In [114]:
import pandas as pd
import matplotlib.pyplot as plt
# %matplotlib notebook
%matplotlib inline
import matplotlib
matplotlib.style.use('ggplot')
In [115]:
df = pd.read_csv('cleaned-commit-info.csv')
In [116]:
del df['Unnamed: 0']
In [117]:
df[df.repo=='areadetector/adcore'].authors.unique()
Out[117]:
array(['markrivers', 'timmmooney', 'mdmoo1978', 'ulrikpedersen', 'oirled',
'ajgdls', 'aglowacki', 'edwarrick', 'prjemian', 'keenanlang',
'nicholasrees', 'jlmuir', 'mp49', 'bhill-slac', 'xiaoqiangwang',
'unknown', 'jabrnthy', 'roehrig', 'anjohnson', 'epics', 'mrkraimer',
'rivers', 'mooney', 'gebhardt', 'jemian', 'mwpearson', 'kpetersn',
'hammonds'], dtype=object)
In [118]:
len(df[df.authors == 'dchabot'])
Out[118]:
176
In [119]:
df.head()
Out[119]:
authors
committers
dates
messages
repo
shas
0
ericdill
Eric Dill
2015-09-22T13:54:22Z
Merge pull request #342 from chuckie82/contrib...
scikit-xray/scikit-xray
bd24fbbc7914d0d13ef8e1e2a92e3d8b404d1880
1
ericdill
Eric Dill
2015-09-22T13:54:06Z
Merge pull request #343 from chuckie82/dockerf...
scikit-xray/scikit-xray
636aed899eaa4a561752d7cf8e95881ee7af9af0
2
chuck
Chuck
2015-09-22T00:55:18Z
Fix sphinx syntax
scikit-xray/scikit-xray
882af16373f545681fb1f8ab5828b7e391e27026
3
chuck
Chuck
2015-09-22T00:05:58Z
Fixed slash and comment
scikit-xray/scikit-xray
2d0eee4f09f26812d767337a2f8ca73ff66c48ed
4
chuck
Chuck
2015-09-21T22:39:05Z
Added a Dockerfile for running skxray on any m...
scikit-xray/scikit-xray
493895f44c24ac05b5e54185f1a331baa25f5fe7
In [120]:
ymds = [date[:10] for date in df.dates]
last_six_months = ['2014-01-01' <= ymd <= '2016-01-01' for ymd in ymds]
last_six_months = df[last_six_months]
In [121]:
authors = list([str(author) for author in last_six_months.authors.unique()])
repos = list(last_six_months.repo.unique())
In [122]:
len(last_six_months)
Out[122]:
77096
In [123]:
users_of_interest = [
'ericdill',
'tacaswell',
'danielballan',
'CJ-Wright',
'afluerasu',
'arkilic',
'brunoseivam',
'cowanml',
'dchabot',
'giltis',
'gjwillms',
'kevinrknox',
'klauer',
'licode',
'pavoljuhas',
'sameera2004',
'stuwilkins',
'waynelewis',
'yugangzhang'
]
In [124]:
last_six_months = last_six_months[[str(author) in users_of_interest for author in last_six_months.authors]]
In [125]:
last_six_months.groupby('repo').agg(len)
Out[125]:
authors
committers
dates
messages
shas
repo
areadetector/adfastccd
132
132
132
132
132
arkilic/mdsbenchmark
5
5
5
5
5
arkilic/metadatastore
1
1
1
1
1
arkilic/v4table_example
2
2
2
2
2
cowanml/lsdc
140
140
140
140
140
cowanml/samplemanager
99
99
99
99
99
cowanml/samplemangler
46
46
46
46
46
danielballan/blog
3
3
3
3
3
danielballan/channelarchiver
1
1
1
1
1
danielballan/conda-kernels
10
10
10
10
10
danielballan/docs
1
1
1
1
1
danielballan/fetch
15
15
15
15
15
danielballan/ipython
2
2
2
2
2
danielballan/jhu-thesis-template
54
54
54
54
54
danielballan/jupyter
1
1
1
1
1
danielballan/lmfit-py
28
28
28
28
28
danielballan/mpld3
7
7
7
7
7
danielballan/needle
26
26
26
26
26
danielballan/photoactivation-paper
6
6
6
6
6
danielballan/pyav
7
7
7
7
7
danielballan/remotekernel
13
13
13
13
13
danielballan/replay
1
1
1
1
1
danielballan/snase-notebooks
2
2
2
2
2
danielballan/soft-matter.github.io-trackpy
1
1
1
1
1
danielballan/trackpy-bench
3
3
3
3
3
danielballan/video
8
8
8
8
8
danielballan/widget-history
3
3
3
3
3
danielballan/xraylib
1
1
1
1
1
danielballan/zvi_reader
5
5
5
5
5
dchabot/adsim
9
9
9
9
9
...
...
...
...
...
...
nsls-ii/databroker
969
969
969
969
969
nsls-ii/datamuxer
11
11
11
11
11
nsls-ii/dataportal
8
8
8
8
8
nsls-ii/docs
136
136
136
136
136
nsls-ii/exlog
54
54
54
54
54
nsls-ii/filestore
274
274
274
274
274
nsls-ii/metadatastore
642
642
642
642
642
nsls-ii/nsls-ii.github.io
33
33
33
33
33
nsls-ii/ophyd
528
528
528
528
528
nsls-ii/pyepics
5
5
5
5
5
nsls-ii/pyolog
100
100
100
100
100
nsls-ii/replay
164
164
164
164
164
nsls-ii/samplemanager
38
38
38
38
38
nsls-ii/suitcase
14
14
14
14
14
nsls-ii/vertical-integration
32
32
32
32
32
nsls-ii/wishlist
1
1
1
1
1
scikit-xray/scikit-xray
1336
1336
1336
1336
1336
scikit-xray/scikit-xray-bench
5
5
5
5
5
scikit-xray/scikit-xray-examples
114
114
114
114
114
scikit-xray/scikit-xray-feedstock
49
49
49
49
49
scikit-xray/scikit-xray-feedstock-dev
48
48
48
48
48
soft-matter/mr
30
30
30
30
30
soft-matter/pims
278
278
278
278
278
soft-matter/slicerator
11
11
11
11
11
soft-matter/trackpy
345
345
345
345
345
soft-matter/trackpy-examples
27
27
27
27
27
synchbot/metadataclientv4
6
6
6
6
6
synchbot/metadataservice
82
82
82
82
82
synchbot/metadatastorev4
107
107
107
107
107
vistrails/vistrails
5
5
5
5
5
180 rows × 5 columns
In [126]:
last_six_months.groupby('authors').agg(len)
Out[126]:
committers
dates
messages
repo
shas
authors
afluerasu
1
1
1
1
1
arkilic
529
529
529
529
529
brunoseivam
1
1
1
1
1
cowanml
291
291
291
291
291
danielballan
2018
2018
2018
2018
2018
dchabot
160
160
160
160
160
ericdill
2167
2167
2167
2167
2167
giltis
126
126
126
126
126
gjwillms
27
27
27
27
27
kevinrknox
11
11
11
11
11
klauer
521
521
521
521
521
licode
591
591
591
591
591
pavoljuhas
145
145
145
145
145
sameera2004
370
370
370
370
370
stuwilkins
903
903
903
903
903
tacaswell
3425
3425
3425
3425
3425
waynelewis
4
4
4
4
4
yugangzhang
1
1
1
1
1
In [127]:
non_merge = last_six_months[['merge' not in str(msg).lower() for msg in last_six_months.messages]]
merge = last_six_months[['merge' in str(msg).lower() for msg in last_six_months.messages]]
In [128]:
def clean_dataframe(df, min_contributor_commits=25, min_repo_size=25):
# squash beamline specific projects into one row
beamline_summaries = {}
for blid in ['csx', 'hxn', 'xpd', 'srx', 'ixs', 'chx']:
bl_rows = [('nsls-ii-%s' % blid) in row_name for row_name in df.index]
print('nsls-ii-%s has %s repos that are being merged.\n%s\n'
% (blid, len([row for row in bl_rows if row]), list(df.index[bl_rows])))
series = df.ix[bl_rows].sum()
df = df.ix[[not row for row in bl_rows]]
beamline_summaries['%s specific repos' % blid] = series
squashed_beamline_repos = pd.DataFrame(beamline_summaries).T
# squash repos with < `min_repo_size` commits into one row
minimum_commits = min_repo_size
small_rows = [df.ix[row].sum() < minimum_commits for row in df.index]
small_row_names = df.index[small_rows]
series = df.ix[small_rows].sum()
df = df.ix[[not row for row in small_rows]]
small_repos = pd.DataFrame({'small-repos': series}).T
# concatenate the manipulated dataframes together
squashed = pd.concat([df, squashed_beamline_repos, small_repos])
# ignore people with less than `min_contributor_commits` commits
ignored_contributors = []
for col in squashed:
if squashed[col].sum() < min_contributor_commits:
ignored_contributors.append(col)
del squashed[col]
print('%s repos are being combined into the "small-repos" row because they have less than '
'%s commits in the dataset\n%s\n' % (len(small_row_names), min_repo_size, list(small_row_names)))
print('%s contributors are being ignored because they have less than %s commits\n%s'
% (len(ignored_contributors), min_contributor_commits, list(ignored_contributors)))
return squashed
In [129]:
nonmerge_commits_by_repo = {author: non_merge[non_merge.authors==author].groupby('repo').agg(len).messages for author in authors}
nonmerge_commits_by_repo = clean_dataframe(pd.DataFrame(nonmerge_commits_by_repo))
nsls-ii-csx has 22 repos that are being merged.
['nsls-ii-csx/acopian', 'nsls-ii-csx/baffleslits', 'nsls-ii-csx/caautoconfig', 'nsls-ii-csx/calibration', 'nsls-ii-csx/conda-recipes', 'nsls-ii-csx/csxtools', 'nsls-ii-csx/fastccdconfig', 'nsls-ii-csx/lakeshore336', 'nsls-ii-csx/libcin', 'nsls-ii-csx/logbook', 'nsls-ii-csx/lupit', 'nsls-ii-csx/nsls-ii-csx.github.io', 'nsls-ii-csx/nsls2notifyme', 'nsls-ii-csx/omegam4061', 'nsls-ii-csx/ophyd', 'nsls-ii-csx/pyvlspgm', 'nsls-ii-csx/qcinview', 'nsls-ii-csx/stanforddg645', 'nsls-ii-csx/testioc', 'nsls-ii-csx/timestamp', 'nsls-ii-csx/undcontrol', 'nsls-ii-csx/vlspgm']
nsls-ii-hxn has 3 repos that are being merged.
['nsls-ii-hxn/hxntools', 'nsls-ii-hxn/ipython_ophyd', 'nsls-ii-hxn/pyxrf']
nsls-ii-xpd has 1 repos that are being merged.
['nsls-ii-xpd/ipython_ophyd']
nsls-ii-srx has 4 repos that are being merged.
['nsls-ii-srx/controlsui', 'nsls-ii-srx/ipython_ophyd', 'nsls-ii-srx/nsls2-xf-utils', 'nsls-ii-srx/srxtools']
nsls-ii-ixs has 0 repos that are being merged.
[]
nsls-ii-chx has 3 repos that are being merged.
['nsls-ii-chx/chxtools', 'nsls-ii-chx/eiger_tools', 'nsls-ii-chx/ipython_ophyd']
101 repos are being combined into the "small-repos" row because they have less than 25 commits in the dataset
['arkilic/mdsbenchmark', 'arkilic/metadatastore', 'arkilic/v4table_example', 'danielballan/blog', 'danielballan/channelarchiver', 'danielballan/conda-kernels', 'danielballan/docs', 'danielballan/fetch', 'danielballan/ipython', 'danielballan/jupyter', 'danielballan/mpld3', 'danielballan/photoactivation-paper', 'danielballan/pyav', 'danielballan/remotekernel', 'danielballan/replay', 'danielballan/snase-notebooks', 'danielballan/soft-matter.github.io-trackpy', 'danielballan/trackpy-bench', 'danielballan/video', 'danielballan/widget-history', 'danielballan/xraylib', 'danielballan/zvi_reader', 'dchabot/adsim', 'dchabot/areadetector-1-9-1', 'dchabot/caautoconfig', 'dchabot/cls-orbitcontrol', 'dchabot/dotfiles', 'dchabot/motor-synapps', 'dchabot/motorsim', 'dchabot/python-pcaspy', 'dchabot/synapps-mca', 'ericdill/album', 'ericdill/archiver', 'ericdill/bokeh', 'ericdill/committery', 'ericdill/conda-builder', 'ericdill/conda-recipes', 'ericdill/democsx', 'ericdill/diffpy.srxplanar', 'ericdill/documentsinlabnotebooks', 'ericdill/dummybroker', 'ericdill/filestore-v0.0.2-feedstock', 'ericdill/github-changelog-generator', 'ericdill/hkl', 'ericdill/image_inspector', 'ericdill/mdsbenchmark', 'ericdill/miniature-hipster', 'ericdill/notes-dev', 'ericdill/ophyd', 'ericdill/pandas', 'ericdill/plasticsim', 'ericdill/pyatoms', 'ericdill/pymca', 'ericdill/pyspec', 'ericdill/replay', 'ericdill/scikit-xray', 'ericdill/tomopy', 'ericdill/versioneer', 'giltis/channelarchiver', 'giltis/conda-prescriptions', 'giltis/data-exchange', 'giltis/dotfiles', 'giltis/glogg', 'giltis/pyqtgraph', 'giltis/scikit-image', 'giltis/scikit-xray-examples', 'giltis/scipy', 'klauer/conda-prescriptions', 'klauer/ddrive', 'klauer/ecli', 'klauer/ez4axis', 'klauer/f460', 'klauer/ipplan', 'klauer/pmd101', 'klauer/pmd90', 'klauer/pvrename', 'klauer/pympx', 'klauer/qolibri', 'klauer/simple_scaler', 'klauer/smarpod', 'klauer/stepscan', 'matplotlib/matplotlib.github.com', 'nikea/benchmark_scripts', 'nikea/nikea.github.io', 'nikea/nsls2_gui', 'nikea/pyxpcs', 'nsls-ii/brokerstreamserver', 'nsls-ii/bug-reports', 'nsls-ii/channelarchiver', 'nsls-ii/configs', 'nsls-ii/datamuxer', 'nsls-ii/dataportal', 'nsls-ii/pyepics', 'nsls-ii/suitcase', 'nsls-ii/wishlist', 'scikit-xray/scikit-xray-bench', 'soft-matter/mr', 'soft-matter/slicerator', 'soft-matter/trackpy-examples', 'synchbot/metadataclientv4', 'vistrails/vistrails']
1578 contributors are being ignored because they have less than 25 commits
['1tush', '3lnc', '4lejandrito', '=', 'aa3438', 'aashish24', 'abalkin', 'abeguerra', 'abele', 'abelopolsky', 'abergeron', 'abestanis', 'acanthostega', 'acorbe', 'adam hodgen', 'adam siembida', 'adamatus', 'adambark', 'adamfeuer', 'adamgreenhall', 'adelq', 'adeodatus', 'adgaudio', 'adrn', 'aericson', 'aevri', 'aflaxman', 'afluerasu', 'afrancais', 'agardelein', 'agijsberts', 'aglowacki', 'ahaldane', 'aheginbotham', 'ahmadia', 'ahmed', 'ahojnnes', 'aisipos', 'ajasja', 'ajdawson', 'ajgdls', 'ajholyoake', 'ajschumacher', 'akshayaurora', 'alan-fgr', 'alanhdu', 'alanjds', 'alberthilb', 'alchemyst', 'aleksandra-tarkowska', 'alemirone', 'alex', 'alexamici', 'alexbrc', 'alexei colin', 'alexeyum', 'alexsavio', 'alexwh', 'alimanfoo', 'alimuldal', 'alishir', 'allendowney', 'almarklein', 'alorenzo175', 'ambakshi', 'amcdawes', 'amelio-vazquez-reina', 'aminb', 'amormachine', 'amueller', 'amyteegarden', 'ananelson', 'andershogqvist', 'andreas-h', 'andreaswallner', 'andrei zbikowski', 'andrenarchy', 'andrew burrows', 'andrew nelson', 'andrewjesaitis', 'andrewkittredge', 'androomerrill', 'andyfaff', 'anishathalye', 'anjohnson', 'ankit-maverick', 'ankostis', 'anntzer', 'anomrake', 'anthonyalmarza', 'anton-d', 'anykraus', 'apelisse', 'apiszcz', 'argriffing', 'ariejdl', 'arlowhite', 'arnaudf-iter', 'aron-bordin', 'artagnon', 'artemy kolchinsky', 'artemyk', 'arunpersaud', 'arve0', 'aseyboldt', 'asmacdo', 'asmeurer', 'asobrien', 'asottile', 'aspidites', 'astrofrog', 'aszilagyi', 'atemysemicolon', 'audreyr', 'azd325', 'azixmcaze', 'azjps', 'b3ni', 'bald', 'balkian', 'barentsen', 'basharovv', 'basheersubei', 'bavardage', 'bburan-galenea', 'bdowling', 'behzadnouri', 'belltailjp', 'beltashazzer', 'bemclaugh', 'ben schiller', 'benabik', 'benjamin root', 'benjaminabel', 'benjaminaschultz', 'benjaminmgross', 'benjwadams', 'benmarwick', 'bennlich', 'benoitpointet', 'beregond', 'bergtholdt', 'berryma4', 'bfredl', 'bgamari', 'bgruening', 'bhill-slac', 'billletson', 'billyshambrook', 'bionoid', 'birdsarah', 'bitdeli-chef', 'bjacobowski', 'bjanssen', 'bjcohen', 'bjodah', 'bjonen', 'bjornarneson', 'bkreider', 'blazej pindelski', 'blebo', 'blink1073', 'blippy', 'blowekamp', 'bluescarni', 'bmcage', 'bmcorser', 'bmistree', 'bocribbz', 'bokehserver', 'bollwyvl', 'boonsnaibot', 'borisverk', 'bouk', 'bountysource-support', 'bquistorff', 'bramalingam', 'brendanlong', 'brett patterson', 'brettcannon', 'brettrmurphy', 'briandrawert', 'brianhelba', 'briannewsom', 'broessli', 'brousch', 'brunobeltran', 'brunoseivam', 'bryan van de ven', 'bryevdv', 'bsvh', 'bthyreau', 'bubenkoff', 'buchuki', 'bulli92', 'burrowsa', 'buzmakov', 'bwignall', 'bwkeller', 'byronyi', 'bytbox', 'c05mic', 'cadair', 'caleb epstein', 'camdavidsonpilon', 'cammil', 'campagnola', 'canavandl', 'cancan101', 'capitanbatata', 'captainwhippet', 'carandraug', 'carlfk', 'carreau', 'carterbox', 'caryan', 'casolt', 'caspervdw', 'catstyle', 'cayci', 'cbahr', 'cbenhagen', 'cbrueffer', 'ccordoba12', 'cdeil', 'cekees', 'cel4', 'celiafish', 'certik', 'cestdiego', 'cgardn', 'cgestes', 'cgilling', 'cgohlke', 'chadawagner', 'chadfulton', 'chaosphere2112', 'chapmanb', 'chappers', 'charris', 'chatcannon', 'chdoig', 'chebee7i', 'chenz', 'chinasaur', 'choffmann', 'chozabu', 'chris-allan', 'chris-roerig', 'chrisbeaumont', 'christian@christian-linux.sarrazin.local', 'christianbrodbeck', 'christopher whelan', 'chrisvam', 'chronitis', 'chuck', 'chx', 'chx operator', 'cimarronm', 'cj-wright', 'cjdrake', 'ckald', 'clarkfitzg', 'claymation', 'claytonpassmore', 'clham', 'cloudbees dev@cloud', 'cneves', 'coderforlife', 'colin blackburn', 'colin fang', 'commonlisp', 'compassym', 'connie', 'corydolphin', 'cowlicks', 'cpcloud', 'cpommranz', 'crazym', 'crbates', 'creamycookie', 'cristal', 'crwilcox', 'csachs', 'csivanich', 'cstoafer', 'csx-1 operator', 'ctokheim', 'curiale', 'curufinwe', 'curzona', 'cuuuurzel', 'cwebster2', 'cxmcc', 'cynddl', 'czarneckid', 'czheo', 'daetalus', 'dagss', 'dakefeng', 'dakoop', 'dalejung', 'damianavila', 'damoxc', 'dan-blanchard', 'danbirken', 'danclewley', 'dangra', 'danhickstein', 'daniel hahler', 'danielwe', 'dapid', 'daradib', 'dareonion', 'data-exchange', 'davclark', 'davehunt', 'david anderson', 'david bew', 'david kaplan', 'david@mcbf.net', 'davidastephens', 'davidbord', 'davidljung', 'davidnt', 'davidovitch', 'davidshinn', 'davidszotten', 'davidwilemski', 'dawehner', 'daydreamt', 'dbarbeau', 'dbew', 'ddale', 'decarlof', 'deeplook', 'dejande', 'delcypher', 'demotu', 'denys-duchier', 'dequis', 'derdon', 'derekstavis', 'derickl', 'dessant', 'dexterdev', 'dgursoy', 'dhickin', 'dhirschfeld', 'dhruv13j', 'diego0020', 'dirk-thomas', 'dirkjot', 'dirn', 'dizzydogg', 'dj gilcrease', 'djarecka', 'djvine', 'dkua', 'dlax', 'dloss', 'dlovell', 'dmcdougall', 'dmpelt', 'doga gursoy', 'dominikl', 'domitto', 'domspad', 'donaldseo', 'dongweiming', 'donkirkby', 'donnemartin', 'dopplershift', 'doraf', 'dorandeluz', 'doublereedkurt', 'douglas rudd', 'dpwrussell', 'dragonsa', 'drevicko', 'drothlis', 'dsblank', 'dsm054', 'duncanmmacleod', 'dupuy', 'dustin farris', 'dvreed77', 'dwf', 'dwillmer', 'dxshank', 'e-q', 'ebenolson', 'echatelet', 'edisongustavo', 'edwarrick', 'efiring', 'eglassman', 'ehrenfeu', 'ekimekim', 'eldeveloper', 'electronwill', 'elephanter', 'eli-b', 'ellisonbg', 'elpres', 'elubeck', 'emanuele', 'emanuele-f', 'embray', 'emikulic', 'emilienschultz', 'emilroz', 'emmanuelle', 'encukou', 'endolith', 'epanepucci', 'epics', 'epifanio', 'er0', 'eric dill', 'eric l frederich', 'eric ma', 'eric siegerman', 'eric89gxl', 'ericfrederich', 'ericmjl', 'eriknw', 'eschuhmacher', 'esparta', 'eteq', 'etgalloway', 'eugen beck', 'eugene yurtsev', 'ev-br', 'evgeni burovski', 'ewh', 'ewmoore', 'fabio zanini', 'fabioz', 'fahhem', 'falcondai', 'famousgarkin', 'fardal', 'fariza', 'fastccduser', 'fat-crocodile', 'fayimora', 'fcolas', 'felipe contreras', 'felipec', 'felixlawrence', 'feralbytes', 'ffteja', 'fgz73762', 'filmor', 'fingolfin', 'fisadev', 'flamingbear', 'flazz', 'florianrhiem', 'flothesof', 'flub', 'flying-sheep', 'fmaussion', 'fmmb', 'fonnesbeck', 'foogod', 'foogunlana', 'foxx', 'fperez', 'fpliger', 'fraglegs', 'francis lavoie', 'francisco-dlp', 'frank battaglia', 'frank mata', 'françois boulogne', 'frederikhermans', 'frenchwr', 'frewsxcv', 'fridh', 'frédéric-emmanuel picca', 'fscz', 'fulmicoton', 'fumiya-kubota', 'futrell', 'fvgoto', 'fvia', 'fycyang', 'ga7g08', 'gabraganca', 'gandalf013', 'garcia-marc', 'garrett berg', 'garrett-r', 'garrison', 'gary ruben', 'gatagat', 'gbaty', 'gbillotey', 'gdraps', 'gdv', 'gene-telligent', 'geoffrey french', 'gepcel', 'germangh', 'gerrrr', 'gertingold', 'ggoret', 'gibiansky', 'gilbertw', 'giles knap', 'gilesknap', 'gitaarik', 'gitster', 'gitter-badger', 'gkovacs', 'glenlovett', 'gluap', 'glyg', 'gm2211', 'gmarkall', 'godber', 'goodbest', 'gouarin', 'gouthambs', 'gporras', 'gpoulin', 'graingert', 'grdlok', 'grechkay', 'gregcaporaso', 'grelston', 'grlee77', 'groutr', 'gruen', 'grzegorz rygielski', 'gstoel', 'gtrivedi', 'guillempalou', 'guobao shen', 'gustavla', 'gutworth', 'guziy', 'habi', 'hadim', 'hakanardo', 'hallfox', 'hamogu', 'hans dembinski', 'has2k1', 'havoc-io', 'hawkerpl', 'hayd', 'he1per', 'helderc', 'helenst', 'helger', 'helper', 'henry hammond', 'henryoswald', 'heoj', 'herr-biber', 'hfaran', 'hflynn', 'hhuuggoo', 'hiaselhans', 'hickford', 'hildensia', 'hkleynhans', 'hmeine', 'holgerpeters', 'horta', 'horvatha', 'hpk42', 'hshimizu77', 'hsperr', 'htkm', 'hugadams', 'hugo', 'hugo shi', 'huitseeker', 'hunse', 'hunterowens', 'huyston', 'hxn operator', 'ianthomas23', 'iauns', 'ibell', 'icemac', 'iffy', 'ifosch', 'ihuston', 'ikajic', 'ikeviny', 'ilanschnell', 'iled', 'ilonajulczuk', 'iltis', 'imichka', 'immerrr', 'inclement', 'inducer', 'insertroar', 'invalid-email-address', 'ionel cristian mărieș', 'ionelmc', 'irritum', 'ischwabacher', 'isms', 'itziakos', 'ivanov', 'ivoflipse', 'iwschris', 'ixjlyons', 'ixs operator', 'izaid', 'j08lue', 'jabrnthy', 'jacobcvt12', 'jacobschaer', 'jacopo', 'jaidevd', 'jaime a farrington', 'jaimefrio', 'jake vanderplas', 'jakevdp', 'jakirkham', 'jakobgager', 'james pallister', 'james townley', 'jamestwebber', 'jammcc', 'janbednarik', 'janschulz', 'jaredly', 'jaschau', 'jasongrout', 'jasonliw93', 'jasonxxu', 'jatin', 'jaydyou', 'jayp16', 'jballanc', 'jbbrokaw', 'jbmohler', 'jbradish', 'jburel', 'jcb91', 'jcfr', 'jcftang', 'jchome', 'jcjaskula', 'jclevesque', 'jd', 'jdavidheiser', 'jdeblese', 'jdemeyer', 'jdfreder', 'jdimatteo', 'jdreaver', 'jdwarner', 'jean-marie burel', 'jedbrown', 'jeden', 'jeff kreis', 'jeff reback', 'jeffpaine', 'jeffreystarr', 'jeffspies', 'jeffwidman', 'jegger', 'jennystone', 'jenshnielsen', 'jeremyfix', 'jerrysxu', 'jesseengel', 'jessefarnham', 'jetuk', 'jf---', 'jfarrington', 'jfrazelle', 'jgarcke', 'jgbos', 'jgomezdans', 'jgoppert', 'jgors', 'jgoutin', 'jhamrick', 'jheinen', 'jhemmelg', 'jhull', 'jianli', 'jightuse', 'jikkujose', 'jimmy tang', 'jimmyshen', 'jinweiclarkchao', 'jjhelmus', 'jklymak', 'jkseppan', 'jleinonen', 'jlmuir', 'jlutgen', 'jluttine', 'jmcnamara', 'jmeppley', 'jmetz', 'jminardi', 'jmorris0x0', 'jnevrly', 'jni', 'jnmclarty', 'jnothman', 'jnovinger', 'joel bernier', 'joel v. bernier', 'joelfrederico', 'joelhullcio', 'joelvbernier', 'joergdietrich', 'joergrittinger', 'joferkington', 'johannesring', 'john lund', 'johnyf', 'jojje', 'jonasc', 'jonathan prates', 'jorisvandenbossche', 'josephcottam', 'josh warner', 'joshmoore', 'jowr', 'jpallen', 'jphammonds', 'jpvanhal', 'jqmp', 'jreback', 'jrevans', 'jreynolds01', 'jrjohansson', 'jsarver', 'jschueller', 'jseabold', 'jsexauer', 'jshirley', 'jskinner53', 'jsullivan-anl', 'jswhit', 'jtatum', 'jtorcasso', 'jtratner', 'jtyberg', 'jucoste', 'juhasch', 'juliancienfuegos', 'juliantaylor', 'jurko-gospodnetic', 'jvkersch', 'jvns', 'jwass', 'jxstanford', 'jzuhone', 'jzwinck', 'jérémy riviere', 'k lauer', 'k4rtik', 'kajiglet', 'kalibri', 'kambysese', 'kamil kwiek (irritum)', 'kangol', 'kastnerkyle', 'katie atkinson', 'katyhuff', 'kdavies4', 'kdiether', 'kdmurray91', 'kdodia', 'keenanlang', 'keith brister', 'kelsiegr', 'kelsolaar', 'kenneth lauer', 'kennethgillen', 'kermit666', 'kersulis', 'kestertong', "kevin ndung'u", 'kevin sheppard', 'kevin-keraudren', 'kevinaloys', 'kevincox', 'kevinrknox', 'kevkeating', 'khchan', 'khinsen', 'khyox', 'kieffer jerome', 'kif', 'kikocorreoso', 'kimmo palin', 'kirill pavlov', 'kived', 'kivy', 'kjordahl', 'klickverbot', 'klonuo', 'kloper', 'kmike', 'kmpeters', 'knabar', 'knappador', 'koldunovn', 'kolibreee', 'komnomnomnom', 'konishchevdmitry', 'konrad', 'konstantint', 'korijn', 'korniichuk', 'kovak', 'kpetersn', 'kpk09', 'krastanov', 'ksolan', 'kthyng', 'kyleam', 'lanewittgen', 'larrybradley', 'larsmans', 'laurent', 'lauritzthaulow', 'lcanavan', 'lebigot', 'ledmonster', 'lee kamentsky', 'leekamentsky', 'leeonadoh', 'lennart0901', 'leouieda', 'lepture', 'lesteve', 'lexicalunit', 'lexqt', 'lexual', 'lhelontra', 'li li', 'liambuchanan', 'lichri12', 'lidavidm', 'lidstrom83', 'lig', 'lila hickey', 'lilahickey', 'lili@bnl.gov', 'lilmatt', 'limtaesu', 'linkid', 'lkilcher', 'llimllib', 'lobocv', 'logicaldash', 'loujine', 'lpsinger', 'lqez', 'lschr', 'lucalianas', 'lucas-c', 'lucasb-eyer', 'luisibanez', 'luispedro', 'lukebarnard1', 'lunson', 'lvasseur', 'm-kuhn', 'm45t3r', 'm4urice', 'maarten', 'macduff111', 'macropas', 'madprime', 'magcius', 'maggie-m', 'magnunor', 'mahmoud', 'mairas', 'majidaldo', 'malaterre', 'malev', 'malitsky', 'mangecoeur', 'manics', 'manuelriel', 'marcmolla', 'marcua', 'marisuz obajtek', 'mark rivers', 'markmuetz', 'markreidvfx', 'markrivers', 'markrwilliams', 'markusr815', 'martinthoma', 'marty kraimer', 'martynsmith', 'mastermind2k', 'masud rahman', 'matejak', 'mateusz paprocki', 'matham', 'mathieu drapeau', 'mathieu duponchelle', 'mathieu1', 'matplotlibtravisbot', 'matsjoyce', 'matt newville', 'matt-climate', 'matt-li', 'matthew craig', 'matthew-brett', 'matthewgilbert', 'matthewturk', 'matthieucan', 'matthieudartiailh', 'mattpap', 'mattvonrocketstein', 'matze', 'mawesi', 'maxalbert', 'maxchang', 'maxgrenderjones', 'maximbaz', 'maximilian albert', 'mazieres', 'mbalasso', 'mbyt', 'mcjcode', 'mcsalgado', 'mcwitt', 'mdavidsaver', 'mdboom', 'mdebbar', 'mdehoon', 'mdengler', 'mdipierro', 'mdmoo1978', 'mdmueller', 'mechcoder', 'megies', 'mehdimu', 'melissalinkert', 'melund', 'merriam', 'mfitzp', 'mfkaptan', 'mgaitan', 'mgiuca-google', 'mgymrek', 'mhagdorn', 'michael droettboom', 'michaelaye', 'michaelws', 'michal romaniuk', 'michiel de hoon', 'michs', 'mihaineacsu', 'mikebailey', 'mikeboers', 'miketkelly', 'mikhail terekhov', 'mikhailmoshnogorsky', 'milljm', 'min rk', 'minad', 'mineo', 'minrk', 'mirandaxm', 'mistakevin', 'mjn19172', 'mjsu', 'mjuric', 'mkassner', 'mmckerns', 'mmcky', 'mohanraj-r', 'montefra', 'mooney', 'moonshoes87', 'morley93', 'mortada', 'mp49', 'mpastell', 'mpesavento', 'mpyrozhok', 'mrigal', 'mrkrd', 'mrleeh', 'mrngilles', 'mrocklin', 'mromberg', 'mrussell', 'msabramo', 'msarahan', 'mscross', 'mspacek', 'mssurajkaiga', 'mtbc', 'mtrbean', 'mtskelton', 'mutirri', 'mwaskom', 'mwcraig', 'mwiebe', 'mwpearson', 'myshen', 'nanopos', 'nathan heijermans', 'nathantypanski', 'nbarray', 'ncornette', 'ndevenish', 'necronomicron', 'neerajgangwar', 'neggert', 'neirbowj', 'nellev', 'nelson brown', 'nesanders', 'neuroserpens', 'nevion', 'newville', 'ngoldbaum', 'nh2', 'nhmc', 'niallrobinson', 'nicholasrees', 'nickystringer', 'nicoddemus', 'nicodelpiano', 'nicolaisi', 'nicolas delaby', 'nicolasdespres', 'nikhil s', 'nikolausdemmel', 'niole', 'nipunreddevil', 'nitind', 'nixon-', 'njsmith', 'njwilson23', 'nkeim', 'nkoep', 'nleite', 'nloadholtes', 'nlsn', 'noirbizarre', 'nonhermitian', 'normaljosh', 'notsimon', 'npr78', 'nsonnad', 'nspies', 'nwin', 'nzjrs', 'oarodriguez', 'oceanwolf', 'ocefpaf', 'ochubar', 'oddodood', 'odewahn', 'odiogosilva', 'ogrisel', 'ohaz', 'oirled', 'ojake', 'ojdo', 'okin', 'olgabot', 'oliver marks', 'oliverw1', 'olivierlefloch', 'olymk2', 'omer katz', 'onceuponatimeforever', 'onesandzeroes', 'opoplawski', 'osadalakmal', 'oselivanov', 'ostralopi-tk', 'otepoti', 'otizonaizit', 'ovillellas', 'ovz', 'ozak', 'pabs3', 'paddymul', 'pallav-fdsi', 'pankajp', 'papaloizouc', 'parente', 'parfenovs', 'parleur', 'pashadia', 'pasky', 'patchen', 'patricksnape', 'patricktokeeffe', 'paul g', 'paulvanschayck', 'pavol juhas', 'payel bandyopadhyay', 'payne92', 'pbanaszkiewicz', 'pberkes', 'pbrady', 'pbrod', 'pelme', 'pelson', 'per parker', 'per rosengren', 'perimosocordiae', 'pete leicester', 'petebachant', 'peter roesch', 'peter1000', 'peterruppel', 'petters', 'pfctdayelise', 'pfontana3w2', 'pganssle', 'phaebz', 'philfreo', 'phillipnordwall', 'phobson', 'picca', 'picca frédéric-emmanuel', 'picibucor', 'piem', 'pierre gerold', 'pierre-haessig', 'pieterproigia', 'pigmej', 'pipping', 'pitrou', 'pkeus', 'pmneila', 'pmpppeters1', 'polyrabbit', 'porterjamesj', 'pradal', 'pratapvardhan', 'prjemian', 'pstjohn', 'ptone', 'punya', 'pupssman', 'pv', 'pwcazenave', 'pwuertz', 'pxsys', 'pxuser', 'pydanny', 'pytry', 'pzwang', 'qidane', 'quackingduck', 'quaquel', 'quasiben', 'qulogic', 'qwhelan', 'r-b-g-b', 'r3vl1s', 'ra-dim', 'radarhere', 'radek-senfeld', 'radioxoma', 'ragetrue', 'rahiel', 'rainbowdesign', 'rainwoodman', 'ralphlange', 'rasbt', 'rastogiachyut', 'rawlik', 'razius', 'rbonvall', 'rcarneva', 'reallistic', 'rebeccaroisin', 'rebeccawperry', 'regdoug', 'rekom', 'remram44', 'renaud', 'renzobertocchi', 'rexissimus', 'rgbkrk', 'rgommers', 'rhattersley', 'rhiever', 'richard larkin', 'richardandersson', 'richardeverson', 'richardhansen', 'richardtsai', 'richkinder', 'rickkwa', 'rivers', 'rleigh-codelibre', 'rleigh-dundee', 'rma4ok', 'rmcgibbo', 'rnelsonchem', 'roadhead', 'robbieclarken', 'robertdavidwest', 'robertmaynard', 'robertour', 'robfalck', 'robind42', 'roblevy', 'rochacbruno', 'rockg', 'roehrig', 'roger leigh', 'rollcat', 'romanpekar', 'ronaldomercado', 'ronaldvanrij', 'ronnypfannschmidt', 'root', 'rosnfeld', 'rossant', 'rothnic', 'rouge8', 'rougier', 'rozza', 'rpetchler', 'rsmith31415', 'rsnape', 'rtrwalker', 'rudis', 'rupertthompson', 'russellluo', 'rutgerk', 'rutsky', 'rwest', 'ryanbelt', 's9w', 'sagivmalihi', 'sahat', 'salvatorescaramuzzino', 'sam brotherton', 'samstav', 'samureus', 'sangheestyle', 'saraschnadt', 'sargas', 'sbesson', 'sbodomerle', 'sbrother', 'scavone', 'sccolbert', 'schaunwheeler', 'schettino72', 'schiewe', 'schlamar', 'schwing', 'sciunto', 'scls19fr', 'scopatz', 'scott lasley', 'scw', 'sdementen', 'sebastien besson', 'sebp', 'seglberg', 'sentient07', 'serge chmelev', 'sergiopasra', 'serverhorror', 'seth-p', 'sfroid', 'sh9189', 'sharky93', 'shashi', 'shaunagm', 'shazeline', 'shoyer', 'shroffk', 'shughes-uk', 'shughes.uk@gmail.com', 'shuuji3', 'siggyf', 'silvia', 'silviav12', 'simleo', 'simonbiggs', 'simongibbons', 'sinhrks', 'sinisa veseli', 'sinisa veseli sveseli@anl.gov', 'sirpercival', 'sivapvarma', 'skarbat', 'skelpdar', 'skywinder', 'sluiter', 'smartsammler', 'smattis', 'smithsp', 'sn6uv', 'sneaky666', 'snoopycrimecop', 'snth', 'sohero', 'sol simpson', 'solarnz', 'solvents', 'someben', 'sontek', 'sotte', 'spenczar', 'splashdance', 'spootdev', 'springcoil', 'sptm', 'srossross', 'srstevenson', 'srx operator', 'ssanderson', 'stahlous', 'stallone1993', 'stanley, simon', 'staple', 'stas-sl', 'stefan rusu', 'stefankjartansson', 'stefanv', 'stephen horst', 'stephentu', 'stevejbrown', 'stevenmanton', 'stevesimmons', 'stonebig', 'stretch97', 'stuart wilkins', 'stuarteberg', 'stuartmarsden', 'stuntgoat', 'sue445', 'sugamasao', 'sumitsahrawat', 'sunfinite', 'surbas', 'suriyan', 'suzaku', 'sveseli', 'svisser', 'swederik', 'switham', 'sychan', 'sylm21', 'sylvain alborini', 'sylvain bellemare', 'sylvain corlay', 'sylvaincorlay', 'synesthesiam', 'sébastien fievet', 't-8ch', 't20100', 'tabchas', 'tabish chasmawala', 'takluyver', 'tamasgal', 'tanyaschlusser', 'tarzzz', 'tbekolay', 'tbittner', 'tboegi', 'td22057', 'tdimiduk', 'tea-dragon', 'techtonik', 'techwiz24', 'teh', 'telegraphic', 'teoliphant', 'termim', 'terrex', 'terrycojones', 'tespilla', 'test', 'test user', 'tfeldmann', 'tfogal', 'thatneat', 'the-compiler', 'thebitguru', 'thedrow', 'thegreatwall', 'theofanislekkas', 'thewtex', 'thisch', 'thomas kluyver', 'thomasballinger', 'thomascobb', 'thopiekar', 'thoppe', 'thouis', 'thrasibule', 'three-comrades', 'tiagoantao', 'tiagopereira', 'tigeraniya', 'tillsten', 'timcera', 'timmmooney', 'timothydmorton', 'timovwb', 'timsc', 'timshawver', 'tito', 'titsworth', 'tjdett', 'tmtabor', 'tobias oberstein', 'tobias47n9e', 'tobyhodges', 'toddrjen', 'tohin', 'tom-alcorn', 'tomaugspurger', 'tomflannaghan', 'tommy ellqvist', 'tommy3001', 'tomprimozic', 'tomspur', 'tomviner', 'tonnrueter', 'tony', 'tonysyu', 'toobaz', 'torrinos', 'touilleman', 'tpn', 'tpokorra', 'tpowellcio', 'trendelkampschroer', 'trent hauck', 'trentonoliphant', 'tritemio', 'trivedigaurav', 'tsaeger', 'tschoonj', 'tshauck', 'tshirtman', 'tswicegood', 'tswsl1989', 'ttgmichael', 'tvyomkesh', 'twmeggs', 'twoscomplement', 'tyarkoni', 'ugurthemaster', 'ulrich dobramysl', 'ulrikpedersen', 'umairidris', 'unisung', 'unknown', 'unutbu', 'userzimmermann', 'v923z', 'vagrant', 'vaibhavsagar', 'valrus', 'varunus', 'vasole', 'vbraun', 'venthur', 'vfilimonov', 'victor-rene', 'vighneshbirodkar', 'vikram bhandoh', 'villasv', 'vivek thampy', 'vjacheslav murashkin', 'vladwing', 'vladyslav frolov', 'vladzloteanu', 'vmarkovtsev', 'voen', 'vthorey', 'vuvova', 'wabu', 'wackywendell', 'waffle-iron', 'waffle-with-pears', 'warmspringwinds', 'warrenweckesser', 'watercrossing', 'wavedatalab', 'waveform80', 'wavexx', 'waynelewis', 'weathergod', 'wei xu', 'weichm', 'weitzner', 'welshjf', 'wen li', 'wenzeslaus', 'wernerfb', 'westurner', 'wholmgren', 'wilfred', 'will-moore', 'willpatera', 'wking', 'wmanley', 'wojcikstefan', 'wolever', 'woodscn', 'wooparadog', 'wosc', 'wpjunior', 'xaerxess', 'xarthisius', 'xbtsw', 'xguse', 'xiaohaoyang', 'xiaoqiangwang', 'ximenesuk', 'xolox', 'xpd operator', 'xuanyuansen', 'xwtang', 'y-p', 'yaniv256', 'yann', 'yannbrrd', 'yaph', 'yarikoptic', 'yelite', 'yieldsfalsehood', 'yjaaidi', 'yoavram', 'yograterol', 'yoramfisher', 'yotam', 'yprez', 'yrlihuan', 'ys-l', 'yugang zhang', 'yugangzhang', 'yunfei yang', 'yungyuc', 'yuvallanger', 'yw5aj', 'yyl', 'zach-hartwig', 'zachary spector', 'zachcp', 'zaharid', 'zairmubashar', 'zarch', 'zblz', 'zbrown1', 'zeb', 'zeehio', 'zen-code', 'zerosteiner', 'zetten', 'zischwartz', 'zyv', 'åsmund hjulstad']
The row labels below are somewhat misleading. Many of them come from my personal forks of stuff and not from the canonical repository. This is mostly because github wouldn't let me pull down any more information for the time being :( Apparently you can only have 500 requests per hour via their API and I exceeded that. I will update to be more accurate as time permits!
In [130]:
nonmerge_commits_by_repo.sum()
Out[130]:
arkilic 489
cowanml 264
danielballan 1617
dchabot 137
ericdill 1915
giltis 104
gjwillms 27
klauer 498
licode 542
pavoljuhas 140
sameera2004 340
stuwilkins 821
tacaswell 2305
dtype: float64
In [131]:
fig, ax = plt.subplots(figsize=(10,10))
cycle = ['y', 'c', 'k', 'm', 'r', 'white', 'gray', 'orange', 'pink', 'brown', 'violet', 'green', 'blue']
nonmerge_commits_by_repo.plot(kind='barh', stacked=True, ax=ax, color=cycle, title="Number of non-merge commits")
ax.set_xlabel('commits')
plt.show()
In [132]:
merge_commits_by_repo = {author: merge[merge.authors==author].groupby('repo').agg(len).messages for author in authors}
merge_commits_by_repo = clean_dataframe(pd.DataFrame(merge_commits_by_repo), min_contributor_commits=5, min_repo_size=5)
nsls-ii-csx has 5 repos that are being merged.
['nsls-ii-csx/caautoconfig', 'nsls-ii-csx/csxtools', 'nsls-ii-csx/libcin', 'nsls-ii-csx/undcontrol', 'nsls-ii-csx/vlspgm']
nsls-ii-hxn has 1 repos that are being merged.
['nsls-ii-hxn/pyxrf']
nsls-ii-xpd has 1 repos that are being merged.
['nsls-ii-xpd/ipython_ophyd']
nsls-ii-srx has 0 repos that are being merged.
[]
nsls-ii-ixs has 0 repos that are being merged.
[]
nsls-ii-chx has 1 repos that are being merged.
['nsls-ii-chx/chxtools']
32 repos are being combined into the "small-repos" row because they have less than 5 commits in the dataset
['arkilic/mdsbenchmark', 'cowanml/samplemanager', 'danielballan/lmfit-py', 'danielballan/mpld3', 'danielballan/pyav', 'dchabot/areadetector-1-9-1', 'ericdill/committery', 'ericdill/conda-builder', 'ericdill/diffpy.srfit', 'ericdill/diffpy.structure', 'ericdill/documentsinlabnotebooks', 'ericdill/miniature-hipster', 'ericdill/plasticsim', 'ericdill/pyrafters', 'giltis/channelarchiver', 'giltis/dotfiles', 'giltis/scikit-xray-examples', 'klauer/ppmac', 'matplotlib/sampledoc', 'nikea/benchmark_scripts', 'nikea/pyxpcs', 'nsls-ii/album', 'nsls-ii/bug-reports', 'nsls-ii/datamuxer', 'nsls-ii/dataportal', 'nsls-ii/exlog', 'nsls-ii/nsls-ii.github.io', 'nsls-ii/pyepics', 'nsls-ii/samplemanager', 'nsls-ii/suitcase', 'soft-matter/slicerator', 'synchbot/metadatastorev4']
1579 contributors are being ignored because they have less than 5 commits
['1tush', '3lnc', '4lejandrito', '=', 'aa3438', 'aashish24', 'abalkin', 'abeguerra', 'abele', 'abelopolsky', 'abergeron', 'abestanis', 'acanthostega', 'acorbe', 'adam hodgen', 'adam siembida', 'adamatus', 'adambark', 'adamfeuer', 'adamgreenhall', 'adelq', 'adeodatus', 'adgaudio', 'adrn', 'aericson', 'aevri', 'aflaxman', 'afluerasu', 'afrancais', 'agardelein', 'agijsberts', 'aglowacki', 'ahaldane', 'aheginbotham', 'ahmadia', 'ahmed', 'ahojnnes', 'aisipos', 'ajasja', 'ajdawson', 'ajgdls', 'ajholyoake', 'ajschumacher', 'akshayaurora', 'alan-fgr', 'alanhdu', 'alanjds', 'alberthilb', 'alchemyst', 'aleksandra-tarkowska', 'alemirone', 'alex', 'alexamici', 'alexbrc', 'alexei colin', 'alexeyum', 'alexsavio', 'alexwh', 'alimanfoo', 'alimuldal', 'alishir', 'allendowney', 'almarklein', 'alorenzo175', 'ambakshi', 'amcdawes', 'amelio-vazquez-reina', 'aminb', 'amormachine', 'amueller', 'amyteegarden', 'ananelson', 'andershogqvist', 'andreas-h', 'andreaswallner', 'andrei zbikowski', 'andrenarchy', 'andrew burrows', 'andrew nelson', 'andrewjesaitis', 'andrewkittredge', 'androomerrill', 'andyfaff', 'anishathalye', 'anjohnson', 'ankit-maverick', 'ankostis', 'anntzer', 'anomrake', 'anthonyalmarza', 'anton-d', 'anykraus', 'apelisse', 'apiszcz', 'argriffing', 'ariejdl', 'arlowhite', 'arnaudf-iter', 'aron-bordin', 'artagnon', 'artemy kolchinsky', 'artemyk', 'arunpersaud', 'arve0', 'aseyboldt', 'asmacdo', 'asmeurer', 'asobrien', 'asottile', 'aspidites', 'astrofrog', 'aszilagyi', 'atemysemicolon', 'audreyr', 'azd325', 'azixmcaze', 'azjps', 'b3ni', 'bald', 'balkian', 'barentsen', 'basharovv', 'basheersubei', 'bavardage', 'bburan-galenea', 'bdowling', 'behzadnouri', 'belltailjp', 'beltashazzer', 'bemclaugh', 'ben schiller', 'benabik', 'benjamin root', 'benjaminabel', 'benjaminaschultz', 'benjaminmgross', 'benjwadams', 'benmarwick', 'bennlich', 'benoitpointet', 'beregond', 'bergtholdt', 'berryma4', 'bfredl', 'bgamari', 'bgruening', 'bhill-slac', 'billletson', 'billyshambrook', 'bionoid', 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'pupssman', 'pv', 'pwcazenave', 'pwuertz', 'pxsys', 'pxuser', 'pydanny', 'pytry', 'pzwang', 'qidane', 'quackingduck', 'quaquel', 'quasiben', 'qulogic', 'qwhelan', 'r-b-g-b', 'r3vl1s', 'ra-dim', 'radarhere', 'radek-senfeld', 'radioxoma', 'ragetrue', 'rahiel', 'rainbowdesign', 'rainwoodman', 'ralphlange', 'rasbt', 'rastogiachyut', 'rawlik', 'razius', 'rbonvall', 'rcarneva', 'reallistic', 'rebeccaroisin', 'rebeccawperry', 'regdoug', 'rekom', 'remram44', 'renaud', 'renzobertocchi', 'rexissimus', 'rgbkrk', 'rgommers', 'rhattersley', 'rhiever', 'richard larkin', 'richardandersson', 'richardeverson', 'richardhansen', 'richardtsai', 'richkinder', 'rickkwa', 'rivers', 'rleigh-codelibre', 'rleigh-dundee', 'rma4ok', 'rmcgibbo', 'rnelsonchem', 'roadhead', 'robbieclarken', 'robertdavidwest', 'robertmaynard', 'robertour', 'robfalck', 'robind42', 'roblevy', 'rochacbruno', 'rockg', 'roehrig', 'roger leigh', 'rollcat', 'romanpekar', 'ronaldomercado', 'ronaldvanrij', 'ronnypfannschmidt', 'root', 'rosnfeld', 'rossant', 'rothnic', 'rouge8', 'rougier', 'rozza', 'rpetchler', 'rsmith31415', 'rsnape', 'rtrwalker', 'rudis', 'rupertthompson', 'russellluo', 'rutgerk', 'rutsky', 'rwest', 'ryanbelt', 's9w', 'sagivmalihi', 'sahat', 'salvatorescaramuzzino', 'sam brotherton', 'samstav', 'samureus', 'sangheestyle', 'saraschnadt', 'sargas', 'sbesson', 'sbodomerle', 'sbrother', 'scavone', 'sccolbert', 'schaunwheeler', 'schettino72', 'schiewe', 'schlamar', 'schwing', 'sciunto', 'scls19fr', 'scopatz', 'scott lasley', 'scw', 'sdementen', 'sebastien besson', 'sebp', 'seglberg', 'sentient07', 'serge chmelev', 'sergiopasra', 'serverhorror', 'seth-p', 'sfroid', 'sh9189', 'sharky93', 'shashi', 'shaunagm', 'shazeline', 'shoyer', 'shroffk', 'shughes-uk', 'shughes.uk@gmail.com', 'shuuji3', 'siggyf', 'silvia', 'silviav12', 'simleo', 'simonbiggs', 'simongibbons', 'sinhrks', 'sinisa veseli', 'sinisa veseli sveseli@anl.gov', 'sirpercival', 'sivapvarma', 'skarbat', 'skelpdar', 'skywinder', 'sluiter', 'smartsammler', 'smattis', 'smithsp', 'sn6uv', 'sneaky666', 'snoopycrimecop', 'snth', 'sohero', 'sol simpson', 'solarnz', 'solvents', 'someben', 'sontek', 'sotte', 'spenczar', 'splashdance', 'spootdev', 'springcoil', 'sptm', 'srossross', 'srstevenson', 'srx operator', 'ssanderson', 'stahlous', 'stallone1993', 'stanley, simon', 'staple', 'stas-sl', 'stefan rusu', 'stefankjartansson', 'stefanv', 'stephen horst', 'stephentu', 'stevejbrown', 'stevenmanton', 'stevesimmons', 'stonebig', 'stretch97', 'stuart wilkins', 'stuarteberg', 'stuartmarsden', 'stuntgoat', 'sue445', 'sugamasao', 'sumitsahrawat', 'sunfinite', 'surbas', 'suriyan', 'suzaku', 'sveseli', 'svisser', 'swederik', 'switham', 'sychan', 'sylm21', 'sylvain alborini', 'sylvain bellemare', 'sylvain corlay', 'sylvaincorlay', 'synesthesiam', 'sébastien fievet', 't-8ch', 't20100', 'tabchas', 'tabish chasmawala', 'takluyver', 'tamasgal', 'tanyaschlusser', 'tarzzz', 'tbekolay', 'tbittner', 'tboegi', 'td22057', 'tdimiduk', 'tea-dragon', 'techtonik', 'techwiz24', 'teh', 'telegraphic', 'teoliphant', 'termim', 'terrex', 'terrycojones', 'tespilla', 'test', 'test user', 'tfeldmann', 'tfogal', 'thatneat', 'the-compiler', 'thebitguru', 'thedrow', 'thegreatwall', 'theofanislekkas', 'thewtex', 'thisch', 'thomas kluyver', 'thomasballinger', 'thomascobb', 'thopiekar', 'thoppe', 'thouis', 'thrasibule', 'three-comrades', 'tiagoantao', 'tiagopereira', 'tigeraniya', 'tillsten', 'timcera', 'timmmooney', 'timothydmorton', 'timovwb', 'timsc', 'timshawver', 'tito', 'titsworth', 'tjdett', 'tmtabor', 'tobias oberstein', 'tobias47n9e', 'tobyhodges', 'toddrjen', 'tohin', 'tom-alcorn', 'tomaugspurger', 'tomflannaghan', 'tommy ellqvist', 'tommy3001', 'tomprimozic', 'tomspur', 'tomviner', 'tonnrueter', 'tony', 'tonysyu', 'toobaz', 'torrinos', 'touilleman', 'tpn', 'tpokorra', 'tpowellcio', 'trendelkampschroer', 'trent hauck', 'trentonoliphant', 'tritemio', 'trivedigaurav', 'tsaeger', 'tschoonj', 'tshauck', 'tshirtman', 'tswicegood', 'tswsl1989', 'ttgmichael', 'tvyomkesh', 'twmeggs', 'twoscomplement', 'tyarkoni', 'ugurthemaster', 'ulrich dobramysl', 'ulrikpedersen', 'umairidris', 'unisung', 'unknown', 'unutbu', 'userzimmermann', 'v923z', 'vagrant', 'vaibhavsagar', 'valrus', 'varunus', 'vasole', 'vbraun', 'venthur', 'vfilimonov', 'victor-rene', 'vighneshbirodkar', 'vikram bhandoh', 'villasv', 'vivek thampy', 'vjacheslav murashkin', 'vladwing', 'vladyslav frolov', 'vladzloteanu', 'vmarkovtsev', 'voen', 'vthorey', 'vuvova', 'wabu', 'wackywendell', 'waffle-iron', 'waffle-with-pears', 'warmspringwinds', 'warrenweckesser', 'watercrossing', 'wavedatalab', 'waveform80', 'wavexx', 'waynelewis', 'weathergod', 'wei xu', 'weichm', 'weitzner', 'welshjf', 'wen li', 'wenzeslaus', 'wernerfb', 'westurner', 'wholmgren', 'wilfred', 'will-moore', 'willpatera', 'wking', 'wmanley', 'wojcikstefan', 'wolever', 'woodscn', 'wooparadog', 'wosc', 'wpjunior', 'xaerxess', 'xarthisius', 'xbtsw', 'xguse', 'xiaohaoyang', 'xiaoqiangwang', 'ximenesuk', 'xolox', 'xpd operator', 'xuanyuansen', 'xwtang', 'y-p', 'yaniv256', 'yann', 'yannbrrd', 'yaph', 'yarikoptic', 'yelite', 'yieldsfalsehood', 'yjaaidi', 'yoavram', 'yograterol', 'yoramfisher', 'yotam', 'yprez', 'yrlihuan', 'ys-l', 'yugang zhang', 'yugangzhang', 'yunfei yang', 'yungyuc', 'yuvallanger', 'yw5aj', 'yyl', 'zach-hartwig', 'zachary spector', 'zachcp', 'zaharid', 'zairmubashar', 'zarch', 'zblz', 'zbrown1', 'zeb', 'zeehio', 'zen-code', 'zerosteiner', 'zetten', 'zischwartz', 'zyv', 'åsmund hjulstad']
The row labels below are somewhat misleading. Many of them come from my personal forks of stuff and not from the canonical repository. This is mostly because github wouldn't let me pull down any more information for the time being :( Apparently you can only have 500 requests per hour via their API and I exceeded that. I will update to be more accurate as time permits!
In [ ]:
In [133]:
fig, ax = plt.subplots(figsize=(10,10))
cycle = ['y', 'c', 'k', 'm', 'r', 'white', 'gray', 'orange', 'pink', 'brown', 'violet', 'blue', 'green']
merge_commits_by_repo.plot(kind='barh', stacked=True, ax=ax, color=cycle, title="Number of merge commits")
ax.set_xlabel('commits')
plt.show()
In [134]:
merge_commits_by_repo.sum()
Out[134]:
arkilic 40
cowanml 27
danielballan 401
dchabot 23
ericdill 252
giltis 22
klauer 23
licode 49
pavoljuhas 5
sameera2004 30
stuwilkins 82
tacaswell 1120
dtype: float64
In [135]:
merge_commits_by_repo
Out[135]:
arkilic
cowanml
danielballan
dchabot
ericdill
giltis
klauer
licode
pavoljuhas
sameera2004
stuwilkins
tacaswell
repo
areadetector/adfastccd
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
6
NaN
cowanml/lsdc
NaN
18
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
cowanml/samplemangler
NaN
6
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
ericdill/ramdog
NaN
NaN
NaN
NaN
6
NaN
NaN
NaN
NaN
NaN
NaN
NaN
giltis/userpackages
NaN
NaN
NaN
NaN
7
NaN
NaN
NaN
NaN
NaN
NaN
4
matplotlib/cycler
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
5
matplotlib/matplotlib
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
689
nikea/history
NaN
NaN
6
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
4
nikea/vttools
NaN
NaN
1
NaN
12
4
NaN
4
NaN
5
NaN
17
nikea/xray-vision
NaN
NaN
1
NaN
24
NaN
NaN
1
NaN
7
NaN
17
nsls-ii/bluesky
NaN
NaN
67
2
11
NaN
4
NaN
NaN
NaN
NaN
45
nsls-ii/brokerstreamserver
5
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
1
nsls-ii/conda-prescriptions
NaN
NaN
12
1
13
NaN
NaN
NaN
NaN
NaN
16
26
nsls-ii/databroker
1
NaN
41
NaN
63
NaN
NaN
1
NaN
NaN
NaN
63
nsls-ii/docs
NaN
NaN
13
NaN
4
NaN
NaN
NaN
NaN
NaN
3
10
nsls-ii/filestore
4
NaN
21
NaN
5
NaN
NaN
NaN
NaN
NaN
NaN
18
nsls-ii/metadatastore
15
NaN
22
NaN
17
NaN
NaN
NaN
NaN
NaN
NaN
33
nsls-ii/ophyd
1
NaN
8
19
NaN
NaN
17
NaN
NaN
NaN
17
14
nsls-ii/pyolog
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
8
NaN
nsls-ii/replay
NaN
NaN
1
NaN
6
NaN
NaN
1
NaN
NaN
NaN
2
scikit-xray/scikit-xray
NaN
NaN
11
NaN
66
15
NaN
14
NaN
12
NaN
79
scikit-xray/scikit-xray-examples
NaN
NaN
5
NaN
8
NaN
NaN
NaN
NaN
6
NaN
6
soft-matter/mr
NaN
NaN
13
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
soft-matter/pims
NaN
NaN
48
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
51
soft-matter/trackpy
NaN
NaN
109
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
26
soft-matter/trackpy-examples
NaN
NaN
10
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
2
synchbot/metadataservice
5
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
chx specific repos
NaN
NaN
1
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
csx specific repos
NaN
NaN
NaN
NaN
1
NaN
NaN
NaN
NaN
NaN
32
NaN
hxn specific repos
NaN
NaN
NaN
NaN
NaN
NaN
NaN
28
NaN
NaN
NaN
NaN
ixs specific repos
0
0
0
0
0
0
0
0
0
0
0
0
srx specific repos
0
0
0
0
0
0
0
0
0
0
0
0
xpd specific repos
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
1
NaN
NaN
NaN
small-repos
9
3
11
1
9
3
2
NaN
4
NaN
NaN
8
In [ ]:
Content source: ericdill/committery
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