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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 | |
 | Aether Lens | 3 | 33.33% | 100.0 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 35:46 | 21:30 | 21:30 | 23:38 | 1:02:11 | 1:02:11 | 40:41 | 30:08 |
 | Octarine Core | 2 | 22.22% | 96.6 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 44:50 | 27:29 | 27:29 | 1:02:11 | 1:02:11 | 1:02:11 | 34:42 | 25:42 |
 | Chainmail | 7 | 77.78% | 93.1 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | 08:22 | 06:55 | 07:09 | 07:16 | 08:14 | 12:46 | 01:05 | 00:48 |
 | Witch Blade | 5 | 55.56% | 89.7 | 60.00% | +35.00% | +40.00% | +40.00% | 0.00% | 14:06 | 13:01 | 13:01 | 14:07 | 14:36 | 15:32 | 01:35 | 01:10 |
 | Magic Stick | 9 | 100.00% | 86.2 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 02:27 | -01:29 | 01:46 | 02:29 | 02:43 | 06:04 | 00:57 | 00:42 |
 | Kaya | 9 | 100.00% | 82.8 | 44.44% | +44.44% | +5.56% | -44.44% | -6.55% | 17:45 | 12:32 | 12:57 | 17:49 | 20:35 | 21:13 | 07:38 | 05:39 |
 | Bottle | 9 | 100.00% | 79.3 | 44.44% | +44.44% | +55.56% | -44.44% | -100.00% | 01:42 | 01:11 | 01:24 | 01:41 | 01:51 | 02:11 | 00:27 | 00:20 |
 | Quelling Blade | 9 | 100.00% | 75.9 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Speed | 9 | 100.00% | 72.4 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 05:06 | 04:01 | 04:18 | 04:48 | 05:40 | 06:33 | 01:22 | 01:00 |
 | Magic Wand | 9 | 100.00% | 69.0 | 44.44% | +44.44% | +5.56% | -44.44% | -22.73% | 04:46 | 03:05 | 03:11 | 03:59 | 05:23 | 09:31 | 02:12 | 01:37 |
 | Phase Boots | 6 | 66.67% | 65.5 | 50.00% | +16.67% | 0.00% | -50.00% | -30.61% | 08:10 | 07:23 | 07:31 | 07:42 | 09:09 | 09:29 | 01:38 | 01:12 |
 | Void Stone | 6 | 66.67% | 62.1 | 50.00% | +16.67% | -50.00% | +50.00% | 5.33% | 26:20 | 11:44 | 16:56 | 21:17 | 35:42 | 49:07 | 18:46 | 13:54 |
 | Linken's Sphere | 3 | 33.33% | 58.6 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 37:07 | 26:25 | 26:25 | 35:50 | 49:07 | 49:07 | 22:42 | 16:48 |
 | Null Talisman | 3 | 33.33% | 55.2 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 03:56 | 03:22 | 03:22 | 03:54 | 04:33 | 04:33 | 01:11 | 00:52 |
 | Ring of Health | 3 | 33.33% | 51.7 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 35:57 | 23:59 | 23:59 | 35:41 | 48:12 | 48:12 | 24:13 | 17:56 |
 | Sange | 8 | 88.89% | 48.3 | 37.50% | -62.50% | +12.50% | +12.50% | 0.00% | 21:44 | 18:00 | 18:24 | 19:26 | 23:52 | 26:05 | 05:28 | 04:02 |
 | Kaya and Sange | 8 | 88.89% | 44.8 | 37.50% | -62.50% | +12.50% | +12.50% | 0.00% | 22:22 | 18:47 | 19:08 | 21:07 | 24:24 | 26:21 | 05:16 | 03:54 |
 | Aeon Disk | 1 | 11.11% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:37 | 42:37 | 42:37 | 42:37 | 42:37 | 42:37 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 11.11% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 11.11% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 11.11% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 11.11% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:17 | 1:13:17 | 1:13:17 | 1:13:17 | 1:13:17 | 1:13:17 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 55.56% | 24.1 | 40.00% | -10.00% | -40.00% | +60.00% | 13.10% | 36:02 | 30:49 | 30:49 | 37:27 | 38:27 | 38:56 | 07:38 | 05:39 |
 | Aghanim's Shard | 3 | 33.33% | 20.7 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 38:23 | 29:09 | 29:09 | 30:02 | 55:57 | 55:57 | 26:48 | 19:51 |
 | Wind Lace | 2 | 22.22% | 17.2 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 11:19 | 09:43 | 09:43 | 12:55 | 12:55 | 12:55 | 03:12 | 02:22 |
 | Black King Bar | 1 | 11.11% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:40 | 51:40 | 51:40 | 51:40 | 51:40 | 51:40 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 22.22% | 10.3 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 15:32 | 13:52 | 13:52 | 17:12 | 17:12 | 17:12 | 03:20 | 02:28 |
 | Power Treads | 1 | 11.11% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 11.11% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 00:00 | 00:00 |