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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 | 20.00% | 100.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 13:24 | 13:09 | 13:09 | 13:38 | 13:38 | 13:38 | 00:29 | 00:21 |
 | Aghanim's Shard | 9 | 90.00% | 96.4 | 55.56% | +55.56% | -5.56% | +44.44% | 6.91% | 25:05 | 15:32 | 20:25 | 24:24 | 27:39 | 32:56 | 07:14 | 05:21 |
 | Boots of Speed | 10 | 100.00% | 92.9 | 50.00% | +50.00% | -50.00% | +50.00% | 37.97% | 04:14 | -01:29 | 04:00 | 04:50 | 06:38 | 07:23 | 02:38 | 01:57 |
 | Magic Stick | 10 | 100.00% | 89.3 | 50.00% | +50.00% | -16.67% | 0.00% | 2.45% | 04:13 | -01:29 | 00:17 | 04:15 | 07:06 | 09:51 | 06:49 | 05:02 |
 | Force Staff | 5 | 50.00% | 85.7 | 60.00% | +20.00% | +40.00% | -60.00% | -20.76% | 25:48 | 20:33 | 20:33 | 21:59 | 25:22 | 39:42 | 04:49 | 03:34 |
 | Ring of Protection | 5 | 50.00% | 82.1 | 60.00% | +20.00% | +40.00% | -60.00% | -19.11% | 07:41 | -01:29 | -01:29 | -01:29 | 06:43 | 36:11 | 08:12 | 06:04 |
 | Fluffy Hat | 5 | 50.00% | 78.6 | 60.00% | +20.00% | +40.00% | -60.00% | -28.30% | 18:37 | 11:40 | 11:40 | 14:31 | 15:12 | 39:42 | 03:32 | 02:37 |
 | Magic Wand | 9 | 90.00% | 75.0 | 44.44% | -55.56% | +5.56% | -44.44% | -10.03% | 11:12 | 07:23 | 07:40 | 11:57 | 12:39 | 14:20 | 04:59 | 03:41 |
 | Wind Lace | 9 | 90.00% | 71.4 | 44.44% | -55.56% | +5.56% | +5.56% | 0.00% | 06:54 | -01:29 | -01:29 | 04:22 | 11:54 | 20:32 | 13:23 | 09:54 |
 | Tranquil Boots | 9 | 90.00% | 67.9 | 44.44% | -55.56% | -44.44% | +5.56% | 6.02% | 10:11 | 03:32 | 04:51 | 08:43 | 13:09 | 20:47 | 08:18 | 06:08 |
 | Ring of Health | 3 | 30.00% | 64.3 | 66.67% | +23.81% | -66.67% | 0.00% | 4.49% | 25:19 | 17:50 | 17:50 | 25:27 | 32:41 | 32:41 | 14:51 | 11:00 |
 | Crimson Guard | 1 | 10.00% | 60.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 10.00% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Vanguard | 1 | 10.00% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Black King Bar | 1 | 10.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 10.00% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 00:00 | 00:00 |
 | Void Stone | 1 | 10.00% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 10.00% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 20.00% | 35.7 | 50.00% | 0.00% | -50.00% | 0.00% | 37.50% | 07:23 | 06:43 | 06:43 | 08:03 | 08:03 | 08:03 | 01:20 | 00:59 |
 | Quelling Blade | 1 | 10.00% | 32.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:26 | 20:26 | 20:26 | 20:26 | 20:26 | 20:26 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 20.00% | 28.6 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 17:58 | 11:30 | 11:30 | 24:25 | 24:25 | 24:25 | 12:55 | 09:34 |
 | Hood of Defiance | 1 | 10.00% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:50 | 17:50 | 17:50 | 17:50 | 17:50 | 17:50 | 00:00 | 00:00 |
 | Buckler | 1 | 10.00% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 20.00% | 17.9 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 18:41 | 17:09 | 17:09 | 20:13 | 20:13 | 20:13 | 03:04 | 02:16 |
 | Vladmir's Offering | 1 | 10.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Bracer | 1 | 10.00% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:22 | 10:22 | 10:22 | 10:22 | 10:22 | 10:22 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 10.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 10.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 00:00 | 00:00 |