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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 | |
 | Black King Bar | 12 | 41.38% | 100.0 | 75.00% | +45.59% | -8.33% | -8.33% | 0.00% | 30:34 | 19:24 | 24:46 | 29:18 | 33:44 | 42:05 | 08:58 | 06:38 |
 | Aghanim's Shard | 14 | 48.28% | 96.9 | 71.43% | +44.76% | +28.57% | -4.76% | -2.68% | 22:25 | 15:01 | 17:17 | 18:31 | 29:42 | 31:50 | 12:25 | 09:11 |
 | Shiva's Guard | 3 | 10.34% | 93.8 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 33:22 | 30:57 | 30:57 | 32:14 | 36:56 | 36:56 | 05:59 | 04:25 |
 | Wind Lace | 23 | 79.31% | 90.6 | 52.17% | +18.84% | -2.17% | -2.17% | 0.00% | 07:45 | 01:55 | 04:18 | 05:57 | 12:25 | 18:14 | 08:07 | 06:00 |
 | Blink Dagger | 29 | 100.00% | 87.5 | 48.28% | +48.28% | +37.43% | -5.42% | -21.25% | 11:25 | 08:41 | 10:17 | 11:33 | 12:18 | 15:57 | 02:01 | 01:29 |
 | Boots of Speed | 29 | 100.00% | 84.4 | 48.28% | +48.28% | +8.86% | -19.71% | -12.16% | 04:07 | 01:06 | 02:55 | 03:44 | 05:16 | 07:57 | 02:21 | 01:44 |
 | Magic Wand | 22 | 75.86% | 81.3 | 50.00% | +7.14% | +33.33% | +10.00% | -2.10% | 07:56 | -01:29 | 03:35 | 07:34 | 14:43 | 16:57 | 11:08 | 08:14 |
 | Bracer | 17 | 58.62% | 78.1 | 52.94% | +11.27% | +22.06% | +22.06% | 0.00% | 04:52 | 01:24 | 01:42 | 02:29 | 03:42 | 37:01 | 02:00 | 01:28 |
 | Quelling Blade | 22 | 75.86% | 75.0 | 45.45% | -11.69% | +4.55% | -5.45% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 00:24 | 00:00 | 00:00 |
 | Magic Stick | 20 | 68.97% | 71.9 | 45.00% | -10.56% | +15.00% | -25.00% | -25.81% | 02:12 | -01:29 | -01:29 | 01:23 | 03:02 | 12:24 | 04:31 | 03:20 |
 | Tranquil Boots | 17 | 58.62% | 68.8 | 47.06% | -2.94% | +2.94% | +2.94% | 0.00% | 07:55 | 04:15 | 05:35 | 06:34 | 07:27 | 15:37 | 01:52 | 01:22 |
 | Ring of Protection | 15 | 51.72% | 65.6 | 46.67% | -3.33% | +3.33% | +53.33% | 12.40% | 03:43 | -01:29 | 01:18 | 03:07 | 05:20 | 12:47 | 04:02 | 02:59 |
 | Void Stone | 15 | 51.72% | 62.5 | 46.67% | -3.33% | +3.33% | -46.67% | -15.15% | 19:55 | 11:37 | 18:04 | 20:33 | 21:22 | 24:18 | 03:18 | 02:26 |
 | Eul's Scepter of Divinity | 15 | 51.72% | 59.4 | 46.67% | -3.33% | -21.67% | -46.67% | -11.03% | 20:38 | 16:23 | 19:21 | 20:40 | 21:37 | 24:49 | 02:16 | 01:40 |
 | Soul Ring | 15 | 51.72% | 56.3 | 46.67% | -3.33% | -21.67% | +28.33% | 12.20% | 06:06 | 01:56 | 03:38 | 07:03 | 07:44 | 13:02 | 04:06 | 03:02 |
 | Octarine Core | 2 | 6.90% | 53.1 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 32:06 | 28:23 | 28:23 | 35:48 | 35:48 | 35:48 | 07:25 | 05:29 |
 | Aghanim's Scepter | 2 | 6.90% | 50.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 35:28 | 26:29 | 26:29 | 44:26 | 44:26 | 44:26 | 17:57 | 13:17 |
 | Aether Lens | 3 | 10.34% | 46.9 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 23:49 | 20:16 | 20:16 | 24:45 | 26:26 | 26:26 | 06:10 | 04:34 |
 | Kaya | 7 | 24.14% | 43.8 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 27:56 | 22:30 | 24:12 | 26:42 | 30:48 | 33:05 | 06:36 | 04:53 |
 | Sange | 7 | 24.14% | 40.6 | 42.86% | -7.14% | +7.14% | -42.86% | -6.28% | 28:12 | 17:10 | 21:38 | 29:11 | 29:36 | 43:07 | 07:58 | 05:54 |
 | Wind Waker | 1 | 3.45% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 6.90% | 34.4 | 50.00% | +1.85% | +50.00% | 0.00% | 0.00% | 19:44 | 17:12 | 17:12 | 22:15 | 22:15 | 22:15 | 05:03 | 03:44 |
 | Ring of Basilius | 2 | 6.90% | 31.3 | 50.00% | +1.85% | +50.00% | 0.00% | 0.00% | 19:11 | 16:40 | 16:40 | 21:42 | 21:42 | 21:42 | 05:02 | 03:43 |
 | Crown | 2 | 6.90% | 28.1 | 50.00% | +1.85% | +50.00% | 0.00% | 0.00% | 19:28 | 16:40 | 16:40 | 22:15 | 22:15 | 22:15 | 05:35 | 04:08 |
 | Kaya and Sange | 2 | 6.90% | 25.0 | 50.00% | +1.85% | +50.00% | 0.00% | 0.00% | 30:44 | 29:11 | 29:11 | 32:17 | 32:17 | 32:17 | 03:06 | 02:17 |
 | Bottle | 2 | 6.90% | 21.9 | 50.00% | +1.85% | +50.00% | 0.00% | 0.00% | 01:44 | 01:21 | 01:21 | 02:06 | 02:06 | 02:06 | 00:45 | 00:33 |
 | Heaven's Halberd | 3 | 10.34% | 18.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 26:49 | 21:35 | 21:35 | 26:04 | 32:47 | 32:47 | 11:12 | 08:17 |
 | Null Talisman | 3 | 10.34% | 15.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 06:18 | 03:51 | 03:51 | 04:35 | 10:29 | 10:29 | 06:38 | 04:54 |
 | Aeon Disk | 4 | 13.79% | 12.5 | 25.00% | -27.00% | -25.00% | -25.00% | 0.00% | 30:33 | 25:07 | 25:07 | 28:51 | 31:57 | 36:18 | 06:50 | 05:03 |
 | Ghost Scepter | 1 | 3.45% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.45% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:23 | 06:23 | 06:23 | 06:23 | 06:23 | 06:23 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.45% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 00:00 | 00:00 |