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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 | |
 | Dragon Lance | 2 | 25.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 33:08 | 16:40 | 24:53 | 33:07 | 41:21 | 49:35 | 16:27 | 12:11 |
 | Fluffy Hat | 2 | 25.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:55 | 19:03 | 25:58 | 32:54 | 39:50 | 46:46 | 13:51 | 10:15 |
 | Hurricane Pike | 2 | 25.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 35:53 | 21:53 | 28:52 | 35:52 | 42:52 | 49:52 | 13:59 | 10:21 |
 | Force Staff | 2 | 25.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 34:20 | 21:53 | 28:06 | 34:19 | 40:32 | 46:46 | 12:26 | 09:12 |
 | Wraith Band | 2 | 25.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 03:52 | 02:57 | 03:24 | 03:51 | 04:18 | 04:46 | 00:54 | 00:40 |
 | Power Treads | 8 | 100.00% | 83.1 | 50.00% | +50.00% | -50.00% | 0.00% | 27.52% | 06:45 | 05:19 | 05:42 | 06:53 | 07:31 | 08:32 | 01:49 | 01:20 |
 | Magic Wand | 8 | 100.00% | 83.1 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 04:57 | 01:07 | 03:46 | 04:53 | 06:17 | 07:48 | 02:31 | 01:51 |
 | Magic Stick | 8 | 100.00% | 83.1 | 50.00% | +50.00% | +16.67% | 0.00% | -9.64% | 01:21 | -01:29 | -01:29 | 00:08 | 03:12 | 07:08 | 04:41 | 03:28 |
 | Boots of Speed | 8 | 100.00% | 83.1 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 02:26 | 01:31 | 01:35 | 02:03 | 03:23 | 03:51 | 01:48 | 01:20 |
 | Aghanim's Shard | 5 | 62.50% | 81.5 | 60.00% | +26.67% | +40.00% | -10.00% | -4.64% | 31:00 | 23:41 | 25:06 | 29:32 | 35:52 | 40:49 | 10:46 | 07:58 |
 | Morbid Mask | 6 | 75.00% | 72.4 | 50.00% | 0.00% | +50.00% | 0.00% | -15.17% | 33:39 | 29:57 | 31:53 | 34:19 | 35:10 | 36:45 | 03:17 | 02:26 |
 | Satanic | 6 | 75.00% | 72.4 | 50.00% | 0.00% | +50.00% | 0.00% | -10.74% | 36:17 | 30:21 | 32:23 | 35:17 | 37:02 | 47:44 | 04:39 | 03:26 |
 | Wind Lace | 3 | 37.50% | 68.9 | 66.67% | +26.67% | +33.33% | +33.33% | 0.00% | 03:53 | 02:23 | 03:16 | 04:09 | 04:38 | 05:08 | 01:22 | 01:01 |
 | Ring of Tarrasque | 7 | 87.50% | 66.4 | 42.86% | -57.14% | +57.14% | -42.86% | -8.98% | 41:55 | 34:40 | 36:27 | 37:59 | 47:36 | 52:42 | 11:08 | 08:15 |
 | Refresher Orb | 7 | 87.50% | 66.4 | 42.86% | -57.14% | +57.14% | -42.86% | -9.02% | 42:33 | 34:55 | 36:40 | 41:18 | 47:46 | 52:48 | 11:05 | 08:12 |
 | Black King Bar | 7 | 87.50% | 66.4 | 42.86% | -57.14% | +7.14% | +7.14% | 0.00% | 22:51 | 19:04 | 21:24 | 21:44 | 23:50 | 28:43 | 02:26 | 01:48 |
 | Cornucopia | 7 | 87.50% | 66.4 | 42.86% | -57.14% | +57.14% | -42.86% | -8.90% | 42:07 | 34:40 | 36:21 | 39:37 | 47:35 | 52:42 | 11:14 | 08:19 |
 | Bottle | 4 | 50.00% | 56.5 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 02:05 | 01:17 | 01:31 | 01:42 | 02:15 | 03:36 | 00:44 | 00:32 |
 | Maelstrom | 4 | 50.00% | 56.5 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 12:19 | 11:35 | 11:41 | 11:51 | 12:29 | 13:59 | 00:48 | 00:35 |
 | Javelin | 4 | 50.00% | 56.5 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 09:04 | 08:20 | 08:29 | 09:01 | 09:35 | 09:53 | 01:06 | 00:48 |
 | Mjollnir | 4 | 50.00% | 56.5 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 16:36 | 15:05 | 15:55 | 16:32 | 17:13 | 18:16 | 01:17 | 00:57 |
 | Blink Dagger | 1 | 12.50% | 49.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 12.50% | 49.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 00:00 | 00:00 |
 | Yasha | 6 | 75.00% | 45.7 | 33.33% | -66.67% | -33.33% | -33.33% | 0.00% | 17:13 | 12:22 | 12:55 | 13:18 | 22:20 | 26:13 | 09:25 | 06:58 |
 | Sange | 3 | 37.50% | 25.0 | 33.33% | -26.67% | +66.67% | -33.33% | 0.00% | 20:01 | 15:31 | 16:06 | 16:42 | 22:15 | 27:49 | 06:09 | 04:33 |
 | Sange and Yasha | 3 | 37.50% | 25.0 | 33.33% | -26.67% | +66.67% | -33.33% | 0.00% | 20:05 | 15:31 | 16:06 | 16:42 | 22:21 | 28:01 | 06:15 | 04:37 |
 | Manta Style | 3 | 37.50% | 25.0 | 33.33% | -26.67% | +66.67% | -33.33% | 0.00% | 23:23 | 16:37 | 20:08 | 23:40 | 26:45 | 29:51 | 06:37 | 04:54 |
 | Diadem | 3 | 37.50% | 25.0 | 33.33% | -26.67% | +66.67% | -33.33% | 0.00% | 19:25 | 09:28 | 15:21 | 21:14 | 24:24 | 27:34 | 09:03 | 06:42 |
 | Void Stone | 1 | 12.50% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Ring of Health | 1 | 12.50% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 12.50% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |