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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 | |
 | Magic Wand | 5 | 83.33% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 02:56 | 00:55 | 00:55 | 02:21 | 02:27 | 06:37 | 01:32 | 01:08 |
 | Crown | 4 | 66.67% | 97.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 12:04 | 06:31 | 06:31 | 06:50 | 16:09 | 18:46 | 09:38 | 07:08 |
 | Rod of Atos | 4 | 66.67% | 94.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 15:50 | 10:40 | 10:40 | 12:02 | 18:50 | 21:49 | 08:10 | 06:02 |
 | Aghanim's Shard | 3 | 50.00% | 92.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 23:29 | 17:56 | 17:56 | 21:56 | 30:34 | 30:34 | 12:38 | 09:21 |
 | Heaven's Halberd | 3 | 50.00% | 89.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 25:25 | 22:03 | 22:03 | 22:11 | 32:00 | 32:00 | 09:57 | 07:22 |
 | Void Stone | 3 | 50.00% | 86.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 41:34 | 37:02 | 37:02 | 38:47 | 48:53 | 48:53 | 11:51 | 08:46 |
 | Sange | 3 | 50.00% | 84.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 22:21 | 19:59 | 19:59 | 20:22 | 26:43 | 26:43 | 06:44 | 04:59 |
 | Quelling Blade | 6 | 100.00% | 81.6 | 83.33% | +83.33% | +16.67% | -83.33% | 0.00% | 00:48 | -01:30 | -01:29 | -01:29 | -01:29 | 12:14 | 00:00 | 00:00 |
 | Ring of Protection | 6 | 100.00% | 78.9 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 16:45 | 09:36 | 10:05 | 14:06 | 16:38 | 33:45 | 06:33 | 04:51 |
 | Boots of Speed | 6 | 100.00% | 76.3 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 03:46 | 02:14 | 03:00 | 03:02 | 04:03 | 06:42 | 01:03 | 00:46 |
 | Magic Stick | 6 | 100.00% | 73.7 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 02:09 | -01:29 | 01:27 | 01:45 | 02:59 | 06:11 | 01:32 | 01:08 |
 | Headdress | 5 | 83.33% | 71.1 | 80.00% | -20.00% | +20.00% | +20.00% | 0.00% | 11:17 | 07:46 | 07:46 | 10:01 | 12:35 | 17:49 | 04:49 | 03:34 |
 | Arcane Boots | 5 | 83.33% | 68.4 | 80.00% | -20.00% | +20.00% | -80.00% | -88.24% | 05:27 | 04:37 | 04:37 | 05:12 | 05:45 | 06:50 | 01:08 | 00:50 |
 | Buckler | 5 | 83.33% | 65.8 | 80.00% | -20.00% | +20.00% | +20.00% | 0.00% | 19:05 | 14:06 | 14:06 | 16:22 | 16:39 | 33:45 | 02:33 | 01:53 |
 | Black King Bar | 2 | 33.33% | 63.2 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 29:35 | 28:11 | 28:11 | 30:59 | 30:59 | 30:59 | 02:48 | 02:04 |
 | Helm of Iron Will | 2 | 33.33% | 60.5 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 24:38 | 13:35 | 13:35 | 35:40 | 35:40 | 35:40 | 22:05 | 16:21 |
 | Assault Cuirass | 2 | 33.33% | 57.9 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 30:58 | 27:32 | 27:32 | 34:23 | 34:23 | 34:23 | 06:51 | 05:04 |
 | Bottle | 2 | 33.33% | 55.3 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 01:12 | 00:45 | 00:45 | 01:39 | 01:39 | 01:39 | 00:54 | 00:40 |
 | Chainmail | 4 | 66.67% | 52.6 | 75.00% | -25.00% | -75.00% | +25.00% | 53.10% | 09:51 | 07:54 | 07:54 | 09:09 | 09:47 | 12:35 | 01:53 | 01:23 |
 | Mekansm | 4 | 66.67% | 50.0 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 11:47 | 10:39 | 10:39 | 10:49 | 12:10 | 13:28 | 01:31 | 01:07 |
 | Guardian Greaves | 4 | 66.67% | 47.4 | 75.00% | -25.00% | +25.00% | -75.00% | -45.80% | 16:06 | 14:33 | 14:33 | 15:01 | 16:44 | 18:06 | 02:11 | 01:37 |
 | Ring of Health | 4 | 66.67% | 44.7 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 19:19 | 05:34 | 05:34 | 14:10 | 20:31 | 37:02 | 14:57 | 11:04 |
 | Ghost Scepter | 1 | 16.67% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |
 | Wind Lace | 1 | 16.67% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 16.67% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |
 | Octarine Core | 1 | 16.67% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 00:00 | 00:00 |
 | Aether Lens | 1 | 16.67% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 16.67% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 16.67% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 00:00 | 00:00 |
 | Nullifier | 1 | 16.67% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:49 | 35:49 | 35:49 | 35:49 | 35:49 | 35:49 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 16.67% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:53 | 48:53 | 48:53 | 48:53 | 48:53 | 48:53 | 00:00 | 00:00 |
 | Soul Ring | 1 | 16.67% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 00:00 | 00:00 |
 | Power Treads | 1 | 16.67% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:25 | 08:25 | 08:25 | 08:25 | 08:25 | 08:25 | 00:00 | 00:00 |
 | Vanguard | 1 | 16.67% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:49 | 11:49 | 11:49 | 11:49 | 11:49 | 11:49 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 16.67% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 16.67% | 7.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 33.33% | 5.3 | 50.00% | -50.00% | +50.00% | 0.00% | 0.00% | 17:28 | 14:18 | 14:18 | 20:38 | 20:38 | 20:38 | 06:20 | 04:41 |
 | Wraith Band | 2 | 33.33% | 2.6 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 10:42 | -01:30 | -01:30 | 22:54 | 22:54 | 22:54 | 24:24 | 18:04 |