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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 | |
 | Boots of Speed | 12 | 100.00% | 100.0 | 75.00% | +75.00% | +25.00% | -41.67% | -12.23% | 05:42 | -01:29 | 02:51 | 06:12 | 08:18 | 12:03 | 05:27 | 04:02 |
 | Magic Stick | 12 | 100.00% | 96.2 | 75.00% | +75.00% | -8.33% | -8.33% | 0.00% | 04:46 | -01:29 | 02:29 | 03:43 | 07:11 | 11:40 | 04:42 | 03:28 |
 | Magic Wand | 12 | 100.00% | 92.3 | 75.00% | +75.00% | -8.33% | +25.00% | 6.71% | 08:52 | 03:13 | 05:23 | 09:38 | 10:21 | 13:46 | 04:58 | 03:40 |
 | Fluffy Hat | 12 | 100.00% | 88.5 | 75.00% | +75.00% | -8.33% | -8.33% | 0.00% | 15:11 | 04:41 | 09:29 | 13:47 | 20:41 | 22:00 | 11:12 | 08:17 |
 | Hurricane Pike | 6 | 50.00% | 84.6 | 83.33% | +16.66% | -33.33% | +16.67% | 21.90% | 25:05 | 21:54 | 22:49 | 23:07 | 25:06 | 33:22 | 02:17 | 01:41 |
 | Dragon Lance | 6 | 50.00% | 80.8 | 83.33% | +16.66% | -33.33% | +16.67% | 18.29% | 19:11 | 15:59 | 17:24 | 18:07 | 20:08 | 23:54 | 02:44 | 02:01 |
 | Ghost Scepter | 3 | 25.00% | 76.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 28:08 | 26:16 | 26:16 | 26:37 | 31:30 | 31:30 | 05:14 | 03:52 |
 | Force Staff | 10 | 83.33% | 73.1 | 70.00% | -30.00% | -3.33% | +30.00% | 5.63% | 25:52 | 20:53 | 22:49 | 23:07 | 28:44 | 37:09 | 05:55 | 04:22 |
 | Wind Lace | 5 | 41.67% | 69.2 | 80.00% | +8.57% | +20.00% | +20.00% | 0.00% | 08:54 | 02:44 | 02:44 | 09:12 | 12:44 | 15:24 | 10:00 | 07:24 |
 | Power Treads | 9 | 75.00% | 65.4 | 66.67% | -33.33% | -16.67% | -66.67% | -10.68% | 11:42 | 06:10 | 08:25 | 12:23 | 13:06 | 18:16 | 04:41 | 03:28 |
 | Blight Stone | 6 | 50.00% | 61.5 | 66.67% | -16.66% | -16.67% | -66.67% | -50.00% | 05:41 | -01:30 | -01:29 | -01:29 | -00:40 | 40:00 | 00:49 | 00:36 |
 | Solar Crest | 2 | 16.67% | 57.7 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 13:31 | 10:00 | 10:00 | 17:01 | 17:01 | 17:01 | 07:01 | 05:11 |
 | Headdress | 2 | 16.67% | 53.8 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 27:29 | 21:40 | 21:40 | 33:17 | 33:17 | 33:17 | 11:37 | 08:36 |
 | Crown | 2 | 16.67% | 50.0 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 10:29 | 05:34 | 05:34 | 15:24 | 15:24 | 15:24 | 09:50 | 07:17 |
 | Moon Shard | 4 | 33.33% | 46.2 | 75.00% | 0.00% | +25.00% | +25.00% | 0.00% | 35:29 | 29:23 | 29:23 | 35:28 | 37:04 | 40:02 | 07:41 | 05:41 |
 | Glimmer Cape | 3 | 25.00% | 42.3 | 66.67% | -11.11% | +33.33% | 0.00% | 0.00% | 26:24 | 22:49 | 22:49 | 22:54 | 33:29 | 33:29 | 10:40 | 07:54 |
 | Chainmail | 4 | 33.33% | 38.5 | 50.00% | -37.50% | +50.00% | -50.00% | -6.33% | 19:44 | 03:53 | 03:53 | 15:23 | 19:41 | 40:00 | 15:48 | 11:42 |
 | Medallion of Courage | 4 | 33.33% | 34.6 | 50.00% | -37.50% | +50.00% | -50.00% | -5.75% | 20:51 | 04:30 | 04:30 | 17:01 | 21:53 | 40:00 | 17:23 | 12:52 |
 | Drum of Endurance | 1 | 8.33% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:14 | 15:14 | 15:14 | 15:14 | 15:14 | 15:14 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 8.33% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 8.33% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 8.33% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Holy Locket | 1 | 8.33% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Ring of Health | 1 | 8.33% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 16.67% | 7.7 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 28:13 | 27:08 | 27:08 | 29:18 | 29:18 | 29:18 | 02:10 | 01:36 |
 | Black King Bar | 1 | 8.33% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:25 | 42:25 | 42:25 | 42:25 | 42:25 | 42:25 | 00:00 | 00:00 |