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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 | 38 | 80.85% | 100.0 | 60.53% | +49.42% | +19.47% | -4.97% | -5.43% | 11:07 | 01:24 | 08:03 | 10:11 | 12:33 | 26:58 | 04:30 | 03:20 |
 | Tranquil Boots | 39 | 82.98% | 96.8 | 56.41% | +31.41% | -6.41% | +13.59% | 6.32% | 08:17 | 02:44 | 05:59 | 07:37 | 09:09 | 24:35 | 03:10 | 02:20 |
 | Magic Stick | 44 | 93.62% | 93.5 | 54.55% | +54.55% | +27.27% | -18.19% | -10.78% | 02:49 | -01:29 | -01:29 | 02:25 | 05:42 | 09:38 | 07:11 | 05:19 |
 | Void Stone | 15 | 31.91% | 90.3 | 66.67% | +22.92% | +33.33% | -41.67% | -5.15% | 31:41 | 17:42 | 20:23 | 29:43 | 34:56 | 59:39 | 14:33 | 10:46 |
 | Blink Dagger | 35 | 74.47% | 87.1 | 54.29% | +12.62% | +1.27% | -20.96% | -4.43% | 23:10 | 14:24 | 18:29 | 21:44 | 23:30 | 43:41 | 05:01 | 03:42 |
 | Boots of Speed | 47 | 100.00% | 83.9 | 51.06% | +51.06% | -17.73% | +23.94% | 9.58% | 03:27 | -01:29 | -01:21 | 04:08 | 05:42 | 09:19 | 07:03 | 05:13 |
 | Eul's Scepter of Divinity | 14 | 29.79% | 80.6 | 64.29% | +18.84% | +10.71% | +2.38% | -0.60% | 35:40 | 17:48 | 27:46 | 30:36 | 41:41 | 59:39 | 13:55 | 10:18 |
 | Wind Lace | 43 | 91.49% | 77.4 | 51.16% | +1.16% | -14.80% | +3.39% | 2.97% | 05:03 | -01:29 | -01:29 | 04:39 | 07:37 | 26:40 | 09:06 | 06:44 |
 | Fluffy Hat | 32 | 68.09% | 74.2 | 53.13% | +6.46% | +21.87% | -15.63% | -5.36% | 12:14 | -01:29 | 08:43 | 10:35 | 15:43 | 24:34 | 07:00 | 05:11 |
 | Force Staff | 16 | 34.04% | 71.0 | 43.75% | -11.09% | +6.25% | -43.75% | -4.38% | 25:59 | 16:12 | 21:08 | 23:51 | 32:33 | 37:45 | 11:25 | 08:27 |
 | Aeon Disk | 9 | 19.15% | 67.7 | 44.44% | -8.19% | +5.56% | -44.44% | -4.05% | 40:40 | 30:29 | 30:37 | 42:03 | 42:57 | 55:07 | 12:20 | 09:08 |
 | Ghost Scepter | 4 | 8.51% | 64.5 | 50.00% | -1.16% | +50.00% | +50.00% | 0.00% | 36:23 | 29:25 | 29:25 | 33:27 | 40:43 | 41:55 | 11:18 | 08:22 |
 | Soul Ring | 4 | 8.51% | 61.3 | 50.00% | -1.16% | -50.00% | -50.00% | 0.00% | 12:19 | 10:35 | 10:35 | 10:59 | 12:19 | 15:23 | 01:44 | 01:17 |
 | Hand of Midas | 1 | 2.13% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.13% | 54.8 | 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 |
 | Orb of Venom | 1 | 2.13% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:54 | 09:54 | 09:54 | 09:54 | 09:54 | 09:54 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.13% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.13% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.13% | 41.9 | 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 |
 | Ring of Protection | 5 | 10.64% | 38.7 | 40.00% | -12.38% | +60.00% | -40.00% | -7.77% | 16:28 | -01:29 | -01:29 | 11:52 | 14:21 | 47:58 | 15:50 | 11:43 |
 | Arcane Boots | 3 | 6.38% | 35.5 | 33.33% | -18.94% | -33.33% | 0.00% | 0.00% | 13:55 | 08:08 | 08:08 | 12:28 | 21:09 | 21:09 | 13:01 | 09:38 |
 | Quelling Blade | 4 | 8.51% | 32.3 | 25.00% | -28.49% | -25.00% | +75.00% | 12.00% | 08:40 | 02:09 | 02:09 | 07:31 | 10:29 | 14:31 | 08:20 | 06:10 |
 | Crown | 1 | 2.13% | 29.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.13% | 25.8 | 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 |
 | Drum of Endurance | 1 | 2.13% | 22.6 | 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 |
 | Headdress | 1 | 2.13% | 19.4 | 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 |
 | Buckler | 1 | 2.13% | 16.1 | 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 |
 | Vladmir's Offering | 1 | 2.13% | 12.9 | 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 | 2.13% | 9.7 | 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 |
 | Morbid Mask | 1 | 2.13% | 6.5 | 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 | 2.13% | 3.2 | 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 |