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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 | |
 | Skull Basher | 4 | 26.67% | 100.0 | 100.00% | +81.82% | 0.00% | 0.00% | 0.00% | 33:04 | 24:42 | 24:42 | 27:42 | 32:47 | 47:03 | 08:05 | 05:59 |
 | Abyssal Blade | 2 | 13.33% | 96.9 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 43:07 | 30:02 | 30:02 | 56:11 | 56:11 | 56:11 | 26:09 | 19:22 |
 | Vanguard | 2 | 13.33% | 93.8 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 42:44 | 29:44 | 29:44 | 55:43 | 55:43 | 55:43 | 25:59 | 19:14 |
 | Hand of Midas | 2 | 13.33% | 90.6 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 10:34 | 10:02 | 10:02 | 11:05 | 11:05 | 11:05 | 01:03 | 00:46 |
 | Magic Stick | 13 | 86.67% | 87.5 | 46.15% | +46.15% | +20.52% | +20.52% | 0.00% | 04:11 | -01:29 | -01:29 | 01:51 | 09:14 | 13:52 | 10:43 | 07:56 |
 | Blink Dagger | 14 | 93.33% | 84.4 | 42.86% | +42.86% | +7.14% | -42.86% | -6.54% | 20:51 | 14:29 | 16:34 | 18:38 | 24:13 | 35:27 | 07:39 | 05:40 |
 | Magic Wand | 14 | 93.33% | 81.3 | 42.86% | +42.86% | -17.86% | +23.81% | 5.63% | 06:53 | -01:29 | 02:50 | 06:27 | 10:14 | 16:09 | 07:24 | 05:28 |
 | Aghanim's Shard | 15 | 100.00% | 78.1 | 40.00% | +40.00% | +35.00% | -40.00% | -28.30% | 19:56 | 15:02 | 15:23 | 17:50 | 18:02 | 45:58 | 02:39 | 01:57 |
 | Boots of Speed | 15 | 100.00% | 75.0 | 40.00% | +40.00% | -15.00% | +10.00% | 14.29% | 05:35 | 03:27 | 04:16 | 04:59 | 06:01 | 10:40 | 01:45 | 01:17 |
 | Armlet of Mordiggian | 5 | 33.33% | 71.9 | 60.00% | +30.00% | -60.00% | -60.00% | 0.00% | 11:41 | 08:40 | 08:40 | 09:58 | 13:43 | 17:10 | 05:03 | 03:44 |
 | Chainmail | 13 | 86.67% | 68.8 | 38.46% | -11.54% | -5.13% | +28.21% | 10.75% | 07:59 | 05:06 | 05:52 | 06:54 | 08:58 | 12:20 | 03:06 | 02:17 |
 | Phase Boots | 13 | 86.67% | 65.6 | 38.46% | -11.54% | -38.46% | +61.54% | 29.70% | 10:50 | 06:32 | 07:39 | 08:44 | 11:01 | 29:04 | 03:22 | 02:29 |
 | Quelling Blade | 9 | 60.00% | 62.5 | 44.44% | +11.11% | -44.44% | +5.56% | 50.00% | 01:18 | -01:29 | -01:29 | -01:28 | 02:23 | 09:38 | 03:52 | 02:51 |
 | Black King Bar | 10 | 66.67% | 59.4 | 40.00% | 0.00% | -40.00% | +10.00% | 9.29% | 24:12 | 16:03 | 21:22 | 26:14 | 26:45 | 30:13 | 05:23 | 03:59 |
 | Assault Cuirass | 3 | 20.00% | 56.3 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 36:09 | 34:23 | 34:23 | 36:09 | 37:54 | 37:54 | 03:31 | 02:36 |
 | Buckler | 3 | 20.00% | 53.1 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 34:37 | 33:27 | 33:27 | 33:43 | 36:41 | 36:41 | 03:14 | 02:23 |
 | Ring of Health | 3 | 20.00% | 50.0 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 40:16 | 29:41 | 29:41 | 35:25 | 55:43 | 55:43 | 26:02 | 19:17 |
 | Bracer | 11 | 73.33% | 46.9 | 36.36% | -13.64% | +30.31% | -36.36% | -66.67% | 02:15 | -01:29 | 01:37 | 01:58 | 02:22 | 06:18 | 00:45 | 00:33 |
 | Helm of Iron Will | 7 | 46.67% | 43.8 | 42.86% | +5.36% | +57.14% | -42.86% | -10.43% | 15:13 | 02:00 | 04:01 | 10:15 | 13:36 | 41:44 | 09:35 | 07:05 |
 | Sange | 1 | 6.67% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 6.67% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 6.67% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 33.33% | 31.3 | 40.00% | 0.00% | -40.00% | +60.00% | 3.31% | 23:02 | 03:31 | 03:31 | 33:26 | 33:43 | 36:41 | 30:12 | 22:22 |
 | Wind Lace | 3 | 20.00% | 28.1 | 33.33% | -8.34% | +66.67% | 0.00% | 0.00% | 10:09 | 08:43 | 08:43 | 10:46 | 10:57 | 10:57 | 02:14 | 01:39 |
 | Echo Sabre | 1 | 6.67% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:34 | 13:34 | 13:34 | 13:34 | 13:34 | 13:34 | 00:00 | 00:00 |
 | Nullifier | 1 | 6.67% | 21.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 6.67% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 00:00 | 00:00 |
 | Soul Ring | 1 | 6.67% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:50 | 07:50 | 07:50 | 07:50 | 07:50 | 07:50 | 00:00 | 00:00 |
 | Crystalys | 1 | 6.67% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 00:00 | 00:00 |
 | Void Stone | 1 | 6.67% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:38 | 35:38 | 35:38 | 35:38 | 35:38 | 35:38 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 6.67% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Bottle | 2 | 13.33% | 3.1 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 01:26 | 01:14 | 01:14 | 01:38 | 01:38 | 01:38 | 00:24 | 00:17 |