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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 | |
 | Soul Ring | 794 | 15.30% | 44.6 | 51.01% | +4.86% | +3.26% | -1.01% | -1.05% | 07:30 | 00:56 | 04:59 | 06:55 | 09:04 | 36:09 | 03:01 |
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 | 52 | 100.00% | 100.0 | 67.31% | +67.31% | +1.92% | -13.46% | -6.89% | 05:17 | 01:49 | 03:56 | 05:07 | 06:10 | 11:18 | 02:14 | 01:39 |
 | Underlord | 36 | 85.71% | 97.6 | 66.67% | -16.66% | -11.11% | +22.22% | 7.75% | 07:53 | 02:53 | 05:01 | 07:48 | 09:19 | 17:05 | 04:18 | 03:11 |
 | Legion Commander | 9 | 50.00% | 95.2 | 66.67% | +33.34% | -66.67% | -16.67% | 10.83% | 06:33 | 01:20 | 04:30 | 06:26 | 09:07 | 10:54 | 04:37 | 03:25 |
 | Brewmaster | 18 | 52.94% | 92.9 | 61.11% | +23.61% | -1.11% | -36.11% | -12.14% | 07:09 | 02:25 | 05:49 | 06:52 | 08:42 | 11:08 | 02:53 | 02:08 |
 | Nyx Assassin | 5 | 21.74% | 90.5 | 80.00% | +24.44% | +20.00% | +20.00% | 0.00% | 15:07 | 06:02 | 06:02 | 11:51 | 13:03 | 34:28 | 07:01 | 05:11 |
 | Io | 51 | 51.52% | 88.1 | 54.90% | +13.23% | +6.64% | -16.44% | -7.65% | 09:08 | 04:25 | 07:10 | 08:21 | 10:11 | 20:57 | 03:01 | 02:14 |
 | Magnus | 7 | 63.64% | 85.7 | 57.14% | +32.14% | -57.14% | -7.14% | 7.75% | 06:38 | 02:12 | 02:43 | 06:38 | 09:10 | 11:04 | 06:27 | 04:46 |
 | Wraith King | 21 | 38.18% | 83.3 | 57.14% | +4.20% | +22.86% | +22.86% | 0.00% | 11:10 | 03:28 | 08:40 | 11:40 | 14:06 | 16:10 | 05:26 | 04:01 |
 | Sand King | 71 | 47.33% | 81.0 | 50.70% | -3.73% | -0.70% | +4.86% | 1.67% | 06:42 | 01:56 | 04:34 | 06:12 | 07:54 | 15:01 | 03:20 | 02:28 |
 | Dragon Knight | 136 | 88.31% | 78.6 | 46.32% | -3.68% | +6.62% | -8.08% | -4.41% | 06:43 | 02:10 | 04:36 | 06:01 | 07:56 | 29:38 | 03:20 | 02:28 |
 | Mars | 170 | 89.95% | 76.2 | 45.88% | +3.77% | -1.69% | +6.50% | 2.05% | 07:31 | 02:04 | 05:17 | 07:11 | 09:17 | 20:34 | 04:00 | 02:57 |
 | Snapfire | 36 | 41.38% | 73.8 | 50.00% | +6.86% | +16.67% | -16.67% | -6.60% | 06:55 | 02:16 | 03:50 | 05:33 | 08:53 | 18:06 | 05:03 | 03:44 |
 | Tiny | 14 | 9.15% | 71.4 | 64.29% | +19.69% | +10.71% | +2.38% | -2.32% | 06:24 | 01:12 | 04:10 | 06:03 | 07:45 | 11:36 | 03:35 | 02:39 |
 | Doom | 15 | 30.61% | 69.0 | 53.33% | -5.49% | +21.67% | -28.33% | -9.12% | 07:48 | 02:51 | 03:45 | 06:45 | 09:14 | 19:49 | 05:29 | 04:03 |
 | Tidehunter | 49 | 90.74% | 66.7 | 40.82% | +40.82% | +9.18% | +0.85% | -1.74% | 07:54 | 03:17 | 05:20 | 07:23 | 10:08 | 17:57 | 04:48 | 03:33 |
 | Alchemist | 5 | 100.00% | 64.3 | 40.00% | +40.00% | +60.00% | -40.00% | -42.86% | 06:05 | 04:44 | 04:44 | 05:54 | 07:04 | 07:29 | 02:20 | 01:43 |
 | Dawnbreaker | 4 | 66.67% | 61.9 | 50.00% | -50.00% | +50.00% | -50.00% | -83.33% | 04:48 | 03:29 | 03:29 | 04:03 | 04:41 | 06:58 | 01:12 | 00:53 |
 | Spirit Breaker | 3 | 33.33% | 59.5 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 14:11 | 07:49 | 07:49 | 16:44 | 18:01 | 18:01 | 10:12 | 07:33 |
 | Witch Doctor | 1 | 20.00% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 00:00 | 00:00 |
 | Pangolier | 3 | 2.22% | 54.8 | 100.00% | +46.97% | 0.00% | 0.00% | 0.00% | 08:45 | 05:58 | 05:58 | 09:26 | 10:51 | 10:51 | 04:53 | 03:37 |
 | Lina | 14 | 25.45% | 52.4 | 50.00% | -6.10% | -25.00% | +16.67% | 19.53% | 05:11 | 03:51 | 04:24 | 04:49 | 06:32 | 07:04 | 02:08 | 01:34 |
 | Chaos Knight | 16 | 14.55% | 50.0 | 50.00% | -6.38% | 0.00% | 0.00% | 0.00% | 06:47 | 00:56 | 04:22 | 06:46 | 08:05 | 12:47 | 03:43 | 02:45 |
 | Death Prophet | 8 | 6.11% | 47.6 | 62.50% | +14.53% | +37.50% | +37.50% | 0.00% | 10:28 | 06:40 | 08:08 | 09:51 | 10:38 | 17:31 | 02:30 | 01:51 |
 | Earthshaker | 1 | 12.50% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:26 | 08:26 | 08:26 | 08:26 | 08:26 | 08:26 | 00:00 | 00:00 |
 | Bristleback | 9 | 75.00% | 42.9 | 33.33% | 0.00% | -33.33% | +16.67% | 22.06% | 08:19 | 06:03 | 07:01 | 08:26 | 09:17 | 10:31 | 02:16 | 01:40 |
 | Tusk | 10 | 20.83% | 40.5 | 40.00% | +0.53% | -6.67% | +60.00% | 37.74% | 08:07 | 03:56 | 05:09 | 05:31 | 06:55 | 24:58 | 01:46 | 01:18 |
 | Winter Wyvern | 1 | 5.00% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |
 | Omniknight | 2 | 18.18% | 35.7 | 50.00% | +16.67% | -50.00% | 0.00% | 7.75% | 11:27 | 08:13 | 08:13 | 14:40 | 14:40 | 14:40 | 06:27 | 04:46 |
 | Dark Seer | 2 | 18.18% | 33.3 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 05:30 | 02:43 | 02:43 | 08:16 | 08:16 | 08:16 | 05:33 | 04:06 |
 | Abaddon | 1 | 1.52% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |
 | Broodmother | 7 | 100.00% | 28.6 | 14.29% | +14.29% | -14.29% | -14.29% | 0.00% | 08:46 | 07:34 | 07:39 | 08:29 | 08:56 | 11:26 | 01:17 | 00:57 |
 | Centaur Warrunner | 2 | 12.50% | 26.2 | 50.00% | +14.29% | +50.00% | 0.00% | 0.00% | 13:14 | 08:59 | 08:59 | 17:29 | 17:29 | 17:29 | 08:30 | 06:17 |
 | Pugna | 1 | 0.86% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 00:00 | 00:00 |
 | Beastmaster | 2 | 5.56% | 21.4 | 50.00% | -17.65% | +50.00% | 0.00% | 0.00% | 21:23 | 06:37 | 06:37 | 36:09 | 36:09 | 36:09 | 29:32 | 21:52 |
 | Clockwerk | 2 | 4.76% | 19.0 | 50.00% | +2.50% | +50.00% | 0.00% | 0.00% | 13:06 | 09:56 | 09:56 | 16:16 | 16:16 | 16:16 | 06:20 | 04:41 |
 | Kunkka | 2 | 3.08% | 16.7 | 50.00% | +0.79% | +50.00% | 0.00% | 0.00% | 08:17 | 07:25 | 07:25 | 09:09 | 09:09 | 09:09 | 01:44 | 01:17 |
 | Storm Spirit | 3 | 2.13% | 14.3 | 33.33% | -22.47% | +66.67% | 0.00% | 0.00% | 06:01 | 03:30 | 03:30 | 07:01 | 07:33 | 07:33 | 04:03 | 03:00 |
 | Treant Protector | 1 | 2.08% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 0.88% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:15 | 10:15 | 10:15 | 10:15 | 10:15 | 10:15 | 00:00 | 00:00 |
 | Rubick | 1 | 2.33% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 00:00 | 00:00 |
 | Leshrac | 1 | 1.69% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:40 | 06:40 | 06:40 | 06:40 | 06:40 | 06:40 | 00:00 | 00:00 |
 | Bane | 1 | 0.61% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 00:00 | 00:00 |