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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 | |
 | Quelling Blade | 3 | 50.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 05:30 | -01:29 | -01:29 | -01:29 | 19:28 | 19:28 | 20:57 | 15:31 |
 | Eye of Skadi | 2 | 33.33% | 97.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:17 | 26:26 | 26:26 | 28:08 | 28:08 | 28:08 | 01:42 | 01:15 |
 | Echo Sabre | 2 | 33.33% | 93.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:25 | 12:25 | 12:26 | 12:26 | 12:26 | 00:01 | 00:00 |
 | Boots of Speed | 6 | 100.00% | 90.9 | 66.67% | +66.67% | -16.67% | +33.33% | 16.04% | 05:54 | 02:29 | 04:30 | 04:58 | 07:37 | 08:19 | 03:07 | 02:18 |
 | Ring of Protection | 5 | 83.33% | 87.9 | 60.00% | -40.00% | +40.00% | -60.00% | -52.17% | 02:34 | -01:29 | -01:29 | 02:38 | 03:24 | 06:58 | 04:53 | 03:37 |
 | Black King Bar | 3 | 50.00% | 84.8 | 66.67% | 0.00% | +33.33% | 0.00% | -31.74% | 19:28 | 18:54 | 18:54 | 19:34 | 19:57 | 19:57 | 01:03 | 00:46 |
 | Aghanim's Shard | 4 | 66.67% | 81.8 | 50.00% | -50.00% | +50.00% | -50.00% | -100.00% | 17:45 | 16:05 | 16:05 | 16:14 | 16:18 | 22:21 | 00:13 | 00:09 |
 | Magic Stick | 4 | 66.67% | 78.8 | 50.00% | -50.00% | +50.00% | +50.00% | 0.00% | 03:55 | -01:29 | -01:29 | 02:10 | 05:30 | 09:28 | 06:59 | 05:10 |
 | Magic Wand | 4 | 66.67% | 75.8 | 50.00% | -50.00% | -50.00% | +50.00% | 11.17% | 13:20 | 04:23 | 04:23 | 12:51 | 13:20 | 22:45 | 08:57 | 06:37 |
 | Phase Boots | 4 | 66.67% | 72.7 | 50.00% | -50.00% | +50.00% | -50.00% | -31.75% | 09:41 | 07:49 | 07:49 | 08:40 | 10:58 | 11:17 | 03:09 | 02:20 |
 | Soul Ring | 4 | 66.67% | 69.7 | 50.00% | -50.00% | +50.00% | -50.00% | -83.33% | 04:48 | 03:29 | 03:29 | 04:03 | 04:41 | 06:58 | 01:12 | 00:53 |
 | Bracer | 4 | 66.67% | 66.7 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 03:05 | 01:50 | 01:50 | 02:06 | 02:34 | 05:48 | 00:44 | 00:32 |
 | Chainmail | 4 | 66.67% | 63.6 | 50.00% | -50.00% | +50.00% | -50.00% | -18.87% | 08:19 | 04:33 | 04:33 | 08:16 | 09:51 | 10:35 | 05:18 | 03:55 |
 | Holy Locket | 1 | 16.67% | 60.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:54 | 22:54 | 22:54 | 22:54 | 22:54 | 22:54 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 16.67% | 57.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:08 | 16:08 | 16:08 | 16:08 | 16:08 | 16:08 | 00:00 | 00:00 |
 | Nullifier | 1 | 16.67% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:33 | 35:33 | 35:33 | 35:33 | 35:33 | 35:33 | 00:00 | 00:00 |
 | Wind Lace | 1 | 16.67% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:28 | 09:28 | 09:28 | 09:28 | 09:28 | 09:28 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 16.67% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 16.67% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 16.67% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 16.67% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 00:00 | 00:00 |
 | Force Staff | 1 | 16.67% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Headdress | 1 | 16.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 16.67% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Skull Basher | 1 | 16.67% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 00:00 | 00:00 |
 | Void Stone | 2 | 33.33% | 24.2 | 50.00% | -25.00% | -50.00% | 0.00% | 5.58% | 27:19 | 22:50 | 22:50 | 31:48 | 31:48 | 31:48 | 08:58 | 06:38 |
 | Fluffy Hat | 2 | 33.33% | 21.2 | 50.00% | -25.00% | -50.00% | 0.00% | 3.63% | 15:27 | 08:33 | 08:33 | 22:20 | 22:20 | 22:20 | 13:47 | 10:12 |
 | Sange | 1 | 16.67% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 16.67% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 16.67% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Blight Stone | 1 | 16.67% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 16.67% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 16.67% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:27 | 09:27 | 09:27 | 09:27 | 09:27 | 09:27 | 00:00 | 00:00 |