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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 | |
 | Arcane Boots | 7 | 53.85% | 100.0 | 71.43% | +54.76% | +28.57% | +28.57% | 0.00% | 13:08 | 07:27 | 11:36 | 14:03 | 14:10 | 17:59 | 02:34 | 01:54 |
 | Wind Lace | 6 | 46.15% | 97.0 | 66.67% | +38.10% | -16.67% | +33.33% | 2.50% | 18:16 | 07:15 | 07:29 | 11:42 | 27:30 | 38:07 | 20:01 | 14:49 |
 | Tranquil Boots | 2 | 15.38% | 93.9 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 22:49 | 07:30 | 07:30 | 38:07 | 38:07 | 38:07 | 30:37 | 22:40 |
 | Ring of Health | 2 | 15.38% | 90.9 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 34:33 | 29:44 | 29:44 | 39:21 | 39:21 | 39:21 | 09:37 | 07:07 |
 | Magic Stick | 12 | 92.31% | 87.9 | 50.00% | +50.00% | +50.00% | +16.67% | -16.81% | 04:43 | -01:29 | 03:11 | 04:17 | 05:10 | 10:20 | 01:59 | 01:28 |
 | Magic Wand | 12 | 92.31% | 84.8 | 50.00% | +50.00% | +16.67% | -16.67% | -6.14% | 07:56 | 02:53 | 05:30 | 06:08 | 10:56 | 11:26 | 05:26 | 04:01 |
 | Boots of Speed | 13 | 100.00% | 81.8 | 46.15% | +46.15% | +20.52% | -46.15% | -17.70% | 06:42 | 02:46 | 04:29 | 07:08 | 08:15 | 09:49 | 03:46 | 02:47 |
 | Headdress | 5 | 38.46% | 78.8 | 60.00% | +22.50% | -60.00% | +40.00% | 19.11% | 19:19 | 14:30 | 14:30 | 17:18 | 19:44 | 30:26 | 05:14 | 03:52 |
 | Void Stone | 5 | 38.46% | 75.8 | 60.00% | +22.50% | -60.00% | +40.00% | 5.21% | 26:48 | 10:33 | 10:33 | 18:56 | 29:45 | 1:01:29 | 19:12 | 14:13 |
 | Medallion of Courage | 3 | 23.08% | 72.7 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 24:44 | 16:42 | 16:42 | 27:29 | 30:00 | 30:00 | 13:18 | 09:51 |
 | Blight Stone | 3 | 23.08% | 69.7 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 24:44 | 16:42 | 16:42 | 27:29 | 30:00 | 30:00 | 13:18 | 09:51 |
 | Ghost Scepter | 3 | 23.08% | 66.7 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 35:16 | 29:52 | 29:52 | 36:03 | 39:53 | 39:53 | 10:01 | 07:25 |
 | Glimmer Cape | 8 | 61.54% | 63.6 | 37.50% | -22.50% | +12.50% | +62.50% | 3.47% | 29:36 | 18:06 | 20:15 | 25:50 | 34:39 | 53:55 | 14:24 | 10:40 |
 | Fluffy Hat | 8 | 61.54% | 60.6 | 37.50% | -22.50% | -37.50% | +12.50% | 7.85% | 12:13 | 02:35 | 09:15 | 11:48 | 15:37 | 18:53 | 06:22 | 04:42 |
 | Force Staff | 4 | 30.77% | 57.6 | 50.00% | +5.56% | -50.00% | -50.00% | 0.00% | 27:38 | 14:02 | 14:02 | 26:03 | 28:10 | 42:17 | 14:08 | 10:28 |
 | Aether Lens | 1 | 7.69% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 00:00 | 00:00 |
 | Solar Crest | 1 | 7.69% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:37 | 19:37 | 19:37 | 19:37 | 19:37 | 19:37 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 7.69% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Null Talisman | 1 | 7.69% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 7.69% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:08 | 38:08 | 38:08 | 38:08 | 38:08 | 38:08 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 7.69% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:08 | 38:08 | 38:08 | 38:08 | 38:08 | 38:08 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 7.69% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 7.69% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:29 | 1:01:29 | 1:01:29 | 1:01:29 | 1:01:29 | 1:01:29 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 7.69% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:11 | 48:11 | 48:11 | 48:11 | 48:11 | 48:11 | 00:00 | 00:00 |
 | Octarine Core | 1 | 7.69% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 00:00 | 00:00 |
 | Chainmail | 5 | 38.46% | 24.2 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 19:54 | 15:45 | 15:45 | 17:18 | 19:45 | 29:59 | 04:00 | 02:57 |
 | Ring of Protection | 6 | 46.15% | 21.2 | 33.33% | -23.81% | +16.67% | -33.33% | -3.96% | 20:30 | 10:31 | 12:38 | 19:34 | 25:15 | 31:19 | 12:37 | 09:20 |
 | Crown | 2 | 15.38% | 18.2 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 24:22 | 18:43 | 18:43 | 30:00 | 30:00 | 30:00 | 11:17 | 08:21 |
 | Guardian Greaves | 3 | 23.08% | 15.2 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 28:41 | 24:12 | 24:12 | 26:47 | 35:05 | 35:05 | 10:53 | 08:03 |
 | Buckler | 3 | 23.08% | 12.1 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 26:45 | 23:41 | 23:41 | 25:15 | 31:19 | 31:19 | 07:38 | 05:39 |
 | Aghanim's Shard | 3 | 23.08% | 9.1 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 21:57 | 17:48 | 17:48 | 18:10 | 29:54 | 29:54 | 12:06 | 08:57 |
 | Mekansm | 3 | 23.08% | 6.1 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 19:00 | 17:53 | 17:53 | 18:28 | 20:38 | 20:38 | 02:45 | 02:02 |
 | Pavise | 3 | 23.08% | 3.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 15:13 | 10:58 | 10:58 | 13:23 | 21:17 | 21:17 | 10:19 | 07:38 |