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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 | |
 | Void Stone | 6 | 46.15% | 100.0 | 66.67% | +38.10% | -16.67% | -66.67% | -4.82% | 34:21 | 21:15 | 31:16 | 32:26 | 41:38 | 45:13 | 10:22 | 07:40 |
 | Aghanim's Shard | 11 | 84.62% | 97.0 | 54.55% | +54.55% | -21.22% | -21.22% | 0.00% | 20:55 | 15:10 | 18:03 | 20:01 | 21:14 | 33:34 | 03:11 | 02:21 |
 | Arcane Boots | 11 | 84.62% | 93.9 | 54.55% | +54.55% | -21.22% | +12.12% | 16.67% | 08:25 | 05:12 | 06:43 | 08:33 | 08:43 | 13:27 | 02:00 | 01:28 |
 | Octarine Core | 4 | 30.77% | 90.9 | 75.00% | +41.67% | +25.00% | -75.00% | 0.00% | 40:23 | 34:35 | 34:35 | 39:15 | 41:47 | 45:54 | 07:12 | 05:20 |
 | Aether Lens | 4 | 30.77% | 87.9 | 75.00% | +41.67% | +25.00% | -75.00% | 0.00% | 38:12 | 31:20 | 31:20 | 34:36 | 41:38 | 45:13 | 10:18 | 07:37 |
 | Aghanim's Scepter | 9 | 69.23% | 84.8 | 55.56% | +30.56% | +44.44% | -55.56% | -17.44% | 30:14 | 25:11 | 26:13 | 29:12 | 31:57 | 39:22 | 05:44 | 04:14 |
 | Bottle | 12 | 92.31% | 81.8 | 50.00% | +50.00% | -16.67% | -16.67% | 0.00% | 01:35 | 01:15 | 01:23 | 01:32 | 01:37 | 02:06 | 00:14 | 00:10 |
 | Diffusal Blade | 12 | 92.31% | 78.8 | 50.00% | +50.00% | +16.67% | -16.67% | -14.50% | 13:42 | 11:25 | 12:19 | 14:04 | 14:37 | 16:11 | 02:18 | 01:42 |
 | Blink Dagger | 13 | 100.00% | 75.8 | 46.15% | +46.15% | +20.52% | -12.82% | -7.35% | 21:02 | 16:20 | 17:02 | 18:42 | 21:34 | 37:46 | 04:32 | 03:21 |
 | Quelling Blade | 13 | 100.00% | 72.7 | 46.15% | +46.15% | -12.82% | -46.15% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 13 | 100.00% | 69.7 | 46.15% | +46.15% | +20.52% | -12.82% | -20.62% | 04:55 | 03:08 | 04:02 | 04:38 | 05:39 | 07:25 | 01:37 | 01:11 |
 | Blight Stone | 13 | 100.00% | 66.7 | 46.15% | +46.15% | +20.52% | +20.52% | 0.00% | 04:22 | 02:21 | 02:28 | 03:06 | 05:36 | 10:15 | 03:08 | 02:19 |
 | Magic Wand | 10 | 76.92% | 63.6 | 50.00% | +16.67% | -16.67% | 0.00% | 10.87% | 06:35 | 03:42 | 05:29 | 06:27 | 07:01 | 10:33 | 01:32 | 01:08 |
 | Magic Stick | 11 | 84.62% | 60.6 | 45.45% | -4.55% | -12.12% | +21.22% | 15.15% | 03:51 | 01:03 | 02:38 | 03:03 | 04:50 | 06:42 | 02:12 | 01:37 |
 | Ring of Health | 3 | 23.08% | 57.6 | 66.67% | +26.67% | -66.67% | 0.00% | 0.00% | 27:35 | 22:02 | 22:02 | 28:32 | 32:10 | 32:10 | 10:08 | 07:30 |
 | Aeon Disk | 3 | 23.08% | 54.5 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 42:19 | 40:08 | 40:08 | 41:48 | 45:00 | 45:00 | 04:52 | 03:36 |
 | Skull Basher | 7 | 53.85% | 51.5 | 42.86% | -7.14% | -42.86% | +57.14% | 23.72% | 27:59 | 24:50 | 25:09 | 26:17 | 29:22 | 34:41 | 04:13 | 03:07 |
 | Vanguard | 1 | 7.69% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 7.69% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 7.69% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 7.69% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Orb of Venom | 6 | 46.15% | 36.4 | 33.33% | -23.81% | +16.67% | -33.33% | -19.61% | 06:42 | 04:13 | 05:14 | 07:06 | 07:47 | 08:13 | 02:33 | 01:53 |
 | Orb of Corrosion | 6 | 46.15% | 33.3 | 33.33% | -23.81% | +16.67% | -33.33% | -19.23% | 07:23 | 04:53 | 05:59 | 08:02 | 08:35 | 08:41 | 02:36 | 01:55 |
 | Fluffy Hat | 6 | 46.15% | 30.3 | 33.33% | -23.81% | +16.67% | -33.33% | -18.52% | 06:42 | 04:02 | 05:15 | 07:06 | 07:57 | 08:13 | 02:42 | 02:00 |
 | Aghanim's Blessing | 2 | 15.38% | 27.3 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 50:03 | 43:31 | 43:31 | 56:34 | 56:34 | 56:34 | 13:03 | 09:40 |
 | Lotus Orb | 1 | 7.69% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:09 | 26:09 | 26:09 | 26:09 | 26:09 | 26:09 | 00:00 | 00:00 |
 | Black King Bar | 2 | 15.38% | 21.2 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 22:27 | 21:31 | 21:31 | 23:23 | 23:23 | 23:23 | 01:52 | 01:22 |
 | Eul's Scepter of Divinity | 1 | 7.69% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:22 | 56:22 | 56:22 | 56:22 | 56:22 | 56:22 | 00:00 | 00:00 |
 | Headdress | 1 | 7.69% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 |
 | Wind Lace | 1 | 7.69% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:54 | 55:54 | 55:54 | 55:54 | 55:54 | 55:54 | 00:00 | 00:00 |
 | Power Treads | 2 | 15.38% | 9.1 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 08:10 | 06:07 | 06:07 | 10:13 | 10:13 | 10:13 | 04:06 | 03:02 |
 | Ring of Protection | 1 | 7.69% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Wind Waker | 1 | 7.69% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:57 | 58:57 | 58:57 | 58:57 | 58:57 | 58:57 | 00:00 | 00:00 |