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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 | |
 | Hood of Defiance | 394 | 4.44% | 52.9 | 55.58% | +6.17% | -1.03% | +2.58% | 0.68% | 13:20 | 05:00 | 09:41 | 11:12 | 15:01 | 59:37 | 03:57 |
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 | |
 | Timbersaw | 81 | 85.26% | 100.0 | 67.90% | +39.33% | -2.90% | +7.10% | 4.55% | 11:11 | 06:43 | 09:52 | 10:53 | 12:04 | 23:16 | 02:12 | 01:37 |
 | Visage | 4 | 12.12% | 97.7 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 18:28 | 12:46 | 12:46 | 15:25 | 17:17 | 28:23 | 04:31 | 03:20 |
 | Sand King | 20 | 6.71% | 95.5 | 75.00% | +25.72% | +5.00% | +5.00% | 0.00% | 11:21 | 05:42 | 06:46 | 09:49 | 14:56 | 19:30 | 08:10 | 06:02 |
 | Necrophos | 52 | 68.42% | 93.2 | 55.77% | +14.10% | +28.85% | +5.77% | -6.79% | 10:11 | 05:56 | 08:04 | 09:55 | 11:28 | 16:56 | 03:24 | 02:31 |
 | Io | 8 | 4.57% | 90.9 | 87.50% | +38.40% | +12.50% | +12.50% | 0.00% | 27:20 | 21:55 | 21:57 | 25:37 | 27:18 | 43:10 | 05:21 | 03:57 |
 | Centaur Warrunner | 12 | 48.00% | 88.6 | 58.33% | +27.56% | -25.00% | +8.34% | 4.27% | 12:58 | 06:57 | 09:19 | 10:48 | 17:08 | 19:13 | 07:49 | 05:47 |
 | Beastmaster | 3 | 5.26% | 86.4 | 100.00% | +40.74% | 0.00% | 0.00% | 0.00% | 17:08 | 14:17 | 14:17 | 15:05 | 22:02 | 22:02 | 07:45 | 05:44 |
 | Leshrac | 43 | 43.88% | 84.1 | 48.84% | -3.89% | +14.80% | -12.48% | -15.44% | 11:14 | 08:04 | 09:48 | 10:54 | 11:34 | 19:12 | 01:46 | 01:18 |
 | Keeper of the Light | 4 | 1.84% | 81.8 | 100.00% | +49.30% | 0.00% | 0.00% | 0.00% | 23:03 | 19:35 | 19:35 | 20:07 | 20:25 | 32:06 | 00:50 | 00:37 |
 | Death Prophet | 29 | 12.34% | 79.5 | 55.17% | +3.23% | -12.31% | +1.97% | 3.81% | 12:31 | 07:22 | 09:41 | 11:31 | 13:26 | 29:35 | 03:45 | 02:46 |
 | Mirana | 8 | 4.71% | 77.3 | 75.00% | +20.68% | +25.00% | -25.00% | 0.00% | 26:31 | 13:01 | 19:07 | 24:33 | 27:11 | 50:41 | 08:04 | 05:58 |
 | Bristleback | 5 | 31.25% | 75.0 | 60.00% | +32.73% | +40.00% | -60.00% | -14.08% | 10:36 | 05:00 | 05:00 | 11:40 | 12:06 | 12:47 | 07:06 | 05:15 |
 | Tidehunter | 50 | 60.24% | 72.7 | 38.00% | +10.73% | +0.46% | -4.67% | -1.69% | 10:34 | 05:24 | 08:57 | 10:31 | 11:59 | 19:34 | 03:02 | 02:14 |
 | Bounty Hunter | 1 | 16.67% | 70.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 00:00 | 00:00 |
 | Enchantress | 19 | 12.93% | 68.2 | 42.11% | -14.92% | +37.89% | -22.11% | -10.50% | 21:15 | 11:20 | 15:29 | 18:11 | 21:12 | 59:37 | 05:43 | 04:14 |
 | Pangolier | 4 | 1.75% | 65.9 | 75.00% | +23.21% | +25.00% | +25.00% | 0.00% | 11:45 | 09:03 | 09:03 | 10:51 | 11:06 | 16:01 | 02:03 | 01:31 |
 | Underlord | 10 | 18.52% | 63.6 | 40.00% | -28.18% | +26.67% | +10.00% | -6.06% | 10:58 | 06:56 | 07:49 | 09:03 | 10:34 | 23:13 | 02:45 | 02:02 |
 | Axe | 1 | 5.88% | 61.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:26 | 07:26 | 07:26 | 07:26 | 07:26 | 07:26 | 00:00 | 00:00 |
 | Magnus | 1 | 5.88% | 59.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:25 | 10:25 | 10:25 | 10:25 | 10:25 | 10:25 | 00:00 | 00:00 |
 | Disruptor | 1 | 2.86% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |
 | Windranger | 1 | 2.56% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Jakiro | 1 | 2.44% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.30% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Kunkka | 1 | 0.85% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 00:00 | 00:00 |
 | Weaver | 1 | 0.76% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.72% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 00:00 | 00:00 |
 | Pugna | 1 | 0.57% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:03 | 36:03 | 36:03 | 36:03 | 36:03 | 36:03 | 00:00 | 00:00 |
 | Faceless Void | 2 | 3.33% | 38.6 | 50.00% | -3.45% | -50.00% | 0.00% | 0.00% | 22:15 | 13:57 | 13:57 | 30:32 | 30:32 | 30:32 | 16:35 | 12:17 |
 | Venomancer | 4 | 21.05% | 36.4 | 25.00% | -21.67% | -25.00% | -25.00% | 0.00% | 15:57 | 11:44 | 11:44 | 14:27 | 18:33 | 19:03 | 06:49 | 05:02 |
 | Clockwerk | 2 | 2.78% | 34.1 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 22:27 | 22:10 | 22:10 | 22:43 | 22:43 | 22:43 | 00:33 | 00:24 |
 | Dragon Knight | 4 | 1.65% | 31.8 | 25.00% | -26.26% | +75.00% | -25.00% | 0.00% | 17:56 | 11:37 | 11:37 | 12:28 | 15:46 | 31:54 | 04:09 | 03:04 |
 | Broodmother | 1 | 11.11% | 29.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Chen | 3 | 18.75% | 27.3 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 18:57 | 16:17 | 16:17 | 19:17 | 21:17 | 21:17 | 05:00 | 03:42 |
 | Mars | 3 | 0.93% | 25.0 | 0.00% | -47.65% | 0.00% | 0.00% | 0.00% | 11:05 | 07:40 | 07:40 | 10:01 | 15:33 | 15:33 | 07:53 | 05:50 |
 | Spectre | 1 | 5.56% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:49 | 06:49 | 06:49 | 06:49 | 06:49 | 06:49 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 1.28% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 00:00 | 00:00 |
 | Techies | 1 | 4.00% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 1.27% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 1.85% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:01 | 12:01 | 12:01 | 12:01 | 12:01 | 12:01 | 00:00 | 00:00 |
 | Dark Seer | 1 | 5.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 00:00 | 00:00 |
 | Viper | 3 | 4.62% | 9.1 | 0.00% | -41.94% | 0.00% | 0.00% | 0.00% | 21:27 | 09:49 | 09:49 | 19:33 | 35:00 | 35:00 | 25:11 | 18:39 |
 | Vengeful Spirit | 1 | 3.23% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 |
 | Tiny | 1 | 0.33% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Phantom Lancer | 1 | 2.44% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 00:00 | 00:00 |