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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 | |
 | Urn of Shadows | 3 | 25.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 05:43 | 04:30 | 04:30 | 05:11 | 07:27 | 07:27 | 02:57 | 02:11 |
 | Ring of Protection | 5 | 41.67% | 96.8 | 80.00% | +51.43% | +20.00% | -80.00% | -5.47% | 13:26 | 03:27 | 03:27 | 05:02 | 21:44 | 33:01 | 18:17 | 13:32 |
 | Drum of Endurance | 2 | 16.67% | 93.5 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 19:16 | 14:46 | 14:46 | 23:46 | 23:46 | 23:46 | 09:00 | 06:40 |
 | Boots of Speed | 12 | 100.00% | 90.3 | 50.00% | +50.00% | -16.67% | -16.67% | 0.00% | 06:30 | 02:56 | 03:23 | 05:37 | 07:56 | 15:46 | 04:33 | 03:22 |
 | Magic Stick | 12 | 100.00% | 87.1 | 50.00% | +50.00% | +16.67% | -16.67% | -7.33% | 02:37 | -01:29 | -01:29 | 01:13 | 06:02 | 08:59 | 07:31 | 05:34 |
 | Magic Wand | 12 | 100.00% | 83.9 | 50.00% | +50.00% | +16.67% | +16.67% | 0.00% | 07:01 | 03:36 | 05:46 | 06:42 | 08:16 | 09:50 | 02:30 | 01:51 |
 | Wraith Band | 5 | 41.67% | 80.6 | 60.00% | +17.14% | +40.00% | -60.00% | -100.00% | 02:02 | 01:22 | 01:22 | 02:10 | 02:21 | 02:49 | 00:59 | 00:43 |
 | Black King Bar | 6 | 50.00% | 77.4 | 50.00% | 0.00% | 0.00% | +50.00% | 7.81% | 22:30 | 18:27 | 18:37 | 19:00 | 25:01 | 33:35 | 06:24 | 04:44 |
 | Eye of Skadi | 3 | 25.00% | 74.2 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 34:45 | 29:21 | 29:21 | 35:56 | 38:57 | 38:57 | 09:36 | 07:06 |
 | Aghanim's Shard | 3 | 25.00% | 71.0 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 28:06 | 23:24 | 23:24 | 26:34 | 34:21 | 34:21 | 10:57 | 08:06 |
 | Ghost Scepter | 3 | 25.00% | 67.7 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 21:22 | 20:10 | 20:10 | 20:13 | 23:43 | 23:43 | 03:33 | 02:37 |
 | Power Treads | 7 | 58.33% | 64.5 | 42.86% | -17.14% | +7.14% | +7.14% | 0.00% | 11:07 | 05:07 | 07:19 | 08:27 | 08:32 | 21:22 | 01:13 | 00:54 |
 | Fluffy Hat | 8 | 66.67% | 61.3 | 37.50% | -37.50% | +62.50% | -37.50% | -7.33% | 17:11 | 05:26 | 08:48 | 16:25 | 22:27 | 28:51 | 13:39 | 10:06 |
 | Wind Lace | 4 | 33.33% | 58.1 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 09:21 | 05:33 | 05:33 | 07:03 | 11:42 | 13:07 | 06:09 | 04:33 |
 | Tranquil Boots | 4 | 33.33% | 54.8 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 20:19 | 11:42 | 11:42 | 13:39 | 23:26 | 32:28 | 11:44 | 08:41 |
 | Yasha | 1 | 8.33% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:49 | 27:49 | 27:49 | 27:49 | 27:49 | 27:49 | 00:00 | 00:00 |
 | Bracer | 1 | 8.33% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 8.33% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 |
 | Sange | 1 | 8.33% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Dragon Lance | 5 | 41.67% | 38.7 | 40.00% | -17.14% | -40.00% | -40.00% | 0.00% | 13:35 | 12:15 | 12:15 | 12:22 | 12:43 | 18:13 | 00:28 | 00:20 |
 | Force Staff | 5 | 41.67% | 35.5 | 40.00% | -17.14% | +60.00% | +60.00% | 0.00% | 24:28 | 18:45 | 18:45 | 25:05 | 28:51 | 28:56 | 10:06 | 07:28 |
 | Vladmir's Offering | 2 | 16.67% | 32.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 28:23 | 21:45 | 21:45 | 35:01 | 35:01 | 35:01 | 13:16 | 09:49 |
 | Rod of Atos | 2 | 16.67% | 29.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 14:05 | 13:17 | 13:17 | 14:53 | 14:53 | 14:53 | 01:36 | 01:11 |
 | Morbid Mask | 2 | 16.67% | 25.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 27:23 | 21:44 | 21:44 | 33:02 | 33:02 | 33:02 | 11:18 | 08:22 |
 | Ring of Basilius | 2 | 16.67% | 22.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 28:23 | 21:44 | 21:44 | 35:01 | 35:01 | 35:01 | 13:17 | 09:50 |
 | Glimmer Cape | 2 | 16.67% | 19.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 24:45 | 19:25 | 19:25 | 30:04 | 30:04 | 30:04 | 10:39 | 07:53 |
 | Crown | 2 | 16.67% | 16.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 08:04 | 07:55 | 07:55 | 08:13 | 08:13 | 08:13 | 00:18 | 00:13 |
 | Buckler | 2 | 16.67% | 12.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 27:23 | 21:44 | 21:44 | 33:01 | 33:01 | 33:01 | 11:17 | 08:21 |
 | Bottle | 1 | 8.33% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:19 | 01:19 | 01:19 | 01:19 | 01:19 | 01:19 | 00:00 | 00:00 |
 | Hurricane Pike | 2 | 16.67% | 6.5 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 27:18 | 25:42 | 25:42 | 28:54 | 28:54 | 28:54 | 03:12 | 02:22 |
 | Null Talisman | 1 | 8.33% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:34 | 03:34 | 03:34 | 03:34 | 03:34 | 03:34 | 00:00 | 00:00 |