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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 | |
 | Arcane Boots | 8 | 57.14% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 12:52 | 10:02 | 10:56 | 12:22 | 14:04 | 15:39 | 03:08 | 02:19 |
 | Magic Wand | 11 | 78.57% | 97.0 | 90.91% | +57.58% | -24.24% | +9.09% | 4.75% | 11:31 | 01:01 | 06:19 | 10:17 | 13:20 | 21:03 | 07:01 | 05:11 |
 | Boots of Speed | 14 | 100.00% | 93.9 | 78.57% | +78.57% | -3.57% | -11.90% | -2.89% | 07:33 | 05:11 | 06:17 | 06:54 | 09:10 | 10:21 | 02:53 | 02:08 |
 | Magic Stick | 14 | 100.00% | 90.9 | 78.57% | +78.57% | -3.57% | -11.90% | -0.99% | 04:36 | -01:30 | -01:29 | 01:00 | 09:53 | 20:31 | 11:22 | 08:25 |
 | Headdress | 4 | 28.57% | 87.9 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 09:52 | -01:29 | -01:29 | -01:28 | 17:49 | 24:34 | 19:18 | 14:17 |
 | Aether Lens | 4 | 28.57% | 84.8 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 19:11 | 17:09 | 17:09 | 18:55 | 20:05 | 20:36 | 02:56 | 02:10 |
 | Chainmail | 3 | 21.43% | 81.8 | 100.00% | +27.27% | 0.00% | 0.00% | 0.00% | 21:32 | 17:49 | 17:49 | 18:36 | 28:11 | 28:11 | 10:22 | 07:40 |
 | Aghanim's Shard | 5 | 35.71% | 78.8 | 80.00% | +2.22% | -80.00% | +20.00% | 11.03% | 20:46 | 15:10 | 15:10 | 18:57 | 24:14 | 29:10 | 09:04 | 06:42 |
 | Fluffy Hat | 5 | 35.71% | 75.8 | 80.00% | +2.22% | +20.00% | +20.00% | 0.00% | 18:39 | 09:26 | 09:26 | 14:27 | 24:34 | 31:02 | 15:08 | 11:12 |
 | Void Stone | 5 | 35.71% | 72.7 | 80.00% | +2.22% | +20.00% | -80.00% | -19.48% | 21:14 | 15:18 | 15:18 | 19:30 | 20:26 | 32:12 | 05:08 | 03:48 |
 | Drum of Endurance | 5 | 35.71% | 69.7 | 80.00% | +2.22% | +20.00% | -80.00% | -10.89% | 23:58 | 16:51 | 16:51 | 22:23 | 26:02 | 35:48 | 09:11 | 06:48 |
 | Wind Lace | 7 | 50.00% | 66.7 | 71.43% | -14.28% | -21.43% | -21.43% | 0.00% | 14:16 | -01:28 | 04:48 | 13:48 | 18:37 | 31:16 | 13:49 | 10:14 |
 | Glimmer Cape | 4 | 28.57% | 63.6 | 75.00% | -5.00% | +25.00% | +25.00% | 0.00% | 25:55 | 16:15 | 16:15 | 22:08 | 27:59 | 37:18 | 11:44 | 08:41 |
 | Force Staff | 4 | 28.57% | 60.6 | 75.00% | -5.00% | +25.00% | +25.00% | 0.00% | 26:02 | 20:59 | 20:59 | 21:51 | 26:02 | 35:14 | 05:03 | 03:44 |
 | Boots of Bearing | 2 | 14.29% | 57.6 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 25:25 | 25:06 | 25:06 | 25:43 | 25:43 | 25:43 | 00:37 | 00:27 |
 | Medallion of Courage | 2 | 14.29% | 54.5 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 24:32 | 18:36 | 18:36 | 30:28 | 30:28 | 30:28 | 11:52 | 08:47 |
 | Crown | 2 | 14.29% | 51.5 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 23:49 | 18:37 | 18:37 | 29:01 | 29:01 | 29:01 | 10:24 | 07:42 |
 | Blight Stone | 2 | 14.29% | 48.5 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 23:39 | 18:36 | 18:36 | 28:42 | 28:42 | 28:42 | 10:06 | 07:28 |
 | Null Talisman | 2 | 14.29% | 45.5 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 05:30 | 05:22 | 05:22 | 05:38 | 05:38 | 05:38 | 00:16 | 00:11 |
 | Tranquil Boots | 2 | 14.29% | 42.4 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 22:08 | 21:23 | 21:23 | 22:52 | 22:52 | 22:52 | 01:29 | 01:05 |
 | Solar Crest | 2 | 14.29% | 39.4 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 26:04 | 18:37 | 18:37 | 33:31 | 33:31 | 33:31 | 14:54 | 11:02 |
 | Quelling Blade | 2 | 14.29% | 36.4 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 16:35 | 06:35 | 06:35 | 26:34 | 26:34 | 26:34 | 19:59 | 14:48 |
 | Mekansm | 1 | 7.14% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 7.14% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Buckler | 1 | 7.14% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.14% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 7.14% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Holy Locket | 1 | 7.14% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 7.14% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 7.14% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 7.14% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 7.14% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 00:00 | 00:00 |
 | Ring of Health | 1 | 7.14% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |