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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 | |
 | Butterfly | 1 | 11.11% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |
 | Falcon Blade | 4 | 44.44% | 96.7 | 25.00% | +25.00% | -25.00% | +75.00% | 35.50% | 06:50 | 04:47 | 04:47 | 07:14 | 07:36 | 07:42 | 02:49 | 02:05 |
 | Black King Bar | 4 | 44.44% | 93.3 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 36:26 | 33:45 | 33:45 | 34:46 | 38:09 | 39:03 | 04:24 | 03:15 |
 | Aghanim's Scepter | 5 | 55.56% | 90.0 | 20.00% | +20.00% | +80.00% | -20.00% | -18.81% | 25:51 | 21:59 | 21:59 | 26:01 | 27:18 | 28:11 | 05:19 | 03:56 |
 | Quelling Blade | 5 | 55.56% | 86.7 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | -01:02 | -01:29 | -01:29 | -01:29 | -01:29 | 00:44 | 00:00 | 00:00 |
 | Wraith Band | 6 | 66.67% | 83.3 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 02:00 | 01:33 | 01:51 | 02:05 | 02:10 | 02:14 | 00:19 | 00:14 |
 | Fluffy Hat | 6 | 66.67% | 80.0 | 16.67% | +16.67% | +33.33% | -16.67% | -37.50% | 10:36 | 03:52 | 07:00 | 07:13 | 08:20 | 29:54 | 01:20 | 00:59 |
 | Eye of Skadi | 6 | 66.67% | 76.7 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 31:27 | 24:17 | 27:56 | 29:16 | 32:14 | 44:02 | 04:18 | 03:11 |
 | Manta Style | 9 | 100.00% | 73.3 | 11.11% | +11.11% | +38.89% | -11.11% | -20.00% | 18:02 | 15:42 | 16:23 | 18:09 | 18:53 | 20:54 | 02:30 | 01:51 |
 | Power Treads | 9 | 100.00% | 70.0 | 11.11% | +11.11% | +38.89% | -11.11% | -30.30% | 07:05 | 05:12 | 05:20 | 06:26 | 06:59 | 11:02 | 01:39 | 01:13 |
 | Boots of Speed | 9 | 100.00% | 66.7 | 11.11% | +11.11% | -11.11% | -11.11% | 0.00% | 05:41 | 02:52 | 04:28 | 04:46 | 05:22 | 09:47 | 00:54 | 00:40 |
 | Yasha | 9 | 100.00% | 63.3 | 11.11% | +11.11% | +38.89% | -11.11% | -26.09% | 13:31 | 11:04 | 12:28 | 13:33 | 14:23 | 14:59 | 01:55 | 01:25 |
 | Morbid Mask | 7 | 77.78% | 60.0 | 14.29% | +14.29% | -14.29% | -14.29% | 0.00% | 09:28 | 04:54 | 06:21 | 08:15 | 08:34 | 21:43 | 02:13 | 01:38 |
 | Magic Wand | 6 | 66.67% | 56.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 05:36 | -01:29 | -01:29 | 05:35 | 08:10 | 15:47 | 09:39 | 07:08 |
 | Satanic | 1 | 11.11% | 53.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:02 | 24:02 | 24:02 | 24:02 | 24:02 | 24:02 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 11.11% | 50.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 11.11% | 46.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 00:00 | 00:00 |
 | Silver Edge | 1 | 11.11% | 43.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:12 | 51:12 | 51:12 | 51:12 | 51:12 | 51:12 | 00:00 | 00:00 |
 | Dragon Lance | 3 | 33.33% | 40.0 | 0.00% | -16.67% | 0.00% | 0.00% | 0.00% | 10:28 | 09:21 | 09:21 | 10:12 | 11:52 | 11:52 | 02:31 | 01:51 |
 | Bottle | 1 | 11.11% | 36.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:40 | 44:40 | 44:40 | 44:40 | 44:40 | 44:40 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 11.11% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 00:00 | 00:00 |
 | Crystalys | 3 | 33.33% | 30.0 | 0.00% | -16.67% | 0.00% | 0.00% | 0.00% | 36:20 | 26:01 | 26:01 | 35:44 | 47:16 | 47:16 | 21:15 | 15:44 |
 | Ring of Health | 1 | 11.11% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:35 | 06:35 | 06:35 | 06:35 | 06:35 | 06:35 | 00:00 | 00:00 |
 | Daedalus | 2 | 22.22% | 23.3 | 0.00% | -14.29% | 0.00% | 0.00% | 0.00% | 35:42 | 33:21 | 33:21 | 38:03 | 38:03 | 38:03 | 04:42 | 03:28 |
 | Linken's Sphere | 1 | 11.11% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:13 | 19:13 | 19:13 | 19:13 | 19:13 | 19:13 | 00:00 | 00:00 |
 | Magic Stick | 4 | 44.44% | 16.7 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 06:33 | 01:14 | 01:14 | 01:35 | 07:35 | 15:47 | 06:21 | 04:42 |
 | Refresher Orb | 1 | 11.11% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 00:00 | 00:00 |
 | Force Staff | 1 | 11.11% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Void Stone | 1 | 11.11% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 00:00 | 00:00 |
 | Aghanim's Shard | 3 | 33.33% | 3.3 | 0.00% | -16.67% | 0.00% | 0.00% | 0.00% | 28:49 | 16:45 | 16:45 | 28:47 | 40:55 | 40:55 | 24:10 | 17:54 |