Where do hat-tricks happen?

Matches with a hat-trick, as a share of all matches. Rare everywhere — about one in thirty-seven across the majors.

Esiliiga A (Estonia) sees them most: a hat-trick in 0.174 of its matches.

Where do hat-tricks happen?
League	Per match	Matches
1. Esiliiga A Estonia	0.174	172
2. Premier League Hong Kong SAR China	0.126	103
3. Pro League United Arab Emirates	0.121	165
4. Meistaradeildin Faroe Islands	0.108	102
5. National Division Luxembourg	0.092	173
6. Meistriliiga Estonia	0.091	165
7. Campionato San Marino	0.087	126
8. Kakkonen - Lohko B Finland	0.087	126
9. UEFA Champions League International	0.071	198
10. Liga II Romania	0.069	174
11. Premier League Wales	0.069	175
12. Stars League Qatar	0.064	172
13. FA Cup England	0.063	142
14. EFL Trophy England	0.059	102
15. Erovnuli Liga 2 Georgia	0.058	139
16. Division Profesional - Apertura Paraguay	0.056	124
17. Eerste Divisie Netherlands	0.055	361
18. Türkiye Kupası Türkiye	0.052	172
19. U19 Bundesliga Germany	0.05	518
20. Serie A Italy	0.05	359
21. National League England	0.049	511
22. Premier League Singapore	0.048	104
23. Bundesliga Germany	0.045	286
24. Primera División Costa Rica	0.045	267
25. Premiership Scotland	0.042	213
26. A Lyga Lithuania	0.042	119
27. Premier League Kuwait	0.042	192
28. League Two Scotland	0.041	169
29. Ettan - Södra Sweden	0.041	170
30. Pro League Saudi Arabia	0.041	171
31. V.League 1 Vietnam	0.041	172
32. Football League Greece	0.04	247
33. 1. Lig Türkiye	0.039	279
34. A-League Australia	0.038	131
35. Ykkönen Finland	0.038	132
36. Superliga Denmark	0.036	225
37. Super League Switzerland	0.036	169
38. Major League Soccer United States	0.033	329
39. Division Profesional - Clausura Paraguay	0.033	123
40. Liga Nacional Honduras	0.032	185

Showing every competition. Major competitions only

Three or more goals by one player in one match, own goals excluded. A player is identified by the name on the record, so a league appears only once its events carry scorers.