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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 | 27.27% | 100.0 | 66.67% | +29.17% | +33.33% | -66.67% | -27.40% | 35:15 | 22:03 | 29:26 | 31:33 | 33:05 | 1:04:49 | 03:39 | 02:42 |
 | Magic Stick | 32 | 96.97% | 96.4 | 46.88% | +46.88% | +15.62% | -21.88% | -15.20% | 02:20 | -01:29 | -01:29 | 01:41 | 03:57 | 16:16 | 05:26 | 04:01 |
 | Tranquil Boots | 32 | 96.97% | 92.9 | 46.88% | +46.88% | +15.62% | -9.38% | -9.49% | 11:50 | 07:00 | 10:21 | 11:30 | 12:59 | 18:29 | 02:38 | 01:57 |
 | Wind Lace | 32 | 96.97% | 89.3 | 46.88% | +46.88% | +3.12% | -21.88% | -6.22% | 09:50 | 03:41 | 07:34 | 09:45 | 11:35 | 16:07 | 04:01 | 02:58 |
 | Magic Wand | 27 | 81.82% | 85.7 | 48.15% | +14.82% | -19.58% | -5.29% | 2.17% | 10:32 | 02:46 | 06:57 | 08:21 | 13:33 | 26:09 | 06:36 | 04:53 |
 | Boots of Speed | 33 | 100.00% | 82.1 | 45.45% | +45.45% | +4.55% | -7.95% | -3.00% | 08:11 | 03:05 | 05:59 | 07:50 | 10:09 | 13:39 | 04:10 | 03:05 |
 | Fluffy Hat | 24 | 72.73% | 78.6 | 41.67% | -13.89% | -8.34% | +25.00% | 5.21% | 12:53 | 03:27 | 08:40 | 12:29 | 15:04 | 23:08 | 06:24 | 04:44 |
 | Drum of Endurance | 12 | 36.36% | 75.0 | 50.00% | +7.14% | +16.67% | -16.67% | -6.67% | 21:05 | 14:35 | 16:59 | 19:33 | 21:59 | 39:02 | 05:00 | 03:42 |
 | Force Staff | 12 | 36.36% | 71.4 | 50.00% | +7.14% | +16.67% | +16.67% | 0.00% | 25:12 | 19:48 | 22:16 | 25:27 | 26:26 | 30:48 | 04:10 | 03:05 |
 | Glimmer Cape | 12 | 36.36% | 67.9 | 41.67% | -5.95% | -8.34% | +25.00% | 4.10% | 24:18 | 16:10 | 19:23 | 22:23 | 27:31 | 36:30 | 08:08 | 06:01 |
 | Aghanim's Shard | 8 | 24.24% | 64.3 | 37.50% | -10.50% | +62.50% | -37.50% | -6.97% | 29:14 | 18:12 | 18:23 | 30:40 | 32:44 | 42:40 | 14:21 | 10:37 |
 | Wraith Band | 4 | 12.12% | 60.7 | 50.00% | +5.17% | -50.00% | -50.00% | 0.00% | 24:11 | 21:16 | 21:16 | 22:52 | 25:06 | 27:31 | 03:50 | 02:50 |
 | Aether Lens | 1 | 3.03% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.03% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |
 | Buckler | 1 | 3.03% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 3.03% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.03% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.03% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Boots of Bearing | 2 | 6.06% | 35.7 | 50.00% | +4.84% | +50.00% | 0.00% | 0.00% | 47:55 | 42:32 | 42:32 | 53:18 | 53:18 | 53:18 | 10:46 | 07:58 |
 | Ring of Basilius | 2 | 6.06% | 32.1 | 50.00% | +4.84% | -50.00% | 0.00% | 0.00% | 15:48 | 04:46 | 04:46 | 26:49 | 26:49 | 26:49 | 22:03 | 16:20 |
 | Bracer | 2 | 6.06% | 28.6 | 50.00% | +4.84% | +50.00% | 0.00% | 0.00% | 13:19 | 12:12 | 12:12 | 14:26 | 14:26 | 14:26 | 02:14 | 01:39 |
 | Void Stone | 2 | 6.06% | 25.0 | 50.00% | +4.84% | -50.00% | 0.00% | 0.00% | 26:30 | 26:05 | 26:05 | 26:55 | 26:55 | 26:55 | 00:50 | 00:37 |
 | Blink Dagger | 3 | 9.09% | 21.4 | 33.33% | -13.34% | -33.33% | 0.00% | 0.87% | 44:01 | 29:32 | 29:32 | 34:28 | 1:08:02 | 1:08:02 | 38:30 | 28:31 |
 | Headdress | 1 | 3.03% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:30 | -01:30 | -01:30 | -01:30 | -01:30 | -01:30 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.03% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.03% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:27 | 05:27 | 05:27 | 05:27 | 05:27 | 05:27 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.03% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 6.06% | 3.6 | 0.00% | -48.39% | 0.00% | 0.00% | 0.00% | 44:56 | 18:13 | 18:13 | 1:11:39 | 1:11:39 | 1:11:39 | 53:26 | 39:34 |