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updating pkg things for data

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This commit is contained in:
Matthew Gaughan 2023-11-10 15:45:09 -06:00
parent cd988a3a5b
commit 7e3fda8ec0
3 changed files with 209 additions and 208 deletions
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2
R/calculatePower.R
View File

@ -20,7 +20,7 @@ library(ggplot2)
# (1) - Get the pilot data and clean it # (1) - Get the pilot data and clean it
#source('~/Research/tor_wikipedia_edits/handcoded_edits/inter_coder_reliability_ns0.R') #source('~/Research/tor_wikipedia_edits/handcoded_edits/inter_coder_reliability_ns0.R')
#source ('/data/users/mgaughan/kkex_data_110823_3') #source ('/data/users/mgaughan/kkex_data_110823_3')
data1 <- read_csv('../power_data_110923_mmt.csv',show_col_types = FALSE) data1 <- read_csv('../power_data_111023_mmt.csv',show_col_types = FALSE)
data2 <- read_csv('../inst_all_packages_full_results.csv') data2 <- read_csv('../inst_all_packages_full_results.csv')
#d$nd <- to_logical(d$not.damaging, custom_true=c("Y")) #d$nd <- to_logical(d$not.damaging, custom_true=c("Y"))
#levels(d$source) <- c("IP-based Editors", "New Editors", "Registered Editors", "Tor-based Editors") #levels(d$source) <- c("IP-based Editors", "New Editors", "Registered Editors", "Tor-based Editors")

9
consolidate_data.py
View File

@ -3,9 +3,9 @@ import os
import csv import csv
import pandas import pandas
directory = '/data/users/mgaughan/kkex_data_111023/' #directory = '/data/users/mgaughan/kkex_data_111023/'
'''
path_to_file = 'power_data_110923_mmt.csv' path_to_file = 'power_data_111023_mmt.csv'
csv_1 = pandas.read_csv(path_to_file) csv_1 = pandas.read_csv(path_to_file)
print(csv_1) print(csv_1)
@ -31,7 +31,7 @@ for index, row in csv_1.iterrows():
#csv_1['up.fac.mean'] = up_fac_mean #csv_1['up.fac.mean'] = up_fac_mean
csv_1['pkg'] = pkg_name csv_1['pkg'] = pkg_name
print(csv_1) print(csv_1)
csv_1.to_csv('power_data_110923_mmt.csv') csv_1.to_csv('power_data_111023_mmt.csv')
''' '''
with open('/data/users/mgaughan/power_data_111023.csv', "w") as csv_file: with open('/data/users/mgaughan/power_data_111023.csv', "w") as csv_file:
@ -51,3 +51,4 @@ with open('/data/users/mgaughan/power_data_111023.csv', "w") as csv_file:
new_row.append(data['perceval_obj']['collaborators']) new_row.append(data['perceval_obj']['collaborators'])
new_row.append(data['gha_obj']['milestone_count']) new_row.append(data['gha_obj']['milestone_count'])
writer.writerow(new_row) writer.writerow(new_row)
'''

406
power_data_111023_mmt.csv
View File

@ -1,203 +1,203 @@
"","repo","age","contributors","collaborators","milestones","mmt","old_mmt" ,Unnamed: 0,repo,age,contributors,collaborators,milestones,mmt,old_mmt,pkg
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"156","python-debian-team_python-debian.git_result.json",5695.98798611111,17,34,0,1.66666666666667,0.333333333333333 155,156,python-debian-team_python-debian.git_result.json,5695.98798611111,17,34,0,1.66666666666667,0.333333333333333,python-debian
"157","PyMySQL_mysqlclient-python_result.json",5331.70306712963,52,38,1,1.42222222222222,0.577777777777778 156,157,PyMySQL_mysqlclient-python_result.json,5331.70306712963,52,38,1,1.42222222222222,0.577777777777778,mysqlclient-python
"158","openstack_oslotest_result.json",4300.30221064815,7,89,0,1.92708333333333,0.0729166666666667 157,158,openstack_oslotest_result.json,4300.30221064815,7,89,0,1.92708333333333,0.0729166666666667,oslotest
"159","git.launchpad.net_ubuntu-dev-tools_result.json",5715.85545138889,9,121,0,1.93076923076923,0.0692307692307692 158,159,git.launchpad.net_ubuntu-dev-tools_result.json,5715.85545138889,9,121,0,1.93076923076923,0.0692307692307692,ubuntu-dev-tools
"160","cfv-project_cfv_result.json",5382.88423611111,2,8,1,1.8,0.2 159,160,cfv-project_cfv_result.json,5382.88423611111,2,8,1,1.8,0.2,cfv
"161","translate_translate_result.json",5748.95377314815,95,49,2,1.34027777777778,0.659722222222222 160,161,translate_translate_result.json,5748.95377314815,95,49,2,1.34027777777778,0.659722222222222,translate
"162","gammu_python-gammu_result.json",5717.43403935185,147,25,0,1.1453488372093,0.854651162790698 161,162,gammu_python-gammu_result.json,5717.43403935185,147,25,0,1.1453488372093,0.854651162790698,python-gammu
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"169","20kly_20kly_result.json",4073.73234953704,0,3,0,2,0 168,169,20kly_20kly_result.json,4073.73234953704,0,3,0,2.0,0.0,20kly
"170","stefanor_rebuildd.git_result.json",5357.05392361111,9,3,0,1.25,0.75 169,170,stefanor_rebuildd.git_result.json,5357.05392361111,9,3,0,1.25,0.75,rebuildd
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"173","FCS-analysis_PyCorrFit_result.json",3799.07150462963,2,8,3,1.8,0.2 172,173,FCS-analysis_PyCorrFit_result.json,3799.07150462963,2,8,3,1.8,0.2,PyCorrFit
"174","OpenKMIP_PyKMIP_result.json",3440.93412037037,21,34,1,1.61818181818182,0.381818181818182 173,174,OpenKMIP_PyKMIP_result.json,3440.93412037037,21,34,1,1.61818181818182,0.381818181818182,PyKMIP
"175","mnemosyne-proj_mnemosyne_result.json",5745.01585648148,6,40,0,1.8695652173913,0.130434782608696 174,175,mnemosyne-proj_mnemosyne_result.json,5745.01585648148,6,40,0,1.8695652173913,0.130434782608696,mnemosyne
"176","openstack_python-designateclient_result.json",3968.90725694444,14,117,0,1.89312977099237,0.106870229007634 175,176,openstack_python-designateclient_result.json,3968.90725694444,14,117,0,1.89312977099237,0.106870229007634,python-designateclient
"177","scipy_scipy_result.json",5754.23090277778,795,783,2,1.49619771863118,0.503802281368821 176,177,scipy_scipy_result.json,5754.23090277778,795,783,2,1.49619771863118,0.503802281368821,scipy
"178","ldtp_ldtp_result.json",302.468854166667,0,1,0,2,0 177,178,ldtp_ldtp_result.json,302.468854166667,0,1,0,2.0,0.0,ldtp
"179","GNOME_meld.git_result.json",5708.7421875,186,123,0,1.39805825242718,0.601941747572815 178,179,GNOME_meld.git_result.json,5708.7421875,186,123,0,1.39805825242718,0.601941747572815,meld
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"181","OfflineIMAP_offlineimap_result.json",5505.29258101852,135,27,4,1.16666666666667,0.833333333333333 180,181,OfflineIMAP_offlineimap_result.json,5505.29258101852,135,27,4,1.16666666666667,0.833333333333333,offlineimap
"182","Kozea_Radicale_result.json",5226.07313657407,36,98,2,1.73134328358209,0.26865671641791 181,182,Kozea_Radicale_result.json,5226.07313657407,36,98,2,1.73134328358209,0.26865671641791,Radicale
"183","python-ldap_python-ldap_result.json",5698.67922453704,29,14,3,1.32558139534884,0.674418604651163 182,183,python-ldap_python-ldap_result.json,5698.67922453704,29,14,3,1.32558139534884,0.674418604651163,python-ldap
"184","pastebinit_pastebinit_result.json",5396.36697916667,3,28,0,1.90322580645161,0.0967741935483871 183,184,pastebinit_pastebinit_result.json,5396.36697916667,3,28,0,1.90322580645161,0.0967741935483871,pastebinit
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"188","openstack_os-apply-config_result.json",3914.18924768519,4,63,0,1.94029850746269,0.0597014925373134 187,188,openstack_os-apply-config_result.json,3914.18924768519,4,63,0,1.94029850746269,0.0597014925373134,os-apply-config
"189","openstack_pyghmi_result.json",2323.77041666667,8,41,0,1.83673469387755,0.163265306122449 188,189,openstack_pyghmi_result.json,2323.77041666667,8,41,0,1.83673469387755,0.163265306122449,pyghmi
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"192","otsaloma_gaupol_result.json",5537.18649305556,17,10,0,1.37037037037037,0.62962962962963 191,192,otsaloma_gaupol_result.json,5537.18649305556,17,10,0,1.37037037037037,0.62962962962963,gaupol
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"194","openstack_ldappool_result.json",4361.8169212963,9,41,0,1.82,0.18 193,194,openstack_ldappool_result.json,4361.8169212963,9,41,0,1.82,0.18,ldappool
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"197","venthur_python-debianbts_result.json",5257.84133101852,2,16,0,1.88888888888889,0.111111111111111 196,197,venthur_python-debianbts_result.json,5257.84133101852,2,16,0,1.88888888888889,0.111111111111111,python-debianbts
"198","x_wsme.git_result.json",4385.93282407407,5,51,0,1.91071428571429,0.0892857142857143 197,198,x_wsme.git_result.json,4385.93282407407,5,51,0,1.91071428571429,0.0892857142857143,wsme
"199","ankitects_anki_result.json",5520.82928240741,122,181,2,1.5973597359736,0.402640264026403 198,199,ankitects_anki_result.json,5520.82928240741,122,181,2,1.5973597359736,0.402640264026403,anki
"200","wxgeo_geophar_result.json",4439.42601851852,0,6,0,2,0 199,200,wxgeo_geophar_result.json,4439.42601851852,0,6,0,2.0,0.0,geophar
"201","openstack_heat-cfntools_result.json",4156.79278935185,11,65,0,1.85526315789474,0.144736842105263 200,201,openstack_heat-cfntools_result.json,4156.79278935185,11,65,0,1.85526315789474,0.144736842105263,heat-cfntools
"202","GNOME_gnome-music.git_result.json",4115.79041666667,277,164,0,1.3718820861678,0.6281179138322 201,202,GNOME_gnome-music.git_result.json,4115.79041666667,277,164,0,1.3718820861678,0.6281179138322,gnome-music

1 Unnamed: 0 repo age contributors collaborators milestones mmt old_mmt pkg
2 1 0 1 bcgsc_SSAKE_result.json 3219.92564814815 1 5 0 1.83333333333333 0.166666666666667 SSAKE
3 2 1 2 arandr_arandr.git_result.json 5334.45178240741 82 8 0 1.08888888888889 0.911111111111111 arandr
4 3 2 3 pronovic_cedar-backup2_result.json 424.797465277778 0 5 0 2 2.0 0 0.0 cedar-backup2
5 4 3 4 ksh93_ksh_result.json 2813.06396990741 20 10 0 1.33333333333333 0.666666666666667 ksh
6 5 4 5 openstack_hacking_result.json 4841.13130787037 8 203 0 1.96208530805687 0.037914691943128 hacking
7 6 5 6 git.launchpad.net_ufw_result.json 5699.84666666667 1 13 0 1.92857142857143 0.0714285714285714 ufw
8 7 6 7 SpamExperts_pyzor_result.json 5279.20960648148 6 19 1 1.76 0.24 pyzor
9 8 7 8 etingof_pysnmp_result.json 4346.81112268519 17 11 0 1.39285714285714 0.607142857142857 pysnmp
10 9 8 9 httplib2_httplib2_result.json 5422.78184027778 50 36 0 1.41860465116279 0.581395348837209 httplib2
11 10 9 10 OSGeo_grass_result.json 5675.03436342593 79 60 5 1.43165467625899 0.568345323741007 grass
12 11 10 11 cogent3_cogent3_result.json 3974.24590277778 7 87 5 1.92553191489362 0.074468085106383 cogent3
13 12 11 12 debian_debian-goodies.git_result.json 3986.26633101852 10 9 0 1.47368421052632 0.526315789473684 debian-goodies
14 13 12 13 openstack_python-saharaclient_result.json 3823.89311342593 10 118 0 1.921875 0.078125 python-saharaclient
15 14 13 14 ytdl-org_youtube-dl_result.json 5542.99671296296 597 455 5 1.43250950570342 0.567490494296578 youtube-dl
16 15 14 15 openstack-archive_python-tuskarclient_result.json 2281.21077546296 4 37 0 1.90243902439024 0.0975609756097561 python-tuskarclient
17 16 15 16 jelmer_lintian-brush.git_result.json 1873.14923611111 4 16 0 1.8 0.2 lintian-brush
18 17 16 17 Supervisor_supervisor_result.json 5710.6949537037 47 143 0 1.75263157894737 0.247368421052632 supervisor
19 18 17 18 django_django_result.json 5753.4059375 2687 447 0 1.14262922782387 0.857370772176133 django
20 19 18 19 tools_dh-python.git_result.json 3783.80024305556 37 19 0 1.33928571428571 0.660714285714286 dh-python
21 20 19 20 debian_doc-central.git_result.json 1847.71642361111 6 4 0 1.4 0.6 doc-central
22 21 20 21 openstack_tempest_result.json 4445.06381944444 133 977 0 1.88018018018018 0.11981981981982 tempest
23 22 21 22 ubernostrum_django-registration_result.json 5631.00369212963 7 48 0 1.87272727272727 0.127272727272727 django-registration
24 23 22 23 openSUSE_osc_result.json 5742.81569444444 38 185 6 1.82959641255605 0.170403587443946 osc
25 24 23 24 openstack_tosca-parser_result.json 3424.41236111111 22 110 0 1.83333333333333 0.166666666666667 tosca-parser
26 25 24 25 openstack_glance_store_result.json 3526.84253472222 26 164 0 1.86315789473684 0.136842105263158 glance
27 26 25 26 ahupp_python-magic_result.json 4939.93570601852 16 47 0 1.74603174603175 0.253968253968254 python-magic
28 27 26 27 spyder-ide_spyder_result.json 5205.2816087963 64 270 8 1.80838323353293 0.191616766467066 spyder
29 28 27 28 FontManager_font-manager_result.json 5038.55231481481 54 11 1 1.16923076923077 0.830769230769231 font-manager
30 29 28 29 irmen_Pyro3_result.json 2168.83753472222 0 4 0 2 2.0 0 0.0 Pyro3
31 30 29 30 jwilk-archive_djvusmooth_result.json 5333.1665162037 0 2 0 2 2.0 0 0.0 djvusmooth
32 31 30 31 EGI-Federation_bdii_result.json 5185.3821875 8 9 0 1.52941176470588 0.470588235294118 bdii
33 32 31 32 chinese-team_galternatives.git_result.json 2509.34570601852 3 7 0 1.7 0.3 galternatives
34 33 32 33 TurboGears_crank_result.json 3630.08614583333 0 4 0 2 2.0 0 0.0 crank
35 34 33 34 Nicotine-Plus_nicotine-plus_result.json 5746.67703703704 84 41 0 1.328 0.672 nicotine-plus
36 35 34 35 kassoulet_soundconverter_result.json 5626.47232638889 7 36 0 1.83720930232558 0.162790697674419 soundconverter
37 36 35 36 ojuba-org_monajat_result.json 2971.75086805556 1 14 0 1.93333333333333 0.0666666666666667 monajat
38 37 36 37 openstack_nose-html-output_result.json 3267.2818287037 1 10 0 1.90909090909091 0.0909090909090909 nose-html-output
39 38 37 38 mvo5_unattended-upgrades_result.json 4983.50472222222 29 52 0 1.64197530864198 0.358024691358025 unattended-upgrades
40 39 38 39 applications_debomatic.git_result.json 2079.82677083333 0 9 0 2 2.0 0 0.0 debomatic
41 40 39 40 openstack_deb-swauth_result.json 2885.41262731481 3 41 0 1.93181818181818 0.0681818181818182 deb-swauth
42 41 40 41 geopandas_geopandas_result.json 3788.14655092593 199 32 1 1.13852813852814 0.861471861471861 geopandas
43 42 41 42 falconry_falcon_result.json 3986.0172337963 143 75 7 1.34403669724771 0.655963302752294 falcon
44 43 42 43 ncqgm_gnumed_result.json 5731.20027777778 1 12 0 1.92307692307692 0.0769230769230769 gnumed
45 44 43 44 bup_bup_result.json 5131.7605787037 105 16 0 1.13223140495868 0.867768595041322 bup
46 45 44 45 PackageKit_PackageKit_result.json 5752.50872685185 257 205 0 1.44372294372294 0.556277056277056 PackageKit
47 46 45 46 fweimer_debsecan.git_result.json 3979.07826388889 4 1 0 1.2 0.8 debsecan
48 47 46 47 ncarrier_discus_result.json 1119.01925925926 0 4 0 2 2.0 0 0.0 discus
49 48 47 48 insanum_gcalcli_result.json 4200.55261574074 20 41 3 1.67213114754098 0.327868852459016 gcalcli
50 49 48 49 rss2email_rss2email_result.json 3888.60729166667 25 44 1 1.63768115942029 0.36231884057971 rss2email
51 50 49 50 nuxeo_FunkLoad_result.json 2956.6462962963 0 41 0 2 2.0 0 0.0 FunkLoad
52 51 50 51 georgesk_scolasync_result.json 887.116238425926 0 2 0 2 2.0 0 0.0 scolasync
53 52 51 52 kiorky_SOAPpy_result.json 3057.36087962963 1 11 0 1.91666666666667 0.0833333333333333 SOAPpy
54 53 52 53 pytroll_mpop_result.json 2899.47983796296 0 27 2 2 2.0 0 0.0 mpop
55 54 53 54 python-babel_babel_result.json 5733.77023148148 71 93 2 1.56707317073171 0.432926829268293 babel
56 55 54 55 openstack_swift_result.json 4868.74945601852 50 447 0 1.89939637826962 0.100603621730382 swift
57 56 55 56 mennucc1_debdelta.git_result.json 4595.9715625 7 2 0 1.22222222222222 0.777777777777778 debdelta
58 57 56 57 dcos_dcos-cli_result.json 3046.48930555556 40 53 0 1.56989247311828 0.43010752688172 dcos-cli
59 58 57 58 pixelb_fslint_result.json 4814.19836805556 4 9 0 1.69230769230769 0.307692307692308 fslint
60 59 58 59 eventable_vobject_result.json 3799.91541666667 2 38 1 1.95 0.05 vobject
61 60 59 60 kovidgoyal_calibre_result.json 5754.67767361111 94 317 0 1.7712895377129 0.228710462287105 calibre
62 61 60 61 openstack_deb-python-taskflow_result.json 2173.07488425926 7 95 0 1.93137254901961 0.0686274509803922 deb-python-taskflow
63 62 61 62 pinard_Pymacs_result.json 2214.35011574074 2 9 0 1.81818181818182 0.181818181818182 Pymacs
64 63 62 63 repositories.git_lazygal_result.json 5667.28574074074 2 24 0 1.92307692307692 0.0769230769230769 lazygal
65 64 63 64 orcasgit_python-fitbit_result.json 2733.11769675926 1 37 1 1.97368421052632 0.0263157894736842 python-fitbit
66 65 64 65 openstack_keystone_result.json 4579.39612268519 115 738 0 1.8651817116061 0.134818288393904 keystone
67 66 65 66 pallets_werkzeug_result.json 5754.11783564815 256 251 0 1.49506903353057 0.504930966469428 werkzeug
68 67 66 67 git.launchpad.net_pytz_result.json 5496.83738425926 6 16 0 1.72727272727273 0.272727272727273 pytz
69 68 67 68 eonpatapon_mpDris2_result.json 4512.10386574074 12 20 0 1.625 0.375 mpDris2
70 69 68 69 JPaulMora_Pyrit_result.json 4115.24443287037 3 15 0 1.83333333333333 0.166666666666667 Pyrit
71 70 69 70 openstack_openstackdocstheme_result.json 3122.60966435185 11 82 0 1.88172043010753 0.118279569892473 openstackdocstheme
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