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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 | |
 | Spirit Vessel | 520 | 5.19% | 30.6 | 50.96% | +1.33% | +9.04% | -0.96% | -1.64% | 15:54 | 07:16 | 12:29 | 14:30 | 18:35 | 54:28 | 04:31 |
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 | |
 | Keeper of the Light | 105 | 71.92% | 100.0 | 55.24% | +8.90% | -1.39% | -1.39% | 0.00% | 13:43 | 07:16 | 11:56 | 13:07 | 14:39 | 21:14 | 02:43 | 02:00 |
 | Enigma | 43 | 26.38% | 97.7 | 60.47% | -0.36% | +12.26% | -5.92% | -3.15% | 14:31 | 08:32 | 11:20 | 13:17 | 17:06 | 25:23 | 05:46 | 04:16 |
 | Earth Spirit | 19 | 31.67% | 95.3 | 63.16% | +2.18% | -23.16% | -3.16% | 3.76% | 21:18 | 12:28 | 17:44 | 20:58 | 23:03 | 34:07 | 05:19 | 03:56 |
 | Weaver | 30 | 31.25% | 93.0 | 60.00% | +16.06% | +15.00% | -17.14% | -6.14% | 15:14 | 09:50 | 11:55 | 14:46 | 17:09 | 24:43 | 05:14 | 03:52 |
 | Necrophos | 32 | 69.57% | 90.7 | 50.00% | -28.57% | +25.00% | -12.50% | -9.07% | 11:48 | 08:23 | 09:25 | 11:17 | 13:33 | 18:56 | 04:08 | 03:03 |
 | Clockwerk | 11 | 5.76% | 88.4 | 72.73% | +26.62% | -6.06% | -6.06% | 0.00% | 20:28 | 15:36 | 17:30 | 21:07 | 22:28 | 24:45 | 04:58 | 03:40 |
 | Death Prophet | 22 | 13.50% | 86.0 | 59.09% | +5.90% | +24.24% | +0.91% | -9.59% | 12:54 | 08:53 | 11:41 | 12:58 | 14:07 | 19:25 | 02:26 | 01:48 |
 | Venomancer | 25 | 75.76% | 83.7 | 44.00% | -18.50% | +22.67% | -10.67% | -11.91% | 14:10 | 08:59 | 12:41 | 13:26 | 15:29 | 19:58 | 02:48 | 02:04 |
 | Mirana | 42 | 47.73% | 81.4 | 45.24% | -11.28% | +0.21% | -15.24% | -4.61% | 18:44 | 12:41 | 16:37 | 18:22 | 19:58 | 35:57 | 03:21 | 02:28 |
 | Invoker | 29 | 53.70% | 79.1 | 41.38% | -2.62% | +1.48% | +1.48% | 0.00% | 13:46 | 10:38 | 11:52 | 13:13 | 14:55 | 19:32 | 03:03 | 02:15 |
 | Puck | 17 | 4.63% | 76.7 | 58.82% | +3.11% | -8.82% | +16.18% | 0.00% | 13:47 | 10:07 | 11:19 | 13:12 | 14:12 | 23:08 | 02:53 | 02:08 |
 | Phoenix | 18 | 18.56% | 74.4 | 50.00% | -1.90% | +30.00% | +50.00% | 3.45% | 22:20 | 13:10 | 19:58 | 21:41 | 25:46 | 32:49 | 05:48 | 04:17 |
 | Ember Spirit | 3 | 1.72% | 72.1 | 100.00% | +57.31% | 0.00% | 0.00% | 0.00% | 16:52 | 13:16 | 13:16 | 18:38 | 18:41 | 18:41 | 05:25 | 04:00 |
 | Queen of Pain | 2 | 5.13% | 69.8 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 11:41 | 10:59 | 10:59 | 12:22 | 12:22 | 12:22 | 01:23 | 01:01 |
 | Brewmaster | 29 | 39.19% | 67.4 | 37.93% | -13.18% | +4.93% | +19.21% | 4.22% | 15:31 | 09:45 | 12:56 | 13:54 | 16:19 | 25:53 | 03:23 | 02:30 |
 | Treant Protector | 2 | 2.02% | 65.1 | 100.00% | +40.21% | 0.00% | 0.00% | 0.00% | 17:53 | 14:27 | 14:27 | 21:18 | 21:18 | 21:18 | 06:51 | 05:04 |
 | Nature's Prophet | 8 | 7.34% | 62.8 | 50.00% | -0.50% | 0.00% | 0.00% | 0.00% | 12:43 | 11:46 | 11:53 | 12:48 | 12:52 | 13:57 | 00:59 | 00:43 |
 | Windranger | 3 | 5.26% | 60.5 | 66.67% | +25.93% | -66.67% | 0.00% | 0.00% | 19:24 | 18:12 | 18:12 | 18:37 | 21:23 | 21:23 | 03:11 | 02:21 |
 | Dark Seer | 1 | 5.26% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:41 | 16:41 | 16:41 | 16:41 | 16:41 | 16:41 | 00:00 | 00:00 |
 | Hoodwink | 11 | 10.78% | 55.8 | 36.36% | -7.60% | +30.31% | -36.36% | -17.02% | 20:19 | 12:47 | 17:39 | 19:03 | 21:34 | 27:33 | 03:55 | 02:54 |
 | Doom | 3 | 2.48% | 53.5 | 66.67% | +19.21% | +33.33% | 0.00% | 0.00% | 21:27 | 12:40 | 12:40 | 23:08 | 28:33 | 28:33 | 15:53 | 11:45 |
 | Jakiro | 4 | 6.06% | 51.2 | 50.00% | +3.23% | -50.00% | -50.00% | 0.00% | 23:22 | 21:10 | 21:10 | 21:51 | 24:48 | 25:40 | 03:38 | 02:41 |
 | Viper | 7 | 4.79% | 48.8 | 42.86% | -6.78% | +7.14% | +7.14% | 0.00% | 18:07 | 08:15 | 16:31 | 17:10 | 17:23 | 30:29 | 00:52 | 00:38 |
 | Crystal Maiden | 1 | 1.47% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 |
 | Kunkka | 1 | 0.96% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 00:00 | 00:00 |
 | Dazzle | 1 | 0.85% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 00:00 | 00:00 |
 | Warlock | 1 | 0.78% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Enchantress | 1 | 0.58% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Snapfire | 4 | 1.63% | 34.9 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 20:53 | 20:08 | 20:08 | 20:13 | 21:04 | 22:06 | 00:56 | 00:41 |
 | Dawnbreaker | 9 | 2.80% | 32.6 | 33.33% | -10.58% | -33.33% | +16.67% | 0.00% | 17:29 | 12:56 | 13:07 | 16:29 | 18:14 | 24:25 | 05:07 | 03:47 |
 | Pangolier | 12 | 8.57% | 30.2 | 16.67% | -34.89% | +16.66% | -16.67% | -10.05% | 16:11 | 09:46 | 12:50 | 14:18 | 16:09 | 31:05 | 03:19 | 02:27 |
 | Tiny | 2 | 0.41% | 27.9 | 50.00% | -2.80% | -50.00% | 0.00% | 0.00% | 21:59 | 16:01 | 16:01 | 27:56 | 27:56 | 27:56 | 11:55 | 08:49 |
 | Rubick | 3 | 2.50% | 25.6 | 33.33% | -15.39% | -33.33% | 0.00% | 0.00% | 16:36 | 15:33 | 15:33 | 16:33 | 17:42 | 17:42 | 02:09 | 01:35 |
 | Visage | 4 | 3.36% | 23.3 | 25.00% | -33.26% | +75.00% | -25.00% | 0.00% | 17:49 | 11:44 | 11:44 | 12:32 | 15:42 | 31:17 | 03:58 | 02:56 |
 | Void Spirit | 4 | 2.13% | 20.9 | 25.00% | -19.57% | +75.00% | -25.00% | 0.00% | 15:51 | 13:04 | 13:04 | 13:31 | 17:27 | 19:23 | 04:23 | 03:14 |
 | Monkey King | 4 | 1.94% | 18.6 | 25.00% | -26.49% | +75.00% | -25.00% | 0.00% | 20:06 | 16:54 | 16:54 | 17:54 | 19:50 | 25:46 | 02:56 | 02:10 |
 | Dark Willow | 1 | 12.50% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 4.17% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:14 | 23:14 | 23:14 | 23:14 | 23:14 | 23:14 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 0.47% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 00:00 | 00:00 |
 | Marci | 1 | 0.31% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Tusk | 1 | 0.97% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Undying | 1 | 4.35% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 |
 | Techies | 1 | 12.50% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:01 | 29:01 | 29:01 | 29:01 | 29:01 | 29:01 | 00:00 | 00:00 |