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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Black King Bar | 4 | 40.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:54 | 29:47 | 29:47 | 30:15 | 35:13 | 36:20 | 05:26 | 04:01 | |
Chainmail | 5 | 50.00% | 96.7 | 80.00% | +40.00% | -80.00% | +20.00% | 30.61% | 09:22 | 07:01 | 07:01 | 09:00 | 10:17 | 12:03 | 03:16 | 02:25 | |
Phase Boots | 5 | 50.00% | 93.3 | 80.00% | +40.00% | -80.00% | +20.00% | 31.58% | 09:59 | 07:28 | 07:28 | 09:31 | 10:38 | 13:22 | 03:10 | 02:20 | |
Null Talisman | 9 | 90.00% | 90.0 | 66.67% | +66.67% | -16.67% | +33.33% | 22.39% | 04:27 | 03:08 | 03:20 | 03:52 | 05:34 | 06:24 | 02:14 | 01:39 | |
Void Stone | 9 | 90.00% | 86.7 | 66.67% | +66.67% | -66.67% | +33.33% | 19.23% | 15:02 | 09:29 | 11:31 | 13:09 | 16:43 | 28:33 | 05:12 | 03:51 | |
Aghanim's Scepter | 9 | 90.00% | 83.3 | 66.67% | +66.67% | -16.67% | +33.33% | 11.19% | 25:33 | 20:53 | 22:27 | 24:30 | 26:55 | 35:51 | 04:28 | 03:18 | |
Bottle | 10 | 100.00% | 80.0 | 60.00% | +60.00% | +6.67% | -10.00% | -16.67% | 01:55 | 01:09 | 01:28 | 01:33 | 01:54 | 04:28 | 00:26 | 00:19 | |
Boots of Speed | 10 | 100.00% | 76.7 | 60.00% | +60.00% | -26.67% | +40.00% | 24.39% | 05:09 | 02:11 | 03:50 | 05:01 | 06:34 | 07:41 | 02:44 | 02:01 | |
Magic Wand | 8 | 80.00% | 73.3 | 62.50% | +12.50% | -62.50% | +37.50% | 25.86% | 05:47 | 01:15 | 02:43 | 03:06 | 06:35 | 12:59 | 03:52 | 02:51 | |
Magic Stick | 8 | 80.00% | 70.0 | 62.50% | +12.50% | -62.50% | +37.50% | 44.12% | 04:33 | -01:23 | 02:18 | 02:36 | 04:34 | 12:42 | 02:16 | 01:40 | |
Wind Lace | 8 | 80.00% | 66.7 | 62.50% | +12.50% | -62.50% | +37.50% | 40.00% | 11:37 | 07:45 | 10:31 | 11:03 | 13:01 | 13:50 | 02:30 | 01:51 | |
Eul's Scepter of Divinity | 8 | 80.00% | 63.3 | 62.50% | +12.50% | -62.50% | +37.50% | 56.60% | 15:14 | 13:36 | 13:44 | 14:58 | 15:30 | 17:32 | 01:46 | 01:18 | |
Aghanim's Shard | 2 | 20.00% | 60.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 40:02 | 30:11 | 30:11 | 49:53 | 49:53 | 49:53 | 19:42 | 14:35 | |
Quelling Blade | 9 | 90.00% | 56.7 | 55.56% | -44.44% | -55.56% | +44.44% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Kaya | 5 | 50.00% | 53.3 | 60.00% | 0.00% | -60.00% | +40.00% | 4.37% | 31:31 | 17:48 | 17:48 | 34:32 | 40:40 | 45:54 | 22:52 | 16:56 | |
Kaya and Sange | 3 | 30.00% | 50.0 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 29:43 | 21:31 | 21:31 | 21:45 | 45:54 | 45:54 | 24:23 | 18:03 | |
Sange | 3 | 30.00% | 46.7 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 29:26 | 20:47 | 20:47 | 21:38 | 45:53 | 45:53 | 25:06 | 18:35 | |
Shiva's Guard | 1 | 10.00% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 | |
Veil of Discord | 1 | 10.00% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 | |
Lotus Orb | 1 | 10.00% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 10.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 00:00 | 00:00 | |
Crown | 1 | 10.00% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 00:00 | 00:00 | |
Ring of Health | 1 | 10.00% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 00:00 | 00:00 | |
Ethereal Blade | 2 | 20.00% | 23.3 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 39:31 | 38:21 | 38:21 | 40:41 | 40:41 | 40:41 | 02:20 | 01:43 | |
Ghost Scepter | 2 | 20.00% | 20.0 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 39:21 | 38:00 | 38:00 | 40:41 | 40:41 | 40:41 | 02:41 | 01:59 | |
Ring of Protection | 1 | 10.00% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:07 | 06:07 | 06:07 | 06:07 | 06:07 | 06:07 | 00:00 | 00:00 | |
Aether Lens | 1 | 10.00% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:15 | 52:15 | 52:15 | 52:15 | 52:15 | 52:15 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 10.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:09 | 08:09 | 08:09 | 08:09 | 08:09 | 08:09 | 00:00 | 00:00 | |
Aeon Disk | 1 | 10.00% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 10.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |