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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 | |
 | Void Stone | 3 | 33.33% | 100.0 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 40:12 | 26:17 | 26:17 | 39:18 | 55:00 | 55:00 | 28:43 | 21:16 |
 | Aghanim's Scepter | 3 | 33.33% | 96.0 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 37:17 | 32:17 | 32:17 | 37:41 | 41:53 | 41:53 | 09:36 | 07:06 |
 | Ring of Health | 2 | 22.22% | 92.0 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 47:52 | 40:44 | 40:44 | 54:59 | 54:59 | 54:59 | 14:15 | 10:33 |
 | Refresher Orb | 2 | 22.22% | 88.0 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 49:02 | 42:49 | 42:49 | 55:14 | 55:14 | 55:14 | 12:25 | 09:11 |
 | Aghanim's Shard | 4 | 44.44% | 84.0 | 75.00% | +55.00% | -75.00% | +25.00% | 12.30% | 35:00 | 25:59 | 25:59 | 28:36 | 34:07 | 51:19 | 08:08 | 06:01 |
 | Shadow Blade | 8 | 88.89% | 80.0 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:14 | 12:35 | 14:27 | 21:38 | 30:01 | 42:41 | 15:34 | 11:31 |
 | Magic Stick | 9 | 100.00% | 76.0 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 01:27 | -01:29 | -01:29 | 01:32 | 03:23 | 05:19 | 04:52 | 03:36 |
 | Phase Boots | 9 | 100.00% | 72.0 | 44.44% | +44.44% | +5.56% | +55.56% | 8.55% | 11:14 | 06:11 | 06:44 | 11:58 | 12:35 | 16:14 | 05:51 | 04:20 |
 | Boots of Speed | 9 | 100.00% | 68.0 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 04:46 | -01:29 | -01:29 | 06:46 | 07:01 | 11:22 | 08:30 | 06:17 |
 | Chainmail | 9 | 100.00% | 64.0 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 10:01 | 04:50 | 05:56 | 10:45 | 12:03 | 13:54 | 06:07 | 04:31 |
 | Soul Ring | 3 | 33.33% | 60.0 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 14:11 | 07:49 | 07:49 | 16:44 | 18:01 | 18:01 | 10:12 | 07:33 |
 | Ring of Protection | 3 | 33.33% | 56.0 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 13:48 | 07:23 | 07:23 | 15:59 | 18:01 | 18:01 | 10:38 | 07:52 |
 | Magic Wand | 7 | 77.78% | 52.0 | 42.86% | -7.14% | -42.86% | -42.86% | 0.00% | 13:13 | 01:59 | 02:28 | 14:53 | 15:28 | 28:54 | 13:00 | 09:37 |
 | Wind Lace | 7 | 77.78% | 48.0 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 08:54 | 02:49 | 03:24 | 07:33 | 12:31 | 15:24 | 09:07 | 06:45 |
 | Black King Bar | 4 | 44.44% | 44.0 | 50.00% | +10.00% | +50.00% | +50.00% | 0.00% | 34:55 | 25:52 | 25:52 | 26:40 | 27:46 | 59:23 | 01:54 | 01:24 |
 | Aghanim's Blessing | 1 | 11.11% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 00:00 | 00:00 |
 | Kaya | 1 | 11.11% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:18 | 46:18 | 46:18 | 46:18 | 46:18 | 46:18 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 11.11% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 11.11% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Yasha | 1 | 11.11% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 11.11% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 |
 | Bracer | 3 | 33.33% | 16.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 10:02 | 02:04 | 02:04 | 02:05 | 25:56 | 25:56 | 23:52 | 17:40 |
 | Quelling Blade | 4 | 44.44% | 12.0 | 25.00% | -35.00% | -25.00% | -25.00% | 0.00% | 00:28 | -01:29 | -01:29 | -01:29 | -01:28 | 06:16 | 00:01 | 00:00 |
 | Fluffy Hat | 1 | 11.11% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 00:00 | 00:00 |
 | Force Staff | 1 | 11.11% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 00:00 | 00:00 |