Spectral Stats - DPC NA 2021/22 Tour 1: Closed Qualifiers - 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 Shard	86	31.85%	86.8	51.16%	+14.17%	+12.48%	-17.83%	-3.38%	28:34	20:03	23:19	26:38	32:17	52:33	06:38

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
Magnus	2	100.00%	100.0	100.00%	+100.00%	0.00%	0.00%	0.00%	21:26	20:51	20:51	22:01	22:01	22:01	01:10	00:51
Pugna	1	100.00%	97.6	100.00%	0.00%	0.00%	0.00%	0.00%	23:47	23:47	23:47	23:47	23:47	23:47	00:00	00:00
Keeper of the Light	1	100.00%	95.1	100.00%	0.00%	0.00%	0.00%	0.00%	30:12	30:12	30:12	30:12	30:12	30:12	00:00	00:00
Timbersaw	1	100.00%	92.7	100.00%	0.00%	0.00%	0.00%	0.00%	20:05	20:05	20:05	20:05	20:05	20:05	00:00	00:00
Dark Seer	1	100.00%	90.2	100.00%	0.00%	0.00%	0.00%	0.00%	33:38	33:38	33:38	33:38	33:38	33:38	00:00	00:00
Batrider	3	100.00%	87.8	100.00%	+100.00%	0.00%	0.00%	0.00%	21:56	20:03	20:03	21:03	24:41	24:41	04:38	03:25
Pangolier	3	75.00%	85.4	100.00%	+100.00%	0.00%	0.00%	0.00%	22:33	20:07	20:07	23:25	24:06	24:06	03:59	02:57
Ember Spirit	4	57.14%	82.9	100.00%	+33.33%	0.00%	0.00%	0.00%	25:58	22:23	22:23	23:45	26:48	30:57	04:25	03:16
Phantom Lancer	2	66.67%	80.5	100.00%	+100.00%	0.00%	0.00%	0.00%	25:36	21:33	21:33	29:38	29:38	29:38	08:05	05:59
Jakiro	2	50.00%	78.0	100.00%	+100.00%	0.00%	0.00%	0.00%	31:21	30:15	30:15	32:27	32:27	32:27	02:12	01:37
Dark Willow	2	50.00%	75.6	100.00%	+100.00%	0.00%	0.00%	0.00%	27:26	25:43	25:43	29:08	29:08	29:08	03:25	02:31
Ancient Apparition	3	75.00%	73.2	66.67%	+66.67%	-66.67%	0.00%	0.00%	29:48	29:08	29:08	29:23	30:54	30:54	01:46	01:18
Snapfire	12	92.31%	70.7	50.00%	+50.00%	+50.00%	-16.67%	-13.99%	25:40	21:08	21:56	25:02	26:42	32:14	04:46	03:31
Wraith King	1	25.00%	68.3	100.00%	0.00%	0.00%	0.00%	0.00%	23:21	23:21	23:21	23:21	23:21	23:21	00:00	00:00
Shadow Demon	1	25.00%	65.9	100.00%	0.00%	0.00%	0.00%	0.00%	43:41	43:41	43:41	43:41	43:41	43:41	00:00	00:00
Earthshaker	3	100.00%	63.4	33.33%	+33.33%	-33.33%	0.00%	1.51%	30:55	22:33	22:33	25:35	44:37	44:37	22:04	16:20
Luna	5	62.50%	61.0	40.00%	-60.00%	-40.00%	+60.00%	31.25%	24:23	21:32	21:32	23:19	24:44	29:23	03:12	02:22
Storm Spirit	1	12.50%	58.5	100.00%	0.00%	0.00%	0.00%	0.00%	24:16	24:16	24:16	24:16	24:16	24:16	00:00	00:00
Disruptor	2	50.00%	56.1	50.00%	+50.00%	-50.00%	0.00%	0.00%	37:32	36:16	36:16	38:47	38:47	38:47	02:31	01:51
Outworld Destroyer	2	50.00%	53.7	50.00%	-50.00%	+50.00%	0.00%	0.00%	31:11	26:17	26:17	36:05	36:05	36:05	09:48	07:15
Tidehunter	1	8.33%	51.2	100.00%	0.00%	0.00%	0.00%	0.00%	44:38	44:38	44:38	44:38	44:38	44:38	00:00	00:00
Legion Commander	4	100.00%	48.8	25.00%	+25.00%	+75.00%	-25.00%	-28.71%	28:37	23:12	23:12	26:13	26:41	38:23	03:29	02:34
Clockwerk	2	25.00%	46.3	50.00%	-16.67%	+50.00%	0.00%	0.00%	30:55	27:32	27:32	34:18	34:18	34:18	06:46	05:00
Ogre Magi	3	50.00%	43.9	33.33%	-33.34%	-33.33%	0.00%	2.61%	32:31	25:48	25:48	33:10	38:34	38:34	12:46	09:27
Hoodwink	2	20.00%	41.5	50.00%	0.00%	+50.00%	0.00%	0.00%	30:05	21:04	21:04	39:05	39:05	39:05	18:01	13:20
Mars	4	57.14%	39.0	25.00%	-8.33%	-25.00%	+75.00%	31.58%	28:50	21:17	21:17	23:53	24:27	45:44	03:10	02:20
Leshrac	1	100.00%	36.6	0.00%	0.00%	0.00%	0.00%	0.00%	28:45	28:45	28:45	28:45	28:45	28:45	00:00	00:00
Tiny	1	25.00%	34.1	0.00%	0.00%	0.00%	0.00%	0.00%	31:20	31:20	31:20	31:20	31:20	31:20	00:00	00:00
Necrophos	1	100.00%	31.7	0.00%	0.00%	0.00%	0.00%	0.00%	21:16	21:16	21:16	21:16	21:16	21:16	00:00	00:00
Queen of Pain	1	33.33%	29.3	0.00%	0.00%	0.00%	0.00%	0.00%	39:49	39:49	39:49	39:49	39:49	39:49	00:00	00:00
Beastmaster	1	50.00%	26.8	0.00%	0.00%	0.00%	0.00%	0.00%	33:03	33:03	33:03	33:03	33:03	33:03	00:00	00:00
Abaddon	1	11.11%	24.4	0.00%	0.00%	0.00%	0.00%	0.00%	27:10	27:10	27:10	27:10	27:10	27:10	00:00	00:00
Faceless Void	2	50.00%	22.0	0.00%	-100.00%	0.00%	0.00%	0.00%	35:21	27:38	27:38	43:04	43:04	43:04	15:26	11:25
Phantom Assassin	1	50.00%	19.5	0.00%	0.00%	0.00%	0.00%	0.00%	35:24	35:24	35:24	35:24	35:24	35:24	00:00	00:00
Void Spirit	3	33.33%	17.1	0.00%	-33.33%	0.00%	0.00%	0.00%	26:37	21:44	21:44	25:49	32:17	32:17	10:33	07:48
Dragon Knight	1	100.00%	14.6	0.00%	0.00%	0.00%	0.00%	0.00%	21:48	21:48	21:48	21:48	21:48	21:48	00:00	00:00
Weaver	1	25.00%	12.2	0.00%	0.00%	0.00%	0.00%	0.00%	34:54	34:54	34:54	34:54	34:54	34:54	00:00	00:00
Dazzle	1	100.00%	9.8	0.00%	0.00%	0.00%	0.00%	0.00%	35:27	35:27	35:27	35:27	35:27	35:27	00:00	00:00
Sven	1	50.00%	7.3	0.00%	0.00%	0.00%	0.00%	0.00%	52:33	52:33	52:33	52:33	52:33	52:33	00:00	00:00
Medusa	1	12.50%	4.9	0.00%	0.00%	0.00%	0.00%	0.00%	26:42	26:42	26:42	26:42	26:42	26:42	00:00	00:00
Dawnbreaker	1	100.00%	2.4	0.00%	0.00%	0.00%	0.00%	0.00%	26:38	26:38	26:38	26:38	26:38	26:38	00:00	00:00

DPC NA 2021/22 Tour 1: Closed Qualifiers

DPC 2021/22 Tour 1 North America Closed Qualifiers, hosted by ESL

Total observer wards planted: 976