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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.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Force Staff | 17 | 43.59% | 100.0 | 52.94% | +25.67% | +47.06% | +22.06% | -2.42% | 24:52 | 16:08 | 18:02 | 24:51 | 28:23 | 42:01 | 10:21 | 07:40 |
 | Fluffy Hat | 27 | 69.23% | 97.0 | 44.44% | +19.44% | +12.70% | -1.58% | -2.96% | 15:00 | 04:05 | 10:49 | 13:36 | 15:38 | 42:01 | 04:49 | 03:34 |
 | Wind Lace | 35 | 89.74% | 93.9 | 40.00% | +15.00% | +15.56% | -40.00% | -14.13% | 09:12 | -01:29 | 07:23 | 08:59 | 11:19 | 18:09 | 03:56 | 02:54 |
 | Tranquil Boots | 35 | 89.74% | 90.9 | 40.00% | +15.00% | +37.78% | -40.00% | -21.61% | 11:07 | 04:31 | 09:19 | 10:42 | 12:55 | 18:24 | 03:36 | 02:40 |
 | Boots of Speed | 39 | 100.00% | 87.9 | 38.46% | +38.46% | +1.54% | -18.46% | -7.06% | 06:47 | 00:07 | 05:20 | 06:48 | 08:10 | 11:15 | 02:50 | 02:05 |
 | Magic Stick | 39 | 100.00% | 84.8 | 38.46% | +38.46% | -8.46% | -18.46% | -6.82% | 02:02 | -01:30 | -01:29 | 00:30 | 02:57 | 17:12 | 04:26 | 03:17 |
 | Headdress | 4 | 10.26% | 81.8 | 75.00% | +40.71% | +25.00% | +25.00% | 0.00% | 06:22 | -01:29 | -01:29 | -01:29 | -01:29 | 29:55 | 00:00 | 00:00 |
 | Magic Wand | 36 | 92.31% | 78.8 | 36.11% | -30.56% | +41.67% | -25.00% | -9.01% | 08:00 | 02:16 | 03:45 | 06:25 | 11:09 | 17:12 | 07:24 | 05:28 |
 | Aeon Disk | 2 | 5.13% | 75.8 | 100.00% | +64.86% | 0.00% | 0.00% | 0.00% | 47:44 | 37:37 | 37:37 | 57:51 | 57:51 | 57:51 | 20:14 | 14:59 |
 | Void Stone | 7 | 17.95% | 72.7 | 57.14% | +22.76% | +42.86% | -7.14% | -6.36% | 26:10 | 14:28 | 19:33 | 25:13 | 27:25 | 41:45 | 07:52 | 05:49 |
 | Glimmer Cape | 14 | 35.90% | 69.7 | 42.86% | +6.86% | +57.14% | -9.53% | -8.99% | 27:05 | 19:49 | 22:26 | 26:05 | 29:51 | 39:21 | 07:25 | 05:29 |
 | Wraith Pact | 8 | 20.51% | 66.7 | 50.00% | +14.52% | 0.00% | 0.00% | 0.00% | 32:26 | 20:17 | 21:09 | 30:54 | 36:05 | 45:15 | 14:56 | 11:03 |
 | Aether Lens | 5 | 12.82% | 63.6 | 60.00% | +24.71% | +40.00% | +40.00% | 0.00% | 26:24 | 19:10 | 19:10 | 24:20 | 25:13 | 41:45 | 06:03 | 04:28 |
 | Vladmir's Offering | 12 | 30.77% | 60.6 | 41.67% | +4.63% | +25.00% | -8.34% | -3.90% | 29:39 | 15:26 | 24:16 | 27:24 | 32:49 | 51:56 | 08:33 | 06:20 |
 | Morbid Mask | 12 | 30.77% | 57.6 | 41.67% | +4.63% | -8.34% | -8.34% | 0.00% | 28:17 | 14:47 | 18:48 | 24:16 | 32:48 | 51:30 | 14:00 | 10:22 |
 | Ring of Protection | 13 | 33.33% | 54.5 | 38.46% | 0.00% | -5.13% | +28.21% | 2.05% | 23:39 | 08:12 | 13:54 | 22:32 | 30:11 | 51:30 | 16:17 | 12:03 |
 | Buckler | 13 | 33.33% | 51.5 | 38.46% | 0.00% | -5.13% | +28.21% | 2.05% | 23:47 | 08:12 | 13:54 | 23:10 | 30:11 | 51:30 | 16:17 | 12:03 |
 | Ring of Basilius | 14 | 35.90% | 48.5 | 35.71% | -4.29% | -10.71% | +30.96% | 2.47% | 23:18 | 07:09 | 13:19 | 16:33 | 30:11 | 51:30 | 16:52 | 12:29 |
 | Ring of Health | 3 | 7.69% | 45.5 | 66.67% | +30.56% | +33.33% | 0.00% | 0.00% | 27:46 | 22:21 | 22:21 | 27:25 | 33:33 | 33:33 | 11:12 | 08:17 |
 | Pipe of Insight | 1 | 2.56% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.56% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.56% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 00:00 | 00:00 |
 | Drum of Endurance | 5 | 12.82% | 30.3 | 40.00% | +1.76% | -40.00% | +60.00% | 0.00% | 22:21 | 18:47 | 18:47 | 22:38 | 23:54 | 25:15 | 05:07 | 03:47 |
 | Blink Dagger | 2 | 5.13% | 27.3 | 50.00% | +12.16% | +50.00% | 0.00% | 0.00% | 32:02 | 28:28 | 28:28 | 35:35 | 35:35 | 35:35 | 07:07 | 05:16 |
 | Boots of Bearing | 2 | 5.13% | 24.2 | 50.00% | +12.16% | +50.00% | 0.00% | 0.00% | 32:19 | 26:50 | 26:50 | 37:48 | 37:48 | 37:48 | 10:58 | 08:07 |
 | Quelling Blade | 3 | 7.69% | 21.2 | 33.33% | -5.56% | -33.33% | 0.00% | 0.00% | 03:09 | -01:29 | -01:29 | -01:29 | 12:25 | 12:25 | 13:54 | 10:17 |
 | Arcane Boots | 3 | 7.69% | 18.2 | 33.33% | -5.56% | +66.67% | 0.00% | 0.00% | 11:41 | 09:31 | 09:31 | 10:55 | 14:36 | 14:36 | 05:05 | 03:45 |
 | Blight Stone | 1 | 2.56% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.56% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.56% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.56% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 5.13% | 3.0 | 0.00% | -40.54% | 0.00% | 0.00% | 0.00% | 28:07 | 21:28 | 21:28 | 34:46 | 34:46 | 34:46 | 13:18 | 09:51 |