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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 | |
 | Black King Bar | 11 | 21.57% | 100.0 | 72.73% | +35.23% | -6.06% | -6.06% | 0.00% | 33:42 | 26:02 | 29:20 | 35:46 | 36:48 | 41:43 | 07:28 | 05:31 |
 | Arcane Boots | 33 | 64.71% | 95.0 | 51.52% | +18.19% | -26.52% | +10.98% | 8.62% | 09:53 | 04:38 | 07:32 | 10:02 | 11:53 | 15:15 | 04:21 | 03:13 |
 | Blink Dagger | 34 | 66.67% | 90.0 | 50.00% | +14.71% | -5.56% | +25.00% | 4.93% | 25:19 | 14:26 | 21:35 | 24:03 | 27:47 | 37:38 | 06:12 | 04:35 |
 | Boots of Speed | 51 | 100.00% | 85.0 | 45.10% | +45.10% | -6.64% | +1.05% | 2.49% | 01:50 | -01:29 | -01:29 | 02:07 | 04:34 | 09:59 | 06:03 | 04:28 |
 | Void Stone | 48 | 94.12% | 80.0 | 43.75% | -22.92% | +6.25% | -2.08% | -2.04% | 16:02 | 10:17 | 13:16 | 15:13 | 17:21 | 31:40 | 04:05 | 03:01 |
 | Aether Lens | 48 | 94.12% | 75.0 | 43.75% | -22.92% | +14.58% | -18.75% | -9.48% | 17:31 | 12:45 | 14:56 | 16:27 | 18:27 | 32:00 | 03:31 | 02:36 |
 | Magic Stick | 44 | 86.27% | 70.0 | 43.18% | -13.96% | +2.27% | -6.82% | -4.62% | 01:32 | -01:29 | -01:29 | 00:56 | 03:27 | 15:01 | 04:56 | 03:39 |
 | Magic Wand | 25 | 49.02% | 65.0 | 48.00% | +5.69% | +18.67% | +2.00% | -1.60% | 12:24 | 03:56 | 06:51 | 09:22 | 17:15 | 30:47 | 10:24 | 07:42 |
 | Wind Lace | 38 | 74.51% | 60.0 | 42.11% | -11.74% | +7.89% | +2.33% | -0.49% | 07:58 | -01:29 | 02:41 | 06:18 | 14:00 | 21:42 | 11:19 | 08:22 |
 | Tranquil Boots | 27 | 52.94% | 55.0 | 40.74% | -9.26% | -12.17% | +16.40% | 3.32% | 11:24 | 02:46 | 06:38 | 09:41 | 15:15 | 33:08 | 08:37 | 06:22 |
 | Aghanim's Shard | 12 | 23.53% | 50.0 | 50.00% | +6.41% | -16.67% | +50.00% | 8.42% | 27:12 | 20:00 | 20:49 | 24:20 | 28:44 | 38:59 | 07:55 | 05:51 |
 | Aeon Disk | 5 | 9.80% | 45.0 | 60.00% | +16.52% | -60.00% | -60.00% | 0.00% | 44:12 | 35:06 | 35:06 | 44:31 | 46:00 | 53:00 | 10:54 | 08:04 |
 | Fluffy Hat | 8 | 15.69% | 40.0 | 37.50% | -9.01% | -37.50% | -37.50% | 0.00% | 13:10 | -01:29 | 07:48 | 13:17 | 17:40 | 23:00 | 09:52 | 07:18 |
 | Quelling Blade | 1 | 1.96% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:46 | 02:46 | 02:46 | 02:46 | 02:46 | 02:46 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.96% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.96% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:30 | 37:30 | 37:30 | 37:30 | 37:30 | 37:30 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 3.92% | 20.0 | 50.00% | +5.10% | -50.00% | 0.00% | 0.00% | 36:50 | 34:50 | 34:50 | 38:49 | 38:49 | 38:49 | 03:59 | 02:57 |
 | Glimmer Cape | 2 | 3.92% | 15.0 | 50.00% | +5.10% | +50.00% | 0.00% | 0.00% | 24:34 | 20:28 | 20:28 | 28:40 | 28:40 | 28:40 | 08:12 | 06:04 |
 | Force Staff | 4 | 7.84% | 10.0 | 25.00% | -21.81% | -25.00% | -25.00% | 0.00% | 25:09 | 22:12 | 22:12 | 23:00 | 26:10 | 29:13 | 03:58 | 02:56 |
 | Ring of Basilius | 1 | 1.96% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 00:00 | 00:00 |