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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 | |
 | Blink Dagger | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 00:00 | 00:00 |
 | Brigand's Blade | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 00:00 | 00:00 |
 | Penta-Edged Sword | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 |
 | Possessed Mask | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Elven Tunic | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 00:00 | 00:00 |
 | Titan Sliver | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Ninja Gear | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Vambrace | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Soul Ring | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:01 | 05:01 | 05:01 | 05:01 | 05:01 | 05:01 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:27 | 45:27 | 45:27 | 45:27 | 45:27 | 45:27 | 00:00 | 00:00 |
 | Radiance | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 00:00 | 00:00 |
 | Chainmail | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:33 | 06:33 | 06:33 | 06:33 | 06:33 | 06:33 | 00:00 | 00:00 |
 | Black King Bar | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 00:00 | 00:00 |
 | Buckler | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 00:00 | 00:00 |
 | Phase Boots | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:03 | 07:03 | 07:03 | 07:03 | 07:03 | 07:03 | 00:00 | 00:00 |
 | Boots of Speed | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:20 | 04:20 | 04:20 | 04:20 | 04:20 | 04:20 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:34 | 02:34 | 02:34 | 02:34 | 02:34 | 02:34 | 00:00 | 00:00 |
 | Pig Pole | 1 | 100.00% | nan | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |