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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 | |
 | Urn of Shadows | 1 | 16.67% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 16.67% | 96.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:25 | 19:25 | 19:25 | 19:25 | 19:25 | 19:25 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 33.33% | 92.9 | 50.00% | +50.00% | -50.00% | 0.00% | 50.00% | 01:56 | 01:45 | 01:45 | 02:06 | 02:06 | 02:06 | 00:21 | 00:15 |
 | Soul Ring | 2 | 33.33% | 89.3 | 50.00% | +50.00% | -50.00% | 0.00% | 36.59% | 08:12 | 07:31 | 07:31 | 08:53 | 08:53 | 08:53 | 01:22 | 01:00 |
 | Wind Lace | 3 | 50.00% | 85.7 | 33.33% | +33.33% | +66.67% | 0.00% | -5.90% | 14:55 | 08:33 | 08:33 | 16:22 | 19:51 | 19:51 | 11:18 | 08:22 |
 | Aghanim's Shard | 4 | 66.67% | 82.1 | 25.00% | +25.00% | +75.00% | -25.00% | -9.88% | 29:20 | 21:09 | 21:09 | 27:10 | 31:16 | 37:44 | 10:07 | 07:29 |
 | Black King Bar | 4 | 66.67% | 78.6 | 25.00% | +25.00% | +75.00% | -25.00% | -17.96% | 23:33 | 17:13 | 17:13 | 19:27 | 22:47 | 34:45 | 05:34 | 04:07 |
 | Boots of Speed | 6 | 100.00% | 75.0 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 04:57 | 01:57 | 03:32 | 04:27 | 06:42 | 07:44 | 03:10 | 02:20 |
 | Magic Wand | 6 | 100.00% | 71.4 | 16.67% | +16.67% | +33.33% | -16.67% | -11.15% | 07:03 | -01:29 | 06:07 | 07:38 | 10:36 | 10:44 | 04:29 | 03:19 |
 | Phase Boots | 2 | 33.33% | 67.9 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 06:10 | 06:03 | 06:03 | 06:16 | 06:16 | 06:16 | 00:13 | 00:09 |
 | Lotus Orb | 2 | 33.33% | 64.3 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 30:42 | 18:09 | 18:09 | 43:14 | 43:14 | 43:14 | 25:05 | 18:34 |
 | Falcon Blade | 1 | 16.67% | 60.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:33 | 07:33 | 07:33 | 07:33 | 07:33 | 07:33 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 16.67% | 57.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 16.67% | 53.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:18 | 11:18 | 11:18 | 11:18 | 11:18 | 11:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 16.67% | 50.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 16.67% | 46.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 00:00 | 00:00 |
 | Blight Stone | 1 | 16.67% | 42.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 16.67% | 39.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 16.67% | 35.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |
 | Ring of Health | 2 | 33.33% | 32.1 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 30:11 | 17:21 | 17:21 | 43:01 | 43:01 | 43:01 | 25:40 | 19:00 |
 | Arcane Boots | 1 | 16.67% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 00:00 | 00:00 |
 | Magic Stick | 5 | 83.33% | 25.0 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 01:14 | -01:29 | -01:29 | -01:29 | 02:41 | 07:58 | 04:10 | 03:05 |
 | Chainmail | 2 | 33.33% | 21.4 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 04:40 | 03:50 | 03:50 | 05:30 | 05:30 | 05:30 | 01:40 | 01:14 |
 | Eul's Scepter of Divinity | 1 | 16.67% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Null Talisman | 2 | 33.33% | 14.3 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 05:58 | 02:05 | 02:05 | 09:51 | 09:51 | 09:51 | 07:46 | 05:45 |
 | Power Treads | 1 | 16.67% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 00:00 | 00:00 |
 | Void Stone | 3 | 50.00% | 7.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 28:48 | 15:16 | 15:16 | 28:08 | 43:01 | 43:01 | 27:45 | 20:33 |
 | Blink Dagger | 1 | 16.67% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 00:00 | 00:00 |