SportsDataAnalytics

This is a growing collection of sports analytics resources, including code, data sets & statistics, visualizations, metrics, predictive analytics, machine learning, as well as other data-driven sports research, labs, conferences, papers, pioneers & news about baseball, football, basketball, soccer, hockey, tennis...for pro, college & highschool level, men & women's sports.*

https://www.google.com/search?q=sports+data+visualization&safe=off&tbm=isch&tbo=u&source=univ&sa=X&ei=apAsVO-vCoWKyATxk4CABw&ved=0CB8QsAQ&biw=1525&bih=820

https://github.com/imclab/2014-data-and-resources

https://github.com/imclab/Sports-Stats

https://github.com/numenta/nupic/wiki/Data-Sets-for-NuPIC

https://github.com/imclab/sport.db.ruby

http://openfootball.github.io/

https://github.com/imclab/world-cup

https://github.com/imclab/sport.db.ruby

https://github.com/imclab/openfootball.github.io

https://github.com/imclab/at-austria

https://github.com/openfootball/api

https://github.com/imclab/football.html

https://github.com/imclab/football.js

https://github.com/imclab/football.api.js

https://github.com/footballjs/starter

https://github.com/sportkit/sport.db.starter.node.js/fork

https://github.com/imclab/book

http://soccermetrics.github.io/fmrd-summary-api/examples/main.html

http://danielfrg.com/blog/2013/04/01/nba-scraping-data/

http://www.databasebasketball.com/

http://espn.go.com/nba/teams

https://github.com/danielfrg

https://github.com/Web5design/streamparse

https://github.com/imclab/nba

https://docs.google.com/document/d/1sYJfPtEf9YGQmtpTojw-L-TZnMYnN1Gi-S_5WtYY-mk/edit

https://github.com/imclab/atp-world-tour-tennis-data

http://journalofsportsanalytics.com/

http://sportsanalyticsblog.com/

http://en.wikipedia.org/wiki/MIT_Sloan_Sports_Analytics_Conference

http://www.sloansportsconference.com/

http://espn.go.com/blog/truehoop/post/_/id/25947/mit-sloan-sports-analytics-conference-bullets

http://espn.go.com/blog/truehoop/post/_/id/25895/brain-mapping-the-future-of-scouting

http://espn.go.com/blog/truehoop/post/_/id/25735/the-data-holy-grail

http://espn.go.com/blog/truehoop/post/_/id/25836/gut-vs-data-in-nba-decision-making

http://espn.go.com/blog/truehoop/post/_/id/25894/bullets-from-the-basketball-analytics-panel

http://espn.go.com/blog/truehoop/post/_/id/25801/the-duller-side-of-the-statistical-cutting-edge

http://espn.go.com/blog/truehoop/post/_/id/25735/the-data-holy-grail

http://espn.go.com/blog/truehoop/post/_/id/25985/dynamic-efficiency-the-nash-equilibrium-kobe-as-an-undershooter

http://hooptheory.com/

http://espn.go.com/blog/truehoop/post/_/id/25985/dynamic-efficiency-the-nash-equilibrium-kobe-as-an-undershooter

http://espn.go.com/blog/truehoop/post/_/id/26001/futurism-and-coaching

http://hoopspeak.com/2011/02/nba-peds-the-singularity/

http://www.48minutesofhell.com/mit-sloan-sports-analytics-future

http://espn.go.com/blog/truehoop/post/_/id/26026/social-media-and-the-business-of-sports

http://www.cio.com/article/2377954/data-management/8-ways-big-data-and-analytics-will-change-sports.html

http://www.sas.com/en_us/industry/sports.html

http://www.sloansportsconference.com/

https://www.google.com/search?q=sports%20analytics&gws_rd=ssl

https://www.bsports.com/

http://www.forbes.com/sites/prishe/2014/03/01/2014-mit-sloan-sports-analytics-conference-a-review-of-day-1/

http://www.sbnation.com/longform/2013/3/7/4071420/sloan-sports-analytics-conference-recap-ssac-2013

http://grantland.com/features/expected-value-possession-nba-analytics/

http://ec.europa.eu/sport/policy/economic_dimension/sport_statistics_en.htm

http://www.abs.gov.au/ausstats/[email protected]/mf/4156.0

http://www.statisticbrain.com/youth-sports-statistics/

http://en.wikipedia.org/wiki/Category:Sports_records_and_statistics

http://www.bls.gov/spotlight/2008/sports/

http://www.the-sports.org/

http://ec.europa.eu/sport/policy/economic_dimension/sport_statistics_en.htm

http://www.optasports.com/

http://espn.go.com/espn/elias

http://www.sportsclubstats.com/NHL.html

http://www.sportstats.ca/

http://www.sfstats.net/basketball/

http://community.amstat.org/sis/home

http://community.amstat.org/sis/sportsdataresources

http://www.masseyratings.com/data.php

http://www.masseyratings.com/scores.php?tm=pga2012

http://www.masseyratings.com/scores.php?tm=mlb2014

http://www.masseyratings.com/scores.php?s=205682

http://www.stevegtennis.com/

http://www.cybersportsusa.com/

https://erikberg.com/mlb

http://www.iptc.org/cms/site/index.html?channel=CH0105

https://erikberg.com/xmlstats/boxsamp.xml

https://erikberg.com/mlb/standings.xml

http://www.cbc.ca/sports

http://sportwire.sourceforge.net/

http://gd2.mlb.com/components/

http://biz.stats.com/index.asp

http://www.xmlteam.com/

http://www.collegefootballpoll.com/polls_1936_present.html

http://www.collegefootballpoll.com/polls_1936_present_i.html

http://www.kenn.com/the_blog/

http://www.sportsstats.com/

http://www.shrpsports.com/

http://www.cfbdatawarehouse.com/

http://www.dotster.com/dotster/sites/fortune-city.bml

http://www.goldsheet.com/gs_new/index.php

http://www.fanbase.com/

http://www.pointstreak.com/prostats/index.html

http://www.sporthistinfo.co.uk/

http://www.timstats.net/

http://www.womensfootballcentral.com/

http://www.ncaa-baseball.com/

http://www.masseyratings.com/scores.php?tm=nba2014

http://www.masseyratings.com/scores.php?tm=wnba2014

http://www.masseyratings.com/scores.php?tm=nfl2014

http://www.masseyratings.com/scores.php?tm=clax2006

http://www.masseyratings.com/scores.php?tm=claxw2005

http://www.masseyratings.com/scores.php?tm=csoc2006

http://www.masseyratings.com/scores.php?tm=csocw2010

http://sports.yahoo.com/nba/stats/byposition?pos=PG,SG,G,GF,SF,PF,F,FC,C

http://www.sports-reference.com/

http://www.sportstats.com/

http://www.sportstats.com/soccer/

http://www.sportstats.ca/

http://community.amstat.org/sis/home

http://www.ncaa.org/championships/statistics

http://sports.yahoo.com/nba/stats/byposition?pos=PG,SG,G,GF,SF,PF,F,FC,C

http://www.stats.com/

http://dakstats.daktronics.com/Pages/default.aspx

http://www.momsteam.com/health-safety/concussion-rates-high-school-sports

http://imclab.tumblr.com/post/77967060938/sportia-2014-sports-news-program-packaging

http://justfootballfacts.tumblr.com/

http://football-addict.tumblr.com/post/5101242227/football-facts

http://footballerfacts.tumblr.com/

http://www.slideshare.net/knightfoundation/knight-civictech

http://football-addict.tumblr.com/post/5101242227/football-facts

http://opl.apa.org/Experiments/About/AboutMentalRotation.aspx

https://www.bsports.com/football-dynamics#.VDBz5OfDpNB

https://www.bsports.com/world-cup#.VDB0FufDpNC

https://www.bsports.com/world-cup#.VDBz5OfDpNB

https://www.bsports.com/statsinsights#.VDB0KOfDpNB

http://www.baseballprospectus.com/

http://www.degruyter.com/view/j/jqas.2009.5.3/jqas.2009.5.3.1169/jqas.2009.5.3.1169.xml?format=INT

http://www.degruyter.com/view/j/jqas

https://github.com/criccomini

https://github.com/criccomini/ezdb

https://github.com/criccomini/weapon-of-choice

http://riccomini.name/posts/game-time-baby/2012-09-29-streaming-live-sports-schedule-scores-stats-api/

http://riccomini.name/posts/data-visualization/

http://riccomini.name/posts/python/

http://riccomini.name/posts/iphone/

https://github.com/imclab/motorsport-yaml

http://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=8&ved=0CFUQFjAH&url=http%3A%2F%2Fwww.nlpr.labs.gov.cn%2F2008papers%2Fgjkw%2Fgk9.pdf&ei=AmAwVJG2KpaUsQSM9IG4CA&usg=AFQjCNFRkByjCiuUzqvmva3DwrkRf7vmDA&sig2=0xs35hCqgYa7JddZixee_A

http://www.bbc.com/sport/0/football/

http://wiki.serviio.org/doku.php?id=live_stream_folders

http://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=6&ved=0CEMQFjAF&url=http%3A%2F%2Fwww.ntu.edu.sg%2Fhome%2Faseschng%2FSpeechTechWeb%2Fmembers%2FConformation_theses%2FThesis_Wang_Jinjun_20071007.pdf&ei=AmAwVJG2KpaUsQSM9IG4CA&usg=AFQjCNEIUGJl8QBI1U4ogiVxZ9XiiL2r3w&sig2=2iV1W9ToK0ooLIllMqYCHA

https://github.com/ros/genmsg

http://wiki.ros.org/genmsg

https://github.com/wg-perception

https://github.com/PointCloudLibrary

https://github.com/ros-visualization

https://github.com/ros-interactive-manipulation

https://github.com/AlJohri

https://github.com/AlJohri/EveryLastMorsel

https://github.com/AlJohri/nu-caesar-scraper

https://github.com/alpaca/socialscraper

https://github.com/PoliticalFraming/politicalframing

https://github.com/alpaca/flask-template

https://github.com/sunlightlabs/Capitol-Words

https://github.com/ISBE-Tech

https://github.com/collegedesis

https://github.com/lizzb

https://github.com/harperreed

https://github.com/KartikTalwar

https://github.com/tpope

https://github.com/maryrosecook

https://github.com/rachelmyers

https://github.com/gsouquet

https://github.com/anderoonies

https://github.com/holman

https://github.com/imkevinxu

https://github.com/znewman01

https://github.com/richchang0

https://github.com/imclab/serviced

https://github.com/imclab/brownie.js

https://github.com/imclab/python-ovrsdk

https://github.com/imclab/SportsTweet

http://projects.knightlab.com/projects/sportstweet

https://github.com/shengwu/SportsTweet

https://github.com/imclab/atp-world-tour-tennis-data

https://github.com/imclab/strange-attractors

https://github.com/imclab/motorsport-yaml

https://github.com/imclab/tennis-probability-calculator

https://github.com/imclab/atpworldtour-api

https://github.com/imclab/tennis-rating-dbn-em-octave

https://github.com/bayesnet/bnt/fork

https://gist.github.com/JT5D/29dfaf5b45cab1387b4d

http://datahub.io/dataset/atp-wta-professional-tennis-tournament-data

https://github.com/imclab/atp-world-tour-tennis-data

http://blog.danmachine.com/2012/02/on-probability-of-winning-tennis-match.html about:blank

http://gcao.github.io/tennis/

http://sportsanalyticsblog.com/

http://fanvsfan.com/

http://www.huffingtonpost.com/richard-attias/big-data-the-next-revolut_b_5800342.html

https://gigaom.com/2014/03/07/sports-is-big-business-which-means-its-fertile-ground-for-big-data/

http://www.eweek.com/database/sports-teams-use-big-data-analytics-to-improve-fan-experience.html

http://www.ibm.com/smarterplanet/us/en/sports/

http://www.forbes.com/sites/davefeinleib/2012/10/05/big-sports-powered-by-big-data-4/

http://www.usatoday.com/story/tech/columnist/2014/07/18/big-data-and-sports-roger-craig-san-francisco-49ers-commentary/12599477/

http://www.osmguy.com/

http://sportsdatahub.com/visualization/

http://www.quora.com/Data-Visualization-in-Sports

http://www.cc.gatech.edu/gvu/ii/sportvis/

http://workshop.sportvis.com/

http://www.ic.gatech.edu/research/vr

http://www.cse.gatech.edu/research/damlv

http://www.cc.gatech.edu/gvu/ii/sportvis/snapshot/

http://www.cc.gatech.edu/gvu/ii/sportvis/sportvis/

http://www.sportvis.com/

http://www.computer.org/csdl/proceedings/ieee_infovis/1996/7668/00/76680108-abs.html

http://en.wikipedia.org/wiki/Bill_James

http://sports.espn.go.com/fantasy/baseball/flb/story?page=mlbdk2k10ballparks

http://nesn.com/2011/08/bill-james-explains-new-temperature-gauge-statistic-to-determine-how-hot-or-cold-a-hitter-is/

http://www.actasports.com/detail.html?session=82f1727dad3593523e7f2b76a7e260dd&id=9780879463205

http://www.actasports.com/detail.html?&id=0879463171

http://www.baseballprospectus.com/

http://www.footballoutsiders.com/stat-analysis/2004/hard-times-class-96

http://en.wikipedia.org/wiki/Keltner_list

http://www.chicagobusiness.com/article/20140515/BLOGS04/140519841/stats-llc-sold-to-private-equity-firm

http://www.stats.com/

http://www.sbnation.com/

http://www.baseball-reference.com/bullpen/Pythagorean_Theorem_of_Baseball

http://kenpom.com/

http://www.basketballonpaper.com/links.html

http://www.rawbw.com/~deano/

http://www.alleyoop.com/

http://www.82games.com/

http://www.basketball-reference.com/

http://www.footballoutsiders.com/

http://www.crashingthedance.com/

http://www.cc.gatech.edu/gvu/ii/about.html

http://vizthinker.com/category/data-visualization/sports-data-visualization/

http://www.sloansportsconference.com/?p=10062

http://workshop.sportvis.com/

http://www.tableausoftware.com/public/gallery/topic/Sports

http://www.chartball.com/

https://www.google.com/search?q=sports+data+visualization&safe=off&tbm=isch&tbo=u&source=univ&sa=X&ei=apAsVO-vCoWKyATxk4CABw&ved=0CB8QsAQ&biw=1525&bih=820

https://github.com/imclab/2014-data-and-resources

https://github.com/imclab/Sports-Stats

https://github.com/numenta/nupic/wiki/Data-Sets-for-NuPIC

https://github.com/imclab/sport.db.ruby

http://openfootball.github.io/

https://github.com/imclab/world-cup

https://github.com/imclab/sport.db.ruby

https://github.com/imclab/openfootball.github.io

https://github.com/imclab/at-austria

https://github.com/openfootball/api

https://github.com/imclab/football.html

https://github.com/imclab/football.js

https://github.com/imclab/football.api.js

https://github.com/footballjs/starter

https://github.com/sportkit/sport.db.starter.node.js/fork

https://github.com/imclab/book

http://soccermetrics.github.io/fmrd-summary-api/examples/main.html

http://danielfrg.com/blog/2013/04/01/nba-scraping-data/

http://www.databasebasketball.com/

http://espn.go.com/nba/teams

https://github.com/danielfrg

https://github.com/Web5design/streamparse

https://github.com/imclab/nba

https://docs.google.com/document/d/1sYJfPtEf9YGQmtpTojw-L-TZnMYnN1Gi-S_5WtYY-mk/edit

https://github.com/imclab/atp-world-tour-tennis-data

http://journalofsportsanalytics.com/

http://sportsanalyticsblog.com/

http://en.wikipedia.org/wiki/MIT_Sloan_Sports_Analytics_Conference

http://www.sloansportsconference.com/

http://espn.go.com/blog/truehoop/post/_/id/25947/mit-sloan-sports-analytics-conference-bullets

http://espn.go.com/blog/truehoop/post/_/id/25895/brain-mapping-the-future-of-scouting

http://espn.go.com/blog/truehoop/post/_/id/25735/the-data-holy-grail

http://espn.go.com/blog/truehoop/post/_/id/25836/gut-vs-data-in-nba-decision-making

http://espn.go.com/blog/truehoop/post/_/id/25894/bullets-from-the-basketball-analytics-panel

http://espn.go.com/blog/truehoop/post/_/id/25801/the-duller-side-of-the-statistical-cutting-edge

http://espn.go.com/blog/truehoop/post/_/id/25735/the-data-holy-grail

http://espn.go.com/blog/truehoop/post/_/id/25985/dynamic-efficiency-the-nash-equilibrium-kobe-as-an-undershooter

http://hooptheory.com/

http://espn.go.com/blog/truehoop/post/_/id/25985/dynamic-efficiency-the-nash-equilibrium-kobe-as-an-undershooter

http://espn.go.com/blog/truehoop/post/_/id/26001/futurism-and-coaching

http://hoopspeak.com/2011/02/nba-peds-the-singularity/

http://www.48minutesofhell.com/mit-sloan-sports-analytics-future

http://espn.go.com/blog/truehoop/post/_/id/26026/social-media-and-the-business-of-sports

http://www.cio.com/article/2377954/data-management/8-ways-big-data-and-analytics-will-change-sports.html

http://www.sas.com/en_us/industry/sports.html

http://www.sloansportsconference.com/

https://www.google.com/search?q=sports%20analytics&gws_rd=ssl

https://www.bsports.com/

http://www.forbes.com/sites/prishe/2014/03/01/2014-mit-sloan-sports-analytics-conference-a-review-of-day-1/

http://www.sbnation.com/longform/2013/3/7/4071420/sloan-sports-analytics-conference-recap-ssac-2013

http://grantland.com/features/expected-value-possession-nba-analytics/

http://ec.europa.eu/sport/policy/economic_dimension/sport_statistics_en.htm

http://www.abs.gov.au/ausstats/[email protected]/mf/4156.0

http://www.statisticbrain.com/youth-sports-statistics/

http://en.wikipedia.org/wiki/Category:Sports_records_and_statistics

http://www.bls.gov/spotlight/2008/sports/

http://www.the-sports.org/

http://ec.europa.eu/sport/policy/economic_dimension/sport_statistics_en.htm

http://www.optasports.com/

http://espn.go.com/espn/elias

http://www.sportsclubstats.com/NHL.html

http://www.sportstats.ca/

http://www.sfstats.net/basketball/

http://community.amstat.org/sis/home

http://community.amstat.org/sis/sportsdataresources

http://www.masseyratings.com/data.php

http://www.masseyratings.com/scores.php?tm=pga2012

http://www.masseyratings.com/scores.php?tm=mlb2014

http://www.masseyratings.com/scores.php?s=205682

http://www.stevegtennis.com/

http://www.cybersportsusa.com/

https://erikberg.com/mlb

http://www.iptc.org/cms/site/index.html?channel=CH0105

https://erikberg.com/xmlstats/boxsamp.xml

https://erikberg.com/mlb/standings.xml

http://www.cbc.ca/sports

http://sportwire.sourceforge.net/

http://gd2.mlb.com/components/

http://biz.stats.com/index.asp

http://www.xmlteam.com/

http://www.collegefootballpoll.com/polls_1936_present.html

http://www.collegefootballpoll.com/polls_1936_present_i.html

http://www.kenn.com/the_blog/

http://www.sportsstats.com/

http://www.shrpsports.com/

http://www.cfbdatawarehouse.com/

http://www.dotster.com/dotster/sites/fortune-city.bml

http://www.goldsheet.com/gs_new/index.php

http://www.fanbase.com/

http://www.pointstreak.com/prostats/index.html

http://www.sporthistinfo.co.uk/

http://www.timstats.net/

http://www.womensfootballcentral.com/

http://www.ncaa-baseball.com/

http://www.masseyratings.com/scores.php?tm=nba2014

http://www.masseyratings.com/scores.php?tm=wnba2014

http://www.masseyratings.com/scores.php?tm=nfl2014

http://www.masseyratings.com/scores.php?tm=clax2006

http://www.masseyratings.com/scores.php?tm=claxw2005

http://www.masseyratings.com/scores.php?tm=csoc2006

http://www.masseyratings.com/scores.php?tm=csocw2010

http://sports.yahoo.com/nba/stats/byposition?pos=PG,SG,G,GF,SF,PF,F,FC,C

http://www.sports-reference.com/

http://www.sportstats.com/

http://www.sportstats.com/soccer/

http://www.sportstats.ca/

http://community.amstat.org/sis/home

http://www.ncaa.org/championships/statistics

http://sports.yahoo.com/nba/stats/byposition?pos=PG,SG,G,GF,SF,PF,F,FC,C

http://www.stats.com/

http://dakstats.daktronics.com/Pages/default.aspx

http://www.momsteam.com/health-safety/concussion-rates-high-school-sports

http://imclab.tumblr.com/post/77967060938/sportia-2014-sports-news-program-packaging

http://justfootballfacts.tumblr.com/

http://football-addict.tumblr.com/post/5101242227/football-facts

http://footballerfacts.tumblr.com/

http://www.slideshare.net/knightfoundation/knight-civictech

http://football-addict.tumblr.com/post/5101242227/football-facts

http://opl.apa.org/Experiments/About/AboutMentalRotation.aspx

https://www.bsports.com/football-dynamics#.VDBz5OfDpNB

https://www.bsports.com/world-cup#.VDB0FufDpNC

https://www.bsports.com/world-cup#.VDBz5OfDpNB

https://www.bsports.com/statsinsights#.VDB0KOfDpNB

http://www.baseballprospectus.com/

http://www.degruyter.com/view/j/jqas.2009.5.3/jqas.2009.5.3.1169/jqas.2009.5.3.1169.xml?format=INT

http://www.degruyter.com/view/j/jqas

https://github.com/criccomini

https://github.com/criccomini/ezdb

https://github.com/criccomini/weapon-of-choice

http://riccomini.name/posts/game-time-baby/2012-09-29-streaming-live-sports-schedule-scores-stats-api/

http://riccomini.name/posts/data-visualization/

http://riccomini.name/posts/python/

http://riccomini.name/posts/iphone/

https://github.com/imclab/motorsport-yaml

http://www.bbc.com/sport/0/football/

http://wiki.serviio.org/doku.php?id=live_stream_folders

https://github.com/ros/genmsg

http://wiki.ros.org/genmsg

https://github.com/wg-perception

https://github.com/PointCloudLibrary

https://github.com/ros-visualization

https://github.com/ros-interactive-manipulation

https://github.com/AlJohri

https://github.com/AlJohri/EveryLastMorsel

https://github.com/AlJohri/nu-caesar-scraper

https://github.com/alpaca/socialscraper

https://github.com/PoliticalFraming/politicalframing

https://github.com/alpaca/flask-template

https://github.com/sunlightlabs/Capitol-Words

https://github.com/ISBE-Tech

https://github.com/collegedesis

https://github.com/lizzb

https://github.com/harperreed

https://github.com/KartikTalwar

https://github.com/tpope

https://github.com/maryrosecook

https://github.com/rachelmyers

https://github.com/gsouquet

https://github.com/anderoonies

https://github.com/holman

https://github.com/imkevinxu

https://github.com/znewman01

https://github.com/richchang0

https://github.com/imclab/serviced

https://github.com/imclab/brownie.js

https://github.com/imclab/python-ovrsdk

https://github.com/imclab/SportsTweet

http://projects.knightlab.com/projects/sportstweet

https://github.com/shengwu/SportsTweet

https://github.com/imclab/atp-world-tour-tennis-data

https://github.com/imclab/strange-attractors

https://github.com/imclab/motorsport-yaml

https://github.com/imclab/tennis-probability-calculator

https://github.com/imclab/atpworldtour-api

https://github.com/imclab/tennis-rating-dbn-em-octave

https://github.com/bayesnet/bnt/fork

https://gist.github.com/JT5D/29dfaf5b45cab1387b4d

http://datahub.io/dataset/atp-wta-professional-tennis-tournament-data

https://github.com/imclab/atp-world-tour-tennis-data

http://blog.danmachine.com/2012/02/on-probability-of-winning-tennis-match.html

http://gcao.github.io/tennis/

*This collection of code/data/resources is a work-in-progress inspired by Carrie Elston Tunick (http://CarrieElstonTunick.com), NYC-based painter & media artist making data-driven art about sports & mass-emotion/fanaticism. View her work at the URL above or visit her studio at IMC Lab + Gallery (by appointment only, http://TheIMClab.com).

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