Spectral Stats - The International 2019 - 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
	Glimmer Cape	128	6.63%	60.0	55.47%	+6.64%	+19.53%	-2.34%	-2.05%	31:39	17:18	25:52	30:23	36:32	1:01:52	07:54

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
Chen	4	16.67%	100.0	100.00%	+35.00%	0.00%	0.00%	0.00%	40:33	28:54	28:54	35:05	43:08	55:06	14:14	10:32
Crystal Maiden	16	43.24%	96.3	62.50%	+10.12%	-12.50%	+12.50%	2.26%	31:34	20:31	23:08	29:16	34:13	1:01:52	11:05	08:12
Ancient Apparition	23	63.89%	92.6	56.52%	+10.37%	+26.81%	-6.52%	-3.58%	33:24	23:40	28:13	32:49	37:31	46:43	09:18	06:53
Io	2	12.50%	88.9	100.00%	+28.57%	0.00%	0.00%	0.00%	28:09	27:55	27:55	28:23	28:23	28:23	00:28	00:20
Rubick	5	12.50%	85.2	80.00%	+22.86%	+20.00%	+20.00%	0.00%	32:18	23:12	23:12	34:34	36:39	37:43	13:27	09:57
Jakiro	4	23.53%	81.5	75.00%	+51.92%	+25.00%	+25.00%	0.00%	27:24	17:18	17:18	21:59	34:46	35:32	17:28	12:56
Shadow Demon	11	15.71%	77.8	63.64%	+9.40%	+36.36%	-30.31%	-5.75%	35:06	23:37	28:53	35:58	40:29	45:48	11:36	08:35
Warlock	9	36.00%	74.1	55.56%	+11.81%	-5.56%	-5.56%	0.00%	27:26	17:37	23:15	27:38	31:54	35:31	08:39	06:24
Lion	5	33.33%	70.4	60.00%	+20.00%	+40.00%	-60.00%	0.00%	34:22	20:08	20:08	33:09	36:50	50:20	16:42	12:22
Enchantress	2	5.56%	66.7	100.00%	+44.12%	0.00%	0.00%	0.00%	26:00	21:39	21:39	30:20	30:20	30:20	08:41	06:25
Elder Titan	6	8.00%	63.0	66.67%	+11.60%	-16.67%	+33.33%	0.00%	32:00	24:30	27:45	28:44	39:39	40:39	11:54	08:48
Witch Doctor	3	20.00%	59.3	66.67%	+25.00%	+33.33%	0.00%	-1.40%	33:51	25:52	25:52	26:01	49:41	49:41	23:49	17:38
Treant Protector	1	11.11%	55.6	100.00%	0.00%	0.00%	0.00%	0.00%	27:21	27:21	27:21	27:21	27:21	27:21	00:00	00:00
Silencer	1	9.09%	51.9	100.00%	0.00%	0.00%	0.00%	0.00%	37:04	37:04	37:04	37:04	37:04	37:04	00:00	00:00
Earthshaker	3	9.09%	48.1	66.67%	+20.00%	+33.33%	0.00%	0.00%	28:38	23:25	23:25	24:22	38:08	38:08	14:43	10:54
Shadow Shaman	4	13.79%	44.4	50.00%	-2.00%	+50.00%	-50.00%	0.00%	26:58	18:45	18:45	22:44	28:20	38:03	09:35	07:05
Pugna	3	42.86%	40.7	33.33%	+8.33%	+66.67%	0.00%	-22.86%	31:42	30:23	30:23	31:26	33:18	33:18	02:55	02:09
Pangolier	2	14.29%	37.0	50.00%	+16.67%	+50.00%	0.00%	0.00%	27:16	20:34	20:34	33:58	33:58	33:58	13:24	09:55
Grimstroke	9	27.27%	33.3	22.22%	-15.28%	-22.22%	-22.22%	0.00%	25:27	18:40	21:33	25:49	27:29	33:15	05:56	04:23
Lina	4	13.79%	29.6	25.00%	-27.00%	+75.00%	-25.00%	-18.99%	27:06	23:26	23:26	25:53	28:42	30:22	05:16	03:54
Ogre Magi	3	4.84%	25.9	33.33%	-10.74%	-33.33%	0.00%	0.00%	36:41	32:22	32:22	32:24	45:17	45:17	12:55	09:34
Oracle	2	15.38%	22.2	0.00%	-72.73%	0.00%	0.00%	0.00%	36:47	33:39	33:39	39:55	39:55	39:55	06:16	04:38
Dazzle	1	25.00%	18.5	0.00%	0.00%	0.00%	0.00%	0.00%	26:21	26:21	26:21	26:21	26:21	26:21	00:00	00:00
Kunkka	1	2.22%	14.8	0.00%	0.00%	0.00%	0.00%	0.00%	30:31	30:31	30:31	30:31	30:31	30:31	00:00	00:00
Bane	1	11.11%	11.1	0.00%	0.00%	0.00%	0.00%	0.00%	51:40	51:40	51:40	51:40	51:40	51:40	00:00	00:00
Lich	2	28.57%	7.4	0.00%	-40.00%	0.00%	0.00%	0.00%	35:59	26:17	26:17	45:40	45:40	45:40	19:23	14:21
Disruptor	1	25.00%	3.7	0.00%	0.00%	0.00%	0.00%	0.00%	27:48	27:48	27:48	27:48	27:48	27:48	00:00	00:00