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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 | |
 | Urn of Shadows | 5 | 71.43% | 100.0 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 06:02 | 03:20 | 03:20 | 06:16 | 07:20 | 09:34 | 04:00 | 02:57 |
 | Quelling Blade | 5 | 71.43% | 96.7 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 14.29% | 93.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |
 | Soul Ring | 1 | 14.29% | 90.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 00:00 | 00:00 |
 | Headdress | 1 | 14.29% | 86.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 00:00 | 00:00 |
 | Power Treads | 1 | 14.29% | 83.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 00:00 | 00:00 |
 | Ring of Protection | 6 | 85.71% | 80.0 | 33.33% | +33.33% | +16.67% | -33.33% | -9.68% | 04:38 | -01:29 | -01:29 | -01:29 | 06:39 | 27:03 | 08:08 | 06:01 |
 | Aghanim's Scepter | 6 | 85.71% | 76.7 | 33.33% | +33.33% | +16.67% | -33.33% | -3.44% | 27:38 | 17:47 | 18:53 | 22:27 | 33:24 | 48:54 | 14:31 | 10:45 |
 | Boots of Speed | 7 | 100.00% | 73.3 | 28.57% | +28.57% | +21.43% | -28.57% | -29.70% | 08:47 | 02:49 | 03:14 | 04:04 | 04:55 | 37:25 | 01:41 | 01:14 |
 | Bottle | 2 | 28.57% | 70.0 | 50.00% | +30.00% | -50.00% | 0.00% | 7.35% | 05:54 | 02:30 | 02:30 | 09:18 | 09:18 | 09:18 | 06:48 | 05:02 |
 | Black King Bar | 2 | 28.57% | 66.7 | 50.00% | +30.00% | +50.00% | 0.00% | -3.75% | 33:43 | 27:03 | 27:03 | 40:22 | 40:22 | 40:22 | 13:19 | 09:51 |
 | Hood of Defiance | 2 | 28.57% | 63.3 | 50.00% | +30.00% | +50.00% | 0.00% | -8.65% | 15:19 | 12:25 | 12:25 | 18:12 | 18:12 | 18:12 | 05:47 | 04:17 |
 | Ring of Health | 3 | 42.86% | 60.0 | 33.33% | +8.33% | +66.67% | 0.00% | -4.45% | 19:17 | 12:25 | 12:25 | 18:04 | 27:23 | 27:23 | 14:58 | 11:05 |
 | Bracer | 3 | 42.86% | 56.7 | 33.33% | +8.33% | +66.67% | 0.00% | -12.58% | 04:09 | 01:58 | 01:58 | 03:14 | 07:16 | 07:16 | 05:18 | 03:55 |
 | Magic Wand | 5 | 71.43% | 53.3 | 20.00% | -30.00% | -20.00% | -20.00% | 0.00% | 07:57 | 05:23 | 05:23 | 06:44 | 10:58 | 11:08 | 05:35 | 04:08 |
 | Magic Stick | 6 | 85.71% | 50.0 | 16.67% | -83.33% | -16.67% | -16.67% | 0.00% | 02:57 | -01:30 | 00:24 | 00:59 | 05:55 | 10:11 | 05:31 | 04:05 |
 | Phase Boots | 3 | 42.86% | 46.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 10:08 | 09:05 | 09:05 | 10:22 | 10:58 | 10:58 | 01:53 | 01:23 |
 | Wind Lace | 3 | 42.86% | 43.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 15:09 | 09:16 | 09:16 | 16:07 | 20:03 | 20:03 | 10:47 | 07:59 |
 | Fluffy Hat | 1 | 14.29% | 40.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:15 | 09:15 | 09:15 | 09:15 | 09:15 | 09:15 | 00:00 | 00:00 |
 | Blight Stone | 1 | 14.29% | 36.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Crown | 1 | 14.29% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 14.29% | 30.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 14.29% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 14.29% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 14.29% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 14.29% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Chainmail | 4 | 57.14% | 13.3 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 10:07 | 07:17 | 07:17 | 08:24 | 08:41 | 16:07 | 01:24 | 01:02 |
 | Buckler | 1 | 14.29% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 |
 | Void Stone | 1 | 14.29% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 14.29% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 00:00 | 00:00 |