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
	Scythe of Vyse	157	1.54%	37.3	57.32%	+7.56%	+17.04%	-8.60%	0.00%	39:50	22:03	33:45	39:27	45:03	1:01:28	08:22

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
Shadow Fiend	3	9.09%	100.0	100.00%	+56.67%	0.00%	0.00%	0.00%	33:06	26:26	26:26	32:22	40:30	40:30	14:04	10:25
Tinker	7	58.33%	97.9	57.14%	+17.14%	+42.86%	-57.14%	-20.27%	33:35	25:30	27:35	32:28	32:31	49:05	04:56	03:39
Keeper of the Light	11	15.28%	95.7	63.64%	+6.26%	+3.03%	+3.03%	0.00%	35:38	27:55	28:56	34:17	39:11	50:18	10:15	07:35
Leshrac	14	6.22%	93.6	64.29%	+13.58%	+10.71%	-30.96%	0.00%	41:10	30:44	38:15	39:50	47:15	57:49	09:00	06:40
Void Spirit	3	2.04%	91.5	100.00%	+51.39%	0.00%	0.00%	0.00%	37:42	35:07	35:07	36:48	41:12	41:12	06:05	04:30
Broodmother	13	16.67%	89.4	53.85%	-4.61%	+12.82%	+12.82%	0.00%	36:52	31:41	33:45	35:48	39:22	42:24	05:37	04:09
Clinkz	2	5.41%	87.2	100.00%	+40.00%	0.00%	0.00%	0.00%	42:29	37:15	37:15	47:42	47:42	47:42	10:27	07:44
Nature's Prophet	2	4.00%	85.1	100.00%	+56.25%	0.00%	0.00%	0.00%	38:38	38:09	38:09	39:07	39:07	39:07	00:58	00:42
Invoker	15	13.39%	83.0	46.67%	-6.94%	+53.33%	-21.67%	-8.12%	38:19	26:39	32:54	41:06	42:08	52:16	09:14	06:50
Viper	2	2.13%	80.9	100.00%	+52.17%	0.00%	0.00%	0.00%	38:31	35:11	35:11	41:50	41:50	41:50	06:39	04:55
Timbersaw	12	7.19%	78.7	50.00%	+1.61%	+16.67%	+16.67%	0.00%	41:45	31:11	33:18	43:35	45:46	50:06	12:28	09:14
Queen of Pain	3	9.38%	76.6	66.67%	+18.39%	-66.67%	0.00%	0.00%	40:18	37:17	37:17	40:33	43:04	43:04	05:47	04:17
Ancient Apparition	2	1.20%	74.5	100.00%	+43.64%	0.00%	0.00%	0.00%	43:57	41:56	41:56	45:57	45:57	45:57	04:01	02:58
Phoenix	5	2.51%	72.3	60.00%	+8.97%	-60.00%	+40.00%	0.00%	36:15	28:52	28:52	34:44	35:28	49:40	06:36	04:53
Chaos Knight	1	4.35%	70.2	100.00%	0.00%	0.00%	0.00%	0.00%	35:52	35:52	35:52	35:52	35:52	35:52	00:00	00:00
Enchantress	6	3.39%	68.1	50.00%	+0.88%	0.00%	-50.00%	0.00%	47:41	34:08	38:37	49:46	54:35	59:00	15:58	11:49
Storm Spirit	3	2.34%	66.0	66.67%	+16.27%	+33.33%	0.00%	0.00%	45:53	31:00	31:00	50:35	56:03	56:03	25:03	18:33
Templar Assassin	3	1.88%	63.8	66.67%	+12.53%	-66.67%	0.00%	0.00%	35:34	32:08	32:08	35:39	38:55	38:55	06:47	05:01
Hoodwink	3	1.84%	61.7	66.67%	+22.92%	+33.33%	0.00%	0.00%	40:05	31:30	31:30	43:09	45:37	45:37	14:07	10:27
Lina	3	1.74%	59.6	66.67%	+16.97%	-66.67%	0.00%	0.00%	40:26	35:14	35:14	36:42	49:21	49:21	14:07	10:27
Dark Willow	1	1.04%	57.4	100.00%	0.00%	0.00%	0.00%	0.00%	38:50	38:50	38:50	38:50	38:50	38:50	00:00	00:00
Sand King	1	0.84%	55.3	100.00%	0.00%	0.00%	0.00%	0.00%	38:26	38:26	38:26	38:26	38:26	38:26	00:00	00:00
Grimstroke	4	2.30%	53.2	50.00%	+1.18%	+50.00%	-50.00%	0.00%	38:48	30:38	30:38	33:05	45:31	45:56	14:53	11:01
Shadow Demon	1	0.78%	51.1	100.00%	0.00%	0.00%	0.00%	0.00%	45:03	45:03	45:03	45:03	45:03	45:03	00:00	00:00
Medusa	1	0.76%	48.9	100.00%	0.00%	0.00%	0.00%	0.00%	31:38	31:38	31:38	31:38	31:38	31:38	00:00	00:00
Tidehunter	1	0.66%	46.8	100.00%	0.00%	0.00%	0.00%	0.00%	46:49	46:49	46:49	46:49	46:49	46:49	00:00	00:00
Axe	1	0.61%	44.7	100.00%	0.00%	0.00%	0.00%	0.00%	44:10	44:10	44:10	44:10	44:10	44:10	00:00	00:00
Winter Wyvern	1	0.57%	42.6	100.00%	0.00%	0.00%	0.00%	0.00%	46:32	46:32	46:32	46:32	46:32	46:32	00:00	00:00
Arc Warden	2	8.33%	40.4	50.00%	+9.09%	-50.00%	0.00%	0.00%	28:46	28:08	28:08	29:24	29:24	29:24	01:16	00:56
Puck	1	0.49%	38.3	100.00%	0.00%	0.00%	0.00%	0.00%	59:14	59:14	59:14	59:14	59:14	59:14	00:00	00:00
Mars	1	0.38%	36.2	100.00%	0.00%	0.00%	0.00%	0.00%	42:52	42:52	42:52	42:52	42:52	42:52	00:00	00:00
Dark Seer	6	5.56%	34.0	33.33%	-15.69%	+16.67%	-33.33%	0.00%	42:06	27:38	36:45	38:58	52:44	55:16	15:59	11:50
Skywrath Mage	2	4.35%	31.9	50.00%	+9.09%	+50.00%	0.00%	0.00%	51:58	49:22	49:22	54:34	54:34	54:34	05:12	03:51
Kunkka	2	3.23%	29.8	50.00%	+13.33%	+50.00%	0.00%	0.00%	38:08	22:03	22:03	54:12	54:12	54:12	32:09	23:48
Magnus	2	1.55%	27.7	50.00%	-7.48%	-50.00%	0.00%	0.00%	39:56	35:14	35:14	44:37	44:37	44:37	09:23	06:57
Tiny	2	1.14%	25.5	50.00%	+2.02%	+50.00%	0.00%	0.00%	52:54	44:19	44:19	1:01:28	1:01:28	1:01:28	17:09	12:42
Mirana	3	1.74%	23.4	33.33%	-26.43%	+66.67%	0.00%	0.00%	42:08	28:41	28:41	46:23	51:21	51:21	22:40	16:47
Lycan	1	2.94%	21.3	0.00%	0.00%	0.00%	0.00%	0.00%	39:31	39:31	39:31	39:31	39:31	39:31	00:00	00:00
Snapfire	1	0.55%	19.1	0.00%	0.00%	0.00%	0.00%	0.00%	39:27	39:27	39:27	39:27	39:27	39:27	00:00	00:00
Silencer	1	4.35%	17.0	0.00%	0.00%	0.00%	0.00%	0.00%	39:56	39:56	39:56	39:56	39:56	39:56	00:00	00:00
Centaur Warrunner	1	0.68%	14.9	0.00%	0.00%	0.00%	0.00%	0.00%	42:11	42:11	42:11	42:11	42:11	42:11	00:00	00:00
Outworld Destroyer	1	8.33%	12.8	0.00%	0.00%	0.00%	0.00%	0.00%	40:10	40:10	40:10	40:10	40:10	40:10	00:00	00:00
Drow Ranger	1	2.17%	10.6	0.00%	0.00%	0.00%	0.00%	0.00%	44:17	44:17	44:17	44:17	44:17	44:17	00:00	00:00
Pugna	1	6.25%	8.5	0.00%	0.00%	0.00%	0.00%	0.00%	39:04	39:04	39:04	39:04	39:04	39:04	00:00	00:00
Beastmaster	1	1.37%	6.4	0.00%	0.00%	0.00%	0.00%	0.00%	46:19	46:19	46:19	46:19	46:19	46:19	00:00	00:00
Morphling	1	0.88%	4.3	0.00%	0.00%	0.00%	0.00%	0.00%	46:15	46:15	46:15	46:15	46:15	46:15	00:00	00:00
Underlord	3	9.38%	2.1	0.00%	-31.03%	0.00%	0.00%	0.00%	39:36	38:42	38:42	40:03	40:03	40:03	01:21	01:00

Pre-TI10 Teams Stats Recap

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

Rampages total: 32