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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 | |
 | Kaya and Sange | 4 | 50.00% | 100.0 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 24:59 | 21:44 | 21:44 | 23:33 | 24:33 | 30:06 | 02:49 | 02:05 |
 | Kaya | 4 | 50.00% | 96.6 | 50.00% | +50.00% | -50.00% | +50.00% | 46.88% | 22:53 | 19:36 | 19:36 | 20:35 | 21:44 | 29:38 | 02:08 | 01:34 |
 | Sange | 5 | 62.50% | 93.1 | 40.00% | +40.00% | +60.00% | -40.00% | -14.35% | 26:06 | 19:00 | 19:00 | 24:13 | 25:58 | 38:04 | 06:58 | 05:09 |
 | Magic Wand | 6 | 75.00% | 89.7 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 06:29 | 05:31 | 06:03 | 06:39 | 06:52 | 07:00 | 00:49 | 00:36 |
 | Witch Blade | 7 | 87.50% | 86.2 | 28.57% | +28.57% | +21.43% | -28.57% | -50.00% | 12:25 | 11:34 | 12:02 | 12:11 | 12:44 | 13:27 | 00:42 | 00:31 |
 | Magic Stick | 7 | 87.50% | 82.8 | 28.57% | +28.57% | -28.57% | +21.43% | 20.83% | 05:15 | 02:53 | 03:49 | 05:29 | 06:13 | 06:37 | 02:24 | 01:46 |
 | Chainmail | 7 | 87.50% | 79.3 | 28.57% | +28.57% | -28.57% | -28.57% | 0.00% | 11:11 | 09:57 | 10:16 | 11:03 | 11:08 | 13:17 | 00:52 | 00:38 |
 | Null Talisman | 8 | 100.00% | 75.9 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 03:49 | 02:33 | 03:33 | 03:50 | 04:06 | 04:39 | 00:33 | 00:24 |
 | Blink Dagger | 8 | 100.00% | 72.4 | 25.00% | +25.00% | +25.00% | -25.00% | -29.41% | 17:43 | 15:36 | 15:39 | 16:31 | 17:21 | 22:11 | 01:42 | 01:15 |
 | Bottle | 8 | 100.00% | 69.0 | 25.00% | +25.00% | -25.00% | +25.00% | 50.00% | 01:26 | 01:10 | 01:14 | 01:19 | 01:31 | 01:58 | 00:17 | 00:12 |
 | Boots of Speed | 8 | 100.00% | 65.5 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 05:10 | 04:07 | 04:19 | 05:01 | 05:12 | 07:13 | 00:53 | 00:39 |
 | Ring of Health | 2 | 25.00% | 62.1 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 33:56 | 30:59 | 30:59 | 36:53 | 36:53 | 36:53 | 05:54 | 04:22 |
 | Linken's Sphere | 2 | 25.00% | 58.6 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 34:01 | 31:05 | 31:05 | 36:56 | 36:56 | 36:56 | 05:51 | 04:20 |
 | Black King Bar | 3 | 37.50% | 55.2 | 33.33% | +13.33% | +66.67% | 0.00% | -5.70% | 29:45 | 23:11 | 23:11 | 31:12 | 34:53 | 34:53 | 11:42 | 08:40 |
 | Aghanim's Scepter | 3 | 37.50% | 51.7 | 33.33% | +13.33% | +66.67% | 0.00% | -13.89% | 30:12 | 27:47 | 27:47 | 30:14 | 32:35 | 32:35 | 04:48 | 03:33 |
 | Void Stone | 4 | 50.00% | 48.3 | 25.00% | 0.00% | -25.00% | +75.00% | 8.19% | 32:20 | 24:34 | 24:34 | 31:05 | 36:47 | 36:55 | 12:13 | 09:02 |
 | Shiva's Guard | 1 | 12.50% | 44.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 12.50% | 41.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 00:00 | 00:00 |
 | Daedalus | 1 | 12.50% | 37.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Crystalys | 1 | 12.50% | 34.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:06 | 42:06 | 42:06 | 42:06 | 42:06 | 42:06 | 00:00 | 00:00 |
 | Desolator | 1 | 12.50% | 31.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |
 | Aether Lens | 1 | 12.50% | 27.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Blight Stone | 1 | 12.50% | 24.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |
 | Wind Lace | 1 | 12.50% | 20.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 12.50% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:02 | 51:02 | 51:02 | 51:02 | 51:02 | 51:02 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 12.50% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 12.50% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:23 | 11:23 | 11:23 | 11:23 | 11:23 | 11:23 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 12.50% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 00:00 | 00:00 |
 | Power Treads | 1 | 12.50% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 |