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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 | |
 | Dragon Lance | 11 | 61.11% | 100.0 | 63.64% | +49.35% | +3.03% | +3.03% | 0.00% | 19:37 | 14:31 | 15:59 | 17:58 | 18:53 | 38:11 | 02:54 | 02:08 |
 | Hurricane Pike | 11 | 61.11% | 96.7 | 63.64% | +49.35% | +3.03% | +3.03% | 0.00% | 27:47 | 20:37 | 23:46 | 26:59 | 28:32 | 38:45 | 04:46 | 03:31 |
 | Power Treads | 14 | 77.78% | 93.3 | 50.00% | +25.00% | 0.00% | -16.67% | -3.51% | 14:35 | 08:54 | 10:53 | 11:37 | 15:38 | 34:32 | 04:45 | 03:31 |
 | Magic Stick | 17 | 94.44% | 90.0 | 47.06% | +47.06% | +27.94% | +2.94% | -4.18% | 03:25 | -01:29 | -01:29 | 03:40 | 07:28 | 10:46 | 08:57 | 06:37 |
 | Magic Wand | 17 | 94.44% | 86.7 | 47.06% | +47.06% | +2.94% | +27.94% | 4.79% | 09:04 | -01:30 | 06:42 | 09:17 | 11:55 | 17:31 | 05:13 | 03:51 |
 | Force Staff | 17 | 94.44% | 83.3 | 47.06% | +47.06% | +2.94% | +2.94% | 0.00% | 24:22 | 12:42 | 19:51 | 23:13 | 28:32 | 33:42 | 08:41 | 06:25 |
 | Fluffy Hat | 18 | 100.00% | 80.0 | 44.44% | +44.44% | +15.56% | +5.56% | -0.77% | 13:57 | -01:29 | 06:51 | 11:25 | 19:49 | 33:42 | 12:58 | 09:36 |
 | Boots of Speed | 18 | 100.00% | 76.7 | 44.44% | +44.44% | -4.44% | -44.44% | -15.38% | 05:43 | 02:41 | 04:04 | 04:37 | 06:40 | 12:26 | 02:36 | 01:55 |
 | Hood of Defiance | 2 | 11.11% | 73.3 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 26:28 | 24:34 | 24:34 | 28:21 | 28:21 | 28:21 | 03:47 | 02:48 |
 | Ring of Health | 2 | 11.11% | 70.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 26:16 | 24:18 | 24:18 | 28:13 | 28:13 | 28:13 | 03:55 | 02:54 |
 | Headdress | 3 | 16.67% | 66.7 | 66.67% | +26.67% | +33.33% | 0.00% | -1.41% | 12:44 | -01:29 | -01:29 | 14:36 | 25:04 | 25:04 | 26:33 | 19:40 |
 | Glimmer Cape | 4 | 22.22% | 63.3 | 50.00% | +7.14% | +50.00% | -50.00% | -30.00% | 25:12 | 20:53 | 20:53 | 21:29 | 24:13 | 34:12 | 03:20 | 02:28 |
 | Blink Dagger | 1 | 5.56% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.56% | 56.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.56% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 5.56% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 5.56% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 |
 | Javelin | 1 | 5.56% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 11.11% | 40.0 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | 11:02 | 10:05 | 10:05 | 11:58 | 11:58 | 11:58 | 01:53 | 01:23 |
 | Ring of Basilius | 2 | 11.11% | 36.7 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 27:44 | 15:07 | 15:07 | 40:21 | 40:21 | 40:21 | 25:14 | 18:41 |
 | Blight Stone | 2 | 11.11% | 33.3 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Buckler | 2 | 11.11% | 30.0 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 29:46 | 16:35 | 16:35 | 42:57 | 42:57 | 42:57 | 26:22 | 19:31 |
 | Vladmir's Offering | 2 | 11.11% | 26.7 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 31:58 | 20:36 | 20:36 | 43:20 | 43:20 | 43:20 | 22:44 | 16:50 |
 | Morbid Mask | 2 | 11.11% | 23.3 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 31:31 | 20:05 | 20:05 | 42:57 | 42:57 | 42:57 | 22:52 | 16:56 |
 | Holy Locket | 2 | 11.11% | 20.0 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 15:53 | 13:59 | 13:59 | 17:47 | 17:47 | 17:47 | 03:48 | 02:48 |
 | Ring of Protection | 2 | 11.11% | 16.7 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 29:46 | 16:35 | 16:35 | 42:57 | 42:57 | 42:57 | 26:22 | 19:31 |
 | Chainmail | 2 | 11.11% | 13.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 30:23 | 27:07 | 27:07 | 33:39 | 33:39 | 33:39 | 06:32 | 04:50 |
 | Moon Shard | 3 | 16.67% | 10.0 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 44:39 | 36:16 | 36:16 | 38:06 | 59:34 | 59:34 | 23:18 | 17:15 |
 | Witch Blade | 2 | 11.11% | 6.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 31:25 | 29:10 | 29:10 | 33:40 | 33:40 | 33:40 | 04:30 | 03:20 |
 | Black King Bar | 1 | 5.56% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 00:00 | 00:00 |