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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 | |
 | Wind Lace | 10 | 41.67% | 100.0 | 70.00% | +34.29% | +30.00% | -20.00% | -12.99% | 10:57 | 06:22 | 08:03 | 10:49 | 11:54 | 21:05 | 03:51 | 02:51 |
 | Boots of Speed | 24 | 100.00% | 97.0 | 50.00% | +50.00% | +16.67% | -16.67% | -9.76% | 05:35 | -01:29 | 04:07 | 06:01 | 07:32 | 08:52 | 03:25 | 02:31 |
 | Blink Dagger | 23 | 95.83% | 93.9 | 47.83% | -52.17% | +2.17% | -14.50% | -1.68% | 20:11 | 11:11 | 14:51 | 17:07 | 24:48 | 45:45 | 09:57 | 07:22 |
 | Magic Stick | 23 | 95.83% | 90.9 | 47.83% | -52.17% | +2.17% | +35.50% | 7.58% | 02:44 | -01:29 | -01:29 | 00:40 | 05:53 | 13:44 | 07:22 | 05:27 |
 | Ring of Health | 18 | 75.00% | 87.9 | 50.00% | 0.00% | -10.00% | +25.00% | 4.26% | 10:48 | 02:31 | 03:06 | 03:19 | 11:19 | 38:45 | 08:13 | 06:05 |
 | Ring of Protection | 18 | 75.00% | 84.8 | 50.00% | 0.00% | +30.00% | 0.00% | -6.84% | 01:57 | -01:29 | -01:29 | -01:29 | 05:52 | 08:01 | 07:21 | 05:26 |
 | Arcane Boots | 6 | 25.00% | 81.8 | 66.67% | +22.23% | -16.67% | +33.33% | 3.56% | 17:42 | 07:59 | 09:57 | 11:20 | 23:59 | 29:01 | 14:02 | 10:23 |
 | Magic Wand | 20 | 83.33% | 78.8 | 45.00% | -30.00% | -25.00% | +35.00% | 13.48% | 08:58 | 02:23 | 07:01 | 09:17 | 11:28 | 14:29 | 04:27 | 03:17 |
 | Quelling Blade | 17 | 70.83% | 75.8 | 47.06% | -10.08% | +2.94% | +2.94% | 0.00% | -00:30 | -01:29 | -01:29 | -01:29 | -01:29 | 15:21 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 8.33% | 72.7 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 31:48 | 31:02 | 31:02 | 32:33 | 32:33 | 32:33 | 01:31 | 01:07 |
 | Black King Bar | 2 | 8.33% | 69.7 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 30:56 | 27:58 | 27:58 | 33:54 | 33:54 | 33:54 | 05:56 | 04:23 |
 | Soul Ring | 16 | 66.67% | 66.7 | 43.75% | -18.75% | -18.75% | +6.25% | 11.11% | 06:31 | 03:20 | 05:27 | 06:31 | 07:42 | 08:37 | 02:15 | 01:40 |
 | Void Stone | 13 | 54.17% | 63.6 | 46.15% | -8.40% | -12.82% | -12.82% | 0.00% | 28:56 | 20:58 | 22:20 | 26:13 | 33:43 | 43:54 | 11:23 | 08:25 |
 | Phase Boots | 14 | 58.33% | 60.6 | 42.86% | -17.14% | +7.14% | +23.81% | 5.00% | 08:51 | 05:28 | 07:05 | 08:49 | 10:25 | 12:09 | 03:20 | 02:28 |
 | Chainmail | 15 | 62.50% | 57.6 | 40.00% | -26.67% | -15.00% | +10.00% | 6.33% | 07:56 | 04:33 | 04:50 | 07:12 | 08:47 | 17:38 | 03:57 | 02:55 |
 | Aghanim's Scepter | 9 | 37.50% | 54.5 | 44.44% | -8.89% | +5.56% | +5.56% | 0.00% | 23:27 | 20:14 | 20:20 | 22:22 | 25:42 | 29:55 | 05:22 | 03:58 |
 | Refresher Orb | 6 | 25.00% | 51.5 | 50.00% | 0.00% | +50.00% | -50.00% | -7.91% | 33:51 | 24:26 | 25:51 | 32:49 | 38:30 | 43:54 | 12:39 | 09:22 |
 | Heaven's Halberd | 3 | 12.50% | 48.5 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 23:50 | 18:38 | 18:38 | 20:46 | 32:05 | 32:05 | 13:27 | 09:57 |
 | Sange | 3 | 12.50% | 45.5 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 22:42 | 16:46 | 16:46 | 19:21 | 31:58 | 31:58 | 15:12 | 11:15 |
 | Hood of Defiance | 12 | 50.00% | 42.4 | 33.33% | -33.34% | +33.34% | -33.33% | -18.43% | 09:25 | 06:07 | 07:15 | 09:09 | 10:52 | 13:08 | 03:37 | 02:40 |
 | Tranquil Boots | 4 | 16.67% | 39.4 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 13:35 | 12:50 | 12:50 | 13:21 | 13:22 | 14:45 | 00:32 | 00:23 |
 | Bracer | 1 | 4.17% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.17% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.17% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:55 | 02:55 | 02:55 | 02:55 | 02:55 | 02:55 | 00:00 | 00:00 |
 | Wind Waker | 1 | 4.17% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 8.33% | 24.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 28:18 | 27:50 | 27:50 | 28:45 | 28:45 | 28:45 | 00:55 | 00:40 |
 | Fluffy Hat | 2 | 8.33% | 21.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 14:32 | 13:45 | 13:45 | 15:19 | 15:19 | 15:19 | 01:34 | 01:09 |
 | Ghost Scepter | 3 | 12.50% | 18.2 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 26:59 | 22:55 | 22:55 | 28:27 | 29:34 | 29:34 | 06:39 | 04:55 |
 | Lotus Orb | 4 | 16.67% | 15.2 | 25.00% | -30.00% | -25.00% | +75.00% | 0.00% | 28:39 | 23:55 | 23:55 | 24:05 | 27:42 | 38:55 | 03:47 | 02:48 |
 | Medallion of Courage | 1 | 4.17% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 00:00 | 00:00 |
 | Solar Crest | 1 | 4.17% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:01 | 30:01 | 30:01 | 30:01 | 30:01 | 30:01 | 00:00 | 00:00 |
 | Blight Stone | 1 | 4.17% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 00:00 | 00:00 |
 | Crown | 1 | 4.17% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 00:00 | 00:00 |