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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 | 3 | 21.43% | 100.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 33:01 | 25:46 | 25:46 | 31:23 | 41:53 | 41:53 | 16:07 | 11:56 |
 | Magic Stick | 11 | 78.57% | 97.6 | 63.64% | +63.64% | +3.03% | -30.31% | -33.34% | 01:37 | -01:30 | -01:29 | -01:29 | 02:11 | 11:03 | 03:40 | 02:42 |
 | Magic Wand | 11 | 78.57% | 95.1 | 63.64% | +63.64% | +3.03% | -30.31% | -5.88% | 05:15 | -01:29 | 02:07 | 04:09 | 07:47 | 11:47 | 05:40 | 04:11 |
 | Wraith Band | 12 | 85.71% | 92.7 | 58.33% | +58.33% | +8.34% | -25.00% | -14.50% | 03:45 | 01:41 | 02:18 | 02:42 | 04:36 | 08:19 | 02:18 | 01:42 |
 | Sange | 8 | 57.14% | 90.2 | 62.50% | +29.17% | -12.50% | -12.50% | 0.00% | 23:34 | 20:53 | 22:21 | 23:08 | 24:29 | 26:07 | 02:08 | 01:34 |
 | Sange and Yasha | 6 | 42.86% | 87.8 | 66.67% | +29.17% | +33.33% | -66.67% | -52.63% | 23:58 | 22:35 | 22:35 | 23:30 | 24:29 | 26:25 | 01:54 | 01:24 |
 | Yasha | 6 | 42.86% | 85.4 | 66.67% | +29.17% | +33.33% | -66.67% | -33.90% | 21:02 | 19:15 | 19:42 | 20:02 | 22:39 | 23:42 | 02:57 | 02:11 |
 | Falcon Blade | 6 | 42.86% | 82.9 | 66.67% | +29.17% | -16.67% | +33.33% | 16.48% | 09:01 | 07:25 | 07:29 | 07:58 | 10:31 | 10:44 | 03:02 | 02:14 |
 | Fluffy Hat | 6 | 42.86% | 80.5 | 66.67% | +29.17% | +33.33% | +33.33% | 0.00% | 06:22 | 04:15 | 04:25 | 05:50 | 06:48 | 10:44 | 02:23 | 01:45 |
 | Black King Bar | 14 | 100.00% | 78.0 | 50.00% | +50.00% | 0.00% | +16.67% | 9.90% | 17:59 | 15:23 | 16:30 | 17:14 | 18:11 | 23:23 | 01:41 | 01:14 |
 | Power Treads | 14 | 100.00% | 75.6 | 50.00% | +50.00% | 0.00% | -16.67% | -9.35% | 09:24 | 04:55 | 07:31 | 08:37 | 09:18 | 24:11 | 01:47 | 01:19 |
 | Boots of Speed | 14 | 100.00% | 73.2 | 50.00% | +50.00% | -25.00% | +50.00% | 54.88% | 03:46 | 01:37 | 02:59 | 03:46 | 04:21 | 05:49 | 01:22 | 01:00 |
 | Satanic | 4 | 28.57% | 70.7 | 75.00% | +35.00% | +25.00% | -75.00% | -32.43% | 31:00 | 26:52 | 26:52 | 29:30 | 29:57 | 37:39 | 03:05 | 02:17 |
 | Morbid Mask | 5 | 35.71% | 68.3 | 60.00% | +15.56% | +40.00% | -60.00% | -8.01% | 29:27 | 21:22 | 21:22 | 29:46 | 33:51 | 37:34 | 12:29 | 09:14 |
 | Aghanim's Shard | 5 | 35.71% | 65.9 | 60.00% | +15.56% | +40.00% | -60.00% | -57.69% | 22:04 | 17:29 | 17:29 | 18:51 | 19:13 | 37:12 | 01:44 | 01:17 |
 | Void Stone | 3 | 21.43% | 63.4 | 66.67% | +21.22% | -66.67% | 0.00% | 3.15% | 33:52 | 22:56 | 22:56 | 34:32 | 44:07 | 44:07 | 21:11 | 15:41 |
 | Heaven's Halberd | 3 | 21.43% | 61.0 | 66.67% | +21.22% | -66.67% | 0.00% | 5.15% | 28:32 | 22:45 | 22:45 | 27:08 | 35:42 | 35:42 | 12:57 | 09:35 |
 | Quelling Blade | 3 | 21.43% | 58.5 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Blink Dagger | 3 | 21.43% | 56.1 | 66.67% | +21.22% | +33.33% | 0.00% | -2.69% | 25:03 | 20:07 | 20:07 | 22:33 | 32:30 | 32:30 | 12:23 | 09:10 |
 | Crown | 1 | 7.14% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 7.14% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 7.14% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:37 | 25:37 | 25:37 | 25:37 | 25:37 | 25:37 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 7.14% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 00:00 | 00:00 |
 | Maelstrom | 1 | 7.14% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 7.14% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 00:00 | 00:00 |
 | Crystalys | 1 | 7.14% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 00:00 | 00:00 |
 | Daedalus | 1 | 7.14% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 7.14% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 00:00 | 00:00 |
 | Javelin | 1 | 7.14% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 7.14% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 7.14% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Gleipnir | 1 | 7.14% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 00:00 | 00:00 |
 | Wind Lace | 8 | 57.14% | 22.0 | 25.00% | -58.33% | -25.00% | +25.00% | 7.89% | 07:15 | 02:00 | 02:46 | 04:22 | 09:06 | 18:49 | 06:20 | 04:41 |
 | Assault Cuirass | 2 | 14.29% | 19.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 31:19 | 29:14 | 29:14 | 33:23 | 33:23 | 33:23 | 04:09 | 03:04 |
 | Refresher Orb | 2 | 14.29% | 17.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 30:53 | 26:36 | 26:36 | 35:09 | 35:09 | 35:09 | 08:33 | 06:20 |
 | Buckler | 2 | 14.29% | 14.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:28 | 27:20 | 27:20 | 31:36 | 31:36 | 31:36 | 04:16 | 03:09 |
 | Ring of Health | 2 | 14.29% | 12.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 28:44 | 22:56 | 22:56 | 34:32 | 34:32 | 34:32 | 11:36 | 08:35 |
 | Ring of Protection | 2 | 14.29% | 9.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:28 | 27:20 | 27:20 | 31:36 | 31:36 | 31:36 | 04:16 | 03:09 |
 | Ring of Basilius | 1 | 7.14% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:04 | 02:04 | 02:04 | 02:04 | 02:04 | 02:04 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 7.14% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 00:00 | 00:00 |
 | Bottle | 2 | 14.29% | 2.4 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 00:52 | 00:25 | 00:25 | 01:18 | 01:18 | 01:18 | 00:53 | 00:39 |