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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 | 5 | 31.25% | 100.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 12:57 | 07:28 | 07:28 | 10:10 | 13:48 | 24:58 | 06:20 | 04:41 |
 | Fluffy Hat | 15 | 93.75% | 96.9 | 60.00% | +60.00% | +15.00% | -10.00% | -2.66% | 10:57 | 00:41 | 05:18 | 11:08 | 14:41 | 21:28 | 09:23 | 06:57 |
 | Hurricane Pike | 5 | 31.25% | 93.8 | 80.00% | +34.55% | +20.00% | -80.00% | -16.22% | 29:14 | 25:13 | 25:13 | 29:58 | 31:23 | 33:09 | 06:10 | 04:34 |
 | Force Staff | 11 | 68.75% | 90.6 | 63.64% | +23.64% | +36.36% | +3.03% | -11.90% | 22:03 | 18:51 | 19:23 | 21:06 | 22:11 | 28:21 | 02:48 | 02:04 |
 | Magic Stick | 16 | 100.00% | 87.5 | 56.25% | +56.25% | +18.75% | -6.25% | -4.20% | 03:39 | -01:29 | -01:29 | 02:43 | 07:26 | 14:02 | 08:55 | 06:36 |
 | Magic Wand | 16 | 100.00% | 84.4 | 56.25% | +56.25% | -6.25% | +18.75% | 5.15% | 08:03 | 02:40 | 04:59 | 07:22 | 09:50 | 14:02 | 04:51 | 03:35 |
 | Boots of Speed | 14 | 87.50% | 81.3 | 57.14% | +7.14% | +17.86% | +42.86% | 7.94% | 08:04 | 04:23 | 05:53 | 06:42 | 09:02 | 17:01 | 03:09 | 02:20 |
 | Ring of Protection | 2 | 12.50% | 78.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 14:48 | -01:29 | -01:29 | 31:04 | 31:04 | 31:04 | 32:33 | 24:06 |
 | Ring of Basilius | 2 | 12.50% | 75.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:24 | 26:41 | 26:41 | 32:06 | 32:06 | 32:06 | 05:25 | 04:00 |
 | Tranquil Boots | 2 | 12.50% | 71.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:30 | 17:53 | 17:53 | 23:06 | 23:06 | 23:06 | 05:13 | 03:51 |
 | Drum of Endurance | 2 | 12.50% | 68.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 19:39 | 14:20 | 14:20 | 24:58 | 24:58 | 24:58 | 10:38 | 07:52 |
 | Black King Bar | 2 | 12.50% | 65.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:07 | 32:25 | 32:25 | 39:48 | 39:48 | 39:48 | 07:23 | 05:28 |
 | Bracer | 2 | 12.50% | 62.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:26 | 09:16 | 09:16 | 13:36 | 13:36 | 13:36 | 04:20 | 03:12 |
 | Power Treads | 12 | 75.00% | 59.4 | 50.00% | -25.00% | -16.67% | +16.67% | 5.88% | 17:15 | 10:24 | 12:41 | 14:39 | 18:21 | 34:19 | 05:40 | 04:11 |
 | Dragon Lance | 7 | 43.75% | 56.3 | 57.14% | +1.58% | -7.14% | -7.14% | 0.00% | 27:33 | 18:04 | 25:13 | 27:40 | 27:56 | 40:04 | 02:43 | 02:00 |
 | Ring of Health | 5 | 31.25% | 53.1 | 60.00% | +5.45% | +40.00% | +40.00% | 0.00% | 22:10 | 16:51 | 16:51 | 21:44 | 22:07 | 32:30 | 05:16 | 03:54 |
 | Glimmer Cape | 5 | 31.25% | 50.0 | 60.00% | +5.45% | +40.00% | +40.00% | 0.00% | 25:13 | 15:04 | 15:04 | 26:02 | 29:48 | 35:43 | 14:44 | 10:54 |
 | Blight Stone | 6 | 37.50% | 46.9 | 50.00% | -10.00% | 0.00% | -50.00% | -46.88% | -00:04 | -01:29 | -01:29 | -01:29 | 02:33 | 03:01 | 04:02 | 02:59 |
 | Headdress | 3 | 18.75% | 43.8 | 66.67% | +12.82% | -66.67% | 0.00% | 3.91% | 23:30 | 16:31 | 16:31 | 20:23 | 33:35 | 33:35 | 17:04 | 12:38 |
 | Hood of Defiance | 4 | 25.00% | 40.6 | 50.00% | -8.33% | +50.00% | -50.00% | -21.35% | 19:46 | 17:03 | 17:03 | 18:01 | 21:44 | 22:14 | 04:41 | 03:28 |
 | Wraith Pact | 1 | 6.25% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |
 | Void Stone | 1 | 6.25% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Buckler | 1 | 6.25% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 6.25% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 6.25% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Null Talisman | 1 | 6.25% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:59 | 10:59 | 10:59 | 10:59 | 10:59 | 10:59 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 6.25% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 6.25% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 6.25% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 6.25% | 9.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Holy Locket | 2 | 12.50% | 6.3 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 19:43 | 16:31 | 16:31 | 22:55 | 22:55 | 22:55 | 06:24 | 04:44 |
 | Aghanim's Shard | 2 | 12.50% | 3.1 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 28:20 | 23:16 | 23:16 | 33:24 | 33:24 | 33:24 | 10:08 | 07:30 |