Spectral Stats - Pre-TI10 Teams Stats Recap - Items - Heroes

Explain this to me

Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.

		Total			Winrate shifts					Timings
	Item	Pickups	Pickup rate	Rank	Winrate	When picked	Early	Late	Gradient (%/min)	Mean	Min	Q1	Median	Q3	Max	Std.Dev
	Mekansm	408	3.99%	78.0	59.31%	+9.91%	-9.31%	+5.40%	1.93%	19:22	08:25	14:58	18:00	22:35	49:33	05:38

ColumnsTotalWinrate shiftsTimings

	Total			Winrate shifts					Timings
Hero	Pickups	Pickup rate	Rank	Winrate	When picked	Early	Late	Gradient (%/min)	Mean	Min	Q1	Median	Q3	Max	Window	Std.Dev
Snapfire	49	27.07%	100.0	79.59%	+37.17%	-4.59%	+3.74%	2.55%	18:40	10:11	16:52	18:15	20:08	30:41	03:16	02:25
Mirana	69	40.12%	97.6	65.22%	+9.88%	-18.16%	+17.13%	4.74%	21:09	11:25	16:46	19:58	24:13	39:02	07:27	05:31
Broodmother	35	44.87%	95.2	62.86%	+9.37%	-7.30%	-18.42%	-2.30%	17:51	10:27	15:42	17:24	20:32	25:28	04:50	03:34
Io	42	73.68%	92.9	57.14%	+43.81%	+24.68%	-27.14%	-8.36%	17:34	10:35	14:19	16:34	20:31	32:00	06:12	04:35
Chen	15	68.18%	90.5	53.33%	-3.81%	-28.33%	+46.67%	5.73%	18:55	11:06	11:55	14:22	25:01	34:15	13:06	09:42
Grimstroke	7	4.02%	88.1	85.71%	+38.40%	+14.29%	+14.29%	0.00%	23:58	15:49	18:10	21:22	21:30	49:33	03:20	02:28
Leshrac	26	11.56%	85.7	61.54%	+11.29%	-18.68%	+5.13%	5.07%	16:53	10:32	12:40	15:20	17:22	32:27	04:42	03:28
Dark Seer	41	37.96%	83.3	51.22%	+4.95%	-1.22%	-21.22%	-2.24%	17:31	09:04	13:29	15:05	22:25	27:29	08:56	06:37
Enigma	4	18.18%	81.0	75.00%	+8.33%	+25.00%	+25.00%	0.00%	10:32	09:17	09:17	10:31	10:35	11:43	01:18	00:57
Magnus	15	11.63%	78.6	60.00%	+2.98%	+15.00%	+40.00%	6.58%	15:04	11:17	12:25	14:32	16:13	21:39	03:48	02:48
Necrophos	10	47.62%	76.2	50.00%	+4.55%	+16.67%	+50.00%	5.42%	15:15	08:25	11:15	13:25	17:24	30:11	06:09	04:33
Enchantress	11	6.21%	73.8	63.64%	+15.45%	+3.03%	+3.03%	0.00%	22:34	11:53	19:04	24:58	25:50	27:45	06:46	05:00
Dazzle	14	73.68%	71.4	35.71%	-44.29%	+14.29%	-2.38%	-3.45%	17:34	10:42	15:02	16:20	19:52	28:10	04:50	03:34
Treant Protector	4	4.21%	69.0	75.00%	+23.35%	+25.00%	+25.00%	0.00%	24:09	18:36	18:36	19:02	26:06	32:51	07:30	05:33
Pangolier	7	4.73%	66.7	57.14%	+4.66%	-7.14%	-57.14%	0.00%	24:37	17:36	18:39	19:22	27:19	42:26	08:40	06:25
Ancient Apparition	7	4.19%	64.3	57.14%	+0.26%	-7.14%	-7.14%	0.00%	31:07	15:36	23:15	24:40	37:19	47:06	14:04	10:25
Crystal Maiden	1	7.14%	61.9	100.00%	0.00%	0.00%	0.00%	0.00%	21:36	21:36	21:36	21:36	21:36	21:36	00:00	00:00
Keeper of the Light	3	4.17%	59.5	66.67%	+8.70%	+33.33%	0.00%	0.00%	17:46	14:40	14:40	16:15	22:24	22:24	07:44	05:43
Timbersaw	9	5.39%	57.1	44.44%	-4.29%	-44.44%	+5.56%	0.00%	24:06	15:04	16:38	24:51	27:27	34:06	10:49	08:00
Witch Doctor	1	2.78%	54.8	100.00%	0.00%	0.00%	0.00%	0.00%	25:14	25:14	25:14	25:14	25:14	25:14	00:00	00:00
Warlock	1	1.49%	52.4	100.00%	0.00%	0.00%	0.00%	0.00%	29:43	29:43	29:43	29:43	29:43	29:43	00:00	00:00
Disruptor	1	1.43%	50.0	100.00%	0.00%	0.00%	0.00%	0.00%	37:19	37:19	37:19	37:19	37:19	37:19	00:00	00:00
Dark Willow	1	1.04%	47.6	100.00%	0.00%	0.00%	0.00%	0.00%	32:55	32:55	32:55	32:55	32:55	32:55	00:00	00:00
Abaddon	4	2.70%	45.2	50.00%	+4.17%	-50.00%	-50.00%	0.00%	22:16	19:36	19:36	22:32	23:09	23:45	03:33	02:37
Elder Titan	1	0.67%	42.9	100.00%	0.00%	0.00%	0.00%	0.00%	23:31	23:31	23:31	23:31	23:31	23:31	00:00	00:00
Hoodwink	1	0.61%	40.5	100.00%	0.00%	0.00%	0.00%	0.00%	17:03	17:03	17:03	17:03	17:03	17:03	00:00	00:00
Dragon Knight	1	0.52%	38.1	100.00%	0.00%	0.00%	0.00%	0.00%	13:18	13:18	13:18	13:18	13:18	13:18	00:00	00:00
Phoenix	1	0.50%	35.7	100.00%	0.00%	0.00%	0.00%	0.00%	30:46	30:46	30:46	30:46	30:46	30:46	00:00	00:00
Venomancer	2	6.45%	33.3	50.00%	+1.72%	-50.00%	0.00%	0.00%	18:09	15:46	15:46	20:32	20:32	20:32	04:46	03:31
Undying	3	9.68%	31.0	33.33%	-16.67%	-33.33%	0.00%	0.00%	24:37	19:09	19:09	23:57	30:45	30:45	11:36	08:35
Underlord	6	18.75%	28.6	16.67%	-14.10%	-16.67%	+83.33%	17.29%	22:20	16:57	18:45	19:11	24:32	32:38	05:47	04:17
Tidehunter	3	1.97%	26.2	33.33%	-19.02%	-33.33%	0.00%	0.00%	17:20	11:05	11:05	15:39	25:16	25:16	14:11	10:30
Doom	1	0.78%	23.8	0.00%	0.00%	0.00%	0.00%	0.00%	12:32	12:32	12:32	12:32	12:32	12:32	00:00	00:00
Omniknight	1	1.64%	21.4	0.00%	0.00%	0.00%	0.00%	0.00%	30:48	30:48	30:48	30:48	30:48	30:48	00:00	00:00
Nature's Prophet	1	2.00%	19.0	0.00%	0.00%	0.00%	0.00%	0.00%	12:26	12:26	12:26	12:26	12:26	12:26	00:00	00:00
Viper	2	2.13%	16.7	0.00%	-50.00%	0.00%	0.00%	0.00%	15:19	13:40	13:40	16:58	16:58	16:58	03:18	02:26
Lich	1	4.55%	14.3	0.00%	0.00%	0.00%	0.00%	0.00%	20:55	20:55	20:55	20:55	20:55	20:55	00:00	00:00
Clockwerk	1	0.79%	11.9	0.00%	0.00%	0.00%	0.00%	0.00%	22:02	22:02	22:02	22:02	22:02	22:02	00:00	00:00
Razor	1	1.18%	9.5	0.00%	0.00%	0.00%	0.00%	0.00%	17:02	17:02	17:02	17:02	17:02	17:02	00:00	00:00
Puck	1	0.49%	7.1	0.00%	0.00%	0.00%	0.00%	0.00%	19:40	19:40	19:40	19:40	19:40	19:40	00:00	00:00
Visage	2	28.57%	4.8	0.00%	-40.00%	0.00%	0.00%	0.00%	17:23	17:02	17:02	17:44	17:44	17:44	00:42	00:31
Shadow Demon	2	1.55%	2.4	0.00%	-58.27%	0.00%	0.00%	0.00%	32:07	21:57	21:57	42:17	42:17	42:17	20:20	15:03

Pre-TI10 Teams Stats Recap

Including all tournaments and qualifiers since april (DPC 2021 Season 2)

Heroes contested: 120