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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 | |
 | Shiva's Guard | 5 | 21.74% | 100.0 | 80.00% | +52.22% | +20.00% | +20.00% | 0.00% | 30:30 | 21:17 | 21:17 | 29:58 | 36:24 | 37:10 | 15:07 | 11:11 |
 | Aghanim's Scepter | 6 | 26.09% | 96.6 | 66.67% | +37.26% | +33.33% | -66.67% | 0.00% | 31:30 | 25:03 | 26:56 | 27:43 | 34:32 | 43:01 | 07:36 | 05:37 |
 | Bloodstone | 4 | 17.39% | 93.1 | 75.00% | +43.42% | +25.00% | +25.00% | 0.00% | 18:54 | 15:44 | 15:44 | 19:31 | 19:56 | 20:24 | 04:12 | 03:06 |
 | Blink Dagger | 9 | 39.13% | 89.7 | 55.56% | +26.99% | -5.56% | +44.44% | 0.00% | 24:56 | 16:16 | 16:32 | 27:26 | 31:00 | 34:54 | 14:28 | 10:42 |
 | Kaya | 15 | 65.22% | 86.2 | 46.67% | +21.67% | +28.33% | -21.67% | -3.56% | 20:18 | 11:24 | 12:06 | 20:01 | 26:09 | 33:35 | 14:03 | 10:24 |
 | Black King Bar | 15 | 65.22% | 82.8 | 46.67% | +21.67% | +28.33% | -46.67% | -12.36% | 25:38 | 18:27 | 19:23 | 23:14 | 25:27 | 51:44 | 06:04 | 04:29 |
 | Wind Lace | 12 | 52.17% | 79.3 | 50.00% | +22.73% | +16.67% | -50.00% | -25.98% | 08:57 | 03:52 | 05:50 | 07:20 | 08:24 | 26:21 | 02:34 | 01:54 |
 | Scythe of Vyse | 2 | 8.70% | 75.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 35:47 | 33:24 | 33:24 | 38:09 | 38:09 | 38:09 | 04:45 | 03:31 |
 | Magic Stick | 22 | 95.65% | 72.4 | 40.91% | +40.91% | -7.58% | +19.09% | 5.76% | 04:24 | -01:29 | 02:18 | 03:48 | 06:56 | 09:49 | 04:38 | 03:25 |
 | Magic Wand | 22 | 95.65% | 69.0 | 40.91% | +40.91% | -24.24% | -0.91% | 5.69% | 06:51 | -01:28 | 05:14 | 07:24 | 09:20 | 12:22 | 04:06 | 03:02 |
 | Boots of Speed | 23 | 100.00% | 65.5 | 39.13% | +39.13% | +44.20% | -39.13% | -58.14% | 03:59 | 01:52 | 03:04 | 03:25 | 04:30 | 07:36 | 01:26 | 01:03 |
 | Kaya and Sange | 13 | 56.52% | 62.1 | 46.15% | +16.15% | +20.52% | -12.82% | -3.55% | 23:30 | 13:53 | 18:24 | 20:37 | 27:48 | 35:45 | 09:24 | 06:57 |
 | Sange | 14 | 60.87% | 58.6 | 42.86% | +9.53% | +32.14% | -9.53% | -3.96% | 22:21 | 13:40 | 16:35 | 19:15 | 27:06 | 35:45 | 10:31 | 07:47 |
 | Bottle | 19 | 82.61% | 55.2 | 36.84% | -13.16% | +3.16% | -16.84% | -20.00% | 01:21 | 00:07 | 01:10 | 01:22 | 01:37 | 02:06 | 00:27 | 00:20 |
 | Void Stone | 8 | 34.78% | 51.7 | 50.00% | +16.67% | 0.00% | 0.00% | 0.00% | 22:08 | 11:47 | 13:24 | 14:47 | 33:24 | 38:09 | 20:00 | 14:48 |
 | Arcane Boots | 21 | 91.30% | 48.3 | 33.33% | -66.67% | +46.67% | -33.33% | -28.24% | 08:05 | 05:20 | 05:40 | 06:45 | 08:30 | 24:59 | 02:50 | 02:05 |
 | Null Talisman | 13 | 56.52% | 44.8 | 38.46% | -1.54% | +28.21% | -5.13% | -12.20% | 04:25 | 02:00 | 02:45 | 04:18 | 05:29 | 07:31 | 02:44 | 02:01 |
 | Hood of Defiance | 13 | 56.52% | 41.4 | 30.77% | -19.23% | +35.90% | -30.77% | -59.70% | 11:36 | 09:01 | 10:13 | 10:35 | 11:20 | 20:28 | 01:07 | 00:49 |
 | Ring of Health | 14 | 60.87% | 37.9 | 28.57% | -26.99% | +21.43% | -28.57% | -35.71% | 12:58 | 07:34 | 09:59 | 10:20 | 11:23 | 35:34 | 01:24 | 01:02 |
 | Eternal Shroud | 10 | 43.48% | 34.5 | 30.00% | -16.15% | +36.67% | +20.00% | 0.00% | 15:52 | 12:51 | 13:17 | 13:55 | 15:41 | 23:28 | 02:24 | 01:46 |
 | Eul's Scepter of Divinity | 5 | 21.74% | 31.0 | 40.00% | +1.11% | -40.00% | -40.00% | 0.00% | 14:15 | 11:59 | 11:59 | 13:45 | 14:54 | 16:56 | 02:55 | 02:09 |
 | Aghanim's Shard | 10 | 43.48% | 27.6 | 20.00% | -33.85% | +13.33% | -20.00% | 0.00% | 33:48 | 16:33 | 28:41 | 32:04 | 40:36 | 46:33 | 11:55 | 08:49 |
 | Ghost Scepter | 2 | 8.70% | 24.1 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 36:31 | 35:36 | 35:36 | 37:25 | 37:25 | 37:25 | 01:49 | 01:20 |
 | Refresher Orb | 1 | 4.35% | 20.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:24 | 1:07:24 | 1:07:24 | 1:07:24 | 1:07:24 | 1:07:24 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.35% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.35% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 4.35% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:26 | 60:26 | 60:26 | 60:26 | 60:26 | 60:26 | 00:00 | 00:00 |
 | Wind Waker | 1 | 4.35% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 4.35% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:35 | 35:35 | 35:35 | 35:35 | 35:35 | 35:35 | 00:00 | 00:00 |