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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 | 4 | 17.39% | 100.0 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 35:38 | 33:23 | 33:23 | 35:15 | 36:30 | 37:24 | 03:07 | 02:18 |
 | Wind Lace | 19 | 82.61% | 95.7 | 68.42% | +43.42% | -8.42% | +11.58% | 4.23% | 06:40 | -01:29 | 03:25 | 05:11 | 08:09 | 23:31 | 04:44 | 03:30 |
 | Tranquil Boots | 19 | 82.61% | 91.3 | 68.42% | +43.42% | +11.58% | +11.58% | 0.00% | 09:23 | 04:17 | 07:01 | 08:14 | 09:41 | 23:46 | 02:40 | 01:58 |
 | Blink Dagger | 11 | 47.83% | 87.0 | 72.73% | +22.73% | +27.27% | -6.06% | -8.40% | 20:22 | 17:34 | 18:13 | 19:22 | 22:11 | 24:03 | 03:58 | 02:56 |
 | Void Stone | 6 | 26.09% | 82.6 | 83.33% | +30.39% | -33.33% | +16.67% | 3.95% | 23:20 | 12:25 | 15:15 | 22:49 | 27:55 | 33:48 | 12:40 | 09:22 |
 | Boots of Speed | 23 | 100.00% | 78.3 | 60.87% | +60.87% | +5.80% | +22.46% | 3.02% | 03:24 | -01:29 | -01:29 | 04:41 | 07:00 | 09:43 | 08:29 | 06:17 |
 | Ring of Protection | 8 | 34.78% | 73.9 | 75.00% | +21.67% | +25.00% | -25.00% | -5.76% | 08:49 | -01:29 | -01:29 | 05:31 | 10:10 | 34:28 | 11:39 | 08:37 |
 | Magic Stick | 22 | 95.65% | 69.6 | 59.09% | -40.91% | -9.09% | +0.91% | 1.56% | 03:59 | -01:29 | -01:16 | 02:35 | 07:41 | 13:00 | 08:57 | 06:37 |
 | Magic Wand | 15 | 65.22% | 65.2 | 60.00% | -2.50% | -35.00% | -10.00% | 7.14% | 11:30 | 03:48 | 09:20 | 10:54 | 12:50 | 25:42 | 03:30 | 02:35 |
 | Soul Ring | 5 | 21.74% | 60.9 | 80.00% | +24.44% | +20.00% | +20.00% | 0.00% | 15:07 | 06:02 | 06:02 | 11:51 | 13:03 | 34:28 | 07:01 | 05:11 |
 | Eul's Scepter of Divinity | 5 | 21.74% | 56.5 | 80.00% | +24.44% | +20.00% | +20.00% | 0.00% | 25:53 | 19:42 | 19:42 | 25:11 | 27:55 | 33:52 | 08:13 | 06:05 |
 | Force Staff | 7 | 30.43% | 52.2 | 57.14% | -5.36% | +42.86% | -7.14% | -14.22% | 22:54 | 16:31 | 20:09 | 22:43 | 23:40 | 30:51 | 03:31 | 02:36 |
 | Fluffy Hat | 7 | 30.43% | 47.8 | 57.14% | -5.36% | -7.14% | +42.86% | 20.55% | 11:26 | 09:12 | 09:42 | 11:35 | 12:08 | 15:05 | 02:26 | 01:48 |
 | Helm of Iron Will | 1 | 4.35% | 43.5 | 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 |
 | Helm of the Dominator | 1 | 4.35% | 39.1 | 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 |
 | Null Talisman | 1 | 4.35% | 34.8 | 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 |
 | Aether Lens | 1 | 4.35% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Crown | 1 | 4.35% | 26.1 | 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 |
 | Spirit Vessel | 1 | 4.35% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 8.70% | 17.4 | 50.00% | -11.90% | -50.00% | 0.00% | 0.00% | 09:51 | 06:58 | 06:58 | 12:43 | 12:43 | 12:43 | 05:45 | 04:15 |
 | Aghanim's Scepter | 3 | 13.04% | 13.0 | 33.33% | -31.67% | +66.67% | 0.00% | 0.00% | 32:30 | 31:15 | 31:15 | 32:04 | 34:12 | 34:12 | 02:57 | 02:11 |
 | Ghost Scepter | 3 | 13.04% | 8.7 | 33.33% | -31.67% | +66.67% | 0.00% | 0.00% | 29:16 | 26:43 | 26:43 | 28:49 | 32:15 | 32:15 | 05:32 | 04:05 |
 | Quelling Blade | 3 | 13.04% | 4.3 | 33.33% | -31.67% | -33.33% | 0.00% | 0.00% | 07:36 | -01:28 | -01:28 | 04:34 | 19:43 | 19:43 | 21:11 | 15:41 |