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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 | |
 | Eye of Skadi | 12 | 80.00% | 100.0 | 75.00% | +75.00% | +25.00% | -41.67% | -24.85% | 22:12 | 19:15 | 20:01 | 21:13 | 22:42 | 29:18 | 02:41 | 01:59 |
 | Butterfly | 3 | 20.00% | 96.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 26:42 | 26:21 | 26:21 | 26:33 | 27:11 | 27:11 | 00:50 | 00:37 |
 | Morbid Mask | 3 | 20.00% | 93.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:59 | 21:57 | 21:57 | 30:37 | 31:23 | 31:23 | 09:26 | 06:59 |
 | Quelling Blade | 15 | 100.00% | 90.0 | 60.00% | +60.00% | -35.00% | +40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Speed | 15 | 100.00% | 86.7 | 60.00% | +60.00% | +15.00% | +40.00% | 11.81% | 04:14 | 01:43 | 03:00 | 04:32 | 05:07 | 06:26 | 02:07 | 01:34 |
 | Magic Stick | 15 | 100.00% | 83.3 | 60.00% | +60.00% | -35.00% | +15.00% | 50.00% | 01:39 | -01:29 | -01:29 | 00:43 | 01:07 | 13:05 | 02:36 | 01:55 |
 | Power Treads | 15 | 100.00% | 80.0 | 60.00% | +60.00% | -10.00% | -10.00% | 0.00% | 06:20 | 05:12 | 05:36 | 06:21 | 06:45 | 08:03 | 01:09 | 00:51 |
 | Manta Style | 15 | 100.00% | 76.7 | 60.00% | +60.00% | +40.00% | -10.00% | -14.71% | 17:50 | 13:24 | 15:09 | 16:16 | 18:33 | 29:35 | 03:24 | 02:31 |
 | Yasha | 15 | 100.00% | 73.3 | 60.00% | +60.00% | +40.00% | -60.00% | -46.88% | 12:45 | 10:19 | 11:20 | 12:49 | 13:28 | 16:35 | 02:08 | 01:34 |
 | Magic Wand | 14 | 93.33% | 70.0 | 57.14% | -42.86% | +17.86% | +9.53% | -1.46% | 06:11 | 01:12 | 03:21 | 04:37 | 09:04 | 13:28 | 05:43 | 04:14 |
 | Dragon Lance | 14 | 93.33% | 66.7 | 57.14% | -42.86% | -7.14% | +42.86% | 20.98% | 11:38 | 08:59 | 09:47 | 10:16 | 12:10 | 18:15 | 02:23 | 01:45 |
 | Hurricane Pike | 4 | 26.67% | 63.3 | 75.00% | +20.45% | +25.00% | -75.00% | 0.00% | 30:46 | 27:01 | 27:01 | 28:08 | 32:00 | 35:55 | 04:59 | 03:41 |
 | Wind Lace | 4 | 26.67% | 60.0 | 75.00% | +20.45% | -75.00% | +25.00% | 0.00% | 07:13 | 03:42 | 03:42 | 06:30 | 06:56 | 11:44 | 03:14 | 02:23 |
 | Black King Bar | 4 | 26.67% | 56.7 | 75.00% | +20.45% | +25.00% | -75.00% | 0.00% | 35:16 | 30:34 | 30:34 | 33:14 | 36:58 | 40:17 | 06:24 | 04:44 |
 | Force Staff | 4 | 26.67% | 53.3 | 75.00% | +20.45% | +25.00% | -75.00% | 0.00% | 30:27 | 26:43 | 26:43 | 27:56 | 31:18 | 35:50 | 04:35 | 03:23 |
 | Fluffy Hat | 4 | 26.67% | 50.0 | 75.00% | +20.45% | +25.00% | -75.00% | 0.00% | 30:17 | 26:43 | 26:43 | 27:18 | 31:18 | 35:50 | 04:35 | 03:23 |
 | Monkey King Bar | 2 | 13.33% | 46.7 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 31:16 | 29:14 | 29:14 | 33:17 | 33:17 | 33:17 | 04:03 | 03:00 |
 | Javelin | 2 | 13.33% | 43.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 29:42 | 27:00 | 27:00 | 32:24 | 32:24 | 32:24 | 05:24 | 04:00 |
 | Satanic | 2 | 13.33% | 40.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 32:02 | 31:45 | 31:45 | 32:19 | 32:19 | 32:19 | 00:34 | 00:25 |
 | Blink Dagger | 2 | 13.33% | 36.7 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 29:23 | 27:58 | 27:58 | 30:47 | 30:47 | 30:47 | 02:49 | 02:05 |
 | Crystalys | 11 | 73.33% | 33.3 | 45.45% | -54.55% | -12.12% | -12.12% | 0.00% | 25:08 | 19:21 | 22:53 | 25:08 | 25:26 | 31:13 | 02:33 | 01:53 |
 | Daedalus | 8 | 53.33% | 30.0 | 50.00% | -21.43% | +50.00% | -50.00% | -21.28% | 29:07 | 25:52 | 26:00 | 28:35 | 30:42 | 33:45 | 04:42 | 03:28 |
 | Mask of Madness | 1 | 6.67% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 6.67% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Swift Blink | 1 | 6.67% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 |
 | Wraith Band | 2 | 13.33% | 16.7 | 50.00% | -11.54% | -50.00% | 0.00% | 0.00% | 02:14 | 02:12 | 02:12 | 02:16 | 02:16 | 02:16 | 00:04 | 00:02 |
 | Aghanim's Scepter | 3 | 20.00% | 13.3 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | 28:15 | 21:26 | 21:26 | 26:07 | 37:12 | 37:12 | 15:46 | 11:40 |
 | Aghanim's Shard | 4 | 26.67% | 10.0 | 25.00% | -47.73% | -25.00% | -25.00% | 0.00% | 28:06 | 22:35 | 22:35 | 26:42 | 30:07 | 33:00 | 07:32 | 05:34 |
 | Shadow Blade | 1 | 6.67% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:06 | 29:06 | 29:06 | 29:06 | 29:06 | 29:06 | 00:00 | 00:00 |
 | Silver Edge | 1 | 6.67% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 00:00 | 00:00 |