Datasets:
id stringclasses 8
values | match_id stringclasses 8
values | team stringclasses 8
values | player stringclasses 8
values | minute int64 29 86 | phase stringclasses 2
values | pressure_context stringclasses 7
values | possession_start_state stringclasses 8
values | creation_actions stringclasses 8
values | shot_context stringclasses 8
values | shot_xG float64 0.05 0.3 | created_shot_xG_proxy float64 0.05 0.28 | advantage_generated_delta_xG stringclasses 8
values | creation_mode stringclasses 7
values | creation_integrity_label stringclasses 4
values | rationale stringclasses 8
values | coaching_recommendation stringclasses 8
values | constraints stringclasses 2
values | gold_checklist stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SCI-PL-001 | PL_2026_ARS_LIV | Arsenal | Martinelli | 83 | final third | down 1; compact block | left half-space; 2v2 | fix fullback; slip inside; cutback | central shot from cutback | 0.22 | 0.22 | 0.12 | manipulation_cutback | creation_high | Created central access from a blocked lane and raised xG by 0.12 | repeat cutback triggers; first-touch quality | Under 220 words. | label+delta+mode+pressure+action |
SCI-PL-002 | PL_2026_MCI_TOT | ManCity | Haaland | 58 | final third | tied; medium pressure | box entry; back to goal | pin CB; layoff; spin near post | near-post finish | 0.28 | 0.28 | 0.10 | third_man_run | creation_high | Used pin-and-spin pattern to create high xG chance | timing of spin; near-post run reps | Under 220 words. | label+delta+mode+pressure+action |
SCI-PL-003 | PL_2026_MUN_BHA | ManUtd | Rashford | 77 | final third | down 1; time pressure | wide isolation; 1v2 | one-touch into shot lane | wide-angle shot | 0.06 | 0.06 | -0.04 | bailout | creation_low | Did not create separation or central access; shot stayed low xG | delay-and-fix cue; search cutback | Under 220 words. | label+delta+mode+pressure+action |
SCI-PL-004 | PL_2026_NEW_CHE | Newcastle | Gordon | 41 | transition | up 1; open field | 3v2 break | carry to commit; square pass; return | shot in channel | 0.18 | 0.18 | 0.08 | transition_exploit | creation_high | Committed defender then released runner to improve shot quality | counter timing; head-up scan | Under 220 words. | label+delta+mode+pressure+action |
SCI-PL-005 | PL_2026_BHA_EVE | Brighton | Enciso | 29 | final third | low pressure | edge of box; reset available | early shot through traffic | blocked shot | 0.05 | 0.05 | -0.03 | bailout | creation_low | No advantage created; better creation sequence existed | patience reps; second-line runs | Under 220 words. | label+delta+mode+pressure+action |
SCI-PL-006 | PL_2026_TOT_AVL | Tottenham | Son | 86 | final third | late game; close score | left channel; 2 defenders | fake cross; cut inside; separation | shot from top of box | 0.12 | 0.12 | 0.05 | isolation_beats | creation_medium | Created partial separation but did not reach central high xG zone | finish after beat; extra pass scan | Under 220 words. | label+delta+mode+pressure+action |
SCI-PL-007 | PL_2026_LIV_BRE | Liverpool | Salah | 64 | final third | high press; quick regain | counterpress win; first-time slip | 1v1 shot | 0.30 | 0.3 | 0.14 | fix_and_release | creation_high | Turnover exploited immediately to create high xG chance | rehearse first-time slips after regain | Under 220 words. | label+delta+mode+pressure+action | null |
SCI-PL-008 | PL_2026_CRY_FUL | CrystalPalace | Eze | 70 | final third | tied; medium pressure | central pocket; 3 options | carry to draw; reverse pass; return | shot from inside box | 0.17 | 0.17 | 0.07 | fix_and_release | creation_medium | Created advantage through draw-and-release; not maximal xG | speed of release; box entry cues | Under 220 words. | label+delta+mode+pressure+action |
What this dataset tests
Shot creation quality in Premier League football.
Not goals.
Not shooting skill.
Creation integrity.
Task
Given the creation sequence and the shot context
classify creation integrity
- creation_high
- creation_medium
- creation_low
Required outputs
- label
- advantage delta in xG
- creation mode
- pressure note
- coaching recommendation
- Downloads last month
- 12