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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 | |
 | Fluffy Hat | 8 | 38.10% | 100.0 | 87.50% | +49.04% | +12.50% | +12.50% | 0.00% | 21:37 | 13:49 | 19:33 | 21:58 | 22:17 | 28:38 | 02:44 | 02:01 |
 | Magic Wand | 13 | 61.90% | 96.4 | 69.23% | +31.73% | -2.56% | -35.90% | -5.21% | 18:50 | 06:14 | 14:11 | 18:19 | 20:35 | 31:33 | 06:24 | 04:44 |
 | Headdress | 20 | 95.24% | 92.9 | 60.00% | +60.00% | -20.00% | 0.00% | 3.60% | 04:21 | -01:29 | 01:22 | 03:04 | 06:55 | 15:15 | 05:33 | 04:06 |
 | Mekansm | 20 | 95.24% | 89.3 | 60.00% | +60.00% | +20.00% | -20.00% | -16.55% | 13:51 | 10:58 | 11:46 | 12:59 | 14:11 | 20:41 | 02:25 | 01:47 |
 | Magic Stick | 16 | 76.19% | 85.7 | 62.50% | +22.50% | -12.50% | +12.50% | 2.09% | 09:48 | -01:29 | 02:37 | 11:40 | 14:33 | 18:36 | 11:56 | 08:50 |
 | Chainmail | 21 | 100.00% | 82.1 | 57.14% | +57.14% | +2.86% | -17.14% | -12.00% | 10:00 | 06:40 | 08:47 | 09:58 | 10:27 | 17:15 | 01:40 | 01:14 |
 | Ring of Basilius | 17 | 80.95% | 78.6 | 58.82% | +8.82% | +16.18% | -8.82% | -6.98% | 05:58 | -01:29 | 03:13 | 05:12 | 06:48 | 15:52 | 03:35 | 02:39 |
 | Boots of Speed | 17 | 80.95% | 75.0 | 47.06% | -52.94% | +2.94% | +2.94% | 0.00% | 16:00 | 05:02 | 08:43 | 15:19 | 19:25 | 33:32 | 10:42 | 07:55 |
 | Holy Locket | 4 | 19.05% | 71.4 | 75.00% | +22.06% | +25.00% | -75.00% | 0.00% | 22:35 | 18:30 | 18:30 | 22:38 | 23:10 | 26:01 | 04:40 | 03:27 |
 | Ring of Protection | 9 | 42.86% | 67.9 | 55.56% | -2.77% | -5.56% | -55.56% | -9.80% | 26:57 | 19:38 | 23:29 | 24:47 | 28:35 | 38:06 | 05:06 | 03:46 |
 | Buckler | 9 | 42.86% | 67.9 | 55.56% | -2.77% | -5.56% | -55.56% | -9.80% | 26:57 | 19:38 | 23:29 | 24:47 | 28:35 | 38:06 | 05:06 | 03:46 |
 | Arcane Boots | 7 | 33.33% | 60.7 | 57.14% | 0.00% | -7.14% | +42.86% | 9.40% | 21:31 | 17:13 | 17:55 | 21:29 | 23:14 | 25:45 | 05:19 | 03:56 |
 | Wind Lace | 5 | 23.81% | 57.1 | 60.00% | +3.75% | -60.00% | +40.00% | 18.29% | 16:23 | 09:15 | 09:15 | 14:30 | 14:43 | 30:52 | 05:28 | 04:02 |
 | Drum of Endurance | 5 | 23.81% | 53.6 | 60.00% | +3.75% | -60.00% | +40.00% | 13.95% | 20:14 | 13:41 | 13:41 | 18:13 | 20:51 | 30:52 | 07:10 | 05:18 |
 | Quelling Blade | 3 | 14.29% | 50.0 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | -01:27 | -01:29 | -01:29 | -01:28 | -01:24 | -01:24 | 00:05 | 00:03 |
 | Guardian Greaves | 4 | 19.05% | 46.4 | 50.00% | -8.82% | +50.00% | -50.00% | 0.00% | 28:02 | 25:16 | 25:16 | 26:28 | 28:05 | 32:18 | 02:49 | 02:05 |
 | Helm of Iron Will | 1 | 4.76% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |
 | Vanguard | 1 | 4.76% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 4.76% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:20 | 23:20 | 23:20 | 23:20 | 23:20 | 23:20 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.76% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 4.76% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Glimmer Cape | 5 | 23.81% | 25.0 | 40.00% | -22.50% | +60.00% | -40.00% | -7.14% | 30:04 | 21:12 | 21:12 | 32:17 | 35:12 | 36:00 | 14:00 | 10:22 |
 | Vladmir's Offering | 3 | 14.29% | 21.4 | 33.33% | -27.78% | -33.33% | 0.00% | 0.00% | 30:42 | 24:32 | 24:32 | 29:25 | 38:10 | 38:10 | 13:38 | 10:05 |
 | Morbid Mask | 3 | 14.29% | 17.9 | 33.33% | -27.78% | -33.33% | 0.00% | 0.00% | 30:18 | 24:14 | 24:14 | 28:35 | 38:06 | 38:06 | 13:52 | 10:16 |
 | Medallion of Courage | 3 | 14.29% | 14.3 | 33.33% | -27.78% | +66.67% | 0.00% | 0.00% | 09:47 | 07:20 | 07:20 | 08:52 | 13:10 | 13:10 | 05:50 | 04:19 |
 | Blight Stone | 3 | 14.29% | 10.7 | 33.33% | -27.78% | +66.67% | 0.00% | 0.00% | 02:19 | -01:29 | -01:29 | -01:29 | 09:56 | 09:56 | 11:25 | 08:27 |
 | Solar Crest | 1 | 4.76% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.76% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |