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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 | 19 | 33.33% | 100.0 | 84.21% | +52.63% | +15.79% | +15.79% | 0.00% | 34:45 | 19:01 | 22:27 | 30:55 | 42:14 | 1:03:30 | 19:47 | 14:39 |
 | Void Stone | 5 | 8.77% | 95.5 | 100.00% | +55.77% | 0.00% | 0.00% | 0.00% | 36:07 | 25:23 | 25:23 | 33:33 | 41:00 | 48:40 | 15:37 | 11:34 |
 | Aether Lens | 5 | 8.77% | 90.9 | 100.00% | +55.77% | 0.00% | 0.00% | 0.00% | 40:43 | 25:42 | 25:42 | 41:04 | 48:53 | 54:03 | 23:11 | 17:10 |
 | Drum of Endurance | 7 | 12.28% | 86.4 | 85.71% | +41.71% | -35.71% | +14.29% | 0.00% | 25:30 | 20:33 | 20:44 | 21:41 | 24:10 | 36:31 | 03:26 | 02:32 |
 | Boots of Bearing | 4 | 7.02% | 81.8 | 100.00% | +54.72% | 0.00% | 0.00% | 0.00% | 37:05 | 27:51 | 27:51 | 30:45 | 42:50 | 46:55 | 14:59 | 11:05 |
 | Fluffy Hat | 30 | 52.63% | 77.3 | 60.00% | +22.96% | +15.00% | -2.86% | -3.14% | 18:11 | 07:17 | 12:53 | 15:00 | 18:34 | 1:01:32 | 05:41 | 04:12 |
 | Force Staff | 20 | 35.09% | 72.7 | 60.00% | +16.76% | 0.00% | +20.00% | 4.17% | 27:39 | 19:48 | 23:12 | 25:19 | 28:00 | 1:01:32 | 04:48 | 03:33 |
 | Boots of Speed | 57 | 100.00% | 68.2 | 49.12% | +49.12% | +0.88% | -6.26% | -1.83% | 06:50 | -01:29 | 04:53 | 06:55 | 08:47 | 14:28 | 03:54 | 02:53 |
 | Glimmer Cape | 10 | 17.54% | 63.6 | 70.00% | +25.32% | -36.67% | +30.00% | 5.62% | 32:03 | 21:45 | 25:53 | 32:24 | 37:45 | 38:07 | 11:52 | 08:47 |
 | Magic Wand | 41 | 71.93% | 59.1 | 51.22% | +7.47% | -21.22% | +18.78% | 7.95% | 11:43 | 01:16 | 08:56 | 10:47 | 13:58 | 27:26 | 05:02 | 03:43 |
 | Magic Stick | 50 | 87.72% | 54.5 | 48.00% | -9.14% | +5.85% | +2.00% | -0.72% | 03:15 | -01:29 | -01:29 | 02:28 | 06:48 | 15:01 | 08:17 | 06:08 |
 | Aghanim's Scepter | 15 | 26.32% | 50.0 | 60.00% | +14.76% | +15.00% | +15.00% | 0.00% | 34:14 | 20:23 | 32:00 | 34:46 | 37:55 | 48:53 | 05:55 | 04:22 |
 | Wind Lace | 33 | 57.89% | 45.5 | 45.45% | -8.72% | +29.55% | +4.55% | -3.07% | 13:35 | 03:31 | 06:46 | 09:28 | 14:54 | 41:48 | 08:08 | 06:01 |
 | Tranquil Boots | 17 | 29.82% | 40.9 | 52.94% | +5.44% | -27.94% | -2.94% | 1.42% | 21:08 | 09:31 | 12:17 | 15:48 | 29:55 | 47:56 | 17:38 | 13:03 |
 | Arcane Boots | 29 | 50.88% | 36.4 | 44.83% | -8.74% | -1.97% | -30.54% | -8.75% | 13:49 | 07:38 | 11:31 | 13:28 | 14:47 | 31:55 | 03:16 | 02:25 |
 | Ghost Scepter | 4 | 7.02% | 31.8 | 75.00% | +27.83% | +25.00% | -75.00% | 0.00% | 33:13 | 18:33 | 18:33 | 33:36 | 38:44 | 42:00 | 20:11 | 14:57 |
 | Bottle | 4 | 7.02% | 27.3 | 50.00% | +0.94% | -50.00% | -50.00% | 0.00% | 02:55 | 01:31 | 01:31 | 02:14 | 03:31 | 04:25 | 02:00 | 01:28 |
 | Bracer | 1 | 1.75% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 3.51% | 18.2 | 50.00% | +0.91% | -50.00% | 0.00% | 0.00% | 51:29 | 47:54 | 47:54 | 55:04 | 55:04 | 55:04 | 07:10 | 05:18 |
 | Quelling Blade | 5 | 8.77% | 13.6 | 20.00% | -31.92% | -20.00% | -20.00% | 0.00% | 09:14 | -01:29 | -01:29 | 09:42 | 12:31 | 26:43 | 14:00 | 10:22 |
 | Refresher Orb | 1 | 1.75% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:22 | 53:22 | 53:22 | 53:22 | 53:22 | 53:22 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.75% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |