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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 | |
 | Boots of Travel | 2 | 28.57% | 100.0 | 50.00% | +50.00% | +50.00% | 0.00% | -3.13% | 35:04 | 27:05 | 27:05 | 43:02 | 43:02 | 43:02 | 15:57 | 11:48 |
 | Soul Ring | 2 | 28.57% | 96.7 | 50.00% | +50.00% | -50.00% | 0.00% | 10.79% | 10:55 | 08:36 | 08:36 | 13:14 | 13:14 | 13:14 | 04:38 | 03:25 |
 | Eul's Scepter of Divinity | 2 | 28.57% | 93.3 | 50.00% | +50.00% | +50.00% | 0.00% | -5.34% | 26:24 | 21:43 | 21:43 | 31:05 | 31:05 | 31:05 | 09:22 | 06:56 |
 | Magic Stick | 4 | 57.14% | 90.0 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 03:49 | 02:12 | 02:12 | 02:14 | 02:17 | 08:34 | 00:05 | 00:03 |
 | Black King Bar | 4 | 57.14% | 86.7 | 25.00% | +25.00% | -25.00% | +75.00% | 45.45% | 27:52 | 24:25 | 24:25 | 26:29 | 26:37 | 33:55 | 02:12 | 01:37 |
 | Arcane Boots | 7 | 100.00% | 83.3 | 14.29% | +14.29% | +35.71% | -14.29% | -18.87% | 06:30 | 02:14 | 05:22 | 06:47 | 08:01 | 09:09 | 02:39 | 01:57 |
 | Boots of Speed | 7 | 100.00% | 80.0 | 14.29% | +14.29% | +35.71% | -14.29% | -21.90% | 04:19 | 01:33 | 03:07 | 04:05 | 05:24 | 06:54 | 02:17 | 01:41 |
 | Bloodstone | 5 | 71.43% | 76.7 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 16:07 | 13:17 | 13:17 | 16:12 | 17:16 | 18:27 | 03:59 | 02:57 |
 | Magic Wand | 6 | 85.71% | 73.3 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 07:42 | 02:43 | 06:39 | 07:10 | 09:15 | 11:31 | 02:36 | 01:55 |
 | Shiva's Guard | 3 | 42.86% | 70.0 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 36:13 | 29:28 | 29:28 | 38:53 | 40:18 | 40:18 | 10:50 | 08:01 |
 | Wind Lace | 1 | 14.29% | 66.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:16 | 07:16 | 07:16 | 07:16 | 07:16 | 07:16 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 14.29% | 63.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:32 | 23:32 | 23:32 | 23:32 | 23:32 | 23:32 | 00:00 | 00:00 |
 | Keen Optic | 1 | 14.29% | 60.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 14.29% | 56.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 00:00 | 00:00 |
 | Pupil's Gift | 1 | 14.29% | 53.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Cloak of Flames | 1 | 14.29% | 50.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 28.57% | 46.7 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 31:39 | 30:07 | 30:07 | 33:11 | 33:11 | 33:11 | 03:04 | 02:16 |
 | Kaya | 1 | 14.29% | 43.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 28.57% | 40.0 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 23:54 | 18:28 | 18:28 | 29:19 | 29:19 | 29:19 | 10:51 | 08:02 |
 | Sange | 1 | 14.29% | 36.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:02 | 17:02 | 17:02 | 17:02 | 17:02 | 17:02 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 14.29% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 00:00 | 00:00 |
 | Force Staff | 1 | 14.29% | 30.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 14.29% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:02 | 58:02 | 58:02 | 58:02 | 58:02 | 58:02 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 14.29% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 00:00 | 00:00 |
 | Null Talisman | 4 | 57.14% | 20.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | -01:08 | -11:57 | -11:57 | 01:42 | 01:45 | 03:57 | 13:42 | 10:08 |
 | Void Stone | 1 | 14.29% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 00:00 | 00:00 |
 | Ring of Health | 2 | 28.57% | 13.3 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 16:33 | 11:20 | 11:20 | 21:46 | 21:46 | 21:46 | 10:26 | 07:43 |
 | Bottle | 2 | 28.57% | 10.0 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 01:15 | 00:53 | 00:53 | 01:37 | 01:37 | 01:37 | 00:44 | 00:32 |
 | Ghost Scepter | 1 | 14.29% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 14.29% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:42 | 14:42 | 14:42 | 14:42 | 14:42 | 14:42 | 00:00 | 00:00 |