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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 Stick | 14 | 50.00% | 100.0 | 78.57% | +28.57% | -3.57% | +21.43% | 3.42% | 06:54 | -01:28 | 01:26 | 02:42 | 08:44 | 36:42 | 07:18 | 05:24 |
 | Chainmail | 26 | 92.86% | 97.0 | 69.23% | +69.23% | +2.20% | +14.10% | 3.22% | 09:34 | 04:48 | 07:18 | 08:45 | 11:00 | 19:28 | 03:42 | 02:44 |
 | Mekansm | 26 | 92.86% | 93.9 | 69.23% | +69.23% | -26.37% | +14.10% | 11.45% | 12:57 | 08:21 | 10:40 | 11:57 | 14:12 | 22:35 | 03:32 | 02:37 |
 | Headdress | 27 | 96.43% | 90.9 | 66.67% | +66.67% | -38.10% | +4.76% | 42.86% | -00:46 | -01:30 | -01:29 | -01:29 | -01:28 | 06:26 | 00:01 | 00:00 |
 | Force Staff | 4 | 14.29% | 87.9 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 25:28 | 19:15 | 19:15 | 22:37 | 29:22 | 30:37 | 10:07 | 07:29 |
 | Fluffy Hat | 7 | 25.00% | 84.8 | 85.71% | +28.57% | +14.29% | +14.29% | 0.00% | 23:29 | 12:42 | 13:19 | 24:33 | 29:22 | 36:41 | 16:03 | 11:53 |
 | Wraith Pact | 16 | 57.14% | 81.8 | 68.75% | +10.42% | -18.75% | +6.25% | 3.51% | 23:50 | 16:52 | 20:41 | 23:46 | 27:48 | 29:12 | 07:07 | 05:16 |
 | Morbid Mask | 20 | 71.43% | 78.8 | 65.00% | +2.50% | -5.00% | +15.00% | 2.37% | 18:53 | 10:32 | 13:51 | 18:15 | 22:18 | 35:05 | 08:27 | 06:15 |
 | Vladmir's Offering | 20 | 71.43% | 75.8 | 65.00% | +2.50% | -5.00% | +15.00% | 3.61% | 20:22 | 11:54 | 17:03 | 20:05 | 22:35 | 35:05 | 05:32 | 04:05 |
 | Buckler | 22 | 78.57% | 72.7 | 63.64% | -3.03% | -13.64% | +16.36% | 5.71% | 15:11 | 05:31 | 11:58 | 15:19 | 17:13 | 35:05 | 05:15 | 03:53 |
 | Ring of Protection | 22 | 78.57% | 69.7 | 63.64% | -3.03% | -13.64% | +16.36% | 5.22% | 14:59 | 03:58 | 11:28 | 15:19 | 17:13 | 35:05 | 05:45 | 04:15 |
 | Aghanim's Shard | 13 | 46.43% | 66.7 | 69.23% | +9.23% | +30.77% | -35.90% | -7.94% | 23:00 | 15:01 | 17:44 | 23:15 | 26:08 | 32:17 | 08:24 | 06:13 |
 | Ring of Basilius | 25 | 89.29% | 63.6 | 60.00% | -40.00% | +6.67% | +6.67% | 0.00% | 09:46 | -01:29 | 04:42 | 07:01 | 12:41 | 35:05 | 07:59 | 05:54 |
 | Boots of Speed | 19 | 67.86% | 60.6 | 57.89% | -19.89% | -17.89% | +2.11% | 1.39% | 15:12 | 05:39 | 07:38 | 11:18 | 22:03 | 30:58 | 14:25 | 10:40 |
 | Magic Wand | 5 | 17.86% | 57.6 | 80.00% | +19.13% | +20.00% | +20.00% | 0.00% | 17:01 | 07:17 | 07:17 | 15:40 | 16:43 | 36:42 | 09:26 | 06:59 |
 | Drum of Endurance | 5 | 17.86% | 54.5 | 80.00% | +19.13% | +20.00% | +20.00% | 0.00% | 29:43 | 24:32 | 24:32 | 27:43 | 29:17 | 39:31 | 04:45 | 03:31 |
 | Wind Lace | 7 | 25.00% | 51.5 | 71.43% | +9.53% | -21.43% | +28.57% | 11.07% | 27:59 | 18:57 | 24:12 | 27:43 | 28:43 | 39:31 | 04:31 | 03:20 |
 | Aghanim's Scepter | 2 | 7.14% | 48.5 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 28:51 | 26:24 | 26:24 | 31:18 | 31:18 | 31:18 | 04:54 | 03:37 |
 | Arcane Boots | 2 | 7.14% | 45.5 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 13:45 | 11:25 | 11:25 | 16:04 | 16:04 | 16:04 | 04:39 | 03:26 |
 | Blight Stone | 6 | 21.43% | 42.4 | 50.00% | -18.18% | -50.00% | -50.00% | 0.00% | 04:58 | -01:29 | -01:29 | -01:29 | 17:16 | 18:23 | 18:45 | 13:53 |
 | Hood of Defiance | 1 | 3.57% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 3.57% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.57% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 3.57% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Holy Locket | 1 | 3.57% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:50 | 25:50 | 25:50 | 25:50 | 25:50 | 25:50 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 3.57% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 3.57% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 7.14% | 18.2 | 50.00% | -15.38% | +50.00% | 0.00% | 0.00% | 18:05 | 17:16 | 17:16 | 18:53 | 18:53 | 18:53 | 01:37 | 01:11 |
 | Void Stone | 2 | 7.14% | 15.2 | 50.00% | -15.38% | +50.00% | 0.00% | 0.00% | 35:32 | 35:06 | 35:06 | 35:57 | 35:57 | 35:57 | 00:51 | 00:37 |
 | Ring of Health | 2 | 7.14% | 12.1 | 50.00% | -15.38% | +50.00% | 0.00% | 0.00% | 29:44 | 23:31 | 23:31 | 35:56 | 35:56 | 35:56 | 12:25 | 09:11 |
 | Lotus Orb | 1 | 3.57% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.57% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 00:00 | 00:00 |
 | Crown | 1 | 3.57% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:24 | 18:24 | 18:24 | 18:24 | 18:24 | 18:24 | 00:00 | 00:00 |