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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 | |
 | Tranquil Boots | 14 | 40.00% | 100.0 | 92.86% | +40.48% | +7.14% | +7.14% | 0.00% | 20:26 | 11:44 | 12:58 | 15:37 | 30:48 | 34:37 | 17:50 | 13:12 |
 | Wind Lace | 19 | 54.29% | 96.8 | 84.21% | +34.21% | +15.79% | -4.21% | -1.65% | 15:09 | 01:57 | 07:06 | 11:08 | 19:13 | 42:23 | 12:07 | 08:58 |
 | Aghanim's Shard | 24 | 68.57% | 93.5 | 79.17% | +33.72% | +20.83% | +20.83% | 0.00% | 24:50 | 16:01 | 20:40 | 24:21 | 27:02 | 36:16 | 06:22 | 04:42 |
 | Magic Stick | 34 | 97.14% | 90.3 | 70.59% | +70.59% | +7.19% | -8.09% | -2.87% | 03:06 | -01:29 | -01:29 | 02:48 | 06:49 | 13:11 | 08:18 | 06:08 |
 | Fluffy Hat | 25 | 71.43% | 87.1 | 72.00% | +12.00% | -22.00% | +11.33% | 5.15% | 15:35 | 03:39 | 11:01 | 14:57 | 17:29 | 35:55 | 06:28 | 04:47 |
 | Boots of Speed | 35 | 100.00% | 83.9 | 68.57% | +68.57% | -1.90% | -24.13% | -8.44% | 08:31 | 03:48 | 06:50 | 08:05 | 09:28 | 14:38 | 02:38 | 01:57 |
 | Force Staff | 14 | 40.00% | 80.6 | 78.57% | +16.67% | +21.43% | -11.90% | -3.23% | 30:04 | 20:55 | 22:48 | 24:27 | 33:08 | 53:54 | 10:20 | 07:39 |
 | Magic Wand | 22 | 62.86% | 77.4 | 72.73% | +11.19% | +10.60% | +7.27% | -0.88% | 11:41 | 06:12 | 09:43 | 11:35 | 13:31 | 18:46 | 03:48 | 02:48 |
 | Buckler | 4 | 11.43% | 74.2 | 100.00% | +35.48% | 0.00% | 0.00% | 0.00% | 31:11 | 26:32 | 26:32 | 31:37 | 32:08 | 34:27 | 05:36 | 04:08 |
 | Morbid Mask | 3 | 8.57% | 71.0 | 100.00% | +34.37% | 0.00% | 0.00% | 0.00% | 30:57 | 27:44 | 27:44 | 32:08 | 32:59 | 32:59 | 05:15 | 03:53 |
 | Vladmir's Offering | 3 | 8.57% | 67.7 | 100.00% | +34.37% | 0.00% | 0.00% | 0.00% | 32:50 | 31:28 | 31:28 | 32:47 | 34:16 | 34:16 | 02:48 | 02:04 |
 | Ring of Protection | 5 | 14.29% | 64.5 | 80.00% | +13.33% | -80.00% | +20.00% | 0.00% | 24:39 | -01:29 | -01:29 | 31:37 | 32:08 | 34:27 | 33:37 | 24:54 |
 | Void Stone | 5 | 14.29% | 61.3 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 29:43 | 22:43 | 22:43 | 29:02 | 30:49 | 41:54 | 08:06 | 06:00 |
 | Arcane Boots | 7 | 20.00% | 58.1 | 71.43% | +3.57% | -71.43% | +28.57% | 13.07% | 15:04 | 08:37 | 09:46 | 15:27 | 17:25 | 22:43 | 07:39 | 05:40 |
 | Ghost Scepter | 7 | 20.00% | 54.8 | 71.43% | +3.57% | -21.43% | -21.43% | 0.00% | 30:57 | 21:28 | 22:21 | 33:24 | 34:33 | 39:17 | 12:12 | 09:02 |
 | Crown | 6 | 17.14% | 51.6 | 66.67% | -2.30% | -16.67% | +33.33% | 12.35% | 20:22 | 12:10 | 14:17 | 15:37 | 18:20 | 45:15 | 04:03 | 03:00 |
 | Ring of Basilius | 9 | 25.71% | 48.4 | 55.56% | -17.52% | -55.56% | +44.44% | 11.15% | 11:10 | 03:22 | 04:08 | 10:33 | 13:06 | 31:38 | 08:58 | 06:38 |
 | Chainmail | 2 | 5.71% | 45.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 40:12 | 39:15 | 39:15 | 41:09 | 41:09 | 41:09 | 01:54 | 01:24 |
 | Medallion of Courage | 2 | 5.71% | 41.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 40:12 | 39:15 | 39:15 | 41:09 | 41:09 | 41:09 | 01:54 | 01:24 |
 | Aether Lens | 2 | 5.71% | 38.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 30:19 | 29:33 | 29:33 | 31:04 | 31:04 | 31:04 | 01:31 | 01:07 |
 | Blight Stone | 2 | 5.71% | 35.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 40:12 | 39:15 | 39:15 | 41:09 | 41:09 | 41:09 | 01:54 | 01:24 |
 | Wraith Pact | 2 | 5.71% | 32.3 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 35:53 | 35:05 | 35:05 | 36:40 | 36:40 | 36:40 | 01:35 | 01:10 |
 | Glimmer Cape | 7 | 20.00% | 29.0 | 57.14% | -14.29% | -7.14% | -57.14% | -3.68% | 29:06 | 18:28 | 21:35 | 25:32 | 35:10 | 40:29 | 13:35 | 10:03 |
 | Veil of Discord | 5 | 14.29% | 25.8 | 60.00% | -10.00% | +40.00% | +40.00% | 0.00% | 19:33 | 16:51 | 16:51 | 18:58 | 21:28 | 22:30 | 04:37 | 03:25 |
 | Ring of Health | 3 | 8.57% | 22.6 | 66.67% | -2.08% | +33.33% | 0.00% | 0.00% | 28:56 | 21:59 | 21:59 | 22:54 | 41:54 | 41:54 | 19:55 | 14:45 |
 | Lotus Orb | 3 | 8.57% | 19.4 | 66.67% | -2.08% | +33.33% | 0.00% | 0.00% | 29:48 | 22:59 | 22:59 | 24:19 | 42:06 | 42:06 | 19:07 | 14:09 |
 | Blink Dagger | 1 | 2.86% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.86% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.86% | 9.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:37 | 34:37 | 34:37 | 34:37 | 34:37 | 34:37 | 00:00 | 00:00 |
 | Orb of Venom | 3 | 8.57% | 6.5 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.86% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |