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NCAA Men's Basketball Data

A csv file of team-level ncaa data with tournament outcomes included.

Data preview

school conf season wl sos pts_diff ncaa_result
duke ACC 1998-99 0.949 10.14 24.6 Lost National Final
gonzaga WCC 2016-17 0.970 2.36 23.4 Playing First Round
kentucky SEC 1948-49 0.941 NA 23.2 Won National Final
kentucky SEC 1995-96 0.944 10.06 22.0 Won National Final
duke ACC 1997-98 0.889 9.33 21.5 Lost Regional Final
kentucky SEC 1996-97 0.875 9.20 20.3 Lost National Final
duke ACC 2000-01 0.897 11.98 20.2 Won National Final
kentucky SEC 2014-15 0.974 8.67 20.1 Lost National Semifinal
louisville AAC 2013-14 0.838 4.80 19.9 Lost Regional Semifinal
duke ACC 2001-02 0.886 9.16 19.7 Lost Regional Semifinal

My NCAA model (multilevel model prediction estimates)

school conf wl sos ap_pre ncaa_mlm
kansas Big 12 0.875 12.39 3 17.6105725
villanova Big East 0.912 9.91 4 16.7695024
kentucky SEC 0.853 9.90 2 16.2008208
duke ACC 0.771 11.66 1 15.7454001
north-carolina ACC 0.794 11.70 6 14.7166157
oregon Pac-12 0.853 7.48 5 14.1132419
arizona Pac-12 0.882 7.61 10 13.2653849
louisville ACC 0.750 12.07 13 12.0548911
virginia ACC 0.688 11.35 8 11.8882056
wisconsin Big Ten 0.735 8.89 9 11.6001659
ucla Pac-12 0.879 5.85 16 10.7362318
xavier Big East 0.618 11.21 7 10.6679073
gonzaga WCC 0.970 2.36 14 10.3470524
purdue Big Ten 0.781 8.40 15 10.0503794
west-virginia Big 12 0.765 9.18 20 9.1508602
baylor Big 12 0.781 12.00 30 8.3973735
creighton Big East 0.735 9.20 22 8.1629539
michigan-state Big Ten 0.576 10.37 12 8.0670749
saint-marys-ca WCC 0.875 1.68 17 7.7402880
iowa-state Big 12 0.697 11.85 24 6.8783858
maryland Big Ten 0.750 8.35 25 6.6960219
florida-state ACC 0.758 9.54 30 6.5586993
florida SEC 0.750 10.53 30 6.3688666
butler Big East 0.742 10.46 30 6.2985980
notre-dame ACC 0.735 10.15 30 5.8383706
cincinnati AAC 0.853 5.03 30 5.7364837
southern-methodist AAC 0.882 4.41 30 5.6801785
rhode-island A-10 0.727 4.07 23 5.1510566
minnesota Big Ten 0.727 9.10 30 4.6732296
south-carolina SEC 0.688 8.63 30 4.5100438
virginia-tech ACC 0.688 8.74 30 4.1158076
michigan Big Ten 0.686 9.56 30 4.0392509
arkansas SEC 0.735 8.12 30 4.0193251
wichita-state MVC 0.882 2.24 30 3.9396729
southern-california Pac-12 0.727 5.68 30 3.6883352
northwestern Big Ten 0.676 8.18 30 3.5450787
miami-fl ACC 0.656 10.11 30 3.3495250
seton-hall Big East 0.656 9.50 30 3.1840471
dayton A-10 0.774 3.98 30 3.0884987
illinois-state MVC 0.818 2.78 30 3.0653947
oklahoma-state Big 12 0.625 12.00 30 3.0533764
virginia-commonwealth A-10 0.765 3.68 30 2.8744648
kansas-state Big 12 0.606 10.31 30 2.8346408
nevada MWC 0.824 1.61 30 2.5118700
providence Big East 0.625 8.21 30 2.4225528
marquette Big East 0.613 8.75 30 2.2259922
wake-forest ACC 0.594 10.27 30 2.1732670
vanderbilt SEC 0.559 10.71 30 1.6862062
north-carolina-wilmington CAA 0.853 -0.99 30 1.4933315
middle-tennessee CUSA 0.882 -1.35 30 1.4876711
princeton Ivy 0.793 -2.32 30 0.8161832
east-tennessee-state Southern 0.794 -2.54 30 0.6139347
monmouth MAAC 0.818 -2.94 30 0.4885600
kent-state MAC 0.629 -2.00 30 0.4124058
bucknell Patriot 0.765 -3.19 30 0.3229036
vermont AEC 0.853 -3.79 30 0.2480059
iona MAAC 0.647 -3.01 30 0.1565354
troy Sun Belt 0.611 -3.89 30 0.0557767
jacksonville-state OVC 0.588 -3.89 30 0.0485584
mount-st-marys NEC 0.559 -4.11 30 -0.0298435
new-orleans Southland 0.645 -5.37 30 -0.2197793
new-mexico-state WAC 0.848 -4.80 30 -0.2362494
north-dakota Big Sky 0.710 -6.22 30 -0.5803216
winthrop Big South 0.813 -6.70 30 -1.0713278
texas-southern SWAC 0.676 -8.52 30 -1.1722294