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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 | 5 | 55.56% | 100.0 | 80.00% | +55.00% | -80.00% | +20.00% | 5.55% | 15:01 | 02:36 | 02:36 | 18:36 | 20:37 | 22:23 | 18:01 | 13:20 |
 | Wind Lace | 8 | 88.89% | 96.3 | 62.50% | +62.50% | +37.50% | -12.50% | -5.40% | 07:35 | -01:29 | 03:10 | 04:25 | 12:26 | 16:12 | 09:16 | 06:51 |
 | Phase Boots | 2 | 22.22% | 92.6 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 17:23 | 08:11 | 08:11 | 26:35 | 26:35 | 26:35 | 18:24 | 13:37 |
 | Chainmail | 2 | 22.22% | 88.9 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 14:38 | 04:18 | 04:18 | 24:58 | 24:58 | 24:58 | 20:40 | 15:18 |
 | Blink Dagger | 9 | 100.00% | 85.2 | 55.56% | +55.56% | -55.56% | -5.56% | 15.00% | 15:48 | 10:00 | 14:00 | 16:23 | 17:20 | 19:32 | 03:20 | 02:28 |
 | Boots of Speed | 9 | 100.00% | 81.5 | 55.56% | +55.56% | -55.56% | -5.56% | 11.63% | 02:00 | -01:29 | -01:29 | 02:39 | 05:47 | 06:36 | 07:16 | 05:22 |
 | Magic Stick | 7 | 77.78% | 77.8 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 06:27 | -01:29 | -01:29 | 07:09 | 08:35 | 17:13 | 10:04 | 07:27 |
 | Fluffy Hat | 7 | 77.78% | 74.1 | 57.14% | +7.14% | -7.14% | +42.86% | 4.01% | 25:41 | 17:57 | 18:14 | 23:57 | 30:43 | 39:20 | 12:29 | 09:14 |
 | Force Staff | 6 | 66.67% | 70.4 | 50.00% | -16.67% | -50.00% | +50.00% | 14.89% | 32:14 | 27:00 | 28:34 | 31:08 | 35:17 | 39:20 | 06:43 | 04:58 |
 | Bottle | 3 | 33.33% | 66.7 | 66.67% | +16.67% | -66.67% | 0.00% | 3.36% | 07:58 | 01:21 | 01:21 | 01:22 | 21:10 | 21:10 | 19:49 | 14:40 |
 | Tranquil Boots | 4 | 44.44% | 63.0 | 50.00% | -10.00% | -50.00% | +50.00% | 16.62% | 13:06 | 04:53 | 04:53 | 10:06 | 10:54 | 26:30 | 06:01 | 04:27 |
 | Shadow Blade | 1 | 11.11% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 11.11% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 11.11% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:06 | 32:06 | 32:06 | 32:06 | 32:06 | 32:06 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 11.11% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 11.11% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 00:00 | 00:00 |
 | Daedalus | 1 | 11.11% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Black King Bar | 1 | 11.11% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:07 | 26:07 | 26:07 | 26:07 | 26:07 | 26:07 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 11.11% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Void Stone | 1 | 11.11% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 |
 | Ring of Health | 1 | 11.11% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 00:00 | 00:00 |
 | Crystalys | 2 | 22.22% | 22.2 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 38:49 | 37:56 | 37:56 | 39:41 | 39:41 | 39:41 | 01:45 | 01:17 |
 | Echo Sabre | 2 | 22.22% | 18.5 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 19:23 | 18:39 | 18:39 | 20:07 | 20:07 | 20:07 | 01:28 | 01:05 |
 | Quelling Blade | 2 | 22.22% | 14.8 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 22.22% | 11.1 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 30:19 | 27:22 | 27:22 | 33:15 | 33:15 | 33:15 | 05:53 | 04:21 |
 | Arcane Boots | 1 | 11.11% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:10 | 07:10 | 07:10 | 07:10 | 07:10 | 07:10 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 11.11% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |