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 0.103 of its matches.

Where do hat-tricks happen?
League	Per match	Matches
1. Esiliiga A Estonia	0.103	174
2. Pro League United Arab Emirates	0.09	122
3. National Division Luxembourg	0.089	112
4. Campionato San Marino	0.087	104
5. Premier League Singapore	0.078	103
6. Liga II Romania	0.077	233
7. Erovnuli Liga 2 Georgia	0.073	164
8. 3. Lig - Group 2 Türkiye	0.072	264
9. Segunda División Peru	0.071	197
10. 1. Division Norway	0.069	232
11. Meistriliiga Estonia	0.069	174
12. Eerste Divisie Netherlands	0.065	356
13. Coupe de France France	0.064	173
14. Stars League Qatar	0.063	128
15. U19 Bundesliga Germany	0.061	524
16. AFC Champions League Two International	0.061	131
17. 2. Liga Austria	0.06	166
18. Ettan - Södra Sweden	0.058	173
19. Úrvalsdeild Iceland	0.057	123
20. Ykkönen Finland	0.056	126
21. Primera División Uruguay	0.056	108
22. Premiership Northern Ireland	0.054	221
23. Ettan - Norra Sweden	0.052	173
24. La Liga Spain	0.051	352
25. Erovnuli Liga Georgia	0.048	166
26. Druha Liga - Group B Ukraine	0.047	106
27. V.League 1 Vietnam	0.047	171
28. 1. Division Belarus	0.046	197
29. Serie A Italy	0.046	351
30. Tweede Divisie Netherlands	0.044	296
31. FA Cup England	0.044	137
32. Championship Scotland	0.044	160
33. A Lyga Lithuania	0.043	116
34. Superliga Denmark	0.041	222
35. Super Liga Serbia	0.04	274
36. AFC Champions League Elite International	0.04	126
37. UEFA Youth League International	0.039	153
38. Premiership Scotland	0.038	209
39. 3. Liga Germany	0.037	349
40. A-League Australia	0.037	135

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.