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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 | 6 | 54.55% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 17:28 | 10:53 | 11:50 | 11:55 | 27:36 | 28:02 | 15:46 | 11:40 |
 | Fluffy Hat | 8 | 72.73% | 96.0 | 75.00% | +75.00% | -25.00% | +25.00% | 4.45% | 19:35 | 11:36 | 11:55 | 13:35 | 23:09 | 36:41 | 11:14 | 08:19 |
 | Boots of Speed | 11 | 100.00% | 92.0 | 54.55% | +54.55% | -21.22% | +45.45% | 16.13% | 07:44 | 03:56 | 04:46 | 07:58 | 08:54 | 10:18 | 04:08 | 03:03 |
 | Void Stone | 2 | 18.18% | 88.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 34:08 | 30:55 | 30:55 | 37:20 | 37:20 | 37:20 | 06:25 | 04:45 |
 | Aether Lens | 2 | 18.18% | 84.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 34:26 | 31:18 | 31:18 | 37:34 | 37:34 | 37:34 | 06:16 | 04:38 |
 | Force Staff | 4 | 36.36% | 80.0 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 27:53 | 20:54 | 20:54 | 22:31 | 31:17 | 36:48 | 10:23 | 07:41 |
 | Aghanim's Shard | 4 | 36.36% | 76.0 | 75.00% | +32.14% | -75.00% | +25.00% | 36.36% | 24:49 | 21:05 | 21:05 | 21:22 | 23:50 | 33:00 | 02:45 | 02:02 |
 | Magic Stick | 9 | 81.82% | 72.0 | 55.56% | +5.56% | +44.44% | -5.56% | -24.79% | 01:54 | -01:29 | -01:29 | 01:16 | 03:30 | 07:58 | 04:59 | 03:41 |
 | Magic Wand | 6 | 54.55% | 68.0 | 50.00% | -10.00% | 0.00% | +50.00% | 5.12% | 11:14 | 02:49 | 05:52 | 08:11 | 15:38 | 21:34 | 09:46 | 07:14 |
 | Wind Lace | 8 | 72.73% | 64.0 | 37.50% | -62.50% | +62.50% | -37.50% | -12.63% | 09:09 | -01:29 | 04:01 | 07:45 | 11:56 | 21:45 | 07:55 | 05:51 |
 | Glimmer Cape | 4 | 36.36% | 60.0 | 50.00% | -7.14% | +50.00% | -50.00% | -12.55% | 20:28 | 15:59 | 15:59 | 16:55 | 23:57 | 25:00 | 07:58 | 05:54 |
 | Holy Locket | 1 | 9.09% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 9.09% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 9.09% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 00:00 | 00:00 |
 | Headdress | 1 | 9.09% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 00:00 | 00:00 |
 | Solar Crest | 2 | 18.18% | 40.0 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 21:16 | 20:45 | 20:45 | 21:46 | 21:46 | 21:46 | 01:01 | 00:45 |
 | Blight Stone | 2 | 18.18% | 36.0 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 14:58 | 12:54 | 12:54 | 17:01 | 17:01 | 17:01 | 04:07 | 03:02 |
 | Medallion of Courage | 2 | 18.18% | 32.0 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 14:58 | 12:54 | 12:54 | 17:01 | 17:01 | 17:01 | 04:07 | 03:02 |
 | Crown | 2 | 18.18% | 28.0 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 18:38 | 18:29 | 18:29 | 18:47 | 18:47 | 18:47 | 00:18 | 00:13 |
 | Ring of Basilius | 2 | 18.18% | 24.0 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 05:32 | 05:06 | 05:06 | 05:57 | 05:57 | 05:57 | 00:51 | 00:37 |
 | Chainmail | 2 | 18.18% | 20.0 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 14:57 | 12:53 | 12:53 | 17:00 | 17:00 | 17:00 | 04:07 | 03:02 |
 | Tranquil Boots | 4 | 36.36% | 16.0 | 25.00% | -46.43% | -25.00% | +75.00% | 21.74% | 15:38 | 12:14 | 12:14 | 13:02 | 16:50 | 20:26 | 04:36 | 03:24 |
 | Buckler | 1 | 9.09% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:27 | 10:27 | 10:27 | 10:27 | 10:27 | 10:27 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 9.09% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 9.09% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:20 | -01:20 | -01:20 | -01:20 | -01:20 | -01:20 | 00:00 | 00:00 |