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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 | |
 | Aether Lens | 6 | 54.55% | 100.0 | 83.33% | +43.33% | -33.33% | +16.67% | 14.15% | 26:48 | 21:36 | 25:22 | 26:21 | 28:54 | 31:56 | 03:32 | 02:37 |
 | Fluffy Hat | 3 | 27.27% | 95.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 19:07 | 16:11 | 16:11 | 16:45 | 24:26 | 24:26 | 08:15 | 06:06 |
 | Aghanim's Shard | 10 | 90.91% | 90.9 | 70.00% | +70.00% | -70.00% | +30.00% | 8.77% | 25:17 | 15:03 | 18:41 | 21:16 | 30:05 | 44:47 | 11:24 | 08:26 |
 | Arcane Boots | 10 | 90.91% | 86.4 | 70.00% | +70.00% | -3.33% | +30.00% | 2.29% | 15:47 | 04:15 | 06:09 | 09:54 | 20:41 | 43:31 | 14:32 | 10:45 |
 | Void Stone | 5 | 45.45% | 81.8 | 80.00% | +30.00% | -80.00% | +20.00% | 4.87% | 23:33 | 07:22 | 07:22 | 26:21 | 27:53 | 31:43 | 20:31 | 15:11 |
 | Boots of Speed | 11 | 100.00% | 77.3 | 63.64% | +63.64% | +36.36% | +3.03% | -13.33% | 01:36 | -01:29 | -01:29 | -01:28 | 03:59 | 08:52 | 05:28 | 04:02 |
 | Wind Lace | 9 | 81.82% | 72.7 | 66.67% | +16.67% | -16.67% | +33.33% | 5.15% | 10:16 | 02:09 | 05:18 | 09:23 | 15:01 | 16:43 | 09:43 | 07:11 |
 | Blink Dagger | 9 | 81.82% | 68.2 | 66.67% | +16.67% | +33.33% | -66.67% | -10.66% | 19:20 | 13:25 | 13:39 | 17:10 | 23:02 | 32:27 | 09:23 | 06:57 |
 | Magic Stick | 8 | 72.73% | 63.6 | 62.50% | -4.17% | -12.50% | -12.50% | 0.00% | 00:24 | -01:29 | -01:29 | -01:29 | 01:55 | 04:17 | 03:24 | 02:31 |
 | Force Staff | 2 | 18.18% | 59.1 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 29:05 | 21:24 | 21:24 | 36:46 | 36:46 | 36:46 | 15:22 | 11:22 |
 | Shadow Blade | 2 | 18.18% | 54.5 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 32:40 | 27:08 | 27:08 | 38:12 | 38:12 | 38:12 | 11:04 | 08:11 |
 | Tranquil Boots | 3 | 27.27% | 50.0 | 66.67% | +4.17% | -66.67% | 0.00% | 2.52% | 28:06 | 12:22 | 12:22 | 33:08 | 38:47 | 38:47 | 26:25 | 19:34 |
 | Magic Wand | 4 | 36.36% | 45.5 | 50.00% | -21.43% | +50.00% | -50.00% | -34.48% | 11:00 | 07:22 | 07:22 | 08:21 | 10:16 | 17:59 | 02:54 | 02:08 |
 | Headdress | 1 | 9.09% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 9.09% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 9.09% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Black King Bar | 2 | 18.18% | 27.3 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 38:18 | 32:13 | 32:13 | 44:22 | 44:22 | 44:22 | 12:09 | 09:00 |
 | Ring of Health | 1 | 9.09% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:09 | 10:09 | 10:09 | 10:09 | 10:09 | 10:09 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 9.09% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 9.09% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 9.09% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 00:00 | 00:00 |
 | Octarine Core | 1 | 9.09% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |