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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 | |
 | Aeon Disk | 5 | 16.67% | 100.0 | 100.00% | +68.00% | 0.00% | 0.00% | 0.00% | 37:11 | 28:26 | 28:26 | 36:05 | 36:31 | 49:32 | 08:05 | 05:59 |
 | Kaya and Sange | 18 | 60.00% | 96.4 | 61.11% | +44.44% | -21.11% | +13.89% | 1.88% | 27:43 | 15:14 | 17:36 | 25:10 | 36:14 | 42:18 | 18:38 | 13:48 |
 | Sange | 18 | 60.00% | 92.9 | 61.11% | +44.44% | -21.11% | +13.89% | 1.90% | 27:26 | 15:14 | 17:36 | 25:10 | 36:04 | 41:58 | 18:28 | 13:40 |
 | Kaya | 23 | 76.67% | 89.3 | 52.17% | +37.88% | -18.84% | +14.50% | 2.04% | 22:27 | 10:44 | 12:49 | 21:30 | 29:08 | 36:37 | 16:19 | 12:05 |
 | Chainmail | 17 | 56.67% | 85.7 | 52.94% | +22.17% | -2.94% | -2.94% | 0.00% | 08:51 | 04:14 | 06:01 | 08:17 | 10:39 | 14:45 | 04:38 | 03:25 |
 | Aghanim's Scepter | 25 | 83.33% | 82.1 | 48.00% | +28.00% | +2.00% | -14.67% | -2.92% | 25:07 | 16:20 | 21:24 | 25:54 | 27:07 | 36:27 | 05:43 | 04:14 |
 | Quelling Blade | 30 | 100.00% | 78.6 | 43.33% | +43.33% | +6.67% | -0.47% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Bottle | 30 | 100.00% | 75.0 | 43.33% | +43.33% | +6.67% | -14.76% | -21.43% | 01:47 | 01:05 | 01:16 | 01:25 | 01:47 | 04:37 | 00:31 | 00:22 |
 | Boots of Speed | 30 | 100.00% | 71.4 | 43.33% | +43.33% | +19.17% | +13.81% | -2.47% | 04:17 | 02:11 | 03:21 | 03:49 | 05:31 | 06:28 | 02:10 | 01:36 |
 | Magic Stick | 30 | 100.00% | 67.9 | 43.33% | +43.33% | +6.67% | -0.47% | -2.60% | 02:55 | -01:29 | 02:09 | 02:18 | 04:54 | 07:03 | 02:45 | 02:02 |
 | Magic Wand | 30 | 100.00% | 64.3 | 43.33% | +43.33% | -5.83% | -14.76% | -3.03% | 04:40 | 00:44 | 03:10 | 04:54 | 06:07 | 08:51 | 02:57 | 02:11 |
 | Wind Lace | 13 | 43.33% | 60.7 | 53.85% | +18.56% | -20.52% | +12.82% | 4.62% | 14:42 | 08:31 | 09:12 | 11:27 | 16:25 | 35:16 | 07:13 | 05:20 |
 | Void Stone | 16 | 53.33% | 57.1 | 50.00% | +14.29% | 0.00% | 0.00% | 0.00% | 22:39 | 11:41 | 13:17 | 17:58 | 29:37 | 42:31 | 16:20 | 12:05 |
 | Phase Boots | 11 | 36.67% | 53.6 | 54.55% | +17.71% | +12.12% | -21.22% | 0.00% | 08:01 | 06:11 | 06:40 | 08:06 | 08:41 | 10:37 | 02:01 | 01:29 |
 | Witch Blade | 9 | 30.00% | 50.0 | 55.56% | +17.46% | -5.56% | -5.56% | 0.00% | 14:22 | 11:03 | 12:33 | 14:15 | 15:37 | 18:47 | 03:04 | 02:16 |
 | Aghanim's Shard | 18 | 60.00% | 46.4 | 44.44% | +2.77% | -24.44% | +5.56% | 2.04% | 29:59 | 19:03 | 22:41 | 31:30 | 37:25 | 42:58 | 14:44 | 10:54 |
 | Eul's Scepter of Divinity | 10 | 33.33% | 42.9 | 50.00% | +10.00% | -16.67% | 0.00% | 0.00% | 17:54 | 12:38 | 15:33 | 16:46 | 18:09 | 28:59 | 02:36 | 01:55 |
 | Ring of Health | 5 | 16.67% | 39.3 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 32:21 | 26:45 | 26:45 | 31:23 | 31:29 | 42:31 | 04:44 | 03:30 |
 | Black King Bar | 5 | 16.67% | 35.7 | 60.00% | +20.00% | -60.00% | +40.00% | 0.00% | 39:36 | 26:22 | 26:22 | 38:21 | 49:49 | 51:42 | 23:27 | 17:22 |
 | Power Treads | 11 | 36.67% | 32.1 | 36.36% | -11.01% | -36.36% | -36.36% | 0.00% | 07:47 | 05:29 | 05:53 | 08:09 | 08:50 | 10:07 | 02:57 | 02:11 |
 | Linken's Sphere | 4 | 13.33% | 28.6 | 50.00% | +7.69% | -50.00% | +50.00% | 0.00% | 34:04 | 29:40 | 29:40 | 31:24 | 32:28 | 42:43 | 02:48 | 02:04 |
 | Revenant's Brooch | 1 | 3.33% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:06 | 55:06 | 55:06 | 55:06 | 55:06 | 55:06 | 00:00 | 00:00 |
 | Null Talisman | 11 | 36.67% | 21.4 | 27.27% | -25.36% | -27.27% | -27.27% | 0.00% | 05:24 | 00:20 | 04:01 | 04:43 | 06:07 | 13:46 | 02:06 | 01:33 |
 | Octarine Core | 2 | 6.67% | 17.9 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 47:49 | 45:45 | 45:45 | 49:53 | 49:53 | 49:53 | 04:08 | 03:03 |
 | Aether Lens | 3 | 10.00% | 14.3 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 42:47 | 38:44 | 38:44 | 43:51 | 45:45 | 45:45 | 07:01 | 05:11 |
 | Ethereal Blade | 3 | 10.00% | 10.7 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 27:08 | 17:52 | 17:52 | 29:40 | 33:52 | 33:52 | 16:00 | 11:51 |
 | Hand of Midas | 1 | 3.33% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:52 | 12:52 | 12:52 | 12:52 | 12:52 | 12:52 | 00:00 | 00:00 |
 | Ghost Scepter | 3 | 10.00% | 3.6 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 25:47 | 16:05 | 16:05 | 28:01 | 33:14 | 33:14 | 17:09 | 12:42 |