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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 | |
 | Holy Locket | 3 | 27.27% | 100.0 | 33.33% | +33.33% | +66.67% | 0.00% | -3.38% | 22:09 | 14:33 | 14:33 | 17:37 | 34:17 | 34:17 | 19:44 | 14:37 |
 | Orb of Venom | 4 | 36.36% | 96.4 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Headdress | 5 | 45.45% | 92.9 | 20.00% | +20.00% | +80.00% | -20.00% | -63.16% | 17:18 | 13:22 | 13:22 | 14:50 | 14:57 | 29:53 | 01:35 | 01:10 |
 | Aghanim's Scepter | 5 | 45.45% | 89.3 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 25:15 | 19:04 | 19:04 | 26:13 | 28:35 | 30:42 | 09:31 | 07:02 |
 | Arcane Boots | 6 | 54.55% | 85.7 | 16.67% | +16.67% | +33.33% | -16.67% | -16.85% | 14:57 | 10:40 | 12:07 | 12:26 | 15:05 | 26:39 | 02:58 | 02:11 |
 | Fluffy Hat | 7 | 63.64% | 82.1 | 14.29% | +14.29% | +35.71% | -14.29% | -5.94% | 18:43 | 11:41 | 12:11 | 16:37 | 20:36 | 33:59 | 08:25 | 06:14 |
 | Boots of Speed | 11 | 100.00% | 78.6 | 9.09% | +9.09% | -9.09% | -9.09% | 0.00% | 04:40 | -01:29 | 02:48 | 05:11 | 06:49 | 09:31 | 04:01 | 02:58 |
 | Magic Stick | 11 | 100.00% | 75.0 | 9.09% | +9.09% | -9.09% | +24.24% | 6.80% | 04:00 | -01:29 | 01:12 | 03:22 | 06:06 | 11:18 | 04:54 | 03:37 |
 | Magic Wand | 8 | 72.73% | 71.4 | 12.50% | +12.50% | -12.50% | -12.50% | 0.00% | 13:27 | 01:55 | 03:25 | 11:51 | 13:25 | 34:17 | 10:00 | 07:24 |
 | Chainmail | 4 | 36.36% | 67.9 | 0.00% | -14.29% | 0.00% | 0.00% | 0.00% | 10:48 | 07:10 | 07:10 | 07:36 | 13:28 | 14:57 | 06:18 | 04:40 |
 | Soul Ring | 2 | 18.18% | 64.3 | 0.00% | -11.11% | 0.00% | 0.00% | 0.00% | 04:58 | 03:25 | 03:25 | 06:30 | 06:30 | 06:30 | 03:05 | 02:17 |
 | Spirit Vessel | 1 | 9.09% | 60.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 18.18% | 57.1 | 0.00% | -11.11% | 0.00% | 0.00% | 0.00% | 28:21 | 16:41 | 16:41 | 40:00 | 40:00 | 40:00 | 23:19 | 17:16 |
 | Echo Sabre | 2 | 18.18% | 53.6 | 0.00% | -11.11% | 0.00% | 0.00% | 0.00% | 14:03 | 14:00 | 14:00 | 14:05 | 14:05 | 14:05 | 00:05 | 00:03 |
 | Wind Lace | 3 | 27.27% | 50.0 | 0.00% | -12.50% | 0.00% | 0.00% | 0.00% | 07:00 | 01:17 | 01:17 | 04:28 | 15:14 | 15:14 | 13:57 | 10:20 |
 | Tranquil Boots | 1 | 9.09% | 46.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:51 | 15:51 | 15:51 | 15:51 | 15:51 | 15:51 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 9.09% | 42.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Radiance | 1 | 9.09% | 39.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Black King Bar | 1 | 9.09% | 35.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 18.18% | 32.1 | 0.00% | -11.11% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Force Staff | 1 | 9.09% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 9.09% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:22 | 10:22 | 10:22 | 10:22 | 10:22 | 10:22 | 00:00 | 00:00 |
 | Mekansm | 1 | 9.09% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 00:00 | 00:00 |
 | Void Stone | 1 | 9.09% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Ring of Health | 1 | 9.09% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Phase Boots | 2 | 18.18% | 10.7 | 0.00% | -11.11% | 0.00% | 0.00% | 0.00% | 08:44 | 07:27 | 07:27 | 10:00 | 10:00 | 10:00 | 02:33 | 01:53 |
 | Ring of Protection | 3 | 27.27% | 7.1 | 0.00% | -12.50% | 0.00% | 0.00% | 0.00% | 05:00 | 02:39 | 02:39 | 04:10 | 08:11 | 08:11 | 05:32 | 04:05 |
 | Aghanim's Shard | 1 | 9.09% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |