full_dataset_clean.parquet Profile

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📊 Dataset Overview

Rows

21,336

Columns

218

Memory Usage

145.6 MB

Missing Cells

0 (0.00%)

Duplicate Rows

Numeric Columns

172

Categorical Columns

🔢 Numeric Columns (172)

home_team_id Int64

Count	21,336
Mean	1.611e+09
Std Dev	8.654
Min	1.611e+09
25%	1.611e+09
Median	1.611e+09
75%	1.611e+09
Max	1.611e+09
Zeros	0 (0.0%)

away_team_id Int64

Count	21,336
Mean	1.611e+09
Std Dev	8.65
Min	1.611e+09
25%	1.611e+09
Median	1.611e+09
75%	1.611e+09
Max	1.611e+09
Zeros	0 (0.0%)

home_team_won int64

Count	21,336
Mean	0.5781
Std Dev	0.4939
Min	0
25%	0
Median	1
75%	1
Max	1
Zeros	9,002 (42.2%)

fs_back_to_back_away int64

Count	21,336
Mean	0.2681
Std Dev	0.443
Min	0
25%	0
Median	0
75%	1
Max	1
Zeros	15,615 (73.2%)

fs_back_to_back_home int64

Count	21,336
Mean	0.1505
Std Dev	0.3576
Min	0
25%	0
Median	0
75%	0
Max	1
Zeros	18,124 (84.9%)

fs_two_in_three_away int64

Count	21,336
Mean	0.8207
Std Dev	0.3836
Min	0
25%	1
Median	1
75%	1
Max	1
Zeros	3,826 (17.9%)

fs_two_in_three_home int64

Count	21,336
Mean	0.7689
Std Dev	0.4216
Min	0
25%	1
Median	1
75%	1
Max	1
Zeros	4,931 (23.1%)

fs_same_city_b2b_away int64

Count	21,336
Mean	0.2681
Std Dev	0.443
Min	0
25%	0
Median	0
75%	1
Max	1
Zeros	15,615 (73.2%)

fs_same_city_b2b_home int64

Count	21,336
Mean	0.1505
Std Dev	0.3576
Min	0
25%	0
Median	0
75%	0
Max	1
Zeros	18,124 (84.9%)

fs_three_in_four_away int64

Count	21,336
Mean	0.322
Std Dev	0.4673
Min	0
25%	0
Median	0
75%	1
Max	1
Zeros	14,465 (67.8%)

fs_three_in_four_home int64

Count	21,336
Mean	0.2642
Std Dev	0.4409
Min	0
25%	0
Median	0
75%	1
Max	1
Zeros	15,698 (73.6%)

fs_travel_km_last_48h_away float64

Count	21,336
Mean	0
Std Dev	0
Min	0
25%	0
Median	0
75%	0
Max	0
Zeros	21,336 (100.0%)

fs_travel_km_last_48h_home float64

Count	21,336
Mean	0
Std Dev	0
Min	0
25%	0
Median	0
75%	0
Max	0
Zeros	21,336 (100.0%)

fs_timezone_difference_away float64

Count	21,336
Mean	0.001031
Std Dev	1.437
Min	-3
25%	-1
Median	0
75%	1
Max	3
Zeros	7,907 (37.1%)

fs_b2b_away_prev_game_was_away int64

Count	21,336
Mean	0.1545
Std Dev	0.3615
Min	0
25%	0
Median	0
75%	0
Max	1
Zeros	18,039 (84.5%)

fs_b2b_away_prev_game_was_home int64

Count	21,336
Mean	0.1136
Std Dev	0.3173
Min	0
25%	0
Median	0
75%	0
Max	1
Zeros	18,912 (88.6%)

fs_b2b_home_prev_game_was_away int64

Count	21,336
Mean	0.1048
Std Dev	0.3063
Min	0
25%	0
Median	0
75%	0
Max	1
Zeros	19,100 (89.5%)

fs_b2b_home_prev_game_was_home int64

Count	21,336
Mean	0.04574
Std Dev	0.2089
Min	0
25%	0
Median	0
75%	0
Max	1
Zeros	20,360 (95.4%)

fs_consecutive_away_b2b_awayteam int64

Count	21,336
Mean	0.155
Std Dev	0.3632
Min	0
25%	0
Median	0
75%	0
Max	2
Zeros	18,039 (84.5%)

fs_consecutive_home_b2b_hometeam int64

Count	21,336
Mean	0.04579
Std Dev	0.2093
Min	0
25%	0
Median	0
75%	0
Max	2
Zeros	20,360 (95.4%)

fs_travel_km_from_yesterday_away float64

Count	21,336
Mean	0
Std Dev	0
Min	0
25%	0
Median	0
75%	0
Max	0
Zeros	21,336 (100.0%)

fs_travel_km_from_yesterday_home float64

Count	21,336
Mean	0
Std Dev	0
Min	0
25%	0
Median	0
75%	0
Max	0
Zeros	21,336 (100.0%)

fs_away_hustle_score float64

Count	21,336
Mean	-23.86
Std Dev	10.55
Min	-62
25%	-31
Median	-24
75%	-17
Max	20
Zeros	68 (0.3%)

fs_away_four_factors_score float64

Count	21,336
Mean	-3.347
Std Dev	0.9751
Min	-7.699
25%	-3.983
Median	-3.308
75%	-2.664
Max	-0.2203
Zeros	0 (0.0%)

fs_elo_awayteam_pregame_10 float64

Count	21,336
Mean	1500
Std Dev	32.96
Min	1410
25%	1476
Median	1501
75%	1525
Max	1591
Zeros	0 (0.0%)

fs_elo_awayteam_pregame_32 float64

Count	21,336
Mean	1501
Std Dev	63.53
Min	1300
25%	1454
Median	1504
75%	1547
Max	1684
Zeros	0 (0.0%)

fs_elo_awayteam_pregame_65 float64

Count	21,336
Mean	1501
Std Dev	89.92
Min	1237
25%	1435
Median	1506
75%	1568
Max	1758
Zeros	0 (0.0%)

fs_elo_awayteam_pregame_90 float64

Count	21,336
Mean	1501
Std Dev	102.3
Min	1197
25%	1427
Median	1507
75%	1578
Max	1800
Zeros	0 (0.0%)

fs_elo_awayteam_pregame_110 float64

Count	21,336
Mean	1501
Std Dev	109.2
Min	1172
25%	1422
Median	1508
75%	1583
Max	1809
Zeros	0 (0.0%)

fs_elo_awayteam_pregame_away_10 float64

Count	21,336
Mean	1494
Std Dev	23.81
Min	1419
25%	1476
Median	1493
75%	1511
Max	1572
Zeros	0 (0.0%)

fs_elo_awayteam_pregame_away_32 float64

Count	21,336
Mean	1486
Std Dev	42.3
Min	1368
25%	1455
Median	1485
75%	1516
Max	1631
Zeros	0 (0.0%)

fs_elo_awayteam_pregame_away_65 float64

Count	21,336
Mean	1478
Std Dev	61.23
Min	1307
25%	1432
Median	1477
75%	1523
Max	1674
Zeros	0 (0.0%)

fs_elo_awayteam_pregame_away_90 float64

Count	21,336
Mean	1474
Std Dev	72.08
Min	1290
25%	1421
Median	1473
75%	1528
Max	1684
Zeros	0 (0.0%)

fs_elo_awayteam_pregame_away_110 float64

Count	21,336
Mean	1472
Std Dev	79.13
Min	1271
25%	1413
Median	1471
75%	1531
Max	1702
Zeros	0 (0.0%)

fs_home_hustle_score float64

Count	21,336
Mean	-23.83
Std Dev	10.6
Min	-69
25%	-31
Median	-24
75%	-17
Max	23
Zeros	67 (0.3%)

fs_elo_hometeam_pregame_10 float64

Count	21,336
Mean	1500
Std Dev	33.02
Min	1409
25%	1476
Median	1500
75%	1524
Max	1588
Zeros	0 (0.0%)

fs_elo_hometeam_pregame_32 float64

Count	21,336
Mean	1500
Std Dev	63.4
Min	1304
25%	1453
Median	1503
75%	1545
Max	1683
Zeros	0 (0.0%)

fs_elo_hometeam_pregame_65 float64

Count	21,336
Mean	1500
Std Dev	89.78
Min	1239
25%	1434
Median	1505
75%	1567
Max	1753
Zeros	0 (0.0%)

fs_elo_hometeam_pregame_90 float64

Count	21,336
Mean	1499
Std Dev	102.1
Min	1197
25%	1426
Median	1505
75%	1576
Max	1777
Zeros	0 (0.0%)

fs_home_four_factors_score float64

Count	21,336
Mean	-3.343
Std Dev	0.9699
Min	-7.613
25%	-3.97
Median	-3.303
75%	-2.665
Max	0.0018
Zeros	0 (0.0%)

fs_elo_hometeam_pregame_110 float64

Count	21,336
Mean	1499
Std Dev	109
Min	1171
25%	1421
Median	1506
75%	1581
Max	1795
Zeros	0 (0.0%)

fs_elo_hometeam_pregame_home_10 float64

Count	21,336
Mean	1506
Std Dev	24.55
Min	1429
25%	1489
Median	1507
75%	1525
Max	1578
Zeros	0 (0.0%)

fs_elo_hometeam_pregame_home_32 float64

Count	21,336
Mean	1515
Std Dev	45.18
Min	1357
25%	1483
Median	1517
75%	1548
Max	1643
Zeros	0 (0.0%)

fs_elo_hometeam_pregame_home_65 float64

Count	21,336
Mean	1522
Std Dev	67.29
Min	1287
25%	1475
Median	1527
75%	1573
Max	1697
Zeros	0 (0.0%)

fs_elo_hometeam_pregame_home_90 float64

Count	21,336
Mean	1526
Std Dev	79.59
Min	1280
25%	1469
Median	1531
75%	1586
Max	1733
Zeros	0 (0.0%)

fs_elo_hometeam_pregame_home_110 float64

Count	21,336
Mean	1528
Std Dev	87.59
Min	1257
25%	1466
Median	1535
75%	1594
Max	1762
Zeros	0 (0.0%)

fs_away_fg_pct_last_5_median float64

Count	21,336
Mean	0.4605
Std Dev	0.03333
Min	0.338
25%	0.438
Median	0.46
75%	0.482
Max	0.593
Zeros	0 (0.0%)

fs_away_ts_pct_last_5_median float64

Count	21,336
Mean	0.554
Std Dev	0.03977
Min	0.415
25%	0.526
Median	0.553
75%	0.581
Max	0.711
Zeros	0 (0.0%)

fs_away_tov_last_5_median_no_ot float64

Count	21,336
Mean	13.38
Std Dev	2.288
Min	5
25%	12
Median	13
75%	15
Max	23
Zeros	0 (0.0%)

fs_home_fg_pct_last_5_median float64

Count	21,336
Mean	0.4601
Std Dev	0.03313
Min	0.344
25%	0.438
Median	0.46
75%	0.482
Max	0.588
Zeros	0 (0.0%)

fs_home_ts_pct_last_5_median float64

Count	21,336
Mean	0.5534
Std Dev	0.03944
Min	0.385
25%	0.526
Median	0.553
75%	0.58
Max	0.711
Zeros	0 (0.0%)

fs_home_tov_last_5_median_no_ot float64

Count	21,336
Mean	13.36
Std Dev	2.292
Min	5
25%	12
Median	13
75%	15
Max	23
Zeros	0 (0.0%)

fs_away_3pt_accuracy_10g float64

Count	21,336
Mean	0.2403
Std Dev	0.07172
Min	0.0554
25%	0.1843
Median	0.239
75%	0.2936
Max	0.4784
Zeros	0 (0.0%)

fs_away_ast_tov_ratio_10g float64

Count	21,336
Mean	1.89
Std Dev	0.3872
Min	0.9055
25%	1.619
Median	1.844
75%	2.113
Max	5.294
Zeros	0 (0.0%)

fs_away_fg3_pct_last_10_std float64

Count	21,336
Mean	0.09563
Std Dev	0.02902
Min	0.0229
25%	0.075
Median	0.0923
75%	0.1126
Max	0.2388
Zeros	0 (0.0%)

fs_away_ast_tov_ratio_last_10_std float64

Count	21,336
Mean	0.6608
Std Dev	0.3155
Min	0.1227
25%	0.4667
Median	0.5965
75%	0.7746
Max	7.356
Zeros	0 (0.0%)

fs_away_fta_over_fga_last_10_mean float64

Count	21,336
Mean	0.2754
Std Dev	0.04522
Min	0.1458
25%	0.2428
Median	0.2716
75%	0.3035
Max	0.4924
Zeros	0 (0.0%)

fs_away_ast_tov_ratio_last_10_mean float64

Count	21,336
Mean	1.793
Std Dev	0.3553
Min	0.873
25%	1.541
Median	1.754
75%	2.003
Max	4.252
Zeros	0 (0.0%)

fs_away_fg3a_over_fga_last_10_mean float64

Count	21,336
Mean	0.3089
Std Dev	0.08761
Min	0.0786
25%	0.2366
Median	0.3077
75%	0.3775
Max	0.5757
Zeros	0 (0.0%)

fs_home_3pt_accuracy_10g float64

Count	21,336
Mean	0.2402
Std Dev	0.07154
Min	0.0429
25%	0.1849
Median	0.2388
75%	0.2933
Max	0.4793
Zeros	0 (0.0%)

fs_home_ast_tov_ratio_10g float64

Count	21,336
Mean	1.886
Std Dev	0.3806
Min	0.9166
25%	1.62
Median	1.845
75%	2.106
Max	5.523
Zeros	0 (0.0%)

fs_home_fg3_pct_last_10_std float64

Count	21,336
Mean	0.09563
Std Dev	0.02889
Min	0.0154
25%	0.0749
Median	0.0919
75%	0.1126
Max	0.2434
Zeros	0 (0.0%)

fs_home_ast_tov_ratio_last_10_std float64

Count	21,336
Mean	0.6603
Std Dev	0.3113
Min	0.122
25%	0.4661
Median	0.5969
75%	0.7749
Max	7.329
Zeros	0 (0.0%)

fs_home_fta_over_fga_last_10_mean float64

Count	21,336
Mean	0.2749
Std Dev	0.04541
Min	0.1428
25%	0.2426
Median	0.2717
75%	0.3031
Max	0.523
Zeros	0 (0.0%)

fs_home_ast_tov_ratio_last_10_mean float64

Count	21,336
Mean	1.791
Std Dev	0.3492
Min	0.887
25%	1.545
Median	1.756
75%	1.997
Max	4.496
Zeros	0 (0.0%)

fs_home_fg3a_over_fga_last_10_mean float64

Count	21,336
Mean	0.309
Std Dev	0.08734
Min	0.0703
25%	0.2368
Median	0.3077
75%	0.3771
Max	0.5755
Zeros	0 (0.0%)

fs_away_pace_last_10_cv_no_ot float64

Count	21,336
Mean	0.04299
Std Dev	0.01066
Min	0.0108
25%	0.0354
Median	0.0425
75%	0.0499
Max	0.0988
Zeros	0 (0.0%)

fs_away_tov_last_10_std_no_ot float64

Count	21,336
Mean	3.564
Std Dev	0.8756
Min	0.8756
25%	2.944
Median	3.521
75%	4.131
Max	7.137
Zeros	0 (0.0%)

fs_away_pace_last_10_std_no_ot float64

Count	21,336
Mean	4.147
Std Dev	1.022
Min	0.956
25%	3.411
Median	4.096
75%	4.806
Max	9.642
Zeros	0 (0.0%)

fs_away_pace_last_10_mean_no_ot float64

Count	21,336
Mean	96.6
Std Dev	4.012
Min	83.9
25%	93.55
Median	96.8
75%	99.55
Max	108.3
Zeros	0 (0.0%)

fs_away_net_rating_last_10_std_no_ot float64

Count	21,336
Mean	13.6
Std Dev	3.441
Min	2.348
25%	11.14
Median	13.37
75%	15.8
Max	33.69
Zeros	0 (0.0%)

fs_away_net_rating_last_10_mean_no_ot float64

Count	21,336
Mean	0.07048
Std Dev	6.751
Min	-24.93
25%	-4.5
Median	0.15
75%	4.7
Max	22.04
Zeros	8 (0.0%)

fs_home_pace_last_10_cv_no_ot float64

Count	21,336
Mean	0.04289
Std Dev	0.01071
Min	0.0104
25%	0.0353
Median	0.0423
75%	0.0497
Max	0.0971
Zeros	0 (0.0%)

fs_home_tov_last_10_std_no_ot float64

Count	21,336
Mean	3.562
Std Dev	0.8675
Min	0.8233
25%	2.946
Median	3.528
75%	4.122
Max	7.214
Zeros	0 (0.0%)

fs_home_pace_last_10_std_no_ot float64

Count	21,336
Mean	4.136
Std Dev	1.026
Min	0.9443
25%	3.409
Median	4.083
75%	4.789
Max	9.363
Zeros	0 (0.0%)

fs_home_pace_last_10_mean_no_ot float64

Count	21,336
Mean	96.56
Std Dev	4.016
Min	84.1
25%	93.55
Median	96.75
75%	99.5
Max	108.8
Zeros	0 (0.0%)

fs_home_net_rating_last_10_std_no_ot float64

Count	21,336
Mean	13.57
Std Dev	3.422
Min	2.643
25%	11.14
Median	13.34
75%	15.78
Max	32.35
Zeros	0 (0.0%)

fs_home_net_rating_last_10_mean_no_ot float64

Count	21,336
Mean	-0.04805
Std Dev	6.731
Min	-23.59
25%	-4.63
Median	0.04
75%	4.64
Max	22.35
Zeros	10 (0.0%)

fs_home_def_rating_last_10_mean_homeOnly_no_ot float64

Count	21,336
Mean	107.1
Std Dev	5.806
Min	86.03
25%	103.1
Median	107
75%	110.9
Max	126.8
Zeros	0 (0.0%)

fs_home_net_rating_last_10_mean_homeOnly_no_ot float64

Count	21,336
Mean	2.695
Std Dev	6.858
Min	-24.14
25%	-2.07
Median	2.93
75%	7.623
Max	25.43
Zeros	8 (0.0%)

fs_home_off_rating_last_10_mean_homeOnly_no_ot float64

Count	21,336
Mean	109.8
Std Dev	5.845
Min	90.26
25%	105.8
Median	109.6
75%	113.8
Max	130.2
Zeros	0 (0.0%)

fs_away_def_rating_last_10_mean_awayOnly_no_ot float64

Count	21,336
Mean	109.8
Std Dev	5.42
Min	90.67
25%	106
Median	109.7
75%	113.4
Max	129.5
Zeros	0 (0.0%)

fs_away_net_rating_last_10_mean_awayOnly_no_ot float64

Count	21,336
Mean	-2.672
Std Dev	6.406
Min	-25.31
25%	-7.01
Median	-2.78
75%	1.79
Max	22.54
Zeros	7 (0.0%)

fs_away_off_rating_last_10_mean_awayOnly_no_ot float64

Count	21,336
Mean	107.1
Std Dev	5.891
Min	83.97
25%	102.9
Median	106.8
75%	111.1
Max	127.9
Zeros	0 (0.0%)

fs_home_ts_pct_last_20_std float64

Count	21,336
Mean	0.05726
Std Dev	0.009402
Min	0.0266
25%	0.0507
Median	0.0571
75%	0.0635
Max	0.0898
Zeros	0 (0.0%)

fs_home_reb_pct_last_20_std float64

Count	21,336
Mean	0.04754
Std Dev	0.007859
Min	0.0221
25%	0.0421
Median	0.0473
75%	0.0528
Max	0.0851
Zeros	0 (0.0%)

fs_home_ts_pct_last_20_mean float64

Count	21,336
Mean	0.5539
Std Dev	0.02727
Min	0.4687
25%	0.5346
Median	0.5531
75%	0.573
Max	0.6413
Zeros	0 (0.0%)

fs_home_reb_pct_last_20_mean float64

Count	21,336
Mean	0.4998
Std Dev	0.01726
Min	0.4321
25%	0.4884
Median	0.5001
75%	0.5117
Max	0.5639
Zeros	0 (0.0%)

fs_home_fg_pct_last_20_drawdown float64

Count	21,336
Mean	-0.1831
Std Dev	0.03995
Min	-0.372
25%	-0.207
Median	-0.18
75%	-0.155
Max	-0.068
Zeros	0 (0.0%)

fs_home_off_rating_last_20_cusum float64

Count	21,336
Mean	36.52
Std Dev	13.53
Min	8.8
25%	26.58
Median	34.29
75%	44.18
Max	106.8
Zeros	0 (0.0%)

fs_home_net_rating_last_20_streak_above float64

Count	21,336
Mean	1.181
Std Dev	1.911
Min	0
25%	0
Median	0
75%	2
Max	20
Zeros	10,694 (50.1%)

fs_home_net_rating_last_20_lag1_autocorr float64

Count	21,336
Mean	-0.05046
Std Dev	0.2201
Min	-0.798
25%	-0.2051
Median	-0.0559
75%	0.1039
Max	0.6774
Zeros	2 (0.0%)

fs_home_net_rating_last_20_trend_no_ot float64

Count	21,336
Mean	-0.001723
Std Dev	0.5726
Min	-2.55
25%	-0.395
Median	-0.008
75%	0.3814
Max	2.095
Zeros	2 (0.0%)

fs_away_ts_pct_last_20_std float64

Count	21,336
Mean	0.05737
Std Dev	0.009374
Min	0.026
25%	0.0507
Median	0.0571
75%	0.0637
Max	0.0895
Zeros	0 (0.0%)

fs_away_reb_pct_last_20_std float64

Count	21,336
Mean	0.0476
Std Dev	0.007896
Min	0.0204
25%	0.0421
Median	0.0474
75%	0.0527
Max	0.0824
Zeros	0 (0.0%)

fs_away_ts_pct_last_20_mean float64

Count	21,336
Mean	0.5542
Std Dev	0.02742
Min	0.4722
25%	0.5348
Median	0.5534
75%	0.5733
Max	0.6414
Zeros	0 (0.0%)

fs_away_reb_pct_last_20_mean float64

Count	21,336
Mean	0.5002
Std Dev	0.01719
Min	0.4278
25%	0.4886
Median	0.5003
75%	0.512
Max	0.5669
Zeros	0 (0.0%)

fs_away_fg_pct_last_20_drawdown float64

Count	21,336
Mean	-0.1837
Std Dev	0.03984
Min	-0.372
25%	-0.208
Median	-0.18
75%	-0.155
Max	-0.066
Zeros	0 (0.0%)

fs_away_off_rating_last_20_cusum float64

Count	21,336
Mean	36.45
Std Dev	13.54
Min	8.575
25%	26.58
Median	34.2
75%	44.12
Max	114.2
Zeros	0 (0.0%)

fs_away_net_rating_last_20_streak_above float64

Count	21,336
Mean	1.193
Std Dev	1.924
Min	0
25%	0
Median	0
75%	2
Max	20
Zeros	10,702 (50.2%)

fs_away_net_rating_last_20_lag1_autocorr float64

Count	21,336
Mean	-0.05282
Std Dev	0.2202
Min	-0.81
25%	-0.2096
Median	-0.0569
75%	0.1
Max	0.6682
Zeros	2 (0.0%)

fs_away_net_rating_last_20_trend_no_ot float64

Count	21,336
Mean	0.003293
Std Dev	0.5682
Min	-2.443
25%	-0.3792
Median	-0.00065
75%	0.383
Max	2.279
Zeros	0 (0.0%)

fs_away_fg_pct_last_20_mean_awayOnly float64

Count	21,336
Mean	0.4557
Std Dev	0.01886
Min	0.3924
25%	0.4428
Median	0.4543
75%	0.4682
Max	0.5281
Zeros	0 (0.0%)

fs_home_fg_pct_last_20_mean_homeOnly float64

Count	21,336
Mean	0.4657
Std Dev	0.02062
Min	0.3957
25%	0.4522
Median	0.4654
75%	0.4793
Max	0.5399
Zeros	0 (0.0%)

fs_home_ float64

Count	21,336
Mean	0.008189
Std Dev	0.3098
Min	-1.037
25%	-0.2041
Median	0.0081
75%	0.2248
Max	1.05
Zeros	8 (0.0%)

fs_home_net_rating_last_40_ewma_diff float64

Count	21,336
Mean	-0.01066
Std Dev	3.617
Min	-15.93
25%	-2.449
Median	-0.0761
75%	2.384
Max	15.27
Zeros	0 (0.0%)

fs_away_ float64

Count	21,336
Mean	0.01162
Std Dev	0.3097
Min	-1.093
25%	-0.198
Median	0.0149
75%	0.226
Max	1.081
Zeros	4 (0.0%)

fs_away_net_rating_last_40_ewma_diff float64

Count	21,336
Mean	0.01079
Std Dev	3.623
Min	-13.55
25%	-2.415
Median	0.00105
75%	2.431
Max	15.79
Zeros	0 (0.0%)

fs_home_no_ot float64

Count	21,336
Mean	0.008985
Std Dev	0.3111
Min	-1.037
25%	-0.2068
Median	0.0085
75%	0.2262
Max	1.11
Zeros	6 (0.0%)

fs_away_no_ot float64

Count	21,336
Mean	0.01247
Std Dev	0.3108
Min	-1.073
25%	-0.1996
Median	0.01235
75%	0.2296
Max	1.058
Zeros	4 (0.0%)

fs_away_fta_rate_proxy_10g float64

Count	21,336
Mean	0.2754
Std Dev	0.04522
Min	0.1458
25%	0.2428
Median	0.2716
75%	0.3035
Max	0.4924
Zeros	0 (0.0%)

fs_home_fta_rate_proxy_10g float64

Count	21,336
Mean	0.2749
Std Dev	0.04541
Min	0.1428
25%	0.2426
Median	0.2717
75%	0.3031
Max	0.523
Zeros	0 (0.0%)

fs_away_3pt_attempt_rate_10g float64

Count	21,336
Mean	0.3089
Std Dev	0.08761
Min	0.0786
25%	0.2366
Median	0.3077
75%	0.3775
Max	0.5757
Zeros	0 (0.0%)

fs_home_3pt_attempt_rate_10g float64

Count	21,336
Mean	0.309
Std Dev	0.08734
Min	0.0703
25%	0.2368
Median	0.3077
75%	0.3771
Max	0.5755
Zeros	0 (0.0%)

fs_away_ast_over_tov_last_10_mean float64

Count	21,336
Mean	1.89
Std Dev	0.3872
Min	0.9055
25%	1.619
Median	1.844
75%	2.113
Max	5.294
Zeros	0 (0.0%)

fs_home_ast_over_tov_last_10_mean float64

Count	21,336
Mean	1.886
Std Dev	0.3806
Min	0.9166
25%	1.62
Median	1.845
75%	2.106
Max	5.523
Zeros	0 (0.0%)

fs_away_fg3m_over_fgm_last_10_mean float64

Count	21,336
Mean	0.2403
Std Dev	0.07172
Min	0.0554
25%	0.1843
Median	0.239
75%	0.2936
Max	0.4784
Zeros	0 (0.0%)

fs_home_fg3m_over_fgm_last_10_mean float64

Count	21,336
Mean	0.2402
Std Dev	0.07154
Min	0.0429
25%	0.1849
Median	0.2388
75%	0.2933
Max	0.4793
Zeros	0 (0.0%)

fs_home_def_rating_last_82_std_no_ot float64

Count	21,336
Mean	11.02
Std Dev	0.9365
Min	8.102
25%	10.39
Median	10.98
75%	11.61
Max	14.68
Zeros	0 (0.0%)

fs_home_net_rating_last_82_std_no_ot float64

Count	21,336
Mean	14.06
Std Dev	1.359
Min	9.651
25%	13.15
Median	13.98
75%	14.96
Max	19.08
Zeros	0 (0.0%)

fs_home_off_rating_last_82_std_no_ot float64

Count	21,336
Mean	10.9
Std Dev	0.9656
Min	7.602
25%	10.27
Median	10.9
75%	11.55
Max	14.46
Zeros	0 (0.0%)

fs_home_def_rating_last_82_mean_no_ot float64

Count	21,336
Mean	108.3
Std Dev	4.288
Min	97.06
25%	105.2
Median	108.2
75%	111.1
Max	121.1
Zeros	0 (0.0%)

fs_home_net_rating_last_82_mean_no_ot float64

Count	21,336
Mean	-0.02166
Std Dev	4.872
Min	-14.17
25%	-3.397
Median	0.2427
75%	3.471
Max	13.71
Zeros	0 (0.0%)

fs_home_off_rating_last_82_mean_no_ot float64

Count	21,336
Mean	108.2
Std Dev	4.55
Min	94.11
25%	104.8
Median	108
75%	111.4
Max	123.4
Zeros	0 (0.0%)

fs_away_def_rating_last_82_std_no_ot float64

Count	21,336
Mean	11.02
Std Dev	0.9369
Min	8.102
25%	10.37
Median	10.97
75%	11.62
Max	14.56
Zeros	0 (0.0%)

fs_away_net_rating_last_82_std_no_ot float64

Count	21,336
Mean	14.07
Std Dev	1.357
Min	9.741
25%	13.15
Median	13.99
75%	14.96
Max	19.09
Zeros	0 (0.0%)

fs_away_off_rating_last_82_std_no_ot float64

Count	21,336
Mean	10.91
Std Dev	0.9659
Min	7.564
25%	10.27
Median	10.9
75%	11.54
Max	14.42
Zeros	0 (0.0%)

fs_away_def_rating_last_82_mean_no_ot float64

Count	21,336
Mean	108.2
Std Dev	4.286
Min	96.93
25%	105.2
Median	108.2
75%	111
Max	120.7
Zeros	0 (0.0%)

fs_away_net_rating_last_82_mean_no_ot float64

Count	21,336
Mean	0.01493
Std Dev	4.864
Min	-14.27
25%	-3.354
Median	0.2701
75%	3.516
Max	13.78
Zeros	1 (0.0%)

fs_away_off_rating_last_82_mean_no_ot float64

Count	21,336
Mean	108.3
Std Dev	4.56
Min	94.01
25%	104.8
Median	108
75%	111.4
Max	123.3
Zeros	0 (0.0%)

elo_division_pregame_hometeam_10 float64

Count	21,336
Mean	1500
Std Dev	45.81
Min	1328
25%	1468
Median	1500
75%	1531
Max	1655
Zeros	0 (0.0%)

elo_division_pregame_awayteam_10 float64

Count	21,336
Mean	1500
Std Dev	45.19
Min	1328
25%	1469
Median	1500
75%	1531
Max	1655
Zeros	0 (0.0%)

elo_division_pregame_hometeam_32 float64

Count	21,336
Mean	1500
Std Dev	62.58
Min	1262
25%	1456
Median	1499
75%	1543
Max	1694
Zeros	0 (0.0%)

elo_division_pregame_awayteam_32 float64

Count	21,336
Mean	1500
Std Dev	62.22
Min	1262
25%	1456
Median	1499
75%	1543
Max	1694
Zeros	0 (0.0%)

elo_division_pregame_hometeam_65 float64

Count	21,336
Mean	1500
Std Dev	66.45
Min	1245
25%	1454
Median	1499
75%	1547
Max	1704
Zeros	0 (0.0%)

elo_division_pregame_awayteam_65 float64

Count	21,336
Mean	1500
Std Dev	66.09
Min	1245
25%	1454
Median	1499
75%	1547
Max	1701
Zeros	0 (0.0%)

elo_division_pregame_hometeam_90 float64

Count	21,336
Mean	1500
Std Dev	66.9
Min	1244
25%	1454
Median	1499
75%	1547
Max	1711
Zeros	0 (0.0%)

elo_division_pregame_awayteam_90 float64

Count	21,336
Mean	1500
Std Dev	66.52
Min	1244
25%	1454
Median	1499
75%	1547
Max	1702
Zeros	0 (0.0%)

elo_division_pregame_hometeam_110 float64

Count	21,336
Mean	1500
Std Dev	66.94
Min	1245
25%	1454
Median	1499
75%	1547
Max	1707
Zeros	0 (0.0%)

elo_division_pregame_awayteam_110 float64

Count	21,336
Mean	1500
Std Dev	66.56
Min	1245
25%	1453
Median	1499
75%	1547
Max	1704
Zeros	0 (0.0%)

elo_division_pregame_home_hometeam_10 float64

Count	21,336
Mean	1516
Std Dev	37.31
Min	1361
25%	1491
Median	1516
75%	1542
Max	1651
Zeros	0 (0.0%)

elo_division_pregame_home_hometeam_32 float64

Count	21,336
Mean	1528
Std Dev	55.65
Min	1310
25%	1491
Median	1528
75%	1566
Max	1693
Zeros	0 (0.0%)

elo_division_pregame_home_hometeam_65 float64

Count	21,336
Mean	1532
Std Dev	64.04
Min	1293
25%	1489
Median	1532
75%	1575
Max	1724
Zeros	0 (0.0%)

elo_division_pregame_home_hometeam_90 float64

Count	21,336
Mean	1532
Std Dev	66.05
Min	1290
25%	1488
Median	1532
75%	1577
Max	1724
Zeros	0 (0.0%)

elo_division_pregame_home_hometeam_110 float64

Count	21,336
Mean	1533
Std Dev	66.63
Min	1290
25%	1488
Median	1532
75%	1577
Max	1726
Zeros	0 (0.0%)

elo_division_pregame_away_awayteam_10 float64

Count	21,336
Mean	1485
Std Dev	35.61
Min	1359
25%	1460
Median	1484
75%	1508
Max	1618
Zeros	0 (0.0%)

elo_division_pregame_away_awayteam_32 float64

Count	21,336
Mean	1472
Std Dev	52.89
Min	1300
25%	1436
Median	1470
75%	1507
Max	1680
Zeros	0 (0.0%)

elo_division_pregame_away_awayteam_65 float64

Count	21,336
Mean	1468
Std Dev	60.22
Min	1275
25%	1428
Median	1467
75%	1508
Max	1687
Zeros	0 (0.0%)

elo_division_pregame_away_awayteam_90 float64

Count	21,336
Mean	1468
Std Dev	62.41
Min	1277
25%	1426
Median	1466
75%	1509
Max	1700
Zeros	0 (0.0%)

elo_division_pregame_away_awayteam_110 float64

Count	21,336
Mean	1468
Std Dev	63.03
Min	1277
25%	1426
Median	1466
75%	1509
Max	1703
Zeros	0 (0.0%)

elo_conference_pregame_hometeam_10 float64

Count	21,336
Mean	1500
Std Dev	38.63
Min	1360
25%	1474
Median	1501
75%	1527
Max	1640
Zeros	0 (0.0%)

elo_conference_pregame_awayteam_10 float64

Count	21,336
Mean	1499
Std Dev	38.63
Min	1360
25%	1473
Median	1500
75%	1526
Max	1640
Zeros	0 (0.0%)

elo_conference_pregame_hometeam_13 float64

Count	21,336
Mean	1500
Std Dev	39.86
Min	1352
25%	1473
Median	1500
75%	1527
Max	1648
Zeros	0 (0.0%)

elo_conference_pregame_awayteam_13 float64

Count	21,336
Mean	1499
Std Dev	39.85
Min	1352
25%	1473
Median	1500
75%	1527
Max	1648
Zeros	0 (0.0%)

elo_conference_pregame_hometeam_32 float64

Count	21,336
Mean	1500
Std Dev	41.21
Min	1348
25%	1472
Median	1500
75%	1528
Max	1652
Zeros	0 (0.0%)

elo_conference_pregame_awayteam_32 float64

Count	21,336
Mean	1499
Std Dev	41.21
Min	1348
25%	1471
Median	1500
75%	1527
Max	1652
Zeros	0 (0.0%)

elo_conference_pregame_hometeam_65 float64

Count	21,336
Mean	1500
Std Dev	41.24
Min	1347
25%	1473
Median	1500
75%	1528
Max	1653
Zeros	0 (0.0%)

elo_conference_pregame_awayteam_65 float64

Count	21,336
Mean	1499
Std Dev	41.24
Min	1347
25%	1471
Median	1500
75%	1527
Max	1653
Zeros	0 (0.0%)

elo_conference_pregame_hometeam_90 float64

Count	21,336
Mean	1500
Std Dev	41.21
Min	1348
25%	1473
Median	1500
75%	1529
Max	1652
Zeros	0 (0.0%)

elo_conference_pregame_awayteam_90 float64

Count	21,336
Mean	1499
Std Dev	41.21
Min	1348
25%	1471
Median	1500
75%	1527
Max	1652
Zeros	0 (0.0%)

elo_conference_pregame_hometeam_110 float64

Count	21,336
Mean	1500
Std Dev	41.15
Min	1347
25%	1473
Median	1501
75%	1528
Max	1653
Zeros	0 (0.0%)

elo_conference_pregame_awayteam_110 float64

Count	21,336
Mean	1499
Std Dev	41.15
Min	1347
25%	1472
Median	1499
75%	1527
Max	1653
Zeros	0 (0.0%)

elo_conference_pregame_home_hometeam_10 float64

Count	21,336
Mean	1517
Std Dev	34.75
Min	1380
25%	1493
Median	1516
75%	1540
Max	1647
Zeros	0 (0.0%)

elo_conference_pregame_home_hometeam_32 float64

Count	21,336
Mean	1526
Std Dev	41.33
Min	1372
25%	1498
Median	1527
75%	1556
Max	1664
Zeros	0 (0.0%)

elo_conference_pregame_home_hometeam_65 float64

Count	21,336
Mean	1528
Std Dev	42.2
Min	1374
25%	1499
Median	1529
75%	1558
Max	1669
Zeros	0 (0.0%)

elo_conference_pregame_home_hometeam_90 float64

Count	21,336
Mean	1528
Std Dev	42.19
Min	1374
25%	1498
Median	1529
75%	1558
Max	1669
Zeros	0 (0.0%)

elo_conference_pregame_home_hometeam_110 float64

Count	21,336
Mean	1528
Std Dev	42.16
Min	1375
25%	1499
Median	1529
75%	1558
Max	1670
Zeros	0 (0.0%)

elo_conference_pregame_away_awayteam_10 float64

Count	21,336
Mean	1483
Std Dev	34.89
Min	1353
25%	1460
Median	1484
75%	1507
Max	1620
Zeros	0 (0.0%)

elo_conference_pregame_away_awayteam_32 float64

Count	21,336
Mean	1473
Std Dev	41.46
Min	1336
25%	1444
Median	1474
75%	1502
Max	1628
Zeros	0 (0.0%)

elo_conference_pregame_away_awayteam_65 float64

Count	21,336
Mean	1472
Std Dev	42.33
Min	1331
25%	1442
Median	1471
75%	1501
Max	1626
Zeros	0 (0.0%)

elo_conference_pregame_away_awayteam_90 float64

Count	21,336
Mean	1472
Std Dev	42.32
Min	1331
25%	1442
Median	1471
75%	1502
Max	1626
Zeros	0 (0.0%)

elo_conference_pregame_away_awayteam_110 float64

Count	21,336
Mean	1472
Std Dev	42.29
Min	1330
25%	1442
Median	1471
75%	1501
Max	1625
Zeros	0 (0.0%)

📝 Categorical Columns (46)

match_id object

Unique Values

21,336

Top 10 Values

0020700054 1

0020700065 1

0020700078 1

0020700080 1

0020700082 1

0020700090 1

0020700091 1

0020700094 1

0020700095 1

0020700097 1

match_date datetime64[ns]

Unique Values

2,845

Top 10 Values

2021-05-16 00:00:00 15

2014-04-16 00:00:00 15

2024-04-14 00:00:00 15

2022-11-07 00:00:00 15

2011-04-13 00:00:00 15

2024-04-12 00:00:00 15

2016-11-25 00:00:00 15

2023-04-09 00:00:00 15

2025-04-13 00:00:00 15

2025-02-12 00:00:00 15

matchup object

Unique Values

2,033

Top 10 Values

DEN @ MIN 26

OKC @ POR 25

DAL vs. SAS 25

DAL @ MIN 24

ATL vs. DET 24

PHI vs. IND 24

GSW @ LAL 23

MIN @ LAC 23

CHI vs. DET 23

MEM vs. SAS 23

home_team_stats object

Unique Values

21,336

Top 10 Values

{'AST': 17, 'BLK': 0, 'DREB': 29, 'FG3A': 20, 'FG3M': 6, 'FG3_PCT': 0.3, 'FGA': 89, 'FGM': 34, 'FG_PCT': 0.382, 'FTA': 26, 'FTM': 22, 'FT_PCT': 0.846, 'GAME_DATE': '2007-11-07', 'GAME_ID': '0020700054', 'MATCHUP': 'TOR vs. ORL', 'MIN': 239, 'OREB': 12, 'PF': 22, 'PIE': 0.391, 'PLUS_MINUS': -9.0, 'PTS': 96, 'REB': 41, 'SEASON_ID': '22007', 'STL': 7, 'TEAM_ABBREVIATION': 'TOR', 'TEAM_ID': 1610612761, 'TEAM_NAME': 'Toronto Raptors', 'TOV': 8, 'WL': 'L', 'assistPercentage': 0.5, 'assistRatio': 13.6, 'assistToTurnover': 2.13, 'defensiveRating': 109.4, 'defensiveReboundPercentage': 0.75, 'effectiveFieldGoalPercentage': 0.416, 'estimatedDefensiveRating': 109.7, 'estimatedNetRating': -10.2, 'estimatedOffensiveRating': 99.5, 'estimatedPace': 96.06, 'estimatedTeamTurnoverPercentage': 8.295, 'estimatedUsagePercentage': 0.197, 'freeThrowAttemptRate': 0.292, 'gameId': '0020700054', 'lineup_weight': None, 'minutes': '240:00', 'netRating': -8.3, 'offensiveRating': 101.1, 'offensiveReboundPercentage': 0.224, 'oppEffectiveFieldGoalPercentage': 0.579, 'oppFreeThrowAttemptRate': 0.289, 'oppOffensiveReboundPercentage': 0.25, 'oppTeamTurnoverPercentage': 0.177, 'pace': 95.5, 'pacePer40': 79.58, 'possessions': 95.0, 'reboundPercentage': 0.439, 'teamCity': 'Toronto', 'teamId': 1610612761, 'teamName': 'Raptors', 'teamSlug': 'raptors', 'teamTricode': 'TOR', 'teamTurnoverPercentage': 0.084, 'trueShootingPercentage': 0.478, 'turnoverRatio': 8.4, 'usagePercentage': 1.0} 1

{'AST': 23, 'BLK': 5, 'DREB': 30, 'FG3A': 25, 'FG3M': 11, 'FG3_PCT': 0.44, 'FGA': 89, 'FGM': 44, 'FG_PCT': 0.494, 'FTA': 30, 'FTM': 16, 'FT_PCT': 0.533, 'GAME_DATE': '2007-11-08', 'GAME_ID': '0020700065', 'MATCHUP': 'GSW vs. DAL', 'MIN': 240, 'OREB': 8, 'PF': 23, 'PIE': 0.461, 'PLUS_MINUS': -5.0, 'PTS': 115, 'REB': 38, 'SEASON_ID': '22007', 'STL': 4, 'TEAM_ABBREVIATION': 'GSW', 'TEAM_ID': 1610612744, 'TEAM_NAME': 'Golden State Warriors', 'TOV': 7, 'WL': 'L', 'assistPercentage': 0.523, 'assistRatio': 17.4, 'assistToTurnover': 3.29, 'defensiveRating': 121.2, 'defensiveReboundPercentage': 0.705, 'effectiveFieldGoalPercentage': 0.556, 'estimatedDefensiveRating': 119.8, 'estimatedNetRating': -6.1, 'estimatedOffensiveRating': 113.6, 'estimatedPace': 100.7, 'estimatedTeamTurnoverPercentage': 6.917, 'estimatedUsagePercentage': 0.201, 'freeThrowAttemptRate': 0.337, 'gameId': '0020700065', 'lineup_weight': None, 'minutes': '240:00', 'netRating': -6.2, 'offensiveRating': 115.0, 'offensiveReboundPercentage': 0.245, 'oppEffectiveFieldGoalPercentage': 0.56, 'oppFreeThrowAttemptRate': 0.357, 'oppOffensiveReboundPercentage': 0.295, 'oppTeamTurnoverPercentage': 0.131, 'pace': 99.5, 'pacePer40': 82.92, 'possessions': 100.0, 'reboundPercentage': 0.454, 'teamCity': 'Golden State', 'teamId': 1610612744, 'teamName': 'Warriors', 'teamSlug': 'warriors', 'teamTricode': 'GSW', 'teamTurnoverPercentage': 0.07, 'trueShootingPercentage': 0.563, 'turnoverRatio': 7.0, 'usagePercentage': 1.0} 1

{'AST': 19, 'BLK': 6, 'DREB': 26, 'FG3A': 13, 'FG3M': 2, 'FG3_PCT': 0.154, 'FGA': 85, 'FGM': 40, 'FG_PCT': 0.471, 'FTA': 29, 'FTM': 19, 'FT_PCT': 0.655, 'GAME_DATE': '2007-11-09', 'GAME_ID': '0020700078', 'MATCHUP': 'SEA vs. UTA', 'MIN': 241, 'OREB': 12, 'PF': 23, 'PIE': 0.419, 'PLUS_MINUS': -2.0, 'PTS': 101, 'REB': 38, 'SEASON_ID': '22007', 'STL': 9, 'TEAM_ABBREVIATION': 'SEA', 'TEAM_ID': 1610612760, 'TEAM_NAME': 'Seattle SuperSonics', 'TOV': 17, 'WL': 'L', 'assistPercentage': 0.475, 'assistRatio': 14.2, 'assistToTurnover': 1.12, 'defensiveRating': 103.0, 'defensiveReboundPercentage': 0.673, 'effectiveFieldGoalPercentage': 0.482, 'estimatedDefensiveRating': 99.2, 'estimatedNetRating': -0.9, 'estimatedOffensiveRating': 98.3, 'estimatedPace': 103.32, 'estimatedTeamTurnoverPercentage': 16.543, 'estimatedUsagePercentage': 0.2, 'freeThrowAttemptRate': 0.341, 'gameId': '0020700078', 'lineup_weight': None, 'minutes': '240:00', 'netRating': -4.0, 'offensiveRating': 99.0, 'offensiveReboundPercentage': 0.333, 'oppEffectiveFieldGoalPercentage': 0.494, 'oppFreeThrowAttemptRate': 0.314, 'oppOffensiveReboundPercentage': 0.327, 'oppTeamTurnoverPercentage': 0.19, 'pace': 101.0, 'pacePer40': 84.17, 'possessions': 102.0, 'reboundPercentage': 0.5, 'teamCity': 'Seattle', 'teamId': 1610612760, 'teamName': 'SuperSonics', 'teamSlug': 'supersonics', 'teamTricode': 'SEA', 'teamTurnoverPercentage': 0.167, 'trueShootingPercentage': 0.517, 'turnoverRatio': 16.7, 'usagePercentage': 1.0} 1

{'AST': 31, 'BLK': 3, 'DREB': 38, 'FG3A': 30, 'FG3M': 9, 'FG3_PCT': 0.3, 'FGA': 96, 'FGM': 42, 'FG_PCT': 0.438, 'FTA': 24, 'FTM': 13, 'FT_PCT': 0.542, 'GAME_DATE': '2007-11-10', 'GAME_ID': '0020700080', 'MATCHUP': 'IND vs. DEN', 'MIN': 240, 'OREB': 14, 'PF': 28, 'PIE': 0.427, 'PLUS_MINUS': -7.0, 'PTS': 106, 'REB': 52, 'SEASON_ID': '22007', 'STL': 10, 'TEAM_ABBREVIATION': 'IND', 'TEAM_ID': 1610612754, 'TEAM_NAME': 'Indiana Pacers', 'TOV': 20, 'WL': 'L', 'assistPercentage': 0.738, 'assistRatio': 19.6, 'assistToTurnover': 1.48, 'defensiveRating': 99.1, 'defensiveReboundPercentage': 0.833, 'effectiveFieldGoalPercentage': 0.484, 'estimatedDefensiveRating': 100.9, 'estimatedNetRating': -7.6, 'estimatedOffensiveRating': 93.3, 'estimatedPace': 112.76, 'estimatedTeamTurnoverPercentage': 18.492, 'estimatedUsagePercentage': 0.198, 'freeThrowAttemptRate': 0.25, 'gameId': '0020700080', 'lineup_weight': None, 'minutes': '240:00', 'netRating': -5.3, 'offensiveRating': 93.8, 'offensiveReboundPercentage': 0.25, 'oppEffectiveFieldGoalPercentage': 0.512, 'oppFreeThrowAttemptRate': 0.415, 'oppOffensiveReboundPercentage': 0.167, 'oppTeamTurnoverPercentage': 0.193, 'pace': 113.5, 'pacePer40': 94.58, 'possessions': 113.0, 'reboundPercentage': 0.509, 'teamCity': 'Indiana', 'teamId': 1610612754, 'teamName': 'Pacers', 'teamSlug': 'pacers', 'teamTricode': 'IND', 'teamTurnoverPercentage': 0.186, 'trueShootingPercentage': 0.497, 'turnoverRatio': 18.6, 'usagePercentage': 1.0} 1

{'AST': 18, 'BLK': 2, 'DREB': 27, 'FG3A': 21, 'FG3M': 5, 'FG3_PCT': 0.238, 'FGA': 81, 'FGM': 27, 'FG_PCT': 0.333, 'FTA': 19, 'FTM': 12, 'FT_PCT': 0.632, 'GAME_DATE': '2007-11-10', 'GAME_ID': '0020700082', 'MATCHUP': 'CHI vs. TOR', 'MIN': 239, 'OREB': 11, 'PF': 17, 'PIE': 0.257, 'PLUS_MINUS': -30.0, 'PTS': 71, 'REB': 38, 'SEASON_ID': '22007', 'STL': 13, 'TEAM_ABBREVIATION': 'CHI', 'TEAM_ID': 1610612741, 'TEAM_NAME': 'Chicago Bulls', 'TOV': 20, 'WL': 'L', 'assistPercentage': 0.667, 'assistRatio': 14.1, 'assistToTurnover': 0.9, 'defensiveRating': 105.2, 'defensiveReboundPercentage': 0.7941176470588235, 'effectiveFieldGoalPercentage': 0.364, 'estimatedDefensiveRating': 105.9, 'estimatedNetRating': -33.7, 'estimatedOffensiveRating': 72.2, 'estimatedPace': 96.88, 'estimatedTeamTurnoverPercentage': 20.333, 'estimatedUsagePercentage': 0.201, 'freeThrowAttemptRate': 0.235, 'gameId': '0020700082', 'lineup_weight': None, 'minutes': '240:00', 'netRating': -31.2, 'offensiveRating': 74.0, 'offensiveReboundPercentage': 0.22916666666666666, 'oppEffectiveFieldGoalPercentage': 0.613, 'oppFreeThrowAttemptRate': 0.133, 'oppOffensiveReboundPercentage': 0.229, 'oppTeamTurnoverPercentage': 0.24, 'pace': 96.0, 'pacePer40': 80.0, 'possessions': 96.0, 'reboundPercentage': 0.4634146341463415, 'teamCity': 'Chicago', 'teamId': 1610612741, 'teamName': 'Bulls', 'teamSlug': 'bulls', 'teamTricode': 'CHI', 'teamTurnoverPercentage': 0.208, 'trueShootingPercentage': 0.397, 'turnoverRatio': 20.8, 'usagePercentage': 1.0} 1

{'AST': 22, 'BLK': 8, 'DREB': 37, 'FG3A': 20, 'FG3M': 8, 'FG3_PCT': 0.4, 'FGA': 70, 'FGM': 39, 'FG_PCT': 0.557, 'FTA': 31, 'FTM': 27, 'FT_PCT': 0.871, 'GAME_DATE': '2007-11-11', 'GAME_ID': '0020700090', 'MATCHUP': 'SAS vs. MIL', 'MIN': 241, 'OREB': 5, 'PF': 21, 'PIE': 0.693, 'PLUS_MINUS': 25.0, 'PTS': 113, 'REB': 42, 'SEASON_ID': '22007', 'STL': 8, 'TEAM_ABBREVIATION': 'SAS', 'TEAM_ID': 1610612759, 'TEAM_NAME': 'San Antonio Spurs', 'TOV': 13, 'WL': 'W', 'assistPercentage': 0.564, 'assistRatio': 18.4, 'assistToTurnover': 1.57, 'defensiveRating': 94.6, 'defensiveReboundPercentage': 0.704, 'effectiveFieldGoalPercentage': 0.614, 'estimatedDefensiveRating': 94.7, 'estimatedNetRating': 27.2, 'estimatedOffensiveRating': 122.0, 'estimatedPace': 92.76, 'estimatedTeamTurnoverPercentage': 15.112, 'estimatedUsagePercentage': 0.199, 'freeThrowAttemptRate': 0.443, 'gameId': '0020700090', 'lineup_weight': None, 'minutes': '240:00', 'netRating': 26.9, 'offensiveRating': 121.5, 'offensiveReboundPercentage': 0.182, 'oppEffectiveFieldGoalPercentage': 0.427, 'oppFreeThrowAttemptRate': 0.329, 'oppOffensiveReboundPercentage': 0.296, 'oppTeamTurnoverPercentage': 0.151, 'pace': 93.0, 'pacePer40': 77.5, 'possessions': 93.0, 'reboundPercentage': 0.506, 'teamCity': 'San Antonio', 'teamId': 1610612759, 'teamName': 'Spurs', 'teamSlug': 'spurs', 'teamTricode': 'SAS', 'teamTurnoverPercentage': 0.151, 'trueShootingPercentage': 0.676, 'turnoverRatio': 15.1, 'usagePercentage': 1.0} 1

{'AST': 21, 'BLK': 2, 'DREB': 36, 'FG3A': 9, 'FG3M': 3, 'FG3_PCT': 0.333, 'FGA': 86, 'FGM': 37, 'FG_PCT': 0.43, 'FTA': 29, 'FTM': 26, 'FT_PCT': 0.897, 'GAME_DATE': '2007-11-11', 'GAME_ID': '0020700091', 'MATCHUP': 'SEA vs. DET', 'MIN': 240, 'OREB': 11, 'PF': 25, 'PIE': 0.477, 'PLUS_MINUS': -4.0, 'PTS': 103, 'REB': 47, 'SEASON_ID': '22007', 'STL': 7, 'TEAM_ABBREVIATION': 'SEA', 'TEAM_ID': 1610612760, 'TEAM_NAME': 'Seattle SuperSonics', 'TOV': 13, 'WL': 'L', 'assistPercentage': 0.568, 'assistRatio': 15.8, 'assistToTurnover': 1.62, 'defensiveRating': 103.9, 'defensiveReboundPercentage': 0.75, 'effectiveFieldGoalPercentage': 0.448, 'estimatedDefensiveRating': 105.4, 'estimatedNetRating': -3.2, 'estimatedOffensiveRating': 102.2, 'estimatedPace': 101.14, 'estimatedTeamTurnoverPercentage': 12.902, 'estimatedUsagePercentage': 0.2, 'freeThrowAttemptRate': 0.337, 'gameId': '0020700091', 'lineup_weight': None, 'minutes': '240:00', 'netRating': -1.9, 'offensiveRating': 102.0, 'offensiveReboundPercentage': 0.22916666666666666, 'oppEffectiveFieldGoalPercentage': 0.477, 'oppFreeThrowAttemptRate': 0.375, 'oppOffensiveReboundPercentage': 0.273, 'oppTeamTurnoverPercentage': 0.107, 'pace': 102.0, 'pacePer40': 85.0, 'possessions': 101.0, 'reboundPercentage': 0.4895833333333333, 'teamCity': 'Seattle', 'teamId': 1610612760, 'teamName': 'SuperSonics', 'teamSlug': 'supersonics', 'teamTricode': 'SEA', 'teamTurnoverPercentage': 0.129, 'trueShootingPercentage': 0.521, 'turnoverRatio': 12.9, 'usagePercentage': 1.0} 1

{'AST': 24, 'BLK': 4, 'DREB': 39, 'FG3A': 22, 'FG3M': 12, 'FG3_PCT': 0.545, 'FGA': 80, 'FGM': 44, 'FG_PCT': 0.55, 'FTA': 33, 'FTM': 22, 'FT_PCT': 0.667, 'GAME_DATE': '2007-11-12', 'GAME_ID': '0020700094', 'MATCHUP': 'DEN vs. CLE', 'MIN': 241, 'OREB': 7, 'PF': 24, 'PIE': 0.68, 'PLUS_MINUS': 22.0, 'PTS': 122, 'REB': 46, 'SEASON_ID': '22007', 'STL': 7, 'TEAM_ABBREVIATION': 'DEN', 'TEAM_ID': 1610612743, 'TEAM_NAME': 'Denver Nuggets', 'TOV': 13, 'WL': 'W', 'assistPercentage': 0.545, 'assistRatio': 18.2, 'assistToTurnover': 1.85, 'defensiveRating': 102.0, 'defensiveReboundPercentage': 0.656, 'effectiveFieldGoalPercentage': 0.625, 'estimatedDefensiveRating': 99.3, 'estimatedNetRating': 22.1, 'estimatedOffensiveRating': 121.4, 'estimatedPace': 100.62, 'estimatedTeamTurnoverPercentage': 12.933, 'estimatedUsagePercentage': 0.197, 'freeThrowAttemptRate': 0.413, 'gameId': '0020700094', 'lineup_weight': None, 'minutes': '240:00', 'netRating': 21.2, 'offensiveRating': 123.2, 'offensiveReboundPercentage': 0.244, 'oppEffectiveFieldGoalPercentage': 0.459, 'oppFreeThrowAttemptRate': 0.442, 'oppOffensiveReboundPercentage': 0.344, 'oppTeamTurnoverPercentage': 0.153, 'pace': 98.5, 'pacePer40': 82.08, 'possessions': 99.0, 'reboundPercentage': 0.49, 'teamCity': 'Denver', 'teamId': 1610612743, 'teamName': 'Nuggets', 'teamSlug': 'nuggets', 'teamTricode': 'DEN', 'teamTurnoverPercentage': 0.131, 'trueShootingPercentage': 0.645, 'turnoverRatio': 13.1, 'usagePercentage': 1.0} 1

{'AST': 29, 'BLK': 6, 'DREB': 26, 'FG3A': 11, 'FG3M': 4, 'FG3_PCT': 0.364, 'FGA': 82, 'FGM': 41, 'FG_PCT': 0.5, 'FTA': 37, 'FTM': 31, 'FT_PCT': 0.838, 'GAME_DATE': '2007-11-12', 'GAME_ID': '0020700095', 'MATCHUP': 'UTA vs. SAC', 'MIN': 240, 'OREB': 15, 'PF': 19, 'PIE': 0.693, 'PLUS_MINUS': 24.0, 'PTS': 117, 'REB': 41, 'SEASON_ID': '22007', 'STL': 8, 'TEAM_ABBREVIATION': 'UTA', 'TEAM_ID': 1610612762, 'TEAM_NAME': 'Utah Jazz', 'TOV': 15, 'WL': 'W', 'assistPercentage': 0.707, 'assistRatio': 20.4, 'assistToTurnover': 1.93, 'defensiveRating': 98.9, 'defensiveReboundPercentage': 0.7222222222222222, 'effectiveFieldGoalPercentage': 0.524, 'estimatedDefensiveRating': 97.5, 'estimatedNetRating': 21.5, 'estimatedOffensiveRating': 119.0, 'estimatedPace': 96.82, 'estimatedTeamTurnoverPercentage': 15.263, 'estimatedUsagePercentage': 0.2, 'freeThrowAttemptRate': 0.451, 'gameId': '0020700095', 'lineup_weight': None, 'minutes': '240:00', 'netRating': 25.5, 'offensiveRating': 124.5, 'offensiveReboundPercentage': 0.40540540540540543, 'oppEffectiveFieldGoalPercentage': 0.506, 'oppFreeThrowAttemptRate': 0.244, 'oppOffensiveReboundPercentage': 0.289, 'oppTeamTurnoverPercentage': 0.202, 'pace': 94.0, 'pacePer40': 78.33, 'possessions': 94.0, 'reboundPercentage': 0.5616438356164384, 'teamCity': 'Utah', 'teamId': 1610612762, 'teamName': 'Jazz', 'teamSlug': 'jazz', 'teamTricode': 'UTA', 'teamTurnoverPercentage': 0.16, 'trueShootingPercentage': 0.595, 'turnoverRatio': 16.0, 'usagePercentage': 1.0} 1

{'AST': 24, 'BLK': 4, 'DREB': 48, 'FG3A': 25, 'FG3M': 10, 'FG3_PCT': 0.4, 'FGA': 82, 'FGM': 38, 'FG_PCT': 0.463, 'FTA': 22, 'FTM': 17, 'FT_PCT': 0.773, 'GAME_DATE': '2007-11-13', 'GAME_ID': '0020700097', 'MATCHUP': 'ORL vs. SEA', 'MIN': 239, 'OREB': 10, 'PF': 16, 'PIE': 0.721, 'PLUS_MINUS': 27.0, 'PTS': 103, 'REB': 58, 'SEASON_ID': '22007', 'STL': 6, 'TEAM_ABBREVIATION': 'ORL', 'TEAM_ID': 1610612753, 'TEAM_NAME': 'Orlando Magic', 'TOV': 26, 'WL': 'W', 'assistPercentage': 0.632, 'assistRatio': 16.9, 'assistToTurnover': 0.92, 'defensiveRating': 72.4, 'defensiveReboundPercentage': 0.776, 'effectiveFieldGoalPercentage': 0.524, 'estimatedDefensiveRating': 70.9, 'estimatedNetRating': 24.7, 'estimatedOffensiveRating': 95.7, 'estimatedPace': 107.42, 'estimatedTeamTurnoverPercentage': 24.146, 'estimatedUsagePercentage': 0.199, 'freeThrowAttemptRate': 0.268, 'gameId': '0020700097', 'lineup_weight': None, 'minutes': '240:00', 'netRating': 24.8, 'offensiveRating': 97.2, 'offensiveReboundPercentage': 0.277, 'oppEffectiveFieldGoalPercentage': 0.354, 'oppFreeThrowAttemptRate': 0.146, 'oppOffensiveReboundPercentage': 0.224, 'oppTeamTurnoverPercentage': 0.162, 'pace': 105.5, 'pacePer40': 87.92, 'possessions': 106.0, 'reboundPercentage': 0.57, 'teamCity': 'Orlando', 'teamId': 1610612753, 'teamName': 'Magic', 'teamSlug': 'magic', 'teamTricode': 'ORL', 'teamTurnoverPercentage': 0.245, 'trueShootingPercentage': 0.562, 'turnoverRatio': 24.5, 'usagePercentage': 1.0} 1

away_team_stats object

Unique Values

21,336

Top 10 Values

{'AST': 25, 'BLK': 5, 'DREB': 44, 'FG3A': 31, 'FG3M': 12, 'FG3_PCT': 0.387, 'FGA': 76, 'FGM': 38, 'FG_PCT': 0.5, 'FTA': 22, 'FTM': 17, 'FT_PCT': 0.773, 'GAME_DATE': '2007-11-07', 'GAME_ID': '0020700054', 'MATCHUP': 'ORL @ TOR', 'MIN': 240, 'OREB': 7, 'PF': 19, 'PIE': 0.609, 'PLUS_MINUS': 9.0, 'PTS': 105, 'REB': 51, 'SEASON_ID': '22007', 'STL': 2, 'TEAM_ABBREVIATION': 'ORL', 'TEAM_ID': 1610612753, 'TEAM_NAME': 'Orlando Magic', 'TOV': 17, 'WL': 'W', 'assistPercentage': 0.658, 'assistRatio': 19.6, 'assistToTurnover': 1.47, 'defensiveRating': 101.1, 'defensiveReboundPercentage': 0.776, 'effectiveFieldGoalPercentage': 0.579, 'estimatedDefensiveRating': 99.5, 'estimatedNetRating': 10.2, 'estimatedOffensiveRating': 109.7, 'estimatedPace': 96.06, 'estimatedTeamTurnoverPercentage': 17.768, 'estimatedUsagePercentage': 0.201, 'freeThrowAttemptRate': 0.289, 'gameId': '0020700054', 'lineup_weight': None, 'minutes': '240:00', 'netRating': 8.3, 'offensiveRating': 109.4, 'offensiveReboundPercentage': 0.25, 'oppEffectiveFieldGoalPercentage': 0.416, 'oppFreeThrowAttemptRate': 0.292, 'oppOffensiveReboundPercentage': 0.224, 'oppTeamTurnoverPercentage': 0.084, 'pace': 95.5, 'pacePer40': 79.58, 'possessions': 96.0, 'reboundPercentage': 0.561, 'teamCity': 'Orlando', 'teamId': 1610612753, 'teamName': 'Magic', 'teamSlug': 'magic', 'teamTricode': 'ORL', 'teamTurnoverPercentage': 0.177, 'trueShootingPercentage': 0.613, 'turnoverRatio': 17.7, 'usagePercentage': 1.0} 1

{'AST': 25, 'BLK': 5, 'DREB': 39, 'FG3A': 24, 'FG3M': 10, 'FG3_PCT': 0.417, 'FGA': 84, 'FGM': 42, 'FG_PCT': 0.5, 'FTA': 30, 'FTM': 26, 'FT_PCT': 0.867, 'GAME_DATE': '2007-11-08', 'GAME_ID': '0020700065', 'MATCHUP': 'DAL @ GSW', 'MIN': 240, 'OREB': 10, 'PF': 29, 'PIE': 0.539, 'PLUS_MINUS': 5.0, 'PTS': 120, 'REB': 49, 'SEASON_ID': '22007', 'STL': 1, 'TEAM_ABBREVIATION': 'DAL', 'TEAM_ID': 1610612742, 'TEAM_NAME': 'Dallas Mavericks', 'TOV': 12, 'WL': 'W', 'assistPercentage': 0.595, 'assistRatio': 18.5, 'assistToTurnover': 1.92, 'defensiveRating': 115.0, 'defensiveReboundPercentage': 0.755, 'effectiveFieldGoalPercentage': 0.56, 'estimatedDefensiveRating': 113.6, 'estimatedNetRating': 6.1, 'estimatedOffensiveRating': 119.8, 'estimatedPace': 100.7, 'estimatedTeamTurnoverPercentage': 12.974, 'estimatedUsagePercentage': 0.2, 'freeThrowAttemptRate': 0.357, 'gameId': '0020700065', 'lineup_weight': None, 'minutes': '240:00', 'netRating': 6.2, 'offensiveRating': 121.2, 'offensiveReboundPercentage': 0.295, 'oppEffectiveFieldGoalPercentage': 0.556, 'oppFreeThrowAttemptRate': 0.337, 'oppOffensiveReboundPercentage': 0.245, 'oppTeamTurnoverPercentage': 0.07, 'pace': 99.5, 'pacePer40': 82.92, 'possessions': 99.0, 'reboundPercentage': 0.546, 'teamCity': 'Dallas', 'teamId': 1610612742, 'teamName': 'Mavericks', 'teamSlug': 'mavericks', 'teamTricode': 'DAL', 'teamTurnoverPercentage': 0.131, 'trueShootingPercentage': 0.617, 'turnoverRatio': 13.1, 'usagePercentage': 1.0} 1

{'AST': 32, 'BLK': 8, 'DREB': 31, 'FG3A': 8, 'FG3M': 1, 'FG3_PCT': 0.125, 'FGA': 86, 'FGM': 42, 'FG_PCT': 0.488, 'FTA': 27, 'FTM': 18, 'FT_PCT': 0.667, 'GAME_DATE': '2007-11-09', 'GAME_ID': '0020700078', 'MATCHUP': 'UTA @ SEA', 'MIN': 240, 'OREB': 13, 'PF': 20, 'PIE': 0.581, 'PLUS_MINUS': 2.0, 'PTS': 103, 'REB': 44, 'SEASON_ID': '22007', 'STL': 11, 'TEAM_ABBREVIATION': 'UTA', 'TEAM_ID': 1610612762, 'TEAM_NAME': 'Utah Jazz', 'TOV': 18, 'WL': 'W', 'assistPercentage': 0.762, 'assistRatio': 21.5, 'assistToTurnover': 1.68, 'defensiveRating': 99.0, 'defensiveReboundPercentage': 0.667, 'effectiveFieldGoalPercentage': 0.494, 'estimatedDefensiveRating': 98.3, 'estimatedNetRating': 0.9, 'estimatedOffensiveRating': 99.2, 'estimatedPace': 103.32, 'estimatedTeamTurnoverPercentage': 18.29, 'estimatedUsagePercentage': 0.197, 'freeThrowAttemptRate': 0.314, 'gameId': '0020700078', 'lineup_weight': None, 'minutes': '240:00', 'netRating': 4.0, 'offensiveRating': 103.0, 'offensiveReboundPercentage': 0.327, 'oppEffectiveFieldGoalPercentage': 0.482, 'oppFreeThrowAttemptRate': 0.341, 'oppOffensiveReboundPercentage': 0.333, 'oppTeamTurnoverPercentage': 0.167, 'pace': 101.0, 'pacePer40': 84.17, 'possessions': 100.0, 'reboundPercentage': 0.5, 'teamCity': 'Utah', 'teamId': 1610612762, 'teamName': 'Jazz', 'teamSlug': 'jazz', 'teamTricode': 'UTA', 'teamTurnoverPercentage': 0.19, 'trueShootingPercentage': 0.526, 'turnoverRatio': 19.0, 'usagePercentage': 1.0} 1

{'AST': 23, 'BLK': 6, 'DREB': 41, 'FG3A': 31, 'FG3M': 12, 'FG3_PCT': 0.387, 'FGA': 82, 'FGM': 36, 'FG_PCT': 0.439, 'FTA': 34, 'FTM': 29, 'FT_PCT': 0.853, 'GAME_DATE': '2007-11-10', 'GAME_ID': '0020700080', 'MATCHUP': 'DEN @ IND', 'MIN': 241, 'OREB': 7, 'PF': 18, 'PIE': 0.573, 'PLUS_MINUS': 7.0, 'PTS': 113, 'REB': 48, 'SEASON_ID': '22007', 'STL': 14, 'TEAM_ABBREVIATION': 'DEN', 'TEAM_ID': 1610612743, 'TEAM_NAME': 'Denver Nuggets', 'TOV': 22, 'WL': 'W', 'assistPercentage': 0.639, 'assistRatio': 16.2, 'assistToTurnover': 1.05, 'defensiveRating': 93.8, 'defensiveReboundPercentage': 0.75, 'effectiveFieldGoalPercentage': 0.512, 'estimatedDefensiveRating': 93.3, 'estimatedNetRating': 7.6, 'estimatedOffensiveRating': 100.9, 'estimatedPace': 112.76, 'estimatedTeamTurnoverPercentage': 19.65, 'estimatedUsagePercentage': 0.2, 'freeThrowAttemptRate': 0.415, 'gameId': '0020700080', 'lineup_weight': None, 'minutes': '240:00', 'netRating': 5.3, 'offensiveRating': 99.1, 'offensiveReboundPercentage': 0.167, 'oppEffectiveFieldGoalPercentage': 0.484, 'oppFreeThrowAttemptRate': 0.25, 'oppOffensiveReboundPercentage': 0.25, 'oppTeamTurnoverPercentage': 0.186, 'pace': 113.5, 'pacePer40': 94.58, 'possessions': 114.0, 'reboundPercentage': 0.491, 'teamCity': 'Denver', 'teamId': 1610612743, 'teamName': 'Nuggets', 'teamSlug': 'nuggets', 'teamTricode': 'DEN', 'teamTurnoverPercentage': 0.193, 'trueShootingPercentage': 0.583, 'turnoverRatio': 19.3, 'usagePercentage': 1.0} 1

{'AST': 36, 'BLK': 2, 'DREB': 37, 'FG3A': 20, 'FG3M': 10, 'FG3_PCT': 0.5, 'FGA': 75, 'FGM': 41, 'FG_PCT': 0.547, 'FTA': 10, 'FTM': 9, 'FT_PCT': 0.9, 'GAME_DATE': '2007-11-10', 'GAME_ID': '0020700082', 'MATCHUP': 'TOR @ CHI', 'MIN': 239, 'OREB': 7, 'PF': 22, 'PIE': 0.743, 'PLUS_MINUS': 30.0, 'PTS': 101, 'REB': 44, 'SEASON_ID': '22007', 'STL': 10, 'TEAM_ABBREVIATION': 'TOR', 'TEAM_ID': 1610612761, 'TEAM_NAME': 'Toronto Raptors', 'TOV': 23, 'WL': 'W', 'assistPercentage': 0.878, 'assistRatio': 26.0, 'assistToTurnover': 1.57, 'defensiveRating': 74.0, 'defensiveReboundPercentage': 0.7708333333333334, 'effectiveFieldGoalPercentage': 0.613, 'estimatedDefensiveRating': 72.2, 'estimatedNetRating': 33.7, 'estimatedOffensiveRating': 105.9, 'estimatedPace': 96.88, 'estimatedTeamTurnoverPercentage': 24.109, 'estimatedUsagePercentage': 0.199, 'freeThrowAttemptRate': 0.133, 'gameId': '0020700082', 'lineup_weight': None, 'minutes': '240:00', 'netRating': 31.2, 'offensiveRating': 105.2, 'offensiveReboundPercentage': 0.20588235294117646, 'oppEffectiveFieldGoalPercentage': 0.364, 'oppFreeThrowAttemptRate': 0.235, 'oppOffensiveReboundPercentage': 0.281, 'oppTeamTurnoverPercentage': 0.208, 'pace': 96.0, 'pacePer40': 80.0, 'possessions': 96.0, 'reboundPercentage': 0.5365853658536586, 'teamCity': 'Toronto', 'teamId': 1610612761, 'teamName': 'Raptors', 'teamSlug': 'raptors', 'teamTricode': 'TOR', 'teamTurnoverPercentage': 0.24, 'trueShootingPercentage': 0.636, 'turnoverRatio': 24.0, 'usagePercentage': 1.0} 1

{'AST': 17, 'BLK': 6, 'DREB': 24, 'FG3A': 12, 'FG3M': 2, 'FG3_PCT': 0.167, 'FGA': 82, 'FGM': 34, 'FG_PCT': 0.415, 'FTA': 27, 'FTM': 18, 'FT_PCT': 0.667, 'GAME_DATE': '2007-11-11', 'GAME_ID': '0020700090', 'MATCHUP': 'MIL @ SAS', 'MIN': 240, 'OREB': 15, 'PF': 23, 'PIE': 0.307, 'PLUS_MINUS': -25.0, 'PTS': 88, 'REB': 39, 'SEASON_ID': '22007', 'STL': 6, 'TEAM_ABBREVIATION': 'MIL', 'TEAM_ID': 1610612749, 'TEAM_NAME': 'Milwaukee Bucks', 'TOV': 14, 'WL': 'L', 'assistPercentage': 0.5, 'assistRatio': 13.6, 'assistToTurnover': 1.21, 'defensiveRating': 121.5, 'defensiveReboundPercentage': 0.818, 'effectiveFieldGoalPercentage': 0.427, 'estimatedDefensiveRating': 122.0, 'estimatedNetRating': -27.2, 'estimatedOffensiveRating': 94.7, 'estimatedPace': 92.76, 'estimatedTeamTurnoverPercentage': 15.073, 'estimatedUsagePercentage': 0.2, 'freeThrowAttemptRate': 0.329, 'gameId': '0020700090', 'lineup_weight': None, 'minutes': '240:00', 'netRating': -26.9, 'offensiveRating': 94.6, 'offensiveReboundPercentage': 0.296, 'oppEffectiveFieldGoalPercentage': 0.614, 'oppFreeThrowAttemptRate': 0.443, 'oppOffensiveReboundPercentage': 0.182, 'oppTeamTurnoverPercentage': 0.151, 'pace': 93.0, 'pacePer40': 77.5, 'possessions': 93.0, 'reboundPercentage': 0.494, 'teamCity': 'Milwaukee', 'teamId': 1610612749, 'teamName': 'Bucks', 'teamSlug': 'bucks', 'teamTricode': 'MIL', 'teamTurnoverPercentage': 0.151, 'trueShootingPercentage': 0.469, 'turnoverRatio': 15.1, 'usagePercentage': 1.0} 1

{'AST': 27, 'BLK': 1, 'DREB': 37, 'FG3A': 23, 'FG3M': 8, 'FG3_PCT': 0.348, 'FGA': 88, 'FGM': 38, 'FG_PCT': 0.432, 'FTA': 33, 'FTM': 23, 'FT_PCT': 0.697, 'GAME_DATE': '2007-11-11', 'GAME_ID': '0020700091', 'MATCHUP': 'DET @ SEA', 'MIN': 238, 'OREB': 12, 'PF': 25, 'PIE': 0.523, 'PLUS_MINUS': 4.0, 'PTS': 107, 'REB': 49, 'SEASON_ID': '22007', 'STL': 10, 'TEAM_ABBREVIATION': 'DET', 'TEAM_ID': 1610612765, 'TEAM_NAME': 'Detroit Pistons', 'TOV': 11, 'WL': 'W', 'assistPercentage': 0.711, 'assistRatio': 19.2, 'assistToTurnover': 2.45, 'defensiveRating': 102.0, 'defensiveReboundPercentage': 0.7708333333333334, 'effectiveFieldGoalPercentage': 0.477, 'estimatedDefensiveRating': 102.2, 'estimatedNetRating': 3.2, 'estimatedOffensiveRating': 105.4, 'estimatedPace': 101.14, 'estimatedTeamTurnoverPercentage': 10.835, 'estimatedUsagePercentage': 0.201, 'freeThrowAttemptRate': 0.375, 'gameId': '0020700091', 'lineup_weight': None, 'minutes': '240:00', 'netRating': 1.9, 'offensiveRating': 103.9, 'offensiveReboundPercentage': 0.25, 'oppEffectiveFieldGoalPercentage': 0.448, 'oppFreeThrowAttemptRate': 0.337, 'oppOffensiveReboundPercentage': 0.216, 'oppTeamTurnoverPercentage': 0.129, 'pace': 102.0, 'pacePer40': 85.0, 'possessions': 103.0, 'reboundPercentage': 0.5104166666666666, 'teamCity': 'Detroit', 'teamId': 1610612765, 'teamName': 'Pistons', 'teamSlug': 'pistons', 'teamTricode': 'DET', 'teamTurnoverPercentage': 0.107, 'trueShootingPercentage': 0.522, 'turnoverRatio': 10.7, 'usagePercentage': 1.0} 1

{'AST': 18, 'BLK': 2, 'DREB': 28, 'FG3A': 19, 'FG3M': 7, 'FG3_PCT': 0.368, 'FGA': 86, 'FGM': 36, 'FG_PCT': 0.419, 'FTA': 38, 'FTM': 21, 'FT_PCT': 0.553, 'GAME_DATE': '2007-11-12', 'GAME_ID': '0020700094', 'MATCHUP': 'CLE @ DEN', 'MIN': 240, 'OREB': 17, 'PF': 24, 'PIE': 0.32, 'PLUS_MINUS': -22.0, 'PTS': 100, 'REB': 45, 'SEASON_ID': '22007', 'STL': 4, 'TEAM_ABBREVIATION': 'CLE', 'TEAM_ID': 1610612739, 'TEAM_NAME': 'Cleveland Cavaliers', 'TOV': 14, 'WL': 'L', 'assistPercentage': 0.5, 'assistRatio': 13.3, 'assistToTurnover': 1.2, 'defensiveRating': 123.2, 'defensiveReboundPercentage': 0.756, 'effectiveFieldGoalPercentage': 0.459, 'estimatedDefensiveRating': 121.4, 'estimatedNetRating': -22.1, 'estimatedOffensiveRating': 99.3, 'estimatedPace': 100.62, 'estimatedTeamTurnoverPercentage': 14.893, 'estimatedUsagePercentage': 0.2, 'freeThrowAttemptRate': 0.442, 'gameId': '0020700094', 'lineup_weight': None, 'minutes': '240:00', 'netRating': -21.2, 'offensiveRating': 102.0, 'offensiveReboundPercentage': 0.344, 'oppEffectiveFieldGoalPercentage': 0.625, 'oppFreeThrowAttemptRate': 0.413, 'oppOffensiveReboundPercentage': 0.244, 'oppTeamTurnoverPercentage': 0.131, 'pace': 98.5, 'pacePer40': 82.08, 'possessions': 98.0, 'reboundPercentage': 0.51, 'teamCity': 'Cleveland', 'teamId': 1610612739, 'teamName': 'Cavaliers', 'teamSlug': 'cavaliers', 'teamTricode': 'CLE', 'teamTurnoverPercentage': 0.153, 'trueShootingPercentage': 0.487, 'turnoverRatio': 15.3, 'usagePercentage': 1.0} 1

{'AST': 16, 'BLK': 1, 'DREB': 22, 'FG3A': 19, 'FG3M': 9, 'FG3_PCT': 0.474, 'FGA': 78, 'FGM': 35, 'FG_PCT': 0.449, 'FTA': 19, 'FTM': 14, 'FT_PCT': 0.737, 'GAME_DATE': '2007-11-12', 'GAME_ID': '0020700095', 'MATCHUP': 'SAC @ UTA', 'MIN': 239, 'OREB': 10, 'PF': 26, 'PIE': 0.307, 'PLUS_MINUS': -24.0, 'PTS': 93, 'REB': 32, 'SEASON_ID': '22007', 'STL': 5, 'TEAM_ABBREVIATION': 'SAC', 'TEAM_ID': 1610612758, 'TEAM_NAME': 'Sacramento Kings', 'TOV': 18, 'WL': 'L', 'assistPercentage': 0.457, 'assistRatio': 13.2, 'assistToTurnover': 0.84, 'defensiveRating': 124.5, 'defensiveReboundPercentage': 0.5945945945945946, 'effectiveFieldGoalPercentage': 0.506, 'estimatedDefensiveRating': 119.0, 'estimatedNetRating': -21.5, 'estimatedOffensiveRating': 97.5, 'estimatedPace': 96.82, 'estimatedTeamTurnoverPercentage': 19.924, 'estimatedUsagePercentage': 0.197, 'freeThrowAttemptRate': 0.244, 'gameId': '0020700095', 'lineup_weight': None, 'minutes': '240:00', 'netRating': -25.5, 'offensiveRating': 98.9, 'offensiveReboundPercentage': 0.2777777777777778, 'oppEffectiveFieldGoalPercentage': 0.524, 'oppFreeThrowAttemptRate': 0.451, 'oppOffensiveReboundPercentage': 0.488, 'oppTeamTurnoverPercentage': 0.16, 'pace': 94.0, 'pacePer40': 78.33, 'possessions': 94.0, 'reboundPercentage': 0.4383561643835616, 'teamCity': 'Sacramento', 'teamId': 1610612758, 'teamName': 'Kings', 'teamSlug': 'kings', 'teamTricode': 'SAC', 'teamTurnoverPercentage': 0.202, 'trueShootingPercentage': 0.538, 'turnoverRatio': 20.2, 'usagePercentage': 1.0} 1

{'AST': 16, 'BLK': 5, 'DREB': 32, 'FG3A': 10, 'FG3M': 2, 'FG3_PCT': 0.2, 'FGA': 96, 'FGM': 33, 'FG_PCT': 0.344, 'FTA': 14, 'FTM': 8, 'FT_PCT': 0.571, 'GAME_DATE': '2007-11-13', 'GAME_ID': '0020700097', 'MATCHUP': 'SEA @ ORL', 'MIN': 240, 'OREB': 12, 'PF': 23, 'PIE': 0.279, 'PLUS_MINUS': -27.0, 'PTS': 76, 'REB': 44, 'SEASON_ID': '22007', 'STL': 14, 'TEAM_ABBREVIATION': 'SEA', 'TEAM_ID': 1610612760, 'TEAM_NAME': 'Seattle SuperSonics', 'TOV': 17, 'WL': 'L', 'assistPercentage': 0.485, 'assistRatio': 11.8, 'assistToTurnover': 0.94, 'defensiveRating': 97.2, 'defensiveReboundPercentage': 0.723, 'effectiveFieldGoalPercentage': 0.354, 'estimatedDefensiveRating': 95.7, 'estimatedNetRating': -24.7, 'estimatedOffensiveRating': 70.9, 'estimatedPace': 107.42, 'estimatedTeamTurnoverPercentage': 15.864, 'estimatedUsagePercentage': 0.2, 'freeThrowAttemptRate': 0.146, 'gameId': '0020700097', 'lineup_weight': None, 'minutes': '240:00', 'netRating': -24.8, 'offensiveRating': 72.4, 'offensiveReboundPercentage': 0.224, 'oppEffectiveFieldGoalPercentage': 0.524, 'oppFreeThrowAttemptRate': 0.268, 'oppOffensiveReboundPercentage': 0.277, 'oppTeamTurnoverPercentage': 0.245, 'pace': 105.5, 'pacePer40': 87.92, 'possessions': 105.0, 'reboundPercentage': 0.43, 'teamCity': 'Seattle', 'teamId': 1610612760, 'teamName': 'SuperSonics', 'teamSlug': 'supersonics', 'teamTricode': 'SEA', 'teamTurnoverPercentage': 0.162, 'trueShootingPercentage': 0.372, 'turnoverRatio': 16.2, 'usagePercentage': 1.0} 1

home_division_key object

Unique Values

Top 10 Values

northwest 3,565

pacific 3,563

atlantic 3,553

southwest 3,553

central 3,552

southeast 3,550

away_division_key object

Unique Values

Top 10 Values

southwest 3,564

atlantic 3,563

pacific 3,559

southeast 3,556

northwest 3,549

central 3,545

home_conference_key object

Unique Values

Top 10 Values

western 10,681

eastern 10,655

away_conference_key object

Unique Values

Top 10 Values

western 10,672

eastern 10,664

fs_is_overtime bool

Unique Values

Top 10 Values

False 20,113

True 1,223

home_player_1 object

Unique Values

21,273

Top 10 Values

MISSING-PLAYER 64

3.0141762063907946 1

3.1647065153694998 1

3.759339791233998 1

1.8082145910166507 1

1.2018424417247813 1

3.0540064073159363 1

3.2185908713542757 1

2.9849207814873058 1

3.807906306187875 1

home_player_2 object

Unique Values

21,272

Top 10 Values

MISSING-PLAYER 65

1.0817371580305375 1

2.6604521334654576 1

2.6681994641132536 1

1.0542663747221535 1

1.0427563866230234 1

2.1807617606447773 1

1.9537398518003175 1

2.7494002850648696 1

2.6297989409721745 1

home_player_3 object

Unique Values

21,272

Top 10 Values

MISSING-PLAYER 65

0.836655143065391 1

1.2790796058356764 1

1.5559654332600874 1

0.5954598126599393 1

0.49080391795515926 1

2.082397547122598 1

1.0085435487815104 1

1.7186046207210297 1

0.747818272147056 1

home_player_4 object

Unique Values

21,272

Top 10 Values

MISSING-PLAYER 65

0.8170085921857976 1

0.7056184424481091 1

0.7279627620333817 1

0.07266311694685362 1

0.39308818544323515 1

1.6717448145434286 1

0.9842431915596086 1

1.5220875403836378 1

0.5611751193612565 1

home_player_5 object

Unique Values

21,271

Top 10 Values

MISSING-PLAYER 66

0.40865767332896075 1

0.3919636555830661 1

0.04524628363064312 1

0.08736662859639051 1

1.5456043280631202 1

0.5438158567725018 1

1.2399120162604502 1

0.07576865425696679 1

0.8488069974337639 1

home_player_6 object

Unique Values

21,270

Top 10 Values

MISSING-PLAYER 67

-1.0054747310265946 1

0.03526906526823131 1

-0.17768654075883525 1

-0.5499516489322402 1

1.1497263272789895 1

0.530628969835464 1

1.1687564132022317 1

0.0031100591901023484 1

0.7445253402790142 1

home_player_7 object

Unique Values

21,249

Top 10 Values

MISSING-PLAYER 88

-0.43915460950707785 1

-0.17222902377786287 1

-0.8911464832393856 1

0.3435452499665761 1

0.4310543154628695 1

-1.698913569292343 1

-1.4127741498306585 1

0.9940788396466826 1

-0.2513422802262807 1

home_player_8 object

Unique Values

21,203

Top 10 Values

MISSING-PLAYER 134

-1.6627596202503239 1

-0.9565307356892325 1

-0.24224649123510894 1

-0.8405453795652272 1

-0.7524951960516605 1

-0.6289730862685916 1

-0.7420521109407937 1

-0.4616493339720297 1

-0.22120932650634328 1

home_player_9 object

Unique Values

20,941

Top 10 Values

MISSING-PLAYER 396

-1.7304249378881824 1

-0.6903251262219929 1

0.12356342497224275 1

-1.3355274830661215 1

-0.8334404606112011 1

-1.1620020226876289 1

-0.4749563633352993 1

-1.714351738162783 1

0.233464936033053 1

home_player_10 object

Unique Values

19,666

Top 10 Values

MISSING-PLAYER 1,671

-1.487542464555618 1

-1.42116363098795 1

-2.1722529749715687 1

-0.7847949081889628 1

-0.756108673608135 1

-1.1059971110756186 1

-0.37218062870211804 1

-2.2932202930928827 1

-1.618056681281682 1

home_player_11 object

Unique Values

16,023

Top 10 Values

MISSING-PLAYER 5,314

-1.9685371084409393 1

-2.194343711688436 1

-1.5481297397859126 1

-1.2578104569786603 1

-1.3846278737210294 1

-1.5524015230705126 1

-0.9555865426039789 1

-1.650330129524658 1

-0.9170360797425674 1

home_player_12 object

Unique Values

9,626

Top 10 Values

MISSING-PLAYER 11,711

-3.631074879252929 1

-2.260330031428694 1

-2.3094202246976674 1

-3.317387620746113 1

-2.050164047589135 1

-2.2883494381827303 1

-2.688980148636357 1

-1.6035337669786405 1

-2.4212805294955544 1

home_player_13 object

Unique Values

2,999

Top 10 Values

MISSING-PLAYER 18,338

-2.1766402435117476 1

-1.5012266001835213 1

-2.2246877524897255 1

-2.2096818248189196 1

-3.1826950144571757 1

-1.728825931447938 1

-1.9093416862697057 1

-2.260441530166681 1

-2.145630567446484 1

home_player_14 object

Unique Values

357

Top 10 Values

MISSING-PLAYER 20,980

-2.078579536194679 1

-1.0652080876076895 1

-2.3855956262061024 1

-2.592670158571484 1

-2.367173062600751 1

-2.189429673374472 1

-0.9934679746192068 1

-0.691125573700853 1

-0.8488399701355582 1

home_player_15 object

Unique Values

Top 10 Values

MISSING-PLAYER 21,291

-2.5451380185139323 1

-1.3833407306779313 1

-1.925479927167413 1

-1.4772376126191378 1

-3.5306848937227 1

-3.572845026103445 1

-3.0807158497776523 1

-3.110828747318178 1

-3.1164364973935808 1

home_player_16 object

Unique Values

Top 10 Values

MISSING-PLAYER 21,336

home_player_17 object

Unique Values

Top 10 Values

MISSING-PLAYER 21,336

home_player_18 object

Unique Values

Top 10 Values

MISSING-PLAYER 21,336

away_player_1 object

Unique Values

21,270

Top 10 Values

MISSING-PLAYER 67

2.240321661645874 1

0.9744405488666299 1

3.0191502981918723 1

3.097646735358382 1

1.127996436616439 1

2.2634130009364952 1

1.6846520498336095 1

1.7518174971436538 1

2.0915109363455353 1

away_player_2 object

Unique Values

21,270

Top 10 Values

MISSING-PLAYER 67

1.1387553311205638 1

0.8520005438134601 1

2.4725716986157837 1

2.0414202135810706 1

0.761175461118671 1

1.7996517310562372 1

1.5687862689847452 1

1.6602729767612507 1

1.8747264559246357 1

away_player_3 object

Unique Values

21,270

Top 10 Values

MISSING-PLAYER 67

0.9498892343487138 1

0.7439593356685316 1

1.8245074642402543 1

0.1504698010912747 1

0.3460667413597867 1

1.2621053239034095 1

1.5604892864085118 1

1.5317574411606605 1

1.3477928316799526 1

away_player_4 object

Unique Values

21,269

Top 10 Values

MISSING-PLAYER 67

0.9208907368593879 2

0.3618848016892563 1

0.6495496755759139 1

1.1590516463350666 1

-0.021813916056601056 1

0.2974117633219931 1

1.2471420039664283 1

0.9003013796494285 1

1.3219874915798246 1

away_player_5 object

Unique Values

21,270

Top 10 Values

MISSING-PLAYER 67

0.11019421126297098 1

0.4326294403953393 1

0.9676717609422052 1

-0.030162371109715244 1

0.2219814738911835 1

0.4224429942886333 1

0.5375346415512634 1

1.2725655343303093 1

0.9287118341368465 1

away_player_6 object

Unique Values

21,267

Top 10 Values

MISSING-PLAYER 70

-0.2118747271991324 1

0.16441362216013058 1

0.38628002555523255 1

0.2660843199965991 1

0.7034819536153006 1

0.23713208620634282 1

-0.4623051015519848 1

-0.018219425193520978 1

-0.08045107171904559 1

away_player_7 object

Unique Values

21,256

Top 10 Values

MISSING-PLAYER 81

0.4199955407299001 1

0.2258298687521524 1

-0.49671060375410253 1

-0.24272719731508174 1

-0.10841340806528652 1

-1.1168154687149388 1

-0.11047332595256815 1

0.46146666784489243 1

-0.2895448610680341 1

away_player_8 object

Unique Values

21,194

Top 10 Values

MISSING-PLAYER 143

-0.28244419850248803 1

-1.3709745691797166 1

0.35112691839659915 1

-0.4132630857440823 1

-1.336573672400796 1

0.2270402525308581 1

-1.2391699283414483 1

0.02494401306376211 1

0.18684113538050667 1

away_player_9 object

Unique Values

20,901

Top 10 Values

MISSING-PLAYER 436

-0.7587082338770045 1

-0.9766220493293023 1

0.10455469818111217 1

-0.822609074148971 1

-1.4638804047418312 1

-0.8870817425833056 1

-1.4524535907275387 1

0.029227331146023477 1

-2.2069378205588546 1

away_player_10 object

Unique Values

19,534

Top 10 Values

MISSING-PLAYER 1,803

-0.7725187010444432 1

-2.926206666402027 1

-1.5139641864095692 1

-0.6597872381009485 1

-1.1438174481304073 1

-0.6280388716306834 1

-0.8177223325731128 1

-0.9298326554629215 1

-1.0165744622646682 1

away_player_11 object

Unique Values

15,819

Top 10 Values

MISSING-PLAYER 5,518

-1.4361046039044625 1

-0.928254341099128 1

-1.6847243129606917 1

-0.9866300416495208 1

-0.7291362336689292 1

-1.5380945255153726 1

-1.2711891864086402 1

-0.4516468052178372 1

-3.0108776096461374 1

away_player_12 object

Unique Values

9,218

Top 10 Values

MISSING-PLAYER 12,119

-1.9059100846171741 1

-2.6116897352006445 1

-2.6160031288327024 1

-2.6897106251253433 1

-2.137959371083116 1

-1.74230542976917 1

-2.4655508947302045 1

-1.7518430407182128 1

-2.5947904937124706 1

away_player_13 object

Unique Values

2,902

Top 10 Values

MISSING-PLAYER 18,435

-1.4388884051826991 1

-1.3901579135426612 1

-2.3208651496486303 1

-2.807581297563767 1

-0.9652942279941283 1

-2.265868994308864 1

-2.075071115150903 1

-1.6198973559534013 1

-1.620446804029134 1

away_player_14 object

Unique Values

288

Top 10 Values

MISSING-PLAYER 21,049

-1.5102598098270117 1

-1.209160559249336 1

-3.948362199106423 1

-2.49817654576408 1

-1.9756659801629033 1

-1.9565738961912444 1

-3.7914010434434586 1

-3.786186850367568 1

-3.205486745220281 1

away_player_15 object

Unique Values

Top 10 Values

MISSING-PLAYER 21,299

-1.6784329396720556 1

-2.8064602568451646 1

-1.8156131222690124 1

-2.080756360269396 1

-1.8006894253934325 1

-1.7635084532209548 1

-1.3752357495351837 1

-1.5021572910366472 1

-1.5589504174880637 1

away_player_16 object

Unique Values

Top 10 Values

MISSING-PLAYER 21,336

away_player_17 object

Unique Values

Top 10 Values

MISSING-PLAYER 21,336

away_player_18 object

Unique Values

Top 10 Values

MISSING-PLAYER 21,336

🔗 Correlation Matrix

Correlation ranges from -1 (red, negative correlation) to +1 (blue, positive correlation). Showing first 50 of 172 numeric columns.