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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 | 6 | 75.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 15:07 | 09:15 | 10:17 | 11:35 | 19:46 | 21:03 | 09:29 | 07:01 |
 | Headdress | 4 | 50.00% | 96.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 09:52 | -01:29 | -01:29 | -01:28 | 17:49 | 24:34 | 19:18 | 14:17 |
 | Fluffy Hat | 3 | 37.50% | 93.5 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 21:41 | 09:26 | 09:26 | 24:34 | 31:02 | 31:02 | 21:36 | 16:00 |
 | Drum of Endurance | 3 | 37.50% | 90.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 20:34 | 16:51 | 16:51 | 18:48 | 26:02 | 26:02 | 09:11 | 06:48 |
 | Arcane Boots | 3 | 37.50% | 87.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 13:25 | 10:56 | 10:56 | 13:40 | 15:39 | 15:39 | 04:43 | 03:29 |
 | Boots of Speed | 8 | 100.00% | 83.9 | 75.00% | +75.00% | -25.00% | -25.00% | 0.00% | 07:05 | 05:11 | 06:15 | 06:36 | 07:15 | 09:10 | 01:00 | 00:44 |
 | Magic Stick | 8 | 100.00% | 80.6 | 75.00% | +75.00% | -25.00% | +25.00% | 4.48% | 07:39 | -01:30 | -01:29 | 02:51 | 12:38 | 20:31 | 14:07 | 10:27 |
 | Chainmail | 2 | 25.00% | 77.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 23:00 | 17:49 | 17:49 | 28:11 | 28:11 | 28:11 | 10:22 | 07:40 |
 | Tranquil Boots | 2 | 25.00% | 74.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 22:08 | 21:23 | 21:23 | 22:52 | 22:52 | 22:52 | 01:29 | 01:05 |
 | Force Staff | 2 | 25.00% | 71.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 28:33 | 21:51 | 21:51 | 35:14 | 35:14 | 35:14 | 13:23 | 09:54 |
 | Boots of Bearing | 2 | 25.00% | 67.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 25:25 | 25:06 | 25:06 | 25:43 | 25:43 | 25:43 | 00:37 | 00:27 |
 | Wind Lace | 4 | 50.00% | 64.5 | 75.00% | 0.00% | -75.00% | +25.00% | 10.10% | 07:08 | -01:28 | -01:28 | 04:48 | 11:22 | 13:48 | 12:50 | 09:30 |
 | Aghanim's Shard | 3 | 37.50% | 61.3 | 66.67% | -13.33% | -66.67% | 0.00% | 7.35% | 19:27 | 15:10 | 15:10 | 18:57 | 24:14 | 24:14 | 09:04 | 06:42 |
 | Glimmer Cape | 3 | 37.50% | 58.1 | 66.67% | -13.33% | +33.33% | 0.00% | -1.58% | 25:14 | 16:15 | 16:15 | 22:08 | 37:18 | 37:18 | 21:03 | 15:35 |
 | Solar Crest | 1 | 12.50% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 12.50% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Holy Locket | 1 | 12.50% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 00:00 | 00:00 |
 | Crown | 1 | 12.50% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:01 | 29:01 | 29:01 | 29:01 | 29:01 | 29:01 | 00:00 | 00:00 |
 | Blight Stone | 1 | 12.50% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Aether Lens | 1 | 12.50% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 00:00 | 00:00 |
 | Mekansm | 1 | 12.50% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 12.50% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 12.50% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 12.50% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 12.50% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:34 | 26:34 | 26:34 | 26:34 | 26:34 | 26:34 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 12.50% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Buckler | 1 | 12.50% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 12.50% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Void Stone | 2 | 25.00% | 9.7 | 50.00% | -33.33% | +50.00% | 0.00% | -4.25% | 26:19 | 20:26 | 20:26 | 32:12 | 32:12 | 32:12 | 11:46 | 08:42 |
 | Ring of Health | 1 | 12.50% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 12.50% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 00:00 | 00:00 |