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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 | |
 | Magic Wand | 13 | 56.52% | 100.0 | 61.54% | +31.54% | +5.13% | -28.21% | -8.97% | 09:05 | 03:29 | 06:23 | 08:31 | 10:06 | 18:39 | 03:43 | 02:45 |
 | Fluffy Hat | 19 | 82.61% | 96.6 | 52.63% | +27.63% | +27.37% | -32.63% | -8.61% | 12:06 | -01:28 | 07:36 | 10:22 | 14:34 | 28:09 | 06:58 | 05:09 |
 | Boots of Speed | 23 | 100.00% | 93.1 | 47.83% | +47.83% | +35.50% | -14.50% | -20.13% | 05:17 | 00:49 | 03:32 | 04:47 | 06:01 | 10:51 | 02:29 | 01:50 |
 | Tranquil Boots | 23 | 100.00% | 89.7 | 47.83% | +47.83% | +35.50% | -14.50% | -17.44% | 07:42 | 04:39 | 05:53 | 07:04 | 08:45 | 13:29 | 02:52 | 02:07 |
 | Wind Lace | 23 | 100.00% | 86.2 | 47.83% | +47.83% | +2.17% | +35.50% | 17.09% | 01:16 | -01:29 | -01:29 | 01:38 | 03:26 | 06:48 | 04:55 | 03:38 |
 | Magic Stick | 15 | 65.22% | 82.8 | 53.33% | +15.83% | -28.33% | -3.33% | 4.36% | 03:36 | -01:29 | -01:15 | 04:14 | 06:59 | 09:21 | 08:14 | 06:05 |
 | Force Staff | 13 | 56.52% | 79.3 | 53.85% | +13.85% | +12.82% | -20.52% | -5.42% | 23:07 | 15:38 | 18:45 | 21:31 | 24:54 | 34:57 | 06:09 | 04:33 |
 | Chainmail | 6 | 26.09% | 75.9 | 66.67% | +25.49% | +33.33% | -66.67% | -6.40% | 16:51 | 08:51 | 09:30 | 10:22 | 25:07 | 27:32 | 15:37 | 11:34 |
 | Ring of Basilius | 4 | 17.39% | 72.4 | 75.00% | +32.89% | +25.00% | +25.00% | 0.00% | 01:44 | -01:29 | -01:29 | -01:29 | -01:29 | 11:22 | 00:00 | 00:00 |
 | Headdress | 2 | 8.70% | 69.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 08:31 | 07:44 | 07:44 | 09:18 | 09:18 | 09:18 | 01:34 | 01:09 |
 | Mekansm | 2 | 8.70% | 65.5 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 12:26 | 11:44 | 11:44 | 13:07 | 13:07 | 13:07 | 01:23 | 01:01 |
 | Glimmer Cape | 16 | 69.57% | 62.1 | 43.75% | -13.39% | -18.75% | +31.25% | 6.33% | 20:40 | 14:20 | 16:09 | 18:10 | 24:03 | 27:59 | 07:54 | 05:51 |
 | Void Stone | 5 | 21.74% | 58.6 | 60.00% | +15.56% | +40.00% | -60.00% | -6.40% | 34:02 | 23:56 | 23:56 | 31:43 | 39:34 | 47:51 | 15:38 | 11:34 |
 | Crown | 5 | 21.74% | 55.2 | 60.00% | +15.56% | +40.00% | -60.00% | -5.27% | 20:11 | 10:06 | 10:06 | 19:54 | 29:05 | 30:29 | 18:59 | 14:03 |
 | Ghost Scepter | 9 | 39.13% | 51.7 | 44.44% | -5.56% | +5.56% | -44.44% | -3.46% | 27:07 | 16:35 | 18:33 | 28:19 | 33:01 | 36:26 | 14:28 | 10:42 |
 | Solar Crest | 3 | 13.04% | 48.3 | 66.67% | +21.67% | +33.33% | 0.00% | 0.00% | 21:09 | 12:21 | 12:21 | 21:54 | 29:12 | 29:12 | 16:51 | 12:28 |
 | Aghanim's Scepter | 3 | 13.04% | 44.8 | 66.67% | +21.67% | +33.33% | 0.00% | 0.00% | 30:06 | 22:29 | 22:29 | 23:26 | 44:23 | 44:23 | 21:54 | 16:13 |
 | Aghanim's Shard | 11 | 47.83% | 41.4 | 36.36% | -21.97% | +30.31% | -3.03% | -9.35% | 25:16 | 20:01 | 22:27 | 24:33 | 26:01 | 32:56 | 03:34 | 02:38 |
 | Medallion of Courage | 4 | 17.39% | 37.9 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 20:39 | 10:15 | 10:15 | 19:41 | 25:07 | 27:33 | 14:52 | 11:00 |
 | Blight Stone | 4 | 17.39% | 34.5 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 20:27 | 09:26 | 09:26 | 19:41 | 25:07 | 27:33 | 15:41 | 11:37 |
 | Veil of Discord | 1 | 4.35% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 00:00 | 00:00 |
 | Null Talisman | 1 | 4.35% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.35% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 8.70% | 20.7 | 50.00% | +2.38% | +50.00% | 0.00% | 0.00% | 39:51 | 31:43 | 31:43 | 47:59 | 47:59 | 47:59 | 16:16 | 12:02 |
 | Aether Lens | 2 | 8.70% | 17.2 | 50.00% | +2.38% | +50.00% | 0.00% | 0.00% | 31:59 | 24:03 | 24:03 | 39:54 | 39:54 | 39:54 | 15:51 | 11:44 |
 | Urn of Shadows | 1 | 4.35% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 4.35% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 4.35% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.35% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |