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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.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Tranquil Boots | 708 | 16.86% | 66.1 | 53.53% | +8.44% | +1.27% | -0.99% | -0.21% | 15:33 | 02:51 | 09:12 | 11:46 | 20:11 | 49:07 | 08:08 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Lion | 13 | 92.86% | 100.0 | 76.92% | -23.08% | -43.59% | +23.08% | 18.61% | 09:31 | 06:43 | 07:02 | 09:16 | 10:37 | 16:26 | 03:35 | 02:39 |
 | Vengeful Spirit | 12 | 70.59% | 97.7 | 66.67% | +6.67% | +33.33% | 0.00% | -5.32% | 15:27 | 06:12 | 07:58 | 10:26 | 14:14 | 47:08 | 06:16 | 04:38 |
 | Clockwerk | 35 | 92.11% | 95.5 | 60.00% | +26.67% | -4.44% | +17.78% | 6.77% | 08:57 | 04:51 | 06:50 | 08:07 | 10:07 | 23:20 | 03:17 | 02:25 |
 | Bounty Hunter | 17 | 62.96% | 93.2 | 64.71% | +28.35% | +35.29% | -39.71% | -23.44% | 09:38 | 05:44 | 06:11 | 08:18 | 09:23 | 27:30 | 03:12 | 02:22 |
 | Oracle | 14 | 33.33% | 90.9 | 71.43% | +3.57% | +28.57% | -71.43% | -12.05% | 16:27 | 08:00 | 10:44 | 11:59 | 19:02 | 44:01 | 08:18 | 06:08 |
 | Tusk | 8 | 80.00% | 88.6 | 62.50% | +62.50% | +37.50% | -12.50% | -12.24% | 07:37 | 04:39 | 05:22 | 07:03 | 09:27 | 09:47 | 04:05 | 03:01 |
 | Chen | 7 | 43.75% | 86.4 | 71.43% | -6.35% | +28.57% | -21.43% | -9.49% | 30:51 | 25:46 | 26:34 | 31:12 | 31:50 | 37:52 | 05:16 | 03:54 |
 | Pugna | 103 | 75.18% | 84.1 | 57.28% | +13.16% | +8.10% | -7.28% | -2.07% | 14:24 | 05:16 | 09:45 | 11:32 | 17:10 | 38:21 | 07:25 | 05:29 |
 | Keeper of the Light | 24 | 50.00% | 81.8 | 62.50% | 0.00% | +4.17% | +4.17% | 0.00% | 11:05 | 04:03 | 08:06 | 09:46 | 13:33 | 22:09 | 05:27 | 04:02 |
 | Rubick | 24 | 20.00% | 79.5 | 66.67% | +26.04% | 0.00% | +16.66% | 2.57% | 22:31 | 11:08 | 17:36 | 19:53 | 24:05 | 49:07 | 06:29 | 04:48 |
 | Witch Doctor | 2 | 18.18% | 77.3 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 19:28 | 12:18 | 12:18 | 26:38 | 26:38 | 26:38 | 14:20 | 10:37 |
 | Crystal Maiden | 19 | 95.00% | 75.0 | 52.63% | +52.63% | -32.63% | +7.37% | 9.56% | 12:21 | 07:13 | 08:52 | 11:06 | 13:03 | 26:48 | 04:11 | 03:05 |
 | Nyx Assassin | 5 | 71.43% | 72.7 | 60.00% | +10.00% | -60.00% | +40.00% | 25.32% | 07:38 | 05:01 | 05:01 | 05:59 | 08:58 | 13:02 | 03:57 | 02:55 |
 | Batrider | 86 | 54.09% | 70.5 | 53.49% | +11.02% | -12.58% | +3.65% | 5.76% | 09:58 | 03:19 | 07:41 | 09:11 | 10:30 | 27:24 | 02:49 | 02:05 |
 | Jakiro | 3 | 50.00% | 68.2 | 66.67% | +66.67% | +33.33% | 0.00% | -2.90% | 16:20 | 11:30 | 11:30 | 14:32 | 22:59 | 22:59 | 11:29 | 08:30 |
 | Lich | 36 | 78.26% | 65.9 | 47.22% | +7.22% | +8.34% | +8.34% | 0.00% | 19:00 | 08:12 | 10:50 | 13:01 | 29:22 | 43:24 | 18:32 | 13:43 |
 | Silencer | 41 | 42.27% | 63.6 | 48.78% | -8.36% | -8.78% | +1.22% | 0.89% | 18:32 | 05:19 | 12:02 | 15:52 | 23:17 | 46:43 | 11:15 | 08:20 |
 | Ancient Apparition | 5 | 41.67% | 61.4 | 60.00% | +2.86% | -60.00% | +40.00% | 12.55% | 15:20 | 09:52 | 09:52 | 12:52 | 17:50 | 25:06 | 07:58 | 05:54 |
 | Undying | 37 | 37.37% | 59.1 | 48.65% | +8.33% | +6.91% | -15.32% | -1.08% | 23:07 | 09:52 | 11:44 | 22:35 | 32:20 | 45:18 | 20:36 | 15:15 |
 | Disruptor | 26 | 61.90% | 56.8 | 46.15% | +2.40% | -17.58% | +3.85% | 5.27% | 13:26 | 07:33 | 10:17 | 12:01 | 14:21 | 27:21 | 04:04 | 03:00 |
 | Techies | 16 | 8.38% | 54.5 | 62.50% | +13.93% | -12.50% | +12.50% | 1.53% | 23:06 | 09:29 | 12:09 | 19:34 | 28:30 | 47:57 | 16:21 | 12:06 |
 | Shadow Demon | 31 | 34.44% | 52.3 | 48.39% | -0.76% | +26.61% | -10.89% | -4.82% | 21:31 | 11:34 | 16:56 | 19:43 | 24:43 | 35:58 | 07:47 | 05:45 |
 | Doom | 5 | 6.33% | 50.0 | 80.00% | +38.11% | +20.00% | +20.00% | 0.00% | 10:10 | 05:26 | 05:26 | 07:21 | 08:26 | 23:30 | 03:00 | 02:13 |
 | Lycan | 2 | 7.14% | 47.7 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 39:07 | 31:46 | 31:46 | 46:28 | 46:28 | 46:28 | 14:42 | 10:53 |
 | Primal Beast | 4 | 12.50% | 45.5 | 75.00% | +3.57% | +25.00% | -75.00% | 0.00% | 21:32 | 10:10 | 10:10 | 20:25 | 22:16 | 33:18 | 12:06 | 08:57 |
 | Venomancer | 33 | 63.46% | 43.2 | 39.39% | -2.72% | -1.89% | +10.61% | 1.30% | 15:39 | 07:09 | 09:53 | 12:44 | 19:29 | 37:55 | 09:36 | 07:06 |
 | Hoodwink | 2 | 66.67% | 40.9 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 28:47 | 13:19 | 13:19 | 44:14 | 44:14 | 44:14 | 30:55 | 22:54 |
 | Enchantress | 16 | 20.00% | 38.6 | 50.00% | +10.94% | 0.00% | 0.00% | 0.00% | 23:51 | 13:37 | 18:25 | 24:54 | 26:09 | 37:27 | 07:44 | 05:43 |
 | Skywrath Mage | 7 | 11.29% | 36.4 | 57.14% | +18.96% | +42.86% | -7.14% | 0.00% | 22:29 | 08:13 | 16:03 | 23:42 | 25:27 | 35:43 | 09:24 | 06:57 |
 | Dark Willow | 20 | 60.61% | 34.1 | 35.00% | -18.85% | +45.00% | +5.00% | -16.11% | 12:05 | 06:23 | 08:03 | 09:13 | 10:32 | 42:38 | 02:29 | 01:50 |
 | Visage | 7 | 43.75% | 31.8 | 42.86% | -1.58% | +7.14% | -42.86% | 0.00% | 17:08 | 05:37 | 11:34 | 13:55 | 22:15 | 30:36 | 10:41 | 07:54 |
 | Phoenix | 12 | 100.00% | 29.5 | 25.00% | +25.00% | +41.67% | +8.33% | -18.19% | 08:14 | 02:51 | 07:46 | 07:49 | 09:36 | 10:21 | 01:50 | 01:21 |
 | Spirit Breaker | 13 | 8.72% | 27.3 | 38.46% | -10.80% | +28.21% | +28.21% | 0.00% | 18:02 | 05:03 | 07:40 | 10:27 | 29:30 | 45:40 | 21:50 | 16:10 |
 | Snapfire | 9 | 19.15% | 25.0 | 33.33% | -6.14% | +16.67% | +66.67% | 4.27% | 16:45 | 08:59 | 10:17 | 14:08 | 22:00 | 28:16 | 11:43 | 08:40 |
 | Tidehunter | 1 | 2.38% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Beastmaster | 1 | 1.03% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 00:00 | 00:00 |
 | Windranger | 1 | 1.01% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 00:00 | 00:00 |
 | Mars | 2 | 6.25% | 15.9 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 08:48 | 08:04 | 08:04 | 09:31 | 09:31 | 09:31 | 01:27 | 01:04 |
 | Mirana | 2 | 3.45% | 13.6 | 50.00% | -1.79% | -50.00% | 0.00% | 0.00% | 27:00 | 21:19 | 21:19 | 32:41 | 32:41 | 32:41 | 11:22 | 08:25 |
 | Bane | 1 | 100.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 00:00 | 00:00 |
 | Alchemist | 1 | 3.13% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |
 | Earth Spirit | 2 | 11.76% | 6.8 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 16:31 | 06:43 | 06:43 | 26:19 | 26:19 | 26:19 | 19:36 | 14:31 |
 | Medusa | 1 | 1.03% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:46 | 20:46 | 20:46 | 20:46 | 20:46 | 20:46 | 00:00 | 00:00 |
 | Elder Titan | 2 | 28.57% | 2.3 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 17:25 | 10:36 | 10:36 | 24:14 | 24:14 | 24:14 | 13:38 | 10:05 |