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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 | |
 | Magic Wand | 21 | 75.00% | 100.0 | 61.90% | +47.61% | +18.10% | -1.90% | -4.03% | 10:34 | 01:24 | 07:06 | 10:20 | 12:04 | 21:07 | 04:58 | 03:40 |
 | Blink Dagger | 21 | 75.00% | 96.0 | 61.90% | +47.61% | -1.90% | -41.90% | -5.43% | 23:27 | 14:24 | 18:18 | 21:02 | 25:40 | 43:41 | 07:22 | 05:27 |
 | Magic Stick | 25 | 89.29% | 92.0 | 56.00% | +56.00% | +44.00% | -22.67% | -16.07% | 02:44 | -01:29 | -01:29 | 02:33 | 05:38 | 09:38 | 07:07 | 05:16 |
 | Boots of Speed | 28 | 100.00% | 88.0 | 50.00% | +50.00% | -21.43% | +35.71% | 13.71% | 02:53 | -01:29 | -01:29 | 03:41 | 05:39 | 09:19 | 07:08 | 05:17 |
 | Void Stone | 5 | 17.86% | 84.0 | 80.00% | +36.52% | +20.00% | +20.00% | 0.00% | 30:19 | 18:56 | 18:56 | 20:23 | 41:30 | 51:40 | 22:34 | 16:42 |
 | Tranquil Boots | 23 | 82.14% | 80.0 | 52.17% | +12.17% | -2.17% | +31.16% | 20.83% | 07:59 | 02:44 | 07:05 | 07:40 | 08:41 | 14:26 | 01:36 | 01:11 |
 | Fluffy Hat | 20 | 71.43% | 76.0 | 50.00% | 0.00% | +10.00% | -10.00% | -2.45% | 12:32 | -01:29 | 08:59 | 10:35 | 17:09 | 23:21 | 08:10 | 06:02 |
 | Wind Lace | 26 | 92.86% | 72.0 | 46.15% | -53.85% | -3.29% | +3.85% | 1.12% | 05:53 | -01:29 | 02:08 | 04:41 | 08:29 | 26:40 | 06:21 | 04:42 |
 | Eul's Scepter of Divinity | 4 | 14.29% | 68.0 | 75.00% | +29.17% | +25.00% | +25.00% | 0.00% | 37:07 | 27:14 | 27:14 | 27:46 | 41:41 | 51:45 | 14:27 | 10:42 |
 | Aeon Disk | 5 | 17.86% | 64.0 | 60.00% | +12.17% | -60.00% | +40.00% | 8.65% | 38:10 | 30:29 | 30:29 | 40:23 | 42:03 | 42:35 | 11:34 | 08:34 |
 | Force Staff | 10 | 35.71% | 60.0 | 40.00% | -15.56% | -6.67% | +10.00% | 2.36% | 24:31 | 16:12 | 20:23 | 21:58 | 27:26 | 37:45 | 07:03 | 05:13 |
 | Null Talisman | 1 | 3.57% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 7.14% | 52.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 14:39 | 08:08 | 08:08 | 21:09 | 21:09 | 21:09 | 13:01 | 09:38 |
 | Soul Ring | 2 | 7.14% | 48.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 10:47 | 10:35 | 10:35 | 10:59 | 10:59 | 10:59 | 00:24 | 00:17 |
 | Ring of Protection | 3 | 10.71% | 44.0 | 33.33% | -18.67% | +66.67% | 0.00% | -1.43% | 18:42 | -01:29 | -01:29 | 09:38 | 47:58 | 47:58 | 49:27 | 36:37 |
 | Drum of Endurance | 1 | 3.57% | 40.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 00:00 | 00:00 |
 | Buckler | 1 | 3.57% | 36.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 00:00 | 00:00 |
 | Headdress | 1 | 3.57% | 32.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:04 | 00:04 | 00:04 | 00:04 | 00:04 | 00:04 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.57% | 28.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 7.14% | 24.0 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 06:19 | 02:09 | 02:09 | 10:29 | 10:29 | 10:29 | 08:20 | 06:10 |
 | Vladmir's Offering | 1 | 3.57% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Bracer | 1 | 3.57% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 7.14% | 12.0 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 37:05 | 33:27 | 33:27 | 40:43 | 40:43 | 40:43 | 07:16 | 05:22 |
 | Morbid Mask | 1 | 3.57% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 3.57% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 00:00 | 00:00 |