Spectral Stats - DPC2021 Season 1: SEA - Lower Division - 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
	Force Staff	78	11.30%	73.9	55.13%	+1.77%	+6.77%	-2.50%	-0.75%	27:44	13:36	22:03	26:51	34:29	49:10	07:56

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
Dark Seer	1	100.00%	100.0	100.00%	0.00%	0.00%	0.00%	0.00%	34:49	34:49	34:49	34:49	34:49	34:49	00:00	00:00
Lich	1	100.00%	97.4	100.00%	0.00%	0.00%	0.00%	0.00%	25:09	25:09	25:09	25:09	25:09	25:09	00:00	00:00
Sniper	1	100.00%	94.7	100.00%	0.00%	0.00%	0.00%	0.00%	21:25	21:25	21:25	21:25	21:25	21:25	00:00	00:00
Nyx Assassin	7	31.82%	92.1	100.00%	+40.12%	0.00%	0.00%	0.00%	29:21	18:44	27:54	32:22	34:56	36:47	07:02	06:08
Arc Warden	2	40.00%	89.5	100.00%	+25.33%	0.00%	0.00%	0.00%	31:00	27:30	34:29	34:29	34:29	34:29	00:00	04:56
Skywrath Mage	1	50.00%	86.8	100.00%	0.00%	0.00%	0.00%	0.00%	47:23	47:23	47:23	47:23	47:23	47:23	00:00	00:00
Gyrocopter	1	50.00%	84.2	100.00%	0.00%	0.00%	0.00%	0.00%	13:36	13:36	13:36	13:36	13:36	13:36	00:00	00:00
Winter Wyvern	1	50.00%	81.6	100.00%	0.00%	0.00%	0.00%	0.00%	42:20	42:20	42:20	42:20	42:20	42:20	00:00	00:00
Rubick	3	15.79%	78.9	100.00%	+43.21%	0.00%	0.00%	0.00%	30:08	23:48	32:40	33:56	33:56	33:56	01:16	05:31
Shadow Demon	4	44.44%	76.3	75.00%	-9.21%	-25.00%	+25.00%	0.00%	32:20	23:45	30:51	36:24	38:20	38:20	07:29	06:32
Sand King	2	18.18%	73.7	100.00%	+29.93%	0.00%	0.00%	0.00%	31:58	30:40	33:16	33:16	33:16	33:16	00:00	01:50
Ogre Magi	2	11.76%	71.1	100.00%	+32.62%	0.00%	0.00%	0.00%	38:37	33:23	43:51	43:51	43:51	43:51	00:00	07:24
Keeper of the Light	4	66.67%	68.4	50.00%	-1.16%	+50.00%	-50.00%	-13.39%	21:33	17:07	19:23	22:52	26:51	26:51	07:28	04:14
Venomancer	1	20.00%	65.8	100.00%	0.00%	0.00%	0.00%	0.00%	15:21	15:21	15:21	15:21	15:21	15:21	00:00	00:00
Clockwerk	3	27.27%	63.2	66.67%	+17.76%	+33.33%	-66.67%	-7.18%	25:25	18:14	22:03	35:59	35:59	35:59	13:56	09:20
Abaddon	1	16.67%	60.5	100.00%	0.00%	0.00%	0.00%	0.00%	28:09	28:09	28:09	28:09	28:09	28:09	00:00	00:00
Batrider	5	71.43%	57.9	40.00%	-3.48%	+10.00%	-40.00%	0.00%	28:04	22:51	24:05	30:28	35:20	35:20	11:15	05:02
Nature's Prophet	1	14.29%	55.3	100.00%	0.00%	0.00%	0.00%	0.00%	16:41	16:41	16:41	16:41	16:41	16:41	00:00	00:00
Medusa	1	12.50%	52.6	100.00%	0.00%	0.00%	0.00%	0.00%	23:02	23:02	23:02	23:02	23:02	23:02	00:00	00:00
Earthshaker	4	25.00%	50.0	50.00%	-20.77%	+50.00%	-50.00%	-14.46%	28:10	16:59	28:19	32:08	35:14	35:14	06:55	07:58
Beastmaster	1	7.69%	47.4	100.00%	0.00%	0.00%	0.00%	0.00%	24:47	24:47	24:47	24:47	24:47	24:47	00:00	00:00
Crystal Maiden	3	42.86%	44.7	33.33%	-29.94%	+16.67%	-33.33%	-27.52%	22:27	19:19	23:06	24:55	24:55	24:55	01:49	02:51
Elder Titan	3	33.33%	42.1	33.33%	-14.21%	+16.67%	-33.33%	-18.18%	33:47	25:53	36:21	39:06	39:06	39:06	02:45	06:58
Outworld Destroyer	3	27.27%	39.5	33.33%	-7.85%	+16.67%	-33.33%	0.00%	20:27	17:52	18:10	25:18	25:18	25:18	07:08	04:12
Puck	2	6.67%	36.8	50.00%	-3.41%	0.00%	0.00%	0.00%	32:43	29:57	35:29	35:29	35:29	35:29	00:00	03:54
Mirana	5	45.45%	34.2	20.00%	-24.17%	+30.00%	-20.00%	-3.41%	29:09	21:53	23:11	32:52	37:51	37:51	14:40	06:40
Viper	1	33.33%	31.6	0.00%	0.00%	0.00%	0.00%	0.00%	37:26	37:26	37:26	37:26	37:26	37:26	00:00	00:00
Templar Assassin	1	20.00%	28.9	0.00%	0.00%	0.00%	0.00%	0.00%	27:57	27:57	27:57	27:57	27:57	27:57	00:00	00:00
Enchantress	1	50.00%	26.3	0.00%	0.00%	0.00%	0.00%	0.00%	19:04	19:04	19:04	19:04	19:04	19:04	00:00	00:00
Bounty Hunter	1	33.33%	23.7	0.00%	0.00%	0.00%	0.00%	0.00%	22:13	22:13	22:13	22:13	22:13	22:13	00:00	00:00
Void Spirit	1	5.00%	21.1	0.00%	0.00%	0.00%	0.00%	0.00%	20:45	20:45	20:45	20:45	20:45	20:45	00:00	00:00
Undying	1	7.14%	18.4	0.00%	0.00%	0.00%	0.00%	0.00%	39:07	39:07	39:07	39:07	39:07	39:07	00:00	00:00
Grimstroke	2	18.18%	15.8	0.00%	-50.00%	0.00%	0.00%	0.00%	23:03	21:38	24:27	24:27	24:27	24:27	00:00	01:59
Drow Ranger	1	100.00%	13.2	0.00%	0.00%	0.00%	0.00%	0.00%	16:29	16:29	16:29	16:29	16:29	16:29	00:00	00:00
Lion	2	40.00%	10.5	0.00%	-44.12%	0.00%	0.00%	0.00%	17:36	17:04	18:08	18:08	18:08	18:08	00:00	00:45
Ancient Apparition	2	40.00%	7.9	0.00%	-22.58%	0.00%	0.00%	0.00%	37:59	26:47	49:10	49:10	49:10	49:10	00:00	15:49
Brewmaster	1	11.11%	5.3	0.00%	0.00%	0.00%	0.00%	0.00%	25:11	25:11	25:11	25:11	25:11	25:11	00:00	00:00
Pugna	1	16.67%	2.6	0.00%	0.00%	0.00%	0.00%	0.00%	19:54	19:54	19:54	19:54	19:54	19:54	00:00	00:00

DPC2021 Season 1: SEA - Lower Division

Dota Pro Circuit 2021: Season 1 - Southeast Asia Regional League - Lower Division, hosted by PGL

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