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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 | 3 | 33.33% | 100.0 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 06:58 | 05:11 | 05:11 | 05:58 | 09:45 | 09:45 | 04:34 | 03:22 |
 | Lotus Orb | 2 | 22.22% | 96.2 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 28:59 | 23:16 | 23:16 | 34:42 | 34:42 | 34:42 | 11:26 | 08:28 |
 | Magic Stick | 8 | 88.89% | 92.3 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 05:05 | -01:29 | -01:29 | 02:07 | 06:47 | 18:05 | 08:16 | 06:07 |
 | Quelling Blade | 8 | 88.89% | 88.5 | 50.00% | +50.00% | -50.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Bracer | 8 | 88.89% | 84.6 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 02:22 | 01:29 | 01:34 | 02:15 | 02:49 | 03:05 | 01:15 | 00:55 |
 | Aghanim's Shard | 5 | 55.56% | 80.8 | 60.00% | +35.00% | +40.00% | -60.00% | -7.54% | 26:34 | 15:27 | 15:27 | 27:08 | 28:43 | 36:45 | 13:16 | 09:49 |
 | Void Stone | 5 | 55.56% | 76.9 | 60.00% | +35.00% | -60.00% | +40.00% | 10.47% | 27:22 | 20:08 | 20:08 | 29:16 | 29:41 | 34:36 | 09:33 | 07:04 |
 | Blink Dagger | 9 | 100.00% | 73.1 | 44.44% | +44.44% | +55.56% | +5.56% | -17.24% | 13:11 | 11:11 | 11:12 | 13:48 | 14:06 | 14:49 | 02:54 | 02:08 |
 | Boots of Speed | 9 | 100.00% | 69.2 | 44.44% | +44.44% | +55.56% | +5.56% | -17.75% | 04:55 | 02:32 | 02:37 | 05:06 | 05:26 | 08:14 | 02:49 | 02:05 |
 | Soul Ring | 3 | 33.33% | 65.4 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 11:03 | 07:28 | 07:28 | 08:58 | 16:44 | 16:44 | 09:16 | 06:51 |
 | Magic Wand | 7 | 77.78% | 61.5 | 42.86% | -7.14% | -42.86% | +7.14% | 17.05% | 08:57 | 02:34 | 05:35 | 07:22 | 08:31 | 18:05 | 02:56 | 02:10 |
 | Ring of Health | 4 | 44.44% | 57.7 | 50.00% | +10.00% | +50.00% | -50.00% | -8.62% | 31:20 | 22:21 | 22:21 | 28:32 | 33:57 | 40:31 | 11:36 | 08:35 |
 | Ring of Protection | 4 | 44.44% | 53.8 | 50.00% | +10.00% | +50.00% | -50.00% | -11.98% | 12:36 | 06:15 | 06:15 | 08:14 | 14:36 | 21:17 | 08:21 | 06:11 |
 | Black King Bar | 5 | 55.56% | 50.0 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 25:08 | 20:33 | 20:33 | 24:20 | 26:43 | 32:07 | 06:10 | 04:34 |
 | Aether Lens | 2 | 22.22% | 46.2 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 27:00 | 23:59 | 23:59 | 30:00 | 30:00 | 30:00 | 06:01 | 04:27 |
 | Power Treads | 6 | 66.67% | 42.3 | 16.67% | -83.33% | -16.67% | -16.67% | 0.00% | 07:57 | 06:55 | 07:11 | 07:37 | 08:40 | 09:14 | 01:29 | 01:05 |
 | Arcane Blink | 1 | 11.11% | 38.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 11.11% | 34.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Echo Sabre | 2 | 22.22% | 30.8 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 14:17 | 11:13 | 11:13 | 17:21 | 17:21 | 17:21 | 06:08 | 04:32 |
 | Shadow Blade | 1 | 11.11% | 26.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 11.11% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 22.22% | 19.2 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 44:55 | 43:32 | 43:32 | 46:18 | 46:18 | 46:18 | 02:46 | 02:02 |
 | Buckler | 1 | 11.11% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 00:00 | 00:00 |
 | Wraith Band | 1 | 11.11% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 00:00 | 00:00 |
 | Bottle | 1 | 11.11% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:27 | 01:27 | 01:27 | 01:27 | 01:27 | 01:27 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 11.11% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 00:00 | 00:00 |