luxury-lakehouse/xg-model-statsbomb-wyscout
Tabular Classification • Updated
action_value_id string | match_key int64 | competition_key int64 | match_id int64 | competition_id float64 | player_id float64 | player_key float64 | team_id int64 | team_key float64 | season_id float64 | period int32 | time_seconds float64 | minute int32 | second int32 | start_x float64 | start_y float64 | end_x float64 | end_y float64 | action_type string | action_result string | bodypart string | offensive_value float64 | defensive_value float64 | vaep_value float64 | original_event_id string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4c786a3c53707915ea07782660d0ca1f | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 5,941,944,209,712,639,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 92.914 | 1 | 32 | 88.77 | 3.01 | 78.05 | 2.81 | pass | success | foot | -0.001534 | 0.000232 | -0.001302 | 18240200000036 |
db61142de4c5446fad57d6029970ee06 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 6,645,783,732,957,174,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 330.497 | 5 | 30 | 50.2 | 0 | 39.27 | 2.91 | throw_in | success | other | -0.000478 | -0.000933 | -0.001411 | 18240200000130 |
7a8d53acad7c6497b796f04d1d8b1737 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -2,781,347,452,852,098,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 473.312 | 7 | 53 | 53.85 | 14.78 | 53.85 | 14.78 | tackle | success | foot | -0.001155 | 0.000296 | -0.000859 | 18240200000172 |
df51c071ceacf834f80c0fc0788877a5 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 3,108,017,759,897,153,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 688.794 | 11 | 28 | 19.64 | 15.24 | 24.95 | 6.22 | pass | success | foot | -0.000167 | 0.001216 | 0.001048 | 18240200000233 |
d29c4cb3c6724b33268b2f6d65c7582e | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 1,376,290,947,922,071,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 922.302 | 15 | 22 | 25.45 | 33.1 | 32.26 | 20.76 | pass | success | foot | -0.000354 | 0.000006 | -0.000348 | 18240200000286 |
7257ac75ca3ddad928cba681aac1d129 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 2,401,629,659,558,990,300 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 1,584.687 | 26 | 24 | 19.84 | 56.87 | 32.16 | 64.49 | pass | fail | foot | -0.000172 | -0.000213 | -0.000385 | 18240200000484 |
c136984c67d18f78f835f575768c0411 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -3,544,433,702,965,835,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,753.394 | 29 | 13 | 45.36 | 42.54 | 45.36 | 42.54 | tackle | success | foot | -0.000911 | 0.000409 | -0.000502 | 18240200000545 |
c94e2c40ec99673d867c4061998f83d4 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -3,544,433,702,965,835,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,754.53 | 29 | 14 | 46.59 | 43.13 | 55.1 | 44.93 | pass | fail | foot | -0.000393 | 0.000199 | -0.000193 | 18240200000544 |
c19a36a3e9ad97337b7f68de38e62f43 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -5,889,807,817,788,387,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 2,106.615 | 35 | 6 | 100.49 | 53.46 | 101.59 | 40.72 | cross | fail | foot | 0.000125 | 0.000019 | 0.000144 | 18240200000644 |
d7dde84ed14f5f90667aa12807ac642e | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -1,414,038,767,231,180,300 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 2 | 604.208 | 55 | 4 | 67.53 | 65.09 | 75.83 | 54.52 | pass | success | foot | 0.001173 | 0.00017 | 0.001343 | 18240200001021 |
190d3675105e2852906ff97700adc113 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -2,781,347,452,852,098,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 1,052.774 | 62 | 32 | 57.51 | 12.34 | 82.26 | 20.96 | pass | success | foot | -0.000686 | -0.00063 | -0.001316 | 18240200001070 |
29ce963972ef55380f7b20b62f2422d3 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 2,027,333,427,499,774,700 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 1,864.626 | 76 | 4 | 79.15 | 19.16 | 79.05 | 11.94 | pass | success | foot | 0.000314 | -0.00048 | -0.000166 | 18240200001261 |
57bc168add198039345b9689c8d9afa3 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -5,889,807,817,788,387,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 2 | 1,919.7185 | 76 | 59 | 55.65 | 54.92 | 87.37 | 47.44 | dribble | success | foot | -0.000226 | 0.001507 | 0.001281 | nan |
b4273abe88aa9a6522e1d8b60e3b178d | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -3,544,433,702,965,835,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 1,989.515 | 78 | 9 | 38.57 | 22.17 | 32.06 | 39.42 | pass | success | foot | 0.000534 | 0.000764 | 0.001298 | 18240200001302 |
d63b68f18fb318354aa7b7dffdbb018c | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 1,376,290,947,922,071,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 2,116.029 | 80 | 16 | 11.52 | 30.49 | 49.9 | 9.83 | clearance | success | foot | -0.000471 | 0.000109 | -0.000362 | 18240200001343 |
196b0088d9bd9f3ffd93ac17d07ec1fd | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 4,148,279,783,896,619,500 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 2 | 2,278.87 | 82 | 58 | 78.53 | 29.36 | 78.53 | 29.36 | tackle | success | foot | -0.002767 | -0.002036 | -0.004802 | 18240200001439 |
efb5e3feab5475789a98b2e3600161d7 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -1,414,038,767,231,180,300 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 2 | 2,414.218 | 85 | 14 | 44.58 | 62.99 | 84.02 | 23.37 | freekick_short | success | foot | 0.009807 | -0.007877 | 0.00193 | 18240200001438 |
3ac95b38724ff4ea15e0ce45e4e2eb1f | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | 2,027,333,427,499,774,700 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 885.05 | 14 | 45 | 80.32 | 14.18 | 80.32 | 14.18 | tackle | success | foot | -0.000596 | 0.000261 | -0.000335 | 18237400000262 |
b10c1df757e0ed6709ec484e6adc8440 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -7,172,814,525,923,125,000 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 1 | 889.254 | 14 | 49 | 9.82 | 56.47 | 5.11 | 64.99 | pass | success | foot | 0.001077 | -0.000551 | 0.000526 | 18237400000257 |
ee47d3e8d1e0126ee6881088aa3fccc8 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -8,558,183,874,215,977,000 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 1 | 1,379.906 | 22 | 59 | 44.26 | 65.7 | 50.5 | 59.58 | dribble | success | foot | 0.000455 | 0.001582 | 0.002037 | nan |
78d15276731b3d0194678ae8551b5570 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | 4,795,566,856,093,640,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,676.005 | 27 | 56 | 47.09 | 18.76 | 28.15 | 29.59 | pass | success | foot | 0.000334 | 0.000068 | 0.000402 | 18237400000472 |
31c583ec9ac92f282fa305ccc60757ed | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -3,609,481,386,412,024,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 2,072.1805 | 34 | 32 | 47.55 | 23.27 | 62.64 | 28.16 | dribble | success | foot | 0.000628 | 0.000371 | 0.000999 | nan |
60381ad971263bfca1c7b4e0d5708443 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -2,781,347,452,852,098,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 2,475.403 | 41 | 15 | 47.69 | 2.41 | 54.6 | 17.85 | pass | success | foot | -0.000244 | 0.000218 | -0.000026 | 18237400000687 |
2383c96152df896f8916a3b130bcd6bc | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | 2,027,333,427,499,774,700 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 2,650.717 | 44 | 10 | 82.86 | 47.34 | 98.09 | 54.86 | pass | success | foot | 0.00009 | -0.000081 | 0.000009 | 18237400000746 |
3c494c6fab17d5f114e1f43b2a0b695e | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -8,558,183,874,215,977,000 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 2 | 498.557 | 53 | 18 | 65.22 | 68 | 79.25 | 64.69 | throw_in | success | other | -0.001918 | -0.001124 | -0.003042 | 18237400000867 |
66e4559f27102112fb741d85e2793a15 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -834,484,434,603,834,100 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 654.687 | 55 | 54 | 44.99 | 16.65 | 51.2 | 28.68 | pass | success | foot | -0.000154 | 0.000017 | -0.000137 | 18237400000919 |
17354391b1e98650d5621b69b4f7e3ac | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -7,172,814,525,923,125,000 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 2 | 967.755 | 61 | 7 | 21.44 | 47.44 | 28.65 | 60.78 | pass | success | foot | 0.000129 | -0.000333 | -0.000204 | 18237400000979 |
e4724af87ca36e8c24a9e57be032a376 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -5,186,846,412,319,924,000 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 2 | 1,729.231 | 73 | 49 | 41.46 | 1.2 | 41.46 | 1.2 | tackle | success | foot | -0.000121 | 0.00012 | -0.000001 | 18237400001121 |
846b1a15c8d267b405a48643abc78008 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | 6,362,603,325,878,141,000 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 2 | 2,148.106 | 80 | 48 | 30.36 | 57.47 | 45.96 | 46.63 | pass | success | foot | 0.000817 | 0.000382 | 0.001199 | 18237400001216 |
2e51e39cda560d1fa3dcf32bb04a912e | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | 1,376,290,947,922,071,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 2,655.231 | 89 | 15 | 24.55 | 38.31 | 67.33 | 27.58 | pass | success | foot | 0.000174 | 0.000255 | 0.000429 | 18237400001351 |
28f24f6cc6e1b7113f79acb1a6b55234 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 2,027,333,427,499,774,700 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 221.2755 | 3 | 41 | 32.47 | 29.66 | 39.07 | 46.64 | dribble | success | foot | -0.004462 | 0.002771 | -0.00169 | nan |
13eb6ccdbea71358152da152b8c24f38 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -834,484,434,603,834,100 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,312.212 | 21 | 52 | 50.6 | 24.67 | 60.42 | 4.51 | pass | success | foot | -0.000081 | -0.000078 | -0.000159 | 18233800000353 |
662722548979e7ce8de5aecfbf3bc2f8 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -2,781,347,452,852,098,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,411.613 | 23 | 31 | 32.46 | 12.04 | 4.81 | 30.69 | pass | success | foot | 0.001169 | 0.000158 | 0.001328 | 18233800000389 |
4a6d7dd504e023e5c420cdeaf2f8a45f | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 5,446,897,359,838,839,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,951.226 | 32 | 31 | 12.02 | 39.32 | 19.24 | 68 | clearance | success | foot | 0.00065 | -0.000467 | 0.000182 | 18233800000529 |
510bf443c220bcb78dc7b5699476296e | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 1,376,290,947,922,071,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 333.962 | 50 | 33 | 4.71 | 34.1 | 53.75 | 38.64 | pass | success | foot | 0.000213 | -0.000177 | 0.000036 | 18233800000811 |
dc0353a607c2e4e7dcaf92444e254587 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -4,608,214,989,341,255,700 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 1,734.789 | 73 | 54 | 79.65 | 29.99 | 82.62 | 40.24 | pass | fail | foot | -0.000624 | 0.000197 | -0.000427 | 18233800001173 |
d55667ca4d20ab67f98fcc3b83b5c517 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 3,108,017,759,897,153,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 2,143.92 | 80 | 43 | 45.16 | 24.26 | 45.16 | 24.26 | tackle | success | foot | -0.002196 | -0.002433 | -0.004629 | 18233800001259 |
f1029093ddb10777cf3e8b31182a53ca | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -7,259,122,320,029,177,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 2,149.376 | 80 | 49 | 72.54 | 7.02 | 69.53 | 10.83 | pass | success | foot | 0.000839 | 0.000208 | 0.001047 | 18233800001261 |
fa7182b6b0c7ffca79f1c0b86b05e6c0 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -2,781,347,452,852,098,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 2,424.211 | 85 | 24 | 52.9 | 2.81 | 87.32 | 2.7 | pass | success | foot | -0.003341 | 0.001849 | -0.001492 | 18233800001303 |
3745d2c163c2ac71c289e5bf6f26f57e | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 3,320,493,879,544,644,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 2,452.789 | 85 | 52 | 35.67 | 39.44 | 35.67 | 39.44 | tackle | success | foot | -0.002066 | -0.000995 | -0.003061 | 18233800001315 |
11e9494ad230f1d1eb452c9b3a5b6877 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 8,079,536,778,010,904,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 2,701.405 | 90 | 1 | 23.04 | 15.75 | 8.12 | 34.3 | pass | success | foot | 0.000396 | 0.000074 | 0.000471 | 18233800001378 |
245f6e34ab9ec8a372aec4f60b517d6d | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 4,526,777,427,073,265,700 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 2,725.325 | 90 | 25 | 48.09 | 4.01 | 37.47 | 0 | pass | fail | foot | 0.000211 | -0.001763 | -0.001553 | 18233800001385 |
3c09077f2a5a09dcc74eaf32438cfbc2 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -2,411,543,523,030,637,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 2,742.125 | 90 | 42 | 67.23 | 63.59 | 75.64 | 60.28 | pass | success | foot | 0.000689 | 0.001505 | 0.002194 | 18233800001387 |
3a0a0c714e1f4d6e209981a98202ffb0 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -6,678,274,802,621,825,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 2,806.229 | 91 | 46 | 59.01 | 19.66 | 62.52 | 11.53 | pass | success | foot | 0.000048 | 0.000216 | 0.000265 | 18233800001415 |
4b4df9111d392ba8b334d28c96b7d806 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 6,645,783,732,957,174,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 176.007 | 2 | 56 | 100.79 | 0 | 99.49 | 4.71 | throw_in | success | other | 0.007446 | -0.007921 | -0.000475 | 18240200000071 |
b573cf1fcdd44827653ee507a0763094 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 5,142,930,760,555,967,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 338.11 | 5 | 38 | 26.95 | 26.08 | 22.54 | 57.67 | pass | success | foot | 0.000125 | -0.000464 | -0.000339 | 18240200000135 |
572c748a8f2e89601ddbdd3ed35bad3f | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 276,130,789,607,078,140 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 415.975 | 6 | 55 | 20.14 | 28.88 | 20.74 | 39.42 | pass | fail | foot | 0.000338 | 0.000063 | 0.000401 | 18240200000161 |
63055988fdce538c52d2801094727513 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -1,414,038,767,231,180,300 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 969.278 | 16 | 9 | 7.51 | 66.09 | 13.33 | 40.92 | pass | fail | foot | 0.000236 | 0.000034 | 0.00027 | 18240200000301 |
38e890ffe29ff79beb382ac6a742171b | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -3,609,481,386,412,024,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,090.224 | 18 | 10 | 81.62 | 51.52 | 81.62 | 51.52 | tackle | success | foot | 0.00093 | 0.000077 | 0.001007 | 18240200000328 |
2d42af96268995fced03676003fb5b2f | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 3,108,017,759,897,153,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,185.962 | 19 | 45 | 57.01 | 20.76 | 75.93 | 43.04 | pass | success | foot | 0.000585 | 0.000413 | 0.000997 | 18240200000367 |
8e2402877dda16daa527847e6b8d617d | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 1,376,290,947,922,071,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,524.294 | 25 | 24 | 19.04 | 32.29 | 36.27 | 30.89 | pass | success | foot | 0.000496 | -0.000362 | 0.000135 | 18240200000463 |
0ddf62e52b19ce189f210089ff72f0a5 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 8,887,896,899,371,052,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,783.946 | 29 | 43 | 70.03 | 7.89 | 70.03 | 7.89 | tackle | success | foot | 0.000106 | 0.00083 | 0.000936 | 18240200000556 |
36956076abdd8ed01ba1f1c885b6379d | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 276,130,789,607,078,140 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 2 | 53.71 | 45 | 53 | 27.47 | 8.09 | 27.47 | 8.09 | tackle | success | foot | -0.001894 | -0.002162 | -0.004056 | 18240200000852 |
6c2a8563eb112937d06d00d1b3d712b2 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -5,889,807,817,788,387,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 2 | 137.585 | 47 | 17 | 43.68 | 19.16 | 31.56 | 24.17 | pass | success | foot | 0.000873 | -0.000248 | 0.000624 | 18240200000875 |
41537c4952e75db0c0e1b87c8d7f3a43 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -1,414,038,767,231,180,300 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 2 | 644.016 | 55 | 44 | 74.64 | 55.06 | 101.09 | 5.22 | freekick_short | fail | foot | 0.009954 | -0.009145 | 0.000809 | 18240200001025 |
a78c35ed3c3171442ec64b60bbf01b81 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 6,591,124,167,307,375,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 2 | 1,186.2535 | 64 | 46 | 41.36 | 49.93 | 31.46 | 51.25 | dribble | success | foot | -0.000282 | 0.001549 | 0.001267 | nan |
367e450df0b203294096ea3e34b7e513 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -425,263,181,373,013,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 2 | 1,283.809 | 66 | 23 | null | null | null | null | foul | fail | foot | -0.002214 | -0.014279 | -0.016493 | 18240200001126 |
b9ee709237f472f8b06d39e077249849 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -1,414,038,767,231,180,300 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 2 | 2,696.462 | 89 | 56 | 14.03 | 60.48 | 31.86 | 61.28 | pass | success | foot | 0.000004 | 0.001252 | 0.001256 | 18240200001510 |
a7d56f5f48f52def995331838d2749bc | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -834,484,434,603,834,100 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 903.442 | 15 | 3 | 44.79 | 3.21 | 59.71 | 0.6 | pass | success | foot | 0.00038 | 0.001057 | 0.001436 | 18237400000260 |
90a176c4bb162d7f705d90aaaade703e | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -208,820,587,958,153,860 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 1 | 1,407.587 | 23 | 27 | 61.42 | 12.44 | 50.7 | 10.53 | pass | success | foot | 0.000131 | 0.000072 | 0.000204 | 18237400000396 |
8e8a189d7a7e21b04d73000c7d8234a6 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | 5,446,897,359,838,839,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,758.141 | 29 | 18 | 81.56 | 23.87 | 81.56 | 23.87 | shot | fail | foot | -0.00131 | -0.000027 | -0.001337 | 18237400000500 |
bccfbc363d324e477a8202c727cd4624 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -834,484,434,603,834,100 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,973.255 | 32 | 53 | 71.14 | 27.78 | 90.77 | 39.42 | pass | fail | foot | 0.000009 | -0.000175 | -0.000165 | 18237400000558 |
2f5b4c9b671ff1927182987cdabcaf9e | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | 1,376,290,947,922,071,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 2,228.521 | 37 | 8 | 22.64 | 29.49 | 31.56 | 47.34 | pass | success | foot | 0.000388 | 0.00025 | 0.000638 | 18237400000619 |
0400476f143bec8d69ab8936778dc929 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -8,925,071,855,609,567,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 2,576.908 | 42 | 56 | 49.49 | 11.53 | 54.4 | 0.8 | pass | success | foot | -0.00018 | 0.00036 | 0.000179 | 18237400000719 |
4249670cc2daf28eecc9767b872b87db | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -3,806,426,634,611,766,300 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 2 | 309.508 | 50 | 9 | 92.51 | 65.1 | 92.51 | 65.1 | tackle | success | foot | -0.000283 | 0.000244 | -0.000039 | 18237400000845 |
bb9bb1dac187d862a21c378d98ceebe0 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | 1,376,290,947,922,071,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 440.917 | 52 | 20 | 15.43 | 31.59 | 15.43 | 31.59 | keeper_pick_up | success | other | 0.000036 | 0.000967 | 0.001004 | 18237400000859 |
fa6a30cef30c0d0aac0350ebcd0d6d2f | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -7,982,799,754,473,764,000 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 2 | 1,783.968 | 74 | 43 | 67.03 | 49.45 | 58.51 | 49.14 | pass | success | foot | -0.000195 | 0.000065 | -0.00013 | 18237400001141 |
0b9d5d975b7f28aa2106006b06460e51 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -5,903,805,495,306,696,000 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 2 | 1,789.671 | 74 | 49 | 87.72 | 46.13 | 87.72 | 46.13 | tackle | success | foot | -0.000639 | 0.000092 | -0.000547 | 18237400001145 |
2cc9bb2e6a5db2746317919ba54e0f8e | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -2,781,347,452,852,098,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 2,298.083 | 83 | 18 | 93.88 | 1.71 | 92.31 | 28.56 | pass | fail | foot | 0.001044 | 0.00048 | 0.001524 | 18237400001248 |
12fbe209338374060365c698d2dd395b | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -3,609,481,386,412,024,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 2,489.55 | 86 | 29 | 51.65 | 53.92 | 51.65 | 53.92 | tackle | success | foot | 0.000141 | 0.000133 | 0.000275 | 18237400001385 |
461778b09767bc3d7f6f8474747739d6 | -2,487,264,035,140,699,000 | -6,960,685,815,274,572,000 | 819,245,630,266,764,500 | null | null | -7,172,814,525,923,125,000 | 76,791,603,403,243,840 | -2,306,795,972,876,942,000 | null | 2 | 3,044.07 | 95 | 44 | 34.57 | 40.74 | 34.57 | 40.74 | tackle | success | foot | -0.004666 | -0.004806 | -0.009472 | 18237400001469 |
da3e60626124f2f4f25a0fabfb0965d1 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 8,887,896,899,371,052,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 115.178 | 1 | 55 | 62.92 | 51.85 | 80.52 | 54.82 | pass | fail | foot | -0.000376 | 0.000043 | -0.000333 | 18233800000042 |
4129be7424e6b7e3b572301e32074900 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -2,781,347,452,852,098,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 138.66 | 2 | 18 | 51.5 | 1.81 | 47.09 | 20.46 | pass | success | foot | 0.000304 | -0.000068 | 0.000236 | 18233800000053 |
4ac8c3fa9d02ee9a6c7829410cdb2db9 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -7,219,013,638,704,294,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 1 | 228.99 | 3 | 48 | 11.22 | 36.41 | 2.1 | 65.99 | clearance | success | foot | 0.00027 | -0.000461 | -0.000191 | 18233800000093 |
41e3ad39c8b7e8df89e9d1d1a7819288 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 5,446,897,359,838,839,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 478.118 | 7 | 58 | 67.73 | 1.1 | 62.82 | 8.12 | pass | success | foot | -0.000254 | -0.000249 | -0.000502 | 18233800000167 |
7e04673e63b570210b7e0ebac82d3340 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 8,887,896,899,371,052,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 758.273 | 12 | 38 | 38.67 | 68 | 50.2 | 61.98 | throw_in | success | other | -0.001948 | -0.000768 | -0.002715 | 18233800000212 |
97481a40603285c3a91b6de92ff9682f | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 2,027,333,427,499,774,700 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 935.713 | 15 | 35 | 64.22 | 34.6 | 96.21 | 17.57 | freekick_short | success | foot | 0.010722 | -0.00718 | 0.003542 | 18233800000248 |
ec3f71f2a44191183d06ee66bb966996 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 8,079,536,778,010,904,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 1 | 1,396.493 | 23 | 16 | 36.57 | 2.01 | 61.24 | 13.88 | pass | fail | foot | 0.000785 | 0.000267 | 0.001052 | 18233800000378 |
20a93874005ccc43555e4667afab6945 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -7,280,670,893,001,932,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 1 | 2,179.652 | 36 | 19 | 81.32 | 56.42 | 89.47 | 47.14 | pass | fail | foot | 0.001183 | 0.00044 | 0.001623 | 18233800000590 |
a29e5d07a3cfa93ac0f66bbabe606831 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -4,554,340,301,161,153,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 1 | 2,345.508 | 39 | 5 | null | null | null | null | foul | fail | foot | -0.002398 | -0.017179 | -0.019577 | 18233800000627 |
2fbeabd106517fed6154903802deb6b8 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -2,781,347,452,852,098,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 2,592.91 | 43 | 12 | 35.67 | 1.81 | 47.89 | 1.2 | pass | fail | foot | -0.002244 | 0.001822 | -0.000422 | 18233800000656 |
5179c350a551784a1887564d1195db51 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -7,280,670,893,001,932,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 50.695 | 45 | 50 | 25.28 | 55.72 | 25.28 | 55.72 | tackle | success | foot | 0.000412 | -0.001047 | -0.000635 | 18233800000722 |
e2b36c5a7454085d027050c9432ecc11 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 8,079,536,778,010,904,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 313.826 | 50 | 13 | 42.58 | 2.11 | 23.24 | 18.86 | pass | success | foot | -0.004208 | 0.000743 | -0.003465 | 18233800000801 |
41fd9315395641e4b0663853d6fd31f5 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 3,320,493,879,544,644,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 455.277 | 52 | 35 | 28.87 | 56.42 | 28.87 | 56.42 | tackle | success | foot | -0.000913 | -0.001066 | -0.001979 | 18233800000854 |
544dd9f7f96b4431a215f959c6860e05 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -8,925,071,855,609,567,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 551.044 | 54 | 11 | 25.05 | 33.5 | 88.47 | 45.73 | pass | success | foot | -0.000302 | -0.00078 | -0.001083 | 18233800000880 |
34fe0295979e96e3de6f29a5302c86a2 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -6,678,274,802,621,825,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 829.4785 | 58 | 49 | 52.95 | 30.26 | 48.49 | 25.47 | dribble | success | foot | 0.000184 | 0.00193 | 0.002114 | nan |
94b749c201f47f9773ed0f96632c71dd | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -4,608,214,989,341,255,700 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 903.47 | 60 | 3 | 97.99 | 30.49 | 97.99 | 30.49 | shot | success | foot | 0.974178 | 0.000062 | 0.974241 | 18233800000971 |
d825f2a6359e8ac07ee9cf7d20924af1 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 5,941,944,209,712,639,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 1,008.79 | 61 | 48 | 79.45 | 52.86 | 75.64 | 34.2 | pass | success | foot | 0.000227 | 0.000402 | 0.000629 | 18233800000994 |
e5e2b28fbe7677e524822f01ddec3f1c | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 1,376,290,947,922,071,300 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 1,478.067 | 69 | 38 | 13.02 | 43.13 | 78.25 | 60.38 | pass | success | other | 0.00025 | 0.000101 | 0.000351 | 18233800001106_synth_pass |
2164d46dd334996db411b72ff561c79c | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 5,446,897,359,838,839,000 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 2 | 2,023.55 | 78 | 43 | 32.96 | 4.41 | 38.07 | 11.73 | pass | success | foot | -0.001295 | -0.001089 | -0.002383 | 18233800001242 |
21d67828142e8c7b1ce5755d08f5ddfb | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 3,320,493,879,544,644,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 2,782.878 | 91 | 22 | 59.41 | 42.02 | 90.07 | 31.79 | pass | fail | foot | 0.000417 | -0.0001 | 0.000317 | 18233800001404 |
f9cbeeadc7303de4d8652f59b00394a8 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | -7,280,670,893,001,932,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 2,870.95 | 92 | 50 | 28.45 | 53.86 | 28.15 | 53.86 | pass | success | foot | -0.000285 | -0.001144 | -0.001429 | 18233800001432 |
b2710a3c33369104a37b22ef7d3e6f39 | -2,610,804,279,666,496,000 | -6,960,685,815,274,572,000 | 965,773,146,040,947,200 | null | null | 8,079,536,778,010,904,000 | 713,871,211,340,556,500 | -1,084,766,402,409,919,400 | null | 2 | 2,919.119 | 93 | 39 | 75.93 | 1.8 | 75.93 | 1.8 | tackle | success | foot | -0.002011 | -0.001973 | -0.003985 | 18233800001440 |
9e9b9b27d86949ca12ba53486f1a1d6f | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 5,142,930,760,555,967,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 128.3365 | 2 | 8 | 28.97 | 46.33 | 31.06 | 50.55 | dribble | success | foot | -0.00048 | 0.00139 | 0.000909 | nan |
d8e264a725a574a1b171fdd3c5857ebd | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 276,130,789,607,078,140 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 235.676 | 3 | 55 | 36.57 | 36.01 | 61.22 | 46.54 | pass | success | foot | 0.00058 | 0.000308 | 0.000888 | 18240200000101 |
de55c3acaecde27efc8ae5d0a84c573b | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 276,130,789,607,078,140 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 608.673 | 10 | 8 | 44.38 | 9.83 | 62.52 | 22.57 | pass | success | foot | 0.000253 | 0.000199 | 0.000452 | 18240200000211 |
44bf2cf053212b191fce69763c137e67 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -3,085,240,340,442,090,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 963.51 | 16 | 3 | 5.21 | 33.6 | 3.21 | 51.55 | goalkick | success | foot | 0.006191 | -0.008328 | -0.002137 | 18240200000299 |
ce00bde4f6882e53e8119a18fa139136 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 2,027,333,427,499,774,700 | 839,444,251,832,671,600 | -7,666,253,343,095,157,000 | null | 1 | 1,092.48 | 18 | 12 | 72.64 | 39.01 | 95.11 | 13.08 | pass | success | foot | -0.000087 | -0.000049 | -0.000136 | 18240200000329 |
76bc573e8f9fe075d8120b45b24b7a87 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | -1,414,038,767,231,180,300 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 1,236.458 | 20 | 36 | 78.95 | 49.55 | 99.79 | 35.91 | pass | fail | foot | 0.000571 | -0.000111 | 0.00046 | 18240200000382 |
9b85a2767d73ac94c3204a9ccff7da45 | -2,961,480,375,410,660,000 | -6,960,685,815,274,572,000 | 360,461,789,732,972,740 | null | null | 6,591,124,167,307,375,000 | 456,222,814,410,385,660 | -670,996,983,431,031,000 | null | 1 | 1,440.725 | 24 | 0 | 15.13 | 52.55 | 9.02 | 52.35 | pass | success | foot | -0.000836 | -0.000809 | -0.001645 | 18240200000429 |
End of preview. Expand in Data Studio
SPADL/VAEP Action Values
Every on-ball action from ~9.5 million professional soccer events, converted to the SPADL unified format and scored with offensive, defensive, and net VAEP values. Built with the silly-kicks library — enabling player ranking by total contribution beyond goals and assists.
Part of the (Right! Luxury!) Lakehouse soccer analytics platform.
⚠️ Schema change (cut-over 2026-07-22)
This dataset now emits both legacy and canonical Kimball key columns side-by-side. The legacy columns will be removed on 2026-07-22 (90-day dual-column window opened at the PR 4b ship on 2026-04-24, per ADR-011):
| Legacy column | Canonical replacement | Notes |
|---|---|---|
match_id |
match_key |
BIGINT Kimball surrogate; collision-free across providers |
competition_id |
competition_key |
BIGINT Kimball surrogate |
Both columns are populated during the window. Update consumer code to read the canonical match_key / competition_key columns before the cut-over date; after cut-over the legacy columns are removed.
Quick Start
from datasets import load_dataset
ds = load_dataset("luxury-lakehouse/spadl-vaep-action-values")
df = ds["train"].to_pandas()
# Top 10 players by total VAEP contribution
top_players = df.groupby("player_id")["vaep_value"].sum().nlargest(10)
Explore interactively: Soccer Analytics App
What is SPADL/VAEP?
SPADL (Soccer Player Action Description Language) is a unified event representation that converts vendor-specific event streams into 23 canonical action types with standardized coordinates (105×68 meters). This enables cross-source analysis that would otherwise require bespoke adapters per data provider.
VAEP (Valuing Actions by Estimating Probabilities) scores each action by its impact on scoring and conceding probabilities, as described in:
Decroos, T., Bransen, L., Van Haaren, J., & Davis, J. (2019). Actions Speak Louder than Goals: Valuing Player Actions in Soccer. Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.
Data Fields
| Column | Type | Description |
|---|---|---|
action_value_id |
string |
Surrogate key (deterministic hash of match_id + period + time_seconds + player_id + type_id + data_source) |
match_key |
bigint |
Canonical Kimball match FK (ADR-011). BIGINT surrogate, collision-free across providers. |
competition_key |
bigint |
Canonical Kimball competition FK. BIGINT surrogate. |
player_key |
bigint |
Canonical Kimball player FK (PR 7, ADR-011). BIGINT surrogate. |
team_key |
bigint |
Canonical Kimball team FK (PR 7, ADR-011). BIGINT surrogate. |
match_id |
bigint |
LEGACY provider-native match identifier; sunset 2026-07-22 (see top-of-card). |
player_id |
bigint |
Player identifier (source-native) |
team_id |
bigint |
Team identifier (provider-native) |
competition_id |
bigint |
LEGACY provider-native competition identifier; sunset 2026-07-22 (see top-of-card). |
season_id |
bigint |
Season identifier |
period |
int |
Match period (1 = first half, 2 = second half, 3+ = extra time) |
time_seconds |
double |
Elapsed time within the period in seconds |
minute |
int |
Match minute |
second |
int |
Second within the minute |
start_x |
double |
Action start x-coordinate (meters, 0–105) |
start_y |
double |
Action start y-coordinate (meters, 0–68) |
end_x |
double |
Action end x-coordinate (meters, 0–105) |
end_y |
double |
Action end y-coordinate (meters, 0–68) |
action_type |
string |
SPADL action type (see vocabulary below) |
action_result |
string |
Action outcome (success, fail, offside, owngoal, yellow_card, red_card) |
result_source |
string |
Provenance tier of action_result (silly-kicks 4.21+): native (provider-flagged), inferred (derived from follow-on events), stopgap (heuristic fallback). NULL on synthesized dribbles. |
bodypart |
string |
Body part used (foot, head, other, head/other) |
offensive_value |
double |
VAEP offensive value — change in scoring probability |
defensive_value |
double |
VAEP defensive value — change in conceding probability |
vaep_value |
double |
Net VAEP value (offensive_value + defensive_value) |
data_source |
string |
Origin data provider — partition key (statsbomb, wyscout, idsse, metrica, skillcorner) |
original_event_id |
string |
Event ID from the source provider |
gk_pass_length_m |
double |
GVM goalkeeper-distribution pass length in metres (Euclidean start→end); null except on GK distribution passes (silly-kicks 4.31.0, Lamberts 2025; ADR-056). |
gk_pass_length_class |
string |
GVM distribution length bucket: short / medium / long; null off GK distribution passes. |
is_launch |
boolean |
GVM: a long deliberate-distribution launch (length above the long threshold). |
gk_xt_delta |
double |
GVM xT delta (start→end zone) on the lakehouse's canonical 12×8 xT grid; non-null only on successful GK distribution passes — single xT source of truth, derived in dbt (ADR-056). |
Coordinate System
All coordinates use the SPADL academic standard: 105×68 meters representing real-world pitch dimensions. The origin (0, 0) is at the bottom-left corner of the attacking team's half. The x-axis runs along the length of the pitch (0–105m), and the y-axis runs along the width (0–68m).
Action Type Vocabulary
SPADL defines 23 canonical action types:
pass, cross, throw_in, freekick_crossed, freekick_short, corner_crossed, corner_short, take_on, foul, tackle, interception, shot, shot_penalty, shot_freekick, keeper_save, keeper_claim, keeper_punch, keeper_pick_up, clearance, bad_touch, non_action, dribble, goalkick
Data Sources
Partitioned by data_source (data/data_source=<provider>/data.parquet):
| Source | Matches | License |
|---|---|---|
| StatsBomb Open Data | ~3,460 | CC-BY 4.0 |
| Wyscout Public Dataset | ~1,940 | CC-BY-NC 4.0 |
| IDSSE (DFL / Bundesliga open research dataset) | 7 | Research use |
| Metrica Sports Sample Data | 3 | Open sample |
| SkillCorner Open Data (A-League) | 10 | Research use |
Coverage includes the Premier League, La Liga, Serie A, Bundesliga, Ligue 1, Champions League, World Cup, and more. One additional provider (GradientSports / PFF FC, FIFA World Cup 2022) is computed internally but license-restricted and therefore not included in this public dataset.
Limitations
- Open data only: Built from publicly available event data. Commercial datasets with richer event annotations may yield different VAEP scores.
- No tracking data: VAEP is event-based. Off-ball positioning, pressing intensity, and space creation are not captured.
- Competition-agnostic model: The underlying XGBoost model is trained across all competitions jointly. League-specific models may produce more calibrated probabilities.
- Cross-source alignment: Providers use different event taxonomies. The SPADL adapter normalizes them, but subtle differences in event definitions (e.g., duel classification) remain.
Citation
If you use this dataset, please cite the original VAEP paper:
@inproceedings{decroos2019actions,
title={Actions Speak Louder than Goals: Valuing Player Actions in Soccer},
author={Decroos, Tom and Bransen, Lotte and Van Haaren, Jan and Davis, Jesse},
booktitle={Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
pages={1851--1861},
year={2019},
publisher={ACM}
}
And the silly-kicks library:
@article{silly-kicks,
title={silly-kicks: A Python library for valuing soccer actions},
author={Decroos, Tom and Van Haaren, Jan and Davis, Jesse},
year={2020},
url={https://github.com/karsten-s-nielsen/silly-kicks}
}
Companion Resources
| Resource | Type | Description |
|---|---|---|
| VAEP Model | Model | P(scores) + P(concedes) XGBClassifiers trained on this dataset |
| Player Embeddings | Dataset | Behavioral + statistical vectors derived from SPADL actions |
More Information
Explore interactively: Soccer Analytics App
ADR-049 changelog (2026-06-10)
The dataset is now published via the restricted-split mechanism (lakehouse ADR-049): the publisher pulls all providers from the gold mart and routes license-restricted partitions (currently GradientSports) to a private companion repo, with everything else published here. The partition layout is data/data_source=<provider>/data.parquet; legacy stray Parquet files inside partition directories were swept in the same change — glob data/*/data.parquet, not **/*.parquet. The schema also gains result_source (provenance tier of action_result, silly-kicks 4.21+; see Data Fields).
PR 7 changelog (2026-04-27)
The upstream gold mart fct_action_values (9.5M-row VAEP spine) now carries Kimball surrogate FKs (team_key, player_key) alongside the existing match_key (PR 4b) and the legacy team_id/player_id INT columns during the 2026-07-22 dual-column window per ADR-011. SPADL covers SB+WS providers only; native team/player IDs are real BIGINTs cast to string for the dim JOINs. PR 8 will sunset the legacy *_id columns post-2026-07-22.
- License: MIT
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