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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 | |
 | Kaya and Sange | 6 | 42.86% | 100.0 | 66.67% | +41.67% | -16.67% | +33.33% | 17.75% | 19:39 | 16:49 | 17:23 | 17:58 | 20:12 | 25:44 | 02:49 | 02:05 |
 | Sange | 6 | 42.86% | 96.8 | 66.67% | +41.67% | -16.67% | +33.33% | 20.55% | 18:52 | 16:37 | 17:23 | 17:42 | 19:49 | 23:40 | 02:26 | 01:48 |
 | Bottle | 13 | 92.86% | 93.5 | 46.15% | +46.15% | +20.52% | -12.82% | -33.34% | 01:28 | 00:51 | 01:17 | 01:33 | 01:36 | 01:50 | 00:19 | 00:14 |
 | Power Treads | 13 | 92.86% | 90.3 | 46.15% | +46.15% | +20.52% | -12.82% | -18.70% | 09:18 | 06:08 | 08:07 | 09:27 | 09:54 | 13:42 | 01:47 | 01:19 |
 | Kaya | 7 | 50.00% | 87.1 | 57.14% | +28.57% | -7.14% | -7.14% | 0.00% | 17:50 | 12:58 | 13:11 | 14:49 | 19:46 | 25:44 | 06:35 | 04:52 |
 | Boots of Speed | 14 | 100.00% | 83.9 | 42.86% | +42.86% | -17.86% | -9.53% | 4.76% | 06:27 | 05:15 | 05:40 | 06:16 | 07:25 | 08:13 | 01:45 | 01:17 |
 | Magic Stick | 14 | 100.00% | 80.6 | 42.86% | +42.86% | -17.86% | +23.81% | 10.42% | 04:08 | -01:29 | 02:19 | 02:45 | 06:19 | 10:13 | 04:00 | 02:57 |
 | Magic Wand | 14 | 100.00% | 77.4 | 42.86% | +42.86% | -17.86% | +23.81% | 19.84% | 05:50 | 03:29 | 04:13 | 04:54 | 06:19 | 11:24 | 02:06 | 01:33 |
 | Black King Bar | 11 | 78.57% | 74.2 | 45.45% | +12.12% | +21.22% | +21.22% | 0.00% | 23:42 | 17:10 | 20:04 | 24:19 | 25:53 | 29:09 | 05:49 | 04:18 |
 | Null Talisman | 12 | 85.71% | 71.0 | 41.67% | -8.33% | +25.00% | -8.34% | -22.73% | 03:39 | 02:06 | 02:49 | 03:46 | 04:17 | 05:13 | 01:28 | 01:05 |
 | Mage Slayer | 3 | 21.43% | 67.7 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 34:05 | 32:16 | 32:16 | 32:54 | 37:04 | 37:04 | 04:48 | 03:33 |
 | Ring of Protection | 3 | 21.43% | 64.5 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 05:18 | 02:44 | 02:44 | 04:28 | 08:41 | 08:41 | 05:57 | 04:24 |
 | Urn of Shadows | 3 | 21.43% | 61.3 | 66.67% | +30.31% | -66.67% | 0.00% | 0.00% | 06:39 | 04:50 | 04:50 | 06:25 | 08:43 | 08:43 | 03:53 | 02:52 |
 | Bloodthorn | 3 | 21.43% | 58.1 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 34:37 | 33:12 | 33:12 | 33:21 | 37:19 | 37:19 | 04:07 | 03:02 |
 | Aghanim's Shard | 7 | 50.00% | 54.8 | 42.86% | 0.00% | -42.86% | +7.14% | 22.39% | 23:07 | 20:03 | 20:28 | 21:15 | 22:42 | 29:22 | 02:14 | 01:39 |
 | Orchid Malevolence | 7 | 50.00% | 51.6 | 42.86% | 0.00% | +7.14% | +7.14% | 0.00% | 18:16 | 14:20 | 14:21 | 16:28 | 17:39 | 25:55 | 03:18 | 02:26 |
 | Void Stone | 9 | 64.29% | 48.4 | 33.33% | -26.67% | +16.67% | +16.67% | 0.00% | 18:11 | 11:15 | 11:16 | 16:27 | 23:14 | 35:27 | 11:58 | 08:51 |
 | Javelin | 1 | 7.14% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 00:00 | 00:00 |
 | Mjollnir | 1 | 7.14% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Maelstrom | 1 | 7.14% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 7.14% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 7.14% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:22 | 12:22 | 12:22 | 12:22 | 12:22 | 12:22 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 14.29% | 29.0 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 27:48 | 27:20 | 27:20 | 28:16 | 28:16 | 28:16 | 00:56 | 00:41 |
 | Linken's Sphere | 2 | 14.29% | 25.8 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 20:45 | 19:23 | 19:23 | 22:06 | 22:06 | 22:06 | 02:43 | 02:00 |
 | Scythe of Vyse | 2 | 14.29% | 22.6 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 31:56 | 31:42 | 31:42 | 32:09 | 32:09 | 32:09 | 00:27 | 00:20 |
 | Force Staff | 2 | 14.29% | 19.4 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 27:49 | 27:21 | 27:21 | 28:16 | 28:16 | 28:16 | 00:55 | 00:40 |
 | Ring of Health | 3 | 21.43% | 16.1 | 33.33% | -12.12% | -33.33% | 0.00% | 0.00% | 25:14 | 18:10 | 18:10 | 22:05 | 35:26 | 35:26 | 17:16 | 12:47 |
 | Shiva's Guard | 5 | 35.71% | 12.9 | 20.00% | -35.56% | -20.00% | -20.00% | 0.00% | 34:41 | 29:30 | 29:30 | 33:26 | 36:23 | 43:00 | 06:53 | 05:05 |
 | Chainmail | 1 | 7.14% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Witch Blade | 1 | 7.14% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 7.14% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 00:00 | 00:00 |