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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 | |
 | Ring of Health | 13 | 38.24% | 100.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 29:10 | 15:16 | 23:00 | 28:31 | 32:54 | 49:26 | 09:54 | 07:20 |
 | Linken's Sphere | 11 | 32.35% | 95.8 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 29:27 | 18:14 | 27:11 | 28:31 | 32:21 | 37:12 | 05:10 | 03:49 |
 | Void Stone | 22 | 64.71% | 91.7 | 86.36% | +36.36% | +13.64% | -6.36% | -1.50% | 24:44 | 09:42 | 16:17 | 23:01 | 29:36 | 49:26 | 13:19 | 09:51 |
 | Null Talisman | 15 | 44.12% | 87.5 | 86.67% | +23.51% | -11.67% | +13.33% | 0.00% | 06:18 | 02:33 | 03:25 | 04:11 | 05:33 | 24:59 | 02:08 | 01:34 |
 | Kaya and Sange | 23 | 67.65% | 83.3 | 78.26% | +14.62% | +21.74% | +21.74% | 0.00% | 20:22 | 14:18 | 16:55 | 18:52 | 24:07 | 29:44 | 07:12 | 05:20 |
 | Sange | 23 | 67.65% | 79.2 | 78.26% | +14.62% | +21.74% | +21.74% | 0.00% | 20:09 | 13:20 | 16:33 | 18:33 | 24:07 | 29:29 | 07:34 | 05:36 |
 | Boots of Speed | 34 | 100.00% | 75.0 | 73.53% | +73.53% | +4.25% | -11.03% | -8.33% | 04:06 | 00:57 | 02:58 | 04:03 | 04:48 | 08:41 | 01:50 | 01:21 |
 | Magic Wand | 33 | 97.06% | 70.8 | 72.73% | -27.27% | -10.23% | -10.23% | 0.00% | 04:55 | -01:29 | 02:51 | 03:52 | 06:23 | 10:29 | 03:32 | 02:37 |
 | Bottle | 33 | 97.06% | 66.7 | 72.73% | -27.27% | -10.23% | +2.27% | 12.50% | 01:33 | 00:52 | 01:09 | 01:17 | 01:36 | 03:54 | 00:27 | 00:20 |
 | Power Treads | 33 | 97.06% | 62.5 | 72.73% | -27.27% | -10.23% | +2.27% | 6.10% | 07:38 | 05:29 | 06:28 | 07:20 | 08:31 | 11:40 | 02:03 | 01:31 |
 | Chainmail | 9 | 26.47% | 58.3 | 88.89% | +20.89% | +11.11% | -38.89% | 0.00% | 19:16 | 13:40 | 14:13 | 18:58 | 21:11 | 30:21 | 06:58 | 05:09 |
 | Witch Blade | 9 | 26.47% | 54.2 | 88.89% | +20.89% | +11.11% | -38.89% | 0.00% | 19:55 | 14:59 | 15:12 | 19:15 | 21:11 | 30:55 | 05:59 | 04:25 |
 | Aghanim's Scepter | 9 | 26.47% | 50.0 | 88.89% | +20.89% | -38.89% | +11.11% | 0.00% | 32:06 | 26:56 | 30:41 | 31:44 | 32:16 | 39:05 | 01:35 | 01:10 |
 | Magic Stick | 32 | 94.12% | 45.8 | 71.88% | -28.12% | +15.62% | -21.88% | -22.96% | 03:19 | -01:29 | 01:56 | 02:23 | 03:34 | 10:29 | 01:38 | 01:12 |
 | Black King Bar | 21 | 61.76% | 41.7 | 76.19% | +6.96% | +23.81% | -16.19% | -7.84% | 24:05 | 15:19 | 21:07 | 24:27 | 26:13 | 39:32 | 05:06 | 03:46 |
 | Aghanim's Shard | 12 | 35.29% | 37.5 | 83.33% | +15.15% | +16.67% | +16.67% | 0.00% | 25:59 | 17:26 | 19:07 | 25:07 | 30:22 | 40:39 | 11:15 | 08:20 |
 | Kaya | 26 | 76.47% | 33.3 | 73.08% | -1.92% | +26.92% | +10.25% | -1.94% | 16:38 | 10:55 | 12:20 | 13:30 | 20:56 | 31:10 | 08:36 | 06:22 |
 | Ring of Protection | 21 | 61.76% | 29.2 | 66.67% | -17.95% | +13.33% | -46.67% | -26.67% | 06:35 | 03:09 | 05:20 | 06:50 | 07:35 | 09:33 | 02:15 | 01:40 |
 | Soul Ring | 21 | 61.76% | 25.0 | 66.67% | -17.95% | +13.33% | -26.67% | -12.83% | 07:14 | 03:10 | 05:26 | 07:27 | 08:33 | 10:44 | 03:07 | 02:18 |
 | Shiva's Guard | 3 | 8.82% | 20.8 | 100.00% | +29.03% | 0.00% | 0.00% | 0.00% | 43:36 | 37:35 | 37:35 | 38:10 | 55:02 | 55:02 | 17:27 | 12:55 |
 | Orchid Malevolence | 9 | 26.47% | 16.7 | 66.67% | -9.33% | +33.33% | -66.67% | 0.00% | 19:44 | 14:00 | 15:00 | 16:57 | 18:01 | 34:14 | 03:01 | 02:14 |
 | Refresher Orb | 2 | 5.88% | 12.5 | 100.00% | +28.12% | 0.00% | 0.00% | 0.00% | 45:25 | 41:14 | 41:14 | 49:36 | 49:36 | 49:36 | 08:22 | 06:11 |
 | Aghanim's Blessing | 1 | 2.94% | 8.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.94% | 4.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |