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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 | |
 | Mekansm | 935 | 11.17% | 67.4 | 55.08% | +7.31% | +6.03% | -1.23% | -1.13% | 14:56 | 04:17 | 11:10 | 13:36 | 17:36 | 50:43 | 04:45 |
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 | |
 | Witch Doctor | 11 | 78.57% | 100.0 | 72.73% | +39.40% | -39.40% | -6.06% | 7.72% | 15:17 | 11:04 | 12:22 | 14:56 | 16:41 | 20:37 | 04:19 | 03:11 |
 | Ancient Apparition | 3 | 20.00% | 97.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:01 | 11:52 | 11:52 | 12:35 | 23:35 | 23:35 | 11:43 | 08:40 |
 | Centaur Warrunner | 5 | 8.06% | 95.7 | 100.00% | +56.14% | 0.00% | 0.00% | 0.00% | 26:34 | 18:26 | 18:26 | 25:56 | 27:36 | 36:13 | 09:10 | 06:47 |
 | Mirana | 104 | 43.88% | 93.6 | 61.54% | +3.65% | +15.38% | 0.00% | -3.56% | 18:37 | 11:32 | 16:14 | 17:46 | 20:33 | 40:25 | 04:19 | 03:11 |
 | Venomancer | 5 | 29.41% | 91.5 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 12:44 | 10:32 | 10:32 | 12:02 | 13:18 | 15:49 | 02:46 | 02:02 |
 | Magnus | 11 | 61.11% | 89.4 | 63.64% | +35.07% | +3.03% | +3.03% | 0.00% | 11:57 | 08:47 | 10:00 | 11:38 | 12:44 | 16:17 | 02:44 | 02:01 |
 | Dawnbreaker | 24 | 45.28% | 87.2 | 62.50% | +14.22% | +4.17% | +4.17% | 0.00% | 12:38 | 09:36 | 10:49 | 11:34 | 12:41 | 26:19 | 01:52 | 01:22 |
 | Death Prophet | 120 | 60.30% | 85.1 | 55.83% | +8.99% | +17.50% | -19.16% | -15.38% | 11:49 | 07:32 | 10:36 | 11:28 | 12:59 | 16:58 | 02:23 | 01:45 |
 | Dark Seer | 35 | 92.11% | 83.0 | 54.29% | -45.71% | +12.38% | -9.85% | -8.89% | 12:29 | 08:47 | 10:44 | 12:02 | 13:14 | 20:09 | 02:30 | 01:51 |
 | Doom | 38 | 21.11% | 80.9 | 63.16% | +22.31% | +6.84% | -18.72% | -8.57% | 13:07 | 08:06 | 11:34 | 13:23 | 14:33 | 19:12 | 02:59 | 02:12 |
 | Chen | 19 | 86.36% | 78.7 | 52.63% | +19.30% | -32.63% | +7.37% | 13.64% | 10:38 | 07:53 | 08:28 | 10:00 | 11:24 | 18:31 | 02:56 | 02:10 |
 | Enigma | 59 | 83.10% | 76.6 | 50.85% | +9.18% | +22.48% | -10.85% | -16.67% | 10:59 | 08:10 | 09:36 | 10:43 | 11:36 | 20:41 | 02:00 | 01:28 |
 | Snapfire | 114 | 49.57% | 74.5 | 51.75% | +11.23% | +6.87% | -5.32% | -1.76% | 15:02 | 08:17 | 11:04 | 13:36 | 18:00 | 36:32 | 06:56 | 05:08 |
 | Keeper of the Light | 33 | 48.53% | 72.3 | 54.55% | +17.41% | +32.95% | -17.05% | -9.12% | 09:48 | 04:17 | 06:13 | 08:21 | 11:42 | 18:53 | 05:29 | 04:03 |
 | Tidehunter | 27 | 42.19% | 70.2 | 55.56% | +12.32% | +1.58% | +1.58% | 0.00% | 13:54 | 09:52 | 12:07 | 13:24 | 14:36 | 28:24 | 02:29 | 01:50 |
 | Underlord | 20 | 50.00% | 68.1 | 55.00% | 0.00% | -15.00% | -15.00% | 0.00% | 14:30 | 08:53 | 12:28 | 13:02 | 15:03 | 21:34 | 02:35 | 01:54 |
 | Broodmother | 73 | 92.41% | 66.0 | 47.95% | -2.05% | +24.27% | +2.05% | -5.01% | 14:24 | 09:27 | 12:02 | 13:26 | 16:28 | 22:06 | 04:26 | 03:17 |
 | Undying | 32 | 15.31% | 63.8 | 59.38% | +14.75% | +3.12% | -9.38% | -2.27% | 21:05 | 11:37 | 18:20 | 20:59 | 23:50 | 31:40 | 05:30 | 04:04 |
 | Visage | 22 | 42.31% | 61.7 | 54.55% | +4.55% | +12.12% | +25.45% | 1.86% | 14:45 | 09:35 | 10:53 | 13:26 | 18:02 | 27:39 | 07:09 | 05:17 |
 | Jakiro | 8 | 8.99% | 59.6 | 75.00% | +29.32% | -75.00% | +25.00% | 0.00% | 19:18 | 13:08 | 16:13 | 18:12 | 21:53 | 25:25 | 05:40 | 04:11 |
 | Pangolier | 21 | 10.29% | 57.4 | 61.90% | +8.35% | +18.10% | +18.10% | 0.00% | 17:04 | 09:53 | 12:10 | 13:56 | 16:45 | 50:43 | 04:35 | 03:23 |
 | Io | 38 | 64.41% | 55.3 | 44.74% | -12.40% | -4.74% | -11.41% | -1.03% | 16:51 | 10:13 | 13:31 | 15:32 | 20:01 | 29:03 | 06:30 | 04:48 |
 | Leshrac | 5 | 4.46% | 53.2 | 80.00% | +31.40% | +20.00% | +20.00% | 0.00% | 10:57 | 09:53 | 09:53 | 11:07 | 11:10 | 11:46 | 01:17 | 00:57 |
 | Necrophos | 3 | 21.43% | 51.1 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 13:03 | 12:56 | 12:56 | 13:04 | 13:08 | 13:08 | 00:12 | 00:08 |
 | Beastmaster | 20 | 9.62% | 48.9 | 50.00% | -2.66% | +10.00% | +10.00% | 0.00% | 17:56 | 10:46 | 13:37 | 17:12 | 19:24 | 32:15 | 05:47 | 04:17 |
 | Dazzle | 3 | 20.00% | 46.8 | 66.67% | +25.00% | +33.33% | 0.00% | -2.49% | 28:55 | 22:48 | 22:48 | 27:44 | 36:12 | 36:12 | 13:24 | 09:55 |
 | Timbersaw | 6 | 6.12% | 44.7 | 66.67% | +17.76% | -16.67% | +33.33% | 0.00% | 15:00 | 10:02 | 12:03 | 14:30 | 15:43 | 22:24 | 03:40 | 02:42 |
 | Hoodwink | 4 | 4.65% | 42.6 | 75.00% | +40.85% | +25.00% | +25.00% | 0.00% | 24:06 | 19:07 | 19:07 | 22:50 | 25:57 | 28:30 | 06:50 | 05:03 |
 | Rubick | 30 | 7.69% | 40.4 | 43.33% | -3.89% | +19.17% | +13.81% | -1.18% | 18:30 | 09:44 | 15:57 | 17:20 | 20:30 | 31:43 | 04:33 | 03:22 |
 | Techies | 8 | 14.29% | 38.3 | 50.00% | +14.58% | 0.00% | 0.00% | 0.00% | 23:39 | 16:08 | 19:49 | 21:03 | 27:39 | 29:08 | 07:50 | 05:48 |
 | Warlock | 1 | 7.14% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.49% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 00:00 | 00:00 |
 | Primal Beast | 8 | 4.68% | 31.9 | 37.50% | -10.97% | +12.50% | -37.50% | 0.00% | 13:25 | 10:30 | 11:09 | 13:24 | 14:15 | 18:06 | 03:06 | 02:17 |
 | Storm Spirit | 1 | 0.71% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 00:00 | 00:00 |
 | Viper | 2 | 8.70% | 27.7 | 50.00% | -11.90% | -50.00% | 0.00% | 0.00% | 15:24 | 13:09 | 13:09 | 17:39 | 17:39 | 17:39 | 04:30 | 03:20 |
 | Bounty Hunter | 2 | 5.56% | 25.5 | 50.00% | -11.76% | +50.00% | 0.00% | 0.00% | 19:52 | 11:16 | 11:16 | 28:28 | 28:28 | 28:28 | 17:12 | 12:44 |
 | Alchemist | 3 | 4.29% | 23.4 | 33.33% | -21.89% | -33.33% | 0.00% | 0.00% | 18:22 | 08:16 | 08:16 | 22:26 | 24:24 | 24:24 | 16:08 | 11:57 |
 | Disruptor | 2 | 0.59% | 21.3 | 50.00% | -4.30% | -50.00% | 0.00% | 0.00% | 17:18 | 16:29 | 16:29 | 18:06 | 18:06 | 18:06 | 01:37 | 01:11 |
 | Batrider | 3 | 3.45% | 19.1 | 33.33% | -11.91% | +66.67% | 0.00% | 0.00% | 11:58 | 10:33 | 10:33 | 10:41 | 14:41 | 14:41 | 04:08 | 03:03 |
 | Treant Protector | 3 | 3.19% | 17.0 | 33.33% | -10.63% | +66.67% | 0.00% | 0.00% | 20:30 | 15:57 | 15:57 | 20:16 | 25:17 | 25:17 | 09:20 | 06:54 |
 | Dark Willow | 1 | 4.55% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 00:00 | 00:00 |
 | Oracle | 1 | 7.69% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:47 | 22:47 | 22:47 | 22:47 | 22:47 | 22:47 | 00:00 | 00:00 |
 | Enchantress | 2 | 1.06% | 10.6 | 0.00% | -47.59% | 0.00% | 0.00% | 0.00% | 24:29 | 16:11 | 16:11 | 32:46 | 32:46 | 32:46 | 16:35 | 12:17 |
 | Nature's Prophet | 1 | 0.52% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.67% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 00:00 | 00:00 |
 | Sand King | 1 | 7.69% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 1.47% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 00:00 | 00:00 |