Analysis.md

Github 爬虫数据分析

Github作为世界上最大的"同性"交友网站，可以说是coder的天堂。这里面的数据一定有许多有趣的地方。

这里爬取的数据主要有两大类：用户数据和仓库数据，此次分析的数据量：256171用户数据，434994仓库数据

目录

• Github 爬虫数据分析
  • 用户
    • 全球用户榜单
      • Followers人数榜
      • Following人数榜
      • Stars榜
      • Reps榜
      • Contribution榜
    • 中国用户榜单
      • Followers人数榜
      • Following人数榜
      • Stars榜
      • Reps榜
      • Contribution榜
    • 个人网站中顶级域名分布情况
    • 用户公布邮箱情况
    • 用户所在公司情况
  • 仓库
    • Stars榜
    • Forks榜
    • C
    • C
    • Java
    • Python
    • JavaScript
    • 语言使用比例

用户

全球用户榜单

Followers人数榜

Avatar	User	Repos	Stars	Followers	Following	Contributions
	https://github.com/torvalds	6	2	70400	0	8
	https://github.com/JakeWharton	95	228	45000	12	3541
	https://github.com/ruanyf	48	206	38200	0	1645
	https://github.com/tj	273	2000	34400	46	3310
	https://github.com/yyx990803	141	779	29200	90	2553
	https://github.com/addyosmani	295	807	29000	254	928
	https://github.com/gaearon	227	1300	27200	171	3019
	https://github.com/paulirish	266	723	25600	245	2375
	https://github.com/sindresorhus	975	2500	23600	50	4753
	https://github.com/kennethreitz	141	1900	21200	197	5626

Following人数榜

Avatar	User	Repos	Stars	Followers	Following	Contributions
	https://github.com/KevinHock	19	198	1300	284000	639
	https://github.com/angusshire	8	217000	10300	230000	30
	https://github.com/dalinhuang99	20	75	3200	162000	1293
	https://github.com/cusspvz	109	1200	6600	130000	90
	https://github.com/MichalPaszkiewicz	60	558	4600	72700	172
	https://github.com/nfultz	70	2500	2600	61600	2141
	https://github.com/mstraughan86	15	454	3400	60500	299
	https://github.com/opengiineer	19	90	1600	55700	46
	https://github.com/ahmetabdi	130	4100	448	53300	1954
	https://github.com/brunocasanova	46	152	2400	48300	13

Stars榜

看看谁收藏的仓库最多

Avatar	User	Repos	Stars	Followers	Following	Contributions
	https://github.com/angusshire	8	217000	10300	230000	30
	https://github.com/mcanthony	4300	42500	375	12700	21
	https://github.com/maoabc1818	9	32200	121	95	2
	https://github.com/JT5D	210	29300	276	6200	0
	https://github.com/reduxionist	15	25800	174	429	62
	https://github.com/pranavlathigara	1200	24600	793	14900	130
	https://github.com/nikolay	12	23100	243	349	469
	https://github.com/denji	1300	22500	181	397	305
	https://github.com/roscopecoltran	156	21000	121	4400	599
	https://github.com/Jerzerak	1	18900	54	0	3

Reps榜

Github上创建仓库最多的人在这里

Avatar	User	Repos	Stars	Followers	Following	Contributions
	https://github.com/pombredanne	40600	6500	149	87	2558
	https://github.com/carriercomm	20400	12900	72	176	151
	https://github.com/digideskio	18000	88	120	3900	113
	https://github.com/guoyu07	11600	91	20	1000	112
	https://github.com/modulexcite	10700	4200	30	192	15
	https://github.com/PlumpMath	10100	508	31	147	103
	https://github.com/carabina	9300	8700	83	5	101
	https://github.com/jorik041	9200	53	20	129	101
	https://github.com/treejames	8000	6900	93	897	101
	https://github.com/mehulsbhatt	7400	364	23	9	104

Contribution榜

Avatar	User	Repos	Stars	Followers	Following	Contributions
	https://github.com/robertbrook	67	32	63	114	539804
	https://github.com/SimiCode	24	11	5	15	377077
	https://github.com/jasoncalabrese	75	50	64	19	357587
	https://github.com/kinlane	222	242	346	588	199240
	https://github.com/talos	113	95	143	7	115891
	https://github.com/honzajavorek	87	167	128	93	80301
	https://github.com/felixonmars	420	369	806	149	70179
	https://github.com/xndcn	33	86	67	8	67634
	https://github.com/ojengwa	293	469	67	8	49621
	https://github.com/SergioChan	47	372	982	598	42202

365天，天天绿是种怎样的体验？

中国用户榜单

这里只是通过location中"China"、"Shanghai"类似的关键词对中国用户进行区分，所以可能有遗漏的地方，还请谅解。此次统计的中国用户数据有18011

Followers人数榜

Avatar	User	Repos	Stars	Followers	Following	Contributions
	https://github.com/ruanyf	48	206	38200	0	1645
	https://github.com/yyx990803	141	779	29200	90	2553
	https://github.com/daimajia	63	2900	20000	241	21
	https://github.com/michaelliao	61	81	19700	0	297
	https://github.com/JacksonTian	229	583	15500	151	805
	https://github.com/Trinea	24	1500	14100	38	80
	https://github.com/stormzhang	5	1500	12800	91	9
	https://github.com/lifesinger	2	278	12000	13	1
	https://github.com/cloudwu	102	63	11700	1	690
	https://github.com/phodal	254	1700	11100	15	5924

Following人数榜

Avatar	User	Repos	Stars	Followers	Following	Contributions
	https://github.com/fordream	724	21	919	19800	1
	https://github.com/Vermisse	15	25	2300	10400	102
	https://github.com/technologiclee	149	844	374	9500	6
	https://github.com/shenzhoudance	599	6	108	7700	2373
	https://github.com/kotobukki	15	68	111	7500	889
	https://github.com/vincentpanqi	1800	714	47	5600	102
	https://github.com/ovwane	220	1100	120	5500	329
	https://github.com/pisual	39	62	917	4900	122
	https://github.com/youkaichao	39	0	58	4800	113
	https://github.com/bloodycoder	73	34	162	4200	390

Stars榜

Avatar	User	Repos	Stars	Followers	Following	Contributions
	https://github.com/weimingtom	2100	9100	172	1800	1724
	https://github.com/jiangplus	28	8800	85	115	13
	https://github.com/DavidAlphaFox	346	7800	167	83	1122
	https://github.com/mayulu	12	7700	133	616	14
	https://github.com/hzy87email	73	7700	77	167	3
	https://github.com/se77en	197	7600	119	455	0
	https://github.com/JaredYeDH	166	7400	45	636	101
	https://github.com/xhs	20	7200	43	119	10
	https://github.com/paladin74	618	7100	52	901	1
	https://github.com/mrluanma	12	7000	126	541	36

Reps榜

Avatar	User	Repos	Stars	Followers	Following	Contributions
	https://github.com/skyformat99	6000	143	98	3200	134
	https://github.com/tempbottle	4200	59	21	18	101
	https://github.com/JamesLinus	4100	1600	89	3300	181
	https://github.com/hu19891110	3600	90	11	112	107
	https://github.com/WilliamRen	2900	3200	32	5	5
	https://github.com/chagge	2300	8	16	669	101
	https://github.com/forging2012	2200	789	8	71	151
	https://github.com/weimingtom	2100	9100	172	1800	1724
	https://github.com/isuhao	2000	153	62	2700	282
	https://github.com/ycaihua	1900	109	38	589	133

Contribution榜

Avatar	User	Repos	Stars	Followers	Following	Contributions
	https://github.com/felixonmars	420	369	806	149	70179
	https://github.com/SergioChan	47	372	982	598	42202
	https://github.com/dragon-yuan	16	109	35	50	18591
	https://github.com/fengss	30	67	15	1	12560
	https://github.com/xieguigang	41	115	136	143	10999
	https://github.com/csjunxu	194	81	35	51	9935
	https://github.com/airyland	183	1400	996	175	8852
	https://github.com/yutiansut	216	1100	298	8	7311
	https://github.com/lloydzhou	92	556	52	69	6729
	https://github.com/egoist	647	2700	3600	40	6236

个人网站中顶级域名分布情况

用户公布邮箱情况

用户所在公司情况

公布公司的前8

云图

仓库

Stars榜

Rep	User	Language	Stars	Fork	Commit
freeCodeCamp/freeCodeCamp	freeCodeCamp	JavaScript	291895	13667	11334
twbs/bootstrap	twbs	CSS	123341	58717	17645
EbookFoundation/free-programming-books	EbookFoundation		103480	26331	4634
tensorflow/tensorflow	tensorflow	C++	95028	60694	30887
facebook/react	facebook	JavaScript	92602	17473	9773
vuejs/vue	vuejs	JavaScript	89447	13129	2581
sindresorhus/awesome	sindresorhus		82141	10785	725
getify/You-Dont-Know-JS	getify		78848	14404	1465
d3/d3	d3	JavaScript	74472	19024	4132
airbnb/javascript	airbnb	JavaScript	68833	13127	1607

Forks榜

Rep	User	Language	Stars	Fork	Commit
jtleek/datasharing	jtleek		4332	184409	29
rdpeng/ProgrammingAssignment2	rdpeng	R	528	110145	7
octocat/Spoon-Knife	octocat	HTML	10043	97471	3
tensorflow/tensorflow	tensorflow	C++	95028	60694	30887
twbs/bootstrap	twbs	CSS	123341	58717	17645
SmartThingsCommunity/SmartThingsPublic	SmartThingsCommunity	Groovy	853	38018	2448
rdpeng/RepData_PeerAssessment1	rdpeng		69	29883	13
github/gitignore	github		63853	29259	2738
angular/angular.js	angular	JavaScript	58232	28872	8755
EbookFoundation/free-programming-books	EbookFoundation		103480	26331	4634

C

stars排行

Rep	User	Language	Stars	Fork	Commit
torvalds/linux	torvalds	C	57191	21032	744803
firehol/netdata	firehol	C	28607	2389	6690
antirez/redis	antirez	C	28340	10916	6679
git/git	git	C	21665	12634	50674
Bilibili/ijkplayer	Bilibili	C	18374	5191	2584
php/php-src	php	C	16996	4745	107206
SamyPesse/How-to-Make-a-Computer-Operating-System	SamyPesse	C	16957	3015	243
wg/wrk	wg	C	15386	1245	72
ggreer/the_silver_searcher	ggreer	C	14854	954	1974
kripken/emscripten	kripken	C	14373	1704	18154

forks排行

Rep	User	Language	Stars	Fork	Commit
torvalds/linux	torvalds	C	57191	21032	744803
git/git	git	C	21665	12634	50674
antirez/redis	antirez	C	28340	10916	6679
arduino/Arduino	arduino	C	7936	6184	6649
julycoding/The-Art-Of-Programming-By-July	julycoding	C	13544	5666	3630
MarlinFirmware/Marlin	MarlinFirmware	C	3615	5340	9015
Bilibili/ijkplayer	Bilibili	C	18374	5191	2584
php/php-src	php	C	16996	4745	107206
esp8266/Arduino	esp8266	C	7063	4378	2697
FFmpeg/FFmpeg	FFmpeg	C	10314	4377	90611

C++

stars排行

Rep	User	Language	Stars	Fork	Commit
tensorflow/tensorflow	tensorflow	C++	95028	60694	30887
electron/electron	electron	C++	58531	7642	18669
apple/swift	apple	C++	43250	6795	68510
nwjs/nw.js	nwjs	C++	33478	3731	3188
x64dbg/x64dbg	x64dbg	C++	33242	684	3923
bitcoin/bitcoin	bitcoin	C++	30209	18101	16629
google/protobuf	google	C++	24950	7150	5557
BVLC/caffe	BVLC	C++	23550	14390	4118
opencv/opencv	opencv	C++	23493	16901	23654
rethinkdb/rethinkdb	rethinkdb	C++	20993	1665	33382

forks排行

Rep	User	Language	Stars	Fork	Commit
tensorflow/tensorflow	tensorflow	C++	95028	60694	30887
bitcoin/bitcoin	bitcoin	C++	30209	18101	16629
opencv/opencv	opencv	C++	23493	16901	23654
BVLC/caffe	BVLC	C++	23550	14390	4118
electron/electron	electron	C++	58531	7642	18669
google/protobuf	google	C++	24950	7150	5557
apple/swift	apple	C++	43250	6795	68510
cocos2d/cocos2d-x	cocos2d	C++	11759	6496	36641
ArduPilot/ardupilot	ArduPilot	C++	3110	6153	31379
dmlc/xgboost	dmlc	C++	11406	5192	3254

Java

stars排行

Rep	User	Language	Stars	Fork	Commit
ReactiveX/RxJava	ReactiveX	Java	32001	5594	5328
iluwatar/java-design-patterns	iluwatar	Java	31422	10072	2022
elastic/elasticsearch	elastic	Java	29931	10408	30528
square/retrofit	square	Java	27182	5311	1569
square/okhttp	square	Java	25870	6054	3147
google/guava	google	Java	23154	5323	4676
spring-projects/spring-boot	spring-projects	Java	22927	17555	16129
PhilJay/MPAndroidChart	PhilJay	Java	21393	5939	1938
kdn251/interviews	kdn251	Java	21348	3503	370
bumptech/glide	bumptech	Java	21032	4132	2190

forks排行

Rep	User	Language	Stars	Fork	Commit
spring-projects/spring-boot	spring-projects	Java	22927	17555	16129
spring-projects/spring-framework	spring-projects	Java	20126	13328	16384
apache/incubator-dubbo	apache	Java	17706	12714	2201
elastic/elasticsearch	elastic	Java	29931	10408	30528
iluwatar/java-design-patterns	iluwatar	Java	31422	10072	2022
eugenp/tutorials	eugenp	Java	4950	8411	7809
zxing/zxing	zxing	Java	18000	7345	3425
nostra13/Android-Universal-Image-Loader	nostra13	Java	16040	6476	1025
checkstyle/checkstyle	checkstyle	Java	3597	6402	7658
netty/netty	netty	Java	13422	6122	8723

Python

stars排行

Rep	User	Language	Stars	Fork	Commit
vinta/awesome-python	vinta	Python	47930	9270	1222
rg3/youtube-dl	rg3	Python	35575	6532	16048
toddmotto/public-apis	toddmotto	Python	35115	3319	1760
jakubroztocil/httpie	jakubroztocil	Python	34746	2362	965
nvbn/thefuck	nvbn	Python	34601	1723	1463
pallets/flask	pallets	Python	34411	10562	3205
django/django	django	Python	32956	13953	25601
tensorflow/models	tensorflow	Python	32262	17985	2109
josephmisiti/awesome-machine-learning	josephmisiti	Python	31793	7780	1033
requests/requests	requests	Python	31508	5824	5416

forks排行

Rep	User	Language	Stars	Fork	Commit
tensorflow/models	tensorflow	Python	32262	17985	2109
shadowsocks/shadowsocks	shadowsocks	Python	24278	15499	1
django/django	django	Python	32956	13953	25601
scikit-learn/scikit-learn	scikit-learn	Python	27088	13623	22684
ansible/ansible	ansible	Python	29373	10728	36562
pallets/flask	pallets	Python	34411	10562	3205
keras-team/keras	keras-team	Python	27833	10213	4442
udacity/fullstack-nanodegree-vm	udacity	Python	202	9370	53
vinta/awesome-python	vinta	Python	47930	9270	1222
odoo/odoo	odoo	Python	9200	7889	115520

JavaScript

stars排行

Rep	User	Language	Stars	Fork	Commit
freeCodeCamp/freeCodeCamp	freeCodeCamp	JavaScript	291895	13667	11334
facebook/react	facebook	JavaScript	92602	17473	9773
vuejs/vue	vuejs	JavaScript	89447	13129	2581
d3/d3	d3	JavaScript	74472	19024	4132
airbnb/javascript	airbnb	JavaScript	68833	13127	1607
facebook/react-native	facebook	JavaScript	62128	14129	13166
angular/angular.js	angular	JavaScript	58232	28872	8755
jquery/jquery	jquery	JavaScript	48560	15318	6316
nodejs/node	nodejs	JavaScript	47212	9904	21744
facebook/create-react-app	facebook	JavaScript	46391	9259	1484

forks排行

Rep	User	Language	Stars	Fork	Commit
angular/angular.js	angular	JavaScript	58232	28872	8755
udacity/frontend-nanodegree-resume	udacity	JavaScript	915	25814	84
d3/d3	d3	JavaScript	74472	19024	4132
facebook/react	facebook	JavaScript	92602	17473	9773
jquery/jquery	jquery	JavaScript	48560	15318	6316
nightscout/cgm-remote-monitor	nightscout	JavaScript	439	15228	4505
mrdoob/three.js	mrdoob	JavaScript	40668	15152	22927
facebook/react-native	facebook	JavaScript	62128	14129	13166
freeCodeCamp/freeCodeCamp	freeCodeCamp	JavaScript	291895	13667	11334
vuejs/vue	vuejs	JavaScript	89447	13129	2581

语言使用比例

stars 超过100的

stars 超过1000的

stars 超过10000的

forks 超过100的

forks 超过1000的

forks 超过10000的