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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 | |
 | Ring of Health | 4 | 57.14% | 100.0 | 50.00% | +50.00% | +50.00% | -50.00% | -14.15% | 12:30 | 07:31 | 07:31 | 12:48 | 14:35 | 15:04 | 07:04 | 05:14 |
 | Battle Fury | 4 | 57.14% | 97.1 | 50.00% | +50.00% | +50.00% | -50.00% | -52.63% | 15:06 | 13:17 | 13:17 | 14:47 | 15:11 | 17:07 | 01:54 | 01:24 |
 | Void Stone | 4 | 57.14% | 94.3 | 50.00% | +50.00% | +50.00% | -50.00% | -24.79% | 10:24 | 07:29 | 07:29 | 08:55 | 11:31 | 13:40 | 04:02 | 02:59 |
 | Black King Bar | 5 | 71.43% | 91.4 | 40.00% | +40.00% | +60.00% | +60.00% | 0.00% | 21:42 | 19:30 | 19:30 | 22:34 | 22:37 | 22:49 | 03:07 | 02:18 |
 | Quelling Blade | 5 | 71.43% | 88.6 | 40.00% | +40.00% | +60.00% | -40.00% | -100.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Javelin | 1 | 14.29% | 85.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 14.29% | 82.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Moon Shard | 1 | 14.29% | 80.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 00:00 | 00:00 |
 | Butterfly | 1 | 14.29% | 77.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 14.29% | 74.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 14.29% | 71.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 00:00 | 00:00 |
 | Boots of Speed | 6 | 85.71% | 68.6 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 03:06 | 00:52 | 02:27 | 02:41 | 04:14 | 04:44 | 01:47 | 01:19 |
 | Power Treads | 6 | 85.71% | 65.7 | 33.33% | +33.33% | +16.67% | -33.33% | -14.15% | 08:42 | 05:50 | 06:09 | 06:21 | 09:41 | 15:23 | 03:32 | 02:37 |
 | Orb of Venom | 7 | 100.00% | 62.9 | 28.57% | +28.57% | -28.57% | +21.43% | 14.56% | 02:18 | -01:29 | -01:28 | 01:50 | 04:54 | 05:34 | 06:22 | 04:42 |
 | Magic Wand | 7 | 100.00% | 60.0 | 28.57% | +28.57% | -28.57% | +21.43% | 10.87% | 07:28 | 01:35 | 02:43 | 06:42 | 07:19 | 18:12 | 04:36 | 03:24 |
 | Magic Stick | 7 | 100.00% | 57.1 | 28.57% | +28.57% | +21.43% | +21.43% | 0.00% | 03:55 | -01:29 | -01:29 | 01:52 | 02:03 | 17:49 | 03:32 | 02:37 |
 | Crystalys | 2 | 28.57% | 54.3 | 50.00% | +30.00% | +50.00% | 0.00% | -3.36% | 24:47 | 17:20 | 17:20 | 32:14 | 32:14 | 32:14 | 14:54 | 11:02 |
 | Eye of Skadi | 2 | 28.57% | 51.4 | 50.00% | +30.00% | +50.00% | 0.00% | -50.00% | 30:44 | 30:36 | 30:36 | 30:51 | 30:51 | 30:51 | 00:15 | 00:11 |
 | Desolator | 2 | 28.57% | 48.6 | 50.00% | +30.00% | -50.00% | 0.00% | 6.61% | 20:04 | 16:17 | 16:17 | 23:51 | 23:51 | 23:51 | 07:34 | 05:36 |
 | Wraith Band | 3 | 42.86% | 45.7 | 33.33% | +8.33% | -33.33% | 0.00% | 2.25% | 07:19 | 01:53 | 01:53 | 03:20 | 16:43 | 16:43 | 14:50 | 10:59 |
 | Blight Stone | 5 | 71.43% | 42.9 | 20.00% | -30.00% | -20.00% | +80.00% | 8.66% | 13:09 | 04:18 | 04:18 | 15:39 | 15:51 | 23:35 | 11:33 | 08:33 |
 | Fluffy Hat | 3 | 42.86% | 40.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 09:42 | 05:52 | 05:52 | 07:17 | 15:56 | 15:56 | 10:04 | 07:27 |
 | Orb of Corrosion | 3 | 42.86% | 37.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 10:23 | 07:10 | 07:10 | 07:50 | 16:10 | 16:10 | 09:00 | 06:40 |
 | Hand of Midas | 1 | 14.29% | 34.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 14.29% | 31.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 14.29% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 14.29% | 25.7 | 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 |
 | Shadow Blade | 1 | 14.29% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 00:00 | 00:00 |
 | Sange | 1 | 14.29% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Daedalus | 1 | 14.29% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 14.29% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 14.29% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 00:00 | 00:00 |
 | Buckler | 1 | 14.29% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 14.29% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 14.29% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 00:00 | 00:00 |