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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 | |
 | Chainmail | 13 | 92.86% | 100.0 | 46.15% | +46.15% | -12.82% | -12.82% | 0.00% | 10:01 | 06:25 | 07:12 | 10:09 | 12:14 | 13:50 | 05:02 | 03:43 |
 | Headdress | 13 | 92.86% | 97.0 | 46.15% | +46.15% | +20.52% | -12.82% | -6.85% | 02:53 | -01:29 | -01:29 | 03:11 | 06:21 | 10:55 | 07:50 | 05:48 |
 | Mekansm | 13 | 92.86% | 93.9 | 46.15% | +46.15% | +20.52% | -12.82% | -11.70% | 15:10 | 12:21 | 13:00 | 14:57 | 15:51 | 19:43 | 02:51 | 02:06 |
 | Magic Stick | 13 | 92.86% | 90.9 | 46.15% | +46.15% | +20.52% | -12.82% | -13.89% | 01:25 | -01:29 | -01:29 | 00:57 | 03:53 | 05:54 | 05:22 | 03:58 |
 | Magic Wand | 10 | 71.43% | 87.9 | 50.00% | +25.00% | +16.67% | 0.00% | -1.31% | 13:21 | 03:51 | 05:16 | 15:38 | 17:57 | 23:59 | 12:41 | 09:23 |
 | Fluffy Hat | 8 | 57.14% | 84.8 | 50.00% | +16.67% | +50.00% | -50.00% | -27.78% | 22:27 | 15:51 | 17:03 | 18:43 | 20:39 | 45:58 | 03:36 | 02:40 |
 | Holy Locket | 6 | 42.86% | 81.8 | 50.00% | +12.50% | 0.00% | -50.00% | -3.48% | 30:46 | 20:06 | 23:30 | 23:35 | 37:51 | 47:40 | 14:21 | 10:37 |
 | Aghanim's Shard | 3 | 21.43% | 78.8 | 66.67% | +30.31% | +33.33% | 0.00% | -5.70% | 22:01 | 19:50 | 19:50 | 20:31 | 25:41 | 25:41 | 05:51 | 04:20 |
 | Ghost Scepter | 4 | 28.57% | 75.8 | 50.00% | +10.00% | +50.00% | +50.00% | 0.00% | 34:21 | 30:01 | 30:01 | 30:36 | 31:19 | 45:28 | 01:18 | 00:57 |
 | Boots of Speed | 1 | 7.14% | 72.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 7.14% | 69.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:28 | 53:28 | 53:28 | 53:28 | 53:28 | 53:28 | 00:00 | 00:00 |
 | Ring of Basilius | 3 | 21.43% | 66.7 | 33.33% | -12.12% | -33.33% | 0.00% | 0.89% | 24:52 | 09:44 | 09:44 | 17:40 | 47:13 | 47:13 | 37:29 | 27:45 |
 | Glimmer Cape | 4 | 28.57% | 63.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 38:20 | 25:40 | 25:40 | 37:53 | 44:05 | 45:42 | 18:25 | 13:38 |
 | Helm of the Dominator | 1 | 7.14% | 60.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 7.14% | 57.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Protection | 3 | 21.43% | 54.5 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 21:15 | 07:05 | 07:05 | 09:28 | 47:12 | 47:12 | 40:07 | 29:42 |
 | Crown | 1 | 7.14% | 51.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wind Lace | 1 | 7.14% | 48.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Blight Stone | 1 | 7.14% | 45.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 7.14% | 42.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 00:00 | 00:00 |
 | Soul Ring | 2 | 14.29% | 39.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 09:53 | 09:28 | 09:28 | 10:18 | 10:18 | 10:18 | 00:50 | 00:37 |
 | Crystalys | 1 | 7.14% | 36.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 00:00 | 00:00 |
 | Satanic | 1 | 7.14% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 |
 | Ring of Health | 1 | 7.14% | 30.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:11 | 47:11 | 47:11 | 47:11 | 47:11 | 47:11 | 00:00 | 00:00 |
 | Daedalus | 1 | 7.14% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 7.14% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 00:00 | 00:00 |
 | Black King Bar | 1 | 7.14% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.14% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:52 | 03:52 | 03:52 | 03:52 | 03:52 | 03:52 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 14.29% | 15.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 41:00 | 34:44 | 34:44 | 47:15 | 47:15 | 47:15 | 12:31 | 09:16 |
 | Buckler | 1 | 7.14% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 7.14% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 00:00 | 00:00 |
 | Void Stone | 1 | 7.14% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.14% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 00:00 | 00:00 |