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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 | |
 | Aghanim's Shard | 2 | 33.33% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 35:05 | 24:48 | 24:48 | 45:22 | 45:22 | 45:22 | 20:34 | 15:14 |
 | Quelling Blade | 3 | 50.00% | 96.7 | 66.67% | +66.67% | +33.33% | 0.00% | -33.33% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Ring of Protection | 4 | 66.67% | 93.3 | 50.00% | +50.00% | +50.00% | -50.00% | -17.49% | 06:07 | 01:37 | 01:37 | 05:41 | 07:20 | 09:48 | 05:43 | 04:14 |
 | Magic Wand | 4 | 66.67% | 90.0 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 08:40 | 04:17 | 04:17 | 05:27 | 10:18 | 14:36 | 06:01 | 04:27 |
 | Urn of Shadows | 4 | 66.67% | 86.7 | 50.00% | +50.00% | +50.00% | -50.00% | -61.22% | 08:35 | 06:02 | 06:02 | 07:32 | 07:40 | 13:07 | 01:38 | 01:12 |
 | Force Staff | 1 | 16.67% | 83.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 16.67% | 80.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 16.67% | 76.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 00:00 | 00:00 |
 | Kaya | 1 | 16.67% | 73.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 00:00 | 00:00 |
 | Blight Stone | 1 | 16.67% | 70.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |
 | Solar Crest | 1 | 16.67% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 16.67% | 63.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |
 | Sange | 1 | 16.67% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 00:00 | 00:00 |
 | Chainmail | 1 | 16.67% | 56.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |
 | Headdress | 1 | 16.67% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 16.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 00:00 | 00:00 |
 | Ring of Health | 1 | 16.67% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 16.67% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:17 | 20:17 | 20:17 | 20:17 | 20:17 | 20:17 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 16.67% | 40.0 | 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 |
 | Magic Stick | 6 | 100.00% | 36.7 | 33.33% | +33.33% | -33.33% | +66.67% | 20.27% | 04:09 | -01:29 | 02:22 | 03:02 | 07:18 | 08:34 | 04:56 | 03:39 |
 | Boots of Speed | 6 | 100.00% | 33.3 | 33.33% | +33.33% | +16.67% | +66.67% | 12.61% | 05:53 | -01:29 | 04:45 | 06:29 | 08:43 | 09:15 | 03:58 | 02:56 |
 | Power Treads | 2 | 33.33% | 30.0 | 50.00% | +25.00% | +50.00% | 0.00% | -11.72% | 12:34 | 10:26 | 10:26 | 14:42 | 14:42 | 14:42 | 04:16 | 03:09 |
 | Bottle | 2 | 33.33% | 26.7 | 50.00% | +25.00% | +50.00% | 0.00% | -50.00% | 01:41 | 01:35 | 01:35 | 01:46 | 01:46 | 01:46 | 00:11 | 00:08 |
 | Wind Lace | 2 | 33.33% | 23.3 | 50.00% | +25.00% | -50.00% | 0.00% | 1.48% | 19:38 | 02:44 | 02:44 | 36:32 | 36:32 | 36:32 | 33:48 | 25:02 |
 | Crown | 2 | 33.33% | 20.0 | 50.00% | +25.00% | -50.00% | 0.00% | 2.72% | 27:22 | 18:11 | 18:11 | 36:32 | 36:32 | 36:32 | 18:21 | 13:35 |
 | Ring of Basilius | 1 | 16.67% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:35 | 15:35 | 15:35 | 15:35 | 15:35 | 15:35 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 16.67% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 16.67% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 16.67% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 16.67% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 00:00 | 00:00 |