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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 | 5 | 55.56% | 100.0 | 80.00% | +30.00% | +20.00% | -80.00% | -19.17% | 03:35 | -01:29 | -01:29 | 04:12 | 06:42 | 08:10 | 08:11 | 06:03 |
 | Boots of Speed | 9 | 100.00% | 97.0 | 66.67% | +66.67% | -16.67% | +33.33% | 38.96% | 02:30 | 01:12 | 01:13 | 02:00 | 02:30 | 06:37 | 01:17 | 00:57 |
 | Void Stone | 8 | 88.89% | 93.9 | 62.50% | -37.50% | +37.50% | -12.50% | -13.76% | 29:19 | 19:56 | 26:44 | 28:40 | 30:22 | 38:46 | 03:38 | 02:41 |
 | Fluffy Hat | 2 | 22.22% | 90.9 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 13:48 | 09:01 | 09:01 | 18:34 | 18:34 | 18:34 | 09:33 | 07:04 |
 | Kaya | 2 | 22.22% | 87.9 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 25:58 | 16:26 | 16:26 | 35:29 | 35:29 | 35:29 | 19:03 | 14:06 |
 | Scythe of Vyse | 4 | 44.44% | 84.8 | 75.00% | +15.00% | +25.00% | -75.00% | -39.74% | 33:47 | 30:31 | 30:31 | 32:49 | 33:02 | 38:46 | 02:31 | 01:51 |
 | Black King Bar | 7 | 77.78% | 81.8 | 57.14% | -42.86% | +42.86% | +42.86% | 0.00% | 21:50 | 18:57 | 19:56 | 20:38 | 21:15 | 28:06 | 01:19 | 00:58 |
 | Ring of Protection | 7 | 77.78% | 78.8 | 57.14% | -42.86% | -7.14% | -7.14% | 0.00% | 08:44 | 07:42 | 08:25 | 08:42 | 09:04 | 09:17 | 00:39 | 00:28 |
 | Spirit Vessel | 7 | 77.78% | 75.8 | 57.14% | -42.86% | -7.14% | -7.14% | 0.00% | 13:38 | 13:00 | 13:19 | 13:35 | 13:37 | 14:28 | 00:18 | 00:13 |
 | Urn of Shadows | 7 | 77.78% | 72.7 | 57.14% | -42.86% | -7.14% | -7.14% | 0.00% | 09:37 | 09:05 | 09:12 | 09:34 | 09:51 | 10:07 | 00:39 | 00:28 |
 | Magic Stick | 3 | 33.33% | 69.7 | 66.67% | 0.00% | -66.67% | 0.00% | 34.19% | 03:27 | 02:18 | 02:18 | 03:49 | 04:15 | 04:15 | 01:57 | 01:26 |
 | Null Talisman | 3 | 33.33% | 66.7 | 66.67% | 0.00% | +33.33% | 0.00% | -33.33% | 01:56 | 01:37 | 01:37 | 01:46 | 02:24 | 02:24 | 00:47 | 00:34 |
 | Aether Lens | 3 | 33.33% | 63.6 | 66.67% | 0.00% | +33.33% | 0.00% | -2.57% | 32:35 | 27:16 | 27:16 | 30:15 | 40:14 | 40:14 | 12:58 | 09:36 |
 | Ethereal Blade | 1 | 11.11% | 60.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 11.11% | 57.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:13 | 23:13 | 23:13 | 23:13 | 23:13 | 23:13 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 11.11% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 11.11% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 11.11% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 00:00 | 00:00 |
 | Force Staff | 1 | 11.11% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:35 | 18:35 | 18:35 | 18:35 | 18:35 | 18:35 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 11.11% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:17 | 20:17 | 20:17 | 20:17 | 20:17 | 20:17 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 11.11% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 00:00 | 00:00 |
 | Magic Wand | 1 | 11.11% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:05 | 08:05 | 08:05 | 08:05 | 08:05 | 08:05 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 11.11% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 22.22% | 30.3 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 27:57 | 27:02 | 27:02 | 28:51 | 28:51 | 28:51 | 01:49 | 01:20 |
 | Quelling Blade | 2 | 22.22% | 27.3 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Dagon (level 4) | 2 | 22.22% | 24.2 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 26:55 | 22:07 | 22:07 | 31:43 | 31:43 | 31:43 | 09:36 | 07:06 |
 | Dagon (level 5) | 2 | 22.22% | 21.2 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 27:37 | 23:30 | 23:30 | 31:43 | 31:43 | 31:43 | 08:13 | 06:05 |
 | Octarine Core | 2 | 22.22% | 18.2 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 28:46 | 27:17 | 27:17 | 30:15 | 30:15 | 30:15 | 02:58 | 02:11 |
 | Ring of Health | 2 | 22.22% | 15.2 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 26:18 | 24:48 | 24:48 | 27:48 | 27:48 | 27:48 | 03:00 | 02:13 |
 | Dagon (level 2) | 3 | 33.33% | 12.1 | 33.33% | -50.00% | +66.67% | 0.00% | -3.34% | 25:10 | 13:45 | 13:45 | 28:03 | 33:42 | 33:42 | 19:57 | 14:46 |
 | Dagon (level 3) | 3 | 33.33% | 9.1 | 33.33% | -50.00% | +66.67% | 0.00% | -3.18% | 26:46 | 15:04 | 15:04 | 29:11 | 36:03 | 36:03 | 20:59 | 15:32 |
 | Dagon | 3 | 33.33% | 6.1 | 33.33% | -50.00% | +66.67% | 0.00% | -3.03% | 23:43 | 11:41 | 11:41 | 25:46 | 33:42 | 33:42 | 22:01 | 16:18 |
 | Crown | 3 | 33.33% | 3.0 | 33.33% | -50.00% | +66.67% | 0.00% | -2.75% | 22:42 | 09:30 | 09:30 | 24:54 | 33:42 | 33:42 | 24:12 | 17:55 |