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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 | |
 | Soul Ring | 5 | 45.45% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 08:16 | 06:28 | 06:28 | 08:38 | 09:06 | 10:12 | 02:38 | 01:57 |
 | Holy Locket | 5 | 45.45% | 97.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 15:57 | 09:35 | 09:35 | 11:58 | 20:53 | 26:27 | 11:18 | 08:22 |
 | Headdress | 9 | 81.82% | 93.9 | 88.89% | +88.89% | -38.89% | +11.11% | 9.43% | 10:13 | -01:29 | 07:44 | 11:58 | 13:02 | 18:45 | 05:18 | 03:55 |
 | Chainmail | 8 | 72.73% | 90.9 | 87.50% | +54.17% | +12.50% | +12.50% | 0.00% | 13:01 | 08:40 | 09:43 | 11:40 | 14:24 | 19:19 | 04:41 | 03:28 |
 | Ring of Protection | 8 | 72.73% | 87.9 | 87.50% | +54.17% | +12.50% | -37.50% | -13.76% | 07:51 | 02:28 | 05:27 | 06:49 | 09:05 | 13:48 | 03:38 | 02:41 |
 | Mekansm | 8 | 72.73% | 84.8 | 87.50% | +54.17% | -37.50% | +12.50% | 17.54% | 14:39 | 11:04 | 12:08 | 14:10 | 14:59 | 19:41 | 02:51 | 02:06 |
 | Buckler | 8 | 72.73% | 81.8 | 87.50% | +54.17% | +12.50% | +12.50% | 0.00% | 15:56 | 02:28 | 11:53 | 18:49 | 19:52 | 20:30 | 07:59 | 05:54 |
 | Guardian Greaves | 8 | 72.73% | 78.8 | 87.50% | +54.17% | +12.50% | +12.50% | 0.00% | 19:40 | 14:35 | 17:14 | 21:03 | 21:42 | 22:14 | 04:28 | 03:18 |
 | Arcane Boots | 10 | 90.91% | 75.8 | 80.00% | +80.00% | +20.00% | -30.00% | -16.13% | 08:46 | 04:15 | 05:12 | 06:42 | 08:18 | 23:16 | 03:06 | 02:17 |
 | Boots of Speed | 11 | 100.00% | 72.7 | 72.73% | +72.73% | +27.27% | -6.06% | -14.60% | 04:36 | 01:58 | 02:36 | 03:47 | 04:53 | 10:12 | 02:17 | 01:41 |
 | Ring of Health | 6 | 54.55% | 69.7 | 83.33% | +23.33% | +16.67% | +16.67% | 0.00% | 22:01 | 12:28 | 17:31 | 20:28 | 28:25 | 28:59 | 10:54 | 08:04 |
 | Hood of Defiance | 6 | 54.55% | 66.7 | 83.33% | +23.33% | +16.67% | +16.67% | 0.00% | 22:14 | 12:33 | 17:45 | 20:49 | 28:25 | 29:12 | 10:40 | 07:54 |
 | Magic Wand | 10 | 90.91% | 63.6 | 70.00% | -30.00% | -3.33% | -20.00% | -1.87% | 05:05 | -01:29 | -01:29 | 03:59 | 10:23 | 16:31 | 11:52 | 08:47 |
 | Pipe of Insight | 5 | 45.45% | 60.6 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 28:37 | 16:37 | 16:37 | 30:43 | 32:54 | 36:38 | 16:17 | 12:03 |
 | Fluffy Hat | 7 | 63.64% | 57.6 | 71.43% | -3.57% | +28.57% | -21.43% | -5.04% | 16:16 | 07:02 | 08:11 | 14:43 | 18:06 | 30:57 | 09:55 | 07:20 |
 | Magic Stick | 6 | 54.55% | 54.5 | 66.67% | -13.33% | +33.33% | +33.33% | 0.00% | 02:34 | -01:29 | -01:29 | 00:49 | 03:53 | 09:55 | 05:22 | 03:58 |
 | Quelling Blade | 2 | 18.18% | 51.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 04:14 | -01:29 | -01:29 | 09:57 | 09:57 | 09:57 | 11:26 | 08:28 |
 | Ring of Basilius | 2 | 18.18% | 48.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 00:04 | -01:29 | -01:29 | 01:36 | 01:36 | 01:36 | 03:05 | 02:17 |
 | Wind Lace | 2 | 18.18% | 45.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 14:07 | 06:47 | 06:47 | 21:27 | 21:27 | 21:27 | 14:40 | 10:51 |
 | Aghanim's Shard | 7 | 63.64% | 42.4 | 57.14% | -42.86% | -7.14% | -7.14% | 0.00% | 23:13 | 15:25 | 17:30 | 24:45 | 25:22 | 30:39 | 07:52 | 05:49 |
 | Spirit Vessel | 1 | 9.09% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:38 | 18:38 | 18:38 | 18:38 | 18:38 | 18:38 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 9.09% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 9.09% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 9.09% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 9.09% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 00:00 | 00:00 |
 | Force Staff | 2 | 18.18% | 24.2 | 50.00% | -27.78% | +50.00% | 0.00% | 0.00% | 33:11 | 28:41 | 28:41 | 37:40 | 37:40 | 37:40 | 08:59 | 06:39 |
 | Wraith Band | 2 | 18.18% | 21.2 | 50.00% | -27.78% | +50.00% | 0.00% | 0.00% | 00:28 | -01:26 | -01:26 | 02:22 | 02:22 | 02:22 | 03:48 | 02:48 |
 | Blink Dagger | 4 | 36.36% | 18.2 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 28:15 | 09:55 | 09:55 | 21:26 | 29:46 | 51:53 | 19:51 | 14:42 |
 | Black King Bar | 1 | 9.09% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 9.09% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 00:00 | 00:00 |
 | Aether Lens | 1 | 9.09% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Void Stone | 1 | 9.09% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 00:00 | 00:00 |
 | Bottle | 1 | 9.09% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:22 | 01:22 | 01:22 | 01:22 | 01:22 | 01:22 | 00:00 | 00:00 |