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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 | |
 | Power Treads | 3 | 42.86% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 13:35 | 09:32 | 09:32 | 11:59 | 19:14 | 19:14 | 09:42 | 07:11 |
 | Blink Dagger | 5 | 71.43% | 95.2 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 15:26 | 12:19 | 12:19 | 16:10 | 17:02 | 17:23 | 04:43 | 03:29 |
 | Quelling Blade | 2 | 28.57% | 90.5 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Meteor Hammer | 6 | 85.71% | 85.7 | 66.67% | +66.67% | +33.33% | +33.33% | 0.00% | 07:16 | 04:42 | 06:17 | 07:10 | 08:13 | 09:23 | 01:56 | 01:25 |
 | Crown | 6 | 85.71% | 81.0 | 66.67% | +66.67% | -16.67% | -66.67% | -17.05% | 01:34 | -01:29 | -01:29 | -01:29 | 04:25 | 05:18 | 05:54 | 04:22 |
 | Ring of Health | 6 | 85.71% | 76.2 | 66.67% | +66.67% | +33.33% | -66.67% | -78.95% | 03:07 | 01:23 | 02:50 | 02:50 | 04:06 | 04:10 | 01:16 | 00:56 |
 | Aghanim's Scepter | 4 | 57.14% | 71.4 | 75.00% | +41.67% | +25.00% | -75.00% | -10.33% | 32:36 | 22:50 | 22:50 | 25:44 | 32:31 | 49:19 | 09:41 | 07:10 |
 | Boots of Speed | 7 | 100.00% | 66.7 | 57.14% | +57.14% | +42.86% | -7.14% | -38.96% | 08:35 | 05:46 | 07:41 | 08:45 | 08:58 | 11:13 | 01:17 | 00:57 |
 | Void Stone | 7 | 100.00% | 61.9 | 57.14% | +57.14% | +42.86% | -7.14% | -25.64% | 11:28 | 04:29 | 06:07 | 07:04 | 08:04 | 38:10 | 01:57 | 01:26 |
 | Wind Lace | 7 | 100.00% | 57.1 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | 08:08 | -01:29 | 06:25 | 09:54 | 10:11 | 11:36 | 03:46 | 02:47 |
 | Aether Lens | 3 | 42.86% | 52.4 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 32:42 | 29:37 | 29:37 | 30:10 | 38:20 | 38:20 | 08:43 | 06:27 |
 | Magic Wand | 4 | 57.14% | 47.6 | 50.00% | -16.67% | -50.00% | +50.00% | 11.01% | 08:06 | -01:25 | -01:25 | 05:57 | 10:30 | 17:23 | 11:55 | 08:49 |
 | Magic Stick | 4 | 57.14% | 42.9 | 50.00% | -16.67% | +50.00% | +50.00% | 0.00% | 02:21 | -01:29 | -01:29 | -01:25 | 02:23 | 09:56 | 03:52 | 02:51 |
 | Arcane Boots | 1 | 14.29% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 28.57% | 33.3 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 28:14 | 27:16 | 27:16 | 29:11 | 29:11 | 29:11 | 01:55 | 01:25 |
 | Black King Bar | 2 | 28.57% | 28.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 27:43 | 21:08 | 21:08 | 34:17 | 34:17 | 34:17 | 13:09 | 09:44 |
 | Fluffy Hat | 1 | 14.29% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:09 | 21:09 | 21:09 | 21:09 | 21:09 | 21:09 | 00:00 | 00:00 |
 | Force Staff | 1 | 14.29% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:55 | 26:55 | 26:55 | 26:55 | 26:55 | 26:55 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 14.29% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:57 | 13:57 | 13:57 | 13:57 | 13:57 | 13:57 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 28.57% | 9.5 | 0.00% | -80.00% | 0.00% | 0.00% | 0.00% | 14:00 | 12:55 | 12:55 | 15:05 | 15:05 | 15:05 | 02:10 | 01:36 |
 | Aghanim's Shard | 1 | 14.29% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |