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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 | |
 | Black King Bar | 5 | 71.43% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 21:44 | 19:43 | 19:43 | 22:03 | 22:26 | 22:58 | 02:43 | 02:00 |
 | Power Treads | 7 | 100.00% | 96.7 | 71.43% | +71.43% | +28.57% | -21.43% | -50.00% | 05:47 | 04:18 | 05:01 | 05:13 | 05:30 | 07:44 | 00:29 | 00:21 |
 | Blight Stone | 7 | 100.00% | 93.3 | 71.43% | +71.43% | -21.43% | -21.43% | 0.00% | 06:51 | 02:06 | 02:45 | 05:22 | 11:11 | 11:51 | 08:26 | 06:14 |
 | Desolator | 7 | 100.00% | 90.0 | 71.43% | +71.43% | -21.43% | +28.57% | 24.00% | 14:23 | 10:13 | 13:14 | 14:20 | 15:19 | 18:13 | 02:05 | 01:32 |
 | Blink Dagger | 7 | 100.00% | 86.7 | 71.43% | +71.43% | -21.43% | +28.57% | 16.04% | 17:16 | 14:15 | 14:57 | 16:21 | 18:04 | 23:43 | 03:07 | 02:18 |
 | Boots of Speed | 7 | 100.00% | 83.3 | 71.43% | +71.43% | -21.43% | -21.43% | 0.00% | 03:50 | 01:13 | 03:23 | 03:53 | 04:00 | 06:21 | 00:37 | 00:27 |
 | Swift Blink | 2 | 28.57% | 80.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 36:04 | 34:54 | 34:54 | 37:13 | 37:13 | 37:13 | 02:19 | 01:42 |
 | Ring of Health | 2 | 28.57% | 76.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 30:14 | 28:59 | 28:59 | 31:28 | 31:28 | 31:28 | 02:29 | 01:50 |
 | Void Stone | 2 | 28.57% | 73.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 28:14 | 27:29 | 27:29 | 28:59 | 28:59 | 28:59 | 01:30 | 01:06 |
 | Linken's Sphere | 2 | 28.57% | 70.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 30:19 | 29:04 | 29:04 | 31:33 | 31:33 | 31:33 | 02:29 | 01:50 |
 | Fluffy Hat | 6 | 85.71% | 66.7 | 66.67% | -33.33% | -66.67% | +33.33% | 28.04% | 24:30 | 21:46 | 22:05 | 24:11 | 25:39 | 28:45 | 03:34 | 02:38 |
 | Dragon Lance | 6 | 85.71% | 63.3 | 66.67% | -33.33% | -16.67% | -66.67% | -26.79% | 12:07 | 09:27 | 09:29 | 09:39 | 11:21 | 21:39 | 01:52 | 01:22 |
 | Hurricane Pike | 5 | 71.43% | 60.0 | 60.00% | -40.00% | -60.00% | +40.00% | 29.70% | 26:23 | 22:40 | 22:40 | 25:24 | 26:02 | 32:49 | 03:22 | 02:29 |
 | Force Staff | 5 | 71.43% | 56.7 | 60.00% | -40.00% | -60.00% | +40.00% | 33.52% | 26:03 | 22:40 | 22:40 | 24:57 | 25:39 | 32:49 | 02:59 | 02:12 |
 | Nullifier | 3 | 42.86% | 53.3 | 66.67% | -8.33% | +33.33% | 0.00% | 0.00% | 34:56 | 28:42 | 28:42 | 31:21 | 44:46 | 44:46 | 16:04 | 11:54 |
 | Helm of Iron Will | 3 | 42.86% | 50.0 | 66.67% | -8.33% | +33.33% | 0.00% | 0.00% | 34:40 | 28:38 | 28:38 | 31:00 | 44:21 | 44:21 | 15:43 | 11:38 |
 | Crystalys | 3 | 42.86% | 46.7 | 66.67% | -8.33% | +33.33% | 0.00% | 0.00% | 29:14 | 26:30 | 26:30 | 29:14 | 31:59 | 31:59 | 05:29 | 04:03 |
 | Magic Stick | 4 | 57.14% | 43.3 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 01:28 | -01:29 | -01:29 | 01:21 | 02:06 | 03:54 | 03:35 | 02:39 |
 | Magic Wand | 4 | 57.14% | 40.0 | 50.00% | -50.00% | +50.00% | -50.00% | -30.77% | 04:28 | -01:29 | -01:29 | 04:22 | 04:44 | 10:14 | 06:13 | 04:36 |
 | Silver Edge | 1 | 14.29% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 00:00 | 00:00 |
 | Javelin | 1 | 14.29% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 14.29% | 30.0 | 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 |
 | Shadow Blade | 1 | 14.29% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 14.29% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 28.57% | 20.0 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | -01:30 | -01:30 | -01:30 | -01:29 | -01:29 | -01:29 | 00:01 | 00:00 |
 | Daedalus | 2 | 28.57% | 16.7 | 50.00% | -30.00% | -50.00% | 0.00% | 0.00% | 32:17 | 32:00 | 32:00 | 32:34 | 32:34 | 32:34 | 00:34 | 00:25 |
 | Ring of Basilius | 2 | 28.57% | 13.3 | 50.00% | -30.00% | -50.00% | 0.00% | 0.00% | 06:13 | 05:39 | 05:39 | 06:46 | 06:46 | 06:46 | 01:07 | 00:49 |
 | Wraith Band | 2 | 28.57% | 10.0 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 16:53 | 01:01 | 01:01 | 32:44 | 32:44 | 32:44 | 31:43 | 23:29 |
 | Bottle | 2 | 28.57% | 6.7 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 01:45 | 01:27 | 01:27 | 02:03 | 02:03 | 02:03 | 00:36 | 00:26 |
 | Aghanim's Shard | 3 | 42.86% | 3.3 | 33.33% | -66.67% | -33.33% | 0.00% | 0.00% | 23:18 | 18:45 | 18:45 | 24:53 | 26:16 | 26:16 | 07:31 | 05:34 |