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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 | |
 | Soul Ring | 3 | 50.00% | 100.0 | 66.67% | +66.67% | +33.33% | 0.00% | -3.60% | 11:03 | 07:28 | 07:28 | 08:58 | 16:44 | 16:44 | 09:16 | 06:51 |
 | Ring of Protection | 4 | 66.67% | 96.2 | 50.00% | +50.00% | +50.00% | -50.00% | -11.98% | 12:36 | 06:15 | 06:15 | 08:14 | 14:36 | 21:17 | 08:21 | 06:11 |
 | Bracer | 5 | 83.33% | 92.3 | 40.00% | +40.00% | -40.00% | +60.00% | 100.00% | 02:44 | 02:15 | 02:15 | 02:49 | 02:55 | 03:05 | 00:40 | 00:29 |
 | Magic Stick | 5 | 83.33% | 88.5 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 00:31 | -01:29 | -01:29 | 01:06 | 02:07 | 02:20 | 03:36 | 02:40 |
 | Quelling Blade | 5 | 83.33% | 84.6 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 16.67% | 80.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 16.67% | 76.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 00:00 | 00:00 |
 | Blink Dagger | 6 | 100.00% | 73.1 | 33.33% | +33.33% | +16.67% | +66.67% | 50.00% | 13:46 | 11:23 | 13:48 | 13:55 | 14:33 | 14:49 | 00:45 | 00:33 |
 | Boots of Speed | 6 | 100.00% | 69.2 | 33.33% | +33.33% | -33.33% | +66.67% | 40.00% | 05:37 | 03:09 | 04:44 | 05:06 | 07:14 | 08:14 | 02:30 | 01:51 |
 | Aghanim's Shard | 2 | 33.33% | 65.4 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 26:46 | 24:48 | 24:48 | 28:43 | 28:43 | 28:43 | 03:55 | 02:54 |
 | Ring of Health | 3 | 50.00% | 61.5 | 33.33% | 0.00% | +66.67% | 0.00% | -3.67% | 30:28 | 22:21 | 22:21 | 28:32 | 40:31 | 40:31 | 18:10 | 13:27 |
 | Void Stone | 3 | 50.00% | 57.7 | 33.33% | 0.00% | -33.33% | 0.00% | 3.49% | 24:19 | 20:08 | 20:08 | 23:07 | 29:41 | 29:41 | 09:33 | 07:04 |
 | Magic Wand | 4 | 66.67% | 53.8 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 05:55 | 02:34 | 02:34 | 05:35 | 06:58 | 08:31 | 04:24 | 03:15 |
 | Power Treads | 5 | 83.33% | 50.0 | 20.00% | -80.00% | -20.00% | -20.00% | 0.00% | 07:41 | 06:55 | 06:55 | 07:37 | 08:02 | 08:40 | 01:07 | 00:49 |
 | Wraith Band | 1 | 16.67% | 46.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 00:00 | 00:00 |
 | Buckler | 1 | 16.67% | 42.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 33.33% | 38.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 44:55 | 43:32 | 43:32 | 46:18 | 46:18 | 46:18 | 02:46 | 02:02 |
 | Black King Bar | 2 | 33.33% | 34.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 21:15 | 20:33 | 20:33 | 21:56 | 21:56 | 21:56 | 01:23 | 01:01 |
 | Linken's Sphere | 1 | 16.67% | 30.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 16.67% | 26.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Bottle | 1 | 16.67% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:27 | 01:27 | 01:27 | 01:27 | 01:27 | 01:27 | 00:00 | 00:00 |
 | Aether Lens | 1 | 16.67% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Echo Sabre | 2 | 33.33% | 15.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 14:17 | 11:13 | 11:13 | 17:21 | 17:21 | 17:21 | 06:08 | 04:32 |
 | Fluffy Hat | 1 | 16.67% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 16.67% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 16.67% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 00:00 | 00:00 |