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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 | |
 | Aeon Disk | 3 | 9.68% | 100.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 46:23 | 37:42 | 37:42 | 43:21 | 58:07 | 58:07 | 20:25 | 15:07 |
 | Ghost Scepter | 3 | 9.68% | 94.1 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 39:58 | 33:56 | 33:56 | 40:40 | 45:17 | 45:17 | 11:21 | 08:24 |
 | Aether Lens | 11 | 35.48% | 88.2 | 63.64% | +33.64% | -30.31% | +36.36% | 0.00% | 27:06 | 17:14 | 18:00 | 27:05 | 31:56 | 40:29 | 13:56 | 10:19 |
 | Void Stone | 11 | 35.48% | 82.4 | 63.64% | +33.64% | -30.31% | +36.36% | 0.00% | 26:29 | 14:38 | 17:46 | 26:24 | 31:44 | 40:29 | 13:58 | 10:20 |
 | Blink Dagger | 25 | 80.65% | 76.5 | 48.00% | +31.33% | +2.00% | -14.67% | -2.75% | 20:17 | 14:33 | 16:51 | 19:55 | 22:55 | 30:09 | 06:04 | 04:29 |
 | Boots of Speed | 31 | 100.00% | 70.6 | 41.94% | +41.94% | -4.44% | +20.56% | 9.04% | 04:11 | -01:29 | 03:26 | 04:29 | 06:12 | 11:07 | 02:46 | 02:02 |
 | Magic Wand | 22 | 70.97% | 64.7 | 45.45% | +12.12% | +4.55% | +14.55% | 1.28% | 11:06 | 01:42 | 06:40 | 08:53 | 14:27 | 25:59 | 07:47 | 05:45 |
 | Arcane Boots | 17 | 54.84% | 58.8 | 47.06% | +11.35% | -22.06% | +52.94% | 19.07% | 15:01 | 10:23 | 11:35 | 13:36 | 15:31 | 30:39 | 03:56 | 02:54 |
 | Wind Lace | 17 | 54.84% | 52.9 | 47.06% | +11.35% | +27.94% | +2.94% | -2.93% | 06:36 | -01:29 | 02:34 | 07:36 | 11:06 | 14:46 | 08:32 | 06:19 |
 | Magic Stick | 30 | 96.77% | 47.1 | 40.00% | -60.00% | -15.00% | -11.43% | 1.16% | 02:10 | -01:29 | -01:29 | -01:18 | 04:33 | 25:59 | 06:02 | 04:28 |
 | Force Staff | 2 | 6.45% | 41.2 | 100.00% | +62.07% | 0.00% | 0.00% | 0.00% | 39:20 | 32:35 | 32:35 | 46:05 | 46:05 | 46:05 | 13:30 | 10:00 |
 | Black King Bar | 5 | 16.13% | 35.3 | 60.00% | +21.54% | -60.00% | +40.00% | 0.00% | 31:34 | 27:06 | 27:06 | 29:53 | 35:03 | 37:21 | 07:57 | 05:53 |
 | Tranquil Boots | 12 | 38.71% | 29.4 | 41.67% | -0.44% | +25.00% | -8.34% | -6.85% | 14:32 | 05:15 | 08:04 | 11:09 | 12:56 | 60:09 | 04:52 | 03:36 |
 | Aghanim's Shard | 9 | 29.03% | 23.5 | 44.44% | +3.53% | -44.44% | +5.56% | 0.00% | 24:45 | 15:40 | 16:35 | 24:15 | 28:11 | 35:09 | 11:36 | 08:35 |
 | Fluffy Hat | 10 | 32.26% | 17.6 | 30.00% | -17.62% | +3.33% | +70.00% | 0.00% | 12:03 | -01:29 | -01:29 | 07:09 | 20:00 | 46:04 | 21:29 | 15:54 |
 | Glimmer Cape | 2 | 6.45% | 11.8 | 50.00% | +8.62% | -50.00% | 0.00% | 0.00% | 28:05 | 27:26 | 27:26 | 28:44 | 28:44 | 28:44 | 01:18 | 00:57 |
 | Quelling Blade | 2 | 6.45% | 5.9 | 50.00% | +8.62% | +50.00% | 0.00% | 0.00% | 09:55 | 07:42 | 07:42 | 12:08 | 12:08 | 12:08 | 04:26 | 03:17 |