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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
2016_01_BUF_BAL
00-0020337
S.Smith
00-0026158
4
8
5
19
41
12
0
-1.190828
-0.043749
5.125
0.625
3
32
246
10.121665
0.166667
0.25
2.375
0.891743
0.849321
0.93541
0.767216
0.908879
1
0
0
0
1
22
32
7.6875
2.273077
0.6875
6.625
2.625
5.125
2.4
0
0
0
0
0.75
0.011317
0.085233
2
0
0
0
1
84
44
8
0.5
0
2.48998
0
0
60.375
-2.5625
9
10
0
0
2
2
0
1
2
2
1
3
0
0
0
0
19
0
0
0
0
0
4
1
0
0
0
0
7
1
0
3
4
3
44.5
2016_01_BUF_BAL
00-0024217
R.Bush
00-0028118
3
1
0
0
-1
0
0
-0.387736
-0.011288
-1
0
3
32
246
10.121665
-0.004065
0.03125
0
1.006749
1.024181
0.962728
1.130634
0.809528
0
0
0
0
0
15
22
5.909091
1.218867
0.681818
0
2
-1
0
0
0
0
0
0
0
0.028379
2
0
0
0
1
84
44
8
0
0
0
0
0
34
-6.909091
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
3
4
3
44.5
2016_01_BUF_BAL
00-0026373
J.Forsett
00-0026158
4
2
2
15
-3
18
0
1.717308
0.047413
-1.5
1
3
32
246
10.121665
-0.012195
0.0625
7.5
0.891743
0.849321
0.93541
0.767216
0.908879
0
0
1
0
0
22
32
7.6875
2.273077
0.6875
5
1.5
-1.5
9
0
0
2
0
0.5
0.004741
0.057112
2
0
0
0
1
84
44
8
1
0
3.535534
0
1
76
-9.1875
5
10
0
0
1
1
0
0
1
1
0
0
0
0
0
0
15
0
0
0
0
0
2
0
0
0
0
0
2
0
0
3
4
3
44.5
2016_01_BUF_BAL
00-0026901
M.Wallace
00-0026158
4
6
3
91
93
38
1
7.555611
0.187629
15.5
0.5
3
32
246
10.121665
0.378049
0.1875
15.166667
0.891743
0.849321
0.93541
0.767216
0.908879
0
0
2
0
2
22
32
7.6875
2.273077
0.6875
7.166667
2.5
15.5
12.666667
0.166667
1
3
0
0.833333
0.014142
0.093403
2
0
0
0
1
84
44
8
0.5
0.166667
31.085902
2
0
56.333333
7.8125
16
66
0
9
1
1
0
1
1
3
0
2
0
0
0
16
66
9
0
0
0
1
1
1
0
0
0
1
3
2
0
3
4
3
44.5
2016_01_BUF_BAL
00-0027029
L.McCoy
00-0028118
3
4
4
12
-10
22
0
-1.381742
-0.052356
-2.5
1
3
32
246
10.121665
-0.04065
0.125
3
1.006749
1.024181
0.962728
1.130634
0.809528
0
0
0
0
0
15
22
5.909091
1.218867
0.681818
0
1.25
-2.5
5.5
0
0
0
0
0
0.004667
0.062779
2
0
0
0
1
84
44
8
1
0
1.825742
1
0
63.5
-8.409091
8
4
0
0
3
1
0
0
3
1
0
0
0
0
5
7
0
0
0
0
2
2
0
0
0
0
2
2
0
0
0
3
4
3
44.5
2016_01_BUF_BAL
00-0027714
D.Pitta
00-0026158
4
4
3
39
41
5
0
1.929055
0.056149
10.25
0.75
3
32
246
10.121665
0.166667
0.125
9.75
0.891743
0.849321
0.93541
0.767216
0.908879
0
0
2
0
1
22
32
7.6875
2.273077
0.6875
10
2.75
10.25
1.666667
0
1
2
0
1
0.002073
0.122978
2
0
0
0
1
84
44
8
0.75
0.25
12.165525
1
1
49
2.5625
0
7
5
27
0
1
1
1
0
2
1
1
0
0
0
0
12
27
0
0
0
0
2
1
0
0
0
0
3
1
0
3
4
3
44.5
2016_01_BUF_BAL
00-0028050
G.Salas
00-0028118
3
1
0
0
19
0
0
-0.488913
-0.016522
19
0
3
32
246
10.121665
0.077236
0.03125
0
1.006749
1.024181
0.962728
1.130634
0.809528
0
0
0
0
0
15
22
5.909091
1.218867
0.681818
0
2
19
0
0
0
0
0
0
0
0.069132
2
0
0
0
1
84
44
8
0
0
0
0
0
64
13.090909
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
3
4
3
44.5
2016_01_BUF_BAL
00-0028112
C.Clay
00-0028118
3
3
2
40
31
13
0
1.800518
0.053424
10.333333
0.666667
3
32
246
10.121665
0.126016
0.09375
13.333333
1.006749
1.024181
0.962728
1.130634
0.809528
0
0
3
0
1
15
22
5.909091
1.218867
0.681818
2.333333
2.333333
10.333333
6.5
0
1
1
0
0.333333
0.021423
0.071654
2
0
0
0
1
84
44
8
0.666667
0.333333
18.384776
0
1
45.333333
4.424242
0
33
7
0
0
1
1
0
1
1
1
0
0
33
7
0
0
0
0
1
1
0
0
0
0
1
1
1
0
0
0
3
4
3
44.5
2016_01_BUF_BAL
00-0028497
K.Aiken
00-0026158
4
2
2
14
13
1
0
-0.07468
0.032436
6.5
1
3
32
246
10.121665
0.052846
0.0625
7
0.891743
0.849321
0.93541
0.767216
0.908879
0
0
0
0
1
22
32
7.6875
2.273077
0.6875
5
2
6.5
0.5
0
0
1
0
0.5
0.014895
0.049953
2
0
0
0
1
84
44
8
0.5
0
12.727922
0
0
44
-1.1875
16
0
-2
0
1
0
1
0
1
0
1
0
0
0
0
0
16
-2
0
0
0
0
1
1
0
0
0
0
1
1
0
3
4
3
44.5
2016_01_BUF_BAL
00-0029892
K.Juszczyk
00-0026158
4
3
2
21
9
14
0
1.322673
0.043585
3
0.666667
3
32
246
10.121665
0.036585
0.09375
7
0.891743
0.849321
0.93541
0.767216
0.908879
0
0
0
0
0
22
32
7.6875
2.273077
0.6875
4.333333
2
3
7
0
0
1
0
0.666667
0.009046
0.045359
2
0
0
0
1
84
44
8
0.666667
0
2.12132
1
0
79.333333
-4.6875
9
0
12
0
1
0
1
0
1
1
1
0
0
0
0
0
21
0
0
0
0
0
2
0
0
0
0
0
3
0
0
3
4
3
44.5
2016_01_BUF_BAL
00-0030431
R.Woods
00-0028118
3
5
4
20
29
0
0
0.479475
0.001945
5.8
0.8
3
32
246
10.121665
0.117886
0.15625
4
1.006749
1.024181
0.962728
1.130634
0.809528
0
0
2
0
2
15
22
5.909091
1.218867
0.681818
5.6
3
5.8
0
0
0
1
0
0.8
0.021344
0.118544
2
0
0
0
1
84
44
8
0.8
0
3.366502
1
1
48
-0.109091
0
6
5
9
0
1
2
1
0
1
3
1
0
15
5
0
0
0
0
2
2
0
0
0
0
2
3
0
0
0
0
3
4
3
44.5
2016_01_BUF_BAL
00-0030433
M.Gillislee
00-0028118
3
1
1
-4
-4
0
0
-1.374502
-0.028842
-4
1
3
32
246
10.121665
-0.01626
0.03125
-4
1.006749
1.024181
0.962728
1.130634
0.809528
0
0
1
0
0
15
22
5.909091
1.218867
0.681818
0
1
-4
0
0
0
0
0
0
0
0.022418
2
0
0
0
1
84
44
8
0
0
0
0
0
72
-9.909091
-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
0
0
3
4
3
44.5
2016_01_BUF_BAL
00-0030992
C.Gillmore
00-0026158
4
1
1
5
4
1
0
-0.028964
-0.008264
4
1
3
32
246
10.121665
0.01626
0.03125
5
0.891743
0.849321
0.93541
0.767216
0.908879
0
0
0
0
0
22
32
7.6875
2.273077
0.6875
0
1
4
1
0
0
0
0
0
0
0.044254
2
0
0
0
1
84
44
8
1
0
0
0
0
54
-3.6875
5
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
5
0
0
0
0
0
1
0
0
0
0
0
1
0
0
3
4
3
44.5
2016_01_BUF_BAL
00-0031325
S.Watkins
00-0028118
3
6
4
43
61
7
0
3.361207
0.100029
10.166667
0.666667
3
32
246
10.121665
0.247967
0.1875
7.166667
1.006749
1.024181
0.962728
1.130634
0.809528
0
0
1
0
2
15
22
5.909091
1.218867
0.681818
4.666667
3
10.166667
1.75
0
0
3
0
0.666667
0.007336
0.065474
2
0
0
0
1
84
44
8
0.666667
0
6.020797
2
1
67.833333
4.257576
5
8
30
0
1
1
2
0
1
1
2
2
0
8
35
0
0
0
0
1
3
0
0
0
0
2
4
0
0
0
0
3
4
3
44.5
2016_01_BUF_BAL
00-0031375
T.West
00-0026158
4
2
2
6
1
5
0
-2.983275
-0.104077
0.5
1
3
32
246
10.121665
0.004065
0.0625
3
0.891743
0.849321
0.93541
0.767216
0.908879
0
0
0
1
1
22
32
7.6875
2.273077
0.6875
10
3
0.5
2.5
0
0
0
0
1
0.000787
0.036231
2
0
0
0
1
84
44
8
0.5
0
4.242641
0
0
46.5
-7.1875
0
0
6
0
0
0
2
0
0
0
2
0
0
0
0
0
0
6
0
0
0
0
1
1
0
0
0
0
1
1
0
3
4
3
44.5
2016_01_BUF_BAL
00-0032054
B.Perriman
00-0026158
4
2
1
35
43
0
0
2.402219
0.027491
21.5
0.5
3
32
246
10.121665
0.174797
0.0625
17.5
0.891743
0.849321
0.93541
0.767216
0.908879
0
0
0
0
0
22
32
7.6875
2.273077
0.6875
0
1
21.5
0
0
1
1
0
0
0.003621
0.055334
2
0
0
0
1
84
44
8
0.5
0.5
0
2
0
61.5
13.8125
35
0
0
0
1
0
0
0
2
0
0
0
0
0
0
35
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
3
4
3
44.5
2016_01_BUF_BAL
00-0032117
N.O'Leary
00-0028118
3
1
0
0
5
0
0
-0.472609
-0.024303
5
0
3
32
246
10.121665
0.020325
0.03125
0
1.006749
1.024181
0.962728
1.130634
0.809528
0
0
0
0
0
15
22
5.909091
1.218867
0.681818
7
3
5
0
0
0
0
0
1
0
0.020133
2
0
0
0
1
84
44
8
0
0
0
0
0
58
-0.909091
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
1
0
0
0
0
3
4
3
44.5
2016_01_BUF_BAL
00-0032398
C.Moore
00-0026158
4
2
1
13
4
10
0
-0.527454
-0.015112
2
0.5
3
32
246
10.121665
0.01626
0.0625
6.5
0.891743
0.849321
0.93541
0.767216
0.908879
0
0
1
0
0
22
32
7.6875
2.273077
0.6875
10
3.5
2
10
0
0
1
0
1
0.000043
0.04431
2
0
0
0
1
84
44
8
0.5
0
0
1
0
65.5
-5.6875
0
0
0
13
0
0
0
1
0
0
1
1
0
0
0
0
13
0
0
0
0
0
1
0
0
0
0
0
2
0
0
3
4
3
44.5
2016_01_CAR_DEN
00-0025396
T.Ginn
00-0027939
10
1
1
5
5
0
0
0.393451
0.080838
5
1
5
31
249
4.863992
0.02008
0.032258
5
0.957208
0.849321
0.780524
0.524937
-0.570149
0
0
0
0
0
18
31
8.032258
-3.896268
0.580645
20
4
5
0
0
0
0
0
1
0
0.07876
2
0
0
0
1
85
12
10
1
0
0
1
0
37
-3.032258
0
0
0
5
0
0
0
1
0
0
0
1
0
0
0
5
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0025418
G.Olsen
00-0027939
10
9
7
73
80
27
0
5.512821
0.254336
8.888889
0.777778
5
31
249
4.863992
0.321285
0.290323
8.111111
0.957208
0.849321
0.780524
0.524937
-0.570149
2
0
3
0
1
18
31
8.032258
-3.896268
0.580645
12.111111
2.777778
8.888889
3.857143
0
0
5
0
0.888889
0.022241
0.089695
2
0
0
0
1
85
12
10
0.666667
0
5.96817
3
1
40.111111
0.856631
0
35
0
38
0
4
0
3
1
4
0
4
0
0
26
12
28
7
0
0
2
1
3
1
0
0
3
1
4
1
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0026069
M.Tolbert
00-0027939
10
1
1
1
-3
4
0
-1.349548
-0.020967
-3
1
5
31
249
4.863992
-0.012048
0.032258
1
0.957208
0.849321
0.780524
0.524937
-0.570149
0
0
1
0
0
18
31
8.032258
-3.896268
0.580645
7
1
-3
4
0
0
0
0
1
0
0.025261
2
0
0
0
1
85
12
10
1
0
0
0
1
60
-11.032258
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0026153
J.Stewart
00-0027939
10
1
0
0
6
0
0
-0.477274
-0.017212
6
0
5
31
249
4.863992
0.024096
0.032258
0
0.957208
0.849321
0.780524
0.524937
-0.570149
0
0
0
0
1
18
31
8.032258
-3.896268
0.580645
17
3
6
0
0
0
0
0
1
0
0.024694
2
0
0
0
1
85
12
10
0
0
0
0
0
61
-2.032258
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
10
5
-3
40.5
2016_01_CAR_DEN
00-0026739
J.Norwood
00-0032156
5
1
0
0
8
0
0
-0.85683
-0.034636
8
0
5
31
249
4.863992
0.032129
0.032258
0
1.079292
1.135203
1.112491
1.090254
1.323263
0
0
1
0
0
18
26
4.807692
1.467315
0.692308
7
2
8
0
0
0
0
0
1
0
0.048879
2
0
0
0
1
85
12
10
0
0
0
0
0
72
3.192308
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
1
0
0
0
0
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0027685
E.Sanders
00-0032156
5
8
5
49
61
4
0
-6.574727
-0.137839
7.625
0.625
5
31
249
4.863992
0.24498
0.258065
6.125
1.079292
1.135203
1.112491
1.090254
1.323263
1
0
2
0
1
18
26
4.807692
1.467315
0.692308
3.5
2
7.625
0.8
0
0
3
0
0.375
0.020316
0.126459
2
0
0
0
1
85
12
10
0.625
0
4.549725
1
0
46
2.817308
19
15
9
6
2
1
1
1
4
1
2
1
0
38
11
0
0
0
0
3
2
0
0
0
0
5
3
0
0
0
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0027874
D.Thomas
00-0032156
5
6
4
48
40
20
0
2.80744
0.033761
6.666667
0.666667
5
31
249
4.863992
0.160643
0.193548
8
1.079292
1.135203
1.112491
1.090254
1.323263
1
0
1
0
1
18
26
4.807692
1.467315
0.692308
7
2.333333
6.666667
5
0
1
4
0
0.5
0.032308
0.142033
2
0
0
0
1
85
12
10
0.666667
0.166667
7.615773
0
0
53
1.858974
25
0
23
0
3
0
1
0
3
0
1
2
0
23
25
0
0
0
0
1
3
0
0
0
0
1
3
1
1
0
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0028142
V.Green
00-0032156
5
5
4
28
22
7
0
1.853929
0.03566
4.4
0.8
5
31
249
4.863992
0.088353
0.16129
5.6
1.079292
1.135203
1.112491
1.090254
1.323263
1
0
2
0
3
18
26
4.807692
1.467315
0.692308
7
2.8
4.4
1.75
0
0
2
0
0.8
0.054735
0.052365
2
0
0
0
1
85
12
10
0.6
0
6.97615
1
0
55.8
-0.407692
12
0
16
0
1
0
3
0
1
0
3
1
0
16
12
0
0
0
0
3
1
0
0
0
0
3
1
0
1
0
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0029731
F.Whittaker
00-0027939
10
1
1
4
3
1
0
-0.121074
0.024472
3
1
5
31
249
4.863992
0.012048
0.032258
4
0.957208
0.849321
0.780524
0.524937
-0.570149
0
0
0
0
0
18
31
8.032258
-3.896268
0.580645
7
2
3
1
0
0
0
0
1
0
0.049597
2
0
0
0
1
85
12
10
1
0
0
0
0
58
-5.032258
0
4
0
0
0
1
0
0
0
1
0
0
0
0
0
0
4
0
0
0
0
0
1
0
0
0
0
0
1
0
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0029854
C.Anderson
00-0032156
5
5
4
47
-2
49
1
2.758583
0.083564
-0.4
0.8
5
31
249
4.863992
-0.008032
0.16129
9.4
1.079292
1.135203
1.112491
1.090254
1.323263
0
0
0
0
2
18
26
4.807692
1.467315
0.692308
4.2
2.4
-0.4
12.25
0.2
2
2
0
0.6
0.02665
0.050117
2
0
0
0
1
85
12
10
0.6
0.4
13.841363
2
0
60.6
-5.207692
21
0
26
0
1
0
3
0
2
0
3
0
0
26
21
0
0
0
0
3
1
0
0
0
0
3
2
0
0
0
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0031102
K.Bibbs
00-0032156
5
1
1
6
-4
10
0
0.157167
0.014152
-4
1
5
31
249
4.863992
-0.016064
0.032258
6
1.079292
1.135203
1.112491
1.090254
1.323263
0
0
0
0
1
18
26
4.807692
1.467315
0.692308
7
3
-4
10
0
0
0
0
1
0
0.004446
2
0
0
0
1
85
12
10
1
0
0
0
0
40
-8.807692
0
0
6
0
0
0
1
0
0
0
1
0
0
6
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0031118
C.Brown
00-0027939
10
2
1
11
2
7
0
0.51362
0.048784
1
0.5
5
31
249
4.863992
0.008032
0.064516
5.5
0.957208
0.849321
0.780524
0.524937
-0.570149
0
0
1
0
1
18
31
8.032258
-3.896268
0.580645
17
3.5
1
7
0
0
1
0
1
0.163213
0.041267
2
0
0
0
1
85
12
10
0.5
0
0
1
0
64
-7.032258
0
0
0
11
0
0
0
1
0
0
1
1
0
0
11
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0031359
K.Benjamin
00-0027939
10
12
6
91
107
26
1
1.232556
0.014823
8.916667
0.5
5
31
249
4.863992
0.429719
0.387097
7.583333
0.957208
0.849321
0.780524
0.524937
-0.570149
1
0
4
0
2
18
31
8.032258
-3.896268
0.580645
10.25
2.333333
8.916667
4.333333
0.083333
0
5
0
0.833333
0.022258
0.104672
2
0
0
0
1
85
12
10
0.5
0
1.47196
2
1
58.5
0.884409
31
31
13
16
2
2
1
1
3
5
1
3
0
0
16
15
31
29
0
0
1
1
2
2
0
0
2
1
6
3
0
10
5
-3
40.5
2016_01_CAR_DEN
00-0032055
D.Funchess
00-0027939
10
4
1
9
49
0
0
-0.84056
-0.08557
12.25
0.25
5
31
249
4.863992
0.196787
0.129032
2.25
0.957208
0.849321
0.780524
0.524937
-0.570149
1
0
2
0
1
18
31
8.032258
-3.896268
0.580645
15.25
3.25
12.25
0
0
0
1
0
1
0.030989
0.048084
2
0
0
0
1
85
12
10
0.25
0
0
0
2
51.25
4.217742
0
9
0
0
0
1
0
0
0
1
1
2
0
0
0
0
9
0
0
0
0
0
1
0
0
0
0
2
1
1
0
10
5
-3
40.5
2016_01_CHI_HOU
00-0026182
E.Royal
00-0024226
13
6
4
57
67
5
1
6.493938
0.16773
11.166667
0.666667
6
28
304
2.705303
0.220395
0.214286
9.5
0.943643
0.875843
0.839497
0.825542
0.249081
1
0
3
0
3
16
28
10.857143
-1.163948
0.571429
10.5
3
11.166667
1.25
0.166667
0
3
0
0.833333
0.0585
0.071069
4
0
0
0
1
84
61
3
0.666667
0
6.184658
0
1
56.5
0.309524
13
19
0
25
1
1
0
2
1
1
1
3
0
25
32
0
0
0
0
2
2
0
0
0
0
3
2
0
1
0
0
13
6
5.5
43
2016_01_CHI_HOU
00-0027125
Z.Miller
00-0024226
13
4
3
14
15
8
0
0.790413
0.030746
3.75
0.75
6
28
304
2.705303
0.049342
0.142857
3.5
0.943643
0.875843
0.839497
0.825542
0.249081
0
0
2
0
2
16
28
10.857143
-1.163948
0.571429
10.5
3
3.75
2.666667
0
0
1
0
1
0.101849
0.091654
4
0
0
0
1
84
61
3
0.75
0
0.57735
1
0
69
-7.107143
0
9
0
5
0
2
0
1
0
2
0
2
0
5
0
9
0
0
0
1
0
2
0
0
0
2
0
2
0
0
0
13
6
5.5
43
2016_01_CHI_HOU
00-0027215
L.Paulsen
00-0024226
13
1
0
0
-1
0
0
-0.705869
-0.017836
-1
0
6
28
304
2.705303
-0.003289
0.035714
0
0.943643
0.875843
0.839497
0.825542
0.249081
0
0
0
0
1
16
28
10.857143
-1.163948
0.571429
7
1
-1
0
0
0
0
0
1
0
0.020804
4
0
0
0
1
84
61
3
0
0
0
0
0
36
-11.857143
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
13
6
5.5
43
2016_01_CHI_HOU
00-0029137
A.Jeffery
00-0024226
13
6
4
105
133
15
0
3.482644
0.196792
22.166667
0.666667
6
28
304
2.705303
0.4375
0.214286
17.5
0.943643
0.875843
0.839497
0.825542
0.249081
0
0
1
0
0
16
28
10.857143
-1.163948
0.571429
7
2
22.166667
3.75
0
2
4
0
0.666667
0.004148
0.08666
4
0
0
0
1
84
61
3
0.666667
0.333333
20.758532
0
1
72.5
11.309524
35
70
0
0
2
2
0
0
2
2
2
0
0
0
105
0
0
0
0
0
4
0
0
0
0
0
4
2
0
0
0
13
6
5.5
43
2016_01_CHI_HOU
00-0029615
L.Miller
00-0029682
6
4
4
11
7
4
0
-1.207154
-0.038171
1.75
1
6
28
304
2.705303
0.023026
0.142857
2.75
0.923591
0.949241
0.933702
0.888355
1.401019
0
0
0
0
0
22
35
11.457143
2.352901
0.628571
4
1.75
1.75
1
0
0
0
0
0.5
0.015591
0.057153
4
0
0
0
1
84
61
3
0.75
0
5.85235
1
0
66.75
-9.707143
0
5
6
0
2
1
1
0
2
1
1
0
0
0
0
-1
12
0
0
0
0
2
2
0
0
0
0
2
2
0
0
13
6
5.5
43
2016_01_CHI_HOU
00-0030108
R.Griffin
00-0029682
6
2
2
17
15
2
0
1.137024
0.02621
7.5
1
6
28
304
2.705303
0.049342
0.071429
8.5
0.923591
0.949241
0.933702
0.888355
1.401019
0
0
1
0
1
22
35
11.457143
2.352901
0.628571
11.5
2.5
7.5
1
0
0
1
0
0.5
0.189829
0.085087
4
0
0
0
1
84
61
3
1
0
4.949747
1
1
56.5
-3.957143
5
0
0
12
1
0
0
1
1
0
0
1
0
0
0
5
0
12
0
0
0
1
0
1
0
0
0
1
0
1
0
13
6
5.5
43
2016_01_CHI_HOU
00-0030564
D.Hopkins
00-0029682
6
8
5
54
92
0
1
0.10612
-0.006852
11.5
0.625
6
28
304
2.705303
0.302632
0.285714
6.75
0.923591
0.949241
0.933702
0.888355
1.401019
1
0
4
0
1
22
35
11.457143
2.352901
0.628571
8.125
2.375
11.5
0
0.125
1
4
0
0.75
0.028309
0.120206
4
0
0
0
1
84
61
3
0.625
0.125
8.01249
1
2
50.25
0.042857
5
32
17
0
1
2
2
0
2
2
3
1
0
0
0
28
26
0
0
0
0
3
2
0
0
0
0
3
4
1
0
13
6
5.5
43
2016_01_CHI_HOU
00-0031302
C.Fiedorowicz
00-0029682
6
2
1
6
7
2
0
-0.297472
-0.041886
3.5
0.5
6
28
304
2.705303
0.023026
0.071429
3
0.923591
0.949241
0.933702
0.888355
1.401019
0
0
0
0
0
22
35
11.457143
2.352901
0.628571
1.5
1.5
3.5
2
0
0
1
0
0.5
0.011446
0.084506
4
0
0
0
1
84
61
3
0.5
0
0
0
0
54
-7.957143
6
0
0
0
1
0
0
0
1
1
0
0
0
0
0
0
6
0
0
0
0
0
1
0
0
0
0
0
2
0
0
13
6
5.5
43
2016_01_CHI_HOU
00-0031545
K.White
00-0024226
13
7
3
34
89
7
0
-6.471215
-0.178767
12.714286
0.428571
6
28
304
2.705303
0.292763
0.25
4.857143
0.943643
0.875843
0.839497
0.825542
0.249081
0
0
3
1
4
16
28
10.857143
-1.163948
0.571429
11
2.857143
12.714286
2.333333
0
0
2
0
1
0.10595
0.151912
4
0
0
0
1
84
61
3
0.428571
0
7.094599
0
2
67.142857
1.857143
5
0
0
29
1
0
0
2
1
2
1
3
0
29
0
0
5
0
0
2
0
0
1
0
0
3
1
2
1
0
0
13
6
5.5
43
2016_01_CHI_HOU
00-0031569
J.Langford
00-0024226
13
4
2
6
1
6
0
-0.884608
-0.030298
0.25
0.5
6
28
304
2.705303
0.003289
0.142857
1.5
0.943643
0.875843
0.839497
0.825542
0.249081
0
0
0
0
2
16
28
10.857143
-1.163948
0.571429
12.25
3.25
0.25
3
0
0
0
0
1
0.069625
0.043837
4
0
0
0
1
84
61
3
0.5
0
2.828427
3
0
67
-10.607143
0
5
0
1
0
1
0
1
0
1
1
2
0
1
5
0
0
0
0
1
1
0
0
0
0
2
2
0
0
0
0
13
6
5.5
43
2016_01_CHI_HOU
00-0032404
T.Ervin
00-0029682
6
2
1
5
8
1
0
-0.871437
-0.040447
4
0.5
6
28
304
2.705303
0.026316
0.071429
2.5
0.923591
0.949241
0.933702
0.888355
1.401019
1
0
1
0
0
22
35
11.457143
2.352901
0.628571
0
2
4
1
0
0
0
0
0
0.000005
0.016831
4
0
0
0
1
84
61
3
0.5
0
0
0
0
15.5
-7.457143
0
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
0
2
0
0
0
13
6
5.5
43
2016_01_CHI_HOU
00-0032725
S.Anderson
00-0029682
6
3
3
25
15
10
0
2.308653
0.102424
5
1
6
28
304
2.705303
0.049342
0.107143
8.333333
0.923591
0.949241
0.933702
0.888355
1.401019
1
0
1
0
0
22
35
11.457143
2.352901
0.628571
7.666667
2.666667
5
3.333333
0
0
1
0
0.666667
0.007595
0.025357
4
0
0
0
1
84
61
3
1
0
3.511885
2
1
47.333333
-6.457143
12
0
13
0
1
0
2
0
1
0
2
0
0
0
0
20
5
0
0
0
0
2
1
0
0
0
0
2
1
0
0
13
6
5.5
43
2016_01_CHI_HOU
00-0033069
B.Miller
00-0029682
6
3
1
6
15
2
0
-0.771434
-0.025714
5
0.333333
6
28
304
2.705303
0.049342
0.107143
2
0.923591
0.949241
0.933702
0.888355
1.401019
2
0
2
0
0
22
35
11.457143
2.352901
0.628571
7.666667
2.666667
5
2
0
0
1
0
1
0.005191
0.048936
4
0
0
0
1
84
61
3
0.333333
0
0
0
0
26
-6.457143
0
6
0
0
0
1
0
0
0
1
2
0
0
0
0
6
0
0
0
0
0
1
0
0
0
0
0
1
2
0
0
13
6
5.5
43
2016_01_CHI_HOU
00-0033127
W.Fuller
00-0029682
6
11
5
107
242
48
1
6.889804
0.255988
22
0.454545
6
28
304
2.705303
0.796053
0.392857
9.727273
0.923591
0.949241
0.933702
0.888355
1.401019
3
0
5
0
3
22
35
11.457143
2.352901
0.628571
12.272727
3.090909
22
9.6
0.090909
3
4
0
0.818182
0.046077
0.082774
4
0
0
0
1
84
61
3
0.454545
0.272727
10.454664
1
1
42.909091
10.542857
0
7
47
53
0
1
2
2
1
2
3
5
0
0
0
7
65
35
0
0
0
1
3
1
0
0
0
3
5
3
0
13
6
5.5
43
2016_01_CIN_NYJ
00-0024334
B.Marshall
00-0023682
7
8
3
32
84
7
0
0.697328
-0.038438
10.5
0.375
7
30
244
17.834275
0.344262
0.266667
4
1.03152
1.038059
0.971997
0.888355
0.913271
3
0
1
0
2
19
34
5.882353
-9.438224
0.558824
10.875
2.25
10.5
2.333333
0
0
2
0
0.75
0.019908
0.097911
4
0
0
0
1
79
0
17
0.375
0
7.023769
1
0
44.875
4.617647
18
0
10
4
1
0
1
1
4
0
2
2
0
0
0
18
14
0
0
0
0
1
2
0
0
0
1
1
4
2
0
25
7
1
42
2016_01_CIN_NYJ
00-0026184
M.Forte
00-0023682
7
7
5
59
-7
67
0
2.113168
0.036663
-1
0.714286
7
30
244
17.834275
-0.028689
0.233333
8.428571
1.03152
1.038059
0.971997
0.888355
0.913271
0
0
0
0
1
19
34
5.882353
-9.438224
0.558824
7.571429
1.857143
-1
13.4
0
1
3
0
0.714286
0.00822
0.04556
4
0
0
0
1
79
0
17
0.571429
0.142857
9.121403
5
0
54.857143
-6.882353
34
0
25
0
2
1
2
0
3
2
2
0
0
0
0
0
35
24
0
0
0
0
4
1
0
0
0
1
5
1
0
25
7
1
42
2016_01_CIN_NYJ
00-0027681
B.LaFell
00-0027973
25
4
4
91
49
42
0
8.50614
0.304482
12.25
1
7
30
244
17.834275
0.20082
0.133333
22.75
0.962516
0.963119
0.990047
1.211394
1.39921
0
0
2
0
1
23
30
8.133333
10.996574
0.766667
9
2.25
12.25
10.5
0
2
3
0
1
0.000512
0.107808
4
0
0
0
1
79
0
17
1
0.5
18.553975
0
0
75.25
4.116667
0
42
49
0
0
3
1
0
0
3
1
0
0
0
91
0
0
0
0
0
4
0
0
0
0
0
4
0
0
0
0
25
7
1
42
2016_01_CIN_NYJ
00-0027690
E.Decker
00-0023682
7
7
2
37
85
5
1
-1.974211
-0.20159
12.142857
0.285714
7
30
244
17.834275
0.348361
0.233333
5.285714
1.03152
1.038059
0.971997
0.888355
0.913271
2
0
3
0
0
19
34
5.882353
-9.438224
0.558824
15.571429
3.285714
12.142857
2.5
0.142857
1
2
0
1
0.020787
0.046106
4
0
0
0
1
79
0
17
0.285714
0.142857
4.949747
2
1
43.571429
6.260504
0
15
0
22
0
1
0
1
0
2
1
4
0
0
0
0
37
0
0
0
0
0
2
0
0
2
0
0
5
0
0
25
7
1
42
2016_01_CIN_NYJ
00-0027942
A.Green
00-0027973
25
13
12
180
121
69
1
11.920325
0.447688
9.307692
0.923077
7
30
244
17.834275
0.495902
0.433333
13.846154
0.962516
0.963119
0.990047
1.211394
1.39921
3
0
2
0
1
23
30
8.133333
10.996574
0.766667
11.692308
2.769231
9.307692
5.75
0.076923
3
6
0
0.846154
0.011488
0.123262
4
0
0
0
1
79
0
17
0.846154
0.230769
15.695975
2
0
55.615385
1.174359
23
64
35
58
2
4
2
4
2
4
2
5
0
0
123
25
32
0
0
0
8
3
1
0
0
0
8
3
2
0
0
25
7
1
42
2016_01_CIN_NYJ
00-0028064
B.Powell
00-0023682
7
4
2
7
7
5
0
-3.285794
-0.054281
1.75
0.5
7
30
244
17.834275
0.028689
0.133333
1.75
1.03152
1.038059
0.971997
0.888355
0.913271
1
0
4
0
2
19
34
5.882353
-9.438224
0.558824
10.75
2
1.75
2.5
0
0
1
0
1
0.004928
0.112953
4
0
0
0
1
79
0
17
0.25
0
4.949747
0
3
41.25
-4.132353
0
7
0
0
1
1
0
0
1
2
1
0
0
0
0
0
7
0
0
0
0
0
1
1
0
0
0
0
3
1
0
25
7
1
42
2016_01_CIN_NYJ
00-0030456
G.Bernard
00-0027973
25
4
2
5
-1
5
0
-2.930184
-0.117692
-0.25
0.5
7
30
244
17.834275
-0.004098
0.133333
1.25
0.962516
0.963119
0.990047
1.211394
1.39921
1
0
2
0
0
23
30
8.133333
10.996574
0.766667
11.5
2.5
-0.25
2.5
0
0
0
0
1
0.000486
0.075913
4
0
0
0
1
79
0
17
0.5
0
2.12132
2
0
61.75
-8.383333
0
1
4
0
0
1
1
0
0
2
2
0
0
0
5
0
0
0
0
0
2
0
0
0
0
0
4
0
0
0
0
25
7
1
42
2016_01_CIN_NYJ
00-0031023
Q.Enunwa
00-0023682
7
8
7
54
31
25
1
3.06176
0.072125
3.875
0.875
7
30
244
17.834275
0.127049
0.266667
6.75
1.03152
1.038059
0.971997
0.888355
0.913271
1
0
1
0
3
19
34
5.882353
-9.438224
0.558824
10.125
2
3.875
3.571429
0.125
1
3
0
0.75
0.013981
0.088368
4
0
0
0
1
79
0
17
0.625
0.125
9.141741
2
1
43.375
-2.007353
35
2
0
17
3
2
1
1
3
3
1
1
0
0
0
17
38
-1
0
0
0
2
4
1
0
0
0
2
5
1
0
25
7
1
42
2016_01_CIN_NYJ
00-0031291
J.Wright
00-0027973
25
1
1
7
-1
8
0
0.749093
0.044101
-1
1
7
30
244
17.834275
-0.004098
0.033333
7
0.962516
0.963119
0.990047
1.211394
1.39921
0
0
0
0
0
23
30
8.133333
10.996574
0.766667
20
4
-1
8
0
0
1
0
1
0
0.072919
4
0
0
0
1
79
0
17
1
0
0
0
0
44
-9.133333
0
0
0
7
0
0
0
1
0
0
0
1
0
0
0
7
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
25
7
1
42
2016_01_CIN_NYJ
00-0032134
C.Uzomah
00-0027973
25
5
2
59
48
37
0
1.443764
0.022575
9.6
0.4
7
30
244
17.834275
0.196721
0.166667
11.8
0.962516
0.963119
0.990047
1.211394
1.39921
2
0
1
0
2
23
30
8.133333
10.996574
0.766667
2
1.2
9.6
18.5
0
1
1
0
0.2
0.001722
0.051446
4
0
0
0
1
79
0
17
0.4
0.2
34.648232
1
1
47.4
1.466667
54
5
0
0
1
1
0
0
4
1
0
0
0
0
59
0
0
0
0
0
2
0
0
0
0
0
5
0
0
0
0
25
7
1
42
2016_01_CIN_NYJ
00-0033009
T.Boyd
00-0027973
25
3
2
24
28
14
0
-1.854862
0.016311
9.333333
0.666667
7
30
244
17.834275
0.114754
0.1
8
0.962516
0.963119
0.990047
1.211394
1.39921
1
0
2
0
1
23
30
8.133333
10.996574
0.766667
6.666667
1.666667
9.333333
7
0
0
1
0
0.666667
0.001653
0.056608
4
0
0
0
1
79
0
17
0.666667
0
2.828427
0
0
46.666667
1.2
0
24
0
0
0
2
0
0
1
2
0
0
0
0
24
0
0
0
0
0
2
0
0
0
0
0
3
0
0
0
0
25
7
1
42
2016_01_CLE_PHI
00-0023564
D.Sproles
00-0032950
8
5
2
24
-9
36
0
-1.889005
-0.046133
-1.8
0.4
8
26
287
-6.894189
-0.031359
0.192308
4.8
0.950131
0.963119
1.017853
1.453672
1.922354
2
0
2
0
1
22
37
6.72973
-2.234098
0.594595
13
2.6
-1.8
18
0
0
1
0
1
0.01138
0.076836
2
0
0
0
1
85
42
14
0.4
0
4.242641
2
0
36.8
-8.52973
0
15
0
9
0
1
0
1
0
3
1
1
0
0
0
0
15
9
0
0
0
0
1
1
0
0
0
0
3
2
0
26
8
3.5
41
2016_01_CLE_PHI
00-0025549
B.Celek
00-0032950
8
1
1
11
0
11
0
0.675012
0.047929
0
1
8
26
287
-6.894189
0
0.038462
11
0.950131
0.963119
1.017853
1.453672
1.922354
0
0
0
0
0
22
37
6.72973
-2.234098
0.594595
0
1
0
11
0
0
1
0
0
0
0.037076
2
0
0
0
1
85
42
14
1
0
0
0
0
49
-6.72973
11
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
11
0
0
0
0
0
1
0
0
0
0
0
1
0
0
26
8
3.5
41
2016_01_CLE_PHI
00-0026281
G.Barnidge
00-0029665
26
2
0
0
12
0
0
-2.044738
-0.034055
6
0
8
26
287
-6.894189
0.041812
0.076923
0
0.955439
0.924261
0.985168
1.009495
0.620103
0
0
1
0
0
12
26
11.038462
-11.63317
0.461538
0
1.5
6
0
0
0
0
0
0
0.000015
0.059722
2
0
0
0
1
85
42
14
0
0
0
0
1
67
-5.038462
0
0
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
0
0
0
26
8
3.5
41
2016_01_CLE_PHI
00-0027918
A.Hawkins
00-0029665
26
3
0
0
30
0
0
-4.987137
-0.081544
10
0
8
26
287
-6.894189
0.10453
0.115385
0
0.955439
0.924261
0.985168
1.009495
0.620103
2
0
1
1
1
12
26
11.038462
-11.63317
0.461538
5.666667
3
10
0
0
0
0
0
0.666667
0.028707
0.05074
2
0
0
0
1
85
42
14
0
0
0
1
0
36.666667
-1.038462
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1
0
0
0
0
26
8
3.5
41
2016_01_CLE_PHI
00-0028825
T.Pryor
00-0029665
26
7
3
68
122
5
0
1.427946
0.046692
17.428571
0.428571
8
26
287
-6.894189
0.425087
0.269231
9.714286
0.955439
0.924261
0.985168
1.009495
0.620103
1
0
1
0
5
12
26
11.038462
-11.63317
0.461538
6.285714
2.857143
17.428571
1.666667
0
1
3
0
0.714286
0.02048
0.136092
2
0
0
0
1
85
42
14
0.428571
0.142857
18.502252
2
0
67
6.39011
0
68
0
0
0
3
0
0
0
3
2
2
0
55
13
0
0
0
0
2
1
0
0
0
0
5
2
0
0
0
0
26
8
3.5
41
2016_01_CLE_PHI
00-0030061
Z.Ertz
00-0032950
8
7
6
58
40
18
0
4.611437
0.145612
5.714286
0.857143
8
26
287
-6.894189
0.139373
0.269231
8.285714
0.950131
0.963119
1.017853
1.453672
1.922354
0
0
2
1
2
22
37
6.72973
-2.234098
0.594595
11.714286
2.428571
5.714286
3
0
0
4
0
0.714286
0.024677
0.146218
2
0
0
0
1
85
42
14
0.857143
0
4.802777
2
0
53
-1.015444
27
5
26
0
2
1
3
0
2
1
3
1
0
0
0
0
38
20
0
0
0
0
4
2
0
0
0
0
4
3
0
26
8
3.5
41
2016_01_CLE_PHI
00-0030656
I.Crowell
00-0029665
26
2
2
16
2
14
0
-0.930876
-0.026193
1
1
8
26
287
-6.894189
0.006969
0.076923
8
0.955439
0.924261
0.985168
1.009495
0.620103
0
0
1
0
0
12
26
11.038462
-11.63317
0.461538
3.5
1.5
1
7
0
0
1
0
0.5
0.000093
0.04897
2
0
0
0
1
85
42
14
1
0
8.485281
1
0
67.5
-10.038462
2
14
0
0
1
1
0
0
1
1
0
0
0
14
2
0
0
0
0
1
1
0
0
0
0
1
1
0
0
0
0
26
8
3.5
41
2016_01_CLE_PHI
00-0030990
J.Huff
00-0032950
8
3
0
0
1
0
0
-2.671721
-0.054935
0.333333
0
8
26
287
-6.894189
0.003484
0.115385
0
0.950131
0.963119
1.017853
1.453672
1.922354
0
0
1
0
0
22
37
6.72973
-2.234098
0.594595
9
1.666667
0.333333
0
0
0
0
0
1
0.00174
0.044266
2
0
0
0
1
85
42
14
0
0
0
1
0
70.333333
-6.396396
0
0
0
0
0
0
0
0
2
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
0
26
8
3.5
41
2016_01_CLE_PHI
00-0031299
J.Matthews
00-0032950
8
14
7
114
153
28
1
5.507892
0.135854
10.928571
0.5
8
26
287
-6.894189
0.533101
0.538462
8.142857
0.950131
0.963119
1.017853
1.453672
1.922354
3
0
5
0
8
22
37
6.72973
-2.234098
0.594595
11.785714
2.5
10.928571
4
0.071429
2
6
0
0.857143
0.016025
0.131455
2
0
0
0
1
85
42
14
0.5
0.142857
7.273566
1
4
48.142857
4.198842
19
36
34
25
1
2
2
2
3
4
4
3
0
0
0
0
49
65
0
0
0
0
3
4
0
0
0
0
4
10
0
26
8
3.5
41
2016_01_CLE_PHI
00-0031549
N.Agholor
00-0032950
8
5
4
57
56
4
1
2.393797
0.026316
11.2
0.8
8
26
287
-6.894189
0.195122
0.192308
11.4
0.950131
0.963119
1.017853
1.453672
1.922354
0
0
1
0
2
22
37
6.72973
-2.234098
0.594595
13.4
2.6
11.2
1
0.2
1
2
0
1
0.021934
0.058844
2
0
0
0
1
85
42
14
0.8
0.2
14.127397
1
1
53.2
4.47027
0
15
35
7
0
2
1
1
0
3
1
1
0
0
0
0
15
42
0
0
0
0
2
2
0
0
0
0
3
2
0
26
8
3.5
41
2016_01_CLE_PHI
00-0032068
M.Johnson
00-0029665
26
2
2
9
-4
13
0
0.017857
-0.009567
-2
1
8
26
287
-6.894189
-0.013937
0.076923
4.5
0.955439
0.924261
0.985168
1.009495
0.620103
0
0
0
0
1
12
26
11.038462
-11.63317
0.461538
5
2.5
-2
6.5
0
0
0
0
0.5
0.035293
0.015093
2
0
0
0
1
85
42
14
1
0
2.12132
0
0
81.5
-13.038462
6
0
0
3
1
0
0
1
1
0
0
1
0
3
6
0
0
0
0
1
1
0
0
0
0
1
1
0
0
0
0
26
8
3.5
41
2016_01_CLE_PHI
00-0032218
D.Green-Beckham
00-0032950
8
2
2
14
8
6
0
0.873259
0.051589
4
1
8
26
287
-6.894189
0.027875
0.076923
7
0.950131
0.963119
1.017853
1.453672
1.922354
0
0
0
0
1
22
37
6.72973
-2.234098
0.594595
15
3
4
3
0
0
0
0
1
0.001443
0.072913
2
0
0
0
1
85
42
14
1
0
2.828427
2
0
59
-2.72973
0
0
14
0
0
0
2
0
0
0
2
0
0
0
0
0
9
5
0
0
0
0
1
1
0
0
0
0
1
1
0
26
8
3.5
41
2016_01_CLE_PHI
00-0032257
D.Johnson
00-0029665
26
5
3
28
0
28
0
1.299093
0.020378
0
0.6
8
26
287
-6.894189
0
0.192308
5.6
0.955439
0.924261
0.985168
1.009495
0.620103
0
0
2
0
2
12
26
11.038462
-11.63317
0.461538
4.8
2.2
0
9.333333
0
0
2
0
0.6
0.019678
0.107031
2
0
0
0
1
85
42
14
0.4
0
8.326664
3
0
71.6
-11.038462
0
28
0
0
1
2
0
0
1
3
0
1
0
16
12
0
0
0
0
1
2
0
0
0
0
2
3
0
0
0
0
26
8
3.5
41
2016_01_CLE_PHI
00-0032966
C.Coleman
00-0029665
26
5
2
69
125
7
0
-1.676334
-0.113632
25
0.4
8
26
287
-6.894189
0.43554
0.192308
13.8
0.955439
0.924261
0.985168
1.009495
0.620103
0
0
1
0
3
12
26
11.038462
-11.63317
0.461538
6.8
2.8
25
3.5
0
1
1
0
0.8
0.036095
0.094922
2
0
0
0
1
85
42
14
0.4
0.2
33.234019
0
0
66.2
13.961538
0
58
11
0
0
1
1
0
0
3
1
1
0
69
0
0
0
0
0
2
0
0
0
0
0
4
1
0
0
0
0
26
8
3.5
41
2016_01_DET_IND
00-0022084
A.Boldin
00-0026498
14
3
3
35
5
30
0
3.302292
0.13842
1.666667
1
11
37
191
23.482015
0.026178
0.081081
11.666667
1.013827
1.049161
1.075904
1.090254
1.533567
0
0
1
0
1
31
37
5.162162
14.341475
0.837838
11.666667
2.333333
1.666667
10
0
0
3
0
0.666667
0.02052
0.068163
4
0
0
0
1
76
46
5
1
0
7.767453
1
0
44.666667
-3.495495
18
3
0
14
1
1
0
1
1
1
0
1
0
0
0
18
17
0
0
0
0
1
2
0
0
0
0
1
2
0
0
14
11
2.5
51.5
2016_01_DET_IND
00-0023500
F.Gore
00-0029668
11
6
4
19
-8
23
0
-1.740317
-0.064308
-1.333333
0.666667
11
37
191
23.482015
-0.041885
0.162162
3.166667
0.95752
1.102387
1.000449
1.330158
1.789025
0
0
0
0
3
31
46
10
7.282755
0.673913
11.166667
2.666667
-1.333333
5.75
0
0
0
0
0.666667
0.032603
0.043967
4
0
0
0
1
76
46
5
0.666667
0
2.986079
2
0
59.833333
-11.333333
7
0
8
4
2
0
1
1
2
0
2
2
0
8
4
0
7
0
0
1
1
0
2
0
0
3
1
0
2
0
0
14
11
2.5
51.5
2016_01_DET_IND
00-0027691
A.Roberts
00-0026498
14
1
1
8
5
3
0
0.395241
-0.003188
5
1
11
37
191
23.482015
0.026178
0.027027
8
1.013827
1.049161
1.075904
1.090254
1.533567
0
0
0
0
1
31
37
5.162162
14.341475
0.837838
7
2
5
3
0
0
0
0
1
0
0.04116
4
0
0
0
1
76
46
5
1
0
0
1
0
37
-0.162162
0
8
0
0
0
1
0
0
0
1
0
0
0
0
0
0
8
0
0
0
0
0
1
0
0
0
0
0
1
0
0
14
11
2.5
51.5
2016_01_DET_IND
00-0027891
G.Tate
00-0026498
14
7
7
41
9
32
0
0.176135
0.04425
1.285714
1
11
37
191
23.482015
0.04712
0.189189
5.857143
1.013827
1.049161
1.075904
1.090254
1.533567
1
0
2
0
2
31
37
5.162162
14.341475
0.837838
14
2.285714
1.285714
4.571429
0
0
3
0
0.714286
0.022119
0.087681
4
0
0
0
1
76
46
5
1
0
3.532165
2
0
58.285714
-3.876448
20
0
11
10
3
0
3
1
3
0
3
1
0
0
0
27
5
9
0
0
0
3
2
2
0
0
0
3
2
2
0
14
11
2.5
51.5
2016_01_DET_IND
00-0029273
R.Turbin
00-0029668
11
2
2
15
4
11
0
0.402303
0.026077
2
1
11
37
191
23.482015
0.020942
0.054054
7.5
0.95752
1.102387
1.000449
1.330158
1.789025
0
0
2
0
1
31
46
10
7.282755
0.673913
5
2
2
5.5
0
0
1
0
0.5
0.051357
0.058492
4
0
0
0
1
76
46
5
1
0
6.363961
0
0
41
-8
3
0
12
0
1
0
1
0
1
0
1
0
0
12
0
3
0
0
0
1
0
1
0
0
0
1
0
1
0
0
0
14
11
2.5
51.5
2016_01_DET_IND
00-0029293
M.Jones
00-0026498
14
10
4
85
129
29
0
0.909105
0.08584
12.9
0.4
11
37
191
23.482015
0.675393
0.27027
8.5
1.013827
1.049161
1.075904
1.090254
1.533567
1
0
1
0
6
31
37
5.162162
14.341475
0.837838
13.9
2.3
12.9
7.25
0
3
3
0
0.9
0.016694
0.092947
4
0
0
0
1
76
46
5
0.4
0.3
12.203142
3
1
49.7
7.737838
0
59
4
22
0
2
1
1
2
5
1
2
0
0
0
22
27
36
0
0
0
1
1
2
0
0
0
2
2
6
0
14
11
2.5
51.5
2016_01_DET_IND
00-0029608
T.Hilton
00-0029668
11
12
6
79
129
15
0
0.547593
0.014025
10.75
0.5
11
37
191
23.482015
0.675393
0.324324
6.583333
0.95752
1.102387
1.000449
1.330158
1.789025
2
0
5
0
6
31
46
10
7.282755
0.673913
11.416667
2.666667
10.75
2.5
0
1
3
0
0.583333
0.017579
0.077821
4
0
0
0
1
76
46
5
0.416667
0.083333
10.83359
2
1
53.75
0.75
13
25
0
41
1
2
0
3
3
3
1
5
0
66
0
0
13
0
0
4
1
0
1
0
0
6
4
1
1
0
0
14
11
2.5
51.5
2016_01_DET_IND
00-0029689
D.Allen
00-0029668
11
7
4
53
63
15
1
3.766601
0.070019
10.5
0.571429
11
37
191
23.482015
0.329843
0.189189
7.571429
0.95752
1.102387
1.000449
1.330158
1.789025
2
0
2
0
3
31
46
10
7.282755
0.673913
6.714286
2.428571
9
3.75
0.142857
0
3
0
0.571429
0.00784
0.053869
4
0
0
0
1
76
46
5
0.714286
0
7.041543
1
1
36.428571
0.5
0
34
19
0
0
3
1
0
1
3
2
1
0
34
19
0
0
0
0
3
1
0
0
0
0
3
4
0
0
0
0
14
11
2.5
51.5
2016_01_DET_IND
00-0030107
T.Riddick
00-0026498
14
5
5
63
9
54
1
5.603794
0.261523
1.8
1
11
37
191
23.482015
0.04712
0.135135
12.6
1.013827
1.049161
1.075904
1.090254
1.533567
2
0
0
0
1
31
37
5.162162
14.341475
0.837838
15.2
2.4
1.8
10.8
0.2
0
4
0
0.8
0.018874
0.089696
4
0
0
0
1
76
46
5
1
0
4.159327
2
0
43.2
-3.362162
21
10
0
32
2
1
0
2
2
1
0
2
0
0
19
0
34
10
0
0
1
0
3
1
0
0
1
0
3
1
0
14
11
2.5
51.5
2016_01_DET_IND
00-0030181
J.Doyle
00-0029668
11
4
3
35
59
0
2
5.810985
0.40245
14.75
0.75
11
37
191
23.482015
0.308901
0.108108
8.75
0.95752
1.102387
1.000449
1.330158
1.789025
2
0
1
0
2
31
46
10
7.282755
0.673913
20
3.75
14.75
0
0.5
0
3
0
1
0.008907
0.068665
4
0
0
0
1
76
46
5
0.75
0
5.131601
1
1
31.75
4.75
0
0
0
35
0
0
0
3
0
0
1
3
0
13
22
0
0
0
0
1
2
0
0
0
0
1
3
0
0
0
0
14
11
2.5
51.5
2016_01_DET_IND
00-0031339
D.Moncrief
00-0029668
11
7
6
64
70
15
1
4.200131
-0.019006
10
0.857143
11
37
191
23.482015
0.366492
0.189189
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2016_01_DET_IND
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End of preview. Expand in Data Studio

NFL Wide Receiver Performance Dataset (2016)

Dataset Description

This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2016. 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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