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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 | |
 | Tranquil Boots | 5 | 35.71% | 100.0 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 15:25 | 09:49 | 09:49 | 11:14 | 17:20 | 28:41 | 07:31 | 05:34 |
 | Magic Stick | 12 | 85.71% | 95.7 | 58.33% | +58.33% | +8.34% | +8.34% | 0.00% | 01:50 | -01:29 | -01:29 | -01:29 | 01:39 | 12:18 | 03:08 | 02:19 |
 | Aether Lens | 8 | 57.14% | 91.3 | 62.50% | +29.17% | -62.50% | -12.50% | 7.26% | 25:01 | 12:09 | 19:43 | 21:36 | 26:36 | 39:16 | 06:53 | 05:05 |
 | Magic Wand | 8 | 57.14% | 87.0 | 62.50% | +29.17% | -62.50% | -12.50% | 7.18% | 08:56 | 03:53 | 05:21 | 07:10 | 12:19 | 12:53 | 06:58 | 05:09 |
 | Wind Lace | 8 | 57.14% | 82.6 | 62.50% | +29.17% | -12.50% | +37.50% | 5.31% | 14:19 | 06:58 | 07:55 | 09:33 | 17:20 | 28:37 | 09:25 | 06:58 |
 | Boots of Speed | 14 | 100.00% | 78.3 | 50.00% | +50.00% | 0.00% | +16.67% | 5.35% | 07:12 | 03:23 | 05:59 | 06:50 | 09:06 | 12:14 | 03:07 | 02:18 |
 | Crown | 2 | 14.29% | 73.9 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 13:46 | 08:46 | 08:46 | 18:46 | 18:46 | 18:46 | 10:00 | 07:24 |
 | Ring of Basilius | 2 | 14.29% | 69.6 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 11:45 | 07:10 | 07:10 | 16:19 | 16:19 | 16:19 | 09:09 | 06:46 |
 | Veil of Discord | 2 | 14.29% | 65.2 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 17:11 | 11:20 | 11:20 | 23:02 | 23:02 | 23:02 | 11:42 | 08:40 |
 | Void Stone | 9 | 64.29% | 60.9 | 55.56% | +15.56% | -5.56% | -5.56% | 0.00% | 24:00 | 12:04 | 15:33 | 21:24 | 25:56 | 39:02 | 10:23 | 07:41 |
 | Aghanim's Scepter | 3 | 21.43% | 56.5 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 30:33 | 24:29 | 24:29 | 33:13 | 33:56 | 33:56 | 09:27 | 07:00 |
 | Arcane Boots | 7 | 50.00% | 52.2 | 42.86% | -14.28% | +7.14% | +57.14% | 14.42% | 15:48 | 07:11 | 10:23 | 13:21 | 13:51 | 38:03 | 03:28 | 02:34 |
 | Aeon Disk | 1 | 7.14% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 7.14% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:26 | 20:26 | 20:26 | 20:26 | 20:26 | 20:26 | 00:00 | 00:00 |
 | Fluffy Hat | 6 | 42.86% | 39.1 | 33.33% | -29.17% | +16.67% | -33.33% | -3.18% | 24:03 | 12:26 | 12:40 | 15:51 | 28:22 | 49:31 | 15:42 | 11:37 |
 | Blink Dagger | 2 | 14.29% | 34.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 37:55 | 24:14 | 24:14 | 51:35 | 51:35 | 51:35 | 27:21 | 20:15 |
 | Aghanim's Shard | 3 | 21.43% | 30.4 | 33.33% | -21.22% | +66.67% | 0.00% | 0.00% | 30:46 | 27:09 | 27:09 | 32:22 | 32:46 | 32:46 | 05:37 | 04:09 |
 | Ghost Scepter | 4 | 28.57% | 26.1 | 25.00% | -35.00% | +75.00% | -25.00% | -8.25% | 35:40 | 26:24 | 26:24 | 28:44 | 38:31 | 49:00 | 12:07 | 08:58 |
 | Octarine Core | 1 | 7.14% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Force Staff | 4 | 28.57% | 17.4 | 0.00% | -70.00% | 0.00% | 0.00% | 0.00% | 29:47 | 18:47 | 18:47 | 22:25 | 28:22 | 49:32 | 09:35 | 07:05 |
 | Glimmer Cape | 2 | 14.29% | 13.0 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 25:53 | 23:15 | 23:15 | 28:30 | 28:30 | 28:30 | 05:15 | 03:53 |
 | Eul's Scepter of Divinity | 1 | 7.14% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Null Talisman | 2 | 14.29% | 4.3 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 07:42 | 02:31 | 02:31 | 12:53 | 12:53 | 12:53 | 10:22 | 07:40 |