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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 | |
 | Magic Wand | 21 | 77.78% | 100.0 | 47.62% | +47.62% | -7.62% | -7.62% | 0.00% | 07:58 | 01:39 | 03:08 | 04:12 | 10:50 | 22:14 | 07:42 | 05:42 |
 | Eye of Skadi | 8 | 29.63% | 96.7 | 62.50% | +36.18% | -12.50% | +37.50% | 5.95% | 30:38 | 25:31 | 25:47 | 28:03 | 34:11 | 36:14 | 08:24 | 06:13 |
 | Magic Stick | 23 | 85.19% | 93.3 | 43.48% | +43.48% | +6.52% | +6.52% | 0.00% | 03:13 | -01:29 | -01:29 | 00:27 | 03:15 | 21:47 | 04:44 | 03:30 |
 | Yasha | 26 | 96.30% | 90.0 | 38.46% | +38.46% | +18.68% | -38.46% | -23.64% | 14:27 | 10:57 | 12:57 | 13:37 | 15:22 | 22:50 | 02:25 | 01:47 |
 | Boots of Speed | 27 | 100.00% | 86.7 | 37.04% | +37.04% | +5.82% | +20.10% | 6.03% | 04:21 | 01:23 | 02:47 | 03:38 | 05:09 | 09:00 | 02:22 | 01:45 |
 | Power Treads | 27 | 100.00% | 83.3 | 37.04% | +37.04% | +5.82% | +20.10% | 6.75% | 07:21 | 04:38 | 05:52 | 06:50 | 07:59 | 11:07 | 02:07 | 01:34 |
 | Morbid Mask | 24 | 88.89% | 80.0 | 37.50% | +4.17% | +29.17% | -4.17% | -15.63% | 07:41 | 04:23 | 06:20 | 07:51 | 08:28 | 11:45 | 02:08 | 01:34 |
 | Mask of Madness | 24 | 88.89% | 76.7 | 37.50% | +4.17% | +12.50% | -20.83% | -14.39% | 09:42 | 07:07 | 08:28 | 09:38 | 10:47 | 13:23 | 02:19 | 01:42 |
 | Wraith Band | 18 | 66.67% | 73.3 | 38.89% | +5.56% | +1.11% | +11.11% | 10.00% | 02:21 | 00:46 | 02:03 | 02:15 | 03:01 | 03:35 | 00:58 | 00:42 |
 | Manta Style | 19 | 70.37% | 70.0 | 36.84% | -0.66% | +3.16% | -16.84% | -7.84% | 18:06 | 14:26 | 16:12 | 17:33 | 18:45 | 25:19 | 02:33 | 01:53 |
 | Black King Bar | 23 | 85.19% | 66.7 | 30.43% | -44.57% | +2.90% | -13.76% | -10.00% | 21:43 | 18:19 | 20:24 | 21:03 | 22:04 | 30:10 | 01:40 | 01:14 |
 | Sange | 6 | 22.22% | 63.3 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 21:09 | 15:38 | 16:12 | 16:55 | 26:23 | 26:54 | 10:11 | 07:32 |
 | Sange and Yasha | 6 | 22.22% | 60.0 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 21:23 | 16:04 | 16:42 | 16:55 | 26:27 | 27:04 | 09:45 | 07:13 |
 | Quelling Blade | 7 | 25.93% | 56.7 | 42.86% | +7.86% | -42.86% | +57.14% | 0.00% | 00:13 | -01:29 | -01:29 | -01:28 | -01:16 | 07:23 | 00:13 | 00:09 |
 | Aghanim's Shard | 9 | 33.33% | 53.3 | 33.33% | -5.56% | -33.33% | -33.33% | 0.00% | 31:51 | 23:11 | 28:45 | 30:42 | 33:14 | 43:28 | 04:29 | 03:19 |
 | Satanic | 10 | 37.04% | 50.0 | 30.00% | -11.18% | +3.33% | -30.00% | -7.35% | 32:22 | 21:47 | 29:09 | 30:46 | 33:41 | 47:05 | 04:32 | 03:21 |
 | Ghost Scepter | 1 | 3.70% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.70% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Butterfly | 11 | 40.74% | 40.0 | 27.27% | -16.48% | +39.40% | -27.27% | -12.12% | 28:08 | 23:14 | 24:25 | 27:02 | 29:55 | 38:23 | 05:30 | 04:04 |
 | Dragon Lance | 13 | 48.15% | 36.7 | 23.08% | -26.92% | +10.25% | +10.25% | 0.00% | 17:11 | 10:30 | 12:30 | 13:26 | 16:52 | 54:54 | 04:22 | 03:14 |
 | Daedalus | 1 | 3.70% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.70% | 30.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 7.41% | 26.7 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 44:03 | 35:52 | 35:52 | 52:14 | 52:14 | 52:14 | 16:22 | 12:07 |
 | Aghanim's Scepter | 1 | 3.70% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |
 | Force Staff | 3 | 11.11% | 20.0 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 38:07 | 24:24 | 24:24 | 35:03 | 54:54 | 54:54 | 30:30 | 22:35 |
 | Wind Lace | 4 | 14.81% | 16.7 | 0.00% | -43.48% | 0.00% | 0.00% | 0.00% | 09:16 | 01:30 | 01:30 | 09:43 | 10:26 | 15:24 | 08:56 | 06:37 |
 | Hurricane Pike | 3 | 11.11% | 13.3 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 38:23 | 25:07 | 25:07 | 35:09 | 54:54 | 54:54 | 29:47 | 22:03 |
 | Aghanim's Blessing | 1 | 3.70% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:53 | 56:53 | 56:53 | 56:53 | 56:53 | 56:53 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 11.11% | 6.7 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 38:07 | 24:24 | 24:24 | 35:03 | 54:54 | 54:54 | 30:30 | 22:35 |
 | Javelin | 2 | 7.41% | 3.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 40:13 | 35:49 | 35:49 | 44:36 | 44:36 | 44:36 | 08:47 | 06:30 |