.com/UbuntuBudgie/arc-theme,2773.5425578703703,36,30,0
+arch-test,0.0607618911495027,0.902121307048674,-0.111650473265456,https://github.com/kilobyte/arch-test/tree/debian,https://github.com/kilobyte/arch-test,2721.0558912037036,2,7,0
+archmage,-0.576675011074068,-0.303765149491576,-0.66643977901654,https://salsa.debian.org/python-team/packages/archmage, https://github.com/dottedmag/archmage,4875.184641203704,1,4,0
+arcp-py,-5.04003096550869,-2.68378015115337,-5.48022562431772,https://salsa.debian.org/python-team/packages/arcp, https://github.com/stain/arcp-py.git,744.5613194444444,0,3,0
+ardentryst,1.6336595560978,4.79019636159861,0.411496119890012,https://salsa.debian.org/games-team/ardentryst, https://github.com/ardentryst/ardentryst,3087.714386574074,4,6,0
+arename,-0.775437519802333,0.964651401264811,-1.13021327762464,https://salsa.debian.org/perl-team/modules/packages/arename, https://github.com/ft/arename.git,5509.574097222222,2,1,0
+phc-winner-argon2,0.743835667031226,2.53001733258646,0.120353018604403,https://salsa.debian.org/pkg-security-team/argon2, https://github.com/P-H-C/phc-winner-argon2,2090.997083333333,21,70,0
+ariba,-0.724970866684118,0.74972388381556,-1.17899230516215,https://salsa.debian.org/med-team/ariba, https://github.com/sanger-pathogens/ariba,3026.196354166667,10,22,0
+aif,-0.0994853604563674,0.238247100664681,-0.28857380307344,https://salsa.debian.org/pkg-security-team/arno-iptables-firewall, https://github.com/arno-iptables-firewall/aif.git,5173.18931712963,1,13,0
+arp-scan,0.797385402380103,2.15787074804071,0.191351546468569,https://salsa.debian.org/pkg-security-team/arp-scan, https://github.com/royhills/arp-scan,5689.268958333333,1,16,0
+arpack-ng,0.383731858572043,0.90281659714996,0.109037111073968,https://salsa.debian.org/science-team/arpack, https://github.com/opencollab/arpack-ng.git,4374.647488425926,45,30,0
+arping,0.530645087037964,1.29700118051615,0.131538230952086,https://salsa.debian.org/debian/arping, https://github.com/ThomasHabets/arping,5640.3308564814815,6,8,1
+asn1crypto,0.974072984185648,4.18530240052276,0.0865816737110871,https://salsa.debian.org/python-team/packages/asn1crypto, https://github.com/wbond/asn1crypto.git,3074.7355092592593,14,27,0
+assess,-1.40003217092266,1.13321839319326,-2.02785078876853,https://salsa.debian.org/emacsen-team/assess-el, https://github.com/phillord/assess.git,2948.009340277778,0,8,0
+assimp,-0.0454824315267131,0.301977938062067,-0.176789060340407,https://salsa.debian.org/debian/assimp, https://github.com/assimp/assimp,5697.897766203704,208,641,2
+astLib,-0.495336351891529,0.608015445387811,-0.672906049388893,https://salsa.debian.org/debian-astro-team/astlib, https://github.com/mattyowl/astLib.git,2666.6349305555555,0,4,0
+astroid,0.265112984711874,1.4509353814692,-0.113106392786231,https://salsa.debian.org/python-team/packages/astroid, https://github.com/PyCQA/astroid,5779.930196759259,144,70,4
+astromenace,-0.408368489260551,0.580436103347323,-0.617588634321928,https://salsa.debian.org/games-team/astromenace, https://github.com/viewizard/astromenace.git,5567.492789351852,5,4,0
+astroplan,-0.440117647380012,0.368099355405067,-0.618300929779659,https://salsa.debian.org/debian-astro-team/astroplan, https://github.com/astropy/astroplan.git,3067.3247685185183,16,34,0
--- a/c_013124_octo_data.csv
+++ b/c_013124_octo_data.csv
--- a/c_013124_te_rows.csv
+++ b/c_013124_te_rows.csv
--- a/c_020524_octo_data.csv
+++ b/c_020524_octo_data.csv
--- a/c_020524_te_rows.csv
+++ b/c_020524_te_rows.csv
--- a/c_021824_octo_data.csv
+++ b/c_021824_octo_data.csv
--- a/c_021824_te_rows.csv
+++ b/c_021824_te_rows.csv
--- a/instructions_analysis.py
+++ b/instructions_analysis.py
@ -9,6 +9,7 @@ nltk.download('wordnet')
 def main():
    instructions_dir = "/data/users/mgaughan/kkex_contrib_files_122023/contribute_inst/"
    all_word_counts = []
+    all_word_len = []
    for filename in os.listdir(instructions_dir):
        instructions_metadata = {}
        print(filename)
@ -21,12 +22,17 @@ def main():
                if lemma_word not in lemmatized_words:
                    lemmatized_words.append(lemma_word)
            # pulling whether or not keywords like "Checklist" or "Process" occur?
-            # pulling whether "HOWTO" occurs?
-            unique_word_count = len(lemmatized_words)
+            # pulling whether "HOWTO" occurs
+            unique_word_count = len(word_list)
            if "checklist" in lemmatized_words or "process" in lemmatized_words:
                print('contains keyword')
            print(word_count)
            all_word_counts.append(unique_word_count)
+            doc_word_len = []
+            for word in word_list:
+                doc_word_len.append(len(word))
+            all_word_len.append(sum(doc_word_len)/len(doc_word_len))
+    print(sum(all_word_len)/len(all_word_len))
    print(sum(all_word_counts)/len(all_word_counts))

 def consolidate_csv():
@ -81,4 +87,4 @@ def consolidate_csv_2():


 if __name__ == "__main__":
-    consolidate_csv_2()
+    main()
--- a/non_coding_measures_scrape.py
+++ b/non_coding_measures_scrape.py
@ -10,8 +10,8 @@ import time

 #sys.path.append('../octohatrack')
 #import octohatrack.__main__ as oh
-csv_path = "013024_octo_data.csv"
-csv_013024_path = "013024_te_rows.csv"
+csv_path = "c_021824_octo_data.csv"
+csv_013024_path = "c_021824_te_rows.csv"

 def main():
    wd = os.getcwd()
@ -23,11 +23,11 @@ def main():
            keys = ["project_name","underproduction_mean","underproduction_low","underproduction_high","debian_vcs_link","upstream_vcs_link","age_of_project","contributors","collaborators","milestone_count"]
            dict_writer2 = csv.DictWriter(output_file, keys)
            dict_writer2.writeheader()
-            with open("kk_final_expanded_data_final.csv", "r") as file:
+            with open("c_020524_te_rows.csv", "r") as file:
            #with open("013024_te_rows.csv", "r") as file:
                reader = csv.reader(file)
                for i, line in enumerate(reader):
-                    time.sleep(5)
+                    #time.sleep(45)
                    project_dict ={}
                    if "github" not in line[5]:
                        continue
@ -49,10 +49,9 @@ def main():
                    os.chdir(wd)
                    os.chdir("../octohatrack")
                    ##--- FAILS FOR:
-                    ## - archived GitHub things 
                    ## - not github hosted
                    try:
-                        octohatrack_results = subprocess.run(['python3', '-m', 'octohatrack', repo_name], capture_output = True, text=True, timeout=60).stdout
+                        octohatrack_results = subprocess.run(['python3', '-m', 'octohatrack', repo_name, '--wait-for-reset'], capture_output = True, text=True, timeout=900).stdout
                    except (subprocess.TimeoutExpired, TypeError) as e:
                        dict_writer2.writerow(project_dict)
                        print(e)
@ -73,8 +72,35 @@ def main():
                            #project_dict["wiki_contrib_list"] = formatted['file_contributors']
                    print(project_dict)
                    dict_writer.writerow(project_dict)
-                    with open('/data/users/mgaughan/b_kkex_contrib_uni_013024/' + 'contrib_roster_' + project_dict["project_name"] + '.json', 'w') as data_path:
+                    with open('/data/users/mgaughan/d_kkex_contrib_uni_013124/' + 'contrib_roster_' + project_dict["project_name"] + '.json', 'w') as data_path:
                        json.dump(formatted, data_path)

+def consolidate_rosters():
+    rosters_dir = "/data/users/mgaughan/c_kkex_contrib_uni_013124/"
+    with open("013024_octo_data.csv", 'r') as file:
+        csv_reader = csv.DictReader(file)
+        for row in csv_reader:
+            project_name = row['upstream_vcs_link'].strip()[19:].split("/")[1]
+            if project_name[-4:] == ".git":
+                project_name = project_name[:-4]
+            for filename in os.listdir(rosters_dir):
+                if filename == 'contrib_roster_' + project_name + '.json':
+                    with open(rosters_dir + filename, "r") as file:
+                        d = json.load(file)
+                        api_contrib_count = len(d["api_contributors"])
+                        issue_contrib_count = len(d["issue_pr_contributors"])
+                        file_contrib_count = len(d["file_contributors"])
+                        wiki_contrib_count = len(d["wiki_contributors"])
+                        print(str(api_contrib_count) + " | " + str(issue_contrib_count) + " | " + str(file_contrib_count) + " | " + str(wiki_contrib_count) + " | ")
+                        row["api_contrib_count"] = api_contrib_count
+                        row["issue_contrib_count"] = issue_contrib_count
+                        row["file_contrib_count"] = file_contrib_count
+                        row["wiki_contrib_count"] = wiki_contrib_count
+                    print("match!")
+                    print(filename)
+            print(row)
+
+
+
 if __name__ == "__main__":
    main()
--- a/test.py
+++ b/test.py
@ -0,0 +1,83 @@
+import pexpect 
+import os 
+import json 
+import sys
+import subprocess
+import csv 
+import ast
+import time
+
+
+#sys.path.append('../octohatrack')
+#import octohatrack.__main__ as oh
+csv_path = "e_013124_octo_data.csv"
+csv_013024_path = "e_013124_te_rows.csv"
+
+def main():
+    wd = os.getcwd()
+    with open(csv_path, 'w', newline='') as output_file:
+        keys = ["project_name","underproduction_mean","underproduction_low","underproduction_high","debian_vcs_link","upstream_vcs_link","age_of_project","contributors","collaborators","milestone_count", "api_contrib_count", "issue_contrib_count", "file_contrib_count", "wiki_contrib_count", ]
+        dict_writer = csv.DictWriter(output_file, keys)
+        dict_writer.writeheader()
+        with open(csv_013024_path, 'w', newline='') as output_file:
+            keys = ["project_name","underproduction_mean","underproduction_low","underproduction_high","debian_vcs_link","upstream_vcs_link","age_of_project","contributors","collaborators","milestone_count"]
+            dict_writer2 = csv.DictWriter(output_file, keys)
+            dict_writer2.writeheader()
+            with open("kk_final_expanded_data_final.csv", "r") as file:
+            #with open("013024_te_rows.csv", "r") as file:
+                reader = csv.reader(file)
+                for i, line in enumerate(reader):
+                    time.sleep(5)
+                    project_dict ={}
+                    if "github" not in line[5]:
+                        continue
+                    repo_name = line[5].strip()[19:]
+                    if repo_name[-4:] == ".git":
+                        repo_name = repo_name[:-4]
+                    print(repo_name)
+                    project_dict["project_name"] = repo_name.split("/")[1]
+                    project_dict['underproduction_mean'] = line[1]
+                    project_dict['underproduction_low'] = line[2]
+                    project_dict['underproduction_high'] = line[3]
+                    project_dict['debian_vcs_link'] = line[4]
+                    project_dict['upstream_vcs_link'] = line[5]
+                    project_dict['age_of_project'] = line[6]
+                    project_dict['contributors'] = line[7]
+                    project_dict['collaborators'] = line[8]
+                    project_dict['milestone_count'] = line[9]
+                    #print(project_dict)
+                    os.chdir(wd)
+                    os.chdir("../octohatrack")
+                    ##--- FAILS FOR:
+                    ## - archived GitHub things 
+                    ## - not github hosted
+                    try:
+                        octohatrack_results = subprocess.run(['python3', '-m', 'octohatrack', repo_name, '--wait-for-reset'], capture_output = True, text=True, timeout=60).stdout
+                    except (subprocess.TimeoutExpired, TypeError) as e:
+                        dict_writer2.writerow(project_dict)
+                        print(e)
+                        continue
+                    os.chdir(wd)
+                    split_results = octohatrack_results.split("\n")
+                    #print(split_results)
+                    for entry in split_results:
+                        if "{'api_contributors'" in entry:
+                            formatted = ast.literal_eval(entry)
+                            #print(formatted)
+                            project_dict["api_contrib_count"] = len(formatted['api_contributors'])
+                            #project_dict["api_contrib_list"] = formatted['api_contributors']
+                            project_dict["issue_contrib_count"] = len(formatted['issue_pr_contributors'])
+                            #project_dict["issue_contrib_list"] = formatted['issue_pr_contributors']
+                            project_dict["file_contrib_count"] = len(formatted['file_contributors'])
+                            #project_dict["file_contrib_list"] = formatted['file_contributors']
+                            project_dict["wiki_contrib_count"] = len(formatted['wiki_contributors'])
+                            #project_dict["wiki_contrib_list"] = formatted['file_contributors']
+                    print(project_dict)
+                    dict_writer.writerow(project_dict)
+                    #print(formatted)
+                    with open('/data/users/mgaughan/d_kkex_contrib_uni_013124/' + 'contrib_roster_' + project_dict["project_name"] + '.json', 'w') as data_path:
+                        json.dump(formatted, data_path)
+
+
+if __name__ == "__main__":
+    main()