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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 | |
 | Holy Locket | 20 | 31.25% | 100.0 | 70.00% | +29.09% | +10.00% | -30.00% | -5.08% | 26:09 | 17:34 | 20:51 | 25:37 | 28:43 | 37:35 | 07:52 | 05:49 |
 | Glimmer Cape | 18 | 28.13% | 96.4 | 66.67% | +23.19% | +13.33% | -16.67% | -2.62% | 31:22 | 19:27 | 25:20 | 29:59 | 36:47 | 42:29 | 11:27 | 08:28 |
 | Fluffy Hat | 30 | 46.88% | 92.9 | 56.67% | +12.55% | -6.67% | +14.76% | 1.95% | 18:59 | 04:33 | 12:37 | 18:49 | 23:37 | 37:13 | 11:00 | 08:08 |
 | Magic Stick | 64 | 100.00% | 89.3 | 50.00% | +50.00% | +12.50% | -6.25% | -4.71% | 03:43 | -01:29 | 01:49 | 02:44 | 05:48 | 18:58 | 03:59 | 02:57 |
 | Mekansm | 55 | 85.94% | 85.7 | 50.91% | +6.47% | +6.23% | -8.05% | -3.30% | 17:10 | 09:11 | 14:52 | 17:01 | 19:12 | 24:27 | 04:20 | 03:12 |
 | Chainmail | 55 | 85.94% | 82.1 | 50.91% | +6.47% | -0.91% | -0.91% | 0.00% | 11:47 | 06:12 | 09:10 | 11:28 | 13:46 | 19:32 | 04:36 | 03:24 |
 | Headdress | 63 | 98.44% | 78.6 | 49.21% | -50.79% | +7.04% | +0.79% | -6.25% | 00:18 | -01:29 | -01:29 | -01:29 | -00:32 | 17:02 | 00:57 | 00:42 |
 | Buckler | 8 | 12.50% | 75.0 | 75.00% | +28.57% | -25.00% | -25.00% | 0.00% | 30:01 | 22:12 | 23:32 | 26:19 | 32:17 | 40:38 | 08:45 | 06:28 |
 | Magic Wand | 54 | 84.38% | 71.4 | 48.15% | -11.85% | +8.99% | -2.00% | -1.39% | 11:59 | 03:50 | 07:30 | 10:05 | 15:26 | 32:59 | 07:56 | 05:52 |
 | Ring of Protection | 34 | 53.13% | 67.9 | 50.00% | 0.00% | +5.56% | 0.00% | -1.36% | 08:10 | 01:42 | 05:28 | 07:15 | 09:33 | 30:03 | 04:05 | 03:01 |
 | Aghanim's Shard | 3 | 4.69% | 64.3 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 24:08 | 20:52 | 20:52 | 24:19 | 27:12 | 27:12 | 06:20 | 04:41 |
 | Morbid Mask | 7 | 10.94% | 60.7 | 71.43% | +24.06% | +28.57% | -21.43% | -6.24% | 32:21 | 22:12 | 26:19 | 32:58 | 34:20 | 40:38 | 08:01 | 05:56 |
 | Soul Ring | 32 | 50.00% | 57.1 | 46.88% | -6.25% | +3.12% | -21.88% | -6.33% | 09:19 | 05:29 | 07:03 | 09:16 | 11:00 | 14:09 | 03:57 | 02:55 |
 | Ring of Basilius | 12 | 18.75% | 53.6 | 58.33% | +10.25% | +8.34% | -25.00% | -1.31% | 20:31 | 04:03 | 06:52 | 12:37 | 32:16 | 40:38 | 25:24 | 18:48 |
 | Vladmir's Offering | 6 | 9.38% | 50.0 | 66.67% | +18.39% | +33.33% | +33.33% | 0.00% | 32:52 | 22:42 | 26:19 | 33:02 | 39:55 | 40:38 | 13:36 | 10:04 |
 | Force Staff | 2 | 3.13% | 46.4 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 25:19 | 20:55 | 20:55 | 29:43 | 29:43 | 29:43 | 08:48 | 06:31 |
 | Ghost Scepter | 12 | 18.75% | 42.9 | 33.33% | -20.52% | +33.34% | 0.00% | -6.47% | 27:43 | 21:06 | 23:07 | 27:22 | 28:16 | 37:15 | 05:09 | 03:48 |
 | Blink Dagger | 1 | 1.56% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.56% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.56% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:47 | 30:47 | 30:47 | 30:47 | 30:47 | 30:47 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.56% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 3.13% | 25.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 39:28 | 31:54 | 31:54 | 47:01 | 47:01 | 47:01 | 15:07 | 11:11 |
 | Bracer | 3 | 4.69% | 21.4 | 33.33% | -17.49% | +66.67% | 0.00% | 0.00% | 06:03 | -01:29 | -01:29 | -01:29 | 21:07 | 21:07 | 22:36 | 16:44 |
 | Ring of Health | 3 | 4.69% | 17.9 | 33.33% | -17.49% | +66.67% | 0.00% | 0.00% | 39:46 | 29:51 | 29:51 | 41:46 | 47:40 | 47:40 | 17:49 | 13:11 |
 | Lotus Orb | 2 | 3.13% | 14.3 | 0.00% | -51.61% | 0.00% | 0.00% | 0.00% | 45:00 | 42:07 | 42:07 | 47:53 | 47:53 | 47:53 | 05:46 | 04:16 |
 | Blight Stone | 1 | 1.56% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:03 | 04:03 | 04:03 | 04:03 | 04:03 | 04:03 | 00:00 | 00:00 |
 | Void Stone | 2 | 3.13% | 7.1 | 0.00% | -51.61% | 0.00% | 0.00% | 0.00% | 44:44 | 41:47 | 41:47 | 47:40 | 47:40 | 47:40 | 05:53 | 04:21 |
 | Wraith Pact | 1 | 1.56% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 00:00 | 00:00 |