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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 | |
 | Octarine Core | 21 | 38.89% | 100.0 | 76.19% | +39.83% | +3.81% | +3.81% | 0.00% | 33:53 | 25:37 | 28:37 | 34:31 | 37:07 | 46:59 | 08:30 | 06:17 |
 | Void Stone | 40 | 74.07% | 96.9 | 60.00% | +31.43% | +20.00% | -30.00% | -6.47% | 25:34 | 09:46 | 22:22 | 24:57 | 30:06 | 37:08 | 07:44 | 05:43 |
 | Aether Lens | 39 | 72.22% | 93.8 | 58.97% | +25.64% | +31.03% | -38.97% | -11.44% | 26:22 | 13:00 | 23:21 | 25:42 | 29:28 | 44:31 | 06:07 | 04:31 |
 | Wind Lace | 46 | 85.19% | 90.6 | 54.35% | +16.85% | +3.98% | -27.08% | -5.72% | 07:29 | -01:29 | 04:20 | 05:40 | 09:46 | 26:26 | 05:26 | 04:01 |
 | Blink Dagger | 42 | 77.78% | 87.5 | 54.76% | +13.09% | +8.88% | -34.76% | -6.36% | 25:06 | 13:21 | 22:30 | 25:45 | 29:22 | 37:33 | 06:52 | 05:05 |
 | Boots of Speed | 54 | 100.00% | 84.4 | 51.85% | +51.85% | +12.44% | -21.08% | -33.52% | 03:31 | 01:55 | 03:00 | 03:19 | 03:50 | 06:03 | 00:50 | 00:37 |
 | Aghanim's Shard | 48 | 88.89% | 81.3 | 50.00% | -16.67% | +25.00% | -8.33% | -12.05% | 23:12 | 20:01 | 21:09 | 22:11 | 23:55 | 32:44 | 02:46 | 02:02 |
 | Black King Bar | 46 | 85.19% | 78.1 | 50.00% | -12.50% | +25.00% | +4.55% | -8.46% | 20:06 | 15:50 | 18:01 | 18:44 | 20:26 | 34:11 | 02:25 | 01:47 |
 | Bottle | 51 | 94.44% | 75.0 | 49.02% | -50.98% | +4.83% | -18.25% | -23.08% | 01:52 | 00:58 | 01:23 | 01:34 | 01:56 | 05:56 | 00:33 | 00:24 |
 | Magic Wand | 39 | 72.22% | 71.9 | 51.28% | -2.05% | +8.72% | -21.28% | -5.49% | 09:48 | 02:48 | 05:42 | 09:15 | 11:10 | 26:25 | 05:28 | 04:02 |
 | Magic Stick | 40 | 74.07% | 68.8 | 50.00% | -7.14% | -40.00% | -20.00% | 3.65% | 07:02 | -01:29 | 04:16 | 05:46 | 09:45 | 13:46 | 05:29 | 04:03 |
 | Null Talisman | 5 | 9.26% | 65.6 | 80.00% | +31.02% | +20.00% | +20.00% | 0.00% | -00:10 | -01:29 | -01:29 | -01:29 | -01:29 | 05:04 | 00:00 | 00:00 |
 | Kaya and Sange | 2 | 3.70% | 62.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:29 | 36:21 | 36:21 | 38:37 | 38:37 | 38:37 | 02:16 | 01:40 |
 | Kaya | 2 | 3.70% | 59.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:55 | 32:33 | 32:33 | 35:17 | 35:17 | 35:17 | 02:44 | 02:01 |
 | Linken's Sphere | 2 | 3.70% | 56.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 41:20 | 40:56 | 40:56 | 41:44 | 41:44 | 41:44 | 00:48 | 00:35 |
 | Sange | 2 | 3.70% | 53.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:18 | 36:21 | 36:21 | 38:15 | 38:15 | 38:15 | 01:54 | 01:24 |
 | Ring of Health | 7 | 12.96% | 50.0 | 57.14% | +6.08% | +42.86% | -57.14% | -14.05% | 39:32 | 32:54 | 34:32 | 41:24 | 41:39 | 45:00 | 07:07 | 05:16 |
 | Fluffy Hat | 7 | 12.96% | 46.9 | 57.14% | +6.08% | +42.86% | -57.14% | -9.19% | 28:03 | 15:07 | 18:50 | 29:35 | 29:43 | 46:42 | 10:53 | 08:03 |
 | Force Staff | 7 | 12.96% | 43.8 | 57.14% | +6.08% | +42.86% | -57.14% | -9.19% | 28:35 | 18:50 | 18:50 | 29:35 | 29:43 | 46:42 | 10:53 | 08:03 |
 | Refresher Orb | 5 | 9.26% | 40.6 | 60.00% | +8.98% | +40.00% | -60.00% | -12.35% | 38:12 | 33:19 | 33:19 | 37:20 | 41:25 | 44:05 | 08:06 | 06:00 |
 | Aghanim's Scepter | 4 | 7.41% | 37.5 | 50.00% | -2.00% | +50.00% | -50.00% | 0.00% | 38:56 | 31:37 | 31:37 | 39:55 | 41:25 | 42:45 | 09:48 | 07:15 |
 | Overwhelming Blink | 1 | 1.85% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.85% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:30 | 41:30 | 41:30 | 41:30 | 41:30 | 41:30 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.85% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.85% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 3.70% | 21.9 | 50.00% | -1.92% | +50.00% | 0.00% | 0.00% | 40:00 | 37:20 | 37:20 | 42:40 | 42:40 | 42:40 | 05:20 | 03:57 |
 | Ghost Scepter | 3 | 5.56% | 18.8 | 33.33% | -19.61% | -33.33% | 0.00% | 0.00% | 35:24 | 31:39 | 31:39 | 34:27 | 40:05 | 40:05 | 08:26 | 06:14 |
 | Quelling Blade | 4 | 7.41% | 15.6 | 25.00% | -29.00% | -25.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.85% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:00 | 45:00 | 45:00 | 45:00 | 45:00 | 45:00 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.85% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.85% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:15 | 09:15 | 09:15 | 09:15 | 09:15 | 09:15 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.85% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 00:00 | 00:00 |