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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 | |
 | Phase Boots | 4 | 25.00% | 100.0 | 75.00% | +58.33% | +25.00% | -75.00% | 0.00% | 11:52 | 08:39 | 08:39 | 10:13 | 14:02 | 14:32 | 05:23 | 03:59 |
 | Magic Wand | 12 | 75.00% | 95.8 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 12:02 | 08:26 | 09:34 | 10:24 | 12:28 | 19:57 | 02:54 | 02:08 |
 | Chainmail | 6 | 37.50% | 91.7 | 50.00% | +30.00% | +50.00% | -50.00% | -8.76% | 13:47 | 07:08 | 07:42 | 12:13 | 19:07 | 21:59 | 11:25 | 08:27 |
 | Wind Lace | 15 | 93.75% | 87.5 | 33.33% | +33.33% | -33.33% | +16.67% | 5.93% | 06:08 | -01:29 | -01:29 | 06:16 | 09:55 | 25:22 | 11:24 | 08:26 |
 | Magic Stick | 15 | 93.75% | 83.3 | 33.33% | +33.33% | +41.67% | -33.33% | -17.65% | 04:13 | -01:29 | -01:28 | 03:18 | 05:43 | 11:17 | 07:11 | 05:19 |
 | Boots of Speed | 16 | 100.00% | 79.2 | 31.25% | +31.25% | +18.75% | -31.25% | -9.46% | 04:29 | -01:29 | -01:29 | 04:59 | 06:46 | 11:01 | 08:15 | 06:06 |
 | Aghanim's Scepter | 4 | 25.00% | 75.0 | 50.00% | +25.00% | -50.00% | +50.00% | 0.00% | 32:08 | 24:59 | 24:59 | 29:50 | 34:37 | 39:05 | 09:38 | 07:08 |
 | Fluffy Hat | 9 | 56.25% | 70.8 | 33.33% | +4.76% | -33.33% | +16.67% | 3.92% | 17:27 | 08:04 | 10:10 | 15:09 | 22:56 | 29:41 | 12:46 | 09:27 |
 | Glimmer Cape | 1 | 6.25% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Void Stone | 1 | 6.25% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 6.25% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 6.25% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 6.25% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 00:00 | 00:00 |
 | Ring of Health | 1 | 6.25% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 00:00 | 00:00 |
 | Force Staff | 6 | 37.50% | 41.7 | 33.33% | +3.33% | +16.67% | +66.67% | 9.29% | 29:06 | 25:30 | 26:04 | 26:53 | 31:27 | 34:59 | 05:23 | 03:59 |
 | Ghost Scepter | 3 | 18.75% | 37.5 | 33.33% | +2.56% | -33.33% | 0.00% | 0.00% | 32:10 | 25:45 | 25:45 | 27:55 | 42:51 | 42:51 | 17:06 | 12:40 |
 | Ring of Basilius | 4 | 25.00% | 33.3 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 12:55 | 08:59 | 08:59 | 12:32 | 14:07 | 16:02 | 05:08 | 03:48 |
 | Veil of Discord | 4 | 25.00% | 29.2 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 17:30 | 15:50 | 15:50 | 16:09 | 17:32 | 20:27 | 01:42 | 01:15 |
 | Crown | 5 | 31.25% | 25.0 | 20.00% | -16.36% | +80.00% | -20.00% | -23.17% | 16:28 | 12:05 | 12:05 | 14:35 | 16:24 | 26:16 | 04:19 | 03:11 |
 | Tranquil Boots | 9 | 56.25% | 20.8 | 11.11% | -46.03% | -11.11% | -11.11% | 0.00% | 10:17 | 07:08 | 07:09 | 10:01 | 11:54 | 15:11 | 04:45 | 03:31 |
 | Medallion of Courage | 2 | 12.50% | 16.7 | 0.00% | -35.71% | 0.00% | 0.00% | 0.00% | 20:33 | 19:07 | 19:07 | 21:59 | 21:59 | 21:59 | 02:52 | 02:07 |
 | Ring of Protection | 2 | 12.50% | 12.5 | 0.00% | -35.71% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Blight Stone | 2 | 12.50% | 8.3 | 0.00% | -35.71% | 0.00% | 0.00% | 0.00% | 20:33 | 19:07 | 19:07 | 21:59 | 21:59 | 21:59 | 02:52 | 02:07 |
 | Aghanim's Shard | 1 | 6.25% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 00:00 | 00:00 |