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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Shiva's Guard | 3 | 23.08% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 37:37 | 33:04 | 33:04 | 39:17 | 40:30 | 40:30 | 07:26 | 05:30 | |
Aghanim's Scepter | 6 | 46.15% | 96.8 | 66.67% | +52.38% | -16.67% | -66.67% | -25.64% | 25:10 | 21:13 | 23:31 | 25:01 | 25:28 | 30:41 | 01:57 | 01:26 | |
Black King Bar | 2 | 15.38% | 93.5 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 32:48 | 31:54 | 31:54 | 33:42 | 33:42 | 33:42 | 01:48 | 01:20 | |
Phase Boots | 10 | 76.92% | 90.3 | 50.00% | +50.00% | +16.67% | -50.00% | -24.85% | 08:55 | 05:50 | 07:52 | 08:59 | 10:33 | 10:50 | 02:41 | 01:59 | |
Chainmail | 10 | 76.92% | 87.1 | 50.00% | +50.00% | +50.00% | -50.00% | -32.43% | 07:30 | 05:07 | 06:10 | 07:40 | 09:15 | 09:27 | 03:05 | 02:17 | |
Ring of Health | 11 | 84.62% | 83.9 | 45.45% | +45.45% | +21.22% | -12.12% | -4.04% | 09:38 | 03:01 | 03:37 | 10:00 | 11:52 | 23:36 | 08:15 | 06:06 | |
Blink Dagger | 12 | 92.31% | 80.6 | 41.67% | +41.67% | +58.33% | -41.67% | -25.42% | 18:01 | 12:12 | 15:09 | 16:33 | 19:05 | 33:16 | 03:56 | 02:54 | |
Quelling Blade | 12 | 92.31% | 77.4 | 41.67% | +41.67% | +58.33% | -41.67% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Ring of Protection | 12 | 92.31% | 74.2 | 41.67% | +41.67% | +58.33% | -41.67% | -14.67% | 03:58 | -01:30 | -01:29 | -01:29 | 08:18 | 11:50 | 09:47 | 07:14 | |
Soul Ring | 12 | 92.31% | 71.0 | 41.67% | +41.67% | +25.00% | -41.67% | -25.98% | 09:04 | 05:34 | 07:49 | 08:46 | 10:23 | 12:01 | 02:34 | 01:54 | |
Boots of Speed | 13 | 100.00% | 67.7 | 38.46% | +38.46% | +61.54% | -38.46% | -15.83% | 05:30 | 01:22 | 02:17 | 05:32 | 08:36 | 09:14 | 06:19 | 04:40 | |
Magic Stick | 13 | 100.00% | 64.5 | 38.46% | +38.46% | +61.54% | -5.13% | -66.67% | 00:35 | -01:30 | -01:29 | -01:28 | 01:06 | 06:56 | 02:35 | 01:54 | |
Hood of Defiance | 10 | 76.92% | 61.3 | 40.00% | +6.67% | -6.67% | +10.00% | 3.09% | 11:50 | 05:37 | 09:27 | 11:23 | 14:51 | 18:32 | 05:24 | 04:00 | |
Lotus Orb | 1 | 7.69% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 00:00 | 00:00 | |
Void Stone | 5 | 38.46% | 54.8 | 40.00% | +2.50% | +60.00% | +60.00% | 0.00% | 31:06 | 16:48 | 16:48 | 27:51 | 36:22 | 48:43 | 19:34 | 14:29 | |
Magic Wand | 9 | 69.23% | 51.6 | 22.22% | -52.78% | -22.22% | -22.22% | 0.00% | 08:34 | 01:45 | 04:06 | 10:33 | 11:26 | 12:33 | 07:20 | 05:25 | |
Refresher Orb | 2 | 15.38% | 48.4 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 47:55 | 46:48 | 46:48 | 49:01 | 49:01 | 49:01 | 02:13 | 01:38 | |
Eul's Scepter of Divinity | 3 | 23.08% | 45.2 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 26:28 | 19:45 | 19:45 | 27:34 | 32:05 | 32:05 | 12:20 | 09:08 | |
Wind Lace | 5 | 38.46% | 41.9 | 20.00% | -30.00% | +80.00% | -20.00% | -45.45% | 08:34 | 03:20 | 03:20 | 05:30 | 05:32 | 24:24 | 02:12 | 01:37 | |
Force Staff | 1 | 7.69% | 38.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 00:00 | 00:00 | |
Sange | 1 | 7.69% | 35.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 | |
Helm of the Dominator | 1 | 7.69% | 32.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 7.69% | 29.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 | |
Arcane Boots | 1 | 7.69% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:29 | 14:29 | 14:29 | 14:29 | 14:29 | 14:29 | 00:00 | 00:00 | |
Orb of Venom | 1 | 7.69% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:07 | 02:07 | 02:07 | 02:07 | 02:07 | 02:07 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 7.69% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 7.69% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:08 | 03:08 | 03:08 | 03:08 | 03:08 | 03:08 | 00:00 | 00:00 | |
Blight Stone | 1 | 7.69% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:02 | 04:02 | 04:02 | 04:02 | 04:02 | 04:02 | 00:00 | 00:00 | |
Crown | 1 | 7.69% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:53 | 04:53 | 04:53 | 04:53 | 04:53 | 04:53 | 00:00 | 00:00 | |
Orb of Corrosion | 1 | 7.69% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 00:00 | 00:00 | |
Fluffy Hat | 2 | 15.38% | 3.2 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 10:29 | 04:02 | 04:02 | 16:56 | 16:56 | 16:56 | 12:54 | 09:33 |