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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 | |
 | Soul Ring | 2 | 18.18% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 11:24 | 11:13 | 11:13 | 11:34 | 11:34 | 11:34 | 00:21 | 00:15 |
 | Desolator | 9 | 81.82% | 97.0 | 55.56% | +55.56% | -55.56% | -5.56% | 50.00% | 17:10 | 16:03 | 16:15 | 16:42 | 17:10 | 19:17 | 00:55 | 00:40 |
 | Blight Stone | 9 | 81.82% | 93.9 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 13:44 | 10:36 | 12:04 | 13:13 | 15:12 | 18:29 | 03:08 | 02:19 |
 | Blink Dagger | 11 | 100.00% | 90.9 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 20:27 | 16:31 | 18:49 | 19:17 | 20:13 | 27:20 | 01:24 | 01:02 |
 | Phase Boots | 11 | 100.00% | 87.9 | 45.45% | +45.45% | +21.22% | -12.12% | -8.44% | 08:39 | 05:28 | 06:43 | 08:01 | 10:40 | 11:31 | 03:57 | 02:55 |
 | Chainmail | 11 | 100.00% | 84.8 | 45.45% | +45.45% | +21.22% | -12.12% | -5.78% | 07:09 | 02:18 | 04:25 | 06:38 | 10:11 | 10:44 | 05:46 | 04:16 |
 | Armlet of Mordiggian | 11 | 100.00% | 81.8 | 45.45% | +45.45% | -12.12% | +21.22% | 7.58% | 10:10 | 07:33 | 07:41 | 10:20 | 12:05 | 13:24 | 04:24 | 03:15 |
 | Quelling Blade | 11 | 100.00% | 78.8 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 11 | 100.00% | 75.8 | 45.45% | +45.45% | -12.12% | +21.22% | 6.74% | 05:50 | 02:25 | 03:19 | 04:52 | 08:16 | 09:03 | 04:57 | 03:40 |
 | Helm of Iron Will | 11 | 100.00% | 72.7 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 07:13 | 02:44 | 03:13 | 08:38 | 10:59 | 12:45 | 07:46 | 05:45 |
 | Ring of Protection | 8 | 72.73% | 69.7 | 50.00% | +16.67% | +50.00% | -50.00% | -5.13% | 19:58 | -01:29 | 10:21 | 22:13 | 29:51 | 31:36 | 19:30 | 14:26 |
 | Magic Stick | 9 | 81.82% | 66.7 | 44.44% | -5.56% | -44.44% | +55.56% | 100.00% | -01:00 | -01:30 | -01:29 | -01:29 | -01:28 | 00:53 | 00:01 | 00:00 |
 | Black King Bar | 10 | 90.91% | 63.6 | 40.00% | -60.00% | +26.67% | +10.00% | -4.39% | 27:21 | 22:27 | 24:36 | 24:50 | 28:24 | 41:10 | 03:48 | 02:48 |
 | Magic Wand | 7 | 63.64% | 60.6 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 05:57 | 01:08 | 01:16 | 05:34 | 05:55 | 13:42 | 04:39 | 03:26 |
 | Buckler | 7 | 63.64% | 57.6 | 42.86% | -7.14% | +57.14% | -42.86% | -21.05% | 29:19 | 24:24 | 25:58 | 29:51 | 30:43 | 33:29 | 04:45 | 03:31 |
 | Assault Cuirass | 6 | 54.55% | 54.5 | 33.33% | -26.67% | +66.67% | -33.33% | -18.69% | 30:35 | 26:58 | 27:31 | 31:15 | 32:52 | 33:29 | 05:21 | 03:57 |
 | Overwhelming Blink | 2 | 18.18% | 51.5 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 45:07 | 39:24 | 39:24 | 50:49 | 50:49 | 50:49 | 11:25 | 08:27 |
 | Shadow Blade | 2 | 18.18% | 48.5 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 47:38 | 27:02 | 27:02 | 1:08:14 | 1:08:14 | 1:08:14 | 41:12 | 30:31 |
 | Crystalys | 2 | 18.18% | 45.5 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 48:49 | 29:23 | 29:23 | 1:08:14 | 1:08:14 | 1:08:14 | 38:51 | 28:46 |
 | Silver Edge | 2 | 18.18% | 42.4 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 48:57 | 29:40 | 29:40 | 1:08:14 | 1:08:14 | 1:08:14 | 38:34 | 28:34 |
 | Abyssal Blade | 3 | 27.27% | 39.4 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 36:08 | 33:43 | 33:43 | 34:00 | 40:42 | 40:42 | 06:59 | 05:10 |
 | Vanguard | 3 | 27.27% | 36.4 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 36:04 | 33:39 | 33:39 | 33:58 | 40:34 | 40:34 | 06:55 | 05:07 |
 | Ring of Health | 3 | 27.27% | 33.3 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 35:44 | 32:48 | 32:48 | 33:57 | 40:28 | 40:28 | 07:40 | 05:40 |
 | Skull Basher | 3 | 27.27% | 30.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 33:24 | 29:17 | 29:17 | 31:10 | 39:46 | 39:46 | 10:29 | 07:45 |
 | Aghanim's Shard | 3 | 27.27% | 27.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 35:12 | 22:21 | 22:21 | 22:56 | 60:19 | 60:19 | 37:58 | 28:07 |
 | Radiance | 1 | 9.09% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:21 | 19:21 | 19:21 | 19:21 | 19:21 | 19:21 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 9.09% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:43 | 1:08:43 | 1:08:43 | 1:08:43 | 1:08:43 | 1:08:43 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 9.09% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 00:00 | 00:00 |
 | Moon Shard | 1 | 9.09% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:57 | 1:02:57 | 1:02:57 | 1:02:57 | 1:02:57 | 1:02:57 | 00:00 | 00:00 |
 | Void Stone | 2 | 18.18% | 12.1 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 55:21 | 42:01 | 42:01 | 1:08:40 | 1:08:40 | 1:08:40 | 26:39 | 19:44 |
 | Bloodthorn | 1 | 9.09% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 9.09% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 |
 | Swift Blink | 1 | 9.09% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 00:00 | 00:00 |