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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 | 9 | 29.03% | 100.0 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 12:10 | 04:12 | 09:37 | 10:17 | 17:19 | 18:28 | 07:42 | 05:42 |
 | Magic Stick | 21 | 67.74% | 97.2 | 85.71% | +45.71% | +14.29% | +14.29% | 0.00% | 02:33 | -01:29 | -01:29 | -01:29 | 04:24 | 17:59 | 05:53 | 04:21 |
 | Wind Lace | 14 | 45.16% | 94.4 | 85.71% | +26.89% | +14.29% | -19.04% | -8.00% | 17:40 | 06:39 | 16:06 | 16:45 | 20:16 | 26:17 | 04:10 | 03:05 |
 | Quelling Blade | 26 | 83.87% | 91.7 | 73.08% | +13.08% | -30.22% | -6.41% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Helm of the Dominator | 31 | 100.00% | 88.9 | 70.97% | +70.97% | +29.03% | -8.47% | -27.78% | 09:04 | 07:04 | 08:06 | 08:37 | 09:27 | 12:33 | 01:21 | 01:00 |
 | Crown | 31 | 100.00% | 86.1 | 70.97% | +70.97% | -8.47% | +4.03% | 7.35% | 06:05 | 04:14 | 04:52 | 05:53 | 06:34 | 09:58 | 01:42 | 01:15 |
 | Ring of Basilius | 31 | 100.00% | 83.3 | 70.97% | +70.97% | +16.53% | -8.47% | -8.43% | 09:50 | 01:28 | 08:58 | 10:15 | 11:56 | 15:42 | 02:58 | 02:11 |
 | Buckler | 31 | 100.00% | 80.6 | 70.97% | +70.97% | +4.03% | +4.03% | 0.00% | 11:52 | 08:43 | 10:26 | 11:37 | 12:18 | 15:32 | 01:52 | 01:22 |
 | Vladmir's Offering | 31 | 100.00% | 77.8 | 70.97% | +70.97% | -8.47% | -8.47% | 0.00% | 14:55 | 12:49 | 13:44 | 14:37 | 15:41 | 18:30 | 01:57 | 01:26 |
 | Helm of the Overlord | 31 | 100.00% | 75.0 | 70.97% | +70.97% | +4.03% | +4.03% | 0.00% | 17:20 | 14:23 | 15:59 | 17:05 | 18:09 | 21:02 | 02:10 | 01:36 |
 | Boots of Speed | 31 | 100.00% | 72.2 | 70.97% | +70.97% | +16.53% | -20.97% | -26.79% | 11:23 | 02:43 | 09:37 | 10:18 | 11:01 | 19:07 | 01:24 | 01:02 |
 | Morbid Mask | 31 | 100.00% | 69.4 | 70.97% | +70.97% | -8.47% | -8.47% | 0.00% | 13:37 | 11:15 | 12:26 | 13:25 | 14:39 | 17:26 | 02:13 | 01:38 |
 | Ring of Protection | 31 | 100.00% | 66.7 | 70.97% | +70.97% | +16.53% | -20.97% | -17.58% | 10:27 | -01:29 | 09:59 | 11:28 | 12:07 | 15:29 | 02:08 | 01:34 |
 | Helm of Iron Will | 31 | 100.00% | 63.9 | 70.97% | +70.97% | -20.97% | +4.03% | 21.13% | 04:04 | 02:45 | 03:14 | 03:40 | 04:25 | 08:25 | 01:11 | 00:52 |
 | Black King Bar | 17 | 54.84% | 61.1 | 76.47% | +12.18% | -1.47% | -26.47% | -4.17% | 28:08 | 20:44 | 24:39 | 26:10 | 30:39 | 41:52 | 06:00 | 04:26 |
 | Void Stone | 10 | 32.26% | 58.3 | 80.00% | +13.33% | -13.33% | -30.00% | -1.32% | 32:35 | 20:06 | 27:02 | 31:29 | 39:37 | 45:43 | 12:35 | 09:19 |
 | Aether Lens | 7 | 22.58% | 55.6 | 85.71% | +19.04% | +14.29% | +14.29% | 0.00% | 29:49 | 20:19 | 21:26 | 27:08 | 33:28 | 39:43 | 12:02 | 08:54 |
 | Blink Dagger | 17 | 54.84% | 52.8 | 70.59% | -0.84% | +4.41% | +4.41% | 0.00% | 28:10 | 19:10 | 22:24 | 28:02 | 31:11 | 40:14 | 08:47 | 06:30 |
 | Tranquil Boots | 4 | 12.90% | 50.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 30:21 | 21:53 | 21:53 | 23:44 | 34:55 | 40:51 | 13:02 | 09:39 |
 | Boots of Bearing | 4 | 12.90% | 47.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 36:17 | 23:44 | 23:44 | 34:55 | 40:51 | 45:38 | 17:07 | 12:40 |
 | Headdress | 4 | 12.90% | 44.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 19:53 | 17:34 | 17:34 | 20:15 | 20:25 | 21:18 | 02:51 | 02:06 |
 | Aghanim's Shard | 14 | 45.16% | 41.7 | 71.43% | +0.84% | +28.57% | -38.10% | -6.76% | 26:29 | 18:34 | 20:57 | 25:34 | 30:49 | 34:41 | 09:52 | 07:18 |
 | Arcane Boots | 6 | 19.35% | 38.9 | 83.33% | +15.33% | -33.33% | +16.67% | 0.00% | 26:20 | 17:33 | 18:16 | 18:45 | 29:05 | 54:42 | 10:49 | 08:00 |
 | Drum of Endurance | 6 | 19.35% | 36.1 | 83.33% | +15.33% | +16.67% | +16.67% | 0.00% | 23:34 | 18:04 | 21:04 | 22:18 | 26:17 | 29:01 | 05:13 | 03:51 |
 | Hood of Defiance | 3 | 9.68% | 33.3 | 100.00% | +32.14% | 0.00% | 0.00% | 0.00% | 19:50 | 17:26 | 17:26 | 19:03 | 23:00 | 23:00 | 05:34 | 04:07 |
 | Pipe of Insight | 3 | 9.68% | 30.6 | 100.00% | +32.14% | 0.00% | 0.00% | 0.00% | 22:16 | 20:05 | 20:05 | 23:00 | 23:44 | 23:44 | 03:39 | 02:42 |
 | Ring of Health | 3 | 9.68% | 27.8 | 100.00% | +32.14% | 0.00% | 0.00% | 0.00% | 19:41 | 17:04 | 17:04 | 19:03 | 22:56 | 22:56 | 05:52 | 04:20 |
 | Scythe of Vyse | 4 | 12.90% | 25.0 | 75.00% | +4.63% | +25.00% | -75.00% | 0.00% | 40:15 | 33:36 | 33:36 | 40:16 | 41:25 | 45:43 | 07:49 | 05:47 |
 | Assault Cuirass | 2 | 6.45% | 22.2 | 100.00% | +31.03% | 0.00% | 0.00% | 0.00% | 40:26 | 36:23 | 36:23 | 44:28 | 44:28 | 44:28 | 08:05 | 05:59 |
 | Nullifier | 3 | 9.68% | 19.4 | 66.67% | -4.76% | +33.33% | 0.00% | 0.00% | 46:21 | 37:13 | 37:13 | 50:20 | 51:31 | 51:31 | 14:18 | 10:35 |
 | Octarine Core | 3 | 9.68% | 16.7 | 66.67% | -4.76% | -66.67% | 0.00% | 0.00% | 43:01 | 30:36 | 30:36 | 45:08 | 53:18 | 53:18 | 22:42 | 16:48 |
 | Chainmail | 1 | 3.23% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 3.23% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 |
 | Mekansm | 1 | 3.23% | 8.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.23% | 5.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 3.23% | 2.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 00:00 | 00:00 |