Spectral Stats - DPC2021 Season 1: SEA - Upper 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	93	12.92%	57.6	49.46%	-5.22%	-3.63%	-10.33%	-0.53%	27:12	13:28	20:34	26:11	33:07	49:04	08:22

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
Skywrath Mage	1	100.00%	100.0	100.00%	0.00%	0.00%	0.00%	0.00%	42:52	42:52	42:52	42:52	42:52	42:52	00:00	00:00
Gyrocopter	1	50.00%	97.2	100.00%	0.00%	0.00%	0.00%	0.00%	17:16	17:16	17:16	17:16	17:16	17:16	00:00	00:00
Underlord	2	33.33%	94.4	100.00%	+39.18%	0.00%	0.00%	0.00%	19:34	17:36	21:31	21:31	21:31	21:31	00:00	02:46
Disruptor	3	20.00%	91.7	100.00%	+9.24%	0.00%	0.00%	0.00%	27:14	22:37	27:20	31:45	31:45	31:45	04:25	04:34
Elder Titan	8	53.33%	88.9	75.00%	+13.14%	+25.00%	-75.00%	-9.82%	31:54	25:05	26:11	35:45	36:22	39:32	10:11	05:44
Clockwerk	5	41.67%	86.1	80.00%	+10.49%	+20.00%	+20.00%	0.00%	37:36	24:08	29:38	47:39	49:04	49:04	19:26	10:55
Puck	5	19.23%	83.3	80.00%	+18.69%	-30.00%	+20.00%	0.00%	21:01	14:40	19:31	22:31	26:07	26:07	06:36	04:15
Lich	2	100.00%	80.6	50.00%	-16.67%	0.00%	0.00%	0.00%	34:37	31:51	37:23	37:23	37:23	37:23	00:00	03:54
Bounty Hunter	3	42.86%	77.8	66.67%	+1.88%	-16.67%	+33.33%	50.00%	27:52	21:34	30:51	31:11	31:11	31:11	00:20	05:27
Weaver	1	25.00%	75.0	100.00%	0.00%	0.00%	0.00%	0.00%	18:31	18:31	18:31	18:31	18:31	18:31	00:00	00:00
Outworld Destroyer	3	37.50%	72.2	66.67%	+16.11%	-16.67%	+33.33%	0.00%	20:55	18:30	20:10	24:04	24:04	24:04	03:54	02:51
Keeper of the Light	11	68.75%	69.4	45.45%	-12.44%	+4.55%	-12.12%	-1.50%	21:50	15:03	17:08	19:55	28:15	33:38	11:07	06:48
Templar Assassin	1	20.00%	66.7	100.00%	0.00%	0.00%	0.00%	0.00%	23:36	23:36	23:36	23:36	23:36	23:36	00:00	00:00
Venomancer	2	66.67%	63.9	50.00%	+17.74%	0.00%	0.00%	0.00%	17:01	13:28	20:34	20:34	20:34	20:34	00:00	05:01
Ogre Magi	2	66.67%	61.1	50.00%	+15.00%	0.00%	0.00%	0.00%	35:22	35:17	35:27	35:27	35:27	35:27	00:00	00:07
Arc Warden	3	100.00%	58.3	33.33%	0.00%	-33.33%	+66.67%	22.06%	29:26	25:59	28:54	33:26	33:26	33:26	04:32	03:45
Windranger	1	11.11%	55.6	100.00%	0.00%	0.00%	0.00%	0.00%	31:04	31:04	31:04	31:04	31:04	31:04	00:00	00:00
Batrider	8	47.06%	52.8	37.50%	-23.65%	+29.17%	-37.50%	-4.07%	26:05	16:13	17:39	30:26	34:01	37:55	16:22	08:51
Enchantress	3	75.00%	50.0	33.33%	-21.51%	+16.67%	-33.33%	-10.45%	22:52	20:27	21:41	26:28	26:28	26:28	04:47	03:10
Oracle	1	7.14%	47.2	100.00%	0.00%	0.00%	0.00%	0.00%	28:50	28:50	28:50	28:50	28:50	28:50	00:00	00:00
Nyx Assassin	4	21.05%	44.4	50.00%	-1.75%	0.00%	-50.00%	-2.02%	29:22	19:34	22:35	28:02	47:17	47:17	24:42	12:26
Rubick	2	20.00%	41.7	50.00%	+26.39%	0.00%	0.00%	0.00%	26:52	22:45	30:58	30:58	30:58	30:58	00:00	05:48
Crystal Maiden	4	30.77%	38.9	25.00%	-6.31%	-25.00%	-25.00%	0.00%	32:56	23:22	25:04	34:30	48:47	48:47	23:43	11:38
Viper	1	33.33%	36.1	0.00%	0.00%	0.00%	0.00%	0.00%	28:53	28:53	28:53	28:53	28:53	28:53	00:00	00:00
Queen of Pain	1	9.09%	33.3	0.00%	0.00%	0.00%	0.00%	0.00%	21:12	21:12	21:12	21:12	21:12	21:12	00:00	00:00
Mirana	2	11.11%	30.6	0.00%	-40.93%	0.00%	0.00%	0.00%	27:02	25:24	28:39	28:39	28:39	28:39	00:00	02:17
Void Spirit	1	8.33%	27.8	0.00%	0.00%	0.00%	0.00%	0.00%	33:07	33:07	33:07	33:07	33:07	33:07	00:00	00:00
Grimstroke	1	14.29%	25.0	0.00%	0.00%	0.00%	0.00%	0.00%	46:00	46:00	46:00	46:00	46:00	46:00	00:00	00:00
Beastmaster	1	6.67%	22.2	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
Techies	1	100.00%	19.4	0.00%	0.00%	0.00%	0.00%	0.00%	16:43	16:43	16:43	16:43	16:43	16:43	00:00	00:00
Drow Ranger	1	100.00%	16.7	0.00%	0.00%	0.00%	0.00%	0.00%	19:51	19:51	19:51	19:51	19:51	19:51	00:00	00:00
Shadow Shaman	1	11.11%	13.9	0.00%	0.00%	0.00%	0.00%	0.00%	31:01	31:01	31:01	31:01	31:01	31:01	00:00	00:00
Pugna	1	100.00%	11.1	0.00%	0.00%	0.00%	0.00%	0.00%	14:03	14:03	14:03	14:03	14:03	14:03	00:00	00:00
Lion	3	50.00%	8.3	0.00%	-56.76%	0.00%	0.00%	0.00%	30:32	27:11	29:02	35:22	35:22	35:22	06:20	04:17
Tiny	2	40.00%	5.6	0.00%	0.00%	0.00%	0.00%	0.00%	24:52	23:34	26:10	26:10	26:10	26:10	00:00	01:50
Warlock	1	100.00%	2.8	0.00%	0.00%	0.00%	0.00%	0.00%	36:36	36:36	36:36	36:36	36:36	36:36	00:00	00:00

DPC2021 Season 1: SEA - Upper Division

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

Rampages total: 3