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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 | 3 | 25.00% | 100.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 11:17 | 07:37 | 07:37 | 08:57 | 17:18 | 17:18 | 09:41 | 07:10 |
 | Ring of Protection | 3 | 25.00% | 96.7 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 07:43 | -01:28 | -01:28 | 11:50 | 12:47 | 12:47 | 14:15 | 10:33 |
 | Urn of Shadows | 3 | 25.00% | 93.3 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 10:05 | 05:14 | 05:14 | 11:50 | 13:12 | 13:12 | 07:58 | 05:54 |
 | Wind Lace | 9 | 75.00% | 90.0 | 66.67% | +33.34% | -16.67% | -16.67% | 0.00% | 12:36 | 03:28 | 03:49 | 11:52 | 18:46 | 23:56 | 14:57 | 11:04 |
 | Boots of Speed | 12 | 100.00% | 86.7 | 58.33% | +58.33% | +8.34% | -25.00% | -15.88% | 00:53 | -01:29 | -01:29 | -01:29 | 03:35 | 10:21 | 05:04 | 03:45 |
 | Magic Stick | 12 | 100.00% | 83.3 | 58.33% | +58.33% | +8.34% | +8.34% | 0.00% | 04:24 | 01:48 | 02:19 | 04:05 | 04:52 | 07:57 | 02:33 | 01:53 |
 | Tranquil Boots | 6 | 50.00% | 80.0 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 16:19 | 06:26 | 12:17 | 12:50 | 24:08 | 24:48 | 11:51 | 08:46 |
 | Medallion of Courage | 2 | 16.67% | 76.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:32 | 17:18 | 17:18 | 23:46 | 23:46 | 23:46 | 06:28 | 04:47 |
 | Phase Boots | 2 | 16.67% | 73.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 08:36 | 07:37 | 07:37 | 09:34 | 09:34 | 09:34 | 01:57 | 01:26 |
 | Solar Crest | 2 | 16.67% | 70.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 24:23 | 22:51 | 22:51 | 25:55 | 25:55 | 25:55 | 03:04 | 02:16 |
 | Blight Stone | 2 | 16.67% | 66.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:32 | 17:18 | 17:18 | 23:46 | 23:46 | 23:46 | 06:28 | 04:47 |
 | Black King Bar | 2 | 16.67% | 63.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:21 | 32:11 | 32:11 | 38:31 | 38:31 | 38:31 | 06:20 | 04:41 |
 | Blink Dagger | 9 | 75.00% | 60.0 | 55.56% | -11.11% | -5.56% | +44.44% | 9.38% | 22:28 | 16:47 | 17:04 | 20:20 | 22:24 | 41:11 | 05:20 | 03:57 |
 | Magic Wand | 7 | 58.33% | 56.7 | 57.14% | -2.86% | -7.14% | -57.14% | -8.02% | 13:14 | 06:48 | 07:57 | 12:58 | 14:11 | 23:36 | 06:14 | 04:37 |
 | Fluffy Hat | 6 | 50.00% | 53.3 | 50.00% | -16.67% | +50.00% | +50.00% | 0.00% | 24:52 | 07:42 | 14:09 | 23:43 | 35:04 | 44:23 | 20:55 | 15:29 |
 | Crown | 3 | 25.00% | 50.0 | 66.67% | +11.11% | -66.67% | 0.00% | 5.26% | 20:10 | 12:58 | 12:58 | 21:52 | 25:39 | 25:39 | 12:41 | 09:23 |
 | Force Staff | 4 | 33.33% | 46.7 | 50.00% | -12.50% | +50.00% | +50.00% | 0.00% | 31:06 | 20:06 | 20:06 | 24:36 | 35:18 | 44:23 | 15:12 | 11:15 |
 | Spirit Vessel | 1 | 8.33% | 43.3 | 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 |
 | Falcon Blade | 1 | 8.33% | 40.0 | 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 | 8.33% | 36.7 | 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 |
 | Aghanim's Scepter | 1 | 8.33% | 33.3 | 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 |
 | Void Stone | 1 | 8.33% | 30.0 | 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 |
 | Ring of Health | 1 | 8.33% | 30.0 | 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 | 8.33% | 23.3 | 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 |
 | Orb of Venom | 3 | 25.00% | 20.0 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 8.33% | 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 | 8.33% | 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 | 16.67% | 10.0 | 0.00% | -70.00% | 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 | 8.33% | 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 | 8.33% | 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 |