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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 | 276 | 19.86% | 71.4 | 52.54% | +9.06% | +3.98% | +2.53% | -0.22% | 14:01 | 04:13 | 09:24 | 12:39 | 15:58 | 54:15 | 04:51 |
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 | |
 | Enigma | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 00:00 | 00:00 |
 | Venomancer | 2 | 50.00% | 97.4 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 34:25 | 26:10 | 26:10 | 42:40 | 42:40 | 42:40 | 16:30 | 12:13 |
 | Lina | 4 | 28.57% | 94.9 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 09:22 | 08:20 | 08:20 | 08:41 | 09:07 | 11:20 | 00:47 | 00:34 |
 | Earthshaker | 1 | 50.00% | 92.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:18 | 05:18 | 05:18 | 05:18 | 05:18 | 05:18 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 50.00% | 89.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Timbersaw | 19 | 100.00% | 87.2 | 68.42% | +68.42% | +11.58% | -8.42% | -6.52% | 08:23 | 05:43 | 06:22 | 07:27 | 09:26 | 12:26 | 03:04 | 02:16 |
 | Rubick | 14 | 93.33% | 84.6 | 64.29% | +64.29% | +10.71% | -30.96% | -13.09% | 09:29 | 07:22 | 07:44 | 09:43 | 10:55 | 11:43 | 03:11 | 02:21 |
 | Dark Seer | 3 | 75.00% | 82.1 | 66.67% | +66.67% | +33.33% | 0.00% | -1.60% | 16:55 | 08:53 | 08:53 | 12:07 | 29:45 | 29:45 | 20:52 | 15:27 |
 | Dazzle | 3 | 75.00% | 79.5 | 66.67% | +66.67% | +33.33% | 0.00% | -2.75% | 16:14 | 09:42 | 09:42 | 17:10 | 21:50 | 21:50 | 12:08 | 08:59 |
 | Underlord | 2 | 22.22% | 76.9 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 17:08 | 14:41 | 14:41 | 19:35 | 19:35 | 19:35 | 04:54 | 03:37 |
 | Skywrath Mage | 4 | 44.44% | 74.4 | 75.00% | +35.00% | +25.00% | -75.00% | -100.00% | 15:50 | 15:24 | 15:24 | 15:28 | 15:42 | 16:44 | 00:18 | 00:13 |
 | Shadow Demon | 25 | 65.79% | 71.8 | 60.00% | -24.62% | +40.00% | +6.67% | -6.43% | 12:50 | 05:22 | 09:17 | 12:13 | 14:28 | 24:09 | 05:11 | 03:50 |
 | Dawnbreaker | 5 | 83.33% | 69.2 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 13:10 | 10:02 | 10:02 | 13:31 | 13:50 | 17:02 | 03:48 | 02:48 |
 | Bane | 16 | 66.67% | 66.7 | 56.25% | +6.25% | +43.75% | -6.25% | -11.28% | 15:22 | 11:48 | 12:40 | 13:20 | 17:06 | 26:45 | 04:26 | 03:17 |
 | Zeus | 2 | 100.00% | 64.1 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 08:50 | 08:32 | 08:32 | 09:08 | 09:08 | 09:08 | 00:36 | 00:26 |
 | Hoodwink | 27 | 81.82% | 61.5 | 51.85% | +1.85% | -8.99% | +5.29% | 3.50% | 13:59 | 08:48 | 11:19 | 13:03 | 15:24 | 23:53 | 04:05 | 03:01 |
 | Shadow Shaman | 12 | 92.31% | 59.0 | 50.00% | +50.00% | +16.67% | -16.67% | -21.28% | 13:43 | 08:46 | 10:32 | 11:48 | 12:06 | 26:15 | 01:34 | 01:09 |
 | Ogre Magi | 18 | 47.37% | 56.4 | 55.56% | -4.44% | -15.56% | -5.56% | 1.94% | 15:20 | 09:24 | 13:16 | 14:59 | 18:25 | 20:37 | 05:09 | 03:48 |
 | Abaddon | 6 | 31.58% | 53.8 | 66.67% | +12.82% | -16.67% | +33.33% | 13.04% | 15:17 | 12:44 | 13:12 | 13:20 | 17:02 | 21:10 | 03:50 | 02:50 |
 | Sand King | 3 | 5.00% | 51.3 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 21:50 | 09:22 | 09:22 | 26:09 | 29:58 | 29:58 | 20:36 | 15:15 |
 | Leshrac | 12 | 66.67% | 48.7 | 50.00% | -33.33% | +16.67% | -50.00% | -63.50% | 07:52 | 06:39 | 07:12 | 07:56 | 08:15 | 08:53 | 01:03 | 00:46 |
 | Earth Spirit | 2 | 10.00% | 46.2 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 40:36 | 26:56 | 26:56 | 54:15 | 54:15 | 54:15 | 27:19 | 20:14 |
 | Mirana | 16 | 43.24% | 43.6 | 50.00% | +11.90% | 0.00% | 0.00% | 0.00% | 19:57 | 07:41 | 11:10 | 19:21 | 26:10 | 34:50 | 15:00 | 11:06 |
 | Grimstroke | 14 | 93.33% | 41.0 | 35.71% | +35.71% | +14.29% | -2.38% | -2.46% | 13:19 | 07:30 | 09:58 | 13:09 | 16:45 | 21:04 | 06:47 | 05:01 |
 | Undying | 16 | 51.61% | 38.5 | 37.50% | -15.83% | -12.50% | -12.50% | 0.00% | 15:44 | 11:26 | 12:07 | 14:17 | 15:58 | 31:13 | 03:51 | 02:51 |
 | Oracle | 2 | 50.00% | 35.9 | 50.00% | 0.00% | -50.00% | 0.00% | 10.03% | 17:45 | 15:15 | 15:15 | 20:14 | 20:14 | 20:14 | 04:59 | 03:41 |
 | Phoenix | 1 | 10.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Death Prophet | 3 | 10.34% | 30.8 | 66.67% | +32.05% | +33.33% | 0.00% | 0.00% | 13:27 | 12:26 | 12:26 | 13:51 | 14:05 | 14:05 | 01:39 | 01:13 |
 | Snapfire | 10 | 29.41% | 28.2 | 40.00% | -1.67% | -6.67% | +60.00% | 12.05% | 14:21 | 06:04 | 07:50 | 10:26 | 13:22 | 31:37 | 05:32 | 04:05 |
 | Pangolier | 16 | 59.26% | 25.6 | 31.25% | -5.11% | -6.25% | -31.25% | -9.93% | 12:31 | 07:21 | 08:45 | 09:45 | 11:16 | 34:12 | 02:31 | 01:51 |
 | Disruptor | 3 | 42.86% | 23.1 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 15:46 | 15:09 | 15:09 | 15:40 | 16:29 | 16:29 | 01:20 | 00:59 |
 | Enchantress | 3 | 12.00% | 20.5 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 10:08 | 07:42 | 07:42 | 09:42 | 13:01 | 13:01 | 05:19 | 03:56 |
 | Chen | 1 | 100.00% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 00:00 | 00:00 |
 | Treant Protector | 1 | 14.29% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:45 | 15:45 | 15:45 | 15:45 | 15:45 | 15:45 | 00:00 | 00:00 |
 | Necrophos | 1 | 14.29% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 |
 | Broodmother | 3 | 100.00% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:58 | 04:13 | 04:13 | 05:55 | 07:46 | 07:46 | 03:33 | 02:37 |
 | Tiny | 1 | 1.64% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Pugna | 2 | 25.00% | 5.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 17:51 | 17:35 | 17:35 | 18:06 | 18:06 | 18:06 | 00:31 | 00:22 |
 | Techies | 1 | 100.00% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:50 | 25:50 | 25:50 | 25:50 | 25:50 | 25:50 | 00:00 | 00:00 |