overdue back up

This commit is contained in:
Matthew Gaughan 2024-01-15 11:55:54 -06:00
parent 301973d822
commit 2473daf7f2
8 changed files with 109 additions and 736 deletions

6
011523_uni_contrib.csv Normal file
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@ -0,0 +1,6 @@
project_name,project_owner,api_contrib_count,issue_contrib_count,file_contrib_count,wiki_contrib_count
0xFFFF,pali,6,9,0,0
3270font,kilobyte,9,3,0,0
4pane-debian-dir,dghart,1,2,0,0
4ti2.git,4ti2,0,0,0,0
6tunnel,wojtekka,5,18,0,0
1 project_name project_owner api_contrib_count issue_contrib_count file_contrib_count wiki_contrib_count
2 0xFFFF pali 6 9 0 0
3 3270font kilobyte 9 3 0 0
4 4pane-debian-dir dghart 1 2 0 0
5 4ti2.git 4ti2 0 0 0 0
6 6tunnel wojtekka 5 18 0 0

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@ -1 +0,0 @@
{"success_rate": 0.18181818181818182, "final_index": 11, "total_success": 2, "no_upstream_info": 6}

32
check_contrib_file.py Normal file
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@ -0,0 +1,32 @@
import csv
import json
import os
from git import Repo
import shutil
key = os.environ.get('KKEXKEY')
def main():
wd = os.getcwd()
with open("expanded_data_final.csv", "r") as file:
reader = csv.reader(file)
for i, line in enumerate(reader):
print("")
repo_name = line[5].strip().split("/")[-1]
print("on " + repo_name)
repo_url = str(line[5].strip())
temp_dir = "/data/users/mgaughan/kkex_contrib_files_122023/tmp/" + repo_name
try:
Repo.clone_from(repo_url, temp_dir)
except:
print("issue cloning")
continue
if os.path.exists(temp_dir + "/.all-contributorsrc"):
shutil.copyfile(temp_dir + "/.all-contributorsrc", "/data/users/mgaughan/kkex_contrib_files_122023/contributing_lists/" + repo_name + "_contrib.json")
if os.path.exists(temp_dir + "/CONTRIBUTING.md"):
shutil.copyfile(temp_dir + "/CONTRIBUTING.md", "/data/users/mgaughan/kkex_contrib_files_122023/contribute_inst/" + repo_name + "_inst.md")
shutil.rmtree(temp_dir, ignore_errors=True)
if __name__ == "__main__":
main()

29
instructions_analysis.py Normal file
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@ -0,0 +1,29 @@
import csv
import os
import nltk
#from nltk.stem import WordNetLemmatizer
nltk.download('wordnet')
def main():
instructions_dir = "/data/users/mgaughan/kkex_contrib_files_122023/contribute_inst/"
for filename in os.listdir(instructions_dir):
instructions_metadata = {}
print(filename)
with open(instructions_dir + filename, "r") as file:
word_list = file.read().split()
word_count = len(word_list)
lemmatized_words = []
for word in word_list:
lemma_word = nltk.WordNetLemmatizer().lemmatize(word)
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)
print(word_count)
if __name__ == "__main__":
main()

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@ -4,30 +4,58 @@ import json
import sys
import subprocess
import csv
import ast
#sys.path.append('../octohatrack')
#import octohatrack.__main__ as oh
csv_path = "011523_uni_contrib.csv"
def main():
wd = os.getcwd()
with open(csv_path, 'w', newline='') as output_file:
keys = ["project_name", "project_owner", "api_contrib_count", "issue_contrib_count", "file_contrib_count", "wiki_contrib_count"]
dict_writer = csv.DictWriter(output_file, keys)
dict_writer.writeheader()
with open("expanded_data_final.csv", "r") as file:
reader = csv.reader(file)
for i, line in enumerate(reader):
project_dict ={}
if "github" not in line[5]:
continue
repo_name = line[5].strip()[19:]
print(repo_name)
project_dict["project_name"] = repo_name.split("/")[1]
project_dict["project_owner"]= repo_name.split("/")[0]
os.chdir("../octohatrack")
os.environ["GITHUB_TOKEN"] =
try:
subprocess.run(['python3', '-m', 'octohatrack', repo_name])
octohatrack_results = subprocess.run(['python3', '-m', 'octohatrack', repo_name, '--wait-for-reset'], capture_output = True, text=True).stdout
except:
print("issue with the repository, string indices must be integers")
continue
os.chdir(wd)
split_results = octohatrack_results.split("\n")
for entry in split_results:
print("-------------")
if "{'api_contributors'" in entry:
formatted = ast.literal_eval(entry)
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['file_contributors'])
#project_dict["wiki_contrib_list"] = formatted['file_contributors']
dict_writer.writerow(project_dict)
with open('/data/users/mgaughan/kkex_contrib_uni_011523/' + 'contrib_roster_' + project_dict["project_name"] + '.json', 'w') as data_path:
json.dump(formatted, data_path)
#os.chdir("../octohatrack")
#subprocess.run(['python3', '-m', 'octohatrack', 'bluesky-social/atproto'])
#os.chdir(wd)
#def parse_results(string_results):
# for letter in string_results:
if __name__ == "__main__":
main()

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@ -1,196 +0,0 @@
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7 SpamExperts_pyzor_result.json 3447.6355902777777 6 19 1
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12 mhagger_cvs2svn_result.json 3413.1344328703703 3 3 0
13 debian_debian-goodies.git_result.json 3339.0350925925927 10 9 0
14 openstack_python-saharaclient_result.json 3592.8167013888888 10 112 0
15 ytdl-org_youtube-dl_result.json 3606.227627314815 583 343 4
16 openstack-archive_python-tuskarclient_result.json 2144.0319444444444 4 30 0
17 jelmer_lintian-brush.git_result.json 1865.9665277777779 4 16 0
18 Supervisor_supervisor_result.json 2264.8975810185184 46 107 0
19 django_django_result.json 3567.50193287037 2566 188 0
20 tools_dh-python.git_result.json 3600.177291666667 32 18 0
21 debian_doc-central.git_result.json 1847.7164236111112 6 4 0
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@ -1,196 +0,0 @@
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194,194,195,GNOME_gnome-music.git_result.json,3646.6490162037,263,124,0,1.32041343669251,gnome-music
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105 103 103 104 georgesk_expeyes.git_result.json 1948.9528125 1 2 0 1.66666666666667 expeyes
106 104 104 105 lesscpy_lesscpy_result.json 3235.92547453704 2 26 0 1.92857142857143 lesscpy
107 105 105 106 libs_python-diskimage-builder.git_result.json 3561.87346064815 46 342 0 1.88144329896907 python-diskimage-builder
108 106 106 107 pypa_virtualenv_result.json 3647.93207175926 177 53 0 1.2304347826087 virtualenv
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110 108 108 109 rdiff-backup_rdiff-backup_result.json 2122.15666666667 47 18 3 1.27692307692308 rdiff-backup
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121 119 119 120 GNOME_alacarte.git_result.json 3598.02471064815 39 16 0 1.29090909090909 alacarte
122 120 120 121 installer-team_mklibs.git_result.json 2891.12761574074 1 8 0 1.88888888888889 mklibs
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124 122 122 123 kgiusti_pyngus_result.json 3426.26207175926 0 6 0 2.0 pyngus
125 123 123 124 virt-viewer_virt-viewer.git_result.json 3603.97689814815 52 32 0 1.38095238095238 virt-viewer
126 124 124 125 nicfit_eyeD3_result.json 2366.4678587963 17 13 2 1.43333333333333 eyeD3
127 125 125 126 NTPsec_ntpsec.git_result.json 3637.62555555556 37 56 0 1.60215053763441 ntpsec
128 126 126 127 jonashaag_klaus_result.json 3620.16456018519 13 24 0 1.64864864864865 klaus
129 127 127 128 enthought_mayavi_result.json 3540.84373842593 14 55 2 1.79710144927536 mayavi
130 128 128 129 mitsuhiko_python-geoip_result.json 0.741041666666667 0 1 0 2.0 python-geoip
131 129 129 130 openstack_python-ironic-inspector-client_result.json 3018.57487268519 6 58 0 1.90625 python-ironic-inspector-client
132 130 130 131 openstack_python-scciclient_result.json 1708.93451388889 4 23 0 1.85185185185185 python-scciclient
133 131 131 132 Shoobx_xmldiff_result.json 2018.57893518519 11 9 0 1.45 xmldiff
134 132 132 133 python_python-sure.git_result.json 3549.28721064815 13 31 0 1.70454545454545 python-sure
135 133 133 134 sposh-science_pycode-browser_result.json 2876.73696759259 3 7 0 1.7 pycode-browser
136 134 134 135 neovim_pynvim_result.json 3448.70126157407 26 35 0 1.57377049180328 pynvim
137 135 135 136 Supybot_Supybot_result.json 1584.87575231481 5 4 0 1.44444444444444 Supybot
138 136 136 137 OpenShot_openshot-qt_result.json 3621.64975694444 26 46 0 1.63888888888889 openshot-qt
139 137 137 138 fabiangreffrath_woof_result.json 2634.53842592593 19 5 5 1.20833333333333 woof
140 138 138 139 dimitri_pgloader_result.json 3651.96373842593 69 41 2 1.37272727272727 pgloader
141 139 139 140 gajim_gajim_result.json 3308.42216435185 27 69 0 1.71875 gajim
142 140 140 141 wikier_swaml_result.json 281.883414351852 0 1 0 2.0 swaml
143 141 141 142 cython_cython_result.json 3650.22090277778 223 218 9 1.49433106575964 cython
144 142 142 143 qemu-project_qemu.git_result.json 3627.3869212963 2149 122 0 1.05372082782915 qemu
145 143 143 144 opencobra_cobrapy_result.json 3644.75186342593 30 43 1 1.58904109589041 cobrapy
146 144 144 145 Alir3z4_html2text_result.json 3033.03146990741 13 48 0 1.78688524590164 html2text
147 145 145 146 reportbug-team_reportbug.git_result.json 3477.02266203704 27 23 0 1.46 reportbug
148 146 146 147 openstack_sahara_result.json 3525.62542824074 39 316 0 1.89014084507042 sahara
149 147 147 148 twisted_axiom_result.json 3288.75935185185 2 14 0 1.875 axiom
150 148 148 149 georgesk_pysatellites.git_result.json 1.23224537037037 0 1 0 2.0 pysatellites
151 149 149 150 geopython_pywps_result.json 3643.81092592593 18 58 2 1.76315789473684 pywps
152 150 150 151 asciidoc-py_asciidoc-py_result.json 3527.6969212963 29 33 3 1.53225806451613 asciidoc-py
153 151 151 152 micheles_decorator_result.json 3559.44356481481 6 20 0 1.76923076923077 decorator
154 152 152 153 python-debian-team_python-debian.git_result.json 3403.42841435185 13 27 0 1.675 python-debian
155 153 153 154 PyMySQL_mysqlclient-python_result.json 3540.0324537037 51 29 1 1.3625 mysqlclient-python
156 154 154 155 openstack_oslotest_result.json 3444.663125 7 77 0 1.91666666666667 oslotest
157 155 155 156 git.launchpad.net_ubuntu-dev-tools_result.json 3574.16515046296 9 48 0 1.84210526315789 ubuntu-dev-tools
158 156 156 157 cfv-project_cfv_result.json 1707.90202546296 2 7 1 1.77777777777778 cfv
159 157 157 158 translate_translate_result.json 3649.83452546296 88 30 2 1.25423728813559 translate
160 158 158 159 gammu_python-gammu_result.json 3633.24517361111 35 9 0 1.20454545454545 python-gammu
161 159 159 160 GNOME_gnome-sudoku.git_result.json 3651.86215277778 133 89 0 1.4009009009009 gnome-sudoku
162 160 160 161 pycrypto_pycrypto_result.json 2955.65322916667 7 4 0 1.36363636363636 pycrypto
163 161 161 162 GNOME_pitivi.git_result.json 3635.4703125 149 83 0 1.35775862068966 pitivi
164 162 162 163 apps_catfish.git_result.json 3646.72689814815 125 14 0 1.10071942446043 catfish
165 163 163 164 20kly_20kly_result.json 659.338854166667 0 1 0 2.0 20kly
166 164 164 165 stefanor_rebuildd.git_result.json 2.95142361111111 0 1 0 2.0 rebuildd
167 165 165 166 andrewgee_gpxviewer_result.json 2486.6546875 4 4 0 1.5 gpxviewer
168 166 166 167 dstat-real_dstat_result.json 2396.44107638889 4 17 2 1.80952380952381 dstat
169 167 167 168 FCS-analysis_PyCorrFit_result.json 3445.14829861111 2 8 3 1.8 PyCorrFit
170 168 168 169 OpenKMIP_PyKMIP_result.json 3440.93412037037 21 34 1 1.61818181818182 PyKMIP
171 169 169 170 mnemosyne-proj_mnemosyne_result.json 3641.94207175926 6 31 0 1.83783783783784 mnemosyne
172 170 170 171 openstack_python-designateclient_result.json 3587.01260416667 14 113 0 1.88976377952756 python-designateclient
173 171 171 172 scipy_scipy_result.json 3651.2278587963 760 689 2 1.47550034506556 scipy
174 172 172 173 GNOME_meld.git_result.json 3241.10178240741 134 68 0 1.33663366336634 meld
175 173 173 174 pyblosxom_pyblosxom_result.json 3050.37287037037 2 9 1 1.81818181818182 pyblosxom
176 174 174 175 OfflineIMAP_offlineimap_result.json 3146.89478009259 84 15 4 1.15151515151515 offlineimap
177 175 175 176 Kozea_Radicale_result.json 3417.17155092593 29 57 2 1.66279069767442 Radicale
178 176 176 177 python-ldap_python-ldap_result.json 3631.71702546296 29 13 3 1.30952380952381 python-ldap
179 177 177 178 pastebinit_pastebinit_result.json 3262.98521990741 3 12 0 1.8 pastebinit
180 178 178 179 apt-team_python-apt.git_result.json 3520.26155092593 21 24 0 1.53333333333333 python-apt
181 179 179 180 ipython_ipython_result.json 3650.33896990741 200 611 5 1.75339087546239 ipython
182 180 180 181 jaymzh_pius_result.json 3354.85895833333 16 8 0 1.33333333333333 pius
183 181 181 182 openstack_os-apply-config_result.json 3620.59336805556 4 58 0 1.93548387096774 os-apply-config
184 182 182 183 openstack_pyghmi_result.json 2091.94354166667 8 39 0 1.82978723404255 pyghmi
185 183 183 184 mvo5_apt-clone_result.json 2597.345625 3 9 0 1.75 apt-clone
186 184 184 185 openstack_swift-bench_result.json 3518.02263888889 8 19 0 1.7037037037037 swift-bench
187 185 185 186 otsaloma_gaupol_result.json 3619.54949074074 9 6 0 1.4 gaupol
188 186 186 187 ansible_ansible_result.json 3651.94734953704 5269 1322 1 1.20057654377181 ansible
189 187 187 188 openstack_ldappool_result.json 2702.96313657407 9 36 0 1.8 ldappool
190 188 188 189 gnome-terminator_terminator_result.json 3598.30081018519 22 84 2 1.79245283018868 terminator
191 189 189 190 venthur_python-debianbts_result.json 3401.83009259259 0 16 0 2.0 python-debianbts
192 190 190 191 x_wsme.git_result.json 3594.74074074074 5 43 0 1.89583333333333 wsme
193 191 191 192 ankitects_anki_result.json 3650.33571759259 114 147 2 1.5632183908046 anki
194 192 192 193 wxgeo_geophar_result.json 3368.33974537037 0 3 0 2.0 geophar
195 193 193 194 openstack_heat-cfntools_result.json 3532.89836805556 9 46 0 1.83636363636364 heat-cfntools
196 194 194 195 GNOME_gnome-music.git_result.json 3646.6490162037 263 124 0 1.32041343669251 gnome-music

View File

@ -1,329 +0,0 @@
,Unnamed: 0,repo,age,contributors,collaborators,milestones,mmt,up.fac.mean
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1,2,pronovic_cedar-backup2_result.json,424.797465277778,0,5,0,2.0,"1516 -2.23963
Name: up.fac.mean, dtype: float64"
2,3,ksh93_ksh_result.json,2813.06396990741,20,10,0,1.33333333333333,"7582 2.109004
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3,4,openstack_hacking_result.json,3604.47774305556,7,92,0,1.92929292929293,"Series([], Name: up.fac.mean, dtype: float64)"
4,5,git.launchpad.net_ufw_result.json,1996.98329861111,1,7,0,1.875,"20389 0.261556
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5,6,SpamExperts_pyzor_result.json,3447.63559027778,6,19,1,1.76,"16728 0.917153
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6,7,etingof_pysnmp_result.json,2324.80037037037,17,11,0,1.39285714285714,"Series([], Name: up.fac.mean, dtype: float64)"
7,8,httplib2_httplib2_result.json,3331.05267361111,50,21,0,1.29577464788732,"Series([], Name: up.fac.mean, dtype: float64)"
8,9,OSGeo_grass_result.json,3652.39002314815,79,50,5,1.38759689922481,"5585 0.250915
Name: up.fac.mean, dtype: float64"
9,10,cogent3_cogent3_result.json,3638.11436342593,7,58,5,1.89230769230769,"Series([], Name: up.fac.mean, dtype: float64)"
10,11,mhagger_cvs2svn_result.json,3413.13443287037,3,3,0,1.5,"2251 0.849819
Name: up.fac.mean, dtype: float64"
11,12,debian_debian-goodies.git_result.json,3339.03509259259,10,9,0,1.47368421052632,"2459 0.307273
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12,13,openstack_python-saharaclient_result.json,3592.81670138889,10,112,0,1.91803278688525,"16448 -0.888672
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13,14,ytdl-org_youtube-dl_result.json,3606.22762731481,583,343,4,1.37041036717063,"21729 0.256334
Name: up.fac.mean, dtype: float64"
14,15,openstack-archive_python-tuskarclient_result.json,2144.03194444444,4,30,0,1.88235294117647,"16582 -3.220496
Name: up.fac.mean, dtype: float64"
15,16,jelmer_lintian-brush.git_result.json,1865.96652777778,4,16,0,1.8,"11167 -0.763433
Name: up.fac.mean, dtype: float64"
16,17,Supervisor_supervisor_result.json,2264.89758101852,46,107,0,1.69934640522876,"19499 0.650113
Name: up.fac.mean, dtype: float64"
17,18,django_django_result.json,3567.50193287037,2566,188,0,1.06826434277415,"Series([], Name: up.fac.mean, dtype: float64)"
18,19,tools_dh-python.git_result.json,3600.17729166667,32,18,0,1.36,"2603 0.975365
Name: up.fac.mean, dtype: float64"
19,20,debian_doc-central.git_result.json,1847.71642361111,6,4,0,1.4,"2869 1.532281
Name: up.fac.mean, dtype: float64"
20,21,openstack_tempest_result.json,3630.80792824074,126,869,0,1.87336683417085,"19799 -2.838399
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21,22,ubernostrum_django-registration_result.json,2898.06666666667,7,33,0,1.825,"Series([], Name: up.fac.mean, dtype: float64)"
22,23,sagemath_sage_result.json,1624.38295138889,87,364,2,1.80709534368071,"Series([], Name: up.fac.mean, dtype: float64)"
23,24,openSUSE_osc_result.json,3644.50706018519,21,130,6,1.86092715231788,"13845 -0.563678
Name: up.fac.mean, dtype: float64"
24,25,openstack_tosca-parser_result.json,3424.41236111111,22,110,0,1.83333333333333,"Series([], Name: up.fac.mean, dtype: float64)"
25,26,openstack_glance_store_result.json,3526.84253472222,26,164,0,1.86315789473684,"4807 -1.282736
Name: up.fac.mean, dtype: float64"
26,27,ahupp_python-magic_result.json,3565.34756944444,16,37,0,1.69811320754717,"16079 0.647919
Name: up.fac.mean, dtype: float64"
27,28,spyder-ide_spyder_result.json,3651.50636574074,64,259,8,1.80185758513932,"19249 0.411512
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28,29,FontManager_font-manager_result.json,3359.76890046296,54,11,0,1.16923076923077,"3911 0.501895
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29,30,irmen_Pyro3_result.json,0.0,1,1,0,1.5,"Series([], Name: up.fac.mean, dtype: float64)"
30,31,jwilk-archive_djvusmooth_result.json,72.0140046296296,0,1,0,2.0,"2805 -0.707425
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31,32,EGI-Federation_bdii_result.json,3295.27372685185,8,6,0,1.42857142857143,"907 -1.795335
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32,33,chinese-team_galternatives.git_result.json,2509.34570601852,3,7,0,1.7,"4419 0.381095
Name: up.fac.mean, dtype: float64"
33,34,TurboGears_crank_result.json,2267.42481481481,0,2,0,2.0,"Series([], Name: up.fac.mean, dtype: float64)"
34,35,Nicotine-Plus_nicotine-plus_result.json,2909.64869212963,84,31,0,1.2695652173913,"Series([], Name: up.fac.mean, dtype: float64)"
35,36,kassoulet_soundconverter_result.json,3075.46180555556,7,26,0,1.78787878787879,"19110 0.454074
Name: up.fac.mean, dtype: float64"
36,37,openstack_nose-html-output_result.json,2441.324375,1,7,0,1.875,"Series([], Name: up.fac.mean, dtype: float64)"
37,38,mvo5_unattended-upgrades_result.json,3194.09592592593,29,42,0,1.59154929577465,"20447 1.073773
Name: up.fac.mean, dtype: float64"
38,39,applications_debomatic.git_result.json,3607.61861111111,0,7,0,2.0,"2491 -0.81581
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39,40,openstack_deb-swauth_result.json,1956.50621527778,2,27,0,1.93103448275862,"Series([], Name: up.fac.mean, dtype: float64)"
40,41,geopandas_geopandas_result.json,3651.59908564815,200,28,1,1.12280701754386,"Series([], Name: up.fac.mean, dtype: float64)"
41,42,falconry_falcon_result.json,3639.00728009259,142,64,7,1.31067961165049,"3538 0.105358
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42,43,ncqgm_gnumed_result.json,3627.34760416667,1,4,0,1.8,"Series([], Name: up.fac.mean, dtype: float64)"
43,44,bup_bup_result.json,3635.72486111111,64,4,0,1.05882352941176,"1274 0.702973
Name: up.fac.mean, dtype: float64"
44,45,PackageKit_PackageKit_result.json,3459.31636574074,104,53,0,1.33757961783439,"Series([], Name: up.fac.mean, dtype: float64)"
45,46,fweimer_debsecan.git_result.json,2136.30371527778,4,1,0,1.2,"2500 0.710243
Name: up.fac.mean, dtype: float64"
46,47,ncarrier_discus_result.json,1119.01925925926,0,4,0,2.0,"2714 1.170502
Name: up.fac.mean, dtype: float64"
47,48,insanum_gcalcli_result.json,3625.01434027778,20,31,3,1.6078431372549,"4505 1.044381
Name: up.fac.mean, dtype: float64"
48,49,rss2email_rss2email_result.json,3551.51844907407,22,40,1,1.64516129032258,"17599 0.331486
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49,50,nuxeo_FunkLoad_result.json,800.969085648148,0,10,0,2.0,"Series([], Name: up.fac.mean, dtype: float64)"
50,51,georgesk_scolasync_result.json,340.822905092593,0,1,0,2.0,"18562 -2.122194
Name: up.fac.mean, dtype: float64"
51,52,kiorky_SOAPpy_result.json,1814.96144675926,2,6,0,1.75,"Series([], Name: up.fac.mean, dtype: float64)"
52,53,pytroll_mpop_result.json,1640.51547453704,0,19,2,2.0,"12296 -0.14663
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53,54,python-babel_babel_result.json,3631.79181712963,71,79,2,1.52666666666667,"Series([], Name: up.fac.mean, dtype: float64)"
54,55,openstack_swift_result.json,3582.56267361111,50,353,0,1.87593052109181,"19556 -0.744861
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55,56,mennucc1_debdelta.git_result.json,3390.91454861111,7,1,0,1.125,"2438 0.769996
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56,57,dcos_dcos-cli_result.json,3046.48930555556,40,53,0,1.56989247311828,"Series([], Name: up.fac.mean, dtype: float64)"
57,58,pixelb_fslint_result.json,2746.05175925926,4,6,0,1.6,"4295 1.396312
Name: up.fac.mean, dtype: float64"
58,59,eventable_vobject_result.json,1609.99188657407,2,34,0,1.94444444444444,"Series([], Name: up.fac.mean, dtype: float64)"
59,60,kovidgoyal_calibre_result.json,3650.93313657407,93,235,0,1.71646341463415,"1376 0.865144
Name: up.fac.mean, dtype: float64"
60,61,openstack_deb-python-taskflow_result.json,1988.40951388889,7,90,0,1.92783505154639,"Series([], Name: up.fac.mean, dtype: float64)"
61,62,pinard_Pymacs_result.json,40.3152777777778,0,2,0,2.0,"Series([], Name: up.fac.mean, dtype: float64)"
62,63,repositories.git_lazygal_result.json,3518.76293981481,2,8,0,1.8,"7728 -0.673305
Name: up.fac.mean, dtype: float64"
63,64,orcasgit_python-fitbit_result.json,2022.53310185185,1,29,1,1.96666666666667,"15866 -1.685635
Name: up.fac.mean, dtype: float64"
64,65,openstack_keystone_result.json,3615.855,99,558,0,1.84931506849315,"7354 -2.18926
Name: up.fac.mean, dtype: float64"
65,66,git.launchpad.net_pytz_result.json,3371.84575231481,6,14,0,1.7,"Series([], Name: up.fac.mean, dtype: float64)"
66,67,eonpatapon_mpDris2_result.json,3566.42409722222,12,18,0,1.6,"Series([], Name: up.fac.mean, dtype: float64)"
67,68,JPaulMora_Pyrit_result.json,1541.68674768519,3,11,0,1.78571428571429,"Series([], Name: up.fac.mean, dtype: float64)"
68,69,openstack_openstackdocstheme_result.json,3122.60966435185,11,82,0,1.88172043010753,"Series([], Name: up.fac.mean, dtype: float64)"
69,70,debian_dput.git_result.json,2894.08686342593,3,7,0,1.7,"2970 0.463941
Name: up.fac.mean, dtype: float64"
70,71,toddy_isoquery.git_result.json,3567.13287037037,17,7,0,1.29166666666667,"6829 -0.29376
Name: up.fac.mean, dtype: float64"
71,72,debian_apt-xapian-index.git_result.json,2382.9921875,4,9,0,1.69230769230769,"471 1.598914
Name: up.fac.mean, dtype: float64"
72,73,RTimothyEdwards_XCircuit_result.json,1946.3653587963,3,2,0,1.4,"Series([], Name: up.fac.mean, dtype: float64)"
73,74,firecat53_urlscan_result.json,3326.71078703704,9,10,0,1.52631578947368,"20529 1.38478
Name: up.fac.mean, dtype: float64"
74,75,jupyter_notebook_result.json,3650.83797453704,218,433,10,1.66513056835637,"Series([], Name: up.fac.mean, dtype: float64)"
75,76,sqlalchemy_dogpile.cache_result.json,3621.05269675926,21,30,1,1.58823529411765,"Series([], Name: up.fac.mean, dtype: float64)"
76,77,git.launchpad.net_wicd_result.json,3433.48946759259,1,11,0,1.91666666666667,"20998 2.819923
Name: up.fac.mean, dtype: float64"
77,78,veusz_veusz_result.json,3627.71315972222,13,30,0,1.69767441860465,"20689 0.944039
Name: up.fac.mean, dtype: float64"
78,79,pagure.io_libuser.git_result.json,3465.91064814815,7,11,0,1.61111111111111,"10837 2.221418
Name: up.fac.mean, dtype: float64"
79,80,repo.or.cz_iotop.git_result.json,3270.32079861111,5,1,0,1.16666666666667,"6727 0.172352
Name: up.fac.mean, dtype: float64"
80,81,openstack_os-testr_result.json,2744.22461805556,9,57,0,1.86363636363636,"Series([], Name: up.fac.mean, dtype: float64)"
81,82,reproducible-builds_diffoscope.git_result.json,3325.77443287037,36,56,0,1.60869565217391,"2674 -0.346309
Name: up.fac.mean, dtype: float64"
82,83,arthurdejong_webcheck_result.json,27.1628472222222,0,1,0,2.0,"20934 -0.551246
Name: up.fac.mean, dtype: float64"
83,84,shelter_reschroot.git_result.json,3185.55927083333,20,12,0,1.375,"Series([], Name: up.fac.mean, dtype: float64)"
84,85,debiancn_bicyclerepair_result.json,0.0,1,1,0,1.5,"966 0.996412
Name: up.fac.mean, dtype: float64"
85,86,gjwgit_wajig_result.json,3514.30538194444,1,7,0,1.875,"20889 -0.256364
Name: up.fac.mean, dtype: float64"
86,87,selinux-team_selinux-basics.git_result.json,1929.03849537037,0,3,0,2.0,"18657 0.860226
Name: up.fac.mean, dtype: float64"
87,88,rpm-software-management_mock_result.json,3579.69835648148,150,23,0,1.13294797687861,"12131 -0.969117
Name: up.fac.mean, dtype: float64"
88,89,testing-cabal_funcsigs_result.json,3542.18322916667,6,11,0,1.64705882352941,"Series([], Name: up.fac.mean, dtype: float64)"
89,90,vmware_open-vm-tools_result.json,3404.82268518519,4,13,0,1.76470588235294,"13640 0.077799
Name: up.fac.mean, dtype: float64"
90,91,numpy_numpy_result.json,3651.77804398148,581,1032,2,1.63980161190329,"13312 0.446773
Name: up.fac.mean, dtype: float64"
91,92,openstack_ceilometermiddleware_result.json,3173.51534722222,5,51,0,1.91071428571429,"Series([], Name: up.fac.mean, dtype: float64)"
92,93,packages_python-pip.git_result.json,3089.37398148148,19,14,0,1.42424242424242,"16272 0.459987
Name: up.fac.mean, dtype: float64"
93,94,boto_boto_result.json,3027.03412037037,25,285,1,1.91935483870968,"Series([], Name: up.fac.mean, dtype: float64)"
94,95,quodlibet_quodlibet_result.json,3634.15465277778,118,96,3,1.44859813084112,"16910 1.123733
Name: up.fac.mean, dtype: float64"
95,96,python-mechanize_mechanize_result.json,2745.24820601852,5,11,0,1.6875,"Series([], Name: up.fac.mean, dtype: float64)"
96,97,python-xlib_python-xlib_result.json,2538.84261574074,25,26,0,1.50980392156863,"16650 0.750439
Name: up.fac.mean, dtype: float64"
97,98,erich_pyroman.git_result.json,2117.92108796296,1,3,0,1.75,"15467 -1.217484
Name: up.fac.mean, dtype: float64"
98,99,Kilian_Trimage_result.json,1207.99829861111,3,7,0,1.7,"Series([], Name: up.fac.mean, dtype: float64)"
99,100,lilydjwg_pssh_result.json,3437.32594907407,5,11,0,1.6875,"15107 1.251261
Name: up.fac.mean, dtype: float64"
100,101,PyCQA_pyflakes_result.json,3511.33018518519,52,28,0,1.35,"15327 0.604236
Name: up.fac.mean, dtype: float64"
101,102,hanwen_mftrace_result.json,1885.44565972222,1,3,0,1.75,"11918 -0.703933
Name: up.fac.mean, dtype: float64"
102,103,latex-rubber_rubber.git_result.json,3343.15070601852,2,8,0,1.8,"17633 1.360506
Name: up.fac.mean, dtype: float64"
103,104,georgesk_expeyes.git_result.json,1948.9528125,1,2,0,1.66666666666667,"3482 -0.399328
Name: up.fac.mean, dtype: float64"
104,105,lesscpy_lesscpy_result.json,3235.92547453704,2,26,0,1.92857142857143,"Series([], Name: up.fac.mean, dtype: float64)"
105,106,libs_python-diskimage-builder.git_result.json,3561.87346064815,46,342,0,1.88144329896907,"15761 -1.569356
Name: up.fac.mean, dtype: float64"
106,107,pypa_virtualenv_result.json,3647.93207175926,177,53,0,1.2304347826087,"Series([], Name: up.fac.mean, dtype: float64)"
107,108,fusionbox_django-pyscss_result.json,3496.87092592593,1,11,0,1.91666666666667,"Series([], Name: up.fac.mean, dtype: float64)"
108,109,rdiff-backup_rdiff-backup_result.json,2122.15666666667,47,18,3,1.27692307692308,"17288 1.056804
Name: up.fac.mean, dtype: float64"
109,110,HenriWahl_Nagstamon_result.json,3582.66927083333,15,103,0,1.8728813559322,"Series([], Name: up.fac.mean, dtype: float64)"
110,111,identicurse_IdentiCurse_result.json,1855.34086805556,0,5,0,2.0,"Series([], Name: up.fac.mean, dtype: float64)"
111,112,PythonCharmers_python-future_result.json,3368.92813657407,22,90,0,1.80357142857143,"15890 0.503059
Name: up.fac.mean, dtype: float64"
112,113,andreafrancia_trash-cli_result.json,3595.16621527778,18,28,1,1.60869565217391,"20141 1.066841
Name: up.fac.mean, dtype: float64"
113,114,metabrainz_picard_result.json,3648.88357638889,56,55,1,1.4954954954955,"14589 0.737273
Name: up.fac.mean, dtype: float64"
114,115,virt-manager_virt-manager_result.json,3635.39988425926,216,11,0,1.04845814977974,"20740 1.485421
Name: up.fac.mean, dtype: float64"
115,116,fail2ban_fail2ban_result.json,3630.8306712963,92,158,4,1.632,"3527 1.137978
Name: up.fac.mean, dtype: float64"
116,117,ardentryst_ardentryst_result.json,3087.71438657407,4,6,0,1.6,"514 1.63366
Name: up.fac.mean, dtype: float64"
117,118,git.launchpad.net_glance_result.json,1983.13237268519,62,449,0,1.87866927592955,"4807 -1.282736
Name: up.fac.mean, dtype: float64"
118,119,geopython_pycsw_result.json,3632.46945601852,26,23,3,1.46938775510204,"15293 -2.687045
Name: up.fac.mean, dtype: float64"
119,120,GNOME_alacarte.git_result.json,3598.02471064815,39,16,0,1.29090909090909,"200 2.060249
Name: up.fac.mean, dtype: float64"
120,121,installer-team_mklibs.git_result.json,2891.12761574074,1,8,0,1.88888888888889,"12079 0.944076
Name: up.fac.mean, dtype: float64"
121,122,cdent_gabbi_result.json,3155.33989583333,10,24,3,1.70588235294118,"Series([], Name: up.fac.mean, dtype: float64)"
122,123,kgiusti_pyngus_result.json,3426.26207175926,0,6,0,2.0,"Series([], Name: up.fac.mean, dtype: float64)"
123,124,virt-viewer_virt-viewer.git_result.json,3603.97689814815,52,32,0,1.38095238095238,"20743 1.289037
Name: up.fac.mean, dtype: float64"
124,125,nicfit_eyeD3_result.json,2366.4678587963,17,13,2,1.43333333333333,"Series([], Name: up.fac.mean, dtype: float64)"
125,126,NTPsec_ntpsec.git_result.json,3637.62555555556,37,56,0,1.60215053763441,"13294 -0.4907
Name: up.fac.mean, dtype: float64"
126,127,jonashaag_klaus_result.json,3620.16456018519,13,24,0,1.64864864864865,"7445 -1.796375
Name: up.fac.mean, dtype: float64"
127,128,enthought_mayavi_result.json,3540.84373842593,14,55,2,1.79710144927536,"Series([], Name: up.fac.mean, dtype: float64)"
128,129,mitsuhiko_python-geoip_result.json,0.741041666666667,0,1,0,2.0,"15903 1.363051
Name: up.fac.mean, dtype: float64"
129,130,openstack_python-ironic-inspector-client_result.json,3018.57487268519,6,58,0,1.90625,"15993 -2.35633
Name: up.fac.mean, dtype: float64"
130,131,openstack_python-scciclient_result.json,1708.93451388889,4,23,0,1.85185185185185,"16451 -2.471774
Name: up.fac.mean, dtype: float64"
131,132,Shoobx_xmldiff_result.json,2018.57893518519,11,9,0,1.45,"21453 0.559599
Name: up.fac.mean, dtype: float64"
132,133,python_python-sure.git_result.json,3549.28721064815,13,31,0,1.70454545454545,"16533 -2.070518
Name: up.fac.mean, dtype: float64"
133,134,sposh-science_pycode-browser_result.json,2876.73696759259,3,7,0,1.7,"15284 -1.190969
Name: up.fac.mean, dtype: float64"
134,135,neovim_pynvim_result.json,3448.70126157407,26,35,0,1.57377049180328,"Series([], Name: up.fac.mean, dtype: float64)"
135,136,Supybot_Supybot_result.json,1584.87575231481,5,4,0,1.44444444444444,"Series([], Name: up.fac.mean, dtype: float64)"
136,137,OpenShot_openshot-qt_result.json,3621.64975694444,26,46,0,1.63888888888889,"13755 2.150652
Name: up.fac.mean, dtype: float64"
137,138,fabiangreffrath_woof_result.json,2634.53842592593,19,5,5,1.20833333333333,"21129 1.366671
Name: up.fac.mean, dtype: float64"
138,139,dimitri_pgloader_result.json,3651.96373842593,69,41,2,1.37272727272727,"14317 1.069283
Name: up.fac.mean, dtype: float64"
139,140,gajim_gajim_result.json,3308.42216435185,27,69,0,1.71875,"4405 0.426883
Name: up.fac.mean, dtype: float64"
140,141,wikier_swaml_result.json,281.883414351852,0,1,0,2.0,"19532 -4.338343
Name: up.fac.mean, dtype: float64"
141,142,cython_cython_result.json,3650.22090277778,223,218,9,1.49433106575964,"2281 0.62255
Name: up.fac.mean, dtype: float64"
142,143,qemu-project_qemu.git_result.json,3627.3869212963,2149,122,0,1.05372082782915,"16757 0.423902
Name: up.fac.mean, dtype: float64"
143,144,opencobra_cobrapy_result.json,3644.75186342593,30,43,1,1.58904109589041,"Series([], Name: up.fac.mean, dtype: float64)"
144,145,Alir3z4_html2text_result.json,3033.03146990741,13,48,0,1.78688524590164,"6363 1.334038
Name: up.fac.mean, dtype: float64"
145,146,reportbug-team_reportbug.git_result.json,3477.02266203704,27,23,0,1.46,"17380 0.516738
Name: up.fac.mean, dtype: float64"
146,147,openstack_sahara_result.json,3525.62542824074,39,316,0,1.89014084507042,"18441 -3.557558
Name: up.fac.mean, dtype: float64"
147,148,twisted_axiom_result.json,3288.75935185185,2,14,0,1.875,"795 0.175287
Name: up.fac.mean, dtype: float64"
148,149,georgesk_pysatellites.git_result.json,1.23224537037037,0,1,0,2.0,"15471 -1.757736
Name: up.fac.mean, dtype: float64"
149,150,geopython_pywps_result.json,3643.81092592593,18,58,2,1.76315789473684,"16715 -1.256272
Name: up.fac.mean, dtype: float64"
150,151,asciidoc-py_asciidoc-py_result.json,3527.6969212963,29,33,3,1.53225806451613,"Series([], Name: up.fac.mean, dtype: float64)"
151,152,micheles_decorator_result.json,3559.44356481481,6,20,0,1.76923076923077,"Series([], Name: up.fac.mean, dtype: float64)"
152,153,python-debian-team_python-debian.git_result.json,3403.42841435185,13,27,0,1.675,"15741 0.597774
Name: up.fac.mean, dtype: float64"
153,154,PyMySQL_mysqlclient-python_result.json,3540.0324537037,51,29,1,1.3625,"Series([], Name: up.fac.mean, dtype: float64)"
154,155,openstack_oslotest_result.json,3444.663125,7,77,0,1.91666666666667,"Series([], Name: up.fac.mean, dtype: float64)"
155,156,git.launchpad.net_ubuntu-dev-tools_result.json,3574.16515046296,9,48,0,1.84210526315789,"20348 1.345987
Name: up.fac.mean, dtype: float64"
156,157,cfv-project_cfv_result.json,1707.90202546296,2,7,1,1.77777777777778,"1555 0.868159
Name: up.fac.mean, dtype: float64"
157,158,translate_translate_result.json,3649.83452546296,88,30,2,1.25423728813559,"20129 1.530075
Name: up.fac.mean, dtype: float64"
158,159,gammu_python-gammu_result.json,3633.24517361111,35,9,0,1.20454545454545,"15894 0.912188
Name: up.fac.mean, dtype: float64"
159,160,GNOME_gnome-sudoku.git_result.json,3651.86215277778,133,89,0,1.4009009009009,"5040 1.11758
Name: up.fac.mean, dtype: float64"
160,161,pycrypto_pycrypto_result.json,2955.65322916667,7,4,0,1.36363636363636,"Series([], Name: up.fac.mean, dtype: float64)"
161,162,GNOME_pitivi.git_result.json,3635.4703125,149,83,0,1.35775862068966,"14666 2.107856
Name: up.fac.mean, dtype: float64"
162,163,apps_catfish.git_result.json,3646.72689814815,125,14,0,1.10071942446043,"1444 0.683566
Name: up.fac.mean, dtype: float64"
163,164,20kly_20kly_result.json,659.338854166667,0,1,0,2.0,"Series([], Name: up.fac.mean, dtype: float64)"
164,165,stefanor_rebuildd.git_result.json,2.95142361111111,0,1,0,2.0,"17310 -1.67943
Name: up.fac.mean, dtype: float64"
165,166,andrewgee_gpxviewer_result.json,2486.6546875,4,4,0,1.5,"5534 0.911026
Name: up.fac.mean, dtype: float64"
166,167,dstat-real_dstat_result.json,2396.44107638889,4,17,2,1.80952380952381,"3015 2.328976
Name: up.fac.mean, dtype: float64"
167,168,FCS-analysis_PyCorrFit_result.json,3445.14829861111,2,8,3,1.8,"Series([], Name: up.fac.mean, dtype: float64)"
168,169,OpenKMIP_PyKMIP_result.json,3440.93412037037,21,34,1,1.61818181818182,"Series([], Name: up.fac.mean, dtype: float64)"
169,170,mnemosyne-proj_mnemosyne_result.json,3641.94207175926,6,31,0,1.83783783783784,"12117 1.078349
Name: up.fac.mean, dtype: float64"
170,171,openstack_python-designateclient_result.json,3587.01260416667,14,113,0,1.88976377952756,"15753 -0.538723
Name: up.fac.mean, dtype: float64"
171,172,scipy_scipy_result.json,3651.2278587963,760,689,2,1.47550034506556,"18554 0.745442
Name: up.fac.mean, dtype: float64"
172,173,GNOME_meld.git_result.json,3241.10178240741,134,68,0,1.33663366336634,"11843 0.38452
Name: up.fac.mean, dtype: float64"
173,174,pyblosxom_pyblosxom_result.json,3050.37287037037,2,9,1,1.81818181818182,"15263 -0.882479
Name: up.fac.mean, dtype: float64"
174,175,OfflineIMAP_offlineimap_result.json,3146.89478009259,84,15,4,1.15151515151515,"13561 0.628817
Name: up.fac.mean, dtype: float64"
175,176,Kozea_Radicale_result.json,3417.17155092593,29,57,2,1.66279069767442,"Series([], Name: up.fac.mean, dtype: float64)"
176,177,python-ldap_python-ldap_result.json,3631.71702546296,29,13,3,1.30952380952381,"16044 0.379015
Name: up.fac.mean, dtype: float64"
177,178,pastebinit_pastebinit_result.json,3262.98521990741,3,12,0,1.8,"14055 0.642215
Name: up.fac.mean, dtype: float64"
178,179,apt-team_python-apt.git_result.json,3520.26155092593,21,24,0,1.53333333333333,"15559 0.559228
Name: up.fac.mean, dtype: float64"
179,180,ipython_ipython_result.json,3650.33896990741,200,611,5,1.75339087546239,"6776 0.76133
Name: up.fac.mean, dtype: float64"
180,181,jaymzh_pius_result.json,3354.85895833333,16,8,0,1.33333333333333,"14668 -0.904283
Name: up.fac.mean, dtype: float64"
181,182,openstack_os-apply-config_result.json,3620.59336805556,4,58,0,1.93548387096774,"Series([], Name: up.fac.mean, dtype: float64)"
182,183,openstack_pyghmi_result.json,2091.94354166667,8,39,0,1.82978723404255,"Series([], Name: up.fac.mean, dtype: float64)"
183,184,mvo5_apt-clone_result.json,2597.345625,3,9,0,1.75,"451 1.372266
Name: up.fac.mean, dtype: float64"
184,185,openstack_swift-bench_result.json,3518.02263888889,8,19,0,1.7037037037037,"19557 -3.697162
Name: up.fac.mean, dtype: float64"
185,186,otsaloma_gaupol_result.json,3619.54949074074,9,6,0,1.4,"4483 0.450727
Name: up.fac.mean, dtype: float64"
186,187,ansible_ansible_result.json,3651.94734953704,5269,1322,1,1.20057654377181,"331 0.419978
Name: up.fac.mean, dtype: float64"
187,188,openstack_ldappool_result.json,2702.96313657407,9,36,0,1.8,"Series([], Name: up.fac.mean, dtype: float64)"
188,189,gnome-terminator_terminator_result.json,3598.30081018519,22,84,2,1.79245283018868,"19819 1.645856
Name: up.fac.mean, dtype: float64"
189,190,venthur_python-debianbts_result.json,3401.83009259259,0,16,0,2.0,"15742 0.513538
Name: up.fac.mean, dtype: float64"
190,191,x_wsme.git_result.json,3594.74074074074,5,43,0,1.89583333333333,"Series([], Name: up.fac.mean, dtype: float64)"
191,192,ankitects_anki_result.json,3650.33571759259,114,147,2,1.5632183908046,"325 0.648813
Name: up.fac.mean, dtype: float64"
192,193,wxgeo_geophar_result.json,3368.33974537037,0,3,0,2.0,"4626 -0.941493
Name: up.fac.mean, dtype: float64"
193,194,openstack_heat-cfntools_result.json,3532.89836805556,9,46,0,1.83636363636364,"6230 -5.052309
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194,195,GNOME_gnome-music.git_result.json,3646.6490162037,263,124,0,1.32041343669251,"4988 0.731703
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1 Unnamed: 0 repo age contributors collaborators milestones mmt up.fac.mean
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