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player_id
int64
date
timestamp[us]
market_value_in_eur
int64
log_value
float64
gap_to_prev_days
float64
value_lag_1
float64
value_lag_2
float64
value_lag_3
float64
value_lag_4
float64
value_lag_5
float64
log_value_lag_1
float64
log_value_lag_2
float64
log_value_lag_3
float64
log_value_lag_4
float64
log_value_lag_5
float64
value_diff_1
float64
value_diff_2
float64
value_diff_3
float64
log_value_career_mean
float64
log_value_career_std
float64
log_value_career_max
float64
months_since_peak
float64
consec_increases
float64
consec_decreases
float64
goals_6mo
float64
assists_6mo
float64
g_plus_a_6mo
float64
minutes_played_6mo
float64
played_6mo
float64
started_6mo
float64
full90_6mo
float64
yellow_cards_6mo
float64
red_cards_6mo
float64
weighted_goals_6mo
float64
weighted_assists_6mo
float64
weighted_minutes_6mo
float64
goals_12mo
float64
assists_12mo
float64
g_plus_a_12mo
float64
minutes_played_12mo
float64
played_12mo
float64
started_12mo
float64
full90_12mo
float64
yellow_cards_12mo
float64
red_cards_12mo
float64
weighted_goals_12mo
float64
weighted_assists_12mo
float64
weighted_minutes_12mo
float64
date_of_birth
timestamp[us]
position
large_string
sub_position
large_string
foot
large_string
height_in_cm
float64
country_of_citizenship
large_string
international_caps
float64
international_goals
float64
age
float64
has_agent
int64
career_stage
large_string
peak_age_for_position
float64
age_minus_position_peak
float64
pre_peak
int64
post_peak
int64
as_of_year
int32
as_of_month
int32
is_summer_window
int64
is_winter_window
int64
days_since_first_valuation
int64
team_goals_6mo
float64
team_assists_6mo
float64
team_minutes_6mo
float64
club_id
float64
goal_share_team_6mo
float64
assist_share_team_6mo
float64
minutes_share_team_6mo
float64
goals_6mo_zscore_vs_pos
float64
assists_6mo_zscore_vs_pos
float64
minutes_played_6mo_zscore_vs_pos
float64
cw_sum_6mo
float64
n_event_goals_6mo
float64
n_skill_goals_6mo
float64
chance_quality_index_6mo
float64
skill_goal_share_6mo
float64
goals_per_90_6mo
float64
assists_per_90_6mo
float64
transfers_to_date
float64
last_transfer_fee_eur
float64
last_transfer_market_value_eur
float64
next_value
float64
next_date
timestamp[us]
y_horizon_days
float64
y_log_ratio
float64
10
2004-10-04T00:00:00
7,000,000
15.761421
null
null
null
null
null
null
null
null
null
null
null
null
null
null
16.149534
0.33267
16.523561
null
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
26.321697
1
prime
27
-0.678303
0
0
2,004
10
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
9,000,000
2005-01-07T00:00:00
95
0.251314
10
2005-01-07T00:00:00
9,000,000
16.012735
95
7,000,000
null
null
null
null
15.761421
null
null
null
null
0.251314
null
null
13.966455
1.282152
15.068274
3.166667
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
26.581793
1
prime
27
-0.418207
0
0
2,005
1
0
1
95
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
12,000,000
2005-05-05T00:00:00
118
0.287682
10
2005-05-05T00:00:00
12,000,000
16.300417
118
9,000,000
7,000,000
null
null
null
16.012735
15.761421
null
null
null
0.287682
0.538996
null
17.168368
0.361089
17.466169
3.933333
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
26.90486
1
prime
27
-0.09514
0
0
2,005
5
0
0
213
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
15,000,000
2005-09-30T00:00:00
148
0.223144
10
2005-09-30T00:00:00
15,000,000
16.523561
148
12,000,000
9,000,000
7,000,000
null
null
16.300417
16.012735
15.761421
null
null
0.223144
0.510826
0.76214
16.300417
null
16.300417
4.933333
2
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
27.310062
1
prime
27
0.310062
0
0
2,005
9
0
0
361
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
20,000,000
2006-01-09T00:00:00
101
0.287682
10
2006-01-09T00:00:00
20,000,000
16.811243
101
15,000,000
12,000,000
9,000,000
7,000,000
null
16.523561
16.300417
16.012735
15.761421
null
0.287682
0.510826
0.798508
15.185432
0.600616
15.830414
3.366667
3
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
27.586585
1
prime
27
0.586585
0
0
2,006
1
0
1
462
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
30,000,000
2006-07-15T00:00:00
187
0.405465
10
2006-07-15T00:00:00
30,000,000
17.216708
187
20,000,000
15,000,000
12,000,000
9,000,000
7,000,000
16.811243
16.523561
16.300417
16.012735
15.761421
0.405465
0.693147
0.916291
16.051935
0.718842
16.811243
6.233333
4
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
28.098563
1
prime
27
1.098563
0
0
2,006
7
1
0
649
null
null
null
null
null
null
null
null
null
null
4.2
4
0
1.05
0
null
null
0
null
null
23,000,000
2007-06-21T00:00:00
341
-0.265703
10
2007-06-21T00:00:00
23,000,000
16.951005
341
30,000,000
20,000,000
15,000,000
12,000,000
9,000,000
17.216708
16.811243
16.523561
16.300417
16.012735
-0.265703
0.139762
0.427444
13.914381
0.485271
14.731802
11.366667
5
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
29.03217
1
aging
27
2.03217
0
1
2,007
6
1
0
990
null
null
null
null
null
null
null
null
null
null
4.2
4
0
1.05
0
null
null
0
null
null
20,000,000
2008-06-04T00:00:00
349
-0.139762
10
2008-06-04T00:00:00
20,000,000
16.811243
349
23,000,000
30,000,000
20,000,000
15,000,000
12,000,000
16.951005
17.216708
16.811243
16.523561
16.300417
-0.139762
-0.405465
0
15.387932
1.073188
16.523561
23
0
1
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
29.98768
1
aging
27
2.98768
0
1
2,008
6
1
0
1,339
null
null
null
null
null
null
null
null
null
null
4.2
4
0
1.05
0
null
null
0
null
null
18,000,000
2009-06-10T00:00:00
371
-0.105361
10
2009-06-10T00:00:00
18,000,000
16.705882
371
20,000,000
23,000,000
30,000,000
20,000,000
15,000,000
16.811243
16.951005
17.216708
16.811243
16.523561
-0.105361
-0.245122
-0.510826
12.400412
2.235325
13.981026
35.366667
0
2
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
31.003422
1
aging
27
4.003422
0
1
2,009
6
1
0
1,710
null
null
null
null
null
null
null
null
null
null
0.5
1
1
0.5
1
null
null
0
null
null
12,000,000
2009-08-30T00:00:00
81
-0.405465
10
2009-08-30T00:00:00
12,000,000
16.300417
81
18,000,000
20,000,000
23,000,000
30,000,000
20,000,000
16.705882
16.811243
16.951005
17.216708
16.811243
-0.405465
-0.510826
-0.650588
14.189518
0.678594
15.068274
38.066667
0
3
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
31.225188
1
aging
27
4.225188
0
1
2,009
8
1
0
1,791
null
null
null
null
null
null
null
null
null
null
0.5
1
1
0.5
1
null
null
0
null
null
9,000,000
2010-01-17T00:00:00
140
-0.287682
10
2010-01-17T00:00:00
9,000,000
16.012735
140
12,000,000
18,000,000
20,000,000
23,000,000
30,000,000
16.300417
16.705882
16.811243
16.951005
17.216708
-0.287682
-0.693147
-0.798508
12.804558
1.010392
13.710151
42.733333
0
4
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
31.608487
1
aging
27
4.608487
0
1
2,010
1
0
1
1,931
null
null
null
null
null
null
null
null
null
null
0.5
1
1
0.5
1
null
null
0
null
null
7,500,000
2010-05-08T00:00:00
111
-0.182322
10
2010-05-08T00:00:00
7,500,000
15.830414
111
9,000,000
12,000,000
18,000,000
20,000,000
23,000,000
16.012735
16.300417
16.705882
16.811243
16.951005
-0.182322
-0.470004
-0.875469
13.996252
0.812458
14.84513
46.433333
0
5
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
31.912389
1
aging
27
4.912389
0
1
2,010
5
0
0
2,042
null
null
null
null
null
null
null
null
null
null
0.5
1
1
0.5
1
null
null
0
null
null
7,000,000
2011-01-12T00:00:00
249
-0.068993
10
2011-01-12T00:00:00
7,000,000
15.761421
249
7,500,000
9,000,000
12,000,000
18,000,000
20,000,000
15.830414
16.012735
16.300417
16.705882
16.811243
-0.068993
-0.251314
-0.538996
14.012668
0.460046
14.508658
54.733333
0
6
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
32.594114
1
veteran
27
5.594114
0
1
2,011
1
0
1
2,291
null
null
null
null
null
null
null
null
null
null
3.4
3
0
1.133333
0
null
null
0
null
null
5,000,000
2011-06-29T00:00:00
168
-0.336472
10
2011-06-29T00:00:00
5,000,000
15.424949
168
7,000,000
7,500,000
9,000,000
12,000,000
18,000,000
15.761421
15.830414
16.012735
16.300417
16.705882
-0.336472
-0.405465
-0.587787
14.543232
0.780896
15.687313
60.333333
0
7
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
33.054073
1
veteran
27
6.054073
0
1
2,011
6
1
0
2,459
null
null
null
null
null
null
null
null
null
null
3.4
3
0
1.133333
0
null
null
0
null
null
6,000,000
2012-01-11T00:00:00
196
0.182322
10
2012-01-11T00:00:00
6,000,000
15.60727
196
5,000,000
7,000,000
7,500,000
9,000,000
12,000,000
15.424949
15.761421
15.830414
16.012735
16.300417
0.182322
-0.154151
-0.223144
14.427385
0.78251
15.319588
66.866667
0
8
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
33.590691
1
veteran
27
6.590691
0
1
2,012
1
0
1
2,655
null
null
null
null
null
null
null
null
null
null
3.4
3
0
1.133333
0
null
null
0
null
null
6,000,000
2012-07-03T00:00:00
174
0
10
2012-07-03T00:00:00
6,000,000
15.60727
174
6,000,000
5,000,000
7,000,000
7,500,000
9,000,000
15.60727
15.424949
15.761421
15.830414
16.012735
0
0.182322
-0.154151
14.352817
1.065713
15.201805
72.666667
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
34.067077
1
veteran
27
7.067077
0
1
2,012
7
1
0
2,829
null
null
null
null
null
null
null
null
null
null
0
0
0
null
null
null
null
0
null
null
4,000,000
2013-01-14T00:00:00
195
-0.405465
10
2013-01-14T00:00:00
4,000,000
15.201805
195
6,000,000
6,000,000
5,000,000
7,000,000
7,500,000
15.60727
15.60727
15.424949
15.761421
15.830414
-0.405465
-0.405465
-0.223144
13.320244
1.232965
14.603968
79.166667
0
0
11
2
13
1,573
21
17
12
6
0
10.3
2
1,483.7
11
2
13
1,573
21
17
12
6
0
10.3
2
1,483.7
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
34.600958
1
veteran
27
7.600958
0
1
2,013
1
0
1
3,024
46
39
30,003
398
0.23913
0.051282
0.052428
1.440069
0.017599
0.630836
10.3
11
1
0.936364
0.090909
0.629371
0.114431
0
null
null
2,000,000
2013-06-19T00:00:00
156
-0.693147
10
2013-06-19T00:00:00
2,000,000
14.508658
156
4,000,000
6,000,000
6,000,000
5,000,000
7,000,000
15.201805
15.60727
15.60727
15.424949
15.761421
-0.693147
-1.098612
-1.098612
13.921533
0.878892
14.508658
84.366667
0
1
7
2
9
1,242
19
13
7
1
0
7
2
1,177.4
16
3
19
2,495
35
27
17
7
0
15.3
3
2,341.1
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
35.028063
1
veteran
27
8.028063
0
1
2,013
6
1
0
3,180
49
49
35,738
398
0.142857
0.040816
0.034753
0.669908
0.017599
0.273348
7.9
8
0
0.9875
0
0.507246
0.144928
0
null
null
1,000,000
2014-01-07T00:00:00
202
-0.693147
10
2014-01-07T00:00:00
1,000,000
13.815512
202
2,000,000
4,000,000
6,000,000
6,000,000
5,000,000
14.508658
15.201805
15.60727
15.60727
15.424949
-0.693147
-1.386294
-1.791759
15.075641
1.184885
16.300417
91.1
0
2
4
2
6
950
13
10
7
1
0
4
2
882.5
9
3
12
1,962
28
21
13
3
0
9
3
1,766.9
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
35.581109
1
veteran
27
8.581109
0
1
2,014
1
0
1
3,382
30
28
24,716
398
0.133333
0.071429
0.038437
0.134044
0.036191
-0.031577
4.3
4
0
1.075
0
0.378947
0.189474
0
null
null
1,000,000
2014-07-07T00:00:00
181
0
10
2014-07-07T00:00:00
1,000,000
13.815512
181
1,000,000
2,000,000
4,000,000
6,000,000
6,000,000
13.815512
14.508658
15.201805
15.60727
15.60727
0
-0.693147
-1.386294
13.967782
0.829578
14.84513
97.133333
0
3
6
3
9
1,384
18
15
12
1
0
5.7
3
1,350.4
8
5
13
2,319
30
25
19
3
0
7.7
5
2,159.4
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
36.07666
1
veteran
27
9.07666
0
1
2,014
7
1
0
3,563
42
41
31,516
398
0.142857
0.073171
0.043914
0.554164
0.408366
0.453065
4.2
4
0
1.05
0
0.390173
0.195087
0
null
null
1,000,000
2015-01-07T00:00:00
184
0
10
2015-01-07T00:00:00
1,000,000
13.815512
184
1,000,000
1,000,000
2,000,000
4,000,000
6,000,000
13.815512
13.815512
14.508658
15.201805
15.60727
0
0
-0.693147
13.260176
0.224254
13.458837
103.266667
0
0
4
3
7
440
14
2
1
1
0
3.3
2.3
426
8
6
14
1,800
31
17
12
2
0
7
5.3
1,756.9
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
36.580424
1
veteran
27
9.580424
0
1
2,015
1
0
1
3,747
36
36
16,785
398
0.111111
0.083333
0.026214
0.098668
0.393852
-0.617583
4.9
5
1
0.98
0.2
0.818182
0.613636
0
null
null
1,000,000
2015-07-01T00:00:00
175
0
10
2015-07-01T00:00:00
1,000,000
13.815512
175
1,000,000
1,000,000
1,000,000
2,000,000
4,000,000
13.815512
13.815512
13.815512
14.508658
15.201805
0
0
0
10.976742
0.576681
11.918397
109.1
0
0
11
6
17
1,864
27
20
9
5
0
9.6
5.3
1,560.2
15
9
24
2,276
39
22
10
6
0
12.9
7.6
1,958.2
1978-06-09T00:00:00
Attack
Centre-Forward
right
184
Germany
null
null
37.059548
1
veteran
27
10.059548
0
1
2,015
7
1
0
3,922
56
41
27,202
398
0.196429
0.146341
0.068524
1.474839
1.475122
0.918495
11.4
11
0
1.036364
0
0.531116
0.2897
0
null
null
1,000,000
2016-01-04T00:00:00
187
0
26
2004-10-04T00:00:00
1,500,000
14.220976
null
null
null
null
null
null
null
null
null
null
null
null
null
null
16.281875
0.413006
16.811243
null
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
24.161533
1
prime
30
-5.838467
1
0
2,004
10
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
2,000,000
2004-12-20T00:00:00
77
0.287682
26
2004-12-20T00:00:00
2,000,000
14.508658
77
1,500,000
null
null
null
null
14.220976
null
null
null
null
0.287682
null
null
13.423405
0.518247
14.038655
2.566667
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
24.372348
1
prime
30
-5.627652
1
0
2,004
12
0
0
77
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
3,500,000
2005-04-21T00:00:00
122
0.559616
26
2005-04-21T00:00:00
3,500,000
15.068274
122
2,000,000
1,500,000
null
null
null
14.508658
14.220976
null
null
null
0.559616
0.847297
null
13.283833
0.850062
14.731802
4.066667
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
24.706366
1
prime
30
-5.293634
1
0
2,005
4
0
0
199
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
3,750,000
2005-06-13T00:00:00
53
0.068993
26
2005-06-13T00:00:00
3,750,000
15.137267
53
3,500,000
2,000,000
1,500,000
null
null
15.068274
14.508658
14.220976
null
null
0.068993
0.628608
0.91629
14.137432
0.741847
15.564711
1.766667
2
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
24.851472
1
prime
30
-5.148528
1
0
2,005
6
1
0
252
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
5,000,000
2005-07-18T00:00:00
35
0.287682
26
2005-07-18T00:00:00
5,000,000
15.424949
35
3,750,000
3,500,000
2,000,000
1,500,000
null
15.137267
15.068274
14.508658
14.220976
null
0.287682
0.356675
0.91629
16.885277
0.467324
17.312018
1.166667
3
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
24.947296
1
prime
30
-5.052704
1
0
2,005
7
1
0
287
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
6,750,000
2005-09-04T00:00:00
48
0.300105
26
2005-09-04T00:00:00
6,750,000
15.725053
48
5,000,000
3,750,000
3,500,000
2,000,000
1,500,000
15.424949
15.137267
15.068274
14.508658
14.220976
0.300105
0.587787
0.656779
14.522781
0.412414
15.068274
1.6
4
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
25.078713
1
prime
30
-4.921287
1
0
2,005
9
0
0
335
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
7,000,000
2006-01-09T00:00:00
127
0.036368
26
2006-01-09T00:00:00
7,000,000
15.761421
127
6,750,000
5,000,000
3,750,000
3,500,000
2,000,000
15.725053
15.424949
15.137267
15.068274
14.508658
0.036368
0.336472
0.624154
15.109325
0.666168
15.830414
4.233333
5
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
25.42642
1
prime
30
-4.57358
1
0
2,006
1
0
1
462
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
7,500,000
2006-06-02T00:00:00
144
0.068993
26
2006-06-02T00:00:00
7,500,000
15.830414
144
7,000,000
6,750,000
5,000,000
3,750,000
3,500,000
15.761421
15.725053
15.424949
15.137267
15.068274
0.068993
0.105361
0.405465
15.006037
0.59291
15.984564
4.8
6
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
25.820671
1
prime
30
-4.179329
1
0
2,006
6
1
0
606
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
8,000,000
2007-01-15T00:00:00
227
0.064539
26
2007-01-15T00:00:00
8,000,000
15.894952
227
7,500,000
7,000,000
6,750,000
5,000,000
3,750,000
15.830414
15.761421
15.725053
15.424949
15.137267
0.064539
0.133531
0.169899
13.910901
0.640975
14.994166
7.566667
7
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
26.442163
1
prime
30
-3.557837
1
0
2,007
1
0
1
833
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
5,000,000
2008-01-01T00:00:00
351
-0.470004
26
2008-01-01T00:00:00
5,000,000
15.424949
351
8,000,000
7,500,000
7,000,000
6,750,000
5,000,000
15.894952
15.830414
15.761421
15.725053
15.424949
-0.470004
-0.405465
-0.336472
11.859507
0.490126
12.206078
11.7
8
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
27.403149
1
prime
30
-2.596851
1
0
2,008
1
0
1
1,184
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
4,500,000
2010-01-17T00:00:00
747
-0.105361
26
2010-01-17T00:00:00
4,500,000
15.319588
747
5,000,000
8,000,000
7,500,000
7,000,000
6,750,000
15.424949
15.894952
15.830414
15.761421
15.725053
-0.10536
-0.575364
-0.510826
12.656865
0.973444
13.710151
36.6
0
1
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
29.448323
1
aging
30
-0.551677
0
0
2,010
1
0
1
1,931
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
4,500,000
2010-08-26T00:00:00
221
0
26
2010-08-26T00:00:00
4,500,000
15.319588
221
4,500,000
5,000,000
8,000,000
7,500,000
7,000,000
15.319588
15.424949
15.894952
15.830414
15.761421
0
-0.10536
-0.575364
15.316184
0.814251
16.012735
43.966667
0
2
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
30.053388
1
aging
30
0.053388
0
0
2,010
8
1
0
2,152
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
4,500,000
2011-01-12T00:00:00
139
0
26
2011-01-12T00:00:00
4,500,000
15.319588
139
4,500,000
4,500,000
5,000,000
8,000,000
7,500,000
15.319588
15.319588
15.424949
15.894952
15.830414
0
0
-0.10536
13.94187
0.488109
14.508658
48.6
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
30.433949
1
aging
30
0.433949
0
0
2,011
1
0
1
2,291
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
5,000,000
2011-06-29T00:00:00
168
0.105361
26
2011-06-29T00:00:00
5,000,000
15.424949
168
4,500,000
4,500,000
4,500,000
5,000,000
8,000,000
15.319588
15.319588
15.319588
15.424949
15.894952
0.10536
0.10536
0.10536
14.482866
0.840675
15.687313
54.2
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
30.893908
1
aging
30
0.893908
0
0
2,011
6
1
0
2,459
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
5,000,000
2012-01-23T00:00:00
208
0
26
2012-01-23T00:00:00
5,000,000
15.424949
208
5,000,000
4,500,000
4,500,000
4,500,000
5,000,000
15.424949
15.319588
15.319588
15.319588
15.424949
0
0.10536
0.10536
14.154733
0.820788
15.201805
61.133333
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
31.463381
1
aging
30
1.463381
0
0
2,012
1
0
1
2,667
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
5,000,000
2012-06-29T00:00:00
158
0
26
2012-06-29T00:00:00
5,000,000
15.424949
158
5,000,000
5,000,000
4,500,000
4,500,000
4,500,000
15.424949
15.424949
15.319588
15.319588
15.319588
0
0
0.10536
15.427196
0.349308
15.830414
66.4
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
31.895962
1
aging
30
1.895962
0
0
2,012
6
1
0
2,825
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
4,000,000
2013-01-13T00:00:00
198
-0.223144
26
2013-01-13T00:00:00
4,000,000
15.201805
198
5,000,000
5,000,000
5,000,000
4,500,000
4,500,000
15.424949
15.424949
15.424949
15.319588
15.319588
-0.223144
-0.223144
-0.223144
13.91524
0.229642
14.285515
73
0
0
0
0
0
2,340
26
26
26
1
0
0
0
2,151
0
0
0
2,340
26
26
26
1
0
0
0
2,151
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
32.438056
1
veteran
30
2.438056
0
1
2,013
1
0
1
3,023
58
53
26,679
16
0
0
0.087709
-0.067833
-0.164175
0.862398
null
null
null
null
null
0
0
0
null
null
5,000,000
2013-06-30T00:00:00
168
0.223144
26
2013-06-30T00:00:00
5,000,000
15.424949
168
4,000,000
5,000,000
5,000,000
5,000,000
4,500,000
15.201805
15.424949
15.424949
15.424949
15.319588
0.223144
0
0
13.060112
0.811213
14.508658
78.6
0
1
0
0
0
2,421
27
27
26
1
1
0
0
2,295
0
0
0
4,311
48
48
47
2
1
0
0
3,996
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
32.898015
1
veteran
30
2.898015
0
1
2,013
6
1
0
3,191
72
67
30,517
16
0
0
0.079333
-0.067833
-0.164175
0.929623
null
null
null
null
null
0
0
0
null
null
5,000,000
2014-07-10T00:00:00
375
0
26
2014-07-10T00:00:00
5,000,000
15.424949
375
5,000,000
4,000,000
5,000,000
5,000,000
5,000,000
15.424949
15.201805
15.424949
15.424949
15.424949
0
0.223144
0
14.27963
1.347694
15.520259
91.1
1
0
0
0
0
2,430
27
27
27
0
0
0
0
2,304
0
0
0
3,906
44
43
42
1
2
0
0
3,717
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
33.924709
1
veteran
30
3.924709
0
1
2,014
7
1
0
3,566
65
54
32,019
16
0
0
0.075892
-0.039406
-0.17504
1.019842
null
null
null
null
null
0
0
0
null
null
3,000,000
2015-02-04T00:00:00
209
-0.510826
26
2015-02-04T00:00:00
3,000,000
14.914123
209
5,000,000
5,000,000
4,000,000
5,000,000
5,000,000
15.424949
15.424949
15.201805
15.424949
15.424949
-0.510825
-0.510825
-0.287682
11.617586
0.685524
12.611541
98.066667
0
0
0
0
0
1,620
18
18
18
0
0
0
0
1,620
0
0
0
3,450
38
38
38
0
0
0
0
3,240
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
34.49692
1
veteran
30
4.49692
0
1
2,015
2
0
1
3,775
39
37
27,724
16
0
0
0.058433
-0.068094
-0.178178
0.254542
null
null
null
null
null
0
0
0
null
null
2,000,000
2015-07-01T00:00:00
147
-0.405465
26
2015-07-01T00:00:00
2,000,000
14.508658
147
3,000,000
5,000,000
5,000,000
4,000,000
5,000,000
14.914123
15.424949
15.424949
15.201805
15.424949
-0.405465
-0.91629
-0.91629
11.094449
0.629199
11.918397
102.966667
0
1
0
0
0
1,440
16
16
16
0
0
0
0
1,440
0
0
0
2,790
31
31
31
0
0
0
0
2,790
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
34.899384
1
veteran
30
4.899384
0
1
2,015
7
1
0
3,922
41
36
29,363
16
0
0
0.049041
-0.068094
-0.178178
0.101742
null
null
null
null
null
0
0
0
null
null
1,000,000
2015-10-16T00:00:00
107
-0.693147
26
2015-10-16T00:00:00
1,000,000
13.815512
107
2,000,000
3,000,000
5,000,000
5,000,000
4,000,000
14.508658
14.914123
15.424949
15.424949
15.201805
-0.693147
-1.098612
-1.609437
14.74969
1.351438
16.523561
106.533333
0
2
0
0
0
630
7
7
7
0
0
0
0
414
0
0
0
2,610
29
29
29
0
0
0
0
2,394
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
35.192334
1
veteran
30
5.192334
0
1
2,015
10
0
0
4,029
60
59
24,410
16
0
0
0.025809
-0.068094
-0.178178
-0.585856
null
null
null
null
null
0
0
0
null
null
1,000,000
2016-02-15T00:00:00
122
0
26
2016-02-15T00:00:00
1,000,000
13.815512
122
1,000,000
2,000,000
3,000,000
5,000,000
5,000,000
13.815512
14.508658
14.914123
15.424949
15.424949
0
-0.693147
-1.098612
13.6823
0.445466
14.220976
110.6
0
3
0
0
0
720
8
8
8
0
0
0
0
396
0
0
0
2,070
23
23
23
0
0
0
0
1,746
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
35.526352
1
veteran
30
5.526352
0
1
2,016
2
0
1
4,151
75
76
26,733
16
0
0
0.026933
-0.039193
-0.16503
-0.496931
null
null
null
null
null
0
0
0
null
null
1,000,000
2016-07-22T00:00:00
158
0
26
2016-07-22T00:00:00
1,000,000
13.815512
158
1,000,000
1,000,000
2,000,000
3,000,000
5,000,000
13.815512
13.815512
14.508658
14.914123
15.424949
0
0
-0.693147
15.080582
1.190347
16.300417
115.866667
0
0
0
0
0
720
8
8
8
1
0
0
0
531
0
0
0
1,350
15
15
15
1
0
0
0
918
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
35.958932
1
veteran
30
5.958932
0
1
2,016
7
1
0
4,309
73
75
32,672
16
0
0
0.022037
-0.039193
-0.16503
-0.496931
null
null
null
null
null
0
0
0
null
null
1,000,000
2017-02-07T00:00:00
200
0
26
2017-02-07T00:00:00
1,000,000
13.815512
200
1,000,000
1,000,000
1,000,000
2,000,000
3,000,000
13.815512
13.815512
13.815512
14.508658
14.914123
0
0
0
13.883831
1.055155
15.068274
122.533333
0
0
0
0
0
930
10
10
10
0
0
0
0
783
0
0
0
1,380
15
15
15
1
0
0
0
1,125
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
36.506502
1
veteran
30
6.506502
0
1
2,017
2
0
1
4,509
60
55
26,017
16
0
0
0.035746
-0.039103
-0.199211
-0.343508
null
null
null
null
null
0
0
0
null
null
1,000,000
2017-06-19T00:00:00
132
0
26
2017-06-19T00:00:00
1,000,000
13.815512
132
1,000,000
1,000,000
1,000,000
1,000,000
2,000,000
13.815512
13.815512
13.815512
13.815512
14.508658
0
0
0
10.819798
null
10.819798
126.933333
0
0
0
0
0
930
10
10
10
0
0
0
0
783
0
0
0
1,380
15
15
15
1
0
0
0
1,125
1980-08-06T00:00:00
Goalkeeper
Goalkeeper
left
190
Germany
null
null
36.867899
1
veteran
30
6.867899
0
1
2,017
6
1
0
4,641
60
55
26,017
16
0
0
0.035746
-0.039103
-0.199211
-0.343508
null
null
null
null
null
0
0
0
null
null
750,000
2017-12-28T00:00:00
192
-0.287682
65
2004-10-04T00:00:00
8,000,000
15.894952
null
null
null
null
null
null
null
null
null
null
null
null
null
null
16.437681
0.531141
17.216708
null
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
23.676934
1
prime
27
-3.323066
1
0
2,004
10
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
12,000,000
2005-06-22T00:00:00
261
0.405465
65
2005-06-22T00:00:00
12,000,000
16.300417
261
8,000,000
null
null
null
null
15.894952
null
null
null
null
0.405465
null
null
14.199629
1.239882
15.830414
8.7
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
24.391513
1
prime
27
-2.608487
1
0
2,005
6
1
0
261
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
14,500,000
2005-09-30T00:00:00
100
0.189242
65
2005-09-30T00:00:00
14,500,000
16.489659
100
12,000,000
8,000,000
null
null
null
16.300417
15.894952
null
null
null
0.189242
0.594707
null
16.156576
0.203422
16.300417
3.333333
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
24.665298
1
prime
27
-2.334702
1
0
2,005
9
0
0
361
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
13,500,000
2006-01-09T00:00:00
101
-0.071459
65
2006-01-09T00:00:00
13,500,000
16.4182
101
14,500,000
12,000,000
8,000,000
null
null
16.489659
16.300417
15.894952
null
null
-0.071459
0.117783
0.523248
15.026089
0.742134
15.830414
3.366667
2
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
24.941821
1
prime
27
-2.058179
1
0
2,006
1
0
1
462
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
15,000,000
2006-04-07T00:00:00
88
0.105361
65
2006-04-07T00:00:00
15,000,000
16.523561
88
13,500,000
14,500,000
12,000,000
8,000,000
null
16.4182
16.489659
16.300417
15.894952
null
0.105361
0.033902
0.223144
13.621385
0.84135
14.508658
6.3
0
1
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
25.182752
1
prime
27
-1.817248
0
0
2,006
4
0
0
550
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
17,000,000
2006-06-02T00:00:00
56
0.125163
65
2006-06-02T00:00:00
17,000,000
16.648724
56
15,000,000
13,500,000
14,500,000
12,000,000
8,000,000
16.523561
16.4182
16.489659
16.300417
15.894952
0.125163
0.230524
0.159065
15.007993
0.574139
15.984564
1.866667
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
25.336071
1
prime
27
-1.663929
0
0
2,006
6
1
0
606
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
17,600,000
2007-04-27T00:00:00
329
0.034686
65
2007-04-27T00:00:00
17,600,000
16.68341
329
17,000,000
15,000,000
13,500,000
14,500,000
12,000,000
16.648724
16.523561
16.4182
16.489659
16.300417
0.034686
0.159849
0.265209
14.299099
0.62597
15.201805
10.966667
2
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
26.236824
1
prime
27
-0.763176
0
0
2,007
4
0
0
935
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
27,000,000
2007-08-02T00:00:00
97
0.427938
65
2007-08-02T00:00:00
27,000,000
17.111347
97
17,600,000
17,000,000
15,000,000
13,500,000
14,500,000
16.68341
16.648724
16.523561
16.4182
16.489659
0.427938
0.462624
0.587787
13.737362
0.646887
14.731802
3.233333
3
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
26.502396
1
prime
27
-0.497604
0
0
2,007
8
1
0
1,032
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
24,000,000
2008-02-04T00:00:00
186
-0.117783
65
2008-02-04T00:00:00
24,000,000
16.993564
186
27,000,000
17,600,000
17,000,000
15,000,000
13,500,000
17.111347
16.68341
16.648724
16.523561
16.4182
-0.117783
0.310155
0.34484
13.446417
0.114451
13.592368
6.2
4
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
27.011636
1
prime
27
0.011636
0
0
2,008
2
0
1
1,218
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
26,000,000
2008-07-04T00:00:00
151
0.080043
65
2008-07-04T00:00:00
26,000,000
17.073607
151
24,000,000
27,000,000
17,600,000
17,000,000
15,000,000
16.993564
17.111347
16.68341
16.648724
16.523561
0.080043
-0.03774
0.390198
12.758518
1.028596
13.815512
11.233333
0
1
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
27.425051
1
prime
27
0.425051
0
0
2,008
7
1
0
1,369
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
32,000,000
2008-09-07T00:00:00
65
0.207639
65
2008-09-07T00:00:00
32,000,000
17.281246
65
26,000,000
24,000,000
27,000,000
17,600,000
17,000,000
17.073607
16.993564
17.111347
16.68341
16.648724
0.207639
0.287682
0.169899
14.980921
0.922903
16.213406
13.4
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
27.603012
1
prime
27
0.603012
0
0
2,008
9
0
0
1,434
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
34,500,000
2009-02-23T00:00:00
169
0.075223
65
2009-02-23T00:00:00
34,500,000
17.35647
169
32,000,000
26,000,000
24,000,000
27,000,000
17,600,000
17.281246
17.073607
16.993564
17.111347
16.68341
0.075223
0.282863
0.362905
13.785146
1.363525
14.603968
5.633333
2
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
28.065708
1
prime
27
1.065708
0
0
2,009
2
0
1
1,603
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
33,000,000
2009-06-29T00:00:00
126
-0.044452
65
2009-06-29T00:00:00
33,000,000
17.312018
126
34,500,000
32,000,000
26,000,000
24,000,000
27,000,000
17.35647
17.281246
17.073607
16.993564
17.111347
-0.044452
0.030772
0.238411
13.875918
1.176483
14.731802
4.2
3
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
28.410678
1
prime
27
1.410678
0
0
2,009
6
1
0
1,729
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
29,000,000
2010-01-25T00:00:00
210
-0.129212
65
2010-01-25T00:00:00
29,000,000
17.182806
210
33,000,000
34,500,000
32,000,000
26,000,000
24,000,000
17.312018
17.35647
17.281246
17.073607
16.993564
-0.129212
-0.173663
-0.09844
12.839776
0.262233
13.304687
11.2
0
1
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
28.985626
1
prime
27
1.985626
0
0
2,010
1
0
1
1,939
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
25,000,000
2010-08-13T00:00:00
200
-0.14842
65
2010-08-13T00:00:00
25,000,000
17.034386
200
29,000,000
33,000,000
34,500,000
32,000,000
26,000,000
17.182806
17.312018
17.35647
17.281246
17.073607
-0.14842
-0.277632
-0.322083
12.642214
1.501149
14.603968
17.866667
0
2
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
29.533196
1
aging
27
2.533196
0
1
2,010
8
1
0
2,139
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
28,000,000
2011-02-01T00:00:00
172
0.113329
65
2011-02-01T00:00:00
28,000,000
17.147715
172
25,000,000
29,000,000
33,000,000
34,500,000
32,000,000
17.034386
17.182806
17.312018
17.35647
17.281246
0.113329
-0.035091
-0.164303
15.507234
0.870392
16.506754
23.6
0
3
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
30.004107
1
aging
27
3.004107
0
1
2,011
2
0
1
2,311
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
24,000,000
2011-08-08T00:00:00
188
-0.154151
65
2011-08-08T00:00:00
24,000,000
16.993564
188
28,000,000
25,000,000
29,000,000
33,000,000
34,500,000
17.147715
17.034386
17.182806
17.312018
17.35647
-0.154151
-0.040822
-0.189242
13.042866
0.211335
13.304687
29.866667
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
30.518823
1
aging
27
3.518823
0
1
2,011
8
1
0
2,499
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
17,000,000
2012-02-06T00:00:00
182
-0.34484
65
2012-02-06T00:00:00
17,000,000
16.648724
182
24,000,000
28,000,000
25,000,000
29,000,000
33,000,000
16.993564
17.147715
17.034386
17.182806
17.312018
-0.34484
-0.498991
-0.385662
14.035558
1.089551
14.914123
35.933333
0
1
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
31.017112
1
aging
27
4.017112
0
1
2,012
2
0
1
2,681
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
11,500,000
2012-06-24T00:00:00
139
-0.390866
65
2012-06-24T00:00:00
11,500,000
16.257858
139
17,000,000
24,000,000
28,000,000
25,000,000
29,000,000
16.648724
16.993564
17.147715
17.034386
17.182806
-0.390866
-0.735707
-0.889857
13.34152
0.542792
14.508658
40.566667
0
2
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
31.397673
1
aging
27
4.397673
0
1
2,012
6
1
0
2,820
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
10,000,000
2012-09-09T00:00:00
77
-0.139762
65
2012-09-09T00:00:00
10,000,000
16.118096
77
11,500,000
17,000,000
24,000,000
28,000,000
25,000,000
16.257858
16.648724
16.993564
17.147715
17.034386
-0.139762
-0.530628
-0.875469
14.004954
1.457527
15.520259
43.133333
0
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
31.608487
1
aging
27
4.608487
0
1
2,012
9
0
0
2,897
6
7
2,970
931
0
0
0
-0.748231
-0.7365
-1.267005
null
null
null
null
null
null
null
0
null
null
7,000,000
2013-01-28T00:00:00
141
-0.356675
65
2013-01-28T00:00:00
7,000,000
15.761421
141
10,000,000
11,500,000
17,000,000
24,000,000
28,000,000
16.118096
16.257858
16.648724
16.993564
17.147715
-0.356675
-0.496437
-0.887303
14.294913
0.995457
15.761421
47.833333
0
4
7
4
11
1,755
20
19
19
1
0
7
4
1,692
7
4
11
1,755
20
19
19
1
0
7
4
1,692
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
31.994524
1
aging
27
4.994524
0
1
2,013
1
0
1
3,038
35
34
26,012
931
0.2
0.117647
0.067469
0.669908
0.722576
0.827401
6.1
6
0
1.016667
0
0.358974
0.205128
0
null
null
5,000,000
2013-07-02T00:00:00
155
-0.336472
65
2013-07-02T00:00:00
5,000,000
15.424949
155
7,000,000
10,000,000
11,500,000
17,000,000
24,000,000
15.761421
16.118096
16.257858
16.648724
16.993564
-0.336472
-0.693147
-0.832909
14.823949
0.614914
15.319588
53
0
5
9
1
10
2,266
26
25
24
1
0
9
1
2,140
14
4
18
2,941
34
32
31
1
0
14
4
2,815
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
32.418891
1
veteran
27
5.418891
0
1
2,013
7
1
0
3,193
26
26
28,956
931
0.346154
0.038462
0.078257
1.054989
-0.334889
1.379293
8.4
9
1
0.933333
0.111111
0.357458
0.039718
0
null
null
3,500,000
2014-01-15T00:00:00
197
-0.356675
65
2014-01-15T00:00:00
3,500,000
15.068274
197
5,000,000
7,000,000
10,000,000
11,500,000
17,000,000
15.424949
15.761421
16.118096
16.257858
16.648724
-0.356675
-0.693147
-1.049822
13.006637
0.594924
13.592368
59.566667
0
6
4
2
6
1,306
15
15
12
3
0
4
2
1,306
12
2
14
2,760
32
31
26
3
0
12
2
2,697
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
32.958248
1
veteran
27
5.958248
0
1
2,014
1
0
1
3,390
22
19
21,783
931
0.181818
0.105263
0.059955
0.134044
0.036191
0.365963
3.4
3
0
1.133333
0
0.275651
0.137825
0
null
null
3,000,000
2014-08-07T00:00:00
204
-0.154151
65
2014-08-07T00:00:00
3,000,000
14.914123
204
3,500,000
5,000,000
7,000,000
10,000,000
11,500,000
15.068274
15.424949
15.761421
16.118096
16.257858
-0.154151
-0.510825
-0.847298
12.42922
null
12.42922
66.366667
0
7
9
6
15
1,389
19
16
10
1
0
9
6
1,389
11
7
18
2,333
30
27
17
3
0
11
7
2,333
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
33.516769
1
veteran
27
6.516769
0
1
2,014
8
1
0
3,594
41
35
24,754
162
0.219512
0.171429
0.056112
1.184344
1.52489
0.458648
7.9
8
0
0.9875
0
0.583153
0.388769
0
null
null
2,500,000
2015-01-14T00:00:00
160
-0.182322
65
2015-01-14T00:00:00
2,500,000
14.731802
160
3,000,000
3,500,000
5,000,000
7,000,000
10,000,000
14.914123
15.068274
15.424949
15.761421
16.118096
-0.182321
-0.336472
-0.693147
14.710758
1.459041
15.60727
71.7
0
8
5
2
7
1,304
17
13
10
4
0
5
2
1,304
11
7
18
2,243
31
24
15
5
0
11
7
2,243
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
33.954825
1
veteran
27
6.954825
0
1
2,015
1
0
1
3,754
26
22
25,652
162
0.192308
0.090909
0.050834
0.295264
0.033429
0.31442
4
4
0
1
0
0.345092
0.138037
0
null
null
1,000,000
2015-06-06T00:00:00
143
-0.916291
65
2015-06-06T00:00:00
1,000,000
13.815512
143
2,500,000
3,000,000
3,500,000
5,000,000
7,000,000
14.731802
14.914123
15.068274
15.424949
15.761421
-0.91629
-1.098612
-1.252762
11.2292
0.399771
12.206078
76.466667
0
9
6
0
6
1,443
23
14
5
1
0
6
0
1,443
8
2
10
2,360
35
23
14
5
0
8
2
2,360
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
34.346338
1
veteran
27
7.346338
0
1
2,015
6
1
0
3,897
38
28
28,608
162
0.157895
0
0.05044
0.49186
-0.687417
0.46436
4.7
5
1
0.94
0.2
0.37422
0
0
null
null
1,000,000
2015-09-27T00:00:00
113
0
65
2015-09-27T00:00:00
1,000,000
13.815512
113
1,000,000
2,500,000
3,000,000
3,500,000
5,000,000
13.815512
14.731802
14.914123
15.068274
15.424949
0
-0.91629
-1.098612
13.2833
1.195941
15.319588
80.233333
0
10
0
0
0
355
10
2
0
0
0
0
0
314.2
6
0
6
1,627
29
14
5
1
0
6
0
1,586.2
1981-01-30T00:00:00
Attack
Centre-Forward
null
null
Bulgaria
null
null
34.655715
1
veteran
27
7.655715
0
1
2,015
9
0
0
4,010
27
20
16,668
1,091
0
0
0.021298
-0.687715
-0.687417
-0.709273
0
0
0
null
null
0
0
0
null
null
1,000,000
2016-06-21T00:00:00
268
0
77
2004-10-04T00:00:00
13,000,000
16.38046
null
null
null
null
null
null
null
null
null
null
null
null
null
null
16.511013
0.522241
17.216708
null
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-05-08T00:00:00
Defender
Centre-Back
null
null
Brazil
null
null
26.409309
0
prime
29
-2.590691
1
0
2,004
10
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
15,000,000
2005-02-28T00:00:00
147
0.143101
77
2005-02-28T00:00:00
15,000,000
16.523561
147
13,000,000
null
null
null
null
16.38046
null
null
null
null
0.143101
null
null
15.760882
0.77597
16.648724
4.9
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1978-05-08T00:00:00
Defender
Centre-Back
null
null
Brazil
null
null
26.811773
0
prime
29
-2.188227
1
0
2,005
2
0
1
147
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
18,000,000
2005-07-14T00:00:00
136
0.182322
End of preview. Expand in Data Studio

player-value-features

Engineered features for forecasting Transfermarkt player market values 6 months ahead. Companion dataset to player-value-ml.

Provenance

  • Source: davidcariboo/player-scores on Kaggle (CC0). 507k historical Transfermarkt valuations of ~31k players, 2000–2026.
  • Auxiliary: 1.88M player-game appearances, 88k matches, 40k transfers, 1.26M goal/card/sub events, 47k player profiles.

Schema

split rows date range
train 422,838 2000 – 2022-12-31
val 28,491 2023
test 23,876 ≥ 2024

Each row is a (player_id, as_of_date) observation with 92 engineered features in 10 thematic groups (A–J). The target is

y_log_ratio = log(value_{T+next} / value_T)

where T+next is the player's next observed valuation (~6 months later on average).

Feature groups (high level)

Group Theme Examples
A Lag / trajectory value_lag_1..5, value_diff_1..3
B Performance (absolute) goals_6mo, minutes_played_12mo
C Performance vs team goal_share_team_6mo
D Performance vs position goals_6mo_zscore_vs_pos
E Competition-tier weighted weighted_goals_6mo (PL > MLS)
F Player static age, position, foot, height_in_cm
G Career / transfers transfers_to_date, last_transfer_fee_eur
H Temporal as_of_year, is_summer_window
I Age × position interaction age_minus_position_peak
J xG / shot-quality proxies chance_quality_index_6mo

Every feature is computed using only information available strictly before as_of_date — no future leakage.

Reproducibility

from datasets import load_dataset
ds = load_dataset("DanielRegaladoCardoso/player-value-features")
print(ds)

Splits methodology

Splits are temporal, not random. A given player can appear in multiple splits (their career crosses the time boundary). What is guaranteed: no row in a later split is used to inform features of an earlier split.

License

Apache 2.0. Source Transfermarkt data via Kaggle is CC0.

Citation

@misc{regalado2026playervalue,
  author = {Daniel Regalado},
  title  = {player-value-features: engineered tabular features for
            forecasting football player market values},
  year   = {2026},
  url    = {https://huggingface.co/datasets/DanielRegaladoCardoso/player-value-features}
}
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