Spectral Stats - DPC SEA 2021/22 Tour 1: Division II - 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
	Aghanim's Scepter	141	19.05%	91.5	58.16%	+15.81%	-6.73%	-6.73%	0.00%	31:01	15:20	24:41	30:24	35:11	1:07:05	07:46

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
Tidehunter	6	37.50%	100.0	100.00%	+70.00%	0.00%	0.00%	0.00%	27:48	16:14	20:56	25:14	36:45	39:29	15:49	11:42
Clockwerk	4	30.77%	97.6	100.00%	+55.56%	0.00%	0.00%	0.00%	38:10	33:45	33:45	38:47	40:01	40:06	06:16	04:38
Brewmaster	4	100.00%	95.1	75.00%	+75.00%	-75.00%	+25.00%	30.46%	24:10	19:37	19:37	22:27	22:54	31:40	03:17	02:25
Spirit Breaker	10	47.62%	92.7	80.00%	+34.55%	-46.67%	+20.00%	15.50%	31:16	20:06	30:57	32:15	35:15	37:43	04:18	03:11
Skywrath Mage	1	50.00%	90.2	100.00%	0.00%	0.00%	0.00%	0.00%	35:11	35:11	35:11	35:11	35:11	35:11	00:00	00:00
Phantom Assassin	8	53.33%	87.8	75.00%	+46.43%	-25.00%	-25.00%	0.00%	32:33	23:29	26:42	29:56	33:34	51:36	06:52	05:05
Weaver	10	50.00%	85.4	70.00%	+30.00%	+30.00%	-70.00%	-11.34%	31:25	20:21	26:20	30:24	35:09	46:17	08:49	06:31
Mirana	5	33.33%	82.9	80.00%	+20.00%	+20.00%	+20.00%	0.00%	30:37	25:33	25:33	32:23	33:43	35:00	08:10	06:02
Anti-Mage	3	75.00%	80.5	66.67%	-33.33%	+33.33%	0.00%	0.00%	23:46	22:19	22:19	24:17	24:42	24:42	02:23	01:45
Ember Spirit	17	77.27%	78.0	58.82%	-1.18%	+16.18%	+16.18%	0.00%	28:55	22:32	26:26	29:18	30:38	33:37	04:12	03:06
Necrophos	1	33.33%	75.6	100.00%	0.00%	0.00%	0.00%	0.00%	29:12	29:12	29:12	29:12	29:12	29:12	00:00	00:00
Kunkka	5	19.23%	73.2	80.00%	+22.86%	+20.00%	+20.00%	0.00%	40:18	32:36	32:36	36:27	47:04	51:07	14:28	10:42
Void Spirit	10	100.00%	70.7	50.00%	+50.00%	-16.67%	0.00%	3.68%	26:38	22:51	24:23	25:15	28:55	31:43	04:32	03:21
Dark Seer	2	100.00%	68.3	50.00%	+50.00%	+50.00%	0.00%	-38.46%	16:59	16:20	16:20	17:38	17:38	17:38	01:18	00:57
Snapfire	8	40.00%	65.9	62.50%	+12.50%	+37.50%	+37.50%	0.00%	31:02	20:56	22:37	26:47	34:04	48:02	11:27	08:28
Tinker	3	100.00%	63.4	33.33%	+33.33%	+66.67%	0.00%	0.00%	18:17	15:44	15:44	19:23	19:45	19:45	04:01	02:58
Gyrocopter	1	14.29%	61.0	100.00%	0.00%	0.00%	0.00%	0.00%	15:20	15:20	15:20	15:20	15:20	15:20	00:00	00:00
Puck	5	55.56%	58.5	40.00%	-10.00%	+60.00%	-40.00%	-10.40%	30:10	22:24	22:24	30:27	32:01	38:33	09:37	07:07
Dragon Knight	2	40.00%	56.1	50.00%	+16.67%	-50.00%	0.00%	0.00%	29:28	25:52	25:52	33:04	33:04	33:04	07:12	05:20
Dark Willow	1	5.56%	53.7	100.00%	0.00%	0.00%	0.00%	0.00%	46:52	46:52	46:52	46:52	46:52	46:52	00:00	00:00
Bane	4	14.29%	51.2	50.00%	-4.17%	+50.00%	-50.00%	0.00%	39:09	34:00	34:00	37:34	42:10	42:52	08:10	06:02
Monkey King	1	4.17%	48.8	100.00%	0.00%	0.00%	0.00%	0.00%	27:05	27:05	27:05	27:05	27:05	27:05	00:00	00:00
Medusa	2	25.00%	46.3	50.00%	-16.67%	-50.00%	0.00%	0.00%	25:03	25:02	25:02	25:04	25:04	25:04	00:02	00:01
Shadow Demon	2	22.22%	43.9	50.00%	+21.43%	-50.00%	0.00%	0.00%	48:29	48:05	48:05	48:52	48:52	48:52	00:47	00:34
Nyx Assassin	4	66.67%	41.5	25.00%	+25.00%	-25.00%	-25.00%	0.00%	30:10	23:43	23:43	26:43	32:42	37:31	08:59	06:39
Terrorblade	2	18.18%	39.0	50.00%	+16.67%	-50.00%	0.00%	0.00%	37:29	32:52	32:52	42:05	42:05	42:05	09:13	06:49
Invoker	3	37.50%	36.6	33.33%	-6.67%	-33.33%	0.00%	0.00%	41:15	18:51	18:51	37:50	1:07:05	1:07:05	48:14	35:43
Outworld Destroyer	2	15.38%	34.1	50.00%	+13.64%	+50.00%	0.00%	0.00%	23:49	23:31	23:31	24:07	24:07	24:07	00:36	00:26
Queen of Pain	1	4.76%	31.7	0.00%	0.00%	0.00%	0.00%	0.00%	34:21	34:21	34:21	34:21	34:21	34:21	00:00	00:00
Storm Spirit	1	20.00%	29.3	0.00%	0.00%	0.00%	0.00%	0.00%	39:38	39:38	39:38	39:38	39:38	39:38	00:00	00:00
Vengeful Spirit	1	100.00%	26.8	0.00%	0.00%	0.00%	0.00%	0.00%	17:29	17:29	17:29	17:29	17:29	17:29	00:00	00:00
Morphling	2	33.33%	24.4	0.00%	-50.00%	0.00%	0.00%	0.00%	36:34	22:41	22:41	50:27	50:27	50:27	27:46	20:34
Bristleback	1	100.00%	22.0	0.00%	0.00%	0.00%	0.00%	0.00%	19:39	19:39	19:39	19:39	19:39	19:39	00:00	00:00
Spectre	1	50.00%	19.5	0.00%	0.00%	0.00%	0.00%	0.00%	21:34	21:34	21:34	21:34	21:34	21:34	00:00	00:00
Timbersaw	1	8.33%	17.1	0.00%	0.00%	0.00%	0.00%	0.00%	56:42	56:42	56:42	56:42	56:42	56:42	00:00	00:00
Centaur Warrunner	1	50.00%	14.6	0.00%	0.00%	0.00%	0.00%	0.00%	24:33	24:33	24:33	24:33	24:33	24:33	00:00	00:00
Troll Warlord	1	50.00%	12.2	0.00%	0.00%	0.00%	0.00%	0.00%	26:52	26:52	26:52	26:52	26:52	26:52	00:00	00:00
Chaos Knight	1	100.00%	9.8	0.00%	0.00%	0.00%	0.00%	0.00%	40:07	40:07	40:07	40:07	40:07	40:07	00:00	00:00
Wraith King	1	7.69%	7.3	0.00%	0.00%	0.00%	0.00%	0.00%	45:59	45:59	45:59	45:59	45:59	45:59	00:00	00:00
Razor	2	20.00%	4.9	0.00%	-12.50%	0.00%	0.00%	0.00%	36:37	35:22	35:22	37:52	37:52	37:52	02:30	01:51
Hoodwink	1	100.00%	2.4	0.00%	0.00%	0.00%	0.00%	0.00%	41:32	41:32	41:32	41:32	41:32	41:32	00:00	00:00

DPC SEA 2021/22 Tour 1: Division II

DPC 2021/22 Tour 1 - Southeast Asia Regional League - Division II, hosted by Beyond the Summit

Total buybacks: 450