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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 | |
 | Void Stone | 6 | 19.35% | 100.0 | 83.33% | +51.33% | -33.33% | +16.67% | 11.81% | 21:12 | 19:00 | 19:03 | 19:45 | 23:17 | 24:20 | 04:14 | 03:08 |
 | Aether Lens | 6 | 19.35% | 97.0 | 83.33% | +51.33% | -33.33% | +16.67% | 9.58% | 22:13 | 19:08 | 19:09 | 20:12 | 24:22 | 26:49 | 05:13 | 03:51 |
 | Aghanim's Shard | 9 | 29.03% | 93.9 | 66.67% | +34.85% | +33.33% | -16.67% | -3.08% | 30:12 | 15:57 | 18:16 | 31:52 | 34:29 | 39:15 | 16:13 | 12:00 |
 | Headdress | 5 | 16.13% | 90.9 | 80.00% | +45.38% | +20.00% | +20.00% | 0.00% | 06:23 | -01:29 | -01:29 | -01:29 | -01:29 | 37:51 | 00:00 | 00:00 |
 | Magic Stick | 30 | 96.77% | 87.9 | 43.33% | +43.33% | -5.83% | -0.47% | 1.96% | 03:14 | -01:29 | -01:28 | 02:12 | 04:12 | 16:34 | 05:40 | 04:11 |
 | Arcane Boots | 13 | 41.94% | 84.8 | 53.85% | +20.52% | +12.82% | -20.52% | -8.66% | 14:06 | 09:50 | 12:24 | 12:55 | 16:15 | 19:56 | 03:51 | 02:51 |
 | Boots of Speed | 31 | 100.00% | 81.8 | 41.94% | +41.94% | +33.06% | -4.44% | -18.75% | 08:25 | 02:05 | 07:15 | 08:35 | 09:15 | 14:25 | 02:00 | 01:28 |
 | Force Staff | 19 | 61.29% | 78.8 | 47.37% | +14.04% | -27.37% | +32.63% | 11.54% | 24:48 | 16:59 | 21:01 | 24:27 | 26:13 | 39:27 | 05:12 | 03:51 |
 | Magic Wand | 28 | 90.32% | 75.8 | 39.29% | -27.38% | -10.72% | +3.57% | 2.23% | 09:43 | 00:51 | 06:44 | 09:10 | 13:09 | 16:57 | 06:25 | 04:45 |
 | Mekansm | 2 | 6.45% | 72.7 | 100.00% | +62.07% | 0.00% | 0.00% | 0.00% | 28:46 | 19:38 | 19:38 | 37:53 | 37:53 | 37:53 | 18:15 | 13:31 |
 | Ring of Protection | 7 | 22.58% | 69.7 | 57.14% | +19.64% | -57.14% | -7.14% | 4.01% | 18:28 | 05:23 | 10:53 | 13:39 | 23:22 | 37:39 | 12:29 | 09:14 |
 | Glimmer Cape | 7 | 22.58% | 66.7 | 57.14% | +19.64% | -7.14% | -7.14% | 0.00% | 26:27 | 18:37 | 21:47 | 29:41 | 29:46 | 31:26 | 07:59 | 05:54 |
 | Fluffy Hat | 24 | 77.42% | 63.6 | 37.50% | -19.64% | -4.17% | +12.50% | 1.71% | 18:31 | 08:06 | 12:53 | 15:44 | 22:38 | 39:27 | 09:45 | 07:13 |
 | Wind Lace | 22 | 70.97% | 60.6 | 36.36% | -19.20% | -3.03% | +3.64% | 0.84% | 12:52 | 04:57 | 08:13 | 10:53 | 16:12 | 37:19 | 07:59 | 05:54 |
 | Ring of Basilius | 11 | 35.48% | 57.6 | 45.45% | +5.45% | +21.22% | -12.12% | -4.66% | 12:00 | 03:32 | 04:27 | 07:56 | 11:36 | 37:39 | 07:09 | 05:17 |
 | Chainmail | 3 | 9.68% | 54.5 | 66.67% | +27.38% | +33.33% | 0.00% | 0.00% | 23:52 | 16:30 | 16:30 | 17:12 | 37:53 | 37:53 | 21:23 | 15:50 |
 | Morbid Mask | 3 | 9.68% | 51.5 | 66.67% | +27.38% | +33.33% | 0.00% | 0.00% | 29:27 | 23:22 | 23:22 | 27:19 | 37:39 | 37:39 | 14:17 | 10:34 |
 | Vladmir's Offering | 3 | 9.68% | 48.5 | 66.67% | +27.38% | +33.33% | 0.00% | 0.00% | 29:54 | 23:22 | 23:22 | 28:41 | 37:39 | 37:39 | 14:17 | 10:34 |
 | Buckler | 3 | 9.68% | 45.5 | 66.67% | +27.38% | +33.33% | 0.00% | 0.00% | 29:26 | 23:22 | 23:22 | 27:18 | 37:39 | 37:39 | 14:17 | 10:34 |
 | Tranquil Boots | 16 | 51.61% | 42.4 | 31.25% | -22.08% | +18.75% | +18.75% | 0.00% | 14:11 | 08:42 | 11:54 | 13:09 | 15:42 | 22:43 | 03:48 | 02:48 |
 | Urn of Shadows | 4 | 12.90% | 39.4 | 50.00% | +9.26% | -50.00% | +50.00% | 0.00% | 11:39 | 06:27 | 06:27 | 11:10 | 13:01 | 15:58 | 06:34 | 04:51 |
 | Spirit Vessel | 4 | 12.90% | 36.4 | 50.00% | +9.26% | -50.00% | -50.00% | 0.00% | 23:22 | 21:10 | 21:10 | 21:51 | 24:48 | 25:40 | 03:38 | 02:41 |
 | Wraith Pact | 1 | 3.23% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.23% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.23% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.23% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.23% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.23% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 00:00 | 00:00 |
 | Crown | 1 | 3.23% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.23% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:21 | 20:21 | 20:21 | 20:21 | 20:21 | 20:21 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.23% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 3.23% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:59 | 03:59 | 03:59 | 03:59 | 03:59 | 03:59 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 3.23% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |