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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 | |
 | Boots of Speed | 8 | 100.00% | 100.0 | 37.50% | +37.50% | +12.50% | +12.50% | 0.00% | 06:15 | 01:43 | 03:57 | 05:59 | 06:38 | 10:08 | 02:41 | 01:59 |
 | Magic Stick | 8 | 100.00% | 96.6 | 37.50% | +37.50% | -37.50% | +62.50% | 100.00% | 01:36 | -01:29 | -01:29 | 02:00 | 02:17 | 06:43 | 03:46 | 02:47 |
 | Wind Lace | 5 | 62.50% | 93.1 | 40.00% | +6.67% | +60.00% | -40.00% | -20.27% | 08:34 | 05:37 | 05:37 | 07:28 | 10:33 | 11:55 | 04:56 | 03:39 |
 | Tranquil Boots | 5 | 62.50% | 89.7 | 40.00% | +6.67% | -40.00% | -40.00% | 0.00% | 10:17 | 08:00 | 08:00 | 10:08 | 11:00 | 12:18 | 03:00 | 02:13 |
 | Sange | 1 | 12.50% | 86.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 12.50% | 82.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 00:00 | 00:00 |
 | Yasha | 1 | 12.50% | 79.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 00:00 | 00:00 |
 | Magic Wand | 7 | 87.50% | 75.9 | 28.57% | -71.43% | -28.57% | -28.57% | 0.00% | 08:11 | 02:48 | 04:43 | 06:43 | 10:15 | 16:24 | 05:32 | 04:05 |
 | Force Staff | 2 | 25.00% | 72.4 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 28:33 | 27:36 | 27:36 | 29:29 | 29:29 | 29:29 | 01:53 | 01:23 |
 | Ring of Protection | 2 | 25.00% | 69.0 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 28:30 | 23:35 | 23:35 | 33:24 | 33:24 | 33:24 | 09:49 | 07:16 |
 | Morbid Mask | 2 | 25.00% | 69.0 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 28:30 | 23:35 | 23:35 | 33:24 | 33:24 | 33:24 | 09:49 | 07:16 |
 | Glimmer Cape | 2 | 25.00% | 62.1 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 30:02 | 18:13 | 18:13 | 41:51 | 41:51 | 41:51 | 23:38 | 17:30 |
 | Vladmir's Offering | 2 | 25.00% | 58.6 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 29:02 | 24:07 | 24:07 | 33:56 | 33:56 | 33:56 | 09:49 | 07:16 |
 | Buckler | 2 | 25.00% | 55.2 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 28:30 | 23:35 | 23:35 | 33:24 | 33:24 | 33:24 | 09:49 | 07:16 |
 | Ring of Basilius | 2 | 25.00% | 51.7 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 21:18 | 09:12 | 09:12 | 33:24 | 33:24 | 33:24 | 24:12 | 17:55 |
 | Aghanim's Scepter | 2 | 25.00% | 48.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 17:08 | 17:00 | 17:00 | 17:16 | 17:16 | 17:16 | 00:16 | 00:11 |
 | Wraith Band | 3 | 37.50% | 44.8 | 33.33% | -6.67% | +66.67% | 0.00% | -18.69% | 02:15 | 00:29 | 00:29 | 02:13 | 04:03 | 04:03 | 03:34 | 02:38 |
 | Power Treads | 3 | 37.50% | 41.4 | 33.33% | -6.67% | +66.67% | 0.00% | -20.83% | 08:03 | 06:25 | 06:25 | 08:06 | 09:37 | 09:37 | 03:12 | 02:22 |
 | Blight Stone | 1 | 12.50% | 37.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 12.50% | 34.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 00:00 | 00:00 |
 | Chainmail | 1 | 12.50% | 31.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 12.50% | 27.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 12.50% | 24.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 12.50% | 20.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Headdress | 1 | 12.50% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 12.50% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 00:00 | 00:00 |
 | Ring of Health | 1 | 12.50% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 25.00% | 6.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 37:27 | 33:26 | 33:26 | 41:28 | 41:28 | 41:28 | 08:02 | 05:57 |
 | Fluffy Hat | 1 | 12.50% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |