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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 | |
 | Sange | 8 | 47.06% | 100.0 | 87.50% | +54.17% | +12.50% | +12.50% | 0.00% | 24:33 | 18:32 | 19:21 | 24:06 | 26:56 | 30:56 | 07:35 | 05:37 |
 | Kaya and Sange | 8 | 47.06% | 96.7 | 87.50% | +54.17% | +12.50% | +12.50% | 0.00% | 25:16 | 19:38 | 20:54 | 24:34 | 27:26 | 31:12 | 06:32 | 04:50 |
 | Boots of Travel 2 | 4 | 23.53% | 93.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 38:38 | 27:44 | 27:44 | 31:37 | 38:03 | 57:06 | 10:19 | 07:38 |
 | Kaya | 9 | 52.94% | 90.0 | 77.78% | +40.28% | +22.22% | -27.78% | -6.68% | 24:05 | 17:19 | 20:08 | 23:28 | 27:37 | 30:02 | 07:29 | 05:32 |
 | Void Stone | 8 | 47.06% | 86.7 | 75.00% | +30.56% | -25.00% | -25.00% | 0.00% | 29:06 | 09:50 | 12:39 | 33:38 | 36:21 | 46:45 | 23:42 | 17:33 |
 | Bloodstone | 17 | 100.00% | 83.3 | 58.82% | +58.82% | +41.18% | -33.82% | -38.46% | 14:59 | 11:52 | 13:34 | 14:53 | 15:31 | 19:56 | 01:57 | 01:26 |
 | Boots of Speed | 17 | 100.00% | 80.0 | 58.82% | +58.82% | -8.82% | -33.82% | -23.81% | 03:44 | 02:25 | 03:05 | 03:37 | 04:08 | 05:37 | 01:03 | 00:46 |
 | Magic Stick | 17 | 100.00% | 76.7 | 58.82% | +58.82% | +16.18% | -8.82% | -25.00% | 02:45 | 00:56 | 02:01 | 02:14 | 02:18 | 06:19 | 00:17 | 00:12 |
 | Magic Wand | 17 | 100.00% | 73.3 | 58.82% | +58.82% | -8.82% | -8.82% | 0.00% | 05:45 | 02:24 | 04:02 | 05:35 | 06:49 | 08:52 | 02:47 | 02:03 |
 | Bottle | 17 | 100.00% | 70.0 | 58.82% | +58.82% | +41.18% | -33.82% | -75.00% | 01:15 | 00:46 | 01:07 | 01:15 | 01:22 | 01:34 | 00:15 | 00:11 |
 | Arcane Boots | 17 | 100.00% | 66.7 | 58.82% | +58.82% | -8.82% | +16.18% | 17.05% | 06:23 | 04:27 | 05:27 | 06:43 | 06:55 | 08:29 | 01:28 | 01:05 |
 | Black King Bar | 15 | 88.24% | 63.3 | 60.00% | +10.00% | +15.00% | -10.00% | -4.60% | 26:59 | 20:58 | 21:54 | 25:31 | 27:20 | 44:23 | 05:26 | 04:01 |
 | Aghanim's Shard | 5 | 29.41% | 60.0 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 30:43 | 22:12 | 22:12 | 28:41 | 29:30 | 49:20 | 07:18 | 05:24 |
 | Scythe of Vyse | 5 | 29.41% | 56.7 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 38:56 | 33:38 | 33:38 | 36:28 | 42:56 | 46:45 | 09:18 | 06:53 |
 | Wind Lace | 9 | 52.94% | 53.3 | 66.67% | +16.67% | -16.67% | +33.33% | 38.46% | 08:27 | 06:59 | 07:06 | 07:38 | 08:24 | 13:58 | 01:18 | 00:57 |
 | Blink Dagger | 6 | 35.29% | 50.0 | 66.67% | +12.12% | -16.67% | +33.33% | 3.75% | 28:10 | 16:49 | 18:43 | 28:43 | 32:02 | 43:10 | 13:19 | 09:51 |
 | Quelling Blade | 2 | 11.76% | 46.7 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 05:10 | 04:09 | 04:09 | 06:10 | 06:10 | 06:10 | 02:01 | 01:29 |
 | Ring of Health | 2 | 11.76% | 43.3 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 31:49 | 12:39 | 12:39 | 50:58 | 50:58 | 50:58 | 38:19 | 28:22 |
 | Shiva's Guard | 7 | 41.18% | 40.0 | 57.14% | -2.86% | -7.14% | -7.14% | 0.00% | 37:02 | 27:44 | 29:32 | 35:36 | 37:38 | 49:56 | 08:06 | 06:00 |
 | Boots of Travel | 10 | 58.82% | 36.7 | 50.00% | -21.43% | +16.67% | 0.00% | -1.68% | 33:04 | 20:00 | 30:20 | 32:15 | 40:15 | 44:23 | 09:55 | 07:20 |
 | Refresher Orb | 1 | 5.88% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 5.88% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:28 | 55:28 | 55:28 | 55:28 | 55:28 | 55:28 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.88% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:39 | 13:39 | 13:39 | 13:39 | 13:39 | 13:39 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.88% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.88% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Wind Waker | 1 | 5.88% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:35 | 41:35 | 41:35 | 41:35 | 41:35 | 41:35 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 11.76% | 13.3 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 15:15 | 11:12 | 11:12 | 19:18 | 19:18 | 19:18 | 08:06 | 06:00 |
 | Aghanim's Scepter | 1 | 5.88% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.88% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.88% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 00:00 | 00:00 |