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Dota Valkyries
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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 | |
 | Arcane Boots | 11 | 39.29% | 100.0 | 81.82% | +46.53% | -48.49% | +18.18% | 29.41% | 14:13 | 08:39 | 10:01 | 11:09 | 12:17 | 32:16 | 02:16 | 01:40 |
 | Blink Dagger | 16 | 57.14% | 97.5 | 62.50% | +20.83% | -12.50% | -12.50% | 0.00% | 22:55 | 13:53 | 14:40 | 22:57 | 27:41 | 37:41 | 13:01 | 09:38 |
 | Buckler | 3 | 10.71% | 95.0 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 29:55 | 24:51 | 24:51 | 29:48 | 35:05 | 35:05 | 10:14 | 07:34 |
 | Mekansm | 3 | 10.71% | 92.5 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 23:28 | 15:26 | 15:26 | 21:05 | 33:54 | 33:54 | 18:28 | 13:40 |
 | Boots of Speed | 28 | 100.00% | 90.0 | 53.57% | +53.57% | +17.86% | -10.71% | -17.67% | 04:50 | -01:29 | 04:34 | 05:27 | 06:11 | 08:50 | 01:37 | 01:11 |
 | Magic Wand | 22 | 78.57% | 87.5 | 54.55% | +4.55% | +12.12% | -34.55% | -6.11% | 08:43 | 02:51 | 04:17 | 07:18 | 11:55 | 23:28 | 07:38 | 05:39 |
 | Magic Stick | 27 | 96.43% | 85.0 | 51.85% | -48.15% | +5.29% | -23.28% | -27.21% | 01:06 | -01:29 | -01:29 | 01:06 | 02:32 | 11:31 | 04:01 | 02:58 |
 | Ring of Protection | 9 | 32.14% | 82.5 | 66.67% | +19.30% | -16.67% | +33.33% | 2.34% | 14:40 | 02:49 | 03:27 | 09:49 | 24:51 | 35:01 | 21:24 | 15:51 |
 | Headdress | 7 | 25.00% | 80.0 | 71.43% | +23.81% | +28.57% | +28.57% | 0.00% | 14:04 | -01:29 | -01:29 | 14:10 | 19:00 | 40:15 | 20:29 | 15:10 |
 | Aghanim's Shard | 21 | 75.00% | 77.5 | 47.62% | -23.81% | +12.38% | -7.62% | -3.54% | 20:15 | 15:24 | 16:48 | 20:33 | 22:27 | 24:48 | 05:39 | 04:11 |
 | Ring of Health | 8 | 28.57% | 75.0 | 62.50% | +12.50% | -62.50% | -12.50% | 3.98% | 30:50 | 15:38 | 22:42 | 29:39 | 35:15 | 42:50 | 12:33 | 09:17 |
 | Void Stone | 6 | 21.43% | 72.5 | 66.67% | +16.67% | -16.67% | -66.67% | -6.88% | 30:34 | 15:38 | 27:59 | 29:40 | 35:15 | 42:50 | 07:16 | 05:22 |
 | Aghanim's Scepter | 7 | 25.00% | 70.0 | 57.14% | +4.76% | +42.86% | -7.14% | -3.50% | 31:21 | 14:46 | 22:07 | 34:56 | 36:24 | 41:40 | 14:17 | 10:34 |
 | Force Staff | 10 | 35.71% | 67.5 | 50.00% | -5.56% | +16.67% | 0.00% | -1.97% | 22:15 | 16:47 | 17:37 | 18:18 | 26:04 | 33:23 | 08:27 | 06:15 |
 | Fluffy Hat | 11 | 39.29% | 65.0 | 45.45% | -13.37% | -12.12% | +21.22% | 5.26% | 17:22 | 02:12 | 12:20 | 13:37 | 18:40 | 33:23 | 06:20 | 04:41 |
 | Chainmail | 5 | 17.86% | 62.5 | 60.00% | +7.83% | -60.00% | +40.00% | 7.81% | 17:06 | 05:36 | 05:36 | 16:28 | 18:24 | 31:22 | 12:48 | 09:28 |
 | Lotus Orb | 5 | 17.86% | 60.0 | 60.00% | +7.83% | -60.00% | -60.00% | 0.00% | 31:26 | 19:09 | 19:09 | 31:31 | 33:28 | 43:07 | 14:19 | 10:36 |
 | Wind Lace | 9 | 32.14% | 57.5 | 44.44% | -13.45% | +5.56% | +5.56% | 0.00% | 12:29 | 04:36 | 06:33 | 10:09 | 12:21 | 29:56 | 05:48 | 04:17 |
 | Soul Ring | 6 | 21.43% | 55.0 | 50.00% | -4.55% | 0.00% | -50.00% | -6.02% | 08:22 | 03:35 | 04:17 | 06:25 | 12:35 | 14:55 | 08:18 | 06:08 |
 | Power Treads | 4 | 14.29% | 52.5 | 50.00% | -4.17% | -50.00% | +50.00% | 71.43% | 09:03 | 08:18 | 08:18 | 08:23 | 09:42 | 09:47 | 01:24 | 01:02 |
 | Bracer | 4 | 14.29% | 50.0 | 50.00% | -4.17% | -50.00% | +50.00% | 98.36% | 02:34 | 01:42 | 01:42 | 01:53 | 02:43 | 03:57 | 01:01 | 00:45 |
 | Aeon Disk | 1 | 3.57% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.57% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.57% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:32 | 55:32 | 55:32 | 55:32 | 55:32 | 55:32 | 00:00 | 00:00 |
 | Daedalus | 1 | 3.57% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.57% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 3.57% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.57% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.57% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 3.57% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 7.14% | 25.0 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 31:45 | 22:58 | 22:58 | 40:32 | 40:32 | 40:32 | 17:34 | 13:00 |
 | Black King Bar | 2 | 7.14% | 22.5 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 20:41 | 19:12 | 19:12 | 22:09 | 22:09 | 22:09 | 02:57 | 02:11 |
 | Ring of Basilius | 2 | 7.14% | 20.0 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 11:42 | -01:29 | -01:29 | 24:52 | 24:52 | 24:52 | 26:21 | 19:31 |
 | Bottle | 2 | 7.14% | 17.5 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 02:11 | 02:09 | 02:09 | 02:13 | 02:13 | 02:13 | 00:04 | 00:02 |
 | Tranquil Boots | 5 | 17.86% | 15.0 | 20.00% | -40.87% | -20.00% | -20.00% | 0.00% | 16:32 | 09:08 | 09:08 | 11:28 | 21:38 | 30:15 | 12:30 | 09:15 |
 | Blight Stone | 3 | 10.71% | 12.5 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 03:07 | -01:29 | -01:29 | -01:29 | 12:19 | 12:19 | 13:48 | 10:13 |
 | Shadow Blade | 1 | 3.57% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 7.14% | 7.5 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 11:36 | 06:08 | 06:08 | 17:04 | 17:04 | 17:04 | 10:56 | 08:05 |
 | Solar Crest | 1 | 3.57% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |
 | Crown | 1 | 3.57% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:24 | 17:24 | 17:24 | 17:24 | 17:24 | 17:24 | 00:00 | 00:00 |