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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 | |
 | Magic Stick | 13 | 65.00% | 100.0 | 53.85% | +39.56% | +46.15% | -20.52% | -66.67% | 00:47 | -01:29 | -01:29 | -01:29 | -01:28 | 18:39 | 00:01 | 00:00 |
 | Quelling Blade | 11 | 55.00% | 97.0 | 54.55% | +32.33% | +12.12% | +12.12% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Dragon Lance | 18 | 90.00% | 93.9 | 44.44% | +44.44% | +15.56% | +30.56% | 5.45% | 11:45 | 08:50 | 10:05 | 12:31 | 12:50 | 13:45 | 02:45 | 02:02 |
 | Magic Wand | 12 | 60.00% | 90.9 | 50.00% | +25.00% | -16.67% | -16.67% | 0.00% | 05:25 | -01:29 | 01:03 | 03:11 | 05:59 | 19:04 | 04:56 | 03:39 |
 | Black King Bar | 19 | 95.00% | 87.9 | 42.11% | +42.11% | -22.11% | -2.11% | 12.12% | 18:33 | 14:41 | 17:24 | 17:46 | 19:03 | 26:00 | 01:39 | 01:13 |
 | Morbid Mask | 16 | 80.00% | 84.8 | 43.75% | +18.75% | -18.75% | +6.25% | 1.38% | 15:05 | 06:36 | 07:21 | 07:54 | 25:31 | 31:24 | 18:10 | 13:27 |
 | Boots of Speed | 20 | 100.00% | 81.8 | 40.00% | +40.00% | -40.00% | 0.00% | 17.65% | 03:21 | 01:30 | 02:02 | 02:41 | 04:18 | 06:19 | 02:16 | 01:40 |
 | Power Treads | 20 | 100.00% | 78.8 | 40.00% | +40.00% | -20.00% | 0.00% | 11.65% | 05:30 | 03:33 | 04:28 | 05:28 | 06:11 | 07:54 | 01:43 | 01:16 |
 | Eye of Skadi | 6 | 30.00% | 75.8 | 50.00% | +14.29% | 0.00% | -50.00% | -31.25% | 25:37 | 23:34 | 24:21 | 25:24 | 25:57 | 28:32 | 01:36 | 01:11 |
 | Manta Style | 10 | 50.00% | 72.7 | 40.00% | 0.00% | -6.67% | +10.00% | 2.29% | 18:55 | 12:10 | 15:09 | 17:22 | 22:26 | 23:44 | 07:17 | 05:23 |
 | Yasha | 10 | 50.00% | 69.7 | 40.00% | 0.00% | -6.67% | -40.00% | -11.76% | 14:18 | 08:43 | 12:39 | 13:24 | 15:29 | 23:33 | 02:50 | 02:05 |
 | Crystalys | 11 | 55.00% | 66.7 | 36.36% | -8.08% | -3.03% | -36.36% | -6.83% | 27:30 | 19:54 | 23:10 | 27:30 | 28:03 | 39:46 | 04:53 | 03:37 |
 | Mask of Madness | 11 | 55.00% | 63.6 | 36.36% | -8.08% | -36.36% | +63.64% | 100.00% | 11:01 | 08:41 | 09:08 | 09:40 | 09:48 | 24:39 | 00:40 | 00:29 |
 | Satanic | 7 | 35.00% | 60.6 | 42.86% | +4.40% | +7.14% | +7.14% | 0.00% | 30:20 | 25:31 | 25:59 | 29:15 | 31:37 | 37:05 | 05:38 | 04:10 |
 | Daedalus | 4 | 20.00% | 57.6 | 50.00% | +12.50% | +50.00% | -50.00% | 0.00% | 32:47 | 29:46 | 29:46 | 30:26 | 31:08 | 39:47 | 01:22 | 01:00 |
 | Linken's Sphere | 1 | 5.00% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:11 | 22:11 | 22:11 | 22:11 | 22:11 | 22:11 | 00:00 | 00:00 |
 | Aghanim's Shard | 9 | 45.00% | 51.5 | 22.22% | -32.33% | +77.78% | -22.22% | -15.54% | 31:14 | 25:44 | 27:43 | 30:43 | 34:09 | 39:27 | 06:26 | 04:45 |
 | Void Stone | 2 | 10.00% | 48.5 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 30:18 | 22:08 | 22:08 | 38:27 | 38:27 | 38:27 | 16:19 | 12:05 |
 | Ring of Health | 2 | 10.00% | 45.5 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 30:04 | 21:40 | 21:40 | 38:27 | 38:27 | 38:27 | 16:47 | 12:25 |
 | Silver Edge | 4 | 20.00% | 42.4 | 25.00% | -18.75% | +75.00% | -25.00% | 0.00% | 30:08 | 26:53 | 26:53 | 27:29 | 28:56 | 37:13 | 02:03 | 01:31 |
 | Shadow Blade | 4 | 20.00% | 39.4 | 25.00% | -18.75% | +75.00% | -25.00% | 0.00% | 29:49 | 26:22 | 26:22 | 26:52 | 28:53 | 37:07 | 02:31 | 01:51 |
 | Wind Lace | 4 | 20.00% | 36.4 | 25.00% | -18.75% | -25.00% | -25.00% | 0.00% | 14:45 | 04:27 | 04:27 | 12:01 | 12:36 | 29:55 | 08:09 | 06:02 |
 | Butterfly | 5 | 25.00% | 33.3 | 20.00% | -26.67% | -20.00% | +80.00% | 14.05% | 23:59 | 18:56 | 18:56 | 25:47 | 26:03 | 28:39 | 07:07 | 05:16 |
 | Hurricane Pike | 1 | 5.00% | 30.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.00% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 00:00 | 00:00 |
 | Javelin | 1 | 5.00% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 5.00% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 5.00% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.00% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.00% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 |
 | Buckler | 1 | 5.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.00% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 10.00% | 3.0 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 37:52 | 34:00 | 34:00 | 41:43 | 41:43 | 41:43 | 07:43 | 05:42 |