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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.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Lotus Orb | 2 | 33.33% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 24:42 | 19:07 | 19:07 | 30:17 | 30:17 | 30:17 | 11:10 | 08:16 |
 | Magic Stick | 5 | 83.33% | 96.2 | 60.00% | +60.00% | +40.00% | -60.00% | -78.95% | 01:35 | -01:29 | -01:29 | 02:18 | 02:45 | 02:49 | 04:14 | 03:08 |
 | Skull Basher | 5 | 83.33% | 92.3 | 60.00% | +60.00% | -60.00% | +40.00% | 34.09% | 27:48 | 25:09 | 25:09 | 25:55 | 28:05 | 34:31 | 02:56 | 02:10 |
 | Blink Dagger | 6 | 100.00% | 88.5 | 50.00% | +50.00% | 0.00% | +50.00% | 22.90% | 19:51 | 17:54 | 18:23 | 19:12 | 20:34 | 23:17 | 02:11 | 01:37 |
 | Quelling Blade | 6 | 100.00% | 84.6 | 50.00% | +50.00% | 0.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Blight Stone | 6 | 100.00% | 80.8 | 50.00% | +50.00% | 0.00% | +50.00% | 48.39% | 02:42 | 02:12 | 02:15 | 02:21 | 03:17 | 03:31 | 01:02 | 00:45 |
 | Arcane Boots | 6 | 100.00% | 76.9 | 50.00% | +50.00% | +50.00% | -50.00% | -100.00% | 07:54 | 07:23 | 07:30 | 07:45 | 08:09 | 08:39 | 00:39 | 00:28 |
 | Diffusal Blade | 6 | 100.00% | 73.1 | 50.00% | +50.00% | +50.00% | -50.00% | -92.31% | 13:36 | 12:09 | 13:10 | 13:23 | 14:15 | 15:07 | 01:05 | 00:48 |
 | Aghanim's Shard | 6 | 100.00% | 69.2 | 50.00% | +50.00% | +50.00% | -50.00% | -7.72% | 30:23 | 16:06 | 21:20 | 30:27 | 34:17 | 47:44 | 12:57 | 09:35 |
 | Boots of Speed | 6 | 100.00% | 65.4 | 50.00% | +50.00% | 0.00% | -50.00% | -43.48% | 05:22 | 04:25 | 04:58 | 05:12 | 06:07 | 06:09 | 01:09 | 00:51 |
 | Void Stone | 3 | 50.00% | 61.5 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 26:05 | 16:48 | 16:48 | 29:08 | 32:20 | 32:20 | 15:32 | 11:30 |
 | Ring of Health | 3 | 50.00% | 57.7 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 27:05 | 15:10 | 15:10 | 29:08 | 36:58 | 36:58 | 21:48 | 16:08 |
 | Magic Wand | 4 | 66.67% | 53.8 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 04:51 | 03:22 | 03:22 | 04:25 | 05:44 | 05:52 | 02:22 | 01:45 |
 | Aghanim's Scepter | 4 | 66.67% | 50.0 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 33:20 | 28:39 | 28:39 | 28:50 | 37:39 | 38:13 | 09:00 | 06:40 |
 | Bottle | 5 | 83.33% | 46.2 | 40.00% | -60.00% | -40.00% | -40.00% | 0.00% | 01:21 | 00:53 | 00:53 | 01:17 | 01:41 | 01:45 | 00:48 | 00:35 |
 | Wraith Band | 1 | 16.67% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:48 | 02:48 | 02:48 | 02:48 | 02:48 | 02:48 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 33.33% | 38.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 47:26 | 37:46 | 37:46 | 57:06 | 57:06 | 57:06 | 19:20 | 14:19 |
 | Fluffy Hat | 4 | 66.67% | 34.6 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 04:18 | 03:47 | 03:47 | 04:08 | 04:31 | 04:44 | 00:44 | 00:32 |
 | Orb of Corrosion | 4 | 66.67% | 30.8 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 04:56 | 04:24 | 04:24 | 04:56 | 05:10 | 05:15 | 00:46 | 00:34 |
 | Orb of Venom | 4 | 66.67% | 26.9 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 04:06 | 02:57 | 02:57 | 04:04 | 04:37 | 04:44 | 01:40 | 01:14 |
 | Abyssal Blade | 1 | 16.67% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Wind Lace | 1 | 16.67% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 16.67% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 16.67% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 16.67% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Vanguard | 1 | 16.67% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 00:00 | 00:00 |