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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 | |
 | Glimmer Cape | 5 | 33.33% | 100.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 25:19 | 20:22 | 20:22 | 26:12 | 26:27 | 27:48 | 06:05 | 04:30 |
 | Wind Lace | 12 | 80.00% | 97.0 | 83.33% | +50.00% | -16.66% | +16.67% | 8.37% | 12:44 | -00:11 | 10:26 | 11:40 | 14:25 | 22:29 | 03:59 | 02:57 |
 | Ring of Basilius | 4 | 26.67% | 93.9 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 12:16 | 09:36 | 09:36 | 09:52 | 14:12 | 15:23 | 04:36 | 03:24 |
 | Crown | 4 | 26.67% | 90.9 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 15:36 | 14:24 | 14:24 | 15:21 | 16:06 | 16:33 | 01:42 | 01:15 |
 | Veil of Discord | 4 | 26.67% | 87.9 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 17:54 | 16:39 | 16:39 | 18:05 | 18:12 | 18:40 | 01:33 | 01:08 |
 | Boots of Speed | 15 | 100.00% | 84.8 | 73.33% | +73.33% | +1.67% | +1.67% | 0.00% | 07:32 | 00:57 | 03:56 | 08:21 | 09:35 | 12:57 | 05:39 | 04:11 |
 | Magic Stick | 14 | 93.33% | 81.8 | 71.43% | -28.57% | +3.57% | +28.57% | 6.52% | 02:29 | -01:29 | 00:25 | 03:07 | 04:15 | 06:12 | 03:50 | 02:50 |
 | Tranquil Boots | 9 | 60.00% | 78.8 | 77.78% | +11.11% | -27.78% | +22.22% | 5.93% | 17:08 | 12:06 | 12:17 | 14:06 | 20:43 | 28:45 | 08:26 | 06:14 |
 | Eul's Scepter of Divinity | 3 | 20.00% | 75.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 21:24 | 14:51 | 14:51 | 15:13 | 34:09 | 34:09 | 19:18 | 14:17 |
 | Magic Wand | 10 | 66.67% | 72.7 | 70.00% | -10.00% | -3.33% | +30.00% | 3.44% | 09:21 | -01:29 | 04:33 | 08:09 | 14:15 | 21:29 | 09:42 | 07:11 |
 | Aghanim's Shard | 7 | 46.67% | 69.7 | 71.43% | -3.57% | -21.43% | -21.43% | 0.00% | 29:44 | 17:35 | 22:01 | 30:06 | 31:36 | 41:55 | 09:35 | 07:05 |
 | Aghanim's Scepter | 4 | 26.67% | 66.7 | 75.00% | +2.27% | +25.00% | +25.00% | 0.00% | 33:51 | 23:27 | 23:27 | 34:02 | 34:45 | 43:09 | 11:18 | 08:22 |
 | Void Stone | 4 | 26.67% | 63.6 | 75.00% | +2.27% | +25.00% | -75.00% | -7.00% | 26:43 | 14:48 | 14:48 | 15:02 | 29:05 | 47:56 | 14:17 | 10:34 |
 | Force Staff | 6 | 40.00% | 60.6 | 50.00% | -38.89% | 0.00% | +50.00% | 6.11% | 26:00 | 18:53 | 23:10 | 24:13 | 31:21 | 33:01 | 08:11 | 06:03 |
 | Ghost Scepter | 6 | 40.00% | 57.6 | 50.00% | -38.89% | 0.00% | -50.00% | -3.24% | 28:24 | 16:22 | 21:50 | 23:38 | 37:17 | 42:10 | 15:27 | 11:26 |
 | Null Talisman | 3 | 20.00% | 54.5 | 66.67% | -8.33% | +33.33% | 0.00% | 0.00% | 03:22 | 02:15 | 02:15 | 03:17 | 04:33 | 04:33 | 02:18 | 01:42 |
 | Ring of Protection | 3 | 20.00% | 51.5 | 66.67% | -8.33% | +33.33% | 0.00% | 0.00% | 06:51 | -01:29 | -01:29 | 07:41 | 14:20 | 14:20 | 15:49 | 11:42 |
 | Fluffy Hat | 7 | 46.67% | 48.5 | 42.86% | -57.14% | +7.14% | +7.14% | 0.00% | 12:31 | 05:11 | 05:40 | 11:33 | 15:19 | 20:20 | 09:39 | 07:08 |
 | Witch Blade | 1 | 6.67% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:48 | 09:48 | 09:48 | 09:48 | 09:48 | 09:48 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 6.67% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 00:00 | 00:00 |
 | Kaya | 1 | 6.67% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 6.67% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 6.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 6.67% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 00:00 | 00:00 |
 | Black King Bar | 1 | 6.67% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 00:00 | 00:00 |
 | Chainmail | 2 | 13.33% | 24.2 | 50.00% | -26.92% | +50.00% | 0.00% | 0.00% | 09:37 | 08:45 | 08:45 | 10:28 | 10:28 | 10:28 | 01:43 | 01:16 |
 | Blink Dagger | 2 | 13.33% | 21.2 | 50.00% | -26.92% | +50.00% | 0.00% | 0.00% | 39:07 | 30:00 | 30:00 | 48:13 | 48:13 | 48:13 | 18:13 | 13:29 |
 | Arcane Boots | 3 | 20.00% | 18.2 | 33.33% | -50.00% | -33.33% | 0.00% | 0.00% | 12:34 | 06:36 | 06:36 | 13:02 | 18:03 | 18:03 | 11:27 | 08:28 |
 | Headdress | 1 | 6.67% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:40 | 08:40 | 08:40 | 08:40 | 08:40 | 08:40 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 6.67% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Aether Lens | 1 | 6.67% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 00:00 | 00:00 |
 | Mekansm | 1 | 6.67% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Buckler | 1 | 6.67% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |