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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 | |
 | Wind Lace | 8 | 42.11% | 100.0 | 75.00% | +47.73% | +25.00% | +25.00% | 0.00% | 10:30 | 01:04 | 01:44 | 04:38 | 14:08 | 28:16 | 12:24 | 09:11 |
 | Holy Locket | 16 | 84.21% | 96.4 | 50.00% | +16.67% | +25.00% | -50.00% | -13.04% | 21:48 | 10:55 | 18:26 | 20:43 | 24:11 | 37:05 | 05:45 | 04:15 |
 | Boots of Speed | 19 | 100.00% | 92.9 | 47.37% | +47.37% | +12.63% | -7.37% | -8.63% | 05:06 | -01:29 | 04:23 | 05:45 | 06:42 | 09:43 | 02:19 | 01:42 |
 | Magic Stick | 19 | 100.00% | 89.3 | 47.37% | +47.37% | +32.63% | -27.37% | -7.21% | 05:01 | -01:29 | 00:13 | 04:47 | 08:32 | 12:18 | 08:19 | 06:09 |
 | Magic Wand | 19 | 100.00% | 85.7 | 47.37% | +47.37% | -7.37% | +32.63% | 11.11% | 10:58 | 05:21 | 08:43 | 10:35 | 12:19 | 18:44 | 03:36 | 02:40 |
 | Glimmer Cape | 6 | 31.58% | 82.1 | 66.67% | +28.21% | -16.67% | +33.33% | 14.08% | 23:42 | 19:58 | 21:38 | 24:34 | 25:11 | 26:03 | 03:33 | 02:37 |
 | Fluffy Hat | 17 | 89.47% | 78.6 | 47.06% | -2.94% | +2.94% | +27.94% | 4.48% | 15:10 | 09:20 | 11:08 | 14:07 | 16:43 | 30:23 | 05:35 | 04:08 |
 | Headdress | 17 | 89.47% | 75.0 | 47.06% | -2.94% | +52.94% | -22.06% | -14.06% | 19:04 | 07:05 | 15:16 | 18:09 | 20:36 | 36:10 | 05:20 | 03:57 |
 | Tranquil Boots | 4 | 21.05% | 71.4 | 75.00% | +35.00% | -75.00% | +25.00% | 0.00% | 19:19 | 13:27 | 13:27 | 15:51 | 18:53 | 29:06 | 05:26 | 04:01 |
 | Solar Crest | 2 | 10.53% | 67.9 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 31:06 | 30:13 | 30:13 | 31:59 | 31:59 | 31:59 | 01:46 | 01:18 |
 | Arcane Boots | 15 | 78.95% | 64.3 | 46.67% | -3.33% | +3.33% | -46.67% | -24.39% | 13:42 | 04:03 | 12:37 | 13:08 | 14:40 | 22:01 | 02:03 | 01:31 |
 | Chainmail | 5 | 26.32% | 60.7 | 60.00% | +17.14% | +40.00% | +40.00% | 0.00% | 21:57 | 06:23 | 06:23 | 24:23 | 29:19 | 31:59 | 22:56 | 16:59 |
 | Crown | 3 | 15.79% | 57.1 | 66.67% | +22.92% | +33.33% | 0.00% | 0.00% | 25:43 | 08:20 | 08:20 | 29:39 | 39:10 | 39:10 | 30:50 | 22:50 |
 | Medallion of Courage | 4 | 21.05% | 53.6 | 50.00% | +3.33% | -50.00% | +50.00% | 0.00% | 27:17 | 23:26 | 23:26 | 24:23 | 29:20 | 31:59 | 05:54 | 04:22 |
 | Blight Stone | 4 | 21.05% | 50.0 | 50.00% | +3.33% | -50.00% | +50.00% | 0.00% | 27:17 | 23:26 | 23:26 | 24:23 | 29:20 | 31:59 | 05:54 | 04:22 |
 | Echo Sabre | 1 | 5.26% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:34 | 12:34 | 12:34 | 12:34 | 12:34 | 12:34 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.26% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 00:00 | 00:00 |
 | Soul Ring | 1 | 5.26% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:31 | 03:31 | 03:31 | 03:31 | 03:31 | 03:31 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 5.26% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Black King Bar | 1 | 5.26% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.26% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:15 | 39:15 | 39:15 | 39:15 | 39:15 | 39:15 | 00:00 | 00:00 |
 | Phase Boots | 1 | 5.26% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:13 | 08:13 | 08:13 | 08:13 | 08:13 | 08:13 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.26% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Force Staff | 2 | 10.53% | 17.9 | 50.00% | +2.94% | -50.00% | 0.00% | 0.00% | 33:16 | 31:19 | 31:19 | 35:13 | 35:13 | 35:13 | 03:54 | 02:53 |
 | Ring of Basilius | 2 | 10.53% | 14.3 | 50.00% | +2.94% | -50.00% | 0.00% | 0.00% | 05:38 | 04:20 | 04:20 | 06:55 | 06:55 | 06:55 | 02:35 | 01:54 |
 | Quelling Blade | 2 | 10.53% | 10.7 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ghost Scepter | 4 | 21.05% | 7.1 | 25.00% | -28.33% | -25.00% | -25.00% | 0.00% | 29:55 | 26:12 | 26:12 | 26:24 | 29:34 | 37:31 | 03:22 | 02:29 |
 | Ring of Protection | 4 | 21.05% | 3.6 | 25.00% | -28.33% | -25.00% | +75.00% | 0.00% | -00:31 | -01:29 | -01:29 | -01:29 | -01:29 | 02:22 | 00:00 | 00:00 |