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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 | |
 | Chainmail | 3 | 27.27% | 100.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 16:37 | 14:17 | 14:17 | 16:11 | 19:22 | 19:22 | 05:05 | 03:45 |
 | Magic Stick | 9 | 81.82% | 96.9 | 66.67% | +66.67% | +33.33% | +33.33% | 0.00% | 03:47 | -01:28 | -01:28 | 03:08 | 07:23 | 09:59 | 08:51 | 06:33 |
 | Magic Wand | 7 | 63.64% | 93.8 | 71.43% | +46.43% | -21.43% | +28.57% | 20.55% | 08:12 | 04:29 | 07:13 | 07:48 | 09:39 | 10:52 | 02:26 | 01:48 |
 | Wind Lace | 10 | 90.91% | 90.6 | 60.00% | +60.00% | +6.67% | -10.00% | -3.80% | 04:38 | -01:29 | 02:25 | 04:48 | 06:48 | 11:35 | 04:23 | 03:14 |
 | Tranquil Boots | 10 | 90.91% | 87.5 | 60.00% | +60.00% | +6.67% | -10.00% | -5.29% | 08:10 | 04:55 | 05:47 | 07:44 | 08:56 | 15:14 | 03:09 | 02:20 |
 | Force Staff | 8 | 72.73% | 84.4 | 62.50% | +29.17% | -12.50% | -12.50% | 0.00% | 18:41 | 14:25 | 15:09 | 16:52 | 17:47 | 31:45 | 02:38 | 01:57 |
 | Boots of Speed | 11 | 100.00% | 81.3 | 54.55% | +54.55% | -21.22% | -21.22% | 0.00% | 05:40 | -01:29 | 04:08 | 06:13 | 07:11 | 14:51 | 03:03 | 02:15 |
 | Aeon Disk | 2 | 18.18% | 78.1 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 37:49 | 29:12 | 29:12 | 46:26 | 46:26 | 46:26 | 17:14 | 12:45 |
 | Ring of Health | 2 | 18.18% | 75.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 27:42 | 17:56 | 17:56 | 37:28 | 37:28 | 37:28 | 19:32 | 14:28 |
 | Void Stone | 2 | 18.18% | 71.9 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 34:51 | 32:14 | 32:14 | 37:28 | 37:28 | 37:28 | 05:14 | 03:52 |
 | Blight Stone | 2 | 18.18% | 68.8 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 17:47 | 16:11 | 16:11 | 19:22 | 19:22 | 19:22 | 03:11 | 02:21 |
 | Medallion of Courage | 2 | 18.18% | 65.6 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 17:47 | 16:11 | 16:11 | 19:22 | 19:22 | 19:22 | 03:11 | 02:21 |
 | Headdress | 2 | 18.18% | 62.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 10:53 | 10:42 | 10:42 | 11:04 | 11:04 | 11:04 | 00:22 | 00:16 |
 | Fluffy Hat | 10 | 90.91% | 59.4 | 50.00% | -50.00% | +16.67% | 0.00% | -2.08% | 14:04 | 07:49 | 09:30 | 11:01 | 17:31 | 31:45 | 08:01 | 05:56 |
 | Glimmer Cape | 3 | 27.27% | 56.3 | 66.67% | +16.67% | -66.67% | 0.00% | 10.78% | 23:49 | 21:23 | 21:23 | 22:31 | 27:34 | 27:34 | 06:11 | 04:34 |
 | Aghanim's Shard | 4 | 36.36% | 53.1 | 50.00% | -7.14% | +50.00% | +50.00% | 0.00% | 24:24 | 21:14 | 21:14 | 21:33 | 26:30 | 28:20 | 05:16 | 03:54 |
 | Eul's Scepter of Divinity | 1 | 9.09% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 9.09% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 9.09% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 9.09% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 00:00 | 00:00 |
 | Solar Crest | 1 | 9.09% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 00:00 | 00:00 |
 | Mekansm | 1 | 9.09% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 00:00 | 00:00 |
 | Crown | 1 | 9.09% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 18.18% | 28.1 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 27:59 | 27:26 | 27:26 | 28:31 | 28:31 | 28:31 | 01:05 | 00:48 |
 | Urn of Shadows | 2 | 18.18% | 25.0 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 05:42 | 05:00 | 05:00 | 06:24 | 06:24 | 06:24 | 01:24 | 01:02 |
 | Ring of Protection | 2 | 18.18% | 21.9 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 01:30 | -01:29 | -01:29 | 04:28 | 04:28 | 04:28 | 05:57 | 04:24 |
 | Quelling Blade | 2 | 18.18% | 18.8 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 09:10 | 08:39 | 08:39 | 09:41 | 09:41 | 09:41 | 01:02 | 00:45 |
 | Ethereal Blade | 1 | 9.09% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:07 | 47:07 | 47:07 | 47:07 | 47:07 | 47:07 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 18.18% | 12.5 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Ghost Scepter | 2 | 18.18% | 9.4 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 36:26 | 26:12 | 26:12 | 46:40 | 46:40 | 46:40 | 20:28 | 15:09 |
 | Spirit Vessel | 1 | 9.09% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 9.09% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 00:00 | 00:00 |