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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 | |
 | Null Talisman | 1 | 16.67% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:50 | 06:50 | 06:50 | 06:50 | 06:50 | 06:50 | 00:00 | 00:00 |
 | Ninja Gear | 1 | 16.67% | 97.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |
 | Trusty Shovel | 1 | 16.67% | 94.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Quickening Charm | 1 | 16.67% | 91.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 16.67% | 88.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 00:00 | 00:00 |
 | Blink Dagger | 3 | 50.00% | 85.7 | 33.33% | +33.33% | -33.33% | 0.00% | 2.39% | 31:56 | 26:55 | 26:55 | 28:00 | 40:52 | 40:52 | 13:57 | 10:20 |
 | Quelling Blade | 3 | 50.00% | 82.9 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Fairy's Trinket | 4 | 66.67% | 80.0 | 25.00% | +25.00% | -25.00% | +75.00% | 50.00% | 10:30 | 08:00 | 08:00 | 10:00 | 10:00 | 14:00 | 02:00 | 01:28 |
 | Black King Bar | 6 | 100.00% | 77.1 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 20:01 | 16:58 | 18:52 | 20:00 | 21:25 | 21:41 | 02:33 | 01:53 |
 | Wind Lace | 6 | 100.00% | 74.3 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 07:19 | 04:20 | 04:32 | 05:31 | 10:14 | 13:41 | 05:42 | 04:13 |
 | Boots of Travel | 6 | 100.00% | 71.4 | 16.67% | +16.67% | -16.67% | +83.33% | 78.95% | 10:18 | 08:28 | 09:34 | 09:47 | 10:50 | 12:57 | 01:16 | 00:56 |
 | Bottle | 6 | 100.00% | 68.6 | 16.67% | +16.67% | -16.67% | +83.33% | 100.00% | 01:47 | 01:17 | 01:38 | 01:45 | 02:03 | 02:04 | 00:25 | 00:18 |
 | Boots of Speed | 6 | 100.00% | 65.7 | 16.67% | +16.67% | +33.33% | -16.67% | -50.00% | 03:18 | 01:36 | 02:45 | 03:17 | 03:37 | 04:59 | 00:52 | 00:38 |
 | Magic Wand | 5 | 83.33% | 62.9 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 09:59 | 06:20 | 06:20 | 10:15 | 11:39 | 13:15 | 05:19 | 03:56 |
 | Aghanim's Shard | 5 | 83.33% | 60.0 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 23:00 | 20:00 | 20:00 | 23:52 | 24:35 | 25:27 | 04:35 | 03:23 |
 | Magic Stick | 5 | 83.33% | 57.1 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 09:03 | 03:06 | 03:06 | 09:50 | 11:31 | 12:54 | 08:25 | 06:14 |
 | Void Stone | 2 | 33.33% | 54.3 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 32:59 | 28:00 | 28:00 | 37:58 | 37:58 | 37:58 | 09:58 | 07:22 |
 | Fae Grenade | 1 | 16.67% | 51.4 | 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 |
 | Ascetic's Cap | 1 | 16.67% | 48.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 00:00 | 00:00 |
 | Ceremonial Robe | 1 | 16.67% | 45.7 | 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 |
 | Psychic Headband | 1 | 16.67% | 45.7 | 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 |
 | Stormcrafter | 1 | 16.67% | 40.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Nether Shawl | 1 | 16.67% | 37.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Arcane Ring | 1 | 16.67% | 34.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Ocean Heart | 1 | 16.67% | 31.4 | 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 |
 | Eul's Scepter of Divinity | 1 | 16.67% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Spider Legs | 1 | 16.67% | 25.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Pupil's Gift | 2 | 33.33% | 22.9 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 20:30 | 18:00 | 18:00 | 23:00 | 23:00 | 23:00 | 05:00 | 03:42 |
 | Philosopher's Stone | 2 | 33.33% | 20.0 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 38:00 | 21:00 | 21:00 | 55:00 | 55:00 | 55:00 | 34:00 | 25:11 |
 | Ghost Scepter | 1 | 16.67% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 |
 | Aether Lens | 1 | 16.67% | 14.3 | 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 |
 | Ethereal Blade | 1 | 16.67% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 16.67% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Ring of Health | 1 | 16.67% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 00:00 | 00:00 |
 | Pig Pole | 1 | 16.67% | 2.9 | 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 |