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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 | |
 | Force Staff | 11 | 45.83% | 100.0 | 72.73% | +49.65% | -39.40% | -6.06% | 6.08% | 29:55 | 24:34 | 24:54 | 28:53 | 30:23 | 44:07 | 05:29 | 04:03 |
 | Fluffy Hat | 11 | 45.83% | 97.0 | 72.73% | +49.65% | -6.06% | -6.06% | 0.00% | 27:39 | 18:39 | 21:52 | 24:47 | 29:44 | 44:06 | 07:52 | 05:49 |
 | Tranquil Boots | 10 | 41.67% | 93.9 | 70.00% | +41.43% | +30.00% | -20.00% | -50.00% | 08:51 | 06:16 | 08:24 | 08:56 | 09:10 | 10:30 | 00:46 | 00:34 |
 | Boots of Bearing | 5 | 20.83% | 90.9 | 80.00% | +43.16% | +20.00% | +20.00% | 0.00% | 29:00 | 20:00 | 20:00 | 31:21 | 33:22 | 33:27 | 13:22 | 09:54 |
 | Blink Dagger | 22 | 91.67% | 87.9 | 50.00% | +50.00% | +16.67% | -30.00% | -5.12% | 22:02 | 13:02 | 17:28 | 19:56 | 26:35 | 38:06 | 09:07 | 06:45 |
 | Magic Stick | 22 | 91.67% | 84.8 | 50.00% | +50.00% | 0.00% | -10.00% | -1.43% | 06:28 | -01:29 | 02:34 | 05:52 | 09:34 | 14:08 | 07:00 | 05:11 |
 | Wind Lace | 21 | 87.50% | 81.8 | 47.62% | +14.29% | +12.38% | -7.62% | -3.45% | 08:55 | 01:55 | 05:51 | 07:59 | 11:39 | 20:12 | 05:48 | 04:17 |
 | Boots of Speed | 24 | 100.00% | 78.8 | 45.83% | +45.83% | +20.84% | -12.50% | -13.43% | 04:49 | 01:51 | 03:09 | 04:38 | 05:38 | 09:40 | 02:29 | 01:50 |
 | Drum of Endurance | 6 | 25.00% | 75.8 | 66.67% | +27.78% | +33.33% | -66.67% | 0.00% | 15:35 | 14:14 | 14:35 | 14:51 | 16:13 | 17:25 | 01:38 | 01:12 |
 | Aghanim's Scepter | 6 | 25.00% | 72.7 | 66.67% | +27.78% | -16.67% | -66.67% | 0.00% | 40:14 | 26:02 | 31:56 | 33:53 | 50:38 | 60:39 | 18:42 | 13:51 |
 | Magic Wand | 23 | 95.83% | 69.7 | 43.48% | -56.52% | -26.81% | +23.19% | 8.67% | 07:24 | -01:29 | 04:45 | 07:34 | 10:31 | 14:08 | 05:46 | 04:16 |
 | Void Stone | 16 | 66.67% | 66.7 | 43.75% | -6.25% | -18.75% | -18.75% | 0.00% | 18:42 | 09:32 | 11:05 | 16:19 | 24:07 | 29:42 | 13:02 | 09:39 |
 | Octarine Core | 13 | 54.17% | 63.6 | 38.46% | -16.09% | -5.13% | +28.21% | 2.42% | 20:38 | 11:27 | 13:08 | 17:46 | 26:54 | 32:59 | 13:46 | 10:11 |
 | Black King Bar | 13 | 54.17% | 60.6 | 38.46% | -16.09% | +28.21% | -5.13% | -5.33% | 22:40 | 16:00 | 17:04 | 21:11 | 23:19 | 36:27 | 06:15 | 04:37 |
 | Bottle | 7 | 29.17% | 57.6 | 42.86% | -4.20% | +7.14% | -42.86% | -50.00% | 01:43 | 01:11 | 01:21 | 01:47 | 01:48 | 02:26 | 00:27 | 00:20 |
 | Boots of Travel 2 | 4 | 16.67% | 54.5 | 50.00% | +5.00% | +50.00% | -50.00% | 0.00% | 53:10 | 31:31 | 31:31 | 45:05 | 1:05:05 | 1:10:59 | 33:34 | 24:51 |
 | Overwhelming Blink | 1 | 4.17% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:05 | 1:05:05 | 1:05:05 | 1:05:05 | 1:05:05 | 1:05:05 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 4.17% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:58 | 55:58 | 55:58 | 55:58 | 55:58 | 55:58 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 4.17% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:11 | 44:11 | 44:11 | 44:11 | 44:11 | 44:11 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 4.17% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 4.17% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 00:00 | 00:00 |
 | Ring of Health | 8 | 33.33% | 36.4 | 25.00% | -31.25% | +25.00% | +25.00% | 0.00% | 07:06 | 00:55 | 01:47 | 03:41 | 08:50 | 24:07 | 07:03 | 05:13 |
 | Boots of Travel | 9 | 37.50% | 33.3 | 22.22% | -37.78% | -22.22% | +27.78% | 4.10% | 32:58 | 20:12 | 25:24 | 32:44 | 37:36 | 42:44 | 12:12 | 09:02 |
 | Refresher Orb | 2 | 8.33% | 30.3 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 55:48 | 45:02 | 45:02 | 1:06:34 | 1:06:34 | 1:06:34 | 21:32 | 15:57 |
 | Lotus Orb | 2 | 8.33% | 27.3 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 25:00 | 21:46 | 21:46 | 28:13 | 28:13 | 28:13 | 06:27 | 04:46 |
 | Aghanim's Blessing | 2 | 8.33% | 24.2 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 53:15 | 45:51 | 45:51 | 60:39 | 60:39 | 60:39 | 14:48 | 10:57 |
 | Cornucopia | 3 | 12.50% | 21.2 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 50:36 | 40:11 | 40:11 | 45:02 | 1:06:34 | 1:06:34 | 26:23 | 19:32 |
 | Vanguard | 7 | 29.17% | 18.2 | 14.29% | -44.53% | +35.71% | -14.29% | -14.56% | 08:00 | 03:40 | 06:03 | 08:15 | 09:29 | 11:23 | 03:26 | 02:32 |
 | Arcane Boots | 8 | 33.33% | 15.2 | 12.50% | -50.00% | -12.50% | -12.50% | 0.00% | 07:37 | 03:16 | 04:45 | 06:21 | 08:57 | 14:32 | 04:12 | 03:06 |
 | Aeon Disk | 2 | 8.33% | 12.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 37:32 | 36:24 | 36:24 | 38:40 | 38:40 | 38:40 | 02:16 | 01:40 |
 | Linken's Sphere | 1 | 4.17% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.17% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.17% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:38 | 32:38 | 32:38 | 32:38 | 32:38 | 32:38 | 00:00 | 00:00 |