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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 | 9 | 52.94% | 100.0 | 77.78% | +40.28% | -27.78% | +22.22% | 6.30% | 29:06 | 22:34 | 23:13 | 29:54 | 31:09 | 36:32 | 07:56 | 05:52 |
 | Satanic | 6 | 35.29% | 97.1 | 83.33% | +37.88% | +16.67% | +16.67% | 0.00% | 34:48 | 20:19 | 25:33 | 31:50 | 43:15 | 50:13 | 17:42 | 13:06 |
 | Blink Dagger | 3 | 17.65% | 94.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 48:54 | 40:46 | 40:46 | 40:49 | 1:05:08 | 1:05:08 | 24:22 | 18:02 |
 | Butterfly | 3 | 17.65% | 91.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:35 | 29:58 | 29:58 | 42:11 | 43:35 | 43:35 | 13:37 | 10:05 |
 | Swift Blink | 3 | 17.65% | 88.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 49:25 | 41:10 | 41:10 | 41:40 | 1:05:24 | 1:05:24 | 24:14 | 17:57 |
 | Aghanim's Blessing | 3 | 17.65% | 85.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 52:16 | 44:08 | 44:08 | 45:13 | 1:07:28 | 1:07:28 | 23:20 | 17:17 |
 | Boots of Speed | 17 | 100.00% | 82.4 | 58.82% | +58.82% | +16.18% | -8.82% | -7.54% | 05:30 | 01:55 | 03:31 | 05:09 | 06:50 | 09:01 | 03:19 | 02:27 |
 | Yasha | 17 | 100.00% | 79.4 | 58.82% | +58.82% | +16.18% | +16.18% | 0.00% | 15:41 | 11:43 | 12:40 | 14:09 | 18:31 | 20:48 | 05:51 | 04:20 |
 | Power Treads | 17 | 100.00% | 76.5 | 58.82% | +58.82% | -33.82% | -8.82% | 5.79% | 07:49 | 05:39 | 05:50 | 07:10 | 10:09 | 10:25 | 04:19 | 03:11 |
 | Manta Style | 15 | 88.24% | 73.5 | 60.00% | +10.00% | +15.00% | -10.00% | -5.60% | 18:33 | 15:02 | 15:54 | 18:10 | 20:22 | 22:48 | 04:28 | 03:18 |
 | Magic Wand | 13 | 76.47% | 70.6 | 61.54% | +11.54% | +38.46% | -28.21% | -10.36% | 06:02 | -01:30 | 01:40 | 04:26 | 08:06 | 18:27 | 06:26 | 04:45 |
 | Morbid Mask | 11 | 64.71% | 67.6 | 63.64% | +13.64% | -30.31% | +3.03% | 11.37% | 13:45 | 03:34 | 06:23 | 07:05 | 09:19 | 49:55 | 02:56 | 02:10 |
 | Aghanim's Scepter | 9 | 52.94% | 64.7 | 66.67% | +16.67% | +33.33% | -16.67% | -12.05% | 30:22 | 21:03 | 23:23 | 26:28 | 27:32 | 1:07:28 | 04:09 | 03:04 |
 | Falcon Blade | 7 | 41.18% | 61.8 | 71.43% | +21.43% | -21.43% | -21.43% | 0.00% | 06:38 | 04:21 | 04:23 | 06:00 | 07:59 | 09:54 | 03:36 | 02:40 |
 | Fluffy Hat | 7 | 41.18% | 58.8 | 71.43% | +21.43% | -21.43% | +28.57% | 16.13% | 05:28 | 03:11 | 03:15 | 05:02 | 06:21 | 08:57 | 03:06 | 02:17 |
 | Wraith Band | 12 | 70.59% | 55.9 | 58.33% | -1.67% | -25.00% | +8.34% | 33.34% | 02:07 | -01:29 | 01:27 | 01:43 | 02:12 | 06:56 | 00:45 | 00:33 |
 | Linken's Sphere | 6 | 35.29% | 52.9 | 66.67% | +12.12% | -16.67% | +33.33% | 21.74% | 23:15 | 13:55 | 15:04 | 15:13 | 17:22 | 1:01:31 | 02:18 | 01:42 |
 | Void Stone | 6 | 35.29% | 50.0 | 66.67% | +12.12% | +33.33% | +33.33% | 0.00% | 18:36 | 09:18 | 09:52 | 10:19 | 10:46 | 60:46 | 00:54 | 00:40 |
 | Ring of Health | 6 | 35.29% | 47.1 | 66.67% | +12.12% | -16.67% | +33.33% | 16.76% | 14:40 | 04:46 | 05:01 | 06:03 | 08:00 | 56:24 | 02:59 | 02:12 |
 | Eye of Skadi | 9 | 52.94% | 44.1 | 55.56% | -6.94% | +44.44% | -5.56% | -27.27% | 28:31 | 21:40 | 27:04 | 28:40 | 28:54 | 34:51 | 01:50 | 01:21 |
 | Daedalus | 2 | 11.76% | 41.2 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 35:02 | 34:09 | 34:09 | 35:54 | 35:54 | 35:54 | 01:45 | 01:17 |
 | Bottle | 2 | 11.76% | 38.2 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 21:39 | 16:58 | 16:58 | 26:20 | 26:20 | 26:20 | 09:22 | 06:56 |
 | Magic Stick | 12 | 70.59% | 35.3 | 50.00% | -30.00% | +16.67% | -16.67% | -13.89% | 01:37 | -01:29 | -01:29 | -01:29 | 03:53 | 07:53 | 05:22 | 03:58 |
 | Crystalys | 5 | 29.41% | 32.4 | 60.00% | +1.67% | +40.00% | +40.00% | 0.00% | 31:29 | 28:21 | 28:21 | 33:14 | 33:33 | 33:38 | 05:12 | 03:51 |
 | Dragon Lance | 5 | 29.41% | 29.4 | 60.00% | +1.67% | +40.00% | +40.00% | 0.00% | 15:26 | 12:43 | 12:43 | 13:43 | 17:25 | 19:57 | 04:42 | 03:28 |
 | Aghanim's Shard | 3 | 17.65% | 26.5 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 27:42 | 15:25 | 15:25 | 22:47 | 44:54 | 44:54 | 29:29 | 21:50 |
 | Quelling Blade | 4 | 23.53% | 23.5 | 50.00% | -11.54% | +50.00% | -50.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 5.88% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 00:00 | 00:00 |
 | Sange | 1 | 5.88% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 5.88% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.88% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.88% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:37 | 07:37 | 07:37 | 07:37 | 07:37 | 07:37 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 11.76% | 5.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 30:21 | 24:21 | 24:21 | 36:21 | 36:21 | 36:21 | 12:00 | 08:53 |
 | Silver Edge | 2 | 11.76% | 2.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 32:44 | 28:37 | 28:37 | 36:51 | 36:51 | 36:51 | 08:14 | 06:05 |