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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 | |
 | Arcane Boots | 1 | 25.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Void Stone | 2 | 50.00% | 94.7 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 34:53 | 28:31 | 28:31 | 41:15 | 41:15 | 41:15 | 12:44 | 09:25 |
 | Aether Lens | 2 | 50.00% | 89.5 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 35:37 | 29:22 | 29:22 | 41:52 | 41:52 | 41:52 | 12:30 | 09:15 |
 | Wind Lace | 3 | 75.00% | 84.2 | 33.33% | +33.33% | -33.33% | 0.00% | 1.93% | 13:27 | 04:25 | 04:25 | 14:13 | 21:42 | 21:42 | 17:17 | 12:48 |
 | Magic Stick | 3 | 75.00% | 78.9 | 33.33% | +33.33% | -33.33% | 0.00% | 14.49% | 01:38 | -01:29 | -01:29 | 02:37 | 03:47 | 03:47 | 05:16 | 03:54 |
 | Blink Dagger | 4 | 100.00% | 73.7 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 13:37 | 09:48 | 09:48 | 12:13 | 13:57 | 18:30 | 04:09 | 03:04 |
 | Aghanim's Shard | 4 | 100.00% | 68.4 | 25.00% | +25.00% | +75.00% | -25.00% | -13.99% | 26:12 | 19:44 | 19:44 | 25:09 | 26:53 | 33:03 | 07:09 | 05:17 |
 | Boots of Speed | 4 | 100.00% | 63.2 | 25.00% | +25.00% | +75.00% | -25.00% | -23.53% | 04:20 | -01:29 | -01:29 | 03:34 | 05:44 | 09:29 | 07:13 | 05:20 |
 | Phase Boots | 1 | 25.00% | 57.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:18 | 14:18 | 14:18 | 14:18 | 14:18 | 14:18 | 00:00 | 00:00 |
 | Magic Wand | 2 | 50.00% | 52.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 07:34 | 04:21 | 04:21 | 10:47 | 10:47 | 10:47 | 06:26 | 04:45 |
 | Chainmail | 1 | 25.00% | 47.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 25.00% | 42.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 00:00 | 00:00 |
 | Black King Bar | 1 | 25.00% | 36.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 25.00% | 31.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Soul Ring | 2 | 50.00% | 26.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 04:01 | 03:41 | 03:41 | 04:21 | 04:21 | 04:21 | 00:40 | 00:29 |
 | Ring of Protection | 2 | 50.00% | 21.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 03:15 | 02:39 | 02:39 | 03:50 | 03:50 | 03:50 | 01:11 | 00:52 |
 | Quelling Blade | 2 | 50.00% | 15.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 25.00% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 00:00 | 00:00 |
 | Force Staff | 1 | 25.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 00:00 | 00:00 |