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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 | |
 | Arcane Boots | 546 | 20.37% | 54.1 | 50.37% | +6.54% | +2.91% | +7.72% | 0.54% | 13:22 | 03:21 | 07:39 | 10:50 | 16:35 | 55:16 | 06:37 |
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 | |
 | Underlord | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |
 | Chen | 13 | 34.21% | 97.6 | 84.62% | +44.62% | -17.95% | -17.95% | 0.00% | 22:49 | 12:25 | 12:37 | 18:56 | 24:15 | 46:23 | 11:38 | 08:37 |
 | Dazzle | 11 | 68.75% | 95.1 | 72.73% | +32.73% | -6.06% | +27.27% | 7.14% | 14:32 | 07:25 | 11:09 | 14:57 | 15:49 | 22:48 | 04:40 | 03:27 |
 | Pugna | 12 | 100.00% | 92.7 | 58.33% | +58.33% | +41.67% | -25.00% | -38.84% | 07:42 | 06:11 | 06:28 | 07:45 | 08:11 | 09:31 | 01:43 | 01:16 |
 | Magnus | 21 | 91.30% | 90.2 | 57.14% | +7.14% | +22.86% | +2.86% | -2.45% | 11:48 | 05:25 | 06:53 | 09:06 | 15:02 | 30:28 | 08:09 | 06:02 |
 | Enigma | 44 | 93.62% | 87.8 | 52.27% | -14.40% | -15.91% | -6.82% | 1.56% | 07:33 | 03:21 | 04:34 | 05:33 | 10:23 | 19:23 | 05:49 | 04:18 |
 | Skywrath Mage | 1 | 33.33% | 85.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Grimstroke | 53 | 63.10% | 82.9 | 54.72% | +16.01% | +14.51% | -16.26% | -2.91% | 16:52 | 07:03 | 10:45 | 16:35 | 21:19 | 32:18 | 10:34 | 07:49 |
 | Timbersaw | 28 | 100.00% | 80.5 | 50.00% | +50.00% | +21.43% | -21.43% | -13.19% | 08:11 | 04:45 | 06:01 | 07:17 | 09:16 | 19:17 | 03:15 | 02:24 |
 | Omniknight | 27 | 48.21% | 78.0 | 55.56% | +10.73% | -26.99% | +1.58% | 2.56% | 14:20 | 06:17 | 08:57 | 11:45 | 20:07 | 30:18 | 11:10 | 08:16 |
 | Dark Seer | 30 | 88.24% | 75.6 | 50.00% | 0.00% | +25.00% | -21.43% | -8.27% | 11:48 | 06:08 | 07:49 | 10:05 | 13:26 | 37:04 | 05:37 | 04:09 |
 | Oracle | 13 | 32.50% | 73.2 | 61.54% | +24.50% | +5.13% | -28.21% | -3.77% | 21:30 | 11:16 | 14:28 | 19:04 | 23:18 | 35:40 | 08:50 | 06:32 |
 | Rubick | 61 | 89.71% | 70.7 | 47.54% | +4.68% | +12.46% | -20.87% | -7.69% | 09:10 | 04:29 | 06:36 | 08:50 | 10:56 | 22:36 | 04:20 | 03:12 |
 | Witch Doctor | 4 | 25.00% | 68.3 | 75.00% | +50.00% | +25.00% | +25.00% | 0.00% | 17:30 | 12:11 | 12:11 | 18:20 | 19:44 | 19:45 | 07:33 | 05:35 |
 | Disruptor | 4 | 22.22% | 65.9 | 75.00% | +39.29% | +25.00% | +25.00% | 0.00% | 17:01 | 10:30 | 10:30 | 18:08 | 19:30 | 19:55 | 09:00 | 06:40 |
 | Pangolier | 21 | 91.30% | 63.4 | 42.86% | -7.14% | +17.14% | -22.86% | -8.22% | 12:12 | 06:47 | 08:42 | 10:24 | 13:34 | 30:05 | 04:52 | 03:36 |
 | Shadow Shaman | 36 | 69.23% | 61.0 | 44.44% | -18.06% | 0.00% | -11.11% | -2.55% | 09:23 | 03:34 | 07:01 | 09:04 | 11:22 | 15:00 | 04:21 | 03:13 |
 | Tidehunter | 14 | 50.00% | 58.5 | 50.00% | -7.14% | 0.00% | -16.67% | -1.11% | 20:21 | 06:02 | 12:57 | 17:12 | 27:55 | 51:00 | 14:58 | 11:05 |
 | Io | 2 | 6.67% | 56.1 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 24:46 | 23:35 | 23:35 | 25:57 | 25:57 | 25:57 | 02:22 | 01:45 |
 | Ancient Apparition | 13 | 18.84% | 53.7 | 53.85% | +2.06% | -20.52% | -20.52% | 0.00% | 22:04 | 07:14 | 13:32 | 24:24 | 26:51 | 36:51 | 13:19 | 09:51 |
 | Lion | 1 | 16.67% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:43 | 08:43 | 08:43 | 08:43 | 08:43 | 08:43 | 00:00 | 00:00 |
 | Winter Wyvern | 9 | 47.37% | 48.8 | 44.44% | -5.56% | +5.56% | +55.56% | 4.14% | 14:22 | 07:26 | 07:33 | 13:33 | 19:37 | 24:40 | 12:04 | 08:56 |
 | Warlock | 7 | 17.50% | 46.3 | 57.14% | +14.72% | -57.14% | -7.14% | 7.41% | 19:17 | 06:03 | 14:41 | 16:04 | 21:26 | 33:35 | 06:45 | 05:00 |
 | Undying | 3 | 20.00% | 43.9 | 66.67% | +8.34% | -66.67% | 0.00% | 9.22% | 25:47 | 21:17 | 21:17 | 27:33 | 28:31 | 28:31 | 07:14 | 05:21 |
 | Shadow Demon | 36 | 48.65% | 41.5 | 36.11% | -27.05% | +8.33% | -2.78% | -2.01% | 12:18 | 03:29 | 08:12 | 09:44 | 13:44 | 44:30 | 05:32 | 04:05 |
 | Nyx Assassin | 12 | 40.00% | 39.0 | 41.67% | -36.11% | -8.34% | +25.00% | 4.77% | 18:11 | 03:34 | 11:08 | 15:06 | 18:07 | 38:19 | 06:59 | 05:10 |
 | Necrophos | 5 | 62.50% | 36.6 | 40.00% | +40.00% | +60.00% | +60.00% | 0.00% | 12:44 | 08:32 | 08:32 | 15:20 | 15:20 | 15:34 | 06:48 | 05:02 |
 | Leshrac | 15 | 37.50% | 34.1 | 40.00% | +4.00% | -15.00% | -40.00% | -4.48% | 10:18 | 04:03 | 05:41 | 07:04 | 11:16 | 34:10 | 05:35 | 04:08 |
 | Jakiro | 3 | 15.00% | 31.7 | 66.67% | +37.26% | -66.67% | 0.00% | 8.79% | 16:40 | 13:19 | 13:19 | 15:48 | 20:54 | 20:54 | 07:35 | 05:37 |
 | Bane | 3 | 13.04% | 29.3 | 66.67% | +1.67% | +33.33% | 0.00% | 0.00% | 19:43 | 12:25 | 12:25 | 12:56 | 33:49 | 33:49 | 21:24 | 15:51 |
 | Sand King | 3 | 7.69% | 26.8 | 66.67% | +27.78% | +33.33% | 0.00% | 0.00% | 27:56 | 25:22 | 25:22 | 27:10 | 31:15 | 31:15 | 05:53 | 04:21 |
 | Windranger | 1 | 6.67% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:16 | 55:16 | 55:16 | 55:16 | 55:16 | 55:16 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 4.76% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:34 | 47:34 | 47:34 | 47:34 | 47:34 | 47:34 | 00:00 | 00:00 |
 | Lina | 22 | 53.66% | 19.5 | 22.73% | -24.64% | -6.06% | +37.27% | 9.32% | 11:56 | 05:23 | 09:11 | 10:43 | 13:50 | 24:11 | 04:39 | 03:26 |
 | Venomancer | 3 | 42.86% | 17.1 | 33.33% | -16.67% | +66.67% | 0.00% | -1.87% | 27:36 | 09:24 | 09:24 | 28:26 | 44:59 | 44:59 | 35:35 | 26:21 |
 | Shadow Fiend | 3 | 37.50% | 14.6 | 33.33% | +13.33% | +66.67% | 0.00% | 0.00% | 10:52 | 07:14 | 07:14 | 07:43 | 17:39 | 17:39 | 10:25 | 07:42 |
 | Centaur Warrunner | 4 | 4.44% | 12.2 | 50.00% | +1.16% | +50.00% | -50.00% | 0.00% | 28:12 | 21:31 | 21:31 | 26:46 | 29:15 | 35:17 | 07:44 | 05:43 |
 | Earthshaker | 2 | 8.00% | 9.8 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 06:44 | 05:23 | 05:23 | 08:05 | 08:05 | 08:05 | 02:42 | 02:00 |
 | Tiny | 1 | 2.86% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 00:00 | 00:00 |
 | Viper | 2 | 100.00% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:18 | 05:08 | 05:08 | 09:27 | 09:27 | 09:27 | 04:19 | 03:11 |
 | Techies | 1 | 100.00% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:22 | 16:22 | 16:22 | 16:22 | 16:22 | 16:22 | 00:00 | 00:00 |