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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 | 8 | 61.54% | 100.0 | 75.00% | +55.00% | +25.00% | -25.00% | -4.24% | 09:27 | 01:46 | 02:16 | 07:52 | 14:04 | 20:52 | 11:48 | 08:44 |
 | Spirit Vessel | 7 | 53.85% | 96.2 | 71.43% | +38.10% | +28.57% | -21.43% | -27.03% | 19:52 | 16:54 | 17:09 | 18:41 | 19:00 | 24:48 | 01:51 | 01:22 |
 | Magic Stick | 10 | 76.92% | 92.3 | 60.00% | +26.67% | +6.67% | -10.00% | -2.09% | 06:05 | -01:29 | 00:59 | 05:26 | 08:58 | 17:38 | 07:59 | 05:54 |
 | Boots of Speed | 13 | 100.00% | 88.5 | 53.85% | +53.85% | -53.85% | -20.52% | 9.34% | 06:31 | 03:14 | 03:53 | 06:09 | 07:27 | 12:25 | 03:34 | 02:38 |
 | Urn of Shadows | 9 | 69.23% | 84.6 | 55.56% | +5.56% | +44.44% | +44.44% | 0.00% | 08:07 | 02:28 | 05:03 | 07:47 | 10:00 | 14:57 | 04:57 | 03:40 |
 | Ring of Protection | 9 | 69.23% | 80.8 | 55.56% | +5.56% | -5.56% | +44.44% | 9.06% | 03:16 | -01:29 | -01:29 | 01:21 | 07:00 | 10:59 | 08:29 | 06:17 |
 | Void Stone | 7 | 53.85% | 76.9 | 57.14% | +7.14% | -7.14% | +42.86% | 6.58% | 24:52 | 08:17 | 17:36 | 22:00 | 25:12 | 44:48 | 07:36 | 05:37 |
 | Wind Lace | 7 | 53.85% | 73.1 | 57.14% | +7.14% | -57.14% | +42.86% | 37.74% | 15:11 | 08:18 | 09:35 | 11:36 | 12:14 | 34:53 | 02:39 | 01:57 |
 | Eul's Scepter of Divinity | 5 | 38.46% | 69.2 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 24:33 | 14:43 | 14:43 | 22:42 | 29:10 | 35:24 | 14:27 | 10:42 |
 | Fluffy Hat | 9 | 69.23% | 65.4 | 44.44% | -30.56% | +5.56% | -44.44% | -7.77% | 21:26 | 14:12 | 16:11 | 20:59 | 22:37 | 34:00 | 06:26 | 04:45 |
 | Force Staff | 9 | 69.23% | 61.5 | 44.44% | -30.56% | +5.56% | -44.44% | -6.24% | 26:24 | 19:28 | 21:46 | 25:50 | 29:47 | 34:00 | 08:01 | 05:56 |
 | Blink Dagger | 1 | 7.69% | 57.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 7.69% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.69% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:53 | 60:53 | 60:53 | 60:53 | 60:53 | 60:53 | 00:00 | 00:00 |
 | Headdress | 1 | 7.69% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 7.69% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 15.38% | 38.5 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 44:08 | 41:54 | 41:54 | 46:22 | 46:22 | 46:22 | 04:28 | 03:18 |
 | Buckler | 2 | 15.38% | 38.5 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 44:08 | 41:54 | 41:54 | 46:22 | 46:22 | 46:22 | 04:28 | 03:18 |
 | Vladmir's Offering | 2 | 15.38% | 30.8 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 44:34 | 42:45 | 42:45 | 46:22 | 46:22 | 46:22 | 03:37 | 02:40 |
 | Drum of Endurance | 2 | 15.38% | 26.9 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 27:01 | 20:27 | 20:27 | 33:35 | 33:35 | 33:35 | 13:08 | 09:43 |
 | Ring of Health | 2 | 15.38% | 23.1 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 31:47 | 21:36 | 21:36 | 41:58 | 41:58 | 41:58 | 20:22 | 15:05 |
 | Morbid Mask | 2 | 15.38% | 19.2 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 44:09 | 41:55 | 41:55 | 46:22 | 46:22 | 46:22 | 04:27 | 03:17 |
 | Tranquil Boots | 3 | 23.08% | 15.4 | 33.33% | -26.67% | -33.33% | 0.00% | 16.81% | 11:25 | 10:27 | 10:27 | 11:21 | 12:26 | 12:26 | 01:59 | 01:28 |
 | Arcane Boots | 1 | 7.69% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:31 | 09:31 | 09:31 | 09:31 | 09:31 | 09:31 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 7.69% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 00:00 | 00:00 |
 | Wraith Band | 2 | 15.38% | 3.8 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |