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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 | |
 | Ring of Health | 2 | 16.67% | 100.0 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 34:29 | 28:01 | 28:01 | 40:57 | 40:57 | 40:57 | 12:56 | 09:34 |
 | Black King Bar | 4 | 33.33% | 96.3 | 75.00% | +50.00% | +25.00% | +25.00% | 0.00% | 30:36 | 26:27 | 26:27 | 30:33 | 31:42 | 33:43 | 05:15 | 03:53 |
 | Blink Dagger | 11 | 91.67% | 92.6 | 45.45% | +45.45% | -12.12% | +21.22% | 8.34% | 16:34 | 12:24 | 13:30 | 15:02 | 17:30 | 23:27 | 04:00 | 02:57 |
 | Phase Boots | 11 | 91.67% | 88.9 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 08:02 | 06:06 | 07:01 | 08:22 | 08:34 | 09:54 | 01:33 | 01:08 |
 | Aghanim's Shard | 11 | 91.67% | 85.2 | 45.45% | +45.45% | -12.12% | +21.22% | 19.23% | 22:10 | 20:00 | 20:04 | 20:58 | 21:48 | 29:52 | 01:44 | 01:17 |
 | Soul Ring | 12 | 100.00% | 81.5 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 05:52 | 02:02 | 02:52 | 04:32 | 07:19 | 16:25 | 04:27 | 03:17 |
 | Boots of Speed | 12 | 100.00% | 77.8 | 41.67% | +41.67% | +58.33% | -8.34% | -31.50% | 04:11 | 01:29 | 03:13 | 03:54 | 05:20 | 06:26 | 02:07 | 01:34 |
 | Ring of Protection | 12 | 100.00% | 74.1 | 41.67% | +41.67% | -8.34% | -41.67% | -14.49% | 02:20 | -01:29 | -01:29 | 02:12 | 03:47 | 07:13 | 05:16 | 03:54 |
 | Quelling Blade | 12 | 100.00% | 70.4 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Chainmail | 12 | 100.00% | 66.7 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 05:29 | 02:19 | 02:52 | 05:16 | 07:13 | 08:50 | 04:21 | 03:13 |
 | Blade Mail | 8 | 66.67% | 63.0 | 37.50% | -12.50% | +62.50% | -37.50% | -7.62% | 19:58 | 11:38 | 13:39 | 16:11 | 26:46 | 32:41 | 13:07 | 09:42 |
 | Magic Stick | 9 | 75.00% | 59.3 | 33.33% | -33.34% | -33.33% | +16.67% | 6.33% | 05:47 | -01:29 | 00:38 | 07:11 | 08:32 | 13:59 | 07:54 | 05:51 |
 | Crown | 1 | 8.33% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |
 | Blight Stone | 1 | 8.33% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Aether Lens | 1 | 8.33% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:16 | 45:16 | 45:16 | 45:16 | 45:16 | 45:16 | 00:00 | 00:00 |
 | Solar Crest | 1 | 8.33% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 8.33% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 8.33% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 00:00 | 00:00 |
 | Vanguard | 1 | 8.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 8.33% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Void Stone | 1 | 8.33% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 00:00 | 00:00 |
 | Wind Lace | 5 | 41.67% | 22.2 | 40.00% | -2.86% | +60.00% | -40.00% | -44.44% | 09:17 | 07:51 | 07:51 | 08:49 | 10:06 | 11:18 | 02:15 | 01:40 |
 | Magic Wand | 7 | 58.33% | 18.5 | 14.29% | -65.71% | -14.29% | +35.71% | 17.96% | 12:24 | 08:51 | 09:03 | 11:11 | 11:50 | 21:37 | 02:47 | 02:03 |
 | Orb of Venom | 2 | 16.67% | 14.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 01:35 | 01:08 | 01:08 | 02:01 | 02:01 | 02:01 | 00:53 | 00:39 |
 | Force Staff | 1 | 8.33% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 8.33% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 8.33% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:12 | 39:12 | 39:12 | 39:12 | 39:12 | 39:12 | 00:00 | 00:00 |