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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 Wand | 9 | 64.29% | 100.0 | 77.78% | +37.78% | +22.22% | +22.22% | 0.00% | 07:01 | 02:00 | 03:07 | 07:22 | 10:25 | 11:37 | 07:18 | 05:24 |
 | Spirit Vessel | 3 | 21.43% | 97.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 18:09 | 14:08 | 14:08 | 15:43 | 24:37 | 24:37 | 10:29 | 07:45 |
 | Boots of Speed | 14 | 100.00% | 93.9 | 64.29% | +64.29% | -14.29% | +2.38% | 5.50% | 05:15 | 01:50 | 03:45 | 03:51 | 06:47 | 10:25 | 03:02 | 02:14 |
 | Quelling Blade | 11 | 78.57% | 90.9 | 63.64% | -3.03% | -30.31% | +3.03% | 0.00% | -01:09 | -01:29 | -01:29 | -01:29 | -01:29 | 02:12 | 00:00 | 00:00 |
 | Magic Stick | 11 | 78.57% | 87.9 | 63.64% | -3.03% | +3.03% | -30.31% | -33.34% | 01:35 | -01:29 | -01:29 | 00:13 | 02:02 | 09:55 | 03:31 | 02:36 |
 | Aghanim's Scepter | 12 | 85.71% | 84.8 | 58.33% | -41.67% | +8.34% | +41.67% | 7.60% | 24:24 | 20:25 | 21:14 | 23:40 | 25:37 | 32:46 | 04:23 | 03:14 |
 | Ring of Protection | 10 | 71.43% | 81.8 | 60.00% | -15.00% | -26.67% | -60.00% | -7.52% | 07:05 | -01:29 | 03:00 | 03:30 | 07:26 | 39:26 | 04:26 | 03:17 |
 | Hand of Midas | 10 | 71.43% | 78.8 | 60.00% | -15.00% | -26.67% | +40.00% | 16.81% | 14:34 | 10:12 | 12:43 | 12:50 | 16:41 | 20:48 | 03:58 | 02:56 |
 | Urn of Shadows | 8 | 57.14% | 75.8 | 62.50% | -4.17% | -12.50% | -12.50% | 0.00% | 06:22 | 03:06 | 03:38 | 05:36 | 08:23 | 08:59 | 04:45 | 03:31 |
 | Aeon Disk | 6 | 42.86% | 72.7 | 66.67% | +4.17% | -16.67% | +33.33% | 6.26% | 33:45 | 23:20 | 31:02 | 33:24 | 39:01 | 41:16 | 07:59 | 05:54 |
 | Ring of Health | 4 | 28.57% | 69.7 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 32:51 | 15:44 | 15:44 | 35:43 | 35:59 | 43:59 | 20:15 | 15:00 |
 | Soul Ring | 2 | 14.29% | 66.7 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 08:21 | 05:52 | 05:52 | 10:49 | 10:49 | 10:49 | 04:57 | 03:40 |
 | Blink Dagger | 2 | 14.29% | 63.6 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 33:36 | 28:38 | 28:38 | 38:34 | 38:34 | 38:34 | 09:56 | 07:21 |
 | Wind Lace | 3 | 21.43% | 60.6 | 66.67% | +3.03% | +33.33% | 0.00% | 0.00% | 11:29 | 10:16 | 10:16 | 10:25 | 13:45 | 13:45 | 03:29 | 02:34 |
 | Tranquil Boots | 3 | 21.43% | 57.6 | 66.67% | +3.03% | +33.33% | 0.00% | 0.00% | 12:16 | 10:59 | 10:59 | 11:37 | 14:11 | 14:11 | 03:12 | 02:22 |
 | Arcane Boots | 3 | 21.43% | 54.5 | 66.67% | +3.03% | +33.33% | 0.00% | 0.00% | 22:23 | 20:46 | 20:46 | 21:32 | 24:51 | 24:51 | 04:05 | 03:01 |
 | Refresher Orb | 3 | 21.43% | 51.5 | 66.67% | +3.03% | +33.33% | 0.00% | 0.00% | 38:36 | 35:48 | 35:48 | 36:01 | 44:00 | 44:00 | 08:12 | 06:04 |
 | Void Stone | 3 | 21.43% | 48.5 | 66.67% | +3.03% | +33.33% | 0.00% | 0.00% | 38:34 | 35:43 | 35:43 | 35:59 | 43:59 | 43:59 | 08:16 | 06:07 |
 | Crown | 3 | 21.43% | 45.5 | 66.67% | +3.03% | -66.67% | 0.00% | 0.00% | 06:08 | 03:31 | 03:31 | 04:08 | 10:44 | 10:44 | 07:13 | 05:20 |
 | Phase Boots | 1 | 7.14% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 7.14% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:39 | 10:39 | 10:39 | 10:39 | 10:39 | 10:39 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 7.14% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 7.14% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 7.14% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 00:00 | 00:00 |
 | Bracer | 1 | 7.14% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:33 | 02:33 | 02:33 | 02:33 | 02:33 | 02:33 | 00:00 | 00:00 |
 | Headdress | 1 | 7.14% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:56 | 17:56 | 17:56 | 17:56 | 17:56 | 17:56 | 00:00 | 00:00 |
 | Chainmail | 1 | 7.14% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 7.14% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 14.29% | 15.2 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 01:32 | 01:29 | 01:29 | 01:34 | 01:34 | 01:34 | 00:05 | 00:03 |
 | Aghanim's Shard | 2 | 14.29% | 12.1 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 33:36 | 30:47 | 30:47 | 36:24 | 36:24 | 36:24 | 05:37 | 04:09 |
 | Helm of the Dominator | 2 | 14.29% | 9.1 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 07:49 | 07:26 | 07:26 | 08:12 | 08:12 | 08:12 | 00:46 | 00:34 |
 | Assault Cuirass | 1 | 7.14% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Buckler | 1 | 7.14% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |