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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 | |
 | Magic Wand | 11 | 73.33% | 100.0 | 72.73% | +22.73% | -39.40% | +27.27% | 6.23% | 11:01 | 02:24 | 03:10 | 10:55 | 13:52 | 34:33 | 10:42 | 07:55 |
 | Blink Dagger | 13 | 86.67% | 96.4 | 69.23% | +19.23% | +30.77% | -35.90% | -7.19% | 22:25 | 17:38 | 17:43 | 21:20 | 26:59 | 27:36 | 09:16 | 06:51 |
 | Magic Stick | 13 | 86.67% | 92.9 | 69.23% | +19.23% | -35.90% | +30.77% | 12.74% | 04:04 | -01:29 | -01:29 | 02:32 | 06:43 | 18:37 | 08:12 | 06:04 |
 | Boots of Speed | 15 | 100.00% | 89.3 | 66.67% | +66.67% | +8.33% | -41.67% | -19.35% | 06:52 | -01:29 | 05:35 | 07:00 | 08:10 | 11:22 | 02:35 | 01:54 |
 | Headdress | 3 | 20.00% | 85.7 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Fluffy Hat | 5 | 33.33% | 82.1 | 80.00% | +20.00% | -80.00% | +20.00% | 7.35% | 22:32 | 14:03 | 14:03 | 20:38 | 27:39 | 34:32 | 13:36 | 10:04 |
 | Black King Bar | 2 | 13.33% | 78.6 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 38:19 | 35:27 | 35:27 | 41:10 | 41:10 | 41:10 | 05:43 | 04:14 |
 | Void Stone | 2 | 13.33% | 75.0 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 44:58 | 32:45 | 32:45 | 57:11 | 57:11 | 57:11 | 24:26 | 18:05 |
 | Aether Lens | 2 | 13.33% | 71.4 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 45:10 | 33:00 | 33:00 | 57:19 | 57:19 | 57:19 | 24:19 | 18:00 |
 | Force Staff | 2 | 13.33% | 67.9 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 26:50 | 22:19 | 22:19 | 31:20 | 31:20 | 31:20 | 09:01 | 06:40 |
 | Arcane Boots | 7 | 46.67% | 64.3 | 57.14% | -17.86% | -7.14% | +42.86% | 12.88% | 17:08 | 07:57 | 12:49 | 16:13 | 16:42 | 31:40 | 03:53 | 02:52 |
 | Wind Lace | 3 | 20.00% | 60.7 | 66.67% | 0.00% | +33.33% | 0.00% | -10.42% | 04:36 | 03:03 | 03:03 | 04:31 | 06:15 | 06:15 | 03:12 | 02:22 |
 | Glimmer Cape | 3 | 20.00% | 57.1 | 66.67% | 0.00% | +33.33% | 0.00% | -1.52% | 31:35 | 22:43 | 22:43 | 27:24 | 44:38 | 44:38 | 21:55 | 16:14 |
 | Aeon Disk | 1 | 6.67% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:51 | 40:51 | 40:51 | 40:51 | 40:51 | 40:51 | 00:00 | 00:00 |
 | Octarine Core | 1 | 6.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:19 | 57:19 | 57:19 | 57:19 | 57:19 | 57:19 | 00:00 | 00:00 |
 | Witch Blade | 1 | 6.67% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |
 | Holy Locket | 1 | 6.67% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 6.67% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 6.67% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:34 | 05:34 | 05:34 | 05:34 | 05:34 | 05:34 | 00:00 | 00:00 |
 | Chainmail | 1 | 6.67% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:37 | 10:37 | 10:37 | 10:37 | 10:37 | 10:37 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 6.67% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:31 | 09:31 | 09:31 | 09:31 | 09:31 | 09:31 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 6.67% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:38 | 08:38 | 08:38 | 08:38 | 08:38 | 08:38 | 00:00 | 00:00 |
 | Null Talisman | 1 | 6.67% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:44 | 03:44 | 03:44 | 03:44 | 03:44 | 03:44 | 00:00 | 00:00 |
 | Bottle | 1 | 6.67% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:31 | 01:31 | 01:31 | 01:31 | 01:31 | 01:31 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 6.67% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:17 | 06:17 | 06:17 | 06:17 | 06:17 | 06:17 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 6.67% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 13.33% | 7.1 | 50.00% | -19.23% | +50.00% | 0.00% | -9.77% | 32:55 | 30:21 | 30:21 | 35:28 | 35:28 | 35:28 | 05:07 | 03:47 |
 | Hand of Midas | 1 | 6.67% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 00:00 | 00:00 |