Spectral Stats - Riyadh Masters - 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
	Blink Dagger	183	33.89%	90.4	55.19%	+20.56%	+12.20%	+1.33%	-1.32%	21:59	10:36	16:59	20:35	25:12	42:58	06:05

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
Earthshaker	2	100.00%	100.0	100.00%	+100.00%	0.00%	0.00%	0.00%	17:54	17:53	17:53	17:55	17:55	17:55	00:02	00:01
Outworld Destroyer	1	100.00%	97.8	100.00%	0.00%	0.00%	0.00%	0.00%	30:43	30:43	30:43	30:43	30:43	30:43	00:00	00:00
Necrophos	1	100.00%	95.7	100.00%	0.00%	0.00%	0.00%	0.00%	29:53	29:53	29:53	29:53	29:53	29:53	00:00	00:00
Centaur Warrunner	1	100.00%	93.5	100.00%	0.00%	0.00%	0.00%	0.00%	21:12	21:12	21:12	21:12	21:12	21:12	00:00	00:00
Slardar	3	75.00%	91.3	100.00%	+100.00%	0.00%	0.00%	0.00%	15:59	13:12	13:12	15:36	19:09	19:09	05:57	04:24
Pangolier	4	57.14%	89.1	100.00%	0.00%	0.00%	0.00%	0.00%	25:40	16:29	16:29	22:14	31:22	32:33	14:53	11:01
Windranger	3	60.00%	87.0	100.00%	+50.00%	0.00%	0.00%	0.00%	27:57	26:56	26:56	28:14	28:40	28:40	01:44	01:17
Snapfire	3	60.00%	84.8	100.00%	+100.00%	0.00%	0.00%	0.00%	24:29	13:44	13:44	27:46	31:56	31:56	18:12	13:28
Rubick	5	83.33%	82.6	80.00%	+80.00%	+20.00%	+20.00%	0.00%	23:23	16:33	16:33	24:14	26:22	32:15	09:49	07:16
Razor	3	30.00%	80.4	100.00%	+28.57%	0.00%	0.00%	0.00%	25:13	17:09	17:09	24:48	33:43	33:43	16:34	12:16
Templar Assassin	7	87.50%	78.3	71.43%	+71.43%	+28.57%	+28.57%	0.00%	18:31	13:13	17:32	19:27	19:34	21:05	02:02	01:30
Dragon Knight	6	100.00%	76.1	66.67%	+66.67%	+33.33%	+33.33%	0.00%	14:09	11:29	12:13	13:15	16:05	16:53	03:52	02:51
Tusk	4	66.67%	73.9	75.00%	+75.00%	+25.00%	+25.00%	0.00%	19:45	15:27	15:27	16:25	20:02	27:07	04:35	03:23
Doom	8	100.00%	71.7	62.50%	+62.50%	-12.50%	-62.50%	-8.88%	19:13	15:19	15:42	17:47	21:20	24:42	05:38	04:10
Winter Wyvern	10	58.82%	69.6	70.00%	-1.43%	-36.67%	+30.00%	7.39%	26:04	18:24	20:48	24:53	29:49	39:30	09:01	06:40
Puck	10	90.91%	67.4	60.00%	+60.00%	+6.67%	-60.00%	-17.47%	17:48	14:11	16:12	17:39	20:01	21:29	03:49	02:49
Pudge	3	75.00%	65.2	66.67%	+66.67%	+33.33%	0.00%	-3.48%	26:41	22:24	22:24	25:40	31:58	31:58	09:34	07:05
Dawnbreaker	7	36.84%	63.0	71.43%	+63.10%	-21.43%	-21.43%	0.00%	24:27	19:51	23:06	24:02	25:46	28:26	02:40	01:58
Arc Warden	1	33.33%	60.9	100.00%	0.00%	0.00%	0.00%	0.00%	36:41	36:41	36:41	36:41	36:41	36:41	00:00	00:00
Tiny	29	96.67%	58.7	51.72%	+51.72%	+5.42%	-37.43%	-12.13%	16:28	10:36	14:14	16:14	17:46	23:04	03:32	02:37
Tidehunter	2	100.00%	56.5	50.00%	+50.00%	-50.00%	0.00%	27.03%	23:31	22:35	22:35	24:26	24:26	24:26	01:51	01:22
Lion	2	100.00%	54.3	50.00%	+50.00%	-50.00%	0.00%	18.18%	18:58	17:35	17:35	20:20	20:20	20:20	02:45	02:02
Ursa	4	80.00%	52.2	50.00%	+50.00%	-50.00%	-50.00%	0.00%	23:24	16:29	16:29	19:08	24:31	33:27	08:02	05:57
Night Stalker	5	100.00%	50.0	40.00%	+40.00%	+60.00%	+60.00%	0.00%	20:19	13:54	13:54	22:19	22:35	26:23	08:41	06:25
Alchemist	4	66.67%	47.8	50.00%	+50.00%	-50.00%	+50.00%	25.86%	22:16	18:35	18:35	21:16	22:27	26:44	03:52	02:51
Invoker	2	66.67%	45.7	50.00%	+50.00%	-50.00%	0.00%	0.00%	35:54	33:23	33:23	38:25	38:25	38:25	05:02	03:43
Shadow Shaman	3	100.00%	43.5	33.33%	+33.33%	+66.67%	0.00%	-9.64%	17:34	13:51	13:51	18:05	20:46	20:46	06:55	05:07
Juggernaut	1	14.29%	41.3	100.00%	0.00%	0.00%	0.00%	0.00%	30:14	30:14	30:14	30:14	30:14	30:14	00:00	00:00
Bristleback	1	12.50%	39.1	100.00%	0.00%	0.00%	0.00%	0.00%	32:53	32:53	32:53	32:53	32:53	32:53	00:00	00:00
Chaos Knight	2	50.00%	37.0	50.00%	+50.00%	+50.00%	0.00%	0.00%	20:46	20:24	20:24	21:07	21:07	21:07	00:43	00:31
Marci	12	66.67%	34.8	33.33%	-16.67%	+66.67%	-33.33%	-12.88%	24:44	17:56	18:44	20:40	26:30	36:06	07:46	05:45
Viper	1	10.00%	32.6	100.00%	0.00%	0.00%	0.00%	0.00%	20:15	20:15	20:15	20:15	20:15	20:15	00:00	00:00
Nyx Assassin	6	66.67%	30.4	33.33%	-33.34%	-33.33%	+66.67%	23.81%	22:03	17:08	20:12	21:59	24:24	24:27	04:12	03:06
Mars	4	100.00%	28.3	25.00%	+25.00%	-25.00%	-25.00%	0.00%	20:03	13:42	13:42	15:07	23:33	27:48	09:51	07:17
Dark Seer	3	60.00%	26.1	33.33%	-66.67%	+66.67%	0.00%	-3.78%	25:34	14:54	14:54	29:15	32:32	32:32	17:38	13:03
Beastmaster	3	42.86%	23.9	33.33%	+33.33%	+66.67%	0.00%	-3.23%	29:22	21:09	21:09	25:12	41:46	41:46	20:37	15:16
Troll Warlord	1	50.00%	21.7	0.00%	0.00%	0.00%	0.00%	0.00%	32:35	32:35	32:35	32:35	32:35	32:35	00:00	00:00
Jakiro	1	14.29%	19.6	0.00%	0.00%	0.00%	0.00%	0.00%	34:29	34:29	34:29	34:29	34:29	34:29	00:00	00:00
Leshrac	1	100.00%	17.4	0.00%	0.00%	0.00%	0.00%	0.00%	32:39	32:39	32:39	32:39	32:39	32:39	00:00	00:00
Skywrath Mage	1	33.33%	15.2	0.00%	0.00%	0.00%	0.00%	0.00%	35:15	35:15	35:15	35:15	35:15	35:15	00:00	00:00
Terrorblade	1	33.33%	13.0	0.00%	0.00%	0.00%	0.00%	0.00%	42:58	42:58	42:58	42:58	42:58	42:58	00:00	00:00
Death Prophet	3	27.27%	10.9	0.00%	-75.00%	0.00%	0.00%	0.00%	32:59	29:26	29:26	30:03	39:28	39:28	10:02	07:25
Dark Willow	1	50.00%	8.7	0.00%	0.00%	0.00%	0.00%	0.00%	22:41	22:41	22:41	22:41	22:41	22:41	00:00	00:00
Enigma	3	100.00%	6.5	0.00%	0.00%	0.00%	0.00%	0.00%	18:18	14:44	14:44	18:14	21:56	21:56	07:12	05:20
Sven	2	100.00%	4.3	0.00%	0.00%	0.00%	0.00%	0.00%	18:38	15:37	15:37	21:39	21:39	21:39	06:02	04:28
Batrider	3	75.00%	2.2	0.00%	0.00%	0.00%	0.00%	0.00%	23:18	21:05	21:05	24:01	24:49	24:49	03:44	02:45

Riyadh Masters

Major event by Gamers8

Radiant winrate: 44.4444