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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 | |
 | Tranquil Boots | 3 | 37.50% | 100.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 12:58 | 08:02 | 08:02 | 08:16 | 22:37 | 22:37 | 14:35 | 10:48 |
 | Blink Dagger | 3 | 37.50% | 96.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 24:00 | 19:11 | 19:11 | 21:21 | 31:28 | 31:28 | 12:17 | 09:05 |
 | Aghanim's Shard | 6 | 75.00% | 93.5 | 83.33% | +33.33% | -33.33% | +16.67% | 4.98% | 26:27 | 17:30 | 21:22 | 21:49 | 31:25 | 42:39 | 10:03 | 07:26 |
 | Boots of Speed | 8 | 100.00% | 90.3 | 75.00% | +75.00% | +25.00% | -25.00% | -13.22% | 03:56 | -01:29 | -01:29 | 03:25 | 05:16 | 12:56 | 06:45 | 05:00 |
 | Magic Stick | 8 | 100.00% | 87.1 | 75.00% | +75.00% | +25.00% | -25.00% | -50.00% | 01:21 | -01:29 | -01:29 | -01:29 | 02:17 | 09:25 | 03:46 | 02:47 |
 | Magic Wand | 8 | 100.00% | 83.9 | 75.00% | +75.00% | -25.00% | +25.00% | 7.71% | 11:20 | 04:01 | 07:35 | 08:26 | 14:04 | 22:43 | 06:29 | 04:48 |
 | Wind Lace | 5 | 62.50% | 80.6 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 07:20 | 05:08 | 05:08 | 05:47 | 08:27 | 11:58 | 03:19 | 02:27 |
 | Ring of Protection | 5 | 62.50% | 77.4 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 13:40 | 02:13 | 02:13 | 09:30 | 24:32 | 25:04 | 22:19 | 16:31 |
 | Urn of Shadows | 2 | 25.00% | 74.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 11:04 | 07:31 | 07:31 | 14:37 | 14:37 | 14:37 | 07:06 | 05:15 |
 | Force Staff | 2 | 25.00% | 71.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 35:18 | 24:46 | 24:46 | 45:50 | 45:50 | 45:50 | 21:04 | 15:36 |
 | Spirit Vessel | 2 | 25.00% | 67.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 17:53 | 14:27 | 14:27 | 21:18 | 21:18 | 21:18 | 06:51 | 05:04 |
 | Soul Ring | 2 | 25.00% | 64.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 08:57 | 05:40 | 05:40 | 12:14 | 12:14 | 12:14 | 06:34 | 04:51 |
 | Fluffy Hat | 3 | 37.50% | 61.3 | 66.67% | -13.33% | +33.33% | 0.00% | -3.38% | 19:47 | 14:31 | 14:31 | 20:27 | 24:22 | 24:22 | 09:51 | 07:17 |
 | Phase Boots | 3 | 37.50% | 58.1 | 66.67% | -13.33% | +33.33% | 0.00% | -4.01% | 13:15 | 09:55 | 09:55 | 11:37 | 18:14 | 18:14 | 08:19 | 06:09 |
 | Chainmail | 3 | 37.50% | 54.8 | 66.67% | -13.33% | +33.33% | 0.00% | -5.06% | 11:26 | 08:17 | 08:17 | 11:10 | 14:52 | 14:52 | 06:35 | 04:52 |
 | Lotus Orb | 1 | 12.50% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:25 | 46:25 | 46:25 | 46:25 | 46:25 | 46:25 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 12.50% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 00:00 | 00:00 |
 | Holy Locket | 1 | 12.50% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 00:00 | 00:00 |
 | Headdress | 1 | 12.50% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 00:00 | 00:00 |
 | Black King Bar | 1 | 12.50% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 12.50% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Wraith Band | 1 | 12.50% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 00:00 | 00:00 |
 | Ring of Health | 1 | 12.50% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:06 | 45:06 | 45:06 | 45:06 | 45:06 | 45:06 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 12.50% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 25.00% | 22.6 | 50.00% | -33.33% | +50.00% | 0.00% | 0.00% | 18:19 | 12:04 | 12:04 | 24:33 | 24:33 | 24:33 | 12:29 | 09:14 |
 | Buckler | 2 | 25.00% | 19.4 | 50.00% | -33.33% | -50.00% | 0.00% | 0.00% | 24:48 | 24:32 | 24:32 | 25:04 | 25:04 | 25:04 | 00:32 | 00:23 |
 | Vladmir's Offering | 2 | 25.00% | 16.1 | 50.00% | -33.33% | +50.00% | 0.00% | 0.00% | 31:43 | 30:51 | 30:51 | 32:35 | 32:35 | 32:35 | 01:44 | 01:17 |
 | Void Stone | 2 | 25.00% | 12.9 | 50.00% | -33.33% | -50.00% | 0.00% | 0.00% | 36:35 | 28:04 | 28:04 | 45:06 | 45:06 | 45:06 | 17:02 | 12:37 |
 | Morbid Mask | 2 | 25.00% | 9.7 | 50.00% | -33.33% | +50.00% | 0.00% | 0.00% | 31:14 | 29:54 | 29:54 | 32:34 | 32:34 | 32:34 | 02:40 | 01:58 |
 | Eul's Scepter of Divinity | 1 | 12.50% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 12.50% | 3.2 | 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 |