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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 | |
 | Chainmail | 7 | 28.00% | 100.0 | 85.71% | +57.93% | +14.29% | +14.29% | 0.00% | 19:51 | 06:19 | 11:27 | 18:45 | 25:02 | 33:47 | 13:35 | 10:03 |
 | Medallion of Courage | 6 | 24.00% | 96.2 | 83.33% | +51.75% | +16.67% | +16.67% | 0.00% | 22:42 | 11:38 | 16:55 | 19:19 | 27:32 | 33:48 | 10:37 | 07:51 |
 | Aeon Disk | 5 | 20.00% | 92.3 | 80.00% | +45.00% | +20.00% | -80.00% | -5.60% | 39:12 | 25:54 | 25:54 | 40:36 | 43:46 | 46:44 | 17:52 | 13:14 |
 | Blink Dagger | 19 | 76.00% | 88.5 | 52.63% | +35.96% | +27.37% | -12.63% | -14.81% | 21:09 | 13:36 | 19:09 | 21:16 | 21:51 | 27:12 | 02:42 | 02:00 |
 | Blight Stone | 8 | 32.00% | 84.6 | 62.50% | +27.21% | -12.50% | +37.50% | 3.30% | 18:25 | 02:33 | 11:27 | 16:33 | 26:35 | 33:48 | 15:08 | 11:12 |
 | Boots of Speed | 25 | 100.00% | 80.8 | 44.00% | +44.00% | +6.00% | -10.67% | -5.18% | 01:07 | -01:29 | -01:29 | -01:29 | 04:42 | 08:46 | 06:11 | 04:34 |
 | Magic Stick | 25 | 100.00% | 76.9 | 44.00% | +44.00% | -10.67% | +6.00% | 8.41% | 02:20 | -01:29 | -01:27 | 02:02 | 03:26 | 09:34 | 04:53 | 03:37 |
 | Magic Wand | 14 | 56.00% | 73.1 | 50.00% | +13.64% | 0.00% | -16.67% | -3.97% | 10:12 | 05:22 | 06:57 | 09:24 | 11:09 | 26:02 | 04:12 | 03:06 |
 | Wind Lace | 20 | 80.00% | 69.2 | 45.00% | +5.00% | -25.00% | +15.00% | 6.80% | 04:24 | -01:29 | -01:29 | 03:44 | 07:22 | 22:45 | 08:51 | 06:33 |
 | Crown | 4 | 16.00% | 65.4 | 75.00% | +36.90% | +25.00% | +25.00% | 0.00% | 31:30 | 23:17 | 23:17 | 31:05 | 31:31 | 40:08 | 08:14 | 06:05 |
 | Solar Crest | 4 | 16.00% | 61.5 | 75.00% | +36.90% | +25.00% | +25.00% | 0.00% | 33:13 | 24:53 | 24:53 | 31:31 | 36:20 | 40:09 | 11:27 | 08:28 |
 | Tranquil Boots | 17 | 68.00% | 57.7 | 41.18% | -8.82% | +33.82% | +8.82% | -8.02% | 08:51 | 04:12 | 06:16 | 08:19 | 09:23 | 23:18 | 03:07 | 02:18 |
 | Aghanim's Shard | 5 | 20.00% | 53.8 | 60.00% | +20.00% | -60.00% | -60.00% | 0.00% | 39:11 | 24:17 | 24:17 | 34:08 | 43:16 | 1:06:31 | 18:59 | 14:03 |
 | Eul's Scepter of Divinity | 1 | 4.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 00:00 | 00:00 |
 | Bracer | 1 | 4.00% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 00:00 | 00:00 |
 | Phase Boots | 1 | 4.00% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:33 | 09:33 | 09:33 | 09:33 | 09:33 | 09:33 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 20.00% | 38.5 | 40.00% | -5.00% | +60.00% | -40.00% | -11.34% | 07:57 | -01:29 | -01:29 | 09:54 | 10:18 | 12:44 | 11:47 | 08:43 |
 | Fluffy Hat | 7 | 28.00% | 34.6 | 28.57% | -21.43% | +21.43% | +21.43% | 0.00% | 16:30 | 08:20 | 08:28 | 14:25 | 19:30 | 30:59 | 11:02 | 08:10 |
 | Void Stone | 2 | 8.00% | 30.8 | 50.00% | +6.52% | +50.00% | 0.00% | 0.00% | 38:18 | 16:41 | 16:41 | 59:55 | 59:55 | 59:55 | 43:14 | 32:01 |
 | Ghost Scepter | 3 | 12.00% | 26.9 | 33.33% | -12.12% | -33.33% | 0.00% | 0.00% | 27:36 | 24:40 | 24:40 | 27:41 | 30:28 | 30:28 | 05:48 | 04:17 |
 | Urn of Shadows | 4 | 16.00% | 23.1 | 25.00% | -22.62% | -25.00% | -25.00% | 0.00% | 11:35 | 10:47 | 10:47 | 11:07 | 11:17 | 13:07 | 00:30 | 00:22 |
 | Black King Bar | 1 | 4.00% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 4.00% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 00:00 | 00:00 |
 | Drum of Endurance | 3 | 12.00% | 11.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 16:51 | 15:35 | 15:35 | 16:22 | 18:36 | 18:36 | 03:01 | 02:14 |
 | Orb of Corrosion | 1 | 4.00% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 4.00% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 00:00 | 00:00 |