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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 | |
 | Tranquil Boots | 15 | 62.50% | 100.0 | 60.00% | +37.78% | -35.00% | +15.00% | 4.75% | 18:03 | 08:07 | 11:47 | 16:03 | 22:19 | 32:59 | 10:32 | 07:48 |
 | Glimmer Cape | 5 | 20.83% | 95.7 | 80.00% | +43.16% | +20.00% | +20.00% | 0.00% | 26:50 | 20:12 | 20:12 | 22:44 | 23:03 | 45:59 | 02:51 | 02:06 |
 | Wind Lace | 17 | 70.83% | 91.3 | 52.94% | +24.37% | -52.94% | +22.06% | 4.84% | 14:48 | -01:29 | 06:49 | 13:25 | 22:19 | 32:59 | 15:30 | 11:28 |
 | Void Stone | 20 | 83.33% | 87.0 | 50.00% | +25.00% | +10.00% | +10.00% | 0.00% | 18:01 | 09:28 | 13:37 | 16:24 | 19:20 | 38:35 | 05:43 | 04:14 |
 | Aether Lens | 18 | 75.00% | 82.6 | 50.00% | +16.67% | -10.00% | 0.00% | 1.43% | 18:15 | 11:38 | 14:42 | 16:47 | 21:41 | 24:49 | 06:59 | 05:10 |
 | Boots of Speed | 24 | 100.00% | 78.3 | 45.83% | +45.83% | +4.17% | +4.17% | 0.00% | 04:12 | -01:29 | -01:28 | 05:17 | 06:55 | 14:00 | 08:23 | 06:12 |
 | Blink Dagger | 16 | 66.67% | 73.9 | 50.00% | +12.50% | -25.00% | -25.00% | 0.00% | 32:29 | 19:51 | 26:10 | 28:56 | 34:41 | 53:28 | 08:31 | 06:18 |
 | Fluffy Hat | 6 | 25.00% | 69.6 | 66.67% | +27.78% | +33.33% | -66.67% | 0.00% | 18:52 | 03:50 | 10:23 | 16:10 | 30:29 | 34:40 | 20:06 | 14:53 |
 | Arcane Boots | 17 | 70.83% | 65.2 | 47.06% | +4.20% | +27.94% | +27.94% | 0.00% | 11:08 | 05:34 | 08:24 | 10:07 | 13:11 | 18:35 | 04:47 | 03:32 |
 | Magic Stick | 19 | 79.17% | 60.9 | 42.11% | -17.89% | -2.11% | -2.11% | 0.00% | 06:30 | -01:29 | -01:29 | 07:38 | 11:13 | 18:31 | 12:42 | 09:24 |
 | Magic Wand | 10 | 41.67% | 56.5 | 50.00% | +7.14% | -50.00% | +50.00% | 32.79% | 10:23 | 05:46 | 09:25 | 10:36 | 12:28 | 13:02 | 03:03 | 02:15 |
 | Ring of Basilius | 8 | 33.33% | 52.2 | 50.00% | +6.25% | -50.00% | 0.00% | 19.74% | 03:11 | -01:29 | 01:51 | 03:18 | 04:23 | 05:59 | 02:32 | 01:52 |
 | Aghanim's Scepter | 8 | 33.33% | 47.8 | 50.00% | +6.25% | -50.00% | +50.00% | 9.85% | 31:03 | 20:22 | 23:40 | 28:16 | 33:49 | 41:47 | 10:09 | 07:31 |
 | Force Staff | 3 | 12.50% | 43.5 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 27:27 | 16:52 | 16:52 | 30:49 | 34:40 | 34:40 | 17:48 | 13:11 |
 | Quelling Blade | 1 | 4.17% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.17% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 00:00 | 00:00 |
 | Headdress | 1 | 4.17% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Octarine Core | 1 | 4.17% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.17% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 4.17% | 17.4 | 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 |
 | Aeon Disk | 5 | 20.83% | 13.0 | 40.00% | -7.37% | -40.00% | +60.00% | 0.00% | 39:39 | 35:45 | 35:45 | 41:12 | 41:20 | 41:41 | 05:35 | 04:08 |
 | Ghost Scepter | 3 | 12.50% | 8.7 | 33.33% | -14.29% | +66.67% | 0.00% | 0.00% | 33:25 | 27:30 | 27:30 | 28:42 | 44:03 | 44:03 | 16:33 | 12:15 |
 | Aghanim's Shard | 1 | 4.17% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |