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working on figuring out how to do this

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This commit is contained in:
Matthew Gaughan 2023-11-10 11:31:43 -06:00
parent 455ec3b2cf
commit cce8a8ba68
3 changed files with 209 additions and 203 deletions
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9
R/calculatePower.R
View File

@ -19,11 +19,12 @@ library(readr)
# (1) - Get the pilot data and clean it
#source('~/Research/tor_wikipedia_edits/handcoded_edits/inter_coder_reliability_ns0.R')
#source ('/data/users/mgaughan/kkex_data_110823_3')
data1 <- read_csv('../power_data_111023_mmt_ufm.csv',show_col_types = FALSE)
data1 <- read_csv('../power_data_110923_mmt.csv',show_col_types = FALSE)
data2 <- read_csv('/data_ext/users/kcz1100/kaylea_dissertation/collabnetXS/raw_data/inst_all_packages_full_results.csv')
#d$nd <- to_logical(d$not.damaging, custom_true=c("Y"))
#levels(d$source) <- c("IP-based Editors", "New Editors", "Registered Editors", "Tor-based Editors")
data1$up.fac.mean <- as.numeric(data2$up.fac.mean[match(data1$pkg, data2$pkg)])
# (2) - Run the model on the pilot data
pilotM <- glm(up.fac.mean ~ ((mmt) / (milestones/age)), # give the anticipated regression a try
family=gaussian(link='identity'), data=data1)
@ -45,8 +46,8 @@ n <- 100 #a guess for necessary sample size (per group)
#makeData(10) #DEBUGGING CODE -- you can uncomment this if you want to see it work
#<====
print("Levels are:")
print(levels(d$source))
#print("Levels are:")
#print(levels(d$source))
powerCheck(n, nSims)
#Sample values

11
consolidate_data.py
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@ -13,6 +13,7 @@ csv_2 = pandas.read_csv('/data_ext/users/kcz1100/kaylea_dissertation/collabnetXS
print(csv_2['pkg'])
up_fac_mean = []
pkg_name = []
for index, row in csv_1.iterrows():
temporary_proj_name = row['repo'][:-12].split('_')[1]
proj_name = ""
@ -20,13 +21,17 @@ for index, row in csv_1.iterrows():
proj_name = temporary_proj_name[:-4]
else:
proj_name = temporary_proj_name
row = csv_2.loc[csv_2['pkg'] == proj_name]
row = csv_2.loc[proj_name == csv_2['pkg']]
if proj_name == "hacking":
print("HACKING HACKING HACKING")
print(proj_name + row['pkg'])
print(row['up.fac.mean'])
up_fac_mean.append(row['up.fac.mean'])
csv_1['up.fac.mean'] = up_fac_mean
pkg_name.append(proj_name)
#csv_1['up.fac.mean'] = up_fac_mean
csv_1['pkg'] = pkg_name
print(csv_1)
csv1.to_csv('power_data_111023_mmt_ufm.csv')
csv_1.to_csv('power_data_110923_mmt.csv')
'''
with open('/data/users/mgaughan/power_data_110923.csv', "w") as csv_file:

392
power_data_110923_mmt.csv
View File

@ -1,196 +1,196 @@
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"186","otsaloma_gaupol_result.json",3619.54949074074,9,6,0,1.4
"187","ansible_ansible_result.json",3651.94734953704,5269,1322,1,1.20057654377181
"188","openstack_ldappool_result.json",2702.96313657407,9,36,0,1.8
"189","gnome-terminator_terminator_result.json",3598.30081018519,22,84,2,1.79245283018868
"190","venthur_python-debianbts_result.json",3401.83009259259,0,16,0,2
"191","x_wsme.git_result.json",3594.74074074074,5,43,0,1.89583333333333
"192","ankitects_anki_result.json",3650.33571759259,114,147,2,1.5632183908046
"193","wxgeo_geophar_result.json",3368.33974537037,0,3,0,2
"194","openstack_heat-cfntools_result.json",3532.89836805556,9,46,0,1.83636363636364
"195","GNOME_gnome-music.git_result.json",3646.6490162037,263,124,0,1.32041343669251
,Unnamed: 0.1,Unnamed: 0,repo,age,contributors,collaborators,milestones,mmt,pkg
0,0,1,arandr_arandr.git_result.json,3350.68420138889,48,3,0,1.05882352941176,arandr
1,1,2,pronovic_cedar-backup2_result.json,424.797465277778,0,5,0,2.0,cedar-backup2
2,2,3,ksh93_ksh_result.json,2813.06396990741,20,10,0,1.33333333333333,ksh
3,3,4,openstack_hacking_result.json,3604.47774305556,7,92,0,1.92929292929293,hacking
4,4,5,git.launchpad.net_ufw_result.json,1996.98329861111,1,7,0,1.875,ufw
5,5,6,SpamExperts_pyzor_result.json,3447.63559027778,6,19,1,1.76,pyzor
6,6,7,etingof_pysnmp_result.json,2324.80037037037,17,11,0,1.39285714285714,pysnmp
7,7,8,httplib2_httplib2_result.json,3331.05267361111,50,21,0,1.29577464788732,httplib2
8,8,9,OSGeo_grass_result.json,3652.39002314815,79,50,5,1.38759689922481,grass
9,9,10,cogent3_cogent3_result.json,3638.11436342593,7,58,5,1.89230769230769,cogent3
10,10,11,mhagger_cvs2svn_result.json,3413.13443287037,3,3,0,1.5,cvs2svn
11,11,12,debian_debian-goodies.git_result.json,3339.03509259259,10,9,0,1.47368421052632,debian-goodies
12,12,13,openstack_python-saharaclient_result.json,3592.81670138889,10,112,0,1.91803278688525,python-saharaclient
13,13,14,ytdl-org_youtube-dl_result.json,3606.22762731481,583,343,4,1.37041036717063,youtube-dl
14,14,15,openstack-archive_python-tuskarclient_result.json,2144.03194444444,4,30,0,1.88235294117647,python-tuskarclient
15,15,16,jelmer_lintian-brush.git_result.json,1865.96652777778,4,16,0,1.8,lintian-brush
16,16,17,Supervisor_supervisor_result.json,2264.89758101852,46,107,0,1.69934640522876,supervisor
17,17,18,django_django_result.json,3567.50193287037,2566,188,0,1.06826434277415,django
18,18,19,tools_dh-python.git_result.json,3600.17729166667,32,18,0,1.36,dh-python
19,19,20,debian_doc-central.git_result.json,1847.71642361111,6,4,0,1.4,doc-central
20,20,21,openstack_tempest_result.json,3630.80792824074,126,869,0,1.87336683417085,tempest
21,21,22,ubernostrum_django-registration_result.json,2898.06666666667,7,33,0,1.825,django-registration
22,22,23,sagemath_sage_result.json,1624.38295138889,87,364,2,1.80709534368071,sage
23,23,24,openSUSE_osc_result.json,3644.50706018519,21,130,6,1.86092715231788,osc
24,24,25,openstack_tosca-parser_result.json,3424.41236111111,22,110,0,1.83333333333333,tosca-parser
25,25,26,openstack_glance_store_result.json,3526.84253472222,26,164,0,1.86315789473684,glance
26,26,27,ahupp_python-magic_result.json,3565.34756944444,16,37,0,1.69811320754717,python-magic
27,27,28,spyder-ide_spyder_result.json,3651.50636574074,64,259,8,1.80185758513932,spyder
28,28,29,FontManager_font-manager_result.json,3359.76890046296,54,11,0,1.16923076923077,font-manager
29,29,30,irmen_Pyro3_result.json,0.0,1,1,0,1.5,Pyro3
30,30,31,jwilk-archive_djvusmooth_result.json,72.0140046296296,0,1,0,2.0,djvusmooth
31,31,32,EGI-Federation_bdii_result.json,3295.27372685185,8,6,0,1.42857142857143,bdii
32,32,33,chinese-team_galternatives.git_result.json,2509.34570601852,3,7,0,1.7,galternatives
33,33,34,TurboGears_crank_result.json,2267.42481481481,0,2,0,2.0,crank
34,34,35,Nicotine-Plus_nicotine-plus_result.json,2909.64869212963,84,31,0,1.2695652173913,nicotine-plus
35,35,36,kassoulet_soundconverter_result.json,3075.46180555556,7,26,0,1.78787878787879,soundconverter
36,36,37,openstack_nose-html-output_result.json,2441.324375,1,7,0,1.875,nose-html-output
37,37,38,mvo5_unattended-upgrades_result.json,3194.09592592593,29,42,0,1.59154929577465,unattended-upgrades
38,38,39,applications_debomatic.git_result.json,3607.61861111111,0,7,0,2.0,debomatic
39,39,40,openstack_deb-swauth_result.json,1956.50621527778,2,27,0,1.93103448275862,deb-swauth
40,40,41,geopandas_geopandas_result.json,3651.59908564815,200,28,1,1.12280701754386,geopandas
41,41,42,falconry_falcon_result.json,3639.00728009259,142,64,7,1.31067961165049,falcon
42,42,43,ncqgm_gnumed_result.json,3627.34760416667,1,4,0,1.8,gnumed
43,43,44,bup_bup_result.json,3635.72486111111,64,4,0,1.05882352941176,bup
44,44,45,PackageKit_PackageKit_result.json,3459.31636574074,104,53,0,1.33757961783439,PackageKit
45,45,46,fweimer_debsecan.git_result.json,2136.30371527778,4,1,0,1.2,debsecan
46,46,47,ncarrier_discus_result.json,1119.01925925926,0,4,0,2.0,discus
47,47,48,insanum_gcalcli_result.json,3625.01434027778,20,31,3,1.6078431372549,gcalcli
48,48,49,rss2email_rss2email_result.json,3551.51844907407,22,40,1,1.64516129032258,rss2email
49,49,50,nuxeo_FunkLoad_result.json,800.969085648148,0,10,0,2.0,FunkLoad
50,50,51,georgesk_scolasync_result.json,340.822905092593,0,1,0,2.0,scolasync
51,51,52,kiorky_SOAPpy_result.json,1814.96144675926,2,6,0,1.75,SOAPpy
52,52,53,pytroll_mpop_result.json,1640.51547453704,0,19,2,2.0,mpop
53,53,54,python-babel_babel_result.json,3631.79181712963,71,79,2,1.52666666666667,babel
54,54,55,openstack_swift_result.json,3582.56267361111,50,353,0,1.87593052109181,swift
55,55,56,mennucc1_debdelta.git_result.json,3390.91454861111,7,1,0,1.125,debdelta
56,56,57,dcos_dcos-cli_result.json,3046.48930555556,40,53,0,1.56989247311828,dcos-cli
57,57,58,pixelb_fslint_result.json,2746.05175925926,4,6,0,1.6,fslint
58,58,59,eventable_vobject_result.json,1609.99188657407,2,34,0,1.94444444444444,vobject
59,59,60,kovidgoyal_calibre_result.json,3650.93313657407,93,235,0,1.71646341463415,calibre
60,60,61,openstack_deb-python-taskflow_result.json,1988.40951388889,7,90,0,1.92783505154639,deb-python-taskflow
61,61,62,pinard_Pymacs_result.json,40.3152777777778,0,2,0,2.0,Pymacs
62,62,63,repositories.git_lazygal_result.json,3518.76293981481,2,8,0,1.8,lazygal
63,63,64,orcasgit_python-fitbit_result.json,2022.53310185185,1,29,1,1.96666666666667,python-fitbit
64,64,65,openstack_keystone_result.json,3615.855,99,558,0,1.84931506849315,keystone
65,65,66,git.launchpad.net_pytz_result.json,3371.84575231481,6,14,0,1.7,pytz
66,66,67,eonpatapon_mpDris2_result.json,3566.42409722222,12,18,0,1.6,mpDris2
67,67,68,JPaulMora_Pyrit_result.json,1541.68674768519,3,11,0,1.78571428571429,Pyrit
68,68,69,openstack_openstackdocstheme_result.json,3122.60966435185,11,82,0,1.88172043010753,openstackdocstheme
69,69,70,debian_dput.git_result.json,2894.08686342593,3,7,0,1.7,dput
70,70,71,toddy_isoquery.git_result.json,3567.13287037037,17,7,0,1.29166666666667,isoquery
71,71,72,debian_apt-xapian-index.git_result.json,2382.9921875,4,9,0,1.69230769230769,apt-xapian-index
72,72,73,RTimothyEdwards_XCircuit_result.json,1946.3653587963,3,2,0,1.4,XCircuit
73,73,74,firecat53_urlscan_result.json,3326.71078703704,9,10,0,1.52631578947368,urlscan
74,74,75,jupyter_notebook_result.json,3650.83797453704,218,433,10,1.66513056835637,notebook
75,75,76,sqlalchemy_dogpile.cache_result.json,3621.05269675926,21,30,1,1.58823529411765,dogpile.cache
76,76,77,git.launchpad.net_wicd_result.json,3433.48946759259,1,11,0,1.91666666666667,wicd
77,77,78,veusz_veusz_result.json,3627.71315972222,13,30,0,1.69767441860465,veusz
78,78,79,pagure.io_libuser.git_result.json,3465.91064814815,7,11,0,1.61111111111111,libuser
79,79,80,repo.or.cz_iotop.git_result.json,3270.32079861111,5,1,0,1.16666666666667,iotop
80,80,81,openstack_os-testr_result.json,2744.22461805556,9,57,0,1.86363636363636,os-testr
81,81,82,reproducible-builds_diffoscope.git_result.json,3325.77443287037,36,56,0,1.60869565217391,diffoscope
82,82,83,arthurdejong_webcheck_result.json,27.1628472222222,0,1,0,2.0,webcheck
83,83,84,shelter_reschroot.git_result.json,3185.55927083333,20,12,0,1.375,reschroot
84,84,85,debiancn_bicyclerepair_result.json,0.0,1,1,0,1.5,bicyclerepair
85,85,86,gjwgit_wajig_result.json,3514.30538194444,1,7,0,1.875,wajig
86,86,87,selinux-team_selinux-basics.git_result.json,1929.03849537037,0,3,0,2.0,selinux-basics
87,87,88,rpm-software-management_mock_result.json,3579.69835648148,150,23,0,1.13294797687861,mock
88,88,89,testing-cabal_funcsigs_result.json,3542.18322916667,6,11,0,1.64705882352941,funcsigs
89,89,90,vmware_open-vm-tools_result.json,3404.82268518519,4,13,0,1.76470588235294,open-vm-tools
90,90,91,numpy_numpy_result.json,3651.77804398148,581,1032,2,1.63980161190329,numpy
91,91,92,openstack_ceilometermiddleware_result.json,3173.51534722222,5,51,0,1.91071428571429,ceilometermiddleware
92,92,93,packages_python-pip.git_result.json,3089.37398148148,19,14,0,1.42424242424242,python-pip
93,93,94,boto_boto_result.json,3027.03412037037,25,285,1,1.91935483870968,boto
94,94,95,quodlibet_quodlibet_result.json,3634.15465277778,118,96,3,1.44859813084112,quodlibet
95,95,96,python-mechanize_mechanize_result.json,2745.24820601852,5,11,0,1.6875,mechanize
96,96,97,python-xlib_python-xlib_result.json,2538.84261574074,25,26,0,1.50980392156863,python-xlib
97,97,98,erich_pyroman.git_result.json,2117.92108796296,1,3,0,1.75,pyroman
98,98,99,Kilian_Trimage_result.json,1207.99829861111,3,7,0,1.7,Trimage
99,99,100,lilydjwg_pssh_result.json,3437.32594907407,5,11,0,1.6875,pssh
100,100,101,PyCQA_pyflakes_result.json,3511.33018518519,52,28,0,1.35,pyflakes
101,101,102,hanwen_mftrace_result.json,1885.44565972222,1,3,0,1.75,mftrace
102,102,103,latex-rubber_rubber.git_result.json,3343.15070601852,2,8,0,1.8,rubber
103,103,104,georgesk_expeyes.git_result.json,1948.9528125,1,2,0,1.66666666666667,expeyes
104,104,105,lesscpy_lesscpy_result.json,3235.92547453704,2,26,0,1.92857142857143,lesscpy
105,105,106,libs_python-diskimage-builder.git_result.json,3561.87346064815,46,342,0,1.88144329896907,python-diskimage-builder
106,106,107,pypa_virtualenv_result.json,3647.93207175926,177,53,0,1.2304347826087,virtualenv
107,107,108,fusionbox_django-pyscss_result.json,3496.87092592593,1,11,0,1.91666666666667,django-pyscss
108,108,109,rdiff-backup_rdiff-backup_result.json,2122.15666666667,47,18,3,1.27692307692308,rdiff-backup
109,109,110,HenriWahl_Nagstamon_result.json,3582.66927083333,15,103,0,1.8728813559322,Nagstamon
110,110,111,identicurse_IdentiCurse_result.json,1855.34086805556,0,5,0,2.0,IdentiCurse
111,111,112,PythonCharmers_python-future_result.json,3368.92813657407,22,90,0,1.80357142857143,python-future
112,112,113,andreafrancia_trash-cli_result.json,3595.16621527778,18,28,1,1.60869565217391,trash-cli
113,113,114,metabrainz_picard_result.json,3648.88357638889,56,55,1,1.4954954954955,picard
114,114,115,virt-manager_virt-manager_result.json,3635.39988425926,216,11,0,1.04845814977974,virt-manager
115,115,116,fail2ban_fail2ban_result.json,3630.8306712963,92,158,4,1.632,fail2ban
116,116,117,ardentryst_ardentryst_result.json,3087.71438657407,4,6,0,1.6,ardentryst
117,117,118,git.launchpad.net_glance_result.json,1983.13237268519,62,449,0,1.87866927592955,glance
118,118,119,geopython_pycsw_result.json,3632.46945601852,26,23,3,1.46938775510204,pycsw
119,119,120,GNOME_alacarte.git_result.json,3598.02471064815,39,16,0,1.29090909090909,alacarte
120,120,121,installer-team_mklibs.git_result.json,2891.12761574074,1,8,0,1.88888888888889,mklibs
121,121,122,cdent_gabbi_result.json,3155.33989583333,10,24,3,1.70588235294118,gabbi
122,122,123,kgiusti_pyngus_result.json,3426.26207175926,0,6,0,2.0,pyngus
123,123,124,virt-viewer_virt-viewer.git_result.json,3603.97689814815,52,32,0,1.38095238095238,virt-viewer
124,124,125,nicfit_eyeD3_result.json,2366.4678587963,17,13,2,1.43333333333333,eyeD3
125,125,126,NTPsec_ntpsec.git_result.json,3637.62555555556,37,56,0,1.60215053763441,ntpsec
126,126,127,jonashaag_klaus_result.json,3620.16456018519,13,24,0,1.64864864864865,klaus
127,127,128,enthought_mayavi_result.json,3540.84373842593,14,55,2,1.79710144927536,mayavi
128,128,129,mitsuhiko_python-geoip_result.json,0.741041666666667,0,1,0,2.0,python-geoip
129,129,130,openstack_python-ironic-inspector-client_result.json,3018.57487268519,6,58,0,1.90625,python-ironic-inspector-client
130,130,131,openstack_python-scciclient_result.json,1708.93451388889,4,23,0,1.85185185185185,python-scciclient
131,131,132,Shoobx_xmldiff_result.json,2018.57893518519,11,9,0,1.45,xmldiff
132,132,133,python_python-sure.git_result.json,3549.28721064815,13,31,0,1.70454545454545,python-sure
133,133,134,sposh-science_pycode-browser_result.json,2876.73696759259,3,7,0,1.7,pycode-browser
134,134,135,neovim_pynvim_result.json,3448.70126157407,26,35,0,1.57377049180328,pynvim
135,135,136,Supybot_Supybot_result.json,1584.87575231481,5,4,0,1.44444444444444,Supybot
136,136,137,OpenShot_openshot-qt_result.json,3621.64975694444,26,46,0,1.63888888888889,openshot-qt
137,137,138,fabiangreffrath_woof_result.json,2634.53842592593,19,5,5,1.20833333333333,woof
138,138,139,dimitri_pgloader_result.json,3651.96373842593,69,41,2,1.37272727272727,pgloader
139,139,140,gajim_gajim_result.json,3308.42216435185,27,69,0,1.71875,gajim
140,140,141,wikier_swaml_result.json,281.883414351852,0,1,0,2.0,swaml
141,141,142,cython_cython_result.json,3650.22090277778,223,218,9,1.49433106575964,cython
142,142,143,qemu-project_qemu.git_result.json,3627.3869212963,2149,122,0,1.05372082782915,qemu
143,143,144,opencobra_cobrapy_result.json,3644.75186342593,30,43,1,1.58904109589041,cobrapy
144,144,145,Alir3z4_html2text_result.json,3033.03146990741,13,48,0,1.78688524590164,html2text
145,145,146,reportbug-team_reportbug.git_result.json,3477.02266203704,27,23,0,1.46,reportbug
146,146,147,openstack_sahara_result.json,3525.62542824074,39,316,0,1.89014084507042,sahara
147,147,148,twisted_axiom_result.json,3288.75935185185,2,14,0,1.875,axiom
148,148,149,georgesk_pysatellites.git_result.json,1.23224537037037,0,1,0,2.0,pysatellites
149,149,150,geopython_pywps_result.json,3643.81092592593,18,58,2,1.76315789473684,pywps
150,150,151,asciidoc-py_asciidoc-py_result.json,3527.6969212963,29,33,3,1.53225806451613,asciidoc-py
151,151,152,micheles_decorator_result.json,3559.44356481481,6,20,0,1.76923076923077,decorator
152,152,153,python-debian-team_python-debian.git_result.json,3403.42841435185,13,27,0,1.675,python-debian
153,153,154,PyMySQL_mysqlclient-python_result.json,3540.0324537037,51,29,1,1.3625,mysqlclient-python
154,154,155,openstack_oslotest_result.json,3444.663125,7,77,0,1.91666666666667,oslotest
155,155,156,git.launchpad.net_ubuntu-dev-tools_result.json,3574.16515046296,9,48,0,1.84210526315789,ubuntu-dev-tools
156,156,157,cfv-project_cfv_result.json,1707.90202546296,2,7,1,1.77777777777778,cfv
157,157,158,translate_translate_result.json,3649.83452546296,88,30,2,1.25423728813559,translate
158,158,159,gammu_python-gammu_result.json,3633.24517361111,35,9,0,1.20454545454545,python-gammu
159,159,160,GNOME_gnome-sudoku.git_result.json,3651.86215277778,133,89,0,1.4009009009009,gnome-sudoku
160,160,161,pycrypto_pycrypto_result.json,2955.65322916667,7,4,0,1.36363636363636,pycrypto
161,161,162,GNOME_pitivi.git_result.json,3635.4703125,149,83,0,1.35775862068966,pitivi
162,162,163,apps_catfish.git_result.json,3646.72689814815,125,14,0,1.10071942446043,catfish
163,163,164,20kly_20kly_result.json,659.338854166667,0,1,0,2.0,20kly
164,164,165,stefanor_rebuildd.git_result.json,2.95142361111111,0,1,0,2.0,rebuildd
165,165,166,andrewgee_gpxviewer_result.json,2486.6546875,4,4,0,1.5,gpxviewer
166,166,167,dstat-real_dstat_result.json,2396.44107638889,4,17,2,1.80952380952381,dstat
167,167,168,FCS-analysis_PyCorrFit_result.json,3445.14829861111,2,8,3,1.8,PyCorrFit
168,168,169,OpenKMIP_PyKMIP_result.json,3440.93412037037,21,34,1,1.61818181818182,PyKMIP
169,169,170,mnemosyne-proj_mnemosyne_result.json,3641.94207175926,6,31,0,1.83783783783784,mnemosyne
170,170,171,openstack_python-designateclient_result.json,3587.01260416667,14,113,0,1.88976377952756,python-designateclient
171,171,172,scipy_scipy_result.json,3651.2278587963,760,689,2,1.47550034506556,scipy
172,172,173,GNOME_meld.git_result.json,3241.10178240741,134,68,0,1.33663366336634,meld
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174,174,175,OfflineIMAP_offlineimap_result.json,3146.89478009259,84,15,4,1.15151515151515,offlineimap
175,175,176,Kozea_Radicale_result.json,3417.17155092593,29,57,2,1.66279069767442,Radicale
176,176,177,python-ldap_python-ldap_result.json,3631.71702546296,29,13,3,1.30952380952381,python-ldap
177,177,178,pastebinit_pastebinit_result.json,3262.98521990741,3,12,0,1.8,pastebinit
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179,179,180,ipython_ipython_result.json,3650.33896990741,200,611,5,1.75339087546239,ipython
180,180,181,jaymzh_pius_result.json,3354.85895833333,16,8,0,1.33333333333333,pius
181,181,182,openstack_os-apply-config_result.json,3620.59336805556,4,58,0,1.93548387096774,os-apply-config
182,182,183,openstack_pyghmi_result.json,2091.94354166667,8,39,0,1.82978723404255,pyghmi
183,183,184,mvo5_apt-clone_result.json,2597.345625,3,9,0,1.75,apt-clone
184,184,185,openstack_swift-bench_result.json,3518.02263888889,8,19,0,1.7037037037037,swift-bench
185,185,186,otsaloma_gaupol_result.json,3619.54949074074,9,6,0,1.4,gaupol
186,186,187,ansible_ansible_result.json,3651.94734953704,5269,1322,1,1.20057654377181,ansible
187,187,188,openstack_ldappool_result.json,2702.96313657407,9,36,0,1.8,ldappool
188,188,189,gnome-terminator_terminator_result.json,3598.30081018519,22,84,2,1.79245283018868,terminator
189,189,190,venthur_python-debianbts_result.json,3401.83009259259,0,16,0,2.0,python-debianbts
190,190,191,x_wsme.git_result.json,3594.74074074074,5,43,0,1.89583333333333,wsme
191,191,192,ankitects_anki_result.json,3650.33571759259,114,147,2,1.5632183908046,anki
192,192,193,wxgeo_geophar_result.json,3368.33974537037,0,3,0,2.0,geophar
193,193,194,openstack_heat-cfntools_result.json,3532.89836805556,9,46,0,1.83636363636364,heat-cfntools
194,194,195,GNOME_gnome-music.git_result.json,3646.6490162037,263,124,0,1.32041343669251,gnome-music

1 Unnamed: 0.1 Unnamed: 0 repo age contributors collaborators milestones mmt pkg
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13 12 11 11 12 debian_debian-goodies.git_result.json 3339.03509259259 10 9 0 1.47368421052632 debian-goodies
14 13 12 12 13 openstack_python-saharaclient_result.json 3592.81670138889 10 112 0 1.91803278688525 python-saharaclient
15 14 13 13 14 ytdl-org_youtube-dl_result.json 3606.22762731481 583 343 4 1.37041036717063 youtube-dl
16 15 14 14 15 openstack-archive_python-tuskarclient_result.json 2144.03194444444 4 30 0 1.88235294117647 python-tuskarclient
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196 195 194 194 195 GNOME_gnome-music.git_result.json 3646.6490162037 263 124 0 1.32041343669251 gnome-music