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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 | |
 | Magic Stick | 7 | 77.78% | 100.0 | 85.71% | +85.71% | +14.29% | +14.29% | 0.00% | 04:21 | -01:29 | -01:29 | 03:20 | 05:45 | 12:08 | 07:14 | 05:21 |
 | Magic Wand | 3 | 33.33% | 96.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:35 | 06:05 | 06:05 | 13:23 | 15:16 | 15:16 | 09:11 | 06:48 |
 | Boots of Speed | 9 | 100.00% | 92.0 | 66.67% | +66.67% | +33.33% | -16.67% | -18.63% | 08:36 | 05:55 | 06:40 | 08:49 | 09:21 | 10:49 | 02:41 | 01:59 |
 | Wind Lace | 9 | 100.00% | 88.0 | 66.67% | +66.67% | -16.67% | +33.33% | 7.18% | 10:29 | 03:47 | 05:25 | 12:19 | 12:23 | 14:20 | 06:58 | 05:09 |
 | Void Stone | 2 | 22.22% | 84.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 18:36 | 15:47 | 15:47 | 21:25 | 21:25 | 21:25 | 05:38 | 04:10 |
 | Aghanim's Scepter | 2 | 22.22% | 80.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 39:47 | 32:27 | 32:27 | 47:07 | 47:07 | 47:07 | 14:40 | 10:51 |
 | Glimmer Cape | 4 | 44.44% | 76.0 | 75.00% | +15.00% | -75.00% | +25.00% | 57.14% | 26:09 | 23:02 | 23:02 | 24:35 | 24:47 | 32:12 | 01:45 | 01:17 |
 | Tranquil Boots | 7 | 77.78% | 72.0 | 57.14% | -42.86% | -7.14% | +42.86% | 48.39% | 12:30 | 10:33 | 11:45 | 12:23 | 12:47 | 15:12 | 01:02 | 00:45 |
 | Fluffy Hat | 5 | 55.56% | 68.0 | 60.00% | -15.00% | -60.00% | +40.00% | 4.03% | 20:04 | 02:10 | 02:10 | 24:17 | 26:58 | 32:14 | 24:48 | 18:22 |
 | Ring of Basilius | 6 | 66.67% | 64.0 | 50.00% | -50.00% | 0.00% | -50.00% | -9.62% | 06:47 | 02:47 | 04:05 | 04:20 | 09:17 | 12:40 | 05:12 | 03:51 |
 | Force Staff | 3 | 33.33% | 60.0 | 66.67% | 0.00% | +33.33% | 0.00% | -3.84% | 32:13 | 27:36 | 27:36 | 32:46 | 36:17 | 36:17 | 08:41 | 06:25 |
 | Aghanim's Shard | 4 | 44.44% | 56.0 | 50.00% | -30.00% | +50.00% | -50.00% | -10.33% | 27:13 | 20:12 | 20:12 | 28:32 | 29:53 | 30:15 | 09:41 | 07:10 |
 | Aeon Disk | 1 | 11.11% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Aether Lens | 1 | 11.11% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 11.11% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:26 | 10:26 | 10:26 | 10:26 | 10:26 | 10:26 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 11.11% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 11.11% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 11.11% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:37 | 10:37 | 10:37 | 10:37 | 10:37 | 10:37 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 22.22% | 28.0 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 18:43 | 15:03 | 15:03 | 22:22 | 22:22 | 22:22 | 07:19 | 05:25 |
 | Crown | 3 | 33.33% | 24.0 | 33.33% | -50.00% | +66.67% | 0.00% | -6.76% | 16:08 | 11:25 | 11:25 | 15:42 | 21:17 | 21:17 | 09:52 | 07:18 |
 | Solar Crest | 1 | 11.11% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 11.11% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 00:00 | 00:00 |
 | Blight Stone | 1 | 11.11% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:08 | 16:08 | 16:08 | 16:08 | 16:08 | 16:08 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 11.11% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Chainmail | 1 | 11.11% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:08 | 16:08 | 16:08 | 16:08 | 16:08 | 16:08 | 00:00 | 00:00 |