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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 | |
 | Aeon Disk | 6 | 15.38% | 100.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 38:33 | 33:23 | 35:15 | 37:11 | 39:40 | 48:22 | 04:25 | 03:16 |
 | Blink Dagger | 18 | 46.15% | 96.4 | 72.22% | +34.12% | +7.78% | +2.78% | -0.43% | 26:05 | 17:34 | 21:28 | 22:16 | 33:07 | 45:04 | 11:39 | 08:37 |
 | Eul's Scepter of Divinity | 10 | 25.64% | 92.9 | 80.00% | +35.17% | +20.00% | -30.00% | -6.51% | 27:01 | 19:42 | 23:02 | 27:25 | 30:43 | 34:14 | 07:41 | 05:41 |
 | Wind Lace | 32 | 82.05% | 89.3 | 62.50% | +48.21% | +25.00% | 0.00% | -4.79% | 08:07 | -01:29 | 04:06 | 06:39 | 09:19 | 31:53 | 05:13 | 03:51 |
 | Tranquil Boots | 29 | 74.36% | 85.7 | 62.07% | +32.07% | -4.93% | +9.36% | 5.36% | 09:29 | 04:46 | 07:01 | 08:44 | 09:41 | 27:18 | 02:40 | 01:58 |
 | Void Stone | 11 | 28.21% | 82.1 | 72.73% | +26.30% | +27.27% | -6.06% | -4.80% | 22:59 | 15:15 | 20:26 | 22:11 | 27:23 | 31:57 | 06:57 | 05:08 |
 | Ring of Protection | 17 | 43.59% | 78.6 | 64.71% | +19.26% | +10.29% | -14.71% | -3.08% | 07:02 | -01:29 | -01:29 | 05:55 | 09:36 | 34:28 | 11:05 | 08:12 |
 | Boots of Speed | 39 | 100.00% | 75.0 | 53.85% | +53.85% | +6.15% | +6.15% | 0.00% | 03:51 | -01:29 | -01:29 | 04:41 | 06:36 | 12:04 | 08:05 | 05:59 |
 | Magic Stick | 38 | 97.44% | 71.4 | 52.63% | -47.37% | -2.63% | +14.04% | 2.35% | 03:44 | -01:29 | 00:24 | 02:43 | 07:29 | 13:02 | 07:05 | 05:14 |
 | Soul Ring | 10 | 25.64% | 67.9 | 70.00% | +21.72% | -3.33% | -20.00% | -3.70% | 12:51 | 06:02 | 08:33 | 11:45 | 13:03 | 34:28 | 04:30 | 03:20 |
 | Magic Wand | 27 | 69.23% | 64.3 | 55.56% | +5.56% | -26.99% | +1.58% | 6.26% | 11:54 | 07:11 | 08:47 | 12:15 | 13:21 | 24:26 | 04:34 | 03:22 |
 | Spirit Vessel | 3 | 7.69% | 60.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:52 | 17:07 | 17:07 | 22:24 | 23:06 | 23:06 | 05:59 | 04:25 |
 | Urn of Shadows | 4 | 10.26% | 57.1 | 75.00% | +23.57% | +25.00% | +25.00% | 0.00% | 08:26 | 05:00 | 05:00 | 06:58 | 09:04 | 12:43 | 04:04 | 03:00 |
 | Force Staff | 8 | 20.51% | 53.6 | 50.00% | -4.84% | +50.00% | 0.00% | -6.06% | 23:16 | 16:31 | 16:44 | 22:03 | 24:59 | 34:47 | 08:15 | 06:06 |
 | Ghost Scepter | 5 | 12.82% | 50.0 | 60.00% | +7.06% | -60.00% | +40.00% | 8.42% | 32:00 | 25:52 | 25:52 | 29:34 | 37:45 | 40:05 | 11:53 | 08:48 |
 | Fluffy Hat | 15 | 38.46% | 46.4 | 33.33% | -33.34% | -33.33% | +16.67% | 9.49% | 10:15 | 01:35 | 06:52 | 09:57 | 12:08 | 22:29 | 05:16 | 03:54 |
 | Aghanim's Scepter | 3 | 7.69% | 42.9 | 66.67% | +13.89% | +33.33% | 0.00% | 0.00% | 31:05 | 29:57 | 29:57 | 31:15 | 32:04 | 32:04 | 02:07 | 01:34 |
 | Crown | 1 | 2.56% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 2.56% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.56% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.56% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.56% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 00:00 | 00:00 |
 | Aether Lens | 2 | 5.13% | 17.9 | 50.00% | -4.05% | -50.00% | 0.00% | 0.00% | 40:19 | 21:51 | 21:51 | 58:46 | 58:46 | 58:46 | 36:55 | 27:20 |
 | Arcane Boots | 3 | 7.69% | 14.3 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 24:59 | 13:24 | 13:24 | 27:21 | 34:11 | 34:11 | 20:47 | 15:23 |
 | Glimmer Cape | 1 | 2.56% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 00:00 | 00:00 |
 | Bracer | 2 | 5.13% | 7.1 | 0.00% | -56.76% | 0.00% | 0.00% | 0.00% | 18:15 | 13:22 | 13:22 | 23:08 | 23:08 | 23:08 | 09:46 | 07:14 |
 | Aghanim's Shard | 1 | 2.56% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |