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Dota Valkyries
Dota API issues are mostly resolved (but some matches in events reports might be missing)
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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 | |
 | Guardian Greaves | 4 | 25.00% | 100.0 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 35:58 | 29:45 | 29:45 | 31:41 | 40:09 | 42:15 | 10:24 | 07:42 |
 | Soul Ring | 7 | 43.75% | 96.2 | 85.71% | +52.38% | -35.71% | +14.29% | 8.20% | 09:28 | 03:24 | 05:59 | 07:28 | 12:05 | 17:11 | 06:06 | 04:31 |
 | Headdress | 12 | 75.00% | 92.3 | 66.67% | +41.67% | -33.34% | +33.33% | 11.73% | 20:32 | 08:20 | 18:25 | 20:03 | 24:06 | 31:28 | 05:41 | 04:12 |
 | Bottle | 15 | 93.75% | 88.5 | 60.00% | +60.00% | -35.00% | +40.00% | 42.86% | 06:10 | 03:28 | 05:06 | 05:32 | 06:51 | 09:59 | 01:45 | 01:17 |
 | Ring of Health | 5 | 31.25% | 84.6 | 80.00% | +34.55% | +20.00% | +20.00% | 0.00% | 18:45 | 12:18 | 12:18 | 18:17 | 18:35 | 28:33 | 06:17 | 04:39 |
 | Mekansm | 9 | 56.25% | 80.8 | 66.67% | +23.81% | -16.67% | +33.33% | 8.17% | 24:59 | 18:25 | 20:31 | 25:26 | 26:38 | 31:59 | 06:07 | 04:31 |
 | Arcane Boots | 7 | 43.75% | 76.9 | 71.43% | +26.99% | -71.43% | +28.57% | 10.71% | 29:12 | 15:49 | 22:21 | 30:14 | 31:41 | 40:02 | 09:20 | 06:54 |
 | Magic Stick | 16 | 100.00% | 73.1 | 56.25% | +56.25% | -6.25% | -31.25% | -22.73% | 01:44 | -01:29 | 00:40 | 01:14 | 01:46 | 09:16 | 01:06 | 00:48 |
 | Ring of Protection | 14 | 87.50% | 69.2 | 57.14% | +7.14% | -32.14% | +42.86% | 12.97% | 12:50 | 06:54 | 09:35 | 10:59 | 15:22 | 23:13 | 05:47 | 04:17 |
 | Urn of Shadows | 13 | 81.25% | 65.4 | 53.85% | -12.82% | -20.52% | +46.15% | 11.17% | 13:25 | 08:57 | 09:48 | 13:13 | 15:46 | 20:50 | 05:58 | 04:25 |
 | Chainmail | 11 | 68.75% | 61.5 | 54.55% | -5.45% | -21.22% | -21.22% | 0.00% | 19:25 | 11:49 | 15:51 | 20:03 | 20:43 | 30:11 | 04:52 | 03:36 |
 | Magic Wand | 11 | 68.75% | 57.7 | 54.55% | -5.45% | -21.22% | +45.45% | 12.35% | 12:19 | 07:27 | 07:57 | 13:15 | 13:21 | 23:12 | 05:24 | 04:00 |
 | Buckler | 11 | 68.75% | 53.8 | 54.55% | -5.45% | -21.22% | -21.22% | 0.00% | 19:41 | 11:49 | 15:51 | 20:30 | 20:43 | 30:11 | 04:52 | 03:36 |
 | Hood of Defiance | 4 | 25.00% | 50.0 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 21:16 | 16:01 | 16:01 | 19:46 | 20:15 | 29:01 | 04:14 | 03:08 |
 | Boots of Speed | 9 | 56.25% | 46.2 | 55.56% | -1.58% | -5.56% | +44.44% | 3.20% | 25:04 | 12:47 | 15:32 | 24:57 | 31:10 | 40:02 | 15:38 | 11:34 |
 | Glimmer Cape | 4 | 25.00% | 42.3 | 50.00% | -8.33% | +50.00% | +50.00% | 0.00% | 23:45 | 17:10 | 17:10 | 22:04 | 25:49 | 29:55 | 08:39 | 06:24 |
 | Ring of Basilius | 1 | 6.25% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:13 | 23:13 | 23:13 | 23:13 | 23:13 | 23:13 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 6.25% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 6.25% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:43 | 24:43 | 24:43 | 24:43 | 24:43 | 24:43 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 6.25% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:20 | 24:20 | 24:20 | 24:20 | 24:20 | 24:20 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 12.50% | 23.1 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 24:06 | 23:35 | 23:35 | 24:36 | 24:36 | 24:36 | 01:01 | 00:45 |
 | Wind Lace | 3 | 18.75% | 19.2 | 33.33% | -28.21% | -33.33% | 0.00% | 0.00% | 21:19 | 12:20 | 12:20 | 14:21 | 37:17 | 37:17 | 24:57 | 18:28 |
 | Orb of Venom | 4 | 25.00% | 15.4 | 25.00% | -41.67% | +75.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Bracer | 1 | 6.25% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 6.25% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 12.50% | 3.8 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 27:11 | 26:07 | 26:07 | 28:14 | 28:14 | 28:14 | 02:07 | 01:34 |