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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 | |
 | Scythe of Vyse | 4 | 40.00% | 100.0 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 38:52 | 28:39 | 28:39 | 38:24 | 39:10 | 49:15 | 10:31 | 07:47 |
 | Boots of Speed | 10 | 100.00% | 96.2 | 50.00% | +50.00% | -16.67% | 0.00% | 12.05% | 03:58 | 02:41 | 03:10 | 04:11 | 04:33 | 05:24 | 01:23 | 01:01 |
 | Magic Stick | 10 | 100.00% | 92.3 | 50.00% | +50.00% | +16.67% | 0.00% | -6.10% | 03:38 | 01:23 | 02:03 | 02:19 | 04:47 | 10:48 | 02:44 | 02:01 |
 | Magic Wand | 10 | 100.00% | 88.5 | 50.00% | +50.00% | +16.67% | +50.00% | 11.43% | 05:38 | 03:09 | 03:51 | 04:25 | 06:46 | 11:43 | 02:55 | 02:09 |
 | Arcane Boots | 10 | 100.00% | 84.6 | 50.00% | +50.00% | -16.67% | +50.00% | 47.06% | 06:21 | 03:40 | 05:49 | 06:21 | 07:14 | 08:27 | 01:25 | 01:02 |
 | Bloodstone | 10 | 100.00% | 80.8 | 50.00% | +50.00% | +16.67% | 0.00% | -7.25% | 14:00 | 12:42 | 12:52 | 13:50 | 15:10 | 15:22 | 02:18 | 01:42 |
 | Kaya and Sange | 7 | 70.00% | 76.9 | 57.14% | +23.81% | +42.86% | -57.14% | -21.66% | 26:05 | 20:13 | 21:13 | 23:42 | 25:50 | 36:55 | 04:37 | 03:25 |
 | Sange | 7 | 70.00% | 73.1 | 57.14% | +23.81% | +42.86% | -57.14% | -21.43% | 25:48 | 20:13 | 20:43 | 23:27 | 25:23 | 36:27 | 04:40 | 03:27 |
 | Bottle | 8 | 80.00% | 69.2 | 50.00% | 0.00% | 0.00% | -50.00% | -50.00% | 01:12 | 00:49 | 01:06 | 01:13 | 01:15 | 01:33 | 00:09 | 00:06 |
 | Kaya | 8 | 80.00% | 65.4 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:30 | 15:24 | 17:51 | 20:31 | 21:24 | 26:03 | 03:33 | 02:37 |
 | Blink Dagger | 5 | 50.00% | 61.5 | 60.00% | +20.00% | +40.00% | -60.00% | 0.00% | 32:46 | 22:56 | 22:56 | 31:13 | 32:57 | 46:29 | 10:01 | 07:25 |
 | Shiva's Guard | 5 | 50.00% | 57.7 | 60.00% | +20.00% | +40.00% | -60.00% | 0.00% | 38:06 | 25:46 | 25:46 | 34:47 | 36:16 | 60:50 | 10:30 | 07:46 |
 | Void Stone | 5 | 50.00% | 53.8 | 60.00% | +20.00% | -60.00% | +40.00% | 0.00% | 33:48 | 19:53 | 19:53 | 38:24 | 39:10 | 49:15 | 19:17 | 14:17 |
 | Boots of Travel | 5 | 50.00% | 50.0 | 60.00% | +20.00% | -60.00% | +40.00% | 0.00% | 31:14 | 19:41 | 19:41 | 34:15 | 37:03 | 37:42 | 17:22 | 12:51 |
 | Black King Bar | 6 | 60.00% | 46.2 | 50.00% | 0.00% | 0.00% | -50.00% | -30.93% | 27:18 | 17:57 | 27:11 | 28:30 | 28:48 | 32:50 | 01:37 | 01:11 |
 | Wind Lace | 6 | 60.00% | 42.3 | 50.00% | 0.00% | 0.00% | +50.00% | 5.92% | 10:42 | 06:26 | 06:38 | 07:00 | 15:05 | 15:55 | 08:27 | 06:15 |
 | Aghanim's Shard | 7 | 70.00% | 38.5 | 42.86% | -23.81% | +7.14% | +57.14% | 17.24% | 35:10 | 25:19 | 31:56 | 34:50 | 34:50 | 45:39 | 02:54 | 02:08 |
 | Null Talisman | 2 | 20.00% | 34.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 02:14 | 01:48 | 01:48 | 02:39 | 02:39 | 02:39 | 00:51 | 00:37 |
 | Boots of Travel 2 | 2 | 20.00% | 30.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 55:50 | 55:16 | 55:16 | 56:23 | 56:23 | 56:23 | 01:07 | 00:49 |
 | Lotus Orb | 2 | 20.00% | 26.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 21:51 | 21:24 | 21:24 | 22:18 | 22:18 | 22:18 | 00:54 | 00:40 |
 | Overwhelming Blink | 2 | 20.00% | 23.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 46:22 | 32:54 | 32:54 | 59:50 | 59:50 | 59:50 | 26:56 | 19:57 |
 | Ring of Health | 3 | 30.00% | 19.2 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 22:08 | 20:44 | 20:44 | 22:16 | 23:25 | 23:25 | 02:41 | 01:59 |
 | Aghanim's Scepter | 1 | 10.00% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 10.00% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 10.00% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:47 | 22:47 | 22:47 | 22:47 | 22:47 | 22:47 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 10.00% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 00:00 | 00:00 |