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game_id
string
receiver_player_id
string
receiver_player_name
string
passer_player_id
string
defteam
int64
targets
float64
receptions
float64
receiving_yards
float64
air_yards
float64
yac
float64
tds
float64
epa
float64
wpa
float64
avg_depth
float64
catch_rate
float64
posteam
int64
team_pass_attempts
float64
team_air_yards
float64
team_epa
float64
air_yard_share
float64
target_share
float64
yards_per_target
float64
def_targets_dev
float64
def_receptions_dev
float64
def_yards_dev
float64
def_tds_dev
float64
def_epa_dev
float64
red_zone_targets
int64
end_zone_targets
int64
third_down_targets
int64
fourth_down_targets
int64
high_leverage_targets
int64
qb_completions
float64
qb_attempts
float64
qb_air_yards
float64
qb_cpoe
float64
qb_comp_pct
float64
avg_score_diff
float64
avg_quarter
float64
adot
float64
yac_per_reception
float64
td_rate
float64
explosive_plays
float64
first_downs
float64
trailing_pct
float64
leading_pct
float64
wp_var
float64
target_share_std
float64
surface
int64
is_dome
int64
is_rain
int64
is_snow
int64
is_clear
int64
temp_f
float64
humidity_pct
float64
wind_mph
float64
success_rate
float64
big_play_rate
float64
reception_std
float64
second_and_long_targets
float64
third_and_medium_targets
float64
avg_start_yardline
float64
avg_target_depth_vs_qb
float64
yards_Q1
float64
yards_Q2
float64
yards_Q3
float64
yards_Q4
float64
receptions_Q1
float64
receptions_Q2
float64
receptions_Q3
float64
receptions_Q4
float64
targets_Q1
float64
targets_Q2
float64
targets_Q3
float64
targets_Q4
float64
lost_yards_due_to_penalty
float64
yards_wp_<25
float64
yards_wp_25_45
float64
yards_wp_45_55
float64
yards_wp_55_75
float64
yards_wp_>75
float64
yards_wp_NA
int64
receptions_wp_<25
float64
receptions_wp_25_45
float64
receptions_wp_45_55
float64
receptions_wp_55_75
float64
receptions_wp_>75
float64
receptions_wp_NA
int64
targets_wp_<25
int64
targets_wp_25_45
int64
targets_wp_45_55
int64
targets_wp_55_75
int64
targets_wp_>75
int64
targets_wp_NA
int64
home_team
int64
away_team
int64
pregame_spread
float64
pregame_total
float64
2015_01_BAL_DEN
00-0020337
S.Smith
00-0026158
10
7
2
13
60
7
0
-10.770362
-0.462443
8.571429
0.285714
3
32
192
-13.765043
0.3125
0.21875
1.857143
1.044305
0.967226
0.904681
0.643768
-0.076333
2
0
4
0
0
18
32
6
-8.127491
0.5625
9.285714
2.857143
8.571429
3.5
0
0
1
0
0.714286
0.021405
0.100898
2
0
0
0
1
88
8
13
0.285714
0
4.949747
3
2
52.857143
2.571429
13
0
0
0
2
0
0
0
2
0
2
3
0
0
13
0
0
0
0
0
2
0
0
0
0
0
5
0
2
0
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0024313
O.Daniels
00-0010346
3
2
2
5
2
3
0
-0.24892
-0.00682
1
1
3
32
192
-13.765043
0.010417
0.0625
2.5
0.959631
0.973374
0.957703
1.146713
1.444134
0
0
0
0
2
24
40
7.2
-7.397209
0.6
4.5
1.5
1
1.5
0
0
1
0
1
0.000012
0.059729
2
0
0
0
1
88
8
13
0.5
0
9.192388
1
0
62
-6.2
5
0
0
0
2
0
0
0
2
0
0
0
0
0
0
0
0
5
0
0
0
0
0
2
0
0
0
0
0
2
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0026237
A.Caldwell
00-0010346
3
1
1
1
0
1
0
-0.664543
-0.022189
0
1
3
32
192
-13.765043
0
0.03125
1
0.959631
0.973374
0.957703
1.146713
1.444134
0
0
0
0
0
24
40
7.2
-7.397209
0.6
6
2
0
1
0
0
0
0
1
0
0.024392
2
0
0
0
1
88
8
13
1
0
0
1
0
77
-7.2
0
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0026373
J.Forsett
00-0026158
10
7
4
13
5
13
0
-1.504406
-0.141163
0.714286
0.571429
3
32
192
-13.765043
0.026042
0.21875
1.857143
1.044305
0.967226
0.904681
0.643768
-0.076333
1
0
0
0
2
18
32
6
-8.127491
0.5625
7.857143
2.857143
0.714286
3.25
0
0
0
0
0.714286
0.021686
0.073152
2
0
0
0
1
88
8
13
0.428571
0
4.5
1
0
62.285714
-5.285714
0
8
7
-2
0
2
1
1
1
2
1
3
0
6
0
0
7
0
0
3
0
0
1
0
0
4
2
0
1
0
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0026739
J.Norwood
00-0010346
3
5
2
25
50
7
0
-5.110127
-0.168977
10
0.4
3
32
192
-13.765043
0.260417
0.15625
5
0.959631
0.973374
0.957703
1.146713
1.444134
0
0
2
0
2
24
40
7.2
-7.397209
0.6
6.6
2.2
10
3.5
0
0
2
0
1
0.000411
0.049422
2
0
0
0
1
88
8
13
0.4
0
3.535534
1
1
50
2.8
0
25
0
0
0
2
0
0
0
4
1
0
0
0
0
0
25
0
0
0
0
0
2
0
0
0
0
0
2
3
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0027685
E.Sanders
00-0010346
3
12
8
65
119
17
0
4.653395
0.136169
9.916667
0.666667
3
32
192
-13.765043
0.619792
0.375
5.416667
0.959631
0.973374
0.957703
1.146713
1.444134
0
0
6
0
2
24
40
7.2
-7.397209
0.6
4.25
1.833333
9.916667
2.125
0
0
5
0
0.583333
0.023019
0.09727
2
0
0
0
1
88
8
13
0.666667
0
4.998214
1
2
58.916667
2.716667
25
27
13
0
3
3
2
0
5
5
2
0
0
0
13
0
43
9
0
0
2
0
4
2
0
0
2
0
6
4
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0027874
D.Thomas
00-0010346
3
11
7
60
91
28
0
1.42647
0.056151
8.272727
0.636364
3
32
192
-13.765043
0.473958
0.34375
5.454545
0.959631
0.973374
0.957703
1.146713
1.444134
0
0
4
0
4
24
40
7.2
-7.397209
0.6
7.909091
2.454545
8.272727
4
0
0
3
0
0.818182
0.022691
0.131933
2
0
0
0
1
88
8
13
0.636364
0
2.507133
3
1
63.545455
1.072727
12
11
7
30
2
1
1
3
4
1
3
3
0
0
0
7
17
36
0
0
0
1
2
4
0
0
1
1
4
5
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0028142
V.Green
00-0010346
3
1
0
0
10
0
0
-0.428526
-0.014309
10
0
3
32
192
-13.765043
0.052083
0.03125
0
0.959631
0.973374
0.957703
1.146713
1.444134
0
0
0
0
0
24
40
7.2
-7.397209
0.6
0
1
10
0
0
0
0
0
0
0
0.030906
2
0
0
0
1
88
8
13
0
0
0
0
0
45
2.8
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0028497
K.Aiken
00-0026158
10
3
1
-1
23
0
0
-2.275956
-0.049705
7.666667
0.333333
3
32
192
-13.765043
0.119792
0.09375
-0.333333
1.044305
0.967226
0.904681
0.643768
-0.076333
0
0
2
0
0
18
32
6
-8.127491
0.5625
2
1.666667
7.666667
0
0
0
0
0
0.666667
0.006534
0.129187
2
0
0
0
1
88
8
13
0
0
0
0
0
70.333333
1.666667
0
-1
0
0
0
1
0
0
1
2
0
0
0
-1
0
0
0
0
0
1
0
0
0
0
0
2
1
0
0
0
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0029854
C.Anderson
00-0010346
3
8
4
19
16
15
0
-5.799634
-0.128744
2
0.5
3
32
192
-13.765043
0.083333
0.25
2.375
0.959631
0.973374
0.957703
1.146713
1.444134
0
0
4
0
2
24
40
7.2
-7.397209
0.6
8.5
2.625
2
3.75
0
0
0
0
0.875
0.051384
0.04917
2
0
0
0
1
88
8
13
0.5
0
2.753785
1
1
59.875
-5.2
0
0
11
8
0
0
2
2
2
1
3
2
0
0
11
0
0
8
0
0
2
0
0
2
0
0
2
1
1
4
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0029892
K.Juszczyk
00-0026158
10
4
4
17
-1
18
0
0.134457
0.032791
-0.25
1
3
32
192
-13.765043
-0.005208
0.125
4.25
1.044305
0.967226
0.904681
0.643768
-0.076333
1
0
0
0
0
18
32
6
-8.127491
0.5625
5.75
2.5
-0.25
4.5
0
0
0
0
0.5
0.013202
0.058948
2
0
0
0
1
88
8
13
1
0
3.40343
0
0
52.75
-6.25
3
4
9
1
1
1
1
1
1
1
1
1
0
4
4
9
0
0
0
1
2
1
0
0
0
1
2
1
0
0
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0030400
M.Brown
00-0026158
10
2
2
25
21
4
0
1.372965
0.034967
10.5
1
3
32
192
-13.765043
0.109375
0.0625
12.5
1.044305
0.967226
0.904681
0.643768
-0.076333
0
0
1
0
1
18
32
6
-8.127491
0.5625
11.5
3.5
10.5
2
0
1
1
0
1
0.102982
0.05116
2
0
0
0
1
88
8
13
1
0.5
13.435029
1
0
57.5
4.5
0
0
22
3
0
0
1
1
0
0
1
1
0
3
0
22
0
0
0
1
0
1
0
0
0
1
0
1
0
0
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0030992
C.Gillmore
00-0026158
10
4
2
23
54
7
0
-0.391074
-0.135634
13.5
0.5
3
32
192
-13.765043
0.28125
0.125
5.75
1.044305
0.967226
0.904681
0.643768
-0.076333
1
0
1
1
3
18
32
6
-8.127491
0.5625
13
4
13.5
3.5
0
0
1
0
1
0.006079
0.068737
2
0
0
0
1
88
8
13
0.5
0
3.535534
1
0
55.25
7.5
0
0
0
23
0
0
0
2
0
0
0
4
0
23
0
0
0
0
0
2
0
0
0
0
0
3
1
0
0
0
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0031025
M.Campanaro
00-0026158
10
2
1
8
20
3
0
-0.379267
-0.026151
10
0.5
3
32
192
-13.765043
0.104167
0.0625
4
1.044305
0.967226
0.904681
0.643768
-0.076333
0
0
0
0
1
18
32
6
-8.127491
0.5625
13
4
10
3
0
0
0
0
1
0.010523
0.012081
2
0
0
0
1
88
8
13
0.5
0
0
2
0
56
4
0
0
0
8
0
0
0
1
0
0
0
2
0
8
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0031558
M.Williams
00-0026158
10
2
1
15
6
16
0
0.328423
-0.014622
3
0.5
3
32
192
-13.765043
0.03125
0.0625
7.5
1.044305
0.967226
0.904681
0.643768
-0.076333
0
0
1
0
0
18
32
6
-8.127491
0.5625
11.5
3.5
3
16
0
0
1
0
1
0.042241
0.087542
2
0
0
0
1
88
8
13
0.5
0
0
1
1
52.5
-3
0
0
15
0
0
0
1
0
0
0
2
0
0
0
15
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
0
10
3
4.5
46.5
2015_01_BAL_DEN
00-0031577
J.Allen
00-0026158
10
1
1
4
4
0
0
-0.279822
-0.005242
4
1
3
32
192
-13.765043
0.020833
0.03125
4
1.044305
0.967226
0.904681
0.643768
-0.076333
0
0
0
0
0
18
32
6
-8.127491
0.5625
10
3
4
0
0
0
0
0
1
0
0.147139
2
0
0
0
1
88
8
13
1
0
0
1
0
29
-2
0
0
4
0
0
0
1
0
0
0
1
0
0
0
0
0
4
0
0
0
0
0
1
0
0
0
0
0
1
0
0
10
3
4.5
46.5
2015_01_CAR_JAX
00-0022811
J.Cotchery
00-0027939
15
6
4
45
71
14
1
5.700099
0.106016
11.833333
0.666667
5
31
255
3.02195
0.278431
0.193548
7.5
1.054889
1.084617
1.093139
1.108489
1.676513
2
0
2
0
3
18
31
8.225806
-6.241385
0.580645
9.5
2.5
11.833333
3.5
0.166667
1
3
0
0.833333
0.023481
0.06031
2
0
1
0
0
77
55
7
0.666667
0.166667
8.845903
1
0
48
3.607527
0
7
28
10
0
1
2
1
1
2
2
1
0
0
0
0
0
45
0
0
0
0
0
4
0
0
0
0
2
4
0
15
5
-3
41
2015_01_CAR_JAX
00-0025396
T.Ginn
00-0027939
15
7
2
54
92
27
0
1.148665
0.036334
13.142857
0.285714
5
31
255
3.02195
0.360784
0.225806
7.714286
1.054889
1.084617
1.093139
1.108489
1.676513
1
0
2
0
1
18
31
8.225806
-6.241385
0.580645
6.142857
2
13.142857
13.5
0
1
2
0
0.714286
0.016313
0.097588
2
0
1
0
0
77
55
7
0.285714
0.142857
14.142136
3
0
59
4.917051
0
17
37
0
0
1
1
0
3
1
3
0
0
0
0
0
54
0
0
0
0
0
2
0
0
0
0
0
6
1
0
15
5
-3
41
2015_01_CAR_JAX
00-0025418
G.Olsen
00-0027939
15
3
1
11
34
0
0
-4.071056
-0.084157
11.333333
0.333333
5
31
255
3.02195
0.133333
0.096774
3.666667
1.054889
1.084617
1.093139
1.108489
1.676513
1
0
1
0
1
18
31
8.225806
-6.241385
0.580645
6.666667
2.333333
11.333333
0
0
0
1
0
0.666667
0.056449
0.09266
2
0
1
0
0
77
55
7
0.333333
0
0
1
0
55
3.107527
11
0
0
0
1
0
0
0
1
1
0
1
0
0
0
0
11
0
0
0
0
0
1
0
0
0
0
0
2
1
0
15
5
-3
41
2015_01_CAR_JAX
00-0026069
M.Tolbert
00-0027939
15
2
1
6
8
2
0
-1.798727
-0.019785
4
0.5
5
31
255
3.02195
0.031373
0.064516
3
1.054889
1.084617
1.093139
1.108489
1.676513
1
0
1
0
1
18
31
8.225806
-6.241385
0.580645
10
3
4
2
0
0
0
0
1
0.045252
0.024842
2
0
1
0
0
77
55
7
0.5
0
0
1
1
33.5
-4.225806
0
6
0
0
0
1
0
0
0
1
1
0
0
0
0
0
6
0
0
0
0
0
1
0
0
0
0
0
1
1
0
15
5
-3
41
2015_01_CAR_JAX
00-0026153
J.Stewart
00-0027939
15
4
4
25
6
19
0
1.786302
0.077674
1.5
1
5
31
255
3.02195
0.023529
0.129032
6.25
1.054889
1.084617
1.093139
1.108489
1.676513
0
0
1
0
2
18
31
8.225806
-6.241385
0.580645
10
3
1.5
4.75
0
0
1
0
1
0.072583
0.033575
2
0
1
0
0
77
55
7
1
0
2.061553
1
0
59
-6.725806
0
10
0
15
0
2
0
2
0
2
0
2
0
0
0
0
10
15
0
0
0
0
2
2
0
0
0
0
2
2
0
15
5
-3
41
2015_01_CAR_JAX
00-0027595
B.Walters
00-0031407
5
2
2
17
16
1
0
0.06378
0.005258
8
1
5
31
255
3.02195
0.062745
0.064516
8.5
1.118579
1.070272
0.977868
0.804711
-0.164393
0
0
0
2
2
22
39
7.307692
-7.843474
0.564103
9
4
8
0.5
0
0
1
0
1
0.000004
0.075954
2
0
1
0
0
77
55
7
1
0
6.363961
0
0
64
0.692308
0
0
0
17
0
0
0
2
0
0
0
2
0
17
0
0
0
0
0
2
0
0
0
0
0
2
0
0
0
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0027675
E.Dickson
00-0027939
15
2
1
9
21
1
0
1.209895
0.002454
10.5
0.5
5
31
255
3.02195
0.082353
0.064516
4.5
1.054889
1.084617
1.093139
1.108489
1.676513
0
0
2
0
0
18
31
8.225806
-6.241385
0.580645
0
1
10.5
1
0
0
1
0
0
0.003241
0.032968
2
0
1
0
0
77
55
7
0.5
0
0
0
1
45
2.274194
9
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
9
0
0
0
0
0
1
0
0
0
0
0
2
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0027725
C.Harbor
00-0031407
5
1
0
0
0
0
0
-4.959626
-0.024678
0
0
5
31
255
3.02195
0
0.032258
0
1.118579
1.070272
0.977868
0.804711
-0.164393
0
0
0
0
1
22
39
7.307692
-7.843474
0.564103
9
4
0
0
0
0
0
0
1
0
0.041156
2
0
1
0
0
77
55
7
0
0
0
0
0
80
-7.307692
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0029264
B.Pierce
00-0031407
5
2
1
4
8
0
0
-0.234791
-0.011117
4
0.5
5
31
255
3.02195
0.031373
0.064516
2
1.118579
1.070272
0.977868
0.804711
-0.164393
0
0
0
0
1
22
39
7.307692
-7.843474
0.564103
4.5
2.5
4
0
0
0
0
0
0.5
0.172171
0.01661
2
0
1
0
0
77
55
7
0.5
0
0
1
0
49
-3.307692
4
0
0
0
1
0
0
0
1
0
0
1
0
0
4
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0029731
F.Whittaker
00-0027939
15
2
2
3
-5
8
0
-1.549037
-0.02999
-2.5
1
5
31
255
3.02195
-0.019608
0.064516
1.5
1.054889
1.084617
1.093139
1.108489
1.676513
0
0
1
0
1
18
31
8.225806
-6.241385
0.580645
10
2.5
-2.5
4
0
0
0
0
1
0.036481
0.01867
2
0
1
0
0
77
55
7
0.5
0
4.949747
0
0
42.5
-10.725806
0
5
-2
0
0
1
1
0
0
1
1
0
0
0
0
0
5
-2
0
0
0
0
1
1
0
0
0
0
1
1
0
15
5
-3
41
2015_01_CAR_JAX
00-0030547
D.Robinson
00-0031407
5
2
2
26
-12
38
0
2.595859
0.061303
-6
1
5
31
255
3.02195
-0.047059
0.064516
13
1.118579
1.070272
0.977868
0.804711
-0.164393
0
0
0
0
2
22
39
7.307692
-7.843474
0.564103
9
3.5
-6
19
0
0
2
0
1
0.002507
0.083372
2
0
1
0
0
77
55
7
1
0
2.828427
1
0
80
-13.307692
0
0
15
11
0
0
1
1
0
0
1
1
0
26
0
0
0
0
0
2
0
0
0
0
0
2
0
0
0
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0030806
N.Jacobs
00-0031407
5
1
0
0
21
0
0
-0.594717
-0.020743
21
0
5
31
255
3.02195
0.082353
0.032258
0
1.118579
1.070272
0.977868
0.804711
-0.164393
0
0
0
0
0
22
39
7.307692
-7.843474
0.564103
3
2
21
0
0
0
0
0
1
0
0.004316
2
0
1
0
0
77
55
7
0
0
0
1
0
26
13.692308
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0030821
A.Hurns
00-0031407
5
7
5
60
79
20
0
1.675387
0.056751
11.285714
0.714286
5
31
255
3.02195
0.309804
0.225806
8.571429
1.118579
1.070272
0.977868
0.804711
-0.164393
1
0
3
0
2
22
39
7.307692
-7.843474
0.564103
5.571429
2.571429
11.285714
4
0
1
4
0
1
0.061505
0.069272
2
0
1
0
0
77
55
7
0.714286
0.142857
8.062258
1
3
49.714286
3.978022
0
49
11
0
0
4
1
0
0
4
2
1
0
0
42
18
0
0
0
0
3
2
0
0
0
2
3
2
0
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0031118
C.Brown
00-0027939
15
3
2
13
14
5
0
0.590556
0.008351
4.666667
0.666667
5
31
255
3.02195
0.054902
0.096774
4.333333
1.054889
1.084617
1.093139
1.108489
1.676513
0
0
0
0
1
18
31
8.225806
-6.241385
0.580645
6.666667
2.333333
4.666667
2.5
0
0
1
0
0.666667
0.048909
0.061991
2
0
1
0
0
77
55
7
0.666667
0
0.707107
0
0
57.666667
-3.55914
7
6
0
0
1
1
0
0
1
1
0
1
0
0
0
0
13
0
0
0
0
0
2
0
0
0
0
0
2
1
0
15
5
-3
41
2015_01_CAR_JAX
00-0031428
A.Robinson
00-0031407
5
6
1
27
69
5
0
-2.461362
-0.048216
11.5
0.166667
5
31
255
3.02195
0.270588
0.193548
4.5
1.118579
1.070272
0.977868
0.804711
-0.164393
2
0
1
0
1
22
39
7.307692
-7.843474
0.564103
3
2
11.5
5
0
1
1
0
0.666667
0.02818
0.104499
2
0
1
0
0
77
55
7
0.166667
0.166667
0
0
0
49.833333
4.192308
0
27
0
0
0
1
0
0
2
3
0
1
0
0
27
0
0
0
0
0
1
0
0
0
0
1
5
0
0
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0031731
C.Grant
00-0031407
5
1
1
5
-1
6
0
0.068135
0.009862
-1
1
5
31
255
3.02195
-0.003922
0.032258
5
1.118579
1.070272
0.977868
0.804711
-0.164393
0
0
0
0
0
22
39
7.307692
-7.843474
0.564103
3
2
-1
6
0
0
0
0
1
0
0.015859
2
0
1
0
0
77
55
7
1
0
0
0
0
40
-8.307692
0
5
0
0
0
1
0
0
0
1
0
0
0
0
0
5
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0032055
D.Funchess
00-0027939
15
2
1
9
14
3
0
0.005253
-0.011476
7
0.5
5
31
255
3.02195
0.054902
0.064516
4.5
1.054889
1.084617
1.093139
1.108489
1.676513
0
0
0
0
0
18
31
8.225806
-6.241385
0.580645
3
1.5
7
3
0
0
1
0
1
0.017056
0.069185
2
0
1
0
0
77
55
7
0.5
0
0
1
0
56
-1.225806
0
9
0
0
0
1
0
0
1
1
0
0
0
0
0
0
9
0
0
0
0
0
1
0
0
0
0
0
2
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0032170
R.Greene
00-0031407
5
13
7
28
97
14
1
-1.358879
-0.029564
7.461538
0.538462
5
31
255
3.02195
0.380392
0.419355
2.153846
1.118579
1.070272
0.977868
0.804711
-0.164393
2
0
3
0
4
22
39
7.307692
-7.843474
0.564103
3.923077
2.307692
7.461538
2
0.076923
0
3
0
0.692308
0.052705
0.101367
2
0
1
0
0
77
55
7
0.461538
0
2.516611
1
1
49.769231
0.153846
5
19
0
4
1
4
0
2
4
5
0
4
0
16
7
5
0
0
0
4
2
1
0
0
0
6
4
3
0
0
0
15
5
-3
41
2015_01_CAR_JAX
00-0032209
T.Yeldon
00-0031407
5
4
3
16
8
12
0
-8.240922
-0.272684
2
0.75
5
31
255
3.02195
0.031373
0.129032
4
1.118579
1.070272
0.977868
0.804711
-0.164393
0
0
0
0
0
22
39
7.307692
-7.843474
0.564103
3.75
2
2
4
0
0
1
0
0.75
0.011803
0.056713
2
0
1
0
0
77
55
7
0.75
0
2.081666
0
0
44.5
-5.307692
6
10
0
0
1
2
0
0
1
2
1
0
0
0
10
6
0
0
0
0
2
1
0
0
0
0
3
1
0
0
0
15
5
-3
41
2015_01_CIN_OAK
00-0026393
M.Reece
00-0030419
7
3
3
26
16
10
2
4.72299
-0.000258
5.333333
1
7
34
281
13.90539
0.05694
0.088235
8.666667
1.117356
1.138602
1.023383
0.683531
0.461567
2
0
0
0
3
23
32
5.419355
2.977574
0.71875
1.75
3
5.333333
3.333333
0.666667
0
2
0
0.25
0.024681
0.048112
2
0
0
0
1
73
59
9
0.75
0
2.516611
0
0
41.5
0.039651
0
0
6
20
0
0
1
2
1
0
1
2
0
26
0
0
0
0
0
3
0
0
0
0
0
4
0
0
0
0
0
17
7
-3
43
2015_01_CIN_OAK
00-0026986
M.Crabtree
00-0030419
7
6
4
27
44
11
0
4.082288
-0.004108
7.333333
0.666667
7
34
281
13.90539
0.156584
0.176471
4.5
1.117356
1.138602
1.023383
0.683531
0.461567
1
0
2
1
6
23
32
5.419355
2.977574
0.71875
1.75
3
7.333333
2.75
0
0
5
0
0.25
0.020118
0.094614
2
0
0
0
1
73
59
9
0.75
0
3.286335
0
1
53
3.164651
10
0
19
8
1
0
2
2
1
1
3
3
0
37
0
0
0
0
0
5
0
0
0
0
0
8
0
0
0
0
0
17
7
-3
43
2015_01_CIN_OAK
00-0027942
A.Green
00-0027973
17
8
5
63
134
22
0
2.39917
-0.007825
16.75
0.625
7
34
281
13.90539
0.476868
0.235294
7.875
1.12545
1.123552
1.050408
0.955594
0.858956
2
0
2
0
7
25
34
8.264706
11.322684
0.735294
13.75
2.125
16.75
4.4
0
1
3
0
1
0.013865
0.102641
2
0
0
0
1
73
59
9
0.5
0.125
11.653326
0
1
51.125
8.485294
7
30
26
0
1
2
2
0
2
3
3
0
0
0
0
0
0
63
0
0
0
0
0
5
0
0
0
0
0
8
0
17
7
-3
43
2015_01_CIN_OAK
00-0028063
T.Jones
00-0030419
7
1
1
13
-4
17
0
1.70445
-0.000036
-4
1
7
34
281
13.90539
-0.014235
0.029412
13
1.117356
1.138602
1.023383
0.683531
0.461567
0
0
1
0
1
23
32
5.419355
2.977574
0.71875
7
4
-4
17
0
0
1
0
1
0
0.076618
2
0
0
0
1
73
59
9
1
0
0
0
1
36
-9.419355
0
0
0
13
0
0
0
1
0
0
0
1
0
13
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
17
7
-3
43
2015_01_CIN_OAK
00-0029129
R.Streater
00-0030419
7
2
1
8
7
1
0
-0.176055
0.000308
7
0.5
7
34
281
13.90539
0.024911
0.058824
4
1.117356
1.138602
1.023383
0.683531
0.461567
2
0
0
0
2
23
32
5.419355
2.977574
0.71875
6.5
4
3.5
1
0
0
1
0
0.5
0
0.009453
2
0
0
0
1
73
59
9
0.5
0
0
0
0
10.5
1.580645
0
0
0
8
0
0
0
1
0
0
0
2
0
8
0
0
0
0
0
1
0
0
0
0
0
2
0
0
0
0
0
17
7
-3
43
2015_01_CIN_OAK
00-0029293
M.Jones
00-0027973
17
3
2
19
14
18
0
0.954169
0.019959
4.666667
0.666667
7
34
281
13.90539
0.049822
0.088235
6.333333
1.12545
1.123552
1.050408
0.955594
0.858956
1
0
0
0
2
25
34
8.264706
11.322684
0.735294
13.666667
2
4.666667
9
0
0
1
0
0.666667
0.05022
0.086717
2
0
0
0
1
73
59
9
0.666667
0
3.535534
1
0
43
-3.598039
12
0
7
0
1
0
1
0
1
1
1
0
0
0
0
0
12
7
0
0
0
0
1
1
0
0
0
0
1
2
0
17
7
-3
43
2015_01_CIN_OAK
00-0029492
J.Olawale
00-0030419
7
3
3
19
6
13
0
0.539577
0.000008
2
1
7
34
281
13.90539
0.021352
0.088235
6.333333
1.117356
1.138602
1.023383
0.683531
0.461567
0
0
0
0
3
23
32
5.419355
2.977574
0.71875
4.666667
3.666667
2
4.333333
0
0
1
0
0.666667
0
0.034887
2
0
0
0
1
73
59
9
1
0
4.041452
0
0
51
-3.419355
0
0
11
8
0
0
1
2
0
0
1
2
0
19
0
0
0
0
0
3
0
0
0
0
0
3
0
0
0
0
0
17
7
-3
43
2015_01_CIN_OAK
00-0029632
M.Sanu
00-0027973
17
3
2
34
-3
37
0
1.785533
0.026967
-1
0.666667
7
34
281
13.90539
-0.010676
0.088235
11.333333
1.12545
1.123552
1.050408
0.955594
0.858956
1
0
0
0
1
25
34
8.264706
11.322684
0.735294
7
1.666667
-1
18.5
0
1
1
0
1
0.002212
0.049644
2
0
0
0
1
73
59
9
0.666667
0.333333
15.556349
1
0
50
-9.264706
0
34
0
0
0
2
0
0
1
2
0
0
0
0
0
0
0
34
0
0
0
0
0
2
0
0
0
0
0
3
0
17
7
-3
43
2015_01_CIN_OAK
00-0030288
R.Burkhead
00-0027973
17
1
1
24
21
3
0
2.775433
0.00101
21
1
7
34
281
13.90539
0.074733
0.029412
24
1.12545
1.123552
1.050408
0.955594
0.858956
0
0
1
0
1
25
34
8.264706
11.322684
0.735294
24
3
21
3
0
1
1
0
1
0
0.017036
2
0
0
0
1
73
59
9
1
1
0
0
0
61
12.735294
0
0
24
0
0
0
1
0
0
0
1
0
0
0
0
0
0
24
0
0
0
0
0
1
0
0
0
0
0
1
0
17
7
-3
43
2015_01_CIN_OAK
00-0030456
G.Bernard
00-0027973
17
6
6
25
-1
26
0
-1.433267
-0.002363
-0.166667
1
7
34
281
13.90539
-0.003559
0.176471
4.166667
1.12545
1.123552
1.050408
0.955594
0.858956
1
0
2
0
5
25
34
8.264706
11.322684
0.735294
18
2.5
-0.166667
4.333333
0
0
1
0
1
0.012483
0.083705
2
0
0
0
1
73
59
9
0.833333
0
6.210207
1
0
53
-8.431373
0
23
-5
7
0
4
1
1
0
4
1
1
0
0
0
0
0
25
0
0
0
0
0
6
0
0
0
0
0
6
0
17
7
-3
43
2015_01_CIN_OAK
00-0030513
L.Murray
00-0030419
7
3
3
15
7
8
0
0.106095
0.00013
2.333333
1
7
34
281
13.90539
0.024911
0.088235
5
1.117356
1.138602
1.023383
0.683531
0.461567
0
0
2
0
4
23
32
5.419355
2.977574
0.71875
0
2.571429
2.333333
2.666667
0
0
1
0
0
0.040314
0.065867
2
0
0
0
1
73
59
9
1
0
3.132016
0
0
57.714286
-3.655914
15
6
0
15
3
1
0
3
3
1
0
3
0
33
3
0
0
0
0
6
1
0
0
0
0
6
1
0
0
0
0
17
7
-3
43
2015_01_CIN_OAK
00-0030514
M.Rivera
00-0030419
7
2
1
4
33
1
0
-3.904861
-0.032501
16.5
0.5
7
34
281
13.90539
0.117438
0.058824
2
1.117356
1.138602
1.023383
0.683531
0.461567
0
0
1
0
2
23
32
5.419355
2.977574
0.71875
0
3.5
16.5
1
0
0
0
0
0
0.00068
0.059553
2
0
0
0
1
73
59
9
0.5
0
0
1
0
48.5
11.080645
0
0
0
4
0
0
0
1
0
0
1
1
0
4
0
0
0
0
0
1
0
0
0
0
0
2
0
0
0
0
0
17
7
-3
43
2015_01_CIN_OAK
00-0030549
T.Eifert
00-0027973
17
12
9
104
99
42
2
8.173475
0.117085
8.25
0.75
7
34
281
13.90539
0.352313
0.352941
8.666667
1.12545
1.123552
1.050408
0.955594
0.858956
2
0
2
0
7
25
34
8.264706
11.322684
0.735294
12.166667
2
8.25
4.666667
0.166667
1
6
0
0.75
0.031173
0.106357
2
0
0
0
1
73
59
9
0.75
0.083333
8.589399
4
0
48.916667
-0.014706
24
72
8
0
4
4
1
0
4
5
2
1
0
0
0
0
17
87
0
0
0
0
3
6
0
0
0
0
3
9
0
17
7
-3
43
2015_01_CIN_OAK
00-0030780
R.Hewitt
00-0027973
17
1
0
0
17
0
0
-0.749124
-0.000141
17
0
7
34
281
13.90539
0.060498
0.029412
0
1.12545
1.123552
1.050408
0.955594
0.858956
1
0
1
0
1
25
34
8.264706
11.322684
0.735294
30
3
17
0
0
0
0
0
1
0
0.019251
2
0
0
0
1
73
59
9
0
0
0
0
0
17
8.735294
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
17
7
-3
43
2015_01_CIN_OAK
00-0031166
S.Roberts
00-0030419
7
6
3
12
29
1
0
-5.224692
-0.012759
4.833333
0.5
7
34
281
13.90539
0.103203
0.176471
2
1.117356
1.138602
1.023383
0.683531
0.461567
0
0
3
0
6
23
32
5.419355
2.977574
0.71875
0
3.333333
4.833333
0.333333
0
0
0
0
0
0.001831
0.05909
2
0
0
0
1
73
59
9
0.333333
0
3.605551
0
0
60.166667
-0.586022
0
0
7
5
0
0
2
1
0
1
2
3
0
12
0
0
0
0
0
3
0
0
0
0
0
6
0
0
0
0
0
17
7
-3
43
2015_01_CIN_OAK
00-0031544
A.Cooper
00-0030419
7
4
3
17
25
0
0
2.148233
-0.001407
6.25
0.75
7
34
281
13.90539
0.088968
0.117647
4.25
1.117356
1.138602
1.023383
0.683531
0.461567
0
0
1
1
4
23
32
5.419355
2.977574
0.71875
0
2.222222
6.25
0
0
1
4
0
0
0.038785
0.08733
2
0
0
0
1
73
59
9
0.444444
0.111111
9.939819
3
1
64.888889
0.600657
30
0
5
12
2
0
1
2
5
0
1
3
0
47
0
0
0
0
0
5
0
0
0
0
0
8
1
0
0
0
0
17
7
-3
43
2015_01_CIN_OAK
00-0032256
C.Walford
00-0030419
7
2
1
1
5
2
0
-1.080775
-0.00002
2.5
0.5
7
34
281
13.90539
0.017794
0.058824
0.5
1.117356
1.138602
1.023383
0.683531
0.461567
0
0
0
0
2
23
32
5.419355
2.977574
0.71875
3.5
4
2.5
2
0
0
0
0
0.5
0
0.062064
2
0
0
0
1
73
59
9
0.5
0
0
0
0
42.5
-2.919355
0
0
1
0
0
0
1
0
0
0
1
1
0
1
0
0
0
0
0
1
0
0
0
0
0
2
0
0
0
0
0
17
7
-3
43
2015_01_CLE_NYJ
00-0024334
B.Marshall
00-0023682
8
9
6
62
102
12
1
6.581525
0.145371
11.333333
0.666667
8
32
242
6.790003
0.421488
0.28125
6.888889
0.896126
0.895504
1.00647
1.299608
1.461967
2
0
4
0
3
15
24
10.583333
3.724375
0.625
7.777778
2.222222
11.333333
2
0.111111
0
5
0
0.666667
0.045579
0.117419
4
0
0
0
1
77
49
8
0.777778
0
6.501282
0
1
44.888889
0.75
0
26
36
0
0
3
3
0
1
5
3
0
0
0
0
26
0
36
0
0
0
3
0
3
0
0
2
3
1
3
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0026281
G.Barnidge
00-0021206
25
2
2
24
11
13
0
1.88678
0.089267
5.5
1
8
32
242
6.790003
0.045455
0.0625
12
1.051361
0.953906
0.975568
0.955594
0.701319
0
0
2
1
3
5
8
8
3.460827
0.625
6
2.6
5.5
6.5
0
1
2
0
0.6
0.069975
0.100799
4
0
0
0
1
77
49
8
0.6
0.2
10.066446
0
0
62.6
0.55
24
0
0
14
2
0
0
1
2
0
2
1
0
14
0
24
0
0
0
1
0
2
0
0
0
3
0
2
0
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0026298
K.Davis
00-0023682
8
1
0
0
2
0
0
-0.443218
-0.018277
2
0
8
32
242
6.790003
0.008264
0.03125
0
0.896126
0.895504
1.00647
1.299608
1.461967
0
0
0
0
0
15
24
10.583333
3.724375
0.625
7
2
2
0
0
0
0
0
1
0
0.018139
4
0
0
0
1
77
49
8
0
0
0
0
0
77
-8.583333
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0027077
B.Hartline
00-0031409
25
5
2
20
49
1
0
-2.139561
0.027188
9.8
0.4
8
32
242
6.790003
0.202479
0.15625
4
1.051361
0.953906
0.975568
0.955594
0.701319
0
0
3
0
2
13
24
7.416667
-10.817505
0.541667
9.4
3.2
9.8
0.5
0
0
2
0
1
0.054848
0.113293
4
0
0
0
1
77
49
8
0.4
0
1.414214
0
0
58.8
2.383333
0
11
9
0
0
1
1
0
0
1
2
2
0
0
9
11
0
0
0
0
1
1
0
0
0
2
2
1
0
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0027531
C.Ivory
00-0023682
8
1
1
9
-2
11
0
-0.100187
-0.00118
-2
1
8
32
242
6.790003
-0.008264
0.03125
9
0.896126
0.895504
1.00647
1.299608
1.461967
1
0
0
0
0
15
24
10.583333
3.724375
0.625
0
2
-2
11
0
0
0
0
0
0
0.034827
4
0
0
0
1
77
49
8
1
0
0
0
0
9
-12.583333
0
9
0
0
0
1
0
0
0
1
0
0
0
0
0
9
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0027690
E.Decker
00-0023682
8
3
2
37
76
6
1
4.145116
0.127573
25.333333
0.666667
8
32
242
6.790003
0.31405
0.09375
12.333333
0.896126
0.895504
1.00647
1.299608
1.461967
1
0
1
0
0
15
24
10.583333
3.724375
0.625
2.333333
1.666667
25.333333
3
0.333333
1
2
0
0.333333
0.019567
0.079996
4
0
0
0
1
77
49
8
0.666667
0.333333
4.949747
1
0
56
14.75
22
15
0
0
1
1
0
0
1
2
0
0
0
0
0
0
37
0
0
0
0
0
2
0
0
0
1
0
2
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0027825
J.Dray
00-0021206
25
1
0
0
31
0
0
-0.516327
-0.017486
31
0
8
32
242
6.790003
0.128099
0.03125
0
1.051361
0.953906
0.975568
0.955594
0.701319
0
0
0
0
0
5
8
8
3.460827
0.625
3.333333
2
31
8
0
0
1
0
0.333333
0.008287
0.034328
4
0
0
0
1
77
49
8
0.333333
0
0
2
0
74.666667
4.722222
0
13
0
0
0
1
0
0
1
1
1
0
0
0
13
0
0
0
0
0
1
0
0
0
0
0
3
0
0
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0027918
A.Hawkins
00-0031409
25
6
3
24
33
4
0
-0.227135
-0.024615
5.5
0.5
8
32
242
6.790003
0.136364
0.1875
4
1.051361
0.953906
0.975568
0.955594
0.701319
1
0
2
0
3
13
24
7.416667
-10.817505
0.541667
9
3.166667
5.5
1.333333
0
0
1
0
1
0.080387
0.06944
4
0
0
0
1
77
49
8
0.5
0
2.645751
0
1
55.666667
-1.916667
0
0
6
18
0
0
1
2
0
2
1
3
0
18
6
0
0
0
0
2
1
0
0
0
0
3
1
0
2
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0028007
R.Housler
00-0021206
25
1
0
0
14
0
0
-0.534723
-0.012276
14
0
8
32
242
6.790003
0.057851
0.03125
0
1.051361
0.953906
0.975568
0.955594
0.701319
1
0
0
0
0
5
8
8
3.460827
0.625
0
1
14
0
0
0
0
0
0
0
0.020035
4
0
0
0
1
77
49
8
0
0
0
0
0
14
6
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0028064
B.Powell
00-0023682
8
4
2
16
10
17
0
-2.100431
0.026577
2.5
0.5
8
32
242
6.790003
0.041322
0.125
4
0.896126
0.895504
1.00647
1.299608
1.461967
1
0
2
0
2
15
24
10.583333
3.724375
0.625
16.5
2.75
2.5
8.5
0
0
1
0
1
0.076056
0.088665
4
0
0
0
1
77
49
8
0.5
0
4.242641
0
1
37
-8.083333
0
16
0
0
0
2
0
0
0
2
1
1
0
0
0
16
0
0
0
0
0
2
0
0
0
0
0
2
0
2
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0028202
S.Draughn
00-0021206
25
1
0
0
-6
0
0
-0.735351
-0.024132
-6
0
8
32
242
6.790003
-0.024793
0.03125
0
1.051361
0.953906
0.975568
0.955594
0.701319
1
0
0
0
0
5
8
8
3.460827
0.625
0
1
-6
0
0
0
0
0
0
0
0.108728
4
0
0
0
1
77
49
8
0
0
0
1
0
14
-14
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0028905
C.Owusu
00-0023682
8
6
4
55
66
19
0
2.243215
0.055939
11
0.666667
8
32
242
6.790003
0.272727
0.1875
9.166667
0.896126
0.895504
1.00647
1.299608
1.461967
0
0
1
0
2
15
24
10.583333
3.724375
0.625
11
2.333333
11
4.75
0
1
1
0
0.666667
0.075599
0.071107
4
0
0
0
1
77
49
8
0.5
0.166667
19.85573
1
0
56.166667
0.416667
5
51
-1
0
1
2
1
0
1
3
1
1
0
0
43
8
5
-1
0
0
1
1
1
1
0
0
1
2
1
2
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0029269
T.Benjamin
00-0031409
25
3
3
89
45
44
1
8.800867
0.235087
15
1
8
32
242
6.790003
0.18595
0.09375
29.666667
1.051361
0.953906
0.975568
0.955594
0.701319
0
0
1
0
1
13
24
7.416667
-10.817505
0.541667
5.666667
2.666667
15
14.666667
0.333333
2
3
0
0.666667
0.101944
0.093849
4
0
0
0
1
77
49
8
1
0.666667
21.221059
0
0
52.666667
7.583333
0
69
0
20
0
2
0
1
0
2
0
1
0
20
54
0
15
0
0
1
1
0
1
0
0
1
1
0
1
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0030656
I.Crowell
00-0031409
25
2
2
13
1
12
0
0.579968
0.008797
0.5
1
8
32
242
6.790003
0.004132
0.0625
6.5
1.051361
0.953906
0.975568
0.955594
0.701319
0
0
0
0
2
13
24
7.416667
-10.817505
0.541667
10
3.5
0.5
6
0
0
0
0
1
0.007321
0.03365
4
0
0
0
1
77
49
8
1
0
2.12132
0
0
70
-6.916667
0
0
8
5
0
0
1
1
0
0
1
1
0
13
0
0
0
0
0
2
0
0
0
0
0
2
0
0
0
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0031228
T.Gabriel
00-0021206
25
1
1
11
11
0
0
0.989774
0.053573
11
1
8
32
242
6.790003
0.045455
0.03125
11
1.051361
0.953906
0.975568
0.955594
0.701319
0
0
2
1
3
5
8
8
3.460827
0.625
7.5
3.25
11
0
0
0
1
0
0.75
0.05516
0.056305
4
0
0
0
1
77
49
8
0.5
0
1.414214
1
0
68
-1.3125
11
0
0
9
1
0
0
1
1
0
0
3
0
9
11
0
0
0
0
1
1
0
0
0
0
3
1
0
0
0
0
25
8
3.5
39
2015_01_CLE_NYJ
00-0032068
M.Johnson
00-0021206
25
2
2
14
3
11
0
1.002291
-0.018788
1.5
1
8
32
242
6.790003
0.012397
0.0625
7
1.051361
0.953906
0.975568
0.955594
0.701319
0
0
0
0
0
5
8
8
3.460827
0.625
0
1
1.5
5.5
0
0
0
0
0
0.00235
0.022333
4
0
0
0
1
77
49
8
1
0
1.414214
2
0
64.5
-6.5
14
0
0
0
2
0
0
0
2
0
0
0
0
0
8
6
0
0
0
0
1
1
0
0
0
0
1
1
0
0
0
25
8
3.5
39
2015_01_DET_SD
00-0022414
M.Floyd
00-0022942
11
2
1
29
37
1
0
-1.514077
-0.042206
18.5
0.5
11
28
200
6.98106
0.185
0.071429
14.5
0.929643
1.001185
0.985225
1.032041
1.570207
1
0
0
0
1
34
41
3.731707
14.006975
0.829268
10
2
18.5
1
0
1
1
0
1
0.001791
0.102022
2
0
0
0
1
84
47
0
0.5
0.5
0
1
0
40
14.768293
0
29
0
0
0
1
0
0
0
2
0
0
0
29
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
18
11
3.5
45.5
2015_01_DET_SD
00-0023310
L.Moore
00-0026498
18
2
1
22
50
0
0
1.949982
0.0236
25
0.5
11
28
200
6.98106
0.25
0.071429
11
0.88025
0.91219
0.967602
0.840923
1.245122
0
0
1
0
1
19
28
7.142857
2.592147
0.678571
7
1.5
25
0
0
1
1
0
0.5
0.043778
0.086175
2
0
0
0
1
84
47
0
0.5
0.5
0
0
1
36.5
17.857143
0
22
0
0
0
1
0
0
1
1
0
0
0
0
0
0
22
0
0
0
0
0
1
0
0
0
0
1
1
0
0
18
11
3.5
45.5
2015_01_DET_SD
00-0025389
C.Johnson
00-0026498
18
4
2
39
36
22
0
2.734981
0.065676
9
0.5
11
28
200
6.98106
0.18
0.142857
9.75
0.88025
0.91219
0.967602
0.840923
1.245122
0
0
1
0
1
19
28
7.142857
2.592147
0.678571
12.25
2.5
9
11
0
1
2
0
0.75
0.078316
0.170595
2
0
0
0
1
84
47
0
0.5
0.25
12.020815
0
0
53.75
1.857143
28
0
0
11
1
0
0
1
2
0
0
2
0
11
28
0
0
0
0
1
1
0
0
0
0
1
2
0
1
0
0
18
11
3.5
45.5
2015_01_DET_SD
00-0026019
D.Woodhead
00-0022942
11
6
3
19
-9
27
0
-2.98212
-0.137622
-1.5
0.5
11
28
200
6.98106
-0.045
0.214286
3.166667
0.929643
1.001185
0.985225
1.032041
1.570207
2
0
3
0
2
34
41
3.731707
14.006975
0.829268
8.833333
2.5
-1.5
9
0
0
2
0
0.833333
0.024609
0.081069
2
0
0
0
1
84
47
0
0.333333
0
9.0185
0
1
46.166667
-5.231707
0
7
15
-3
0
1
1
1
1
3
1
1
0
0
22
0
-3
0
0
0
2
0
1
0
0
2
2
1
1
0
0
18
11
3.5
45.5
2015_01_DET_SD
00-0026364
S.Johnson
00-0022942
11
6
6
82
7
75
1
9.240831
0.288946
1.166667
1
11
28
200
6.98106
0.035
0.214286
13.666667
0.929643
1.001185
0.985225
1.032041
1.570207
2
0
3
0
3
34
41
3.731707
14.006975
0.829268
14.166667
2.833333
1.166667
12.5
0.166667
1
4
0
0.833333
0.088183
0.078594
2
0
0
0
1
84
47
0
1
0.166667
10.405127
2
1
38.666667
-2.565041
6
9
19
48
1
1
2
2
1
1
2
2
0
0
28
6
0
48
0
0
3
1
0
2
0
0
3
1
0
2
0
18
11
3.5
45.5
2015_01_DET_SD
00-0026996
B.Pettigrew
00-0026498
18
1
0
0
0
0
0
-0.582145
-0.012868
0
0
11
28
200
6.98106
0
0.035714
0
0.88025
0.91219
0.967602
0.840923
1.245122
0
0
0
0
1
19
28
7.142857
2.592147
0.678571
21
2
0
0
0
0
0
0
1
0
0.049739
2
0
0
0
1
84
47
0
0
0
0
1
0
60
-7.142857
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
18
11
3.5
45.5
2015_01_DET_SD
00-0027218
J.Bell
00-0026498
18
2
2
27
-6
33
0
1.75292
0.056415
-3
1
11
28
200
6.98106
-0.03
0.071429
13.5
0.88025
0.91219
0.967602
0.840923
1.245122
0
0
0
0
0
19
28
7.142857
2.592147
0.678571
10.5
2.5
-3
16.5
0
0
1
0
0.5
0.028475
0.02797
2
0
0
0
1
84
47
0
1
0
6.363961
1
0
53.5
-10.142857
9
0
0
18
1
0
0
1
1
0
0
1
0
0
27
0
0
0
0
0
2
0
0
0
0
0
2
0
0
0
0
18
11
3.5
45.5
2015_01_DET_SD
00-0027891
G.Tate
00-0026498
18
8
4
24
74
29
0
-6.667896
-0.153468
9.25
0.5
11
28
200
6.98106
0.37
0.285714
3
0.88025
0.91219
0.967602
0.840923
1.245122
0
0
3
0
6
19
28
7.142857
2.592147
0.678571
18.375
2.875
9.25
7.25
0
0
1
0
0.875
0.101795
0.123397
2
0
0
0
1
84
47
0
0.5
0
4.082483
1
0
51.875
2.107143
11
6
7
0
1
1
2
0
1
1
4
2
0
0
11
1
6
6
0
0
1
1
1
1
0
1
2
1
2
2
0
18
11
3.5
45.5
2015_01_DET_SD
00-0029275
L.Green
00-0022942
11
6
5
74
40
49
1
5.275707
0.15725
6.666667
0.833333
11
28
200
6.98106
0.2
0.214286
12.333333
0.929643
1.001185
0.985225
1.032041
1.570207
2
0
0
0
1
34
41
3.731707
14.006975
0.829268
12.166667
2.833333
6.666667
9.8
0.166667
2
4
0
1
0.04891
0.082524
2
0
0
0
1
84
47
0
0.666667
0.333333
9.497368
1
0
28.333333
2.934959
0
41
-1
34
0
2
1
2
0
3
1
2
0
19
21
0
34
0
0
1
2
0
2
0
0
1
3
0
2
0
0
18
11
3.5
45.5
2015_01_DET_SD
00-0030107
T.Riddick
00-0026498
18
2
2
37
9
28
1
4.411676
0.01738
4.5
1
11
28
200
6.98106
0.045
0.071429
18.5
0.88025
0.91219
0.967602
0.840923
1.245122
0
0
0
0
2
19
28
7.142857
2.592147
0.678571
21
4
4.5
14
0.5
1
2
0
1
0.000004
0.101123
2
0
0
0
1
84
47
0
1
0.5
3.535534
1
0
36
-2.642857
0
0
0
37
0
0
0
2
0
0
0
2
0
37
0
0
0
0
0
2
0
0
0
0
0
2
0
0
0
0
0
18
11
3.5
45.5
2015_01_DET_SD
00-0030279
K.Allen
00-0022942
11
17
15
166
98
73
0
4.596872
0.16559
5.764706
0.882353
11
28
200
6.98106
0.49
0.607143
9.764706
0.929643
1.001185
0.985225
1.032041
1.570207
2
0
4
0
11
34
41
3.731707
14.006975
0.829268
12.647059
2.882353
5.764706
4.866667
0
3
8
0
0.882353
0.07524
0.154003
2
0
0
0
1
84
47
0
0.882353
0.176471
6.891679
5
0
60.058824
2.032999
26
25
55
60
2
3
4
6
2
4
5
6
0
39
43
39
0
45
0
2
5
3
0
5
0
2
6
4
0
5
0
18
11
3.5
45.5
2015_01_DET_SD
00-0031277
B.Oliver
00-0022942
11
1
1
17
-5
22
0
1.078826
0.030581
-5
1
11
28
200
6.98106
-0.025
0.035714
17
0.929643
1.001185
0.985225
1.032041
1.570207
0
0
0
0
0
34
41
3.731707
14.006975
0.829268
20
3
-5
22
0
0
1
0
1
0
0.064622
2
0
0
0
1
84
47
0
1
0
0
0
0
70
-8.731707
0
0
17
0
0
0
1
0
0
0
1
0
0
0
0
17
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
18
11
3.5
45.5
2015_01_DET_SD
00-0031387
E.Ebron
00-0026498
18
5
4
53
51
11
1
2.126022
-0.063125
10.2
0.8
11
28
200
6.98106
0.255
0.178571
10.6
0.88025
0.91219
0.967602
0.840923
1.245122
1
0
1
0
4
19
28
7.142857
2.592147
0.678571
16.8
3
10.2
2.75
0.2
0
3
0
1
0.17256
0.097521
2
0
0
0
1
84
47
0
0.8
0
4.573474
0
1
50.8
3.057143
0
18
0
35
0
1
0
3
1
1
0
3
0
35
0
0
0
18
0
3
0
0
0
1
0
3
0
0
1
1
0
18
11
3.5
45.5
2015_01_DET_SD
00-0032104
A.Abdullah
00-0026498
18
4
4
44
-14
58
0
1.25552
0.000403
-3.5
1
11
28
200
6.98106
-0.07
0.142857
11
0.88025
0.91219
0.967602
0.840923
1.245122
0
0
0
0
2
19
28
7.142857
2.592147
0.678571
15.75
2.5
-3.5
14.5
0
1
2
0
0.75
0.038021
0.043548
2
0
0
0
1
84
47
0
0.5
0.25
17.720045
1
0
71.75
-10.642857
0
0
44
0
1
0
3
0
1
0
3
0
0
0
0
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End of preview. Expand in Data Studio

license: mit task_categories: - tabular-regression - tabular-classification tags: - nfl - football - sports-analytics - wide-receiver - play-by-play size_categories: - 1K<n<10K

NFL Wide Receiver Performance Dataset (2015)

Dataset Description

This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2015. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.

Dataset Summary

  • Season: 2015
  • Records: ~4.31k player-game observations
  • Features: 100+ columns including:
    • Core statistics (targets, receptions, yards, touchdowns)
    • Quarter-by-quarter breakdowns
    • Win probability bucketed performance
    • Defensive strength adjustments
    • Situational metrics (red zone, high leverage, down-and-distance)
    • Team share metrics (target share, air yards share, WOPR)
    • Efficiency metrics (aDOT, yards per target, catch rate)
    • Weather and venue conditions

Supported Tasks

  • Receiving Yards Prediction: Predict receiving yards for upcoming games
  • Target Share Analysis: Model player opportunity distribution
  • Performance Forecasting: Project future player performance
  • Matchup Analysis: Evaluate player-defense matchups

Dataset Structure

Data Fields

Key Identifiers:

  • game_id: Unique game identifier
  • receiver_player_id: NFL GSIS player ID
  • receiver_player_name: Player display name
  • passer_player_id: Quarterback player ID
  • season: NFL season year
  • week: Week number

Core Statistics:

  • targets: Total pass attempts targeting the receiver
  • receptions: Completed receptions
  • receiving_yards: Total receiving yards
  • tds: Receiving touchdowns
  • air_yards: Total air yards on targets
  • yac: Yards after catch

Quarter Breakdowns:

  • yards_Q1, yards_Q2, yards_Q3, yards_Q4: Yards by quarter
  • receptions_Q1-4: Receptions by quarter
  • targets_Q1-4: Targets by quarter

Win Probability Buckets:

  • yards_wp_<25, yards_wp_25_45, etc.: Performance in different game situations
  • Similar breakdowns for receptions and targets

Share Metrics:

  • target_share: Player's share of team targets
  • air_yards_share: Player's share of team air yards
  • yard_share: Player's share of team receiving yards
  • reception_share: Player's share of team receptions
  • wopr: Weighted Opportunity Rating (0.7 × target_share + 0.3 × air_yards_share)

Efficiency Metrics:

  • aDOT: Average depth of target
  • yards_per_target: Receiving yards per target
  • catch_rate: Reception percentage
  • yac_per_rec: Yards after catch per reception
  • explosive_rec_pct: Percentage of receptions ≥15 yards
  • first_down_pct: Percentage of receptions resulting in first downs

Defensive Adjustments:

  • def_targets_dev: Defense targets allowed vs league average
  • def_receptions_dev: Defense receptions allowed vs league average
  • def_yards_dev: Defense yards allowed vs league average
  • def_tds_dev: Defense TDs allowed vs league average
  • def_epa_dev: Defense EPA allowed vs league average
  • adj_epa: Defense-adjusted Expected Points Added
  • adj_epa_per_target: Defense-adjusted EPA per target

Situational Metrics:

  • red_zone_targets: Targets inside the 20-yard line
  • end_zone_targets: Targets in the end zone
  • third_down_targets: Targets on 3rd down
  • fourth_down_targets: Targets on 4th down
  • high_leverage_targets: Targets in high-leverage situations (WP < 0.25 or > 0.75)
  • red_zone_share: Player's share of team red zone targets
  • third_down_share: Player's share of team 3rd down targets

Game Context:

  • posteam: Player's team (encoded 1-32)
  • defteam: Opposing defense (encoded 1-32)
  • home_team: Home team (encoded 1-32)
  • away_team: Away team (encoded 1-32)
  • home_flag: 0 if home, 1 if away
  • pregame_spread: Betting line point spread
  • pregame_total: Betting line total points
  • avg_score_diff: Average score differential when targeted
  • avg_quarter: Average quarter when targeted
  • trailing_pct: Percentage of targets while trailing
  • leading_pct: Percentage of targets while leading

Weather & Venue:

  • surface: Playing surface type (encoded 0-6)
  • is_dome: 1 if indoor, 0 if outdoor
  • is_rain: 1 if rainy conditions
  • is_snow: 1 if snowy conditions
  • is_clear: 1 if clear conditions
  • temp_f: Temperature in Fahrenheit
  • humidity_pct: Humidity percentage
  • wind_mph: Wind speed in miles per hour

QB Context:

  • qb_completions: Quarterback's completions that game
  • qb_attempts: Quarterback's attempts that game
  • qb_comp_pct: Quarterback's completion percentage
  • qb_air_yards: Quarterback's average air yards
  • qb_cpoe: Quarterback's completion percentage over expected

Advanced Metrics:

  • epa: Expected Points Added
  • wpa: Win Probability Added
  • success_rate: Percentage of successful plays (EPA > 0 or YPT > 0.5)
  • big_play_rate: Percentage of plays ≥20 yards
  • explosive_plays: Count of plays ≥20 yards
  • first_downs: First downs generated
  • consistency_score: mean_adj_epa / std_adj_epa
  • inverse_volatility: 1 / std_adj_epa
  • season_adj_epa_per_target: Season-level defense-adjusted EPA per target
  • wp_var: Variance in win probability across targets
  • target_share_std: Standard deviation of target share across games

Data Splits

This dataset does not include pre-defined splits. Users should create their own train/validation/test splits based on their use case:

  • Time-based split: Use early weeks for training, later weeks for validation/testing
  • Cross-validation: K-fold cross-validation across games
  • Season holdout: Train on this season, test on future seasons

Dataset Creation

Source Data

Raw play-by-play data sourced from nflverse, which aggregates official NFL data with additional features.

Data Processing

The dataset was created through two complementary processing pipelines:

  1. Pipeline A (Defensive Adjustments):

    • Calculates defense-adjusted performance metrics
    • Adds situational targeting patterns
    • Includes QB context and team-level statistics
    • Incorporates weather and venue conditions
  2. Pipeline B (Temporal & Situational):

    • Generates quarter-by-quarter breakdowns
    • Creates win probability bucketed statistics
    • Computes team share metrics and WOPR
    • Calculates season-level consistency metrics

Both pipelines were merged to create a comprehensive feature set.

Considerations for Using the Data

Social Impact

This dataset is intended for:

  • Sports analytics and research
  • Fantasy football decision-making
  • Educational purposes in machine learning and sports statistics

Not intended for:

  • Real-money gambling (use responsibly)
  • Player evaluation for contract negotiations
  • Any decision-making that could impact player careers

Discussion of Biases

  • Opportunity bias: Statistics heavily dependent on team offensive scheme and QB quality
  • Injury data: Dataset does not account for injuries that may affect performance
  • Sample size: Players with limited playing time have less reliable statistics
  • Game script: Performance metrics influenced by whether team is winning/losing
  • Strength of schedule: Not all defensive matchups are equal, though some adjustment is included

Limitations

  • Historical data only: Does not predict future performance definitively
  • Missing context: Does not include play design, route running, or other qualitative factors
  • Weather parsing: Temperature/wind/humidity may be missing or inaccurate for some games
  • Roster changes: Does not account for mid-season team changes or trades
  • Playoff games: May or may not include playoff data depending on the year

Additional Information

Acknowledgments

  • Data Source: nflverse/nflverse-data
  • AI Assistance: Code development assisted by Claude (Anthropic)
  • Course: CMU 24-679: Designing and Deploying AI/ML Systems
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