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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 | |
 | Scythe of Vyse | 5 | 45.45% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 35:22 | 29:18 | 29:18 | 32:59 | 37:13 | 45:59 | 07:55 | 05:51 |
 | Null Talisman | 10 | 90.91% | 96.2 | 70.00% | +70.00% | -3.33% | -20.00% | -16.67% | 01:44 | 00:41 | 01:10 | 01:31 | 02:10 | 03:12 | 01:00 | 00:44 |
 | Blink Dagger | 11 | 100.00% | 92.3 | 63.64% | +63.64% | +36.36% | -30.31% | -5.91% | 19:20 | 11:38 | 12:13 | 19:15 | 23:30 | 27:28 | 11:17 | 08:21 |
 | Boots of Speed | 11 | 100.00% | 88.5 | 63.64% | +63.64% | -30.31% | -30.31% | 0.00% | 05:41 | 02:57 | 04:19 | 05:45 | 06:18 | 08:49 | 01:59 | 01:28 |
 | Power Treads | 9 | 81.82% | 84.6 | 66.67% | +16.67% | +33.33% | -66.67% | -100.00% | 08:24 | 04:51 | 06:50 | 07:16 | 07:36 | 18:27 | 00:46 | 00:34 |
 | Aghanim's Scepter | 9 | 81.82% | 80.8 | 66.67% | +16.67% | -16.67% | -16.67% | 0.00% | 18:32 | 16:08 | 16:17 | 18:26 | 20:13 | 22:33 | 03:56 | 02:54 |
 | Void Stone | 9 | 81.82% | 76.9 | 66.67% | +16.67% | -66.67% | -16.67% | 4.20% | 28:49 | 18:18 | 21:05 | 29:13 | 32:59 | 37:10 | 11:54 | 08:48 |
 | Magic Stick | 9 | 81.82% | 73.1 | 66.67% | +16.67% | -16.67% | +33.33% | 41.10% | 01:50 | -01:29 | -01:28 | 01:33 | 02:41 | 07:58 | 04:09 | 03:04 |
 | Black King Bar | 7 | 63.64% | 69.2 | 71.43% | +21.43% | -21.43% | -21.43% | 0.00% | 28:24 | 19:38 | 21:58 | 26:34 | 32:55 | 38:41 | 10:57 | 08:06 |
 | Magic Wand | 6 | 54.55% | 65.4 | 66.67% | +6.67% | -16.67% | -66.67% | -11.90% | 06:41 | 02:47 | 04:12 | 06:01 | 08:24 | 10:41 | 04:12 | 03:06 |
 | Boots of Travel | 2 | 18.18% | 61.5 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 41:16 | 38:36 | 38:36 | 43:55 | 43:55 | 43:55 | 05:19 | 03:56 |
 | Hand of Midas | 5 | 45.45% | 57.7 | 60.00% | -6.67% | -60.00% | +40.00% | 19.61% | 09:25 | 06:19 | 06:19 | 09:48 | 11:25 | 11:26 | 05:06 | 03:46 |
 | Aghanim's Shard | 6 | 54.55% | 53.8 | 50.00% | -30.00% | +50.00% | +50.00% | 0.00% | 26:04 | 19:56 | 23:24 | 25:52 | 28:58 | 29:43 | 05:34 | 04:07 |
 | Octarine Core | 3 | 27.27% | 50.0 | 66.67% | +4.17% | -66.67% | 0.00% | 0.00% | 40:30 | 32:02 | 32:02 | 33:51 | 55:37 | 55:37 | 23:35 | 17:28 |
 | Dagon | 1 | 9.09% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 9.09% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Ring of Health | 1 | 9.09% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 00:00 | 00:00 |
 | Moon Shard | 1 | 9.09% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 00:00 | 00:00 |
 | Aether Lens | 5 | 45.45% | 30.8 | 40.00% | -43.33% | -40.00% | -40.00% | 0.00% | 26:42 | 19:33 | 19:33 | 26:19 | 28:56 | 37:23 | 09:23 | 06:57 |
 | Force Staff | 2 | 18.18% | 26.9 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 14:14 | 11:02 | 11:02 | 17:25 | 17:25 | 17:25 | 06:23 | 04:43 |
 | Dragon Lance | 2 | 18.18% | 23.1 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 18:50 | 13:39 | 13:39 | 24:01 | 24:01 | 24:01 | 10:22 | 07:40 |
 | Hurricane Pike | 2 | 18.18% | 19.2 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 21:16 | 17:47 | 17:47 | 24:45 | 24:45 | 24:45 | 06:58 | 05:09 |
 | Fluffy Hat | 2 | 18.18% | 15.4 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 13:03 | 09:19 | 09:19 | 16:46 | 16:46 | 16:46 | 07:27 | 05:31 |
 | Arcane Boots | 1 | 9.09% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 00:00 | 00:00 |
 | Wind Lace | 1 | 9.09% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:24 | 09:24 | 09:24 | 09:24 | 09:24 | 09:24 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 9.09% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 00:00 | 00:00 |