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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 | 11 | 61.11% | 100.0 | 81.82% | +67.53% | -15.15% | -15.15% | 0.00% | 11:33 | 06:33 | 07:36 | 11:49 | 13:41 | 18:05 | 06:05 | 04:30 |
 | Tumbler's Toy | 4 | 22.22% | 97.6 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 11:00 | 10:00 | 10:00 | 10:00 | 11:00 | 13:00 | 01:00 | 00:44 |
 | Pupil's Gift | 4 | 22.22% | 95.1 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 20:45 | 18:00 | 18:00 | 20:00 | 21:00 | 24:00 | 03:00 | 02:13 |
 | Eul's Scepter of Divinity | 3 | 16.67% | 92.7 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 26:03 | 13:44 | 13:44 | 28:55 | 35:30 | 35:30 | 21:46 | 16:07 |
 | Aghanim's Scepter | 3 | 16.67% | 90.2 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 40:15 | 30:00 | 30:00 | 43:43 | 47:02 | 47:02 | 17:02 | 12:37 |
 | Aghanim's Shard | 12 | 66.67% | 87.8 | 66.67% | +33.34% | +33.33% | +33.33% | 0.00% | 28:10 | 20:02 | 23:44 | 27:10 | 31:17 | 37:19 | 07:33 | 05:35 |
 | Magic Stick | 17 | 94.44% | 85.4 | 58.82% | +58.82% | +16.18% | -8.82% | -4.27% | 03:48 | -01:29 | -01:29 | 03:12 | 07:20 | 13:41 | 08:49 | 06:31 |
 | Void Stone | 13 | 72.22% | 82.9 | 61.54% | +21.54% | +38.46% | +5.13% | -2.58% | 20:54 | 07:10 | 12:46 | 21:35 | 25:42 | 34:06 | 12:56 | 09:34 |
 | Wind Lace | 13 | 72.22% | 80.5 | 61.54% | +21.54% | +5.13% | -28.21% | -2.96% | 06:59 | -01:29 | -01:29 | 08:02 | 12:44 | 19:12 | 14:13 | 10:31 |
 | Boots of Speed | 18 | 100.00% | 78.0 | 55.56% | +55.56% | -15.56% | +19.44% | 14.38% | 00:48 | -01:29 | -01:29 | -01:29 | 03:55 | 06:32 | 05:24 | 04:00 |
 | Arcane Boots | 16 | 88.89% | 75.6 | 56.25% | +6.25% | -6.25% | -6.25% | 0.00% | 10:40 | 05:45 | 08:14 | 10:36 | 12:35 | 16:39 | 04:21 | 03:13 |
 | Aether Lens | 12 | 66.67% | 73.2 | 58.33% | +8.33% | +8.34% | +8.34% | 0.00% | 23:14 | 14:07 | 16:29 | 21:38 | 27:00 | 34:08 | 10:31 | 07:47 |
 | Fluffy Hat | 11 | 61.11% | 70.7 | 54.55% | -2.59% | -21.22% | -21.22% | 0.00% | 15:08 | 08:00 | 08:28 | 12:57 | 17:06 | 32:10 | 08:38 | 06:23 |
 | Blink Dagger | 11 | 61.11% | 68.3 | 54.55% | -2.59% | -21.22% | +12.12% | 3.57% | 24:55 | 16:35 | 19:04 | 21:14 | 28:25 | 39:00 | 09:21 | 06:55 |
 | Force Staff | 9 | 50.00% | 65.9 | 55.56% | 0.00% | -5.56% | -55.56% | -5.96% | 23:45 | 17:20 | 18:33 | 18:45 | 26:56 | 41:00 | 08:23 | 06:12 |
 | Trusty Shovel | 2 | 11.11% | 63.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 09:30 | 09:00 | 09:00 | 10:00 | 10:00 | 10:00 | 01:00 | 00:44 |
 | Keen Optic | 11 | 61.11% | 61.0 | 45.45% | -25.98% | +21.22% | -45.45% | -33.34% | 11:11 | 08:00 | 09:00 | 10:00 | 11:00 | 26:00 | 02:00 | 01:28 |
 | Tranquil Boots | 6 | 33.33% | 58.5 | 50.00% | -8.33% | 0.00% | +50.00% | 4.54% | 15:54 | 06:44 | 07:43 | 15:41 | 18:44 | 29:21 | 11:01 | 08:09 |
 | Glimmer Cape | 3 | 16.67% | 56.1 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 29:04 | 20:59 | 20:59 | 31:22 | 34:50 | 34:50 | 13:51 | 10:15 |
 | Essence Ring | 3 | 16.67% | 53.7 | 66.67% | +13.34% | -66.67% | 0.00% | 0.00% | 23:20 | 20:00 | 20:00 | 21:00 | 29:00 | 29:00 | 09:00 | 06:40 |
 | Ghost Scepter | 4 | 22.22% | 51.2 | 50.00% | -7.14% | +50.00% | +50.00% | 0.00% | 24:52 | 17:26 | 17:26 | 21:35 | 25:35 | 34:51 | 08:09 | 06:02 |
 | Philosopher's Stone | 4 | 22.22% | 48.8 | 50.00% | -7.14% | -50.00% | +50.00% | 0.00% | 18:30 | 18:00 | 18:00 | 18:00 | 18:00 | 20:00 | 00:00 | 00:00 |
 | Nether Shawl | 1 | 5.56% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Blast Rig | 1 | 5.56% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 5.56% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:47 | 33:47 | 33:47 | 33:47 | 33:47 | 33:47 | 00:00 | 00:00 |
 | Stormcrafter | 1 | 5.56% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Possessed Mask | 1 | 5.56% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Sange | 1 | 5.56% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 00:00 | 00:00 |
 | Soul Ring | 1 | 5.56% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.56% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 00:00 | 00:00 |
 | Blight Stone | 1 | 5.56% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.56% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:49 | 11:49 | 11:49 | 11:49 | 11:49 | 11:49 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 5.56% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:08 | 43:08 | 43:08 | 43:08 | 43:08 | 43:08 | 00:00 | 00:00 |
 | Psychic Headband | 6 | 33.33% | 19.5 | 33.33% | -33.34% | +16.67% | -33.33% | -16.67% | 31:00 | 29:00 | 30:00 | 30:00 | 33:00 | 33:00 | 03:00 | 02:13 |
 | Ocean Heart | 2 | 11.11% | 17.1 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 11:00 | 10:00 | 10:00 | 12:00 | 12:00 | 12:00 | 02:00 | 01:28 |
 | Ninja Gear | 2 | 11.11% | 14.6 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 41:30 | 41:00 | 41:00 | 42:00 | 42:00 | 42:00 | 01:00 | 00:44 |
 | Telescope | 2 | 11.11% | 12.2 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 39:00 | 38:00 | 38:00 | 40:00 | 40:00 | 40:00 | 02:00 | 01:28 |
 | Fairy's Trinket | 2 | 11.11% | 9.8 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 11:00 | 10:00 | 10:00 | 12:00 | 12:00 | 12:00 | 02:00 | 01:28 |
 | Timeless Relic | 1 | 5.56% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Ceremonial Robe | 2 | 11.11% | 4.9 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 34:00 | 30:00 | 30:00 | 38:00 | 38:00 | 38:00 | 08:00 | 05:55 |
 | Bullwhip | 1 | 5.56% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 |