https://wonderwall.hatenablog.com/entry/2017/08/30/225703

github.com

GitHubのawesome-◯◯というリポジトリは、◯◯に関するライブラリ、ツール、フレームワークなどをまとめたリポジトリになっている。awesome-pythonはPythonに関するリポジトリだが、量が多すぎてどれが重要なのかがよくわからない。そこで、リンクがGitHubの項目についてスター数と作成日を取得してみた（2017/08/30 19:00頃の時点。ヘッダのクリックでソート可能）。

No	Name	Category	Star	Created At
1	Ajenti	Admin Panels	4792	2010-03-03T08:04:15Z
2	django-xadmin	Admin Panels	2244	2012-11-19T06:21:50Z
3	flask-admin	Admin Panels	2428	2012-03-18T23:21:57Z
4	flower	Admin Panels	2465	2012-07-08T13:35:09Z
5	Wooey	Admin Panels	870	2015-03-01T16:47:05Z
6	algorithms	Algorithms and Design Patterns	2419	2012-08-21T18:43:30Z
7	PyPattyrn	Algorithms and Design Patterns	340	2016-07-17T22:09:31Z
8	python-patterns	Algorithms and Design Patterns	12379	2012-06-06T21:02:35Z
9	django-simple-captcha	Anti-spam	547	2012-04-04T14:35:36Z
10	django-simple-spam-blocker	Anti-spam	15	2012-12-18T10:24:59Z
11	django-compressor	Asset Management	1910	2010-02-05T15:48:14Z
12	django-pipeline	Asset Management	1177	2011-06-03T19:01:34Z
13	django-storages	Asset Management	696	2014-12-09T00:37:09Z
14	flask-assets	Asset Management	322	2010-08-06T11:51:29Z
15	jinja-assets-compressor	Asset Management	70	2013-02-25T17:58:23Z
16	webassets	Asset Management	814	2009-12-08T05:40:34Z
17	audiolazy	Audio	317	2012-10-10T17:09:35Z
18	audioread	Audio	157	2011-11-08T19:53:18Z
19	dejavu	Audio	3235	2013-11-19T02:50:35Z
20	django-elastic-transcoder	Audio	46	2014-04-06T18:29:58Z
21	m3u8	Audio	299	2012-04-27T20:56:32Z
22	mutagen	Audio	188	2016-04-07T17:10:15Z
23	pyAudioAnalysis	Audio	917	2014-08-27T12:43:13Z
24	pydub	Audio	2026	2011-05-02T18:42:38Z
25	pyechonest	Audio	599	2011-08-19T13:18:49Z
26	TimeSide	Audio	201	2011-11-21T21:48:08Z
27	tinytag	Audio	248	2014-01-27T15:27:01Z
28	django-allauth	Authentication	3203	2010-10-10T20:10:52Z
29	django-oauth-toolkit	Authentication	1053	2013-05-20T15:46:18Z
30	Flask-OAuthlib	Authentication	1044	2013-05-16T14:19:29Z
31	OAuthLib	Authentication	1418	2011-11-19T23:08:51Z
32	python-oauth2	Authentication	2631	2009-10-21T17:21:07Z
33	python-social-auth	Authentication	2689	2012-12-12T16:08:42Z
34	rauth	Authentication	1480	2012-03-02T14:18:54Z
35	sanction	Authentication	167	2012-02-28T03:45:00Z
36	jose	Authentication	64	2014-04-16T14:20:45Z
37	PyJWT	Authentication	1441	2011-02-24T20:25:09Z
38	python-jws	Authentication	52	2011-06-02T10:56:55Z
39	python-jwt	Authentication	130	2013-09-30T08:03:49Z
40	PlatformIO	Build Tools	1874	2014-05-09T09:38:42Z
41	PyBuilder	Build Tools	911	2012-07-23T11:38:06Z
42	Beaker	Caching	323	2011-10-16T17:48:39Z
43	django-cache-machine	Caching	665	2010-02-09T23:01:12Z
44	django-cacheops	Caching	721	2011-06-04T12:25:47Z
45	django-viewlet	Caching	57	2012-11-17T11:01:03Z
46	johnny-cache	Caching	270	2012-06-12T09:50:18Z
47	pylibmc	Caching	357	2009-07-31T19:51:02Z
48	code2flow	Code Analysis and Linter	400	2013-05-24T04:17:43Z
49	pycallgraph	Code Analysis and Linter	891	2009-08-11T01:03:55Z
50	pylama	Code Analysis and Linter	348	2012-08-17T10:10:10Z
51	asciimatics	Command-line Tools	693	2015-04-15T20:18:41Z
52	clint	Command-line Tools	2261	2010-10-12T02:40:00Z
53	Gooey	Command-line Tools	5107	2014-01-01T21:06:05Z
54	Python-Fire	Command-line Tools	6717	2017-02-21T21:35:07Z
55	python-prompt-toolkit	Command-line Tools	3806	2014-01-25T22:12:08Z
56	aws-cli	Command-line Tools	5297	2012-11-20T16:07:36Z
57	bashplotlib	Command-line Tools	722	2012-12-13T04:01:10Z
58	caniusepython3	Command-line Tools	293	2014-02-14T22:05:51Z
59	cookiecutter	Command-line Tools	5603	2013-07-14T18:31:22Z
60	doitlive	Command-line Tools	816	2014-06-16T02:39:29Z
61	howdoi	Command-line Tools	5688	2012-11-22T08:49:24Z
62	httpie	Command-line Tools	31218	2012-02-25T12:39:13Z
63	mycli	Command-line Tools	4548	2015-04-05T22:39:49Z
64	PathPicker	Command-line Tools	3472	2015-05-01T03:05:54Z
65	percol	Command-line Tools	2374	2011-02-27T17:08:29Z
66	pgcli	Command-line Tools	5848	2014-10-12T17:32:33Z
67	SAWS	Command-line Tools	3353	2015-08-24T10:21:15Z
68	thefuck	Command-line Tools	30447	2015-04-08T15:08:04Z
69	try	Command-line Tools	385	2016-03-19T00:17:31Z
70	Python-Modernize	Compatibility	468	2012-02-04T17:18:11Z
71	pyocr	Computer Vision	618	2011-09-19T18:14:14Z
72	pytesseract	Computer Vision	880	2010-10-27T23:02:49Z
73	Tomorrow	Concurrency and Parallelism	1289	2015-07-28T08:06:41Z
74	uvloop	Concurrency and Parallelism	3860	2015-11-08T04:14:54Z
75	python-decouple	Configuration	449	2014-02-25T04:16:08Z
76	hashids	Cryptography	634	2013-05-24T19:51:31Z
77	PyNacl	Cryptography	388	2013-02-22T03:52:39Z
78	Blaze	Data Analysis	2092	2012-10-26T14:25:22Z
79	Open Mining	Data Analysis	785	2014-01-23T19:20:01Z
80	Cerberus	Data Validation	998	2012-10-10T10:03:49Z
81	jsonschema	Data Validation	1269	2011-12-30T03:37:43Z
82	schema	Data Validation	1188	2012-08-19T18:56:20Z
83	Schematics	Data Validation	1804	2010-12-27T02:25:29Z
84	valideer	Data Validation	181	2012-07-25T12:33:39Z
85	voluptuous	Data Validation	938	2010-07-15T09:55:10Z
86	Altair	Data Visualization	1526	2015-09-19T03:14:04Z
87	Bokeh	Data Visualization	6366	2012-03-26T15:40:01Z
88	ggplot	Data Visualization	3096	2013-10-07T13:30:53Z
89	Seaborn	Data Visualization	4192	2012-06-18T18:41:19Z
90	VisPy	Data Visualization	1385	2013-03-21T18:43:22Z
91	TinyDB	Database	1752	2013-07-12T23:31:13Z
92	mysqlclient	Database Drivers	762	2014-04-28T05:09:06Z
93	PyMySQL	Database Drivers	3080	2011-07-27T17:38:47Z
94	queries	Database Drivers	173	2012-08-24T16:12:55Z
95	txpostgres	Database Drivers	95	2010-12-07T10:26:47Z
96	dataset	Database Drivers	2767	2013-04-01T14:57:55Z
97	cassandra-python-driver	Database Drivers	734	2013-07-08T19:02:31Z
98	HappyBase	Database Drivers	340	2012-05-20T20:06:10Z
99	Plyvel	Database Drivers	160	2012-11-04T19:01:08Z
100	pycassa	Database Drivers	496	2009-12-20T16:39:06Z
101	redis-py	Database Drivers	5358	2009-11-06T10:22:26Z
102	telephus	Database Drivers	93	2009-09-11T17:11:34Z
103	txRedis	Database Drivers	119	2010-02-01T23:48:38Z
104	arrow	Date and Time	4444	2012-11-18T20:23:27Z
105	Chronyk	Date and Time	247	2014-09-14T10:51:14Z
106	dateutil	Date and Time	450	2014-11-19T18:56:16Z
107	delorean	Date and Time	1276	2011-09-20T03:46:19Z
108	moment	Date and Time	424	2012-12-19T01:00:31Z
109	Pendulum	Date and Time	1892	2016-06-27T23:37:53Z
110	PyTime	Date and Time	107	2015-04-10T11:53:14Z
111	when.py	Date and Time	164	2012-04-28T15:22:12Z
112	remote-pdb	Debugging Tools	54	2014-02-16T12:58:19Z
113	wdb	Debugging Tools	1188	2012-10-05T16:40:23Z
114	line_profiler	Debugging Tools	1536	2014-08-31T11:45:05Z
115	memory_profiler	Debugging Tools	1166	2011-10-14T11:56:14Z
116	profiling	Debugging Tools	2593	2014-09-03T10:35:57Z
117	vprof	Debugging Tools	2955	2015-06-29T03:59:39Z
118	django-debug-toolbar	Debugging Tools	4316	2008-08-28T06:58:04Z
119	django-devserver	Debugging Tools	1208	2010-02-09T20:35:52Z
120	flask-debugtoolbar	Debugging Tools	582	2011-12-16T20:03:04Z
121	hunter	Debugging Tools	197	2015-03-16T18:03:16Z
122	lptrace	Debugging Tools	561	2016-10-14T04:40:20Z
123	manhole	Debugging Tools	155	2013-06-26T21:49:34Z
124	pyelftools	Debugging Tools	505	2013-06-08T22:55:54Z
125	pyringe	Debugging Tools	1411	2014-03-26T16:13:48Z
126	Caffe	Deep Learning	19894	2013-09-12T18:39:48Z
127	Keras	Deep Learning	19084	2015-03-28T00:35:42Z
128	MXNet	Deep Learning	10889	2015-04-30T16:21:15Z
129	TensorFlow	Deep Learning	68252	2015-11-07T01:19:20Z
130	Theano	Deep Learning	6843	2011-08-10T03:48:06Z
131	Ansible	DevOps Tools	25089	2012-03-06T14:58:02Z
132	cuisine	DevOps Tools	1215	2011-02-28T20:26:37Z
133	Fabtools	DevOps Tools	1097	2011-09-05T01:44:24Z
134	honcho	DevOps Tools	1005	2012-03-13T13:44:30Z
135	pexpect	DevOps Tools	977	2013-09-17T17:36:44Z
136	psutil	DevOps Tools	2847	2014-05-23T14:01:48Z
137	SaltStack	DevOps Tools	8036	2011-02-20T20:16:56Z
138	supervisor	DevOps Tools	3591	2010-12-08T00:48:48Z
139	dh-virtualenv	Distribution	1074	2013-10-09T19:03:43Z
140	PyInstaller	Distribution	3006	2011-11-23T11:05:56Z
141	awesome-sphinxdoc	Documentation	297	2014-10-13T07:36:19Z
142	pdoc	Documentation	332	2013-08-04T21:12:50Z
143	Pycco	Documentation	560	2010-06-29T07:02:31Z
144	s3cmd	Downloader	2347	2011-06-07T02:08:24Z
145	s4cmd	Downloader	638	2012-11-10T04:09:23Z
146	alipay	E-commerce	232	2013-11-11T08:51:07Z
147	Cartridge	E-commerce	534	2010-08-22T00:36:43Z
148	django-shop	E-commerce	1365	2010-11-19T11:15:48Z
149	merchant	E-commerce	873	2010-09-29T11:30:58Z
150	money	E-commerce	101	2013-11-16T06:03:45Z
151	python-currencies	E-commerce	32	2014-07-04T10:13:07Z
152	forex-python	E-commerce	71	2016-05-21T04:43:37Z
153	Elpy	Editor Plugins and IDEs	1013	2012-10-29T22:28:49Z
154	Anaconda	Editor Plugins and IDEs	1570	2013-07-21T15:14:07Z
155	SublimeJEDI	Editor Plugins and IDEs	745	2012-10-16T08:23:57Z
156	Jedi-vim	Editor Plugins and IDEs	2992	2012-09-18T14:14:29Z
157	Python-mode	Editor Plugins and IDEs	3699	2011-09-18T09:41:07Z
158	YouCompleteMe	Editor Plugins and IDEs	14515	2012-04-16T03:12:14Z
159	PTVS	Editor Plugins and IDEs	1750	2015-03-18T22:30:53Z
160	Python	Editor Plugins and IDEs	1486	2016-01-19T10:50:01Z
161	Magic Python	Editor Plugins and IDEs	889	2015-10-09T22:13:24Z
162	Spyder	Editor Plugins and IDEs	2311	2015-02-16T22:49:48Z
163	flanker	Email	1101	2013-11-14T01:07:11Z
164	imbox	Email	706	2013-07-22T11:40:29Z
165	inbox.py	Email	1346	2012-04-27T21:26:49Z
166	lamson	Email	612	2011-05-21T23:38:23Z
167	Marrow Mailer	Email	143	2011-03-13T05:21:26Z
168	modoboa	Email	843	2013-04-16T09:43:55Z
169	Nylas Sync Engine	Email	3413	2014-01-15T18:18:17Z
170	yagmail	Email	852	2015-04-17T21:39:24Z
171	Pipenv	Environment Management	3722	2017-01-20T00:44:02Z
172	p	Environment Management	674	2015-05-05T05:29:39Z
173	pyenv	Environment Management	8209	2012-08-31T06:57:52Z
174	path.py	Files	748	2012-04-21T02:59:29Z
175	python-magic	Files	920	2010-03-31T22:40:33Z
176	Unipath	Files	428	2013-01-28T04:38:28Z
177	watchdog	Files	2644	2010-10-23T12:00:17Z
178	Deform	Forms	275	2011-02-16T06:29:46Z
179	django-bootstrap3	Forms	1853	2013-08-13T13:48:04Z
180	django-crispy-forms	Forms	2884	2011-11-01T11:48:03Z
181	django-remote-forms	Forms	155	2012-07-02T17:52:00Z
182	WTForms	Forms	714	2013-09-11T01:53:07Z
183	CyToolz	Functional Programming	376	2014-04-04T23:24:04Z
184	fn.py	Functional Programming	2405	2013-01-13T15:06:02Z
185	funcy	Functional Programming	1526	2012-10-13T00:44:57Z
186	Toolz	Functional Programming	1497	2013-09-13T02:18:43Z
187	enaml	GUI	531	2013-03-06T21:29:01Z
188	Flexx	GUI	1305	2014-09-03T08:38:00Z
189	pywebview	GUI	594	2014-11-20T11:05:46Z
190	Toga	GUI	1234	2014-08-01T21:44:10Z
191	django-countries	Geolocation	408	2013-06-21T20:02:58Z
192	GeoIP	Geolocation	158	2012-06-19T19:37:34Z
193	geojson	Geolocation	271	2011-07-01T20:39:48Z
194	geopy	Geolocation	1568	2010-03-04T22:05:28Z
195	pygeoip	Geolocation	461	2012-01-09T18:11:25Z
196	bleach	HTML Manipulation	1355	2010-02-19T01:12:41Z
197	html5lib	HTML Manipulation	618	2013-04-09T14:07:42Z
198	MarkupSafe	HTML Manipulation	179	2010-06-22T17:22:58Z
199	pyquery	HTML Manipulation	1267	2012-11-28T20:27:39Z
200	untangle	HTML Manipulation	261	2011-06-05T10:12:12Z
201	xmltodict	HTML Manipulation	2569	2012-04-17T14:38:21Z
202	grequests	HTTP	2174	2012-05-10T21:50:15Z
203	httplib2	HTTP	169	2016-03-02T22:59:52Z
204	treq	HTTP	354	2012-05-18T18:57:21Z
205	urllib3	HTTP	1352	2011-09-18T18:08:28Z
206	PyUserInput	Hardware	592	2013-01-30T22:07:03Z
207	scapy	Hardware	1379	2015-10-01T17:06:46Z
208	wifi	Hardware	196	2012-10-12T04:14:06Z
209	hmap	Imagery	142	2014-06-08T01:14:49Z
210	nude.py	Imagery	503	2013-06-09T06:55:55Z
211	pagan	Imagery	74	2014-11-30T12:13:28Z
212	pillow	Imagery	3888	2012-07-24T21:38:39Z
213	pygram	Imagery	56	2014-02-21T14:08:20Z
214	python-qrcode	Imagery	1168	2011-11-10T09:36:22Z
215	Quads	Imagery	658	2014-05-16T02:33:17Z
216	thumbor	Imagery	5124	2011-03-16T17:30:05Z
217	wand	Imagery	706	2011-09-30T21:36:38Z
218	CLPython	Implementations	227	2009-05-14T18:00:17Z
219	CPython	Implementations	12565	2017-02-10T19:23:51Z
220	IronPython	Implementations	374	2014-02-27T21:50:49Z
221	MicroPython	Implementations	5095	2013-12-20T11:47:07Z
222	PeachPy	Implementations	995	2015-01-26T06:32:48Z
223	Pyjion	Implementations	1107	2015-09-16T22:26:12Z
224	PySec	Implementations	234	2014-03-10T20:41:56Z
225	Pyston	Implementations	4311	2014-04-01T07:17:20Z
226	bpython	Interactive Interpreter	840	2014-07-04T22:26:05Z
227	ptpython	Interactive Interpreter	2205	2014-09-29T10:11:42Z
228	PyICU	Internationalization	41	2015-04-16T01:00:41Z
229	django-schedule	Job Scheduler	697	2009-04-02T02:56:42Z
230	gunnery	Job Scheduler	646	2013-12-23T07:49:48Z
231	Plan	Job Scheduler	998	2014-05-27T06:35:31Z
232	schedule	Job Scheduler	3420	2013-05-19T12:51:20Z
233	Spiff	Job Scheduler	485	2009-12-25T09:11:22Z
234	Eliot	Logging	237	2014-04-09T15:12:19Z
235	Metrics	Machine Learning	8532	2014-02-06T17:28:03Z
236	NuPIC	Machine Learning	5175	2013-04-05T23:14:27Z
237	vowpal_porpoise	Machine Learning	134	2012-04-15T22:57:41Z
238	xgboost	Machine Learning	8532	2014-02-06T17:28:03Z
239	luigi	MapReduce	7555	2012-09-20T15:06:38Z
240	mrjob	MapReduce	2085	2010-10-13T18:35:21Z
241	streamparse	MapReduce	1182	2014-05-02T20:33:50Z
242	PythonNet	Microsoft Windows	819	2013-11-27T13:42:20Z
243	blinker	Miscellaneous	587	2013-07-03T10:32:39Z
244	itsdangerous	Miscellaneous	1235	2011-06-24T00:09:55Z
245	pluginbase	Miscellaneous	586	2014-06-30T20:51:42Z
246	Pychievements	Miscellaneous	85	2014-09-01T06:50:38Z
247	gensim	Natural Language Processing	4952	2011-02-10T07:43:04Z
248	Jieba	Natural Language Processing	9812	2012-09-29T07:52:01Z
249	langid.py	Natural Language Processing	864	2011-04-29T00:16:56Z
250	SnowNLP	Natural Language Processing	2209	2013-11-26T11:46:56Z
251	TextBlob	Natural Language Processing	4183	2013-06-30T18:29:18Z
252	POX	Network Virtualization	373	2012-02-07T22:18:46Z
253	SDX Platform	Network Virtualization	9	2013-10-04T03:49:27Z
254	diesel	Networking	541	2010-06-22T19:08:28Z
255	pulsar	Networking	1485	2011-01-15T12:10:13Z
256	txZMQ	Networking	134	2011-04-27T12:04:16Z
257	django-activity-stream	News Feed	1231	2010-02-24T21:16:51Z
258	Stream-Framework	News Feed	3122	2012-08-08T13:11:08Z
259	awesome-sqlalchemy	ORM	1442	2014-09-22T02:13:34Z
260	Peewee	ORM	4345	2010-10-11T20:14:11Z
261	pyDAL	ORM	194	2014-12-05T20:51:28Z
262	django-mongodb-engine	ORM	721	2010-10-01T11:02:35Z
263	flywheel	ORM	95	2013-12-21T19:59:08Z
264	hot-redis	ORM	218	2013-10-22T10:15:34Z
265	PynamoDB	ORM	456	2014-01-20T02:18:35Z
266	redisco	ORM	370	2012-01-06T11:00:58Z
267	butterdb	ORM	326	2013-12-10T03:18:02Z
268	dataset	ORM	2767	2013-04-01T14:57:55Z
269	conda	Package Management	1461	2012-10-15T22:08:03Z
270	pip-tools	Package Management	2365	2012-09-10T08:50:26Z
271	warehouse	Package Repositories	1148	2013-03-30T19:03:53Z
272	localshop	Package Repositories	307	2012-02-05T12:03:50Z
273	Carteblanche	Permissions	31	2014-01-02T20:24:07Z
274	django-guardian	Permissions	1540	2010-06-04T23:15:37Z
275	django-rules	Permissions	498	2014-03-06T20:46:57Z
276	delegator.py	Processes	615	2017-01-14T23:33:04Z
277	sh	Processes	4106	2012-01-15T05:52:06Z
278	huey	Queue	1373	2011-11-03T16:39:43Z
279	mrq	Queue	627	2014-02-13T09:32:40Z
280	simpleq	Queue	117	2013-11-24T23:59:35Z
281	annoy	Recommender Systems	2447	2013-04-01T20:29:40Z
282	fastFM	Recommender Systems	430	2014-10-27T12:25:51Z
283	implicit	Recommender Systems	446	2016-04-17T03:45:23Z
284	libffm	Recommender Systems	476	2015-06-07T04:20:13Z
285	LightFM	Recommender Systems	1188	2015-07-30T08:34:00Z
286	eve	RESTful API	4356	2012-10-22T07:39:33Z
287	flask-api-utils	RESTful API	35	2013-12-07T06:53:18Z
288	flask-restful	RESTful API	2973	2012-10-12T00:08:51Z
289	flask-restless	RESTful API	803	2012-02-29T05:59:30Z
290	cornice	RESTful API	308	2011-10-12T13:17:51Z
291	hug	RESTful API	4547	2015-07-17T03:33:50Z
292	restless	RESTful API	633	2014-01-13T02:54:50Z
293	ripozo	RESTful API	177	2015-02-05T23:06:12Z
294	sandman	RESTful API	2280	2013-07-20T19:52:21Z
295	SimpleJSONRPCServer	RPC Servers	322	2010-09-18T01:28:54Z
296	zeroRPC	RPC Servers	2012	2012-02-24T22:15:23Z
297	bcbio-nextgen	Science	461	2013-02-06T11:14:50Z
298	bccb	Science	372	2008-12-09T21:05:22Z
299	ObsPy	Science	312	2012-09-08T19:17:46Z
300	PyMC	Science	2433	2009-05-05T09:43:50Z
301	statsmodels	Science	2264	2011-06-12T17:04:50Z
302	SymPy	Science	4111	2010-04-30T20:37:14Z
303	Zipline	Science	5409	2012-10-19T15:50:29Z
304	django-haystack	Search	2249	2009-01-29T20:23:57Z
305	elasticsearch-dsl-py	Search	1394	2014-03-05T16:19:39Z
306	esengine	Search	76	2015-10-28T18:09:21Z
307	pysolr	Search	410	2009-07-01T17:54:08Z
308	solrpy	Search	24	2015-03-13T08:12:26Z
309	marshmallow	Serialization	1889	2013-11-10T21:32:24Z
310	apex	Serverless Frameworks	6002	2015-12-19T23:54:31Z
311	python-lambda	Serverless Frameworks	474	2016-02-26T03:21:06Z
312	Zappa	Serverless Frameworks	4706	2016-01-20T21:57:04Z
313	tablib	Specific Formats Processing	2568	2011-03-28T02:36:50Z
314	Marmir	Specific Formats Processing	131	2011-11-25T19:44:35Z
315	pyexcel	Specific Formats Processing	275	2014-08-22T12:52:20Z
316	python-docx	Specific Formats Processing	922	2013-10-15T14:50:41Z
317	unoconv	Specific Formats Processing	1035	2011-04-11T17:22:04Z
318	xlwt	Specific Formats Processing	666	2012-03-07T04:53:58Z
319	PDFMiner	Specific Formats Processing	2327	2010-12-12T12:50:22Z
320	PyPDF2	Specific Formats Processing	1494	2012-01-06T17:13:38Z
321	Mistune	Specific Formats Processing	987	2014-02-18T10:13:04Z
322	Python-Markdown	Specific Formats Processing	1106	2010-05-29T02:59:45Z
323	csvkit	Specific Formats Processing	2822	2011-04-01T03:00:30Z
324	unp	Specific Formats Processing	278	2014-08-23T21:59:41Z
325	Cactus	Static Site Generator	3110	2011-02-28T11:56:43Z
326	django-taggit	Tagging	1727	2009-12-08T23:40:49Z
327	Jinja2	Template Engine	4435	2010-10-17T13:41:17Z
328	hypothesis	Testing	2040	2013-03-10T13:51:19Z
329	nose	Testing	1122	2011-12-13T19:36:32Z
330	nose2	Testing	384	2011-12-14T15:33:15Z
331	Robot Framework	Testing	1701	2014-06-27T11:10:38Z
332	green	Testing	460	2014-04-01T20:08:18Z
333	locust	Testing	5865	2011-02-17T11:08:03Z
334	PyAutoGUI	Testing	1065	2014-07-17T23:30:38Z
335	sixpack	Testing	1361	2012-11-15T00:01:06Z
336	splinter	Testing	1478	2010-09-18T20:59:15Z
337	freezegun	Testing	1129	2012-12-11T05:11:00Z
338	httmock	Testing	309	2013-03-19T23:35:33Z
339	httpretty	Testing	1429	2011-01-28T14:59:02Z
340	responses	Testing	1615	2013-11-15T23:28:18Z
341	VCR.py	Testing	928	2012-05-29T04:52:00Z
342	factory_boy	Testing	1234	2011-05-11T08:26:59Z
343	mixer	Testing	429	2013-05-19T13:49:50Z
344	model_mommy	Testing	699	2011-01-09T18:05:24Z
345	mimesis	Testing	1560	2016-09-09T21:41:22Z
346	fake2db	Testing	1768	2014-02-18T19:14:28Z
347	faker	Testing	4985	2012-11-12T23:00:09Z
348	FuckIt.py	Testing	2585	2013-06-21T18:52:33Z
349	chardet	Text Processing	788	2012-07-26T20:30:54Z
350	ftfy	Text Processing	1764	2012-08-24T16:14:59Z
351	fuzzywuzzy	Text Processing	3540	2011-07-08T19:32:34Z
352	Levenshtein	Text Processing	350	2013-11-29T13:40:48Z
353	pangu.py	Text Processing	61	2014-02-11T18:42:39Z
354	pyfiglet	Text Processing	235	2010-12-09T13:34:17Z
355	pypinyin	Text Processing	651	2013-09-14T14:01:40Z
356	shortuuid	Text Processing	794	2011-01-08T13:00:43Z
357	uniout	Text Processing	131	2012-05-24T09:47:05Z
358	xpinyin	Text Processing	461	2010-05-20T13:28:54Z
359	awesome-slugify	Text Processing	355	2013-10-19T02:58:27Z
360	python-slugify	Text Processing	387	2012-10-15T01:44:50Z
361	unicode-slugify	Text Processing	248	2011-03-24T23:08:09Z
362	phonenumbers	Text Processing	1599	2011-04-21T03:06:38Z
363	python-nameparser	Text Processing	226	2014-04-02T03:31:21Z
364	python-user-agents	Text Processing	595	2013-01-05T00:44:11Z
365	sqlparse	Text Processing	984	2012-04-18T19:33:21Z
366	boto3	Third-party APIs	2448	2014-10-03T21:38:03Z
367	django-wordpress	Third-party APIs	248	2009-03-27T17:34:59Z
368	facebook-sdk	Third-party APIs	2062	2011-05-11T13:38:27Z
369	facepy	Third-party APIs	656	2011-04-20T19:27:48Z
370	gmail	Third-party APIs	1420	2013-07-29T03:46:41Z
371	google-api-python-client	Third-party APIs	1720	2014-01-08T21:55:56Z
372	gspread	Third-party APIs	2680	2011-12-02T10:46:20Z
373	twython	Third-party APIs	1397	2009-04-02T05:01:31Z
374	furl	URL Manipulation	1127	2011-11-17T01:08:16Z
375	purl	URL Manipulation	193	2012-03-27T21:18:43Z
376	pyshorteners	URL Manipulation	163	2013-09-30T18:33:24Z
377	short_url	URL Manipulation	93	2012-11-23T17:40:32Z
378	webargs	URL Manipulation	487	2014-02-17T02:16:12Z
379	scikit-video	Video	65	2014-05-29T11:04:02Z
380	netius	WSGI Servers	73	2014-04-23T08:16:49Z
381	Haul	Web Content Extracting	101	2013-10-01T02:39:55Z
382	html2text	Web Content Extracting	396	2014-02-19T22:41:11Z
383	lassie	Web Content Extracting	360	2013-07-30T20:41:39Z
384	micawber	Web Content Extracting	361	2012-03-27T21:42:46Z
385	newspaper	Web Content Extracting	5032	2013-11-25T09:50:50Z
386	opengraph	Web Content Extracting	103	2011-06-17T08:11:10Z
387	python-goose	Web Content Extracting	2669	2012-01-08T20:52:44Z
388	python-readability	Web Content Extracting	1245	2011-05-02T18:51:48Z
389	sanitize	Web Content Extracting	37	2014-04-06T22:02:26Z
390	sumy	Web Content Extracting	1064	2013-02-20T12:56:48Z
391	textract	Web Content Extracting	1962	2014-07-03T20:36:59Z
392	cola	Web Crawling	1164	2013-05-15T06:41:01Z
393	Demiurge	Web Crawling	57	2014-04-18T19:47:29Z
394	MechanicalSoup	Web Crawling	1620	2014-05-26T09:06:11Z
395	portia	Web Crawling	5388	2014-03-21T14:24:31Z
396	pyspider	Web Crawling	9617	2014-02-21T19:18:47Z
397	RoboBrowser	Web Crawling	2865	2014-02-08T21:29:49Z
398	awesome-django	Web Frameworks	5935	2014-07-28T21:15:13Z
399	awesome-flask	Web Frameworks	4241	2014-03-08T07:54:36Z
400	awesome-pyramid	Web Frameworks	369	2014-09-05T12:17:59Z
401	Sanic	Web Frameworks	6680	2016-05-26T04:38:22Z
402	AutobahnPython	WebSocket	1527	2011-07-27T15:22:13Z
403	Crossbar	WebSocket	1330	2013-10-14T11:10:50Z
404	django-socketio	WebSocket	1046	2011-08-01T21:18:34Z
405	WebSocket-for-Python	WebSocket	833	2011-08-08T20:53:26Z
406	awesome	Weekly	64625	2014-07-11T13:42:37Z
407	lists	Weekly	4447	2013-11-14T22:25:24Z
408	pycrumbs	Weekly	2588	2013-06-30T15:01:34Z
409	python-github-projects	Weekly	389	2014-05-16T23:57:07Z
410	python_reference	Weekly	1869	2013-10-29T22:04:12Z
411	pythonidae	Weekly	559	2014-04-12T18:21:54Z

スター数のTop10を見てみると、TensorFlow, Caffe, KerasなどのDeep Learning関連や、httpie、thefuckなどのPythonで書かれたコマンドラインツールが人気のようだ。ついでに、Star historyを使ってスター数の推移を調べてみた。TensorFlowとawesome（awesome-◯◯をまとめたリポジトリ）の伸びが凄い。

f:id:wonder-wall:20170830215547p:plain

awesome-pythonなどのawesome-◯◯をさらにまとめたawesomeリンク集についての結果は下記。

wonderwall.hatenablog.com