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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 | |
 | Refresher Orb | 6 | 22.22% | 100.0 | 83.33% | +59.52% | -33.33% | +16.67% | 0.00% | 42:26 | 34:05 | 35:43 | 43:07 | 48:43 | 50:27 | 12:59 | 09:37 |
 | Cornucopia | 6 | 22.22% | 100.0 | 83.33% | +59.52% | -33.33% | +16.67% | 0.00% | 35:49 | 25:38 | 29:31 | 36:28 | 41:52 | 45:30 | 12:21 | 09:08 |
 | Ring of Tarrasque | 6 | 22.22% | 100.0 | 83.33% | +59.52% | -33.33% | +16.67% | 0.00% | 41:29 | 33:51 | 35:32 | 42:36 | 45:26 | 50:14 | 09:54 | 07:20 |
 | Aghanim's Scepter | 3 | 11.11% | 92.1 | 100.00% | +70.83% | 0.00% | 0.00% | 0.00% | 38:29 | 32:04 | 35:18 | 38:32 | 41:42 | 44:52 | 06:24 | 04:44 |
 | Force Staff | 15 | 55.56% | 77.8 | 53.33% | +36.66% | +46.67% | -3.33% | -6.72% | 23:41 | 14:49 | 20:34 | 21:41 | 28:01 | 34:23 | 07:26 | 05:30 |
 | Fluffy Hat | 26 | 96.30% | 64.7 | 38.46% | +38.46% | +4.40% | -24.17% | -4.26% | 15:08 | 04:06 | 11:02 | 15:01 | 17:45 | 34:23 | 06:42 | 04:58 |
 | Boots of Speed | 27 | 100.00% | 63.0 | 37.04% | +37.04% | +5.82% | -37.04% | -20.33% | 06:49 | 04:03 | 05:32 | 06:53 | 07:39 | 13:07 | 02:06 | 01:33 |
 | Magic Stick | 27 | 100.00% | 63.0 | 37.04% | +37.04% | +4.14% | -8.47% | -8.22% | 01:04 | -01:29 | -01:29 | -01:29 | 03:01 | 14:23 | 04:30 | 03:20 |
 | Magic Wand | 27 | 100.00% | 63.0 | 37.04% | +37.04% | +5.82% | -8.47% | -2.41% | 08:28 | 02:47 | 05:03 | 08:02 | 10:59 | 19:18 | 05:55 | 04:23 |
 | Arcane Boots | 17 | 62.96% | 60.5 | 41.18% | +11.18% | +18.82% | -1.18% | -8.33% | 15:03 | 09:23 | 11:54 | 13:15 | 14:18 | 33:02 | 02:24 | 01:46 |
 | Ring of Basilius | 16 | 59.26% | 53.2 | 37.50% | +1.14% | +37.50% | -12.50% | -16.33% | 11:48 | 05:33 | 09:25 | 10:57 | 12:29 | 30:47 | 03:03 | 02:16 |
 | Glimmer Cape | 6 | 22.22% | 47.1 | 50.00% | +16.67% | 0.00% | 0.00% | 0.00% | 34:23 | 14:54 | 21:09 | 30:21 | 46:12 | 1:01:06 | 25:03 | 18:33 |
 | Solar Crest | 10 | 37.04% | 46.5 | 40.00% | +4.71% | -6.67% | -40.00% | -7.92% | 22:56 | 17:21 | 20:27 | 22:34 | 24:39 | 29:43 | 04:12 | 03:07 |
 | Power Treads | 3 | 11.11% | 44.6 | 66.67% | +33.34% | +33.33% | -66.67% | 0.00% | 22:24 | 10:40 | 18:23 | 26:06 | 28:15 | 30:25 | 09:52 | 07:18 |
 | Ring of Protection | 11 | 40.74% | 43.3 | 36.36% | -1.14% | -3.03% | -36.36% | -7.02% | 18:22 | 10:14 | 16:02 | 18:10 | 20:47 | 24:51 | 04:45 | 03:31 |
 | Pavise | 11 | 40.74% | 43.3 | 36.36% | -1.14% | -3.03% | -36.36% | -6.55% | 19:26 | 12:37 | 16:19 | 19:14 | 21:24 | 29:19 | 05:05 | 03:46 |
 | Crown | 11 | 40.74% | 43.3 | 36.36% | -1.14% | -3.03% | -36.36% | -6.51% | 22:22 | 15:23 | 19:41 | 21:35 | 24:48 | 32:50 | 05:07 | 03:47 |
 | Wind Lace | 14 | 51.85% | 36.5 | 28.57% | -17.58% | -28.57% | -3.57% | 1.74% | 15:01 | 04:25 | 07:13 | 14:56 | 21:33 | 29:32 | 14:20 | 10:37 |
 | Linken's Sphere | 1 | 3.70% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:26 | 59:26 | 59:26 | 59:26 | 59:26 | 59:26 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.70% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:04 | 59:04 | 59:04 | 59:04 | 59:04 | 59:04 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 3.70% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.70% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:04 | 59:04 | 59:04 | 59:04 | 59:04 | 59:04 | 00:00 | 00:00 |
 | Null Talisman | 7 | 25.93% | 23.5 | 28.57% | -11.43% | +21.43% | -28.57% | -16.81% | 10:38 | 02:52 | 09:21 | 11:24 | 12:19 | 16:48 | 02:58 | 02:12 |
 | Dagon | 2 | 7.41% | 18.4 | 50.00% | +14.00% | +50.00% | -50.00% | 0.00% | 40:23 | 35:31 | 37:57 | 40:23 | 42:49 | 45:15 | 04:52 | 03:36 |
 | Diadem | 2 | 7.41% | 18.4 | 50.00% | +14.00% | +50.00% | -50.00% | 0.00% | 40:23 | 35:31 | 37:57 | 40:23 | 42:49 | 45:15 | 04:52 | 03:36 |
 | Quelling Blade | 3 | 11.11% | 13.9 | 33.33% | -4.17% | +66.67% | -33.33% | 0.00% | 14:37 | 05:55 | 10:00 | 14:05 | 18:57 | 23:50 | 08:57 | 06:38 |
 | Ghost Scepter | 6 | 22.22% | 9.2 | 16.67% | -26.19% | +33.33% | -16.67% | 0.00% | 30:10 | 26:37 | 28:50 | 30:42 | 31:46 | 32:34 | 02:56 | 02:10 |
 | Tranquil Boots | 1 | 3.70% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.70% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 3.70% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.70% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 3.70% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 00:00 | 00:00 |