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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 | |
 | Magic Wand | 22 | 56.41% | 100.0 | 54.55% | +42.79% | +12.12% | +5.45% | -1.08% | 09:41 | -01:29 | 07:06 | 09:33 | 13:17 | 19:22 | 06:11 | 04:34 |
 | Void Stone | 17 | 43.59% | 96.0 | 52.94% | +30.21% | -2.94% | -2.94% | 0.00% | 23:20 | 11:17 | 17:04 | 20:00 | 27:27 | 40:47 | 10:23 | 07:41 |
 | Aether Lens | 15 | 38.46% | 92.0 | 53.33% | +28.33% | -28.33% | -3.33% | 4.92% | 24:26 | 17:36 | 18:49 | 19:52 | 23:54 | 41:08 | 05:05 | 03:45 |
 | Magic Stick | 26 | 66.67% | 88.0 | 46.15% | +30.77% | -3.29% | +37.18% | 5.69% | 04:26 | -01:29 | 01:09 | 03:17 | 08:16 | 13:28 | 07:07 | 05:16 |
 | Boots of Speed | 39 | 100.00% | 84.0 | 35.90% | +35.90% | +14.10% | -25.90% | -8.86% | 08:45 | -01:29 | 05:12 | 07:10 | 09:43 | 24:11 | 04:31 | 03:20 |
 | Tranquil Boots | 16 | 41.03% | 80.0 | 43.75% | +13.32% | -18.75% | +6.25% | 1.63% | 18:14 | 05:41 | 10:31 | 16:10 | 25:49 | 27:27 | 15:18 | 11:20 |
 | Crown | 23 | 58.97% | 76.0 | 34.78% | -2.72% | -18.11% | -18.11% | 0.00% | 05:57 | -01:29 | 03:21 | 06:33 | 08:14 | 15:47 | 04:53 | 03:37 |
 | Glimmer Cape | 8 | 20.51% | 72.0 | 50.00% | +17.74% | +50.00% | 0.00% | 0.00% | 26:07 | 16:53 | 22:30 | 22:57 | 29:46 | 34:36 | 07:16 | 05:22 |
 | Wind Lace | 20 | 51.28% | 68.0 | 35.00% | -1.84% | -15.00% | +5.00% | 1.09% | 13:56 | -01:29 | 04:25 | 11:24 | 22:47 | 27:12 | 18:22 | 13:36 |
 | Arcane Boots | 15 | 38.46% | 64.0 | 33.33% | -4.17% | -8.33% | -8.33% | 0.00% | 14:29 | 09:34 | 12:32 | 14:05 | 15:34 | 19:36 | 03:02 | 02:14 |
 | Rod of Atos | 16 | 41.03% | 60.0 | 31.25% | -7.88% | -31.25% | -6.25% | 3.65% | 18:17 | 11:37 | 14:42 | 17:28 | 21:33 | 24:33 | 06:51 | 05:04 |
 | Null Talisman | 22 | 56.41% | 56.0 | 27.27% | -19.79% | +6.06% | -27.27% | -20.83% | 02:02 | -01:29 | 01:27 | 02:30 | 03:03 | 03:48 | 01:36 | 01:11 |
 | Veil of Discord | 7 | 17.95% | 52.0 | 42.86% | +8.48% | +57.14% | -42.86% | 0.00% | 14:13 | 08:09 | 09:25 | 13:12 | 13:53 | 27:20 | 04:28 | 03:18 |
 | Ring of Basilius | 7 | 17.95% | 48.0 | 42.86% | +8.48% | +57.14% | -42.86% | 0.00% | 05:32 | -01:29 | -01:29 | 00:58 | 03:27 | 27:20 | 04:56 | 03:39 |
 | Fluffy Hat | 8 | 20.51% | 44.0 | 37.50% | +2.02% | +12.50% | +12.50% | 0.00% | 22:41 | 02:18 | 14:10 | 20:01 | 23:44 | 58:29 | 09:34 | 07:05 |
 | Shadow Blade | 1 | 2.56% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.56% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.56% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 12.82% | 28.0 | 40.00% | +4.71% | -40.00% | -40.00% | 0.00% | 32:48 | 25:28 | 25:28 | 33:17 | 37:11 | 41:53 | 11:43 | 08:40 |
 | Force Staff | 6 | 15.38% | 24.0 | 33.33% | -3.03% | +16.67% | -33.33% | 0.00% | 30:55 | 20:34 | 23:59 | 24:13 | 30:36 | 58:29 | 06:37 | 04:54 |
 | Blink Dagger | 8 | 20.51% | 20.0 | 25.00% | -13.71% | +75.00% | -25.00% | 0.00% | 32:18 | 24:27 | 24:33 | 30:32 | 34:49 | 50:00 | 10:16 | 07:36 |
 | Scythe of Vyse | 2 | 5.13% | 16.0 | 50.00% | +14.86% | +50.00% | 0.00% | 0.00% | 51:58 | 49:22 | 49:22 | 54:34 | 54:34 | 54:34 | 05:12 | 03:51 |
 | Aghanim's Shard | 3 | 7.69% | 12.0 | 33.33% | -2.78% | +66.67% | 0.00% | 0.00% | 37:49 | 31:43 | 31:43 | 35:35 | 46:09 | 46:09 | 14:26 | 10:41 |
 | Ghost Scepter | 5 | 12.82% | 8.0 | 20.00% | -18.24% | -20.00% | -20.00% | 0.00% | 24:59 | 18:52 | 18:52 | 24:37 | 28:15 | 29:05 | 09:23 | 06:57 |
 | Aeon Disk | 4 | 10.26% | 4.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 37:35 | 26:26 | 26:26 | 37:09 | 41:44 | 45:00 | 15:18 | 11:20 |