Total Shots Ratio) Otherwise known as Corsi in hockey. This looks at a teams share of the total (missed/blocked/on target) shots count. shots for / total shots (shots f + shots a)

SoTR (shots On Target Ratio) This looks at a teams share of the shots on target count. shots on target f / total shots on target

Fenwick/Unblocked Shots Ratio This looks at a teams share of the shots count with all blocked shots removed. missed shots f + shots on target f / total missed shots + total shots on target

PDO Scoring% (goals/shots on target) + Save % (100-goals against/shots on target against)

Zone Time Minutes spent in each zone (attacking, middle, defensive) per game.

Time Total number of minutes spent winning/drawing/losing

Week 24 (Sortable Tables)

All tables set to Close Game State.

TSR

This is each teams share of the shots count. Tied tells us about a teams share of the shots when the score is tied. Close is when the score is tied or within a single goal. Total is all game situations (0-0's or 5-1's etc).

Man City are the best team across the board and this is unlikely to change form now until the seasons end.

Cardiff and Fulham are adrift. Again, this is unlikely to change before seasons end.

The relationship between the two numbers - TSR/shots share% and points won - are as follows:

Tied 0.836

Close 0.82

Total 0.76

The closer the number (r2) is towards 1 the better the *relationship between the two stats.

Pos	TSR/Corsi	Tied	Close	Total
2	Man City	66.81	65.42	63.78
3	Chelsea	64.51	62.31	62.27
6	Tottenham	63.25	61.2	58.93
1	Arsenal	63.02	58.93	55.12
9	Southampton	53.82	58.18	58.01
5	Everton	56.32	57.24	57.14
8	Newcastle	61	56.35	56.03
4	Liverpool	61.07	54.22	55.7
7	Man United	50.59	53.15	53.38
12	Swansea	47.87	49.29	51.69
16	West Brom	42.33	48.5	48.76
15	Norwich	47.97	45.99	44.57
10	Aston Villa	44.55	45.54	46.61
17	Palace	41.9	44.79	46.63
13	Hull	43.37	44.16	44.64
11	Stoke	46.98	43.63	42.52
14	Sunderland	49.59	42.11	42.88
18	West Ham	37.14	40.52	38.84
20	Fulham	35.82	37.07	38.67
19	Cardiff	33.53	35.84	36.59

SoTR

Chelsea edge out Man City in this table which shows each teams share of the shots on target.

Cardiff and West Ham are terrible.

The relationship between the two numbers - SoTR/shots on target share% and points won - are as follows:

Tied 0.88

Close 0.87

Total 0.82

The closer the number (r2) is towards 1 the better the *relationship between the two stats.

Pos	SoTR	Tied	Close	Total
3	Chelsea	66.99	65.08	65.88
2	Man City	66.67	63.37	63.37
1	Arsenal	64.77	60.94	58.01
5	Everton	56.78	58.76	59.03
4	Liverpool	62.79	58.2	60.47
6	Tottenham	61.39	57.67	54.67
9	Southampton	52.75	57.39	58.64
7	Man United	52	55.56	54.5
8	Newcastle	59.14	54.14	55.02
16	West Brom	39.58	47.13	45.69
12	Swansea	43	46.75	51.01
15	Norwich	49.51	46.29	42.65
17	Palace	41.76	46.25	44.68
10	Aston Villa	46.46	46.15	46.91
13	Hull	44.19	42.86	43.86
11	Stoke	43.88	40.22	39.05
20	Fulham	39.83	39.15	39.02
14	Sunderland	47.14	39.11	39.81
18	West Ham	37.74	36.61	36.59
19	Cardiff	30.48	35.33	34.88

Fenwick

Fenwick is the name for the share of the shots count but with blocked shots removed. It is a wonderful stat for hockey, but doesn't have quite the same explanatory or predictive power in football. Still, it's interesting to see how teams fare by a shots count which removes blocks for and against.

The relationship between the two numbers - TSR/shots share% and points won - are as follows:

Tied 0.76

Close 0.77

Total 0.75

The closer the number (r2) is towards 1 the better the *relationship between the two stats.

Pos	Fenwick	Tied	Close	Total
2	Man City	62.5	63.09	61
3	Chelsea	64.02	62.08	62.42
6	Tottenham	60.5	59.11	56.16
1	Arsenal	62.56	57.48	54.21
8	Newcastle	62.11	57.11	55.38
5	Everton	53.31	55.53	55.49
9	Southampton	51.85	55.53	55.5
4	Liverpool	59.34	54.43	57.09
7	Man United	50.54	53.22	53.46
16	West Brom	46.54	51.68	50.9
12	Swansea	47.41	48	50.96
10	Aston Villa	46.43	47.3	47.62
17	Palace	43.09	47.22	47.83
15	Norwich	49.39	45.98	45.04
11	Stoke	50	45.6	44.07
13	Hull	44.29	43.62	43.46
18	West Ham	38.66	42.06	41.7
14	Sunderland	49.44	38.86	41.18
20	Fulham	34	37.44	38.81
19	Cardiff	32.81	35.7	36.4

PDO

If Callum Hamilton can understand this stat, then so can you!

PDO is simply the addition of a teams scoring% and save%. This stat tells us a little about how well each team converts its shots on target and prevents the opposition from converting its shots on target. This stat regresses heavily toward the mean and is widely regarding as a proxy for luck.

Pos	Team	SC%	SAVE%	PDO
1	Arsenal	34.31	78.35	112.66
10	Aston Villa	29.67	66.99	96.66
19	Cardiff	25.33	70.92	96.26
3	Chelsea	31.21	72.22	103.43
17	Palace	17.65	67.96	85.61
5	Everton	27.82	73.12	100.94
20	Fulham	23.4	65.13	88.54
13	Hull	30.67	69.07	99.74
4	Liverpool	37.18	71.57	108.75
2	Man City	43.59	69.32	112.91
7	Man United	33.62	70.1	103.72
8	Newcastle	25.4	69.61	95
15	Norwich	21.35	70.4	91.75
9	Southampton	30.36	66.25	96.61
11	Stoke	29.27	70.08	99.35
14	Sunderland	29.41	71.65	101.07
12	Swansea	28.43	65	93.43
6	Tottenham	25.2	68.93	94.14
16	West Brom	31.11	68.22	99.34
18	West Ham	31.17	74.81	105.98

Time Spent Winning/Drawing/Losing

This is the total number of minutes each team has spent at each game state. These numbers are per 90 minutes, ie, I do not include injury time. I probably should but it makes things a hella lot more difficult for me to process.

Man City and Liverpool post excellent "win" numbers, but it's likely that those totals will fall off a little between now and seasons end. SImple regression and a n understanding that is nearly impossible to spend ~50 minutes per game in a winning position.

Swansea post some pretty numbers in this chart.

Team	Win	Draw	Loss
Man City	1171	811	188
Liverpool	1103	751	306
Arsenal	915	995	250
Chelsea	857	1081	232
Man United	732	881	547
Newcastle	671	990	499
Southampton	612	981	567
Tottenham	552	1120	488
Everton	547	1256	367
Sunderland	541	831	788
Hull	494	1119	547
Stoke	407	1155	608
West Ham	403	1208	549
Aston Villa	370	1154	636
Palace	361	1028	771
Swansea	337	1051	772
Norwich	316	1071	773
West Brom	300	1165	695
Fulham	270	1069	821
Cardiff	244	1117	799

Zone Time

Some poor teams at the foot of this table, Liverpool post odd, conflicting numbers in the middle of this table and then there is Man City at the top of this table.

Man City have spent the most amount of minutes in a winning position of all the PL teams through week 24. Usually, when a team spends a lot of time winning we would expect that winning team to sit a little deeper, protect its one goal lead by tightening its defensive shape, cede possession and thus spend a little more time in its own defensive end.

Man City are not that prototypical team when winning. City spend a league low 21.5 minutes per game in their defensive end. And that is despite spending so many minutes leading. City control games, spend a lot of time in the oppositions third of the pitch and are able, whether winning or losing, to prevent the opposition from spending too much time in City's own defensive third.

	O Zone Time	N Zone Time	D Zone Time
Man City	27.1	41.5	21.5
Chelsea	27.6	40.1	22.4
Tottenham	26.7	41	22.4
Man United	26.6	41	22.4
Arsenal	26.1	40.4	23.5
Swansea	23.6	42.8	23.7
Newcastle	24.5	41.6	24
Everton	27.7	38.1	24.2
West Brom	25.6	40.1	24.3
Southampton	25.1	40.4	24.6
Hull	23.9	40.8	25.4
Aston Villa	22.8	41.5	25.7
Liverpool	24.7	39.2	26.1
West Ham	25.4	38.4	26.2
Norwich	25.6	37.8	26.6
Sunderland	23.6	39.5	26.9
Stoke	22.5	40.7	26.9
Palace	23.9	39.1	27
Fulham	22.7	39.9	27.4
Cardiff	23.2	39.2	27.7