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24679_NFL_WR_Dataset_2020

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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
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2020_01_ARI_SF
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2020_01_ARI_SF
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2020_01_ARI_SF
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2020_01_ARI_SF
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2020_01_ARI_SF
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C.Edmonds
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2020_01_ARI_SF
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2020_01_CHI_DET
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A.Peterson
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2020_01_CHI_DET
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2020_01_CHI_DET
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D.Amendola
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36
349
4.312619
0.191977
0.194444
11.571429
0.967865
0.968199
0.968531
1.033832
1.138189
0
0
4
0
2
24
41
9.073171
-8.616519
0.585366
9.714286
2.428571
9.571429
4.4
0
1
4
0
0.857143
0.048429
0.075306
4
1
0
0
1
68
70
0
0.714286
0.142857
10.084642
2
0
63
0.498258
11
18
15
37
1
1
1
2
2
2
1
2
0
32
5
18
11
15
0
1
1
1
1
1
0
1
1
1
3
1
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0027696
J.Graham
00-0033869
11
7
3
25
37
13
1
-0.013898
-0.087959
5.285714
0.428571
6
36
349
4.312619
0.106017
0.194444
3.571429
0.997139
1.042319
1.163449
1.391366
1.982028
3
0
2
0
3
20
36
9.694444
-6.695618
0.555556
5
2.428571
5.285714
4.333333
0.142857
0
2
0
0.571429
0.045737
0.07025
4
1
0
0
1
68
70
0
0.428571
0
7.094599
1
0
32.428571
-4.40873
0
0
0
25
0
0
0
3
3
1
0
3
0
25
0
0
0
0
0
3
0
0
0
0
0
3
1
3
0
0
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0029293
M.Jones
00-0026498
6
8
4
55
70
18
0
-4.487987
-0.426654
8.75
0.5
6
36
349
4.312619
0.200573
0.222222
6.875
0.967865
0.968199
0.968531
1.033832
1.138189
1
0
4
0
4
24
41
9.073171
-8.616519
0.585366
14.25
3
8.75
4.5
0
1
3
0
1
0.056296
0.107255
4
1
0
0
1
68
70
0
0.5
0.125
6.075909
2
1
48.875
-0.323171
0
28
16
11
0
2
1
1
0
3
2
3
0
0
11
0
28
16
0
0
1
0
2
1
0
0
2
0
3
3
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0030155
D.Harris
00-0033869
11
1
0
0
13
0
0
-0.749273
-0.005609
13
0
6
36
349
4.312619
0.037249
0.027778
0
0.997139
1.042319
1.163449
1.391366
1.982028
1
0
0
0
1
20
36
9.694444
-6.695618
0.555556
6
3
13
0
0
0
0
0
1
0
0.049059
4
1
0
0
1
68
70
0
0
0
0
0
0
13
3.305556
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
1
0
0
0
0
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0030578
C.Patterson
00-0033869
11
1
1
12
3
9
0
0.745588
0.017696
3
1
6
36
349
4.312619
0.008596
0.027778
12
0.997139
1.042319
1.163449
1.391366
1.982028
0
0
0
0
0
20
36
9.694444
-6.695618
0.555556
3
2
3
9
0
0
1
0
1
0
0.037095
4
1
0
0
1
68
70
0
1
0
0
0
0
56
-6.694444
0
12
0
0
0
1
0
0
0
1
0
0
0
0
0
12
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0031428
A.Robinson
00-0033869
11
9
5
74
144
21
0
1.047983
0.022313
16
0.555556
6
36
349
4.312619
0.412607
0.25
8.222222
0.997139
1.042319
1.163449
1.391366
1.982028
2
0
1
0
3
20
36
9.694444
-6.695618
0.555556
3.777778
2.222222
16
4.2
0
2
4
0
0.666667
0.033256
0.111107
4
1
0
0
1
68
70
0
0.555556
0.222222
7.259477
3
0
44.555556
6.305556
25
22
22
5
2
1
1
1
3
3
1
2
0
27
35
12
0
0
0
2
2
1
0
0
0
3
4
2
0
0
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0033094
M.Hall
00-0026498
6
2
1
26
62
9
0
0.995629
0.025625
31
0.5
6
36
349
4.312619
0.17765
0.055556
13
0.967865
0.968199
0.968531
1.033832
1.138189
0
0
0
0
0
24
41
9.073171
-8.616519
0.585366
3
2
31
9
0
1
1
0
1
0.001328
0.049412
4
1
0
0
1
68
70
0
0.5
0.5
0
0
0
68.5
21.926829
0
26
0
0
0
1
0
0
0
2
0
0
0
0
0
0
26
0
0
0
0
0
1
0
0
0
0
0
2
0
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0033556
T.Cohen
00-0033869
11
2
2
6
-5
11
0
-0.546191
-0.012291
-2.5
1
6
36
349
4.312619
-0.014327
0.055556
3
0.997139
1.042319
1.163449
1.391366
1.982028
1
0
1
0
1
20
36
9.694444
-6.695618
0.555556
6
2.5
-2.5
5.5
0
0
0
0
1
0.063083
0.018302
4
1
0
0
1
68
70
0
1
0
0
0
1
51
-12.194444
0
3
3
0
0
1
1
0
0
1
1
0
0
3
3
0
0
0
0
1
1
0
0
0
0
1
1
0
0
0
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0033572
J.Agnew
00-0026498
6
1
0
0
12
0
0
-0.870771
-0.030556
12
0
6
36
349
4.312619
0.034384
0.027778
0
0.967865
0.968199
0.968531
1.033832
1.138189
1
0
1
0
0
24
41
9.073171
-8.616519
0.585366
3
2
12
0
0
0
0
0
1
0
0.0436
4
1
0
0
1
68
70
0
0
0
0
0
0
14
2.926829
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
11
6
2.5
42.5
2020_01_CHI_DET
00-0034353
A.Miller
00-0033869
11
6
4
76
109
8
1
6.553123
0.207931
18.166667
0.666667
6
36
349
4.312619
0.312321
0.166667
12.666667
0.997139
1.042319
1.163449
1.391366
1.982028
1
0
2
0
3
20
36
9.694444
-6.695618
0.555556
9.666667
3
18.166667
2
0.166667
1
4
0
0.833333
0.043776
0.075979
4
1
0
0
1
68
70
0
0.666667
0.166667
5.830952
0
0
44.5
8.472222
0
0
18
58
0
0
1
3
1
1
1
3
0
49
0
27
0
0
0
3
0
1
0
0
0
3
2
1
0
0
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0034426
J.Wims
00-0033869
11
2
1
1
3
0
1
-0.116545
0.055192
1.5
0.5
6
36
349
4.312619
0.008596
0.055556
0.5
0.997139
1.042319
1.163449
1.391366
1.982028
1
0
1
0
1
20
36
9.694444
-6.695618
0.555556
9.5
3
1.5
0
0.5
0
1
0
1
0.036344
0.033469
4
1
0
0
1
68
70
0
0.5
0
0
0
0
43.5
-8.194444
0
0
0
1
0
0
0
1
0
1
0
1
0
1
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0035229
T.Hockenson
00-0026498
6
5
5
56
22
34
1
4.858919
0.133462
4.4
1
6
36
349
4.312619
0.063037
0.138889
11.2
0.967865
0.968199
0.968531
1.033832
1.138189
1
0
0
0
2
24
41
9.073171
-8.616519
0.585366
10.2
2.6
4.4
6.8
0.2
1
3
0
1
0.01635
0.07928
4
1
0
0
1
68
70
0
1
0.2
8.671793
0
0
39.8
-4.673171
0
48
4
4
0
3
1
1
0
3
1
1
0
0
0
0
48
8
0
0
0
0
3
2
0
0
0
0
3
2
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0035685
D.Montgomery
00-0033869
11
3
1
10
-6
6
0
-0.550186
0.022888
-2
0.333333
6
36
349
4.312619
-0.017192
0.083333
3.333333
0.997139
1.042319
1.163449
1.391366
1.982028
1
0
0
0
2
20
36
9.694444
-6.695618
0.555556
4
2.666667
-2
6
0
0
1
0
0.666667
0.025544
0.069589
4
1
0
0
1
68
70
0
0.333333
0
0
0
0
43.333333
-11.694444
10
0
0
0
1
0
0
0
1
0
1
1
0
0
10
0
0
0
0
0
1
0
0
0
0
2
1
0
0
0
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0036275
D.Swift
00-0026498
6
5
3
15
8
17
0
-1.460723
-0.045271
1.6
0.6
6
36
349
4.312619
0.022923
0.138889
3
0.967865
0.968199
0.968531
1.033832
1.138189
1
0
2
0
2
24
41
9.073171
-8.616519
0.585366
19.6
3.6
1.6
5.666667
0
0
0
0
1
0.086933
0.046186
4
1
0
0
1
68
70
0
0.6
0
2
1
0
42.4
-7.473171
0
7
0
8
0
1
0
2
0
1
0
4
0
0
3
0
7
5
0
0
1
0
1
1
0
0
2
0
1
2
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0036277
Q.Cephus
00-0026498
6
10
3
43
129
10
0
-1.712512
-0.167988
12.9
0.3
6
36
349
4.312619
0.369628
0.277778
4.3
0.967865
0.968199
0.968531
1.033832
1.138189
2
0
3
0
4
24
41
9.073171
-8.616519
0.585366
12.8
2.7
12.9
3.333333
0
1
3
0
0.6
0.056942
0.06205
4
1
0
0
1
68
70
0
0.3
0.1
5.507571
2
1
44.1
3.826829
20
0
14
9
1
0
1
1
4
0
1
5
0
0
0
0
20
23
0
0
0
0
1
2
0
1
1
0
4
4
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0036290
C.Kmet
00-0033869
11
1
0
0
9
0
0
-0.734869
-0.047587
9
0
6
36
349
4.312619
0.025788
0.027778
0
0.997139
1.042319
1.163449
1.391366
1.982028
1
0
1
0
0
20
36
9.694444
-6.695618
0.555556
3
2
9
0
0
0
0
0
1
0
0.078659
4
1
0
0
1
68
70
0
0
0
0
0
0
10
-0.694444
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
1
0
0
0
0
11
6
2.5
42.5
2020_01_CHI_DET
00-0036309
D.Mooney
00-0033869
11
3
3
38
25
13
0
1.922624
0.12957
8.333333
1
6
36
349
4.312619
0.071633
0.083333
12.666667
0.997139
1.042319
1.163449
1.391366
1.982028
0
0
1
0
1
20
36
9.694444
-6.695618
0.555556
3
2
8.333333
4.333333
0
0
2
0
0.666667
0.030462
0.121382
4
1
0
0
1
68
70
0
0.666667
0
10.969655
0
1
49.333333
-1.361111
19
19
0
0
1
1
1
0
1
1
1
0
0
0
38
0
0
0
0
1
2
0
0
0
0
1
2
0
0
0
0
11
6
2.5
42.5
2020_01_CLE_BAL
00-0030663
W.Snead
00-0029665
8
1
1
9
5
4
0
-0.906518
0.000023
5
1
3
25
255
18.797273
0.019608
0.04
9
1.096914
1.076488
1.097929
1.171677
1.347369
2
0
3
0
4
1
1
5
30.338544
1
22.25
2.75
5
4
0
1
4
0
1
0.007604
0.083801
2
0
0
0
1
76
72
5
1
0.25
4.966555
0
2
41.75
1.9375
0
36
19
9
0
2
1
1
0
2
1
1
0
0
0
0
0
64
0
0
0
0
0
4
0
0
0
0
0
4
0
3
8
7
47
2020_01_CLE_BAL
00-0031235
O.Beckham
00-0034855
3
10
3
22
118
8
0
-8.634327
-0.098339
11.8
0.3
3
25
255
18.797273
0.462745
0.4
2.2
1.036518
1.018431
0.909284
0.781118
0.482103
0
0
3
1
8
21
35
8.8
-4.231689
0.6
6
2.8
11.8
2.666667
0
0
1
0
1
0.018694
0.119397
2
0
0
0
1
76
72
5
0.3
0
7.767453
1
0
53.8
3
0
17
5
0
0
2
1
0
0
4
4
2
0
22
0
0
0
0
0
3
0
0
0
0
0
10
0
0
0
0
0
3
8
7
47
2020_01_CLE_BAL
00-0031382
J.Landry
00-0034855
3
6
5
61
76
4
0
5.518493
0.05085
12.666667
0.833333
3
25
255
18.797273
0.298039
0.24
10.166667
1.036518
1.018431
0.909284
0.781118
0.482103
0
0
1
0
3
21
35
8.8
-4.231689
0.6
5
2.166667
12.666667
0.8
0
1
4
0
0.833333
0.022372
0.11331
2
0
0
0
1
76
72
5
0.833333
0.166667
6.340347
1
0
76
3.866667
16
21
24
0
1
2
2
0
1
3
2
0
0
61
0
0
0
0
0
5
0
0
0
0
0
6
0
0
0
0
0
3
8
7
47
2020_01_CLE_BAL
00-0031598
N.Boyle
00-0034796
8
3
2
3
8
0
0
-2.388351
-0.01084
2.666667
0.666667
3
25
255
18.797273
0.031373
0.12
1
1.096914
1.076488
1.097929
1.171677
1.347369
0
0
0
0
3
20
24
10.416667
21.009902
0.833333
26.333333
3
2.666667
0
0
0
0
0
1
0.000701
0.041505
2
0
0
0
1
76
72
5
0.333333
0
3.535534
2
0
49.666667
-7.75
0
0
3
0
0
0
2
0
0
0
3
0
0
0
0
0
0
3
0
0
0
0
0
2
0
0
0
0
0
3
0
3
8
7
47
2020_01_CLE_BAL
00-0032392
A.Hooper
00-0034855
3
2
2
15
15
0
0
3.109433
0.127763
7.5
1
3
25
255
18.797273
0.058824
0.08
7.5
1.036518
1.018431
0.909284
0.781118
0.482103
0
0
1
0
1
21
35
8.8
-4.231689
0.6
3
1.5
7.5
0
0
0
1
0
0.5
0.00167
0.106945
2
0
0
0
1
76
72
5
1
0
2.12132
0
0
41.5
-1.3
6
9
0
0
1
1
0
0
1
1
0
0
0
15
0
0
0
0
0
2
0
0
0
0
0
2
0
0
0
0
0
3
8
7
47
2020_01_CLE_BAL
00-0032977
R.Higgins
00-0034855
3
1
1
9
7
2
0
0.562454
0.000003
7
1
3
25
255
18.797273
0.027451
0.04
9
1.036518
1.018431
0.909284
0.781118
0.482103
0
0
0
0
1
21
35
8.8
-4.231689
0.6
6
4
7
2
0
0
0
0
1
0
0.09828
2
0
0
0
1
76
72
5
1
0
0
1
0
52
-1.8
0
0
0
9
0
0
0
1
0
0
0
1
0
9
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
3
8
7
47
2020_01_CLE_BAL
00-0033376
P.Ricard
00-0034796
8
1
1
9
2
7
0
0.948947
0.021354
2
1
3
25
255
18.797273
0.007843
0.04
9
1.096914
1.076488
1.097929
1.171677
1.347369
0
0
0
0
0
20
24
10.416667
21.009902
0.833333
10
2
2
7
0
0
1
0
1
0
0.040096
2
0
0
0
1
76
72
5
1
0
0
1
0
97
-8.416667
0
9
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
9
0
0
0
0
0
1
0
0
0
0
0
1
0
3
8
7
47
2020_01_CLE_BAL
00-0033885
D.Njoku
00-0034855
3
3
3
50
43
7
1
5.97654
0.042766
14.333333
1
3
25
255
18.797273
0.168627
0.12
16.666667
1.036518
1.018431
0.909284
0.781118
0.482103
1
0
1
0
2
21
35
8.8
-4.231689
0.6
4
2
14.333333
2.333333
0.333333
2
3
0
0.666667
0.019787
0.053868
2
0
0
0
1
76
72
5
1
0.666667
14.0119
1
0
38.333333
5.533333
1
28
21
0
1
1
1
0
1
1
1
0
0
50
0
0
0
0
0
3
0
0
0
0
0
3
0
0
0
0
0
3
8
7
47
2020_01_CLE_BAL
00-0033923
K.Hunt
00-0034855
3
6
4
9
1
11
0
-2.914902
-0.020253
0.166667
0.666667
3
25
255
18.797273
0.003922
0.24
1.5
1.036518
1.018431
0.909284
0.781118
0.482103
0
0
0
0
5
21
35
8.8
-4.231689
0.6
5
2.666667
0.166667
2.75
0
0
0
0
0.833333
0.030222
0.071889
2
0
0
0
1
76
72
5
0.333333
0
4.349329
3
0
43.5
-8.633333
0
8
1
0
0
1
2
1
1
1
3
1
0
9
0
0
0
0
0
4
0
0
0
0
0
6
0
0
0
0
0
3
8
7
47
2020_01_CLE_BAL
00-0034753
M.Andrews
00-0034796
8
6
5
58
63
4
2
8.685316
0.073577
10.5
0.833333
3
25
255
18.797273
0.247059
0.24
9.666667
1.096914
1.076488
1.097929
1.171677
1.347369
4
0
2
0
5
20
24
10.416667
21.009902
0.833333
17.666667
2.166667
10.5
0.8
0.333333
1
5
0
0.833333
0.009698
0.103034
2
0
0
0
1
76
72
5
0.833333
0.166667
5.899152
0
1
24.5
0.083333
5
20
33
0
1
2
2
0
1
3
2
0
0
0
0
0
0
58
0
0
0
0
0
5
0
0
0
0
0
6
0
3
8
7
47
2020_01_CLE_BAL
00-0034791
N.Chubb
00-0034855
3
1
1
6
6
0
0
0.788172
0.020456
6
1
3
25
255
18.797273
0.023529
0.04
6
1.036518
1.018431
0.909284
0.781118
0.482103
0
0
0
0
0
21
35
8.8
-4.231689
0.6
0
1
6
0
0
0
1
0
0
0
0.043634
2
0
0
0
1
76
72
5
1
0
0
0
0
59
-2.8
6
0
0
0
1
0
0
0
1
0
0
0
0
0
6
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
3
8
7
47
2020_01_CLE_BAL
00-0034854
K.Hodge
00-0034855
3
3
1
12
33
2
0
-4.137666
-0.064688
11
0.333333
3
25
255
18.797273
0.129412
0.12
4
1.036518
1.018431
0.909284
0.781118
0.482103
0
0
3
0
2
21
35
8.8
-4.231689
0.6
4
2.666667
11
2
0
0
1
0
0.666667
0.055997
0.065228
2
0
0
0
1
76
72
5
0.333333
0
0
0
0
51.333333
2.2
0
0
0
12
0
0
0
1
1
0
1
1
0
12
0
0
0
0
0
1
0
0
0
0
0
3
0
0
0
0
0
3
8
7
47
2020_01_CLE_BAL
00-0035039
S.Carlson
00-0034855
3
1
0
0
0
0
0
-1.603264
0.000013
0
0
3
25
255
18.797273
0
0.04
0
1.036518
1.018431
0.909284
0.781118
0.482103
0
0
1
0
1
21
35
8.8
-4.231689
0.6
6
4
0
0
0
0
0
0
1
0
0.005869
2
0
0
0
1
76
72
5
0
0
0
0
0
43
-8.8
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
3
8
7
47
2020_01_CLE_BAL
00-0035662
M.Brown
00-0034796
8
6
5
101
114
12
0
4.731723
0.092944
19
0.833333
3
25
255
18.797273
0.447059
0.24
16.833333
1.096914
1.076488
1.097929
1.171677
1.347369
0
0
1
0
5
20
24
10.416667
21.009902
0.833333
15.833333
2
19
2.4
0
2
4
0
1
0.010085
0.11164
2
0
0
0
1
76
72
5
0.833333
0.333333
16.208023
1
0
46.5
8.583333
47
54
0
0
1
4
0
0
1
4
1
0
0
0
0
0
0
101
0
0
0
0
0
5
0
0
0
0
0
6
0
3
8
7
47
2020_01_CLE_BAL
00-0035703
M.Boykin
00-0034796
8
4
3
37
25
21
0
0.103906
0.033144
6.25
0.75
3
25
255
18.797273
0.098039
0.16
9.25
1.096914
1.076488
1.097929
1.171677
1.347369
2
0
1
0
3
20
24
10.416667
21.009902
0.833333
24
3
6.25
7
0
1
1
0
1
0.017703
0.04688
2
0
0
0
1
76
72
5
0.75
0.25
11.676187
2
0
46.5
-4.166667
0
25
0
12
0
1
0
2
0
2
0
2
0
0
0
0
0
37
0
0
0
0
0
3
0
0
0
0
0
4
0
3
8
7
47
2020_01_CLE_BAL
00-0036232
H.Bryant
00-0034855
3
2
1
5
9
0
0
-1.451916
-0.047671
4.5
0.5
3
25
255
18.797273
0.035294
0.08
2.5
1.036518
1.018431
0.909284
0.781118
0.482103
0
0
1
0
1
21
35
8.8
-4.231689
0.6
0
1
4.5
0
0
0
0
0
0
0.025122
0.066752
2
0
0
0
1
76
72
5
0.5
0
0
0
1
66.5
-4.3
5
0
0
0
1
0
0
0
2
0
0
0
0
0
5
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
0
3
8
7
47
2020_01_CLE_BAL
00-0036331
D.Duvernay
00-0034796
8
1
1
12
-1
13
0
1.346404
0.028233
-1
1
3
25
255
18.797273
-0.003922
0.04
12
1.096914
1.076488
1.097929
1.171677
1.347369
0
0
0
0
0
20
24
10.416667
21.009902
0.833333
0
1
-1
13
0
0
1
0
0
0
0.036278
2
0
0
0
1
76
72
5
1
0
0
1
0
35
-11.416667
12
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
12
0
0
0
0
0
1
0
0
0
0
0
1
0
3
8
7
47
2020_01_DAL_LA
00-0030431
R.Woods
00-0033106
9
8
6
105
18
87
0
5.114858
0.221522
2.25
0.75
9
37
256
1.754557
0.070313
0.216216
13.125
0.888794
0.892639
0.935068
1.244907
1.179963
2
0
2
0
2
20
28
4.428571
-4.075567
0.714286
7.5
1.75
2.25
14.5
0
3
4
0
0.625
0.012108
0.08682
5
1
0
0
1
72
64
7
0.75
0.375
11.220517
1
1
50.125
-2.178571
65
0
40
0
4
0
2
0
5
0
3
0
0
0
0
91
9
5
0
0
0
4
1
1
0
0
0
4
3
1
0
0
9
1
52
2020_01_DAL_LA
00-0031544
A.Cooper
00-0033077
0
14
10
81
113
15
0
1.236391
-0.023558
8.071429
0.714286
9
37
256
1.754557
0.441406
0.378378
5.785714
0.956535
0.921668
0.842268
0.683478
0.012894
2
0
3
0
2
25
37
6.918919
-4.595373
0.675676
12
3.142857
8.071429
1.5
0
0
4
0
0.785714
0.00895
0.137194
5
1
0
0
1
72
64
7
0.714286
0
3.247221
1
2
59.071429
1.15251
9
20
11
41
1
3
1
5
1
3
3
7
0
5
62
14
0
0
0
1
8
1
0
0
0
2
11
1
0
0
0
0
9
1
52
2020_01_DAL_LA
00-0031806
M.Brown
00-0033106
9
4
3
31
-20
45
0
0.292193
-0.01102
-5
0.75
9
37
256
1.754557
-0.078125
0.108108
7.75
0.888794
0.892639
0.935068
1.244907
1.179963
1
0
1
0
1
20
28
4.428571
-4.075567
0.714286
10.25
2
-5
15
0
0
1
0
1
0.003646
0.11164
5
1
0
0
1
72
64
7
0.75
0
6.658328
1
0
55.75
-9.428571
24
0
0
7
2
0
0
1
2
1
0
1
0
0
0
0
31
0
0
0
0
0
3
0
0
0
0
0
4
0
0
0
9
1
52
2020_01_DAL_LA
00-0033045
E.Elliott
00-0033077
0
4
3
31
7
27
1
2.452629
0.073061
1.75
0.75
9
37
256
1.754557
0.027344
0.108108
7.75
0.956535
0.921668
0.842268
0.683478
0.012894
1
0
0
0
0
25
37
6.918919
-4.595373
0.675676
6
2.25
1.75
9
0.25
0
2
0
0.5
0.009916
0.09703
5
1
0
0
1
72
64
7
0.75
0
8.504901
1
0
49.5
-5.168919
10
19
0
2
1
1
0
1
1
2
0
1
0
0
31
0
0
0
0
0
3
0
0
0
0
0
3
1
0
0
0
0
9
1
52
2020_01_DAL_LA
00-0033110
T.Higbee
00-0033106
9
4
3
40
30
28
0
2.844176
0.108453
7.5
0.75
9
37
256
1.754557
0.117188
0.108108
10
0.888794
0.892639
0.935068
1.244907
1.179963
0
0
1
0
3
20
28
4.428571
-4.075567
0.714286
13.5
2.5
7.5
9.333333
0
1
2
0
1
0.01293
0.042526
5
1
0
0
1
72
64
7
0.75
0.25
8.621678
1
1
52.5
3.071429
4
21
0
15
1
1
0
1
1
1
1
1
0
0
0
21
0
19
0
0
0
1
0
2
0
0
0
1
0
3
0
0
9
1
52
2020_01_DAL_LA
00-0033658
B.Jarwin
00-0033077
0
1
1
12
12
0
0
0.915661
0.009976
12
1
9
37
256
1.754557
0.046875
0.027027
12
0.956535
0.921668
0.842268
0.683478
0.012894
0
0
0
0
0
25
37
6.918919
-4.595373
0.675676
7
2
12
0
0
0
1
0
1
0
0.006143
5
1
0
0
1
72
64
7
1
0
0
0
0
64
5.081081
0
12
0
0
0
1
0
0
0
1
0
0
0
0
12
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
9
1
52
2020_01_DAL_LA
00-0033895
G.Everett
00-0033106
9
2
1
7
16
1
0
-0.337961
-0.002694
8
0.5
9
37
256
1.754557
0.0625
0.054054
3.5
0.888794
0.892639
0.935068
1.244907
1.179963
0
0
0
0
0
20
28
4.428571
-4.075567
0.714286
10
2.5
8
1
0
0
0
0
1
0.001293
0.07684
5
1
0
0
1
72
64
7
0.5
0
0
0
0
62.5
3.571429
0
0
7
0
0
0
1
0
0
1
1
0
0
0
0
7
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
9
1
52
2020_01_DAL_LA
00-0033908
C.Kupp
00-0033106
9
5
4
40
19
18
0
2.786307
0.053783
3.8
0.8
9
37
256
1.754557
0.074219
0.135135
8
0.888794
0.892639
0.935068
1.244907
1.179963
1
0
2
0
1
20
28
4.428571
-4.075567
0.714286
10.8
2.4
3.8
4.5
0
0
3
0
1
0.006108
0.1321
5
1
0
0
1
72
64
7
0.8
0
3.91578
1
1
36.8
-0.628571
8
11
6
15
1
1
1
1
1
2
1
1
0
0
0
0
32
8
0
0
0
0
3
1
0
0
0
0
4
1
0
0
9
1
52
2020_01_DAL_LA
00-0033943
J.Reynolds
00-0033106
9
1
1
17
4
13
0
2.198586
0.067712
4
1
9
37
256
1.754557
0.015625
0.027027
17
0.888794
0.892639
0.935068
1.244907
1.179963
1
0
1
0
0
20
28
4.428571
-4.075567
0.714286
13
3
4
13
0
0
1
0
1
0
0.091133
5
1
0
0
1
72
64
7
1
0
0
0
0
19
-0.428571
0
0
17
0
0
0
1
0
0
0
1
0
0
0
0
0
17
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
9
1
52
2020_01_DAL_LA
00-0034383
D.Schultz
00-0033077
0
4
1
11
14
4
0
0.569107
0.018246
3.5
0.25
9
37
256
1.754557
0.054688
0.108108
2.75
0.956535
0.921668
0.842268
0.683478
0.012894
2
0
1
0
1
25
37
6.918919
-4.595373
0.675676
15.5
3.5
3.5
4
0
0
1
0
1
0.017588
0.078503
5
1
0
0
1
72
64
7
0.25
0
0
0
0
37.75
-3.418919
0
0
11
0
0
0
1
0
0
0
2
2
0
0
0
11
0
0
0
0
0
1
0
0
0
1
1
2
0
0
0
0
9
1
52
2020_01_DAL_LA
00-0034764
M.Gallup
00-0033077
0
5
3
50
76
18
0
-1.12754
0.039478
15.2
0.6
9
37
256
1.754557
0.296875
0.135135
10
0.956535
0.921668
0.842268
0.683478
0.012894
0
0
1
1
2
25
37
6.918919
-4.595373
0.675676
10.4
2.8
15.2
6
0
1
3
0
0.8
0.013925
0.125481
5
1
0
0
1
72
64
7
0.6
0.2
6.429101
1
0
66.6
8.281081
24
14
12
0
1
1
1
0
1
1
2
1
0
0
50
0
0
0
0
0
3
0
0
0
0
2
3
0
0
0
0
0
9
1
52
2020_01_DAL_LA
00-0035261
T.Pollard
00-0033077
0
3
2
22
-3
23
0
-0.367209
0.058205
-1
0.666667
9
37
256
1.754557
-0.011719
0.081081
7.333333
0.956535
0.921668
0.842268
0.683478
0.012894
0
0
1
0
0
25
37
6.918919
-4.595373
0.675676
2.333333
1.666667
-1
11.5
0
0
1
0
0.333333
0.006686
0.05602
5
1
0
0
1
72
64
7
0.666667
0
9.899495
0
0
58
-7.918919
0
22
0
0
0
2
0
0
1
2
0
0
0
0
4
18
0
0
0
0
1
1
0
0
0
0
2
1
0
0
0
0
9
1
52
2020_01_DAL_LA
00-0036358
C.Lamb
00-0033077
0
6
5
59
37
27
0
-1.924482
-0.183081
6.166667
0.833333
9
37
256
1.754557
0.144531
0.162162
9.833333
0.956535
0.921668
0.842268
0.683478
0.012894
1
0
1
1
0
25
37
6.918919
-4.595373
0.675676
7.5
2.333333
6.166667
5.4
0
1
2
0
0.833333
0.003127
0.097302
5
1
0
0
1
72
64
7
0.833333
0.166667
12.557866
0
0
40.666667
-0.752252
0
57
0
2
0
4
0
1
0
5
0
1
0
0
48
11
0
0
0
0
3
2
0
0
0
0
3
3
0
0
0
0
9
1
52
2020_01_DAL_LA
00-0036414
C.Akers
00-0033106
9
1
1
4
1
3
0
-0.226045
-0.008504
1
1
9
37
256
1.754557
0.003906
0.027027
4
0.888794
0.892639
0.935068
1.244907
1.179963
0
0
0
0
1
20
28
4.428571
-4.075567
0.714286
7
1
1
3
0
0
0
0
1
0
0.042575
5
1
0
0
1
72
64
7
1
0
0
0
0
39
-3.428571
4
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
4
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
9
1
52
2020_01_DAL_LA
00-0036415
V.Jefferson
00-0033106
9
3
1
31
56
0
0
-1.932852
-0.017042
18.666667
0.333333
9
37
256
1.754557
0.21875
0.081081
10.333333
0.888794
0.892639
0.935068
1.244907
1.179963
0
0
2
0
2
20
28
4.428571
-4.075567
0.714286
16.666667
3
18.666667
0
0
1
1
0
1
0.003153
0.080274
5
1
0
0
1
72
64
7
0.333333
0.333333
0
0
1
61.666667
14.238095
0
31
0
0
0
1
0
0
0
1
1
1
0
0
0
0
31
0
0
0
0
0
1
0
0
0
0
0
1
2
0
0
9
1
52
2020_01_GB_MIN
00-0027981
K.Rudolph
00-0029604
12
2
2
28
22
6
0
2.421017
0.039542
11
1
12
41
383
20.955717
0.057441
0.04878
14
0.950006
0.936182
0.92408
0.878758
0.78632
0
0
0
0
2
19
26
10.68
7.924917
0.730769
16.5
3
11
3
0
1
1
0
1
0.011791
0.05721
3
1
0
0
1
0
0
0
1
0.5
11.313708
0
0
64.5
0.32
0
22
0
6
0
1
0
1
0
1
0
1
0
28
0
0
0
0
0
2
0
0
0
0
0
2
0
0
0
0
0
21
12
1
45
2020_01_GB_MIN
00-0030035
A.Thielen
00-0029604
12
9
6
110
143
2
2
8.541485
0.036571
17.875
0.666667
12
41
383
20.955717
0.373368
0.219512
12.222222
0.950006
0.936182
0.92408
0.878758
0.78632
2
0
0
0
5
19
26
10.68
7.924917
0.730769
14
2.888889
15.888889
0.333333
0.222222
2
5
0
0.777778
0.047225
0.103575
3
1
0
0
1
0
0
0
0.777778
0.222222
11.236844
1
0
49.666667
7.195
32
0
0
78
2
0
0
4
2
2
0
5
0
78
7
25
0
0
0
4
1
1
0
0
0
5
3
1
0
0
0
21
12
1
45
2020_01_GB_MIN
00-0031381
D.Adams
00-0023459
21
17
14
156
163
43
2
7.158089
0.250524
9.588235
0.823529
12
41
383
20.955717
0.425587
0.414634
9.176471
0.953066
0.974283
1.044485
1.098447
1.105824
3
0
3
1
7
32
41
9.341463
13.068196
0.780488
12.470588
2.235294
9.588235
3.071429
0.117647
2
8
0
0.941176
0.058381
0.140638
3
1
0
0
1
0
0
0
0.823529
0.117647
10.55285
2
3
42
0.246772
40
63
13
40
4
5
4
1
4
7
4
2
0
0
26
42
35
53
0
0
2
4
3
5
0
0
3
4
3
7
0
21
12
1
45
2020_01_GB_MIN
00-0032404
T.Ervin
00-0023459
21
1
1
6
-4
10
0
0.633442
0.027453
-4
1
12
41
383
20.955717
-0.010444
0.02439
6
0.953066
0.974283
1.044485
1.098447
1.105824
0
0
0
0
0
32
41
9.341463
13.068196
0.780488
0
1
-4
10
0
0
1
0
0
0
0.05922
3
1
0
0
1
0
0
0
1
0
0
0
0
58
-13.341463
6
0
0
0
1
0
0
0
1
0
0
0
0
0
0
6
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
21
12
1
45
2020_01_GB_MIN
00-0032778
T.Sharpe
00-0029604
12
1
0
0
35
0
0
-2.934573
-0.007263
35
0
12
41
383
20.955717
0.091384
0.02439
0
0.950006
0.936182
0.92408
0.878758
0.78632
0
0
0
1
1
19
26
10.68
7.924917
0.730769
10
3
35
0
0
0
0
0
1
0
0.008768
3
1
0
0
1
0
0
0
0
0
0
0
0
39
24.32
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
1
0
0
0
0
0
21
12
1
45
2020_01_GB_MIN
00-0033293
A.Jones
00-0023459
21
6
4
10
3
20
0
-2.373749
-0.091027
0.5
0.666667
12
41
383
20.955717
0.007833
0.146341
1.666667
0.953066
0.974283
1.044485
1.098447
1.105824
4
0
1
0
2
32
41
9.341463
13.068196
0.780488
11.333333
2.166667
0.5
5
0
0
0
0
0.5
0.0559
0.051663
3
1
0
0
1
0
0
0
0.5
0
3.109126
1
0
26
-8.841463
5
0
0
5
2
0
0
2
3
1
0
2
0
0
0
6
-1
5
0
0
0
1
1
2
0
0
0
3
1
2
0
21
12
1
45
2020_01_GB_MIN
00-0033893
D.Cook
00-0029604
12
2
1
-2
-8
1
0
-2.085612
-0.042867
-4
0.5
12
41
383
20.955717
-0.020888
0.04878
-1
0.950006
0.936182
0.92408
0.878758
0.78632
0
0
0
0
2
19
26
10.68
7.924917
0.730769
14
3.5
-4
1
0
0
0
0
1
0.0086
0.057404
3
1
0
0
1
0
0
0
0
0
0
1
0
47.5
-14.68
0
0
-2
0
0
0
1
0
0
0
1
1
0
-2
0
0
0
0
0
1
0
0
0
0
0
2
0
0
0
0
0
21
12
1
45
2020_01_GB_MIN
00-0033948
J.Williams
00-0023459
21
4
4
21
-6
27
0
-0.581206
-0.033484
-1.5
1
12
41
383
20.955717
-0.015666
0.097561
5.25
0.953066
0.974283
1.044485
1.098447
1.105824
1
0
0
0
0
32
41
9.341463
13.068196
0.780488
4
1.5
-1.5
6.75
0
0
1
0
0.5
0.000541
0.086991
3
1
0
0
1
0
0
0
0.75
0
7.135592
1
0
34.25
-10.841463
14
7
0
0
2
2
0
0
2
2
0
0
0
0
0
0
21
0
0
0
0
0
4
0
0
0
0
0
4
0
0
21
12
1
45
2020_01_GB_MIN
00-0034272
M.Valdes-Scantling
00-0023459
21
6
4
96
129
22
1
8.537419
0.085542
21.5
0.666667
12
41
383
20.955717
0.336815
0.146341
16
0.953066
0.974283
1.044485
1.098447
1.105824
0
0
2
0
6
32
41
9.341463
13.068196
0.780488
25.5
3.166667
21.5
5.5
0.166667
2
3
0
1
0.003921
0.066932
3
1
0
0
1
0
0
0
0.666667
0.333333
20.92845
1
2
48
12.158537
0
45
39
12
0
1
1
2
0
1
3
2
0
0
0
0
0
96
0
0
0
0
0
4
0
0
0
0
0
6
0
21
12
1
45
2020_01_GB_MIN
00-0034521
A.Lazard
00-0023459
21
4
4
63
41
22
1
8.074506
0.098403
10.25
1
12
41
383
20.955717
0.10705
0.097561
15.75
0.953066
0.974283
1.044485
1.098447
1.105824
1
0
2
0
3
32
41
9.341463
13.068196
0.780488
20
3
10.25
5.5
0.25
1
3
0
0.75
0.0395
0.060382
3
1
0
0
1
0
0
0
1
0.25
15.195942
0
0
35.25
0.908537
9
0
12
42
1
0
1
2
1
0
1
2
0
0
0
0
9
54
0
0
0
0
1
3
0
0
0
0
1
3
0
21
12
1
45
2020_01_GB_MIN
00-0034970
I.Smith
00-0029604
12
1
1
11
11
0
0
2.141034
0.014401
11
1
12
41
383
20.955717
0.028721
0.02439
11
0.950006
0.936182
0.92408
0.878758
0.78632
0
0
1
0
1
19
26
10.68
7.924917
0.730769
18
4
11
0
0
0
1
0
1
0
0.066273
3
1
0
0
1
0
0
0
1
0
0
0
0
53
0.32
0
0
0
11
0
0
0
1
0
0
0
1
0
11
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
21
12
1
45
2020_01_GB_MIN
00-0034972
A.Mattison
00-0029604
12
4
4
30
12
18
0
1.539217
0.000426
3
1
12
41
383
20.955717
0.031332
0.097561
7.5
0.950006
0.936182
0.92408
0.878758
0.78632
0
0
1
0
4
19
26
10.68
7.924917
0.730769
26
4
3
4.5
0
0
2
0
1
0
0.031307
3
1
0
0
1
0
0
0
1
0
1.914854
0
0
53
-7.68
0
0
0
30
0
0
0
4
0
0
0
4
0
30
0
0
0
0
0
4
0
0
0
0
0
4
0
0
0
0
0
21
12
1
45
2020_01_GB_MIN
00-0035006
O.Johnson
00-0029604
12
4
3
56
42
25
0
2.269651
-0.015785
10.5
0.75
12
41
383
20.955717
0.109661
0.097561
14
0.950006
0.936182
0.92408
0.878758
0.78632
0
0
1
0
4
19
26
10.68
7.924917
0.730769
16
3.5
10.5
8.333333
0
2
2
0
1
0.003066
0.068968
3
1
0
0
1
0
0
0
0.75
0.5
12.342339
0
0
45.5
-0.18
0
0
34
22
0
0
2
1
0
0
2
2
0
56
0
0
0
0
0
3
0
0
0
0
0
4
0
0
0
0
0
21
12
1
45
2020_01_GB_MIN
00-0035671
J.Sternberger
00-0023459
21
1
0
0
33
0
0
-0.932459
-0.020852
33
0
12
41
383
20.955717
0.086162
0.02439
0
0.953066
0.974283
1.044485
1.098447
1.105824
0
0
0
0
0
32
41
9.341463
13.068196
0.780488
3
1
33
0
0
0
0
0
1
0
0.065823
3
1
0
0
1
0
0
0
0
0
0
0
0
56
23.658537
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
0
21
12
1
45
2020_01_GB_MIN
00-0036322
J.Jefferson
00-0029604
12
3
2
26
10
20
0
-0.536906
-0.032487
3.333333
0.666667
12
41
383
20.955717
0.02611
0.073171
8.666667
0.950006
0.936182
0.92408
0.878758
0.78632
0
0
1
0
3
19
26
10.68
7.924917
0.730769
12.666667
3.333333
3.333333
10
0
0
1
0
1
0.004286
0.111682
3
1
0
0
1
0
0
0
0.666667
0
5.656854
1
0
51
-7.346667
0
0
9
17
0
0
1
1
0
0
2
1
0
26
0
0
0
0
0
2
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End of preview. Expand in Data Studio

NFL Wide Receiver Performance Dataset (2020)

Dataset Description

This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2020. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.

Dataset Summary

  • Season: 2020
  • 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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