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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 | |
 | Guardian Greaves | 12 | 50.00% | 100.0 | 50.00% | +33.33% | +16.67% | -50.00% | -6.29% | 22:11 | 12:55 | 15:49 | 21:39 | 26:25 | 36:54 | 10:36 | 07:51 |
 | Crystalys | 2 | 8.33% | 98.9 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 31:45 | 28:12 | 28:12 | 35:18 | 35:18 | 35:18 | 07:06 | 05:15 |
 | Buckler | 13 | 54.17% | 93.8 | 46.15% | +27.97% | -12.82% | -12.82% | 0.00% | 17:12 | 10:21 | 12:35 | 18:19 | 18:30 | 25:55 | 05:55 | 04:22 |
 | Arcane Boots | 20 | 83.33% | 93.3 | 40.00% | +40.00% | +20.00% | 0.00% | -4.78% | 11:25 | 04:05 | 08:18 | 10:43 | 12:29 | 23:02 | 04:11 | 03:05 |
 | Ring of Protection | 14 | 58.33% | 88.6 | 42.86% | +22.86% | +7.14% | -9.53% | -2.33% | 14:01 | -01:29 | 11:20 | 13:06 | 18:30 | 25:55 | 07:10 | 05:18 |
 | Aghanim's Shard | 15 | 62.50% | 84.1 | 40.00% | +17.78% | +60.00% | -15.00% | -11.34% | 21:37 | 15:00 | 17:07 | 21:44 | 23:44 | 34:14 | 06:37 | 04:54 |
 | Mekansm | 15 | 62.50% | 84.1 | 40.00% | +17.78% | +10.00% | -15.00% | -4.52% | 15:24 | 09:55 | 11:47 | 16:57 | 17:19 | 19:20 | 05:32 | 04:05 |
 | Boots of Speed | 24 | 100.00% | 82.4 | 33.33% | +33.33% | +33.34% | 0.00% | -9.76% | 05:39 | 02:00 | 03:51 | 05:13 | 07:16 | 08:38 | 03:25 | 02:31 |
 | Chainmail | 16 | 66.67% | 80.3 | 37.50% | +12.50% | +12.50% | -12.50% | -6.28% | 12:58 | 06:42 | 11:05 | 13:19 | 15:04 | 18:28 | 03:59 | 02:57 |
 | Headdress | 17 | 70.83% | 76.9 | 35.29% | +6.72% | -10.29% | -10.29% | 0.00% | 09:50 | -01:29 | 06:57 | 12:44 | 13:19 | 15:59 | 06:22 | 04:42 |
 | Fluffy Hat | 9 | 37.50% | 76.1 | 44.44% | +17.77% | -44.44% | +5.56% | 6.32% | 15:51 | 10:02 | 10:35 | 16:39 | 18:30 | 21:45 | 07:55 | 05:51 |
 | Force Staff | 9 | 37.50% | 76.1 | 44.44% | +17.77% | -44.44% | +5.56% | 7.06% | 26:55 | 17:28 | 22:36 | 28:27 | 29:41 | 33:47 | 07:05 | 05:14 |
 | Magic Stick | 22 | 91.67% | 76.1 | 31.82% | -18.18% | +18.18% | +8.18% | -3.03% | 02:25 | -01:29 | -00:30 | 01:35 | 03:48 | 13:04 | 04:18 | 03:11 |
 | Magic Wand | 22 | 91.67% | 76.1 | 31.82% | -18.18% | -31.82% | +28.18% | 8.89% | 06:52 | -01:29 | 03:56 | 05:38 | 10:41 | 13:58 | 06:45 | 05:00 |
 | Aghanim's Scepter | 4 | 16.67% | 53.3 | 50.00% | +20.00% | +50.00% | +50.00% | 0.00% | 39:27 | 26:12 | 26:12 | 42:17 | 42:58 | 46:21 | 16:46 | 12:25 |
 | Glimmer Cape | 4 | 16.67% | 53.3 | 50.00% | +20.00% | -50.00% | +50.00% | 0.00% | 31:03 | 19:36 | 19:36 | 33:41 | 34:08 | 36:45 | 14:32 | 10:45 |
 | Bracer | 9 | 37.50% | 52.5 | 33.33% | 0.00% | +16.67% | -33.33% | -5.09% | 05:34 | -01:29 | 01:41 | 03:01 | 11:30 | 13:42 | 09:49 | 07:16 |
 | Silver Edge | 1 | 4.17% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 00:00 | 00:00 |
 | Daedalus | 1 | 4.17% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 4.17% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 00:00 | 00:00 |
 | Aether Lens | 1 | 4.17% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:56 | 28:56 | 28:56 | 28:56 | 28:56 | 28:56 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.17% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 8.33% | 27.9 | 50.00% | +18.18% | -50.00% | 0.00% | 0.00% | 36:21 | 28:10 | 28:10 | 44:32 | 44:32 | 44:32 | 16:22 | 12:07 |
 | Void Stone | 3 | 12.50% | 21.2 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 20:29 | 12:53 | 12:53 | 19:52 | 28:42 | 28:42 | 15:49 | 11:42 |
 | Blink Dagger | 5 | 20.83% | 15.6 | 20.00% | -16.84% | -20.00% | -20.00% | 0.00% | 30:08 | 22:33 | 22:33 | 25:38 | 31:44 | 45:43 | 09:11 | 06:48 |
 | Wind Lace | 3 | 12.50% | 0.0 | 0.00% | -38.10% | 0.00% | 0.00% | 0.00% | 09:33 | 05:20 | 05:20 | 10:41 | 12:39 | 12:39 | 07:19 | 05:25 |
 | Tranquil Boots | 2 | 8.33% | 0.0 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 12:18 | 11:16 | 11:16 | 13:20 | 13:20 | 13:20 | 02:04 | 01:31 |
 | Hood of Defiance | 1 | 4.17% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.17% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:07 | 20:07 | 20:07 | 20:07 | 20:07 | 20:07 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.17% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 4.17% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:57 | 32:57 | 32:57 | 32:57 | 32:57 | 32:57 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.17% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:34 | 25:34 | 25:34 | 25:34 | 25:34 | 25:34 | 00:00 | 00:00 |
 | Pavise | 1 | 4.17% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:15 | 13:15 | 13:15 | 13:15 | 13:15 | 13:15 | 00:00 | 00:00 |