Manchester United won the most penalties by a club in the Premier League in 2019-20, with 12 penalties won.

	CLUB	PK-W	SEASON	M	W	D	L	G	GC	SH	SOT	PASS-ATT	PASS	POSS%	FOUL	YC	RC
1	Man United	12	2019-20	38	18	12	8	66	36	543	216	19,924	16,643	56.1	423	73	0
2	Man City	10	2019-20	38	26	3	9	102	35	745	265	26,159	23,372	66.9	361	64	4
3	Watford	7	2019-20	38	8	10	20	36	64	424	124	13,976	10,281	42.5	481	80	3
4	Chelsea	6	2019-20	38	20	6	12	69	54	625	223	23,030	19,617	60.7	386	60	0
5	Leicester	6	2019-20	38	18	8	12	67	41	536	189	19,652	16,280	57.4	418	43	3
6	Liverpool	4	2019-20	38	32	3	3	85	33	590	231	23,610	19,899	63.4	331	38	1
7	Southampton	4	2019-20	38	15	7	16	51	60	500	181	15,560	11,433	49.2	450	55	4
8	Tottenham	4	2019-20	38	16	11	11	61	47	445	160	18,476	15,032	52.1	423	84	3
9	Wolves	4	2019-20	38	15	14	9	51	40	458	145	16,565	13,079	48.3	406	61	2
10	West Ham	3	2019-20	38	10	9	19	49	62	418	163	14,901	11,313	44.0	386	64	1
11	Arsenal	2	2019-20	38	14	14	10	56	48	407	151	18,506	15,452	53.9	420	88	5
12	Aston Villa	2	2019-20	38	9	8	21	41	67	459	151	13,668	10,513	43.9	451	70	1
13	Bournemouth	2	2019-20	38	9	7	22	40	65	388	121	14,498	10,923	43.8	369	78	3
14	Brighton	2	2019-20	38	9	14	15	39	54	460	141	17,937	14,503	52.2	385	59	2
15	Crystal Palace	2	2019-20	38	11	10	17	31	50	376	120	14,523	11,094	44.5	424	62	2
16	Burnley	1	2019-20	38	15	9	14	43	50	389	135	12,670	8,892	41.4	412	67	0
17	Norwich City	1	2019-20	38	5	6	27	26	75	408	131	17,077	13,706	49.2	363	68	3
18	Sheffield Utd	1	2019-20	38	14	12	12	39	39	354	117	14,790	11,001	43.0	410	63	2