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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 | |
 | Force Staff | 5 | 41.67% | 100.0 | 80.00% | +65.71% | +20.00% | +20.00% | 0.00% | 31:50 | 24:37 | 24:37 | 33:06 | 33:58 | 37:19 | 09:21 | 06:55 |
 | Fluffy Hat | 6 | 50.00% | 96.0 | 66.67% | +50.00% | -16.67% | +33.33% | 3.61% | 21:28 | 08:30 | 15:04 | 18:17 | 28:54 | 30:07 | 13:50 | 10:14 |
 | Ghost Scepter | 4 | 33.33% | 92.0 | 75.00% | +50.00% | +25.00% | +25.00% | 0.00% | 37:09 | 29:31 | 29:31 | 31:25 | 34:02 | 53:39 | 04:31 | 03:20 |
 | Null Talisman | 11 | 91.67% | 88.0 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 05:26 | 01:31 | 03:52 | 05:25 | 07:01 | 07:43 | 03:09 | 02:20 |
 | Blink Dagger | 5 | 41.67% | 84.0 | 60.00% | +31.43% | +40.00% | -60.00% | -17.34% | 27:00 | 23:22 | 23:22 | 28:21 | 29:08 | 29:31 | 05:46 | 04:16 |
 | Boots of Speed | 12 | 100.00% | 80.0 | 41.67% | +41.67% | +25.00% | -41.67% | -13.38% | 10:24 | -01:29 | 07:17 | 08:56 | 12:16 | 22:18 | 04:59 | 03:41 |
 | Magic Stick | 9 | 75.00% | 76.0 | 44.44% | +11.11% | +5.56% | -44.44% | -50.00% | 03:44 | -01:29 | -01:29 | 01:10 | 01:24 | 20:42 | 02:53 | 02:08 |
 | Magic Wand | 8 | 66.67% | 72.0 | 37.50% | -12.50% | -37.50% | +12.50% | 5.41% | 12:11 | 03:56 | 04:14 | 09:25 | 13:29 | 28:56 | 09:15 | 06:51 |
 | Void Stone | 4 | 33.33% | 68.0 | 50.00% | +12.50% | +50.00% | -50.00% | -14.96% | 18:54 | 13:30 | 13:30 | 19:28 | 20:11 | 22:25 | 06:41 | 04:57 |
 | Aghanim's Scepter | 4 | 33.33% | 64.0 | 50.00% | +12.50% | -50.00% | +50.00% | 18.02% | 38:05 | 33:46 | 33:46 | 35:55 | 39:19 | 43:18 | 05:33 | 04:06 |
 | Eul's Scepter of Divinity | 1 | 8.33% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 8.33% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 8.33% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:14 | 55:14 | 55:14 | 55:14 | 55:14 | 55:14 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 8.33% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 00:00 | 00:00 |
 | Wind Lace | 1 | 8.33% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 00:00 | 00:00 |
 | Kaya | 1 | 8.33% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:51 | 54:51 | 54:51 | 54:51 | 54:51 | 54:51 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 41.67% | 36.0 | 40.00% | -2.86% | +60.00% | +60.00% | 0.00% | 16:43 | 11:47 | 11:47 | 12:33 | 16:52 | 29:52 | 05:05 | 03:45 |
 | Aeon Disk | 2 | 16.67% | 32.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 41:38 | 34:25 | 34:25 | 48:50 | 48:50 | 48:50 | 14:25 | 10:40 |
 | Aether Lens | 3 | 25.00% | 28.0 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 19:13 | 15:09 | 15:09 | 19:51 | 22:40 | 22:40 | 07:31 | 05:34 |
 | Headdress | 1 | 8.33% | 24.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 16.67% | 20.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 14:26 | 14:01 | 14:01 | 14:51 | 14:51 | 14:51 | 00:50 | 00:37 |
 | Rod of Atos | 2 | 16.67% | 16.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 8.33% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 00:00 | 00:00 |
 | Crown | 4 | 33.33% | 8.0 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 09:17 | 04:48 | 04:48 | 07:43 | 11:16 | 13:19 | 06:28 | 04:47 |
 | Veil of Discord | 2 | 16.67% | 4.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 17:42 | 16:53 | 16:53 | 18:31 | 18:31 | 18:31 | 01:38 | 01:12 |