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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 | |
 | Fluffy Hat | 4 | 33.33% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 10:52 | 06:18 | 06:18 | 10:49 | 12:49 | 13:31 | 06:31 | 04:49 |
 | Magic Wand | 6 | 50.00% | 96.4 | 83.33% | +33.33% | -33.33% | +16.67% | 2.12% | 17:18 | 01:16 | 05:40 | 14:02 | 29:18 | 30:54 | 23:38 | 17:30 |
 | Force Staff | 3 | 25.00% | 92.9 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 20:04 | 17:53 | 17:53 | 19:50 | 22:30 | 22:30 | 04:37 | 03:25 |
 | Veil of Discord | 3 | 25.00% | 89.3 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 14:19 | 12:45 | 12:45 | 12:47 | 17:26 | 17:26 | 04:41 | 03:28 |
 | Crown | 3 | 25.00% | 85.7 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 13:37 | 12:16 | 12:16 | 12:19 | 16:16 | 16:16 | 04:00 | 02:57 |
 | Wind Lace | 10 | 83.33% | 82.1 | 70.00% | +20.00% | -3.33% | +30.00% | 5.93% | 10:15 | -01:29 | 05:04 | 06:10 | 10:41 | 32:13 | 05:37 | 04:09 |
 | Tranquil Boots | 10 | 83.33% | 78.6 | 70.00% | +20.00% | -3.33% | +30.00% | 3.00% | 16:18 | 07:49 | 09:39 | 12:22 | 20:46 | 33:06 | 11:07 | 08:14 |
 | Blink Dagger | 10 | 83.33% | 75.0 | 70.00% | +20.00% | +30.00% | +30.00% | 0.00% | 27:44 | 16:49 | 22:05 | 26:09 | 28:29 | 47:44 | 06:24 | 04:44 |
 | Boots of Speed | 12 | 100.00% | 71.4 | 66.67% | +66.67% | +33.33% | -66.67% | -16.53% | 06:57 | -01:29 | 04:29 | 06:39 | 10:32 | 14:12 | 06:03 | 04:28 |
 | Ring of Basilius | 5 | 41.67% | 67.9 | 80.00% | +22.86% | +20.00% | +20.00% | 0.00% | 09:38 | 06:58 | 06:58 | 09:58 | 11:12 | 12:15 | 04:14 | 03:08 |
 | Aghanim's Shard | 10 | 83.33% | 64.3 | 60.00% | -40.00% | -26.67% | -10.00% | 1.75% | 28:04 | 15:02 | 22:26 | 24:41 | 31:57 | 53:04 | 09:31 | 07:02 |
 | Magic Stick | 10 | 83.33% | 60.7 | 60.00% | -40.00% | +6.67% | +40.00% | 3.32% | 10:04 | -01:29 | 04:00 | 04:53 | 14:02 | 29:18 | 10:02 | 07:25 |
 | Ring of Health | 2 | 16.67% | 57.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 38:57 | 20:38 | 20:38 | 57:15 | 57:15 | 57:15 | 36:37 | 27:07 |
 | Void Stone | 4 | 33.33% | 53.6 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 36:16 | 20:39 | 20:39 | 29:40 | 37:31 | 57:15 | 16:52 | 12:29 |
 | Orb of Venom | 7 | 58.33% | 50.0 | 57.14% | -22.86% | -7.14% | -7.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 8.33% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 8.33% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 8.33% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 8.33% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 00:00 | 00:00 |
 | Buckler | 1 | 8.33% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 00:00 | 00:00 |
 | Sange | 1 | 8.33% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 8.33% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 8.33% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:57 | 1:08:57 | 1:08:57 | 1:08:57 | 1:08:57 | 1:08:57 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 8.33% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 8.33% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 8.33% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 8.33% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 00:00 | 00:00 |
 | Headdress | 1 | 8.33% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |