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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 | |
 | Ghost Scepter | 187 | 4.92% | 45.5 | 54.01% | +4.80% | -5.07% | -7.20% | -0.20% | 30:49 | 15:16 | 24:48 | 30:01 | 35:18 | 1:01:22 | 07:46 |
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 | |
 | Puck | 5 | 12.50% | 100.0 | 100.00% | +65.71% | 0.00% | 0.00% | 0.00% | 35:51 | 26:25 | 26:25 | 33:58 | 41:38 | 47:32 | 15:13 | 11:16 |
 | Sand King | 23 | 17.29% | 97.7 | 65.22% | +12.49% | +1.45% | +1.45% | 0.00% | 28:18 | 16:36 | 21:30 | 26:10 | 32:36 | 51:05 | 11:06 | 08:13 |
 | Keeper of the Light | 27 | 25.23% | 95.5 | 55.56% | +0.56% | +15.87% | +1.58% | -2.06% | 24:37 | 15:16 | 20:11 | 24:01 | 27:08 | 36:10 | 06:57 | 05:08 |
 | Bane | 6 | 4.51% | 93.2 | 83.33% | +29.79% | -33.33% | +16.67% | 0.00% | 31:45 | 25:30 | 26:41 | 27:28 | 37:52 | 40:50 | 11:11 | 08:17 |
 | Undying | 4 | 14.81% | 90.9 | 75.00% | +18.48% | +25.00% | +25.00% | 0.00% | 33:05 | 26:33 | 26:33 | 29:06 | 32:03 | 44:36 | 05:30 | 04:04 |
 | Death Prophet | 13 | 11.50% | 88.6 | 53.85% | +8.85% | +46.15% | -20.52% | -6.03% | 26:34 | 15:53 | 19:30 | 24:26 | 30:33 | 51:53 | 11:03 | 08:11 |
 | Tidehunter | 2 | 4.44% | 86.4 | 100.00% | +67.44% | 0.00% | 0.00% | 0.00% | 24:40 | 22:59 | 22:59 | 26:20 | 26:20 | 26:20 | 03:21 | 02:28 |
 | Io | 9 | 13.64% | 84.1 | 55.56% | +8.19% | -5.56% | +44.44% | 6.68% | 31:13 | 24:48 | 25:19 | 31:10 | 32:48 | 42:44 | 07:29 | 05:32 |
 | Void Spirit | 5 | 15.63% | 81.8 | 60.00% | +19.26% | -60.00% | +40.00% | 0.00% | 25:11 | 15:32 | 15:32 | 27:09 | 31:14 | 35:18 | 15:42 | 11:37 |
 | Techies | 3 | 17.65% | 79.5 | 66.67% | +45.24% | +33.33% | 0.00% | 0.00% | 33:20 | 25:57 | 25:57 | 36:30 | 37:34 | 37:34 | 11:37 | 08:36 |
 | Earth Spirit | 5 | 15.15% | 77.3 | 60.00% | +13.57% | +40.00% | +40.00% | 0.00% | 33:10 | 26:24 | 26:24 | 31:39 | 34:11 | 42:24 | 07:47 | 05:45 |
 | Hoodwink | 7 | 7.45% | 75.0 | 57.14% | +7.71% | +42.86% | -7.14% | 0.00% | 37:06 | 29:50 | 34:30 | 35:12 | 35:35 | 47:27 | 01:05 | 00:48 |
 | Snapfire | 5 | 8.77% | 72.7 | 60.00% | +27.31% | -60.00% | +40.00% | 0.00% | 35:02 | 26:44 | 26:44 | 33:09 | 37:24 | 49:59 | 10:40 | 07:54 |
 | Visage | 1 | 9.09% | 70.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Lich | 1 | 9.09% | 68.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 00:00 | 00:00 |
 | Grimstroke | 8 | 10.53% | 65.9 | 50.00% | +10.29% | 0.00% | 0.00% | 0.00% | 34:35 | 24:36 | 25:21 | 33:03 | 34:14 | 50:18 | 08:53 | 06:34 |
 | Nyx Assassin | 1 | 6.67% | 63.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 6.67% | 61.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 |
 | Clockwerk | 4 | 11.76% | 59.1 | 50.00% | +3.33% | +50.00% | -50.00% | -31.25% | 35:11 | 30:01 | 30:01 | 30:10 | 33:13 | 47:20 | 03:12 | 02:22 |
 | Beastmaster | 1 | 3.85% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 22.22% | 54.5 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 44:43 | 41:58 | 41:58 | 47:27 | 47:27 | 47:27 | 05:29 | 04:03 |
 | Timbersaw | 1 | 2.63% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 00:00 | 00:00 |
 | Tusk | 1 | 2.44% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Shadow Shaman | 4 | 6.78% | 47.7 | 50.00% | +0.91% | +50.00% | -50.00% | 0.00% | 29:37 | 25:56 | 25:56 | 26:34 | 32:52 | 33:07 | 06:56 | 05:08 |
 | Shadow Demon | 4 | 6.15% | 45.5 | 50.00% | -9.02% | -50.00% | +50.00% | 0.00% | 25:14 | 17:43 | 17:43 | 22:52 | 28:03 | 32:17 | 10:20 | 07:39 |
 | Mirana | 4 | 5.97% | 43.2 | 50.00% | -3.97% | +50.00% | -50.00% | 0.00% | 33:04 | 25:54 | 25:54 | 32:58 | 34:11 | 39:12 | 08:17 | 06:08 |
 | Ember Spirit | 1 | 1.06% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:57 | 43:57 | 43:57 | 43:57 | 43:57 | 43:57 | 00:00 | 00:00 |
 | Skywrath Mage | 8 | 23.53% | 38.6 | 25.00% | -28.85% | -25.00% | +25.00% | 3.77% | 32:49 | 23:28 | 25:13 | 30:08 | 38:28 | 42:33 | 13:15 | 09:48 |
 | Jakiro | 3 | 15.79% | 36.4 | 33.33% | -16.67% | +66.67% | 0.00% | -14.60% | 20:52 | 19:15 | 19:15 | 19:31 | 23:49 | 23:49 | 04:34 | 03:22 |
 | Rubick | 3 | 10.71% | 34.1 | 33.33% | -30.67% | -33.33% | 0.00% | 1.32% | 31:58 | 18:21 | 18:21 | 33:57 | 43:37 | 43:37 | 25:16 | 18:42 |
 | Queen of Pain | 3 | 8.57% | 31.8 | 33.33% | -19.80% | -33.33% | 0.00% | 0.00% | 25:38 | 23:54 | 23:54 | 24:48 | 28:13 | 28:13 | 04:19 | 03:11 |
 | Enchantress | 3 | 4.17% | 29.5 | 33.33% | -23.19% | -33.33% | 0.00% | 0.00% | 39:36 | 33:59 | 33:59 | 39:44 | 45:05 | 45:05 | 11:06 | 08:13 |
 | Ogre Magi | 4 | 9.76% | 27.3 | 25.00% | -18.24% | -25.00% | -25.00% | 0.00% | 36:29 | 25:33 | 25:33 | 37:06 | 41:33 | 41:43 | 16:00 | 11:51 |
 | Tiny | 3 | 2.52% | 25.0 | 33.33% | -15.81% | -33.33% | 0.00% | 0.00% | 32:10 | 24:35 | 24:35 | 27:39 | 44:17 | 44:17 | 19:42 | 14:35 |
 | Gyrocopter | 1 | 2.17% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Abaddon | 1 | 2.08% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Disruptor | 1 | 8.33% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 |
 | Zeus | 1 | 25.00% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 00:00 | 00:00 |
 | Mars | 1 | 0.79% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 00:00 | 00:00 |
 | Treant Protector | 1 | 3.23% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Monkey King | 2 | 3.64% | 9.1 | 0.00% | -54.72% | 0.00% | 0.00% | 0.00% | 44:22 | 27:22 | 27:22 | 1:01:22 | 1:01:22 | 1:01:22 | 34:00 | 25:11 |
 | Phoenix | 2 | 6.90% | 6.8 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 33:50 | 30:50 | 30:50 | 36:50 | 36:50 | 36:50 | 06:00 | 04:26 |
 | Pugna | 1 | 1.41% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |
 | Leshrac | 1 | 2.22% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 00:00 | 00:00 |