getting the topic distributions for all documents
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8b887a6af5
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text_analysis/contrib_file_topic_distributions.csv
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453
text_analysis/contrib_file_topic_distributions.csv
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filename,t0,t1,t2,t3
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gvfs.git_CONTRIBUTING.md,0.30668299305197755,0.006853071650585059,0.13235804628623085,0.5541058890112066
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backintime_CONTRIBUTING.md,0.13323330292738628,0.22354689271832578,0.22328942160067422,0.4199303827536137
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txt2html_CONTRIBUTING.md,0.002727559429717105,0.0027485184039442554,0.9918117002936883,0.0027122218726503096
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Leaflet.markercluster_CONTRIBUTING.md,0.16904083459618394,0.16179209972734807,0.6675171688731587,0.0016498968033092638
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nDPI.git_CONTRIBUTING.md,0.19607361725293895,0.0023681183904645724,0.7992007172872666,0.0023575470693297813
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ice-builder-gradle-debian-packaging.git_CONTRIBUTING.md,0.001498883241366378,0.0014848659862892568,0.9955196683560225,0.0014965824163219335
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HTTP-Message.git_CONTRIBUTING.md,0.1362374727531047,0.862054630914237,0.0008651193498659125,0.0008427769827925682
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mysql_fdw.git_CONTRIBUTING.md,0.25,0.25,0.25,0.25
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jimfs.git_CONTRIBUTING.md,0.1913220415828322,0.008065909885951765,0.7922276135969866,0.008384434934229492
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scram.git_CONTRIBUTING.md,0.7573193888672894,0.0024518901572227678,0.23775963185334192,0.002469089122145788
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sshguard.git_CONTRIBUTING.rst,0.7971044612592577,0.001815013713621252,0.19936443018034697,0.001716094846773922
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jupyter_console_CONTRIBUTING.md,0.04239277773140004,0.04291753236393026,0.8721231824202296,0.0425665074844401
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cmatrix.git_CONTRIBUTING.md,0.0008595198262089616,0.04374843734165552,0.9545297780575984,0.0008622647745370907
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tint2_CONTRIBUTING.md,0.05282139372604253,0.05056429747038173,0.05446683170695053,0.8421474770966252
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BTrees.git_CONTRIBUTING.md,0.005320155762289929,0.005162857708946261,0.9843061376500061,0.005210848878757678
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variety.git_CONTRIBUTING.md,0.0583766618304051,0.0011809223505024875,0.20054338126323606,0.7398990345558563
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libosinfo.git_CONTRIBUTING.md,0.9896104094398459,0.003376810247707789,0.0035436152010321184,0.0034691651114142586
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gjs.git_CONTRIBUTING.md,0.00028894976045209343,0.0002792403062279062,0.3189305761700907,0.6805012337632294
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libiio.git_CONTRIBUTING.md,0.2945791102045272,0.0019102200325587931,0.7015592591069928,0.0019514106559211494
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http.rb_CONTRIBUTING.md,0.2668316831569713,0.00467110568138905,0.7237617311691273,0.004735479992512336
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mruby_CONTRIBUTING.md,0.23317574564200533,0.49397478012736196,0.2709486544002541,0.0019008198303785784
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git-lfs.git_CONTRIBUTING.md,0.41504118701288606,0.4541334735636705,0.06660525394993755,0.06422008547350591
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stress_CONTRIBUTING.md,0.002600260940894993,0.002616117825887703,0.9920791384529798,0.0027044827802376317
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lttng-ust.git_CONTRIBUTING.md,0.7647443994002987,0.0008396571163435763,0.23358698965822386,0.0008289538251336476
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UglifyJS2_CONTRIBUTING.md,0.0023058519851186306,0.002329666759924312,0.002207723671370517,0.9931567575835866
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oneTBB.git_CONTRIBUTING.md,0.1859815676401192,0.0011402972976318874,0.8117521350098978,0.001126000052351025
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kubectx_CONTRIBUTING.md,0.0040660837122080155,0.004025983379419368,0.9879030951915388,0.004004837716833654
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aws-cli_CONTRIBUTING.md,0.25662820582502693,0.002985773957854266,0.7374698865999056,0.0029161336172133074
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pundit_CONTRIBUTING.md,0.43938677617195726,0.002938071157781491,0.5546960004087421,0.002979152261519225
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pkix.git_CONTRIBUTING.md,0.17579280505148648,0.0006192502885469849,0.8229530575082261,0.0006348871517404147
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mqtt-packet_CONTRIBUTING.md,0.5087009166089737,0.0031445115543992427,0.485156067319374,0.00299850451725305
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unburden-home-dir_CONTRIBUTING.md,0.006095175529938825,0.0895869792590821,0.8980157917865856,0.006302053424393302
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nopt_CONTRIBUTING.md,0.11322899879745946,0.041961225171372615,0.5559624013913024,0.28884737463986543
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javaparser.git_CONTRIBUTING.md,0.0030005408141927786,0.0029177714622258574,0.9910739966202317,0.0030076911033496447
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rails-html-sanitizer_CONTRIBUTING.md,0.9966036384090626,0.0011193707986495922,0.0011510584680924046,0.0011259323241954
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cloudsql-proxy.git_CONTRIBUTING.md,0.0006826600391285025,0.006887744339101036,0.9917518737699363,0.0006777218518341509
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fast_tls.git_CONTRIBUTING.md,0.17579280505148648,0.0006192502885469849,0.8229530575082261,0.0006348871517404147
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c-blosc_CONTRIBUTING.md,0.3760558829892376,0.08759048352330345,0.5330228914068608,0.003330742080598284
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otb_CONTRIBUTING.md,0.19280130139990662,0.0008676268235970146,0.5086542914806822,0.29767678029581407
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thefuck.git_CONTRIBUTING.md,0.003774453171707444,0.003866389300929739,0.6901246125952524,0.30223454493211044
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lualdap.git_CONTRIBUTING.md,0.029639414989117242,0.9662265427033956,0.002057531436538463,0.0020765108709488098
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vim-airline.git_CONTRIBUTING.md,0.19686344069104517,0.002338834663815098,0.4900102790467921,0.31078744559834764
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guessit.git_CONTRIBUTING.rst,0.07866374721485984,0.004668021601722406,0.9119120484701478,0.004756182713269948
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skiboot.git_CONTRIBUTING.md,0.0014286136282131458,0.0014480502434823517,0.9956731401360527,0.0014501959922518523
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django-ipware_CONTRIBUTING.md,0.3815026266395537,0.21885243045395272,0.38793689903732126,0.011708043869172322
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dune-common_CONTRIBUTING.md,0.6043321438748787,0.0010920202102464173,0.24571165560018135,0.1488641803146936
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arp-scan_CONTRIBUTING.md,0.0037375448485834433,0.0036917533894231663,0.5400757361702905,0.4524949655917029
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rails-dom-testing_CONTRIBUTING.md,0.9966051967521237,0.001115257914682812,0.0011508436968785613,0.001128701636314928
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natsort.git_CONTRIBUTING.md,0.2775928012057286,0.002329085158134199,0.4731333443945604,0.24694476924157674
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supercollider.git_CONTRIBUTING.md,0.4897920255372648,0.0006433279523750256,0.5089035285176025,0.0006611179927577713
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terser_CONTRIBUTING.md,0.0023058519851186306,0.002329666759924312,0.002207723671370517,0.9931567575835866
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abbrev-js_CONTRIBUTING.md,0.04343440579565639,0.04177221108315545,0.8729242938743372,0.04186908924685087
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CPU-X.git_CONTRIBUTING.md,0.0022838978823991334,0.0022531214822400503,0.002343813528364307,0.9931191671069965
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ipython_genutils_CONTRIBUTING.md,0.04239277773140004,0.04291753236393026,0.8721231824202296,0.0425665074844401
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clutter.git_CONTRIBUTING.md,0.2917666617075315,0.6259735389339791,0.0009294892088205094,0.08133031014966872
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ceres-solver.git_CONTRIBUTING.md,0.014311238358764532,0.01360245011308129,0.7415186229579693,0.23056768857018475
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ice-debian-packaging.git_CONTRIBUTING.md,0.001514861922116795,0.001502804588464201,0.9954782918482978,0.0015040416411212872
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osinfo-db-tools.git_CONTRIBUTING.md,0.9896104094398459,0.003376810247707789,0.0035436152010321184,0.0034691651114142586
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fluidsynth.git_CONTRIBUTING.md,0.41858031021200437,0.0032556452993205533,0.5748500047021328,0.00331403978654231
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rr.git_CONTRIBUTING.md,0.6852620609759146,0.0014576950554810745,0.0014318616064768344,0.3118483823621275
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angband_CONTRIBUTING.md,0.0008951807366128733,0.997305922230628,0.0009005881367635373,0.0008983088959957587
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jwm_CONTRIBUTING.md,0.0712152416650765,0.001224829227634557,0.9263458233861634,0.0012141057211255777
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luakit_CONTRIBUTING.md,0.3587238267175264,0.0012600818130811039,0.6387200053560401,0.0012960861133525536
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geoip-api-perl.git_CONTRIBUTING.md,0.14635457514784617,0.6076022948120222,0.24508171923507807,0.0009614108050535297
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tqdm.git_CONTRIBUTING.md,0.9051545789506896,0.08896156382637653,0.0004985979767412208,0.005385259246192554
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flot_CONTRIBUTING.md,0.12486381572952782,0.5819738015198367,0.28988952953150526,0.0032728532191302075
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libosmium.git_CONTRIBUTING.md,0.0006367478002270562,0.607874967542707,0.0006377658959601103,0.3908505187611058
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sizzle.git_CONTRIBUTING.md,0.005113258233755379,0.004923480183395922,0.984876060414764,0.005087201168084726
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python-musicbrainz-ngs_CONTRIBUTING.md,0.9542989720282616,0.015005051812842852,0.015567987304908645,0.015127988853986975
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libidn2_CONTRIBUTING,0.035754859659205815,0.23597605563641444,0.11509268425097458,0.6131764004534052
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htop_CONTRIBUTING.md,0.0019233461102521829,0.0019298198558382583,0.9942335392174152,0.001913294816494364
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kryo.git_CONTRIBUTING.md,0.009407826240021856,0.009465803374735095,0.9716845472297887,0.009441823155454433
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puppetlabs-postgresql.git_CONTRIBUTING.md,0.9985597232248933,0.0004739698835375908,0.0004851142932220268,0.0004811925983470024
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json-glib.git_CONTRIBUTING.md,0.18965817896131848,0.0019421668372412062,0.002049514854250021,0.8063501393471902
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geolinks.git_CONTRIBUTING.md,0.19116955330620836,0.109927457056234,0.6979704203338812,0.0009325693036764462
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uhd_CONTRIBUTING.md,0.0015918274262429666,0.0016022389884847621,0.9951880027825997,0.001617930802672639
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bambam_CONTRIBUTING.md,0.01070928205260655,0.011239796616196854,0.9674067701309746,0.010644151200222099
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lightdm.git_CONTRIBUTING.md,0.5725239260666405,0.007763651366579912,0.41164635735083444,0.008066065215945287
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axel.git_CONTRIBUTING.md,0.0022486173818659395,0.0022863314476709844,0.9931601780500193,0.0023048731204438327
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mongo-c-driver_CONTRIBUTING.md,0.41777770180137763,0.00250120279584961,0.4850067575316969,0.09471433787107597
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scour.git_CONTRIBUTING.md,0.002265238845720399,0.3850543584245871,0.17052358688258576,0.44215681584710687
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antigen_CONTRIBUTING.md,0.44902457865133377,0.0006451926412722423,0.5496775173245826,0.000652711382811434
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fonttools.git_CONTRIBUTING.md,0.002636454191141906,0.0025602812539084886,0.9921690619661131,0.0026342025888364596
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django-haystack_CONTRIBUTING.md,0.35894911016830106,0.001095907485730154,0.6388657462955027,0.0010892360504659712
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semver_CONTRIBUTING.md,0.00408329946604514,0.07841712646832406,0.9135249605137055,0.003974613551925433
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eimp.git_CONTRIBUTING.md,0.17579280505148648,0.0006192502885469849,0.8229530575082261,0.0006348871517404147
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open-build-service_CONTRIBUTING.md,0.002704481828011044,0.0026289446156714516,0.9540023204752476,0.04066425308106991
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puppetlabs-firewall_CONTRIBUTING.md,0.9990370405699505,0.0003177966137912374,0.00032655082530169883,0.00031861199095663305
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RawTherapee_CONTRIBUTING.md,0.004074571357017355,0.004137108585105674,0.9877036538365002,0.004084666221376792
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icingaweb2.git_CONTRIBUTING.md,0.9377954244084339,0.000360460983896419,0.0614724760675833,0.0003716385400863092
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audacity.git_CONTRIBUTING.md,0.005419258913804729,0.005222865650530788,0.9433933178007723,0.04596455763489218
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sql-formatter.git_CONTRIBUTING.md,0.007327504224834087,0.08241966829021478,0.006960188267326827,0.9032926392176243
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easyrdf.git_CONTRIBUTING.md,0.006761733546610186,0.006548840295815439,0.7133284173343913,0.2733610088231829
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aruba.git_CONTRIBUTING.md,0.9812377966066289,0.006168668059946309,0.006361004443471503,0.006232530889953184
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stun.git_CONTRIBUTING.md,0.17579280505148648,0.0006192502885469849,0.8229530575082261,0.0006348871517404147
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liquidprompt.git_CONTRIBUTING.md,0.9964460024831715,0.0011932663095329558,0.0012058454687138792,0.0011548857385816874
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jquery-rails.git_CONTRIBUTING.md,0.49496956429527755,0.0018758262947838997,0.001972883249660782,0.5011817261602778
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nrpe.git_CONTRIBUTING.md,0.06560468546220086,0.0006083522382619007,0.9331671478627486,0.0006198144367886905
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intel-vaapi-driver.git_CONTRIBUTING.md,0.0015096700223162544,0.0838834863202172,0.9131242193826492,0.001482624274817335
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bootstrap-sass_CONTRIBUTING.md,0.06631496564326969,0.0014231525007791866,0.9308329108228455,0.0014289710331056218
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ambix.git_CONTRIBUTING.md,0.738183780915529,0.003363437659318888,0.0033821766265355576,0.25507060479861654
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amavisd-milter_CONTRIBUTING.md,0.16337980251677933,0.0011055962550654685,0.8344206290517854,0.0010939721763698839
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g810-led.git_CONTRIBUTING.md,0.004852768605970118,0.1098458230816607,0.34983955370751524,0.535461854604854
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trafficserver_CONTRIBUTING.md,0.050924275569461774,0.8447166921251043,0.053207877893280756,0.05115115441215349
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openrdate_CONTRIBUTING.md,0.003401510753106603,0.0033822392442185902,0.9898418002116164,0.0033744497910583545
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node_exporter_CONTRIBUTING.md,0.9833804218126881,0.005464671733558769,0.005723254493947303,0.005431651959805811
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gnome-desktop.git_CONTRIBUTING.md,0.011187616252811644,0.011253119158828396,0.40241311158223386,0.575146153006126
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gitsome_CONTRIBUTING.md,0.8022656448017379,0.0018475282856155856,0.19399407131240387,0.0018927556002427642
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Vulkan-Tools_CONTRIBUTING.md,0.31396256181616644,0.0012791066128575803,0.32223637626636725,0.36252195530460857
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glances_CONTRIBUTING.md,0.5195867000328861,0.0006850775567569816,0.4790322804259847,0.0006959419843721616
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B2_Command_Line_Tool_CONTRIBUTING.md,0.0010704279039349368,0.0010401705880379076,0.0010636064299264696,0.9968257950781008
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node-uuid_CONTRIBUTING.md,0.317366737169091,0.2106667050406405,0.007275886930208507,0.46469067086006
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pkg-pick_CONTRIBUTING.md,0.3105037954817434,0.004052217204197704,0.4768015828696169,0.20864240444444207
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imbalanced-learn.git_CONTRIBUTING.rst,0.9016817261226574,0.0006067824465313404,0.09710547821064869,0.0006060132201626183
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MediaSDK_CONTRIBUTING.md,0.0018908969402472702,0.0018822915955656254,0.2024532372197371,0.7937735742444499
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ndctl_CONTRIBUTING.md,0.4489619675737904,0.06109638085028939,0.48806047799191976,0.0018811735840004607
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inherits_CONTRIBUTING.md,0.050044290841904336,0.05048709768060628,0.84901859623175,0.0504500152457392
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mapnik-vector-tile.git_CONTRIBUTING.md,0.4104826994755362,0.579990240001156,0.0046770687804442495,0.004849991742863708
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exiv2.git_CONTRIBUTING.md,0.2828055573652628,0.1875882209898605,0.0008119543793943309,0.5287942672654824
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zope.testing_CONTRIBUTING.md,0.005320155762289929,0.005162857708946261,0.9843061376500061,0.005210848878757678
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libva.git_CONTRIBUTING.md,0.026443646900897677,0.0301778915663874,0.9418452963254,0.001533165207314913
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SPIRV-LLVM-Translator_CONTRIBUTING.md,0.1655452021941741,0.000987153745562103,0.6198389270755673,0.21362871698469654
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black.git_CONTRIBUTING.md,0.11879135078312075,0.04148613697743555,0.3475470753422647,0.4921754368971791
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plastex_CONTRIBUTING.md,0.0028072722047338206,0.42279526313444576,0.002732964231331822,0.5716645004294887
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kthresher_CONTRIBUTING.md,0.22003156569523002,0.003180903389446359,0.7734948311465074,0.0032926997688161085
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alt-ergo.git_CONTRIBUTING.md,0.5457234720209692,0.1741609266970686,0.2774348456850428,0.0026807555969196664
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fontmake.git_CONTRIBUTING.md,0.003005007060940823,0.0029832891842670383,0.9910292235380438,0.002982480216748434
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PDAL.git_CONTRIBUTING.md,0.9334909555801549,0.0021608559632278197,0.06215204311856266,0.0021961453380545536
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factory_girl.git_CONTRIBUTING.md,0.38254382448261975,0.008737518034585808,0.5998873907550953,0.008831266727699098
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coq_CONTRIBUTING.md,0.06274836555725996,0.0015090327825395284,0.7242725952134982,0.21147000644670233
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zope.interface.git_CONTRIBUTING.md,0.005320155762289929,0.005162857708946261,0.9843061376500061,0.005210848878757678
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include-what-you-use_CONTRIBUTING.md,0.0008206935870658304,0.0008300233059255662,0.04118706979136163,0.957162213315647
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jabref.git_CONTRIBUTING.md,0.44879530173577775,0.46659533822078525,0.005423283476564058,0.07918607656687295
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packit_CONTRIBUTING.md,0.003438132010676187,0.0034258104615676375,0.9897191087524783,0.0034169487752779984
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||||
AFLplusplus.git_CONTRIBUTING.md,0.9501502422409771,0.015831111654223743,0.017158360520823108,0.016860285583976137
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||||
calamares.git_CONTRIBUTING.md,0.005128734017407998,0.005186852033500867,0.0051270978596627045,0.9845573160894284
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||||
sshkit.git_CONTRIBUTING.md,0.8423026163821881,0.05106610970098936,0.05555929684100391,0.05107197707581871
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||||
astropy-helpers_CONTRIBUTING.md,0.005369407840801735,0.09632176289499227,0.4849361280952925,0.4133727011689135
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shoulda-matchers_CONTRIBUTING.md,0.6796941033953084,0.0025959420692658686,0.0026078327778370244,0.31510212175758867
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||||
ioq3_CONTRIBUTING.md,0.0004627494545441393,0.00046496008632585667,0.9986009202631722,0.00047137019595791714
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||||
rsnapshot.git_CONTRIBUTING.md,0.7457668341146125,0.12153825375459983,0.13185312678173375,0.0008417853490539611
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cyrus-sasl.git_CONTRIBUTING.md,0.01762842265699221,0.01703918517734962,0.9482230138276262,0.017109378338031937
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gz-transport_CONTRIBUTING.md,0.050552060626849867,0.050643503878837134,0.8479594037043263,0.05084503178998666
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vagrant-lxc_CONTRIBUTING.md,0.003429460196238906,0.05631093902361808,0.68591573262791,0.2543438681522331
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buff-extensions_CONTRIBUTING.md,0.640996578364556,0.006762907285647458,0.006773195781297649,0.34546731856849877
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||||
datalad_CONTRIBUTING.md,0.9087784972473317,0.0006537420201662557,0.0006685120294450659,0.08989924870305699
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||||
notebook.git_CONTRIBUTING.md,0.04239277773140004,0.04291753236393026,0.8721231824202296,0.0425665074844401
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||||
backbone_CONTRIBUTING.md,0.4108192851471216,0.007382567135081766,0.42677198801952376,0.15502615969827283
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osm2pgsql.git_CONTRIBUTING.md,0.2141639211071019,0.4563801745209423,0.2330947049223224,0.0963611994496333
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youtube-dl.git_CONTRIBUTING.md,0.07877059472585084,0.0004022982533608314,0.31921806429619365,0.6016090427245947
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markdown-it_CONTRIBUTING.md,0.4751676625863201,0.01620836844258129,0.01446634799054308,0.4941576209805555
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gnome-clocks.git_CONTRIBUTING.md,0.5064738793005992,0.002393442797227798,0.0025335963912041636,0.48859908151096876
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pulseaudio.git_CONTRIBUTING.md,0.25846693621504296,0.22118970224603315,0.4865927120635865,0.033750649475337284
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api-pagination.git_CONTRIBUTING.md,0.9794073989983308,0.0067222063584273396,0.006796191978377782,0.007074202664864151
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prawn_CONTRIBUTING.md,0.004821899870359651,0.004802422213347274,0.9855246044557588,0.004851073460534199
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reflex.git_CONTRIBUTING.md,0.28309961954711277,0.0034266155211918124,0.7101545698400458,0.003319195091649499
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jupyter_core_CONTRIBUTING.md,0.04239277773140004,0.04291753236393026,0.8721231824202296,0.0425665074844401
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pypdf_CONTRIBUTING.md,0.07575645548008504,0.004133552644838295,0.9159179665721855,0.0041920253028912115
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curator.git_CONTRIBUTING.md,0.26215304864839656,0.014488320412467835,0.6522973204712891,0.07106131046784653
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pyFAI_CONTRIBUTING.md,0.4147427405256412,0.0038361809370613324,0.5774929391088959,0.0039281394284014694
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syntastic_CONTRIBUTING.md,0.3746138806284612,0.35048930208096224,0.003924841141428322,0.2709719761491482
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postgis.git_CONTRIBUTING.md,0.6372259210224098,0.0034404490865893944,0.3557791365254251,0.0035544933655758193
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re2c_CONTRIBUTING.md,0.21498167365595433,0.0018035607626620158,0.13440978341641896,0.6488049821649647
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inadyn_CONTRIBUTING.md,0.3837415042860394,0.4162060844592649,0.19854824469636959,0.0015041665583261383
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variantslib.git_CONTRIBUTING.md,0.0019417708454713386,0.0018018547171763579,0.9944503018386285,0.0018060725987239263
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penlight_CONTRIBUTING.md,0.5020364533084292,0.001956347280764951,0.49405993134544285,0.0019472680653630624
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bash-completion_CONTRIBUTING.md,0.0006748855145074748,0.0006680286977442631,0.0006781939333164599,0.9979788918544318
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rsyslog-doc_CONTRIBUTING.md,0.10135674311258641,0.0014317883875257815,0.7499484752810583,0.1472629932188296
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libmodbus.git_CONTRIBUTING.md,0.10826363970073712,0.15158177383393143,0.5597319903356677,0.18042259612966377
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tools.logging.git_CONTRIBUTING.md,0.012401219060326771,0.012044790887502222,0.9632306376297703,0.012323352422400725
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drmips_CONTRIBUTING.md,0.001266649747942421,0.0012460914121947477,0.0013162263936277025,0.9961710324462351
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highlight.js_CONTRIBUTING.md,0.0006798848331370898,0.0006638071086617235,0.5270214703466172,0.4716348377115841
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Xastir.git_CONTRIBUTING,0.7246953205393104,0.08966198601283884,0.095657780752277,0.08998491269557383
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virt-manager_CONTRIBUTING.md,0.11972827286531383,0.0010393824772830472,0.09980863988486431,0.7794237047725388
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sniffit_CONTRIBUTING.md,0.004744944229494422,0.004666547981359925,0.9859048311597767,0.004683676629368923
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brotli_CONTRIBUTING,0.003005007060940823,0.0029832891842670383,0.9910292235380438,0.002982480216748434
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meck.git_CONTRIBUTING.md,0.11793644158225002,0.2099319903730411,0.6711136876390819,0.0010178804056269353
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libmypaint_CONTRIBUTING.md,0.005986642960149491,0.006036244000868232,0.6765955745396497,0.3113815384993325
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zope.i18nmessageid_CONTRIBUTING.md,0.005320155762289929,0.005162857708946261,0.9843061376500061,0.005210848878757678
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YouCompleteMe_CONTRIBUTING.md,0.0010185546227358074,0.001022380430676227,0.9097457557025311,0.08821330924405688
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subliminal.git_CONTRIBUTING.md,0.1888557913321597,0.007215960995818316,0.796386557311127,0.007541690360895003
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||||
|
2281
text_analysis/readme_file_topic_distributions.csv
Normal file
2281
text_analysis/readme_file_topic_distributions.csv
Normal file
File diff suppressed because it is too large
Load Diff
@ -3,6 +3,7 @@ import numpy as np
|
||||
import pandas as pd
|
||||
import glob
|
||||
import copy
|
||||
import csv
|
||||
from statistics import mean, median
|
||||
from strip_markdown import strip_markdown
|
||||
import joblib
|
||||
@ -125,8 +126,8 @@ def get_most_prevalent(vect_documents, documents):
|
||||
return most_prevalent
|
||||
|
||||
def prevalent_topics(vect_documents, file_list):
|
||||
#lda = joblib.load('0509_readme_lda.jl')
|
||||
lda = joblib.load('0514_contrib_lda.jl')
|
||||
lda = joblib.load('0509_readme_lda.jl')
|
||||
#lda = joblib.load('0514_contrib_lda.jl')
|
||||
distributions = lda.transform(vect_documents)
|
||||
#figuring out what the max distribution is and then figuring out the mode
|
||||
top_topic = []
|
||||
@ -143,6 +144,18 @@ def prevalent_topics(vect_documents, file_list):
|
||||
most_frequent(top_topic)
|
||||
print(count_of_multiple)
|
||||
df = pd.DataFrame(topic_arrays)
|
||||
#finding the distribution values for all documents
|
||||
with open('readme_file_topic_distributions.csv', 'w', newline='') as csvfile:
|
||||
fieldnames = ['filename', 't0', 't1', 't2', 't3', 't4', 't5', 't6', 't7']
|
||||
writer = csv.DictWriter(csvfile, fieldnames=fieldnames)
|
||||
writer.writeheader()
|
||||
for i, row in df.iterrows():
|
||||
project_dir = {}
|
||||
project_dir['filename'] = file_list[i].split("/")[-1]
|
||||
array_row = df.iloc[i].to_numpy()
|
||||
for j in range(8):
|
||||
project_dir["t" + str(j)] = array_row[j]
|
||||
writer.writerow(project_dir)
|
||||
#print(df.sort_values(by=['0']).head(5))
|
||||
'''
|
||||
for i in range(8):
|
||||
@ -172,9 +185,9 @@ def most_frequent(topic_prevalence):
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
#readme_directory = "/data/users/mgaughan/kkex/time_specific_files/dwo_partitioned_readme/p2"
|
||||
contributing_directory = "/data/users/mgaughan/kkex/time_specific_files/dwo_partitioned_contributing/p2"
|
||||
listed_corpus, wordcounts, wordlengths, file_list = get_data_from_dir(contributing_directory)
|
||||
readme_directory = "/data/users/mgaughan/kkex/time_specific_files/readme3"
|
||||
#contributing_directory = "/data/users/mgaughan/kkex/time_specific_files/contributing3"
|
||||
listed_corpus, wordcounts, wordlengths, file_list = get_data_from_dir(readme_directory)
|
||||
print("Mean wordcount: ", mean(wordcounts))
|
||||
print("Median wordcount: ", median(wordcounts))
|
||||
print("Mean wordlength: ", mean(wordlengths))
|
||||
@ -189,8 +202,10 @@ if __name__ == "__main__":
|
||||
)
|
||||
data_vectorized = vectorizer.fit_transform(lemmatized_corpus)
|
||||
'''
|
||||
vectorizer = joblib.load('contrib_vectorizer.jl')
|
||||
data_vectorized = vectorizer.transform(lemmatized_corpus)
|
||||
#vectorizer = joblib.load('contrib_vectorizer.jl')
|
||||
vectorizer = joblib.load('readme_vectorizer.jl')
|
||||
data_vectorized = vectorizer.transform(lemmatized_corpus)
|
||||
#print(data_vectorized)
|
||||
#lda_model_identification(data_vectorized)
|
||||
#topic_distributions = best_lda_model(data_vectorized, vectorizer.get_feature_names_out())
|
||||
#get_most_prevalent(data_vectorized, file_list)
|
||||
|
||||
Loading…
Reference in New Issue
Block a user