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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 | |
 | Ring of Health | 5 | 13.16% | 100.0 | 80.00% | +43.64% | +20.00% | +20.00% | 0.00% | 30:17 | 12:15 | 12:15 | 32:55 | 37:45 | 38:19 | 25:30 | 18:53 |
 | Magic Wand | 27 | 71.05% | 96.8 | 48.15% | +20.88% | -5.29% | -19.58% | -3.12% | 12:35 | 07:01 | 09:41 | 12:17 | 14:16 | 22:25 | 04:35 | 03:23 |
 | Boots of Speed | 38 | 100.00% | 93.5 | 42.11% | +42.11% | -2.11% | +13.45% | 2.42% | 04:33 | -01:29 | -01:29 | 05:40 | 07:54 | 10:45 | 09:23 | 06:57 |
 | Aghanim's Shard | 8 | 21.05% | 90.3 | 62.50% | +25.83% | +37.50% | -12.50% | 0.00% | 31:50 | 20:31 | 20:40 | 31:35 | 38:30 | 43:03 | 17:50 | 13:12 |
 | Magic Stick | 37 | 97.37% | 87.1 | 40.54% | -59.46% | -7.21% | -7.21% | 0.00% | 03:56 | -01:29 | 01:23 | 03:12 | 05:03 | 16:16 | 03:40 | 02:42 |
 | Fluffy Hat | 25 | 65.79% | 83.9 | 44.00% | +5.54% | -10.67% | +22.67% | 7.09% | 13:32 | 03:09 | 10:32 | 12:29 | 15:14 | 33:54 | 04:42 | 03:28 |
 | Headdress | 20 | 52.63% | 80.6 | 45.00% | +6.11% | -5.00% | +15.00% | 6.28% | 14:41 | 08:56 | 11:51 | 13:49 | 15:02 | 27:24 | 03:11 | 02:21 |
 | Holy Locket | 20 | 52.63% | 77.4 | 45.00% | +6.11% | -25.00% | +15.00% | 9.56% | 19:14 | 14:06 | 15:37 | 18:35 | 19:48 | 34:21 | 04:11 | 03:05 |
 | Blink Dagger | 17 | 44.74% | 74.2 | 47.06% | +8.96% | +2.94% | +2.94% | 0.00% | 25:55 | 15:11 | 21:48 | 24:42 | 29:45 | 38:10 | 07:57 | 05:53 |
 | Chainmail | 15 | 39.47% | 71.0 | 46.67% | +7.54% | -21.67% | +28.33% | 3.65% | 21:39 | 04:04 | 13:53 | 22:08 | 27:35 | 41:09 | 13:42 | 10:08 |
 | Void Stone | 4 | 10.53% | 67.7 | 75.00% | +36.76% | +25.00% | +25.00% | 0.00% | 30:56 | 14:45 | 14:45 | 32:55 | 37:45 | 38:19 | 23:00 | 17:02 |
 | Pipe of Insight | 2 | 5.26% | 64.5 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 32:14 | 27:52 | 27:52 | 36:35 | 36:35 | 36:35 | 08:43 | 06:27 |
 | Hood of Defiance | 2 | 5.26% | 61.3 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 23:56 | 17:29 | 17:29 | 30:22 | 30:22 | 30:22 | 12:53 | 09:32 |
 | Wind Lace | 23 | 60.53% | 58.1 | 39.13% | -7.54% | +10.87% | -5.80% | -1.02% | 13:36 | -01:29 | 05:19 | 10:01 | 21:40 | 42:55 | 16:21 | 12:06 |
 | Medallion of Courage | 13 | 34.21% | 54.8 | 46.15% | +6.15% | -12.82% | +20.52% | 2.43% | 23:59 | 14:04 | 15:23 | 23:12 | 29:07 | 41:09 | 13:44 | 10:10 |
 | Blight Stone | 13 | 34.21% | 51.6 | 46.15% | +6.15% | -46.15% | +20.52% | 4.85% | 23:41 | 12:47 | 15:23 | 23:12 | 29:07 | 41:09 | 13:44 | 10:10 |
 | Ring of Basilius | 14 | 36.84% | 48.4 | 42.86% | +1.19% | +7.14% | -42.86% | -8.88% | 06:43 | 01:39 | 02:55 | 05:38 | 08:33 | 18:10 | 05:38 | 04:10 |
 | Crown | 11 | 28.95% | 45.2 | 45.45% | +4.71% | +21.22% | -12.12% | -3.26% | 25:09 | 07:31 | 19:24 | 26:20 | 29:38 | 42:55 | 10:14 | 07:34 |
 | Glimmer Cape | 5 | 13.16% | 41.9 | 60.00% | +20.61% | +40.00% | +40.00% | 0.00% | 23:47 | 21:12 | 21:12 | 21:52 | 26:01 | 28:04 | 04:49 | 03:34 |
 | Arcane Boots | 16 | 42.11% | 38.7 | 37.50% | -7.95% | -12.50% | -12.50% | 0.00% | 14:30 | 07:02 | 10:13 | 13:09 | 15:51 | 29:07 | 05:38 | 04:10 |
 | Solar Crest | 9 | 23.68% | 35.5 | 44.44% | +3.06% | +5.56% | +5.56% | 0.00% | 30:33 | 19:44 | 20:18 | 30:33 | 34:51 | 44:31 | 14:33 | 10:46 |
 | Lotus Orb | 3 | 7.89% | 32.3 | 66.67% | +26.67% | -66.67% | 0.00% | 0.00% | 36:40 | 33:40 | 33:40 | 38:00 | 38:19 | 38:19 | 04:39 | 03:26 |
 | Tranquil Boots | 17 | 44.74% | 29.0 | 29.41% | -22.97% | -29.41% | -29.41% | 0.00% | 15:21 | 07:48 | 10:16 | 11:25 | 21:41 | 30:39 | 11:25 | 08:27 |
 | Force Staff | 4 | 10.53% | 25.8 | 50.00% | +8.82% | +50.00% | -50.00% | 0.00% | 27:02 | 22:40 | 22:40 | 23:15 | 26:50 | 35:24 | 04:10 | 03:05 |
 | Orb of Venom | 9 | 23.68% | 22.6 | 33.33% | -11.50% | +16.67% | +16.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 2.63% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 00:00 | 00:00 |
 | Phase Boots | 1 | 2.63% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:58 | 04:58 | 04:58 | 04:58 | 04:58 | 04:58 | 00:00 | 00:00 |
 | Mekansm | 2 | 5.26% | 12.9 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 33:21 | 26:06 | 26:06 | 40:36 | 40:36 | 40:36 | 14:30 | 10:44 |
 | Ring of Protection | 3 | 7.89% | 9.7 | 0.00% | -45.71% | 0.00% | 0.00% | 0.00% | 14:29 | -01:29 | -01:29 | 15:25 | 29:31 | 29:31 | 31:00 | 22:57 |
 | Buckler | 1 | 2.63% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.63% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 00:00 | 00:00 |