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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 | 3 | 15.79% | 100.0 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 10:05 | 05:14 | 05:14 | 11:50 | 13:12 | 13:12 | 07:58 | 05:54 |
 | Ring of Protection | 3 | 15.79% | 96.7 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 07:43 | -01:28 | -01:28 | 11:50 | 12:47 | 12:47 | 14:15 | 10:33 |
 | Phase Boots | 3 | 15.79% | 93.3 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 10:38 | 07:37 | 07:37 | 09:34 | 14:43 | 14:43 | 07:06 | 05:15 |
 | Chainmail | 5 | 26.32% | 90.0 | 80.00% | +51.43% | +20.00% | -80.00% | -10.33% | 14:39 | 07:37 | 07:37 | 11:19 | 17:18 | 28:04 | 09:41 | 07:10 |
 | Black King Bar | 2 | 10.53% | 86.7 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 35:21 | 32:11 | 32:11 | 38:31 | 38:31 | 38:31 | 06:20 | 04:41 |
 | Solar Crest | 2 | 10.53% | 83.3 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 24:23 | 22:51 | 22:51 | 25:55 | 25:55 | 25:55 | 03:04 | 02:16 |
 | Boots of Speed | 19 | 100.00% | 80.0 | 42.11% | +42.11% | +17.89% | -22.11% | -19.05% | 01:01 | -01:29 | -01:29 | -01:29 | 03:35 | 10:21 | 05:04 | 03:45 |
 | Magic Stick | 19 | 100.00% | 76.7 | 42.11% | +42.11% | -22.11% | +17.89% | 13.87% | 03:22 | -01:29 | 01:52 | 02:42 | 04:45 | 07:57 | 02:53 | 02:08 |
 | Magic Wand | 11 | 57.89% | 73.3 | 45.45% | +7.95% | -12.12% | -45.45% | -3.27% | 13:54 | 02:48 | 06:48 | 12:58 | 16:59 | 31:45 | 10:11 | 07:32 |
 | Blink Dagger | 15 | 78.95% | 70.0 | 40.00% | -10.00% | -15.00% | +60.00% | 16.13% | 21:34 | 16:40 | 17:44 | 20:02 | 22:23 | 41:11 | 04:39 | 03:26 |
 | Wind Lace | 15 | 78.95% | 66.7 | 40.00% | -10.00% | -15.00% | +10.00% | 3.16% | 09:54 | 03:25 | 03:58 | 08:06 | 11:52 | 23:56 | 07:54 | 05:51 |
 | Tranquil Boots | 10 | 52.63% | 63.3 | 40.00% | -4.44% | -6.67% | +10.00% | 1.66% | 13:04 | 04:58 | 07:25 | 11:55 | 17:27 | 24:48 | 10:02 | 07:25 |
 | Medallion of Courage | 3 | 15.79% | 60.0 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 23:03 | 17:18 | 17:18 | 23:46 | 28:05 | 28:05 | 10:47 | 07:59 |
 | Blight Stone | 3 | 15.79% | 56.7 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 23:03 | 17:18 | 17:18 | 23:46 | 28:05 | 28:05 | 10:47 | 07:59 |
 | Crown | 3 | 15.79% | 53.3 | 66.67% | +29.17% | -66.67% | 0.00% | 0.00% | 20:10 | 12:58 | 12:58 | 21:52 | 25:39 | 25:39 | 12:41 | 09:23 |
 | Fluffy Hat | 9 | 47.37% | 50.0 | 33.33% | -16.67% | +66.67% | +16.67% | -2.71% | 25:53 | 07:42 | 14:09 | 24:58 | 32:38 | 44:23 | 18:29 | 13:41 |
 | Falcon Blade | 1 | 5.26% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.26% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 5.26% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.26% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.26% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Void Stone | 1 | 5.26% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.26% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Force Staff | 5 | 26.32% | 23.3 | 40.00% | -2.86% | +60.00% | +60.00% | 0.00% | 30:30 | 20:06 | 20:06 | 28:05 | 35:18 | 44:23 | 15:12 | 11:15 |
 | Orb of Venom | 5 | 26.32% | 20.0 | 20.00% | -30.00% | -20.00% | -20.00% | 0.00% | -00:31 | -01:29 | -01:29 | -01:29 | -01:29 | 03:21 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 5.26% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.26% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:53 | 06:53 | 06:53 | 06:53 | 06:53 | 06:53 | 00:00 | 00:00 |
 | Bracer | 2 | 10.53% | 10.0 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 17:15 | 08:58 | 08:58 | 25:32 | 25:32 | 25:32 | 16:34 | 12:16 |
 | Quelling Blade | 1 | 5.26% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:29 | 06:29 | 06:29 | 06:29 | 06:29 | 06:29 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.26% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 00:00 | 00:00 |