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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 | |
 | Shiva's Guard | 13 | 29.55% | 100.0 | 76.92% | +38.21% | +23.08% | -10.25% | -7.63% | 34:38 | 28:40 | 32:09 | 35:03 | 36:31 | 41:43 | 04:22 | 03:14 |
 | Scythe of Vyse | 7 | 15.91% | 97.8 | 85.71% | +42.47% | +14.29% | +14.29% | 0.00% | 38:20 | 30:02 | 31:41 | 40:01 | 42:02 | 47:58 | 10:21 | 07:40 |
 | Kaya and Sange | 23 | 52.27% | 95.6 | 65.22% | +31.89% | +34.78% | +1.45% | -3.55% | 22:16 | 15:28 | 16:48 | 20:04 | 26:11 | 33:52 | 09:23 | 06:57 |
 | Sange | 23 | 52.27% | 93.3 | 65.22% | +31.89% | +18.11% | +1.45% | -1.79% | 21:38 | 14:24 | 16:44 | 20:04 | 26:03 | 31:36 | 09:19 | 06:54 |
 | Ring of Health | 14 | 31.82% | 91.1 | 71.43% | +31.43% | +3.57% | -4.76% | -0.48% | 35:49 | 20:40 | 26:42 | 36:39 | 44:03 | 51:22 | 17:21 | 12:51 |
 | Void Stone | 24 | 54.55% | 88.9 | 62.50% | +27.50% | +4.17% | +20.83% | 0.80% | 24:21 | 09:57 | 12:27 | 19:38 | 33:16 | 42:24 | 20:49 | 15:25 |
 | Aghanim's Shard | 31 | 70.45% | 86.7 | 58.06% | +27.29% | +4.44% | -8.06% | -2.60% | 24:38 | 16:59 | 21:32 | 24:56 | 26:21 | 45:11 | 04:49 | 03:34 |
 | Kaya | 28 | 63.64% | 84.4 | 57.14% | +19.64% | +14.29% | 0.00% | -1.80% | 17:36 | 12:05 | 13:25 | 14:22 | 21:22 | 33:22 | 07:57 | 05:53 |
 | Black King Bar | 35 | 79.55% | 82.2 | 54.29% | +20.96% | +23.49% | -20.96% | -9.36% | 23:03 | 16:17 | 19:32 | 23:10 | 24:17 | 52:23 | 04:45 | 03:31 |
 | Magic Stick | 42 | 95.45% | 80.0 | 52.38% | +52.38% | +11.26% | -22.38% | -6.77% | 04:54 | -01:29 | 02:45 | 04:17 | 07:43 | 14:19 | 04:58 | 03:40 |
 | Magic Wand | 42 | 95.45% | 77.8 | 52.38% | +52.38% | +2.17% | -22.38% | -6.14% | 06:44 | 01:56 | 04:26 | 06:01 | 08:26 | 14:40 | 04:00 | 02:57 |
 | Power Treads | 39 | 88.64% | 75.6 | 51.28% | +11.28% | +18.72% | -11.28% | -15.52% | 10:24 | 06:35 | 08:46 | 09:46 | 10:42 | 29:27 | 01:56 | 01:25 |
 | Bottle | 40 | 90.91% | 73.3 | 50.00% | 0.00% | 0.00% | -10.00% | -10.00% | 01:26 | 00:26 | 01:13 | 01:22 | 01:32 | 03:23 | 00:19 | 00:14 |
 | Boots of Speed | 43 | 97.73% | 71.1 | 48.84% | -51.16% | -3.39% | -3.39% | 0.00% | 06:35 | 03:31 | 05:19 | 06:15 | 07:13 | 17:37 | 01:54 | 01:24 |
 | Null Talisman | 40 | 90.91% | 68.9 | 47.50% | -27.50% | +2.50% | +2.50% | 0.00% | 04:04 | 01:46 | 03:15 | 03:54 | 04:27 | 07:42 | 01:12 | 00:53 |
 | Linken's Sphere | 7 | 15.91% | 66.7 | 71.43% | +25.48% | +28.57% | -21.43% | -8.15% | 30:47 | 21:31 | 25:02 | 29:48 | 31:10 | 48:55 | 06:08 | 04:32 |
 | Refresher Orb | 6 | 13.64% | 64.4 | 66.67% | +19.30% | +33.33% | +33.33% | 0.00% | 42:13 | 37:04 | 39:03 | 39:55 | 44:15 | 51:23 | 05:12 | 03:51 |
 | Dagon | 2 | 4.55% | 62.2 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 46:38 | 35:34 | 35:34 | 57:41 | 57:41 | 57:41 | 22:07 | 16:22 |
 | Crown | 2 | 4.55% | 60.0 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 44:51 | 32:02 | 32:02 | 57:40 | 57:40 | 57:40 | 25:38 | 18:59 |
 | Ghost Scepter | 2 | 4.55% | 57.8 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 26:06 | 21:45 | 21:45 | 30:26 | 30:26 | 30:26 | 08:41 | 06:25 |
 | Wind Lace | 3 | 6.82% | 55.6 | 66.67% | +17.89% | +33.33% | 0.00% | 0.00% | 21:12 | 10:22 | 10:22 | 16:57 | 36:18 | 36:18 | 25:56 | 19:12 |
 | Orchid Malevolence | 11 | 25.00% | 53.3 | 36.36% | -18.19% | +30.31% | -3.03% | -7.22% | 19:49 | 12:27 | 15:01 | 17:03 | 19:38 | 42:17 | 04:37 | 03:25 |
 | Mage Slayer | 4 | 9.09% | 51.1 | 50.00% | 0.00% | +50.00% | -50.00% | -13.89% | 39:51 | 33:26 | 33:26 | 34:19 | 40:38 | 51:01 | 07:12 | 05:20 |
 | Bloodthorn | 4 | 9.09% | 48.9 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 40:33 | 34:20 | 34:20 | 34:25 | 42:17 | 51:11 | 07:57 | 05:53 |
 | Chainmail | 1 | 2.27% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 |
 | Witch Blade | 1 | 2.27% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:34 | 13:34 | 13:34 | 13:34 | 13:34 | 13:34 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.27% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.27% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 2.27% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 2.27% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 2.27% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 2.27% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:03 | 58:03 | 58:03 | 58:03 | 58:03 | 58:03 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.27% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.27% | 26.7 | 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 |
 | Ring of Protection | 5 | 11.36% | 24.4 | 40.00% | -11.28% | -40.00% | -40.00% | 0.00% | 20:21 | -01:29 | -01:29 | 30:08 | 31:50 | 34:08 | 33:19 | 24:40 |
 | Eye of Skadi | 2 | 4.55% | 22.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 33:36 | 31:23 | 31:23 | 35:48 | 35:48 | 35:48 | 04:25 | 03:16 |
 | Moon Shard | 2 | 4.55% | 20.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 1:05:34 | 60:57 | 60:57 | 1:10:11 | 1:10:11 | 1:10:11 | 09:14 | 06:50 |
 | Aeon Disk | 2 | 4.55% | 17.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 36:33 | 33:05 | 33:05 | 40:00 | 40:00 | 40:00 | 06:55 | 05:07 |
 | Spirit Vessel | 2 | 4.55% | 15.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 13:55 | 11:06 | 11:06 | 16:44 | 16:44 | 16:44 | 05:38 | 04:10 |
 | Eul's Scepter of Divinity | 2 | 4.55% | 13.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 16:01 | 13:56 | 13:56 | 18:06 | 18:06 | 18:06 | 04:10 | 03:05 |
 | Urn of Shadows | 2 | 4.55% | 11.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 07:16 | 04:04 | 04:04 | 10:27 | 10:27 | 10:27 | 06:23 | 04:43 |
 | Satanic | 3 | 6.82% | 8.9 | 33.33% | -17.89% | +66.67% | 0.00% | 0.00% | 40:05 | 35:07 | 35:07 | 42:33 | 42:36 | 42:36 | 07:29 | 05:32 |
 | Buckler | 3 | 6.82% | 6.7 | 33.33% | -17.89% | +66.67% | 0.00% | 0.00% | 32:02 | 30:08 | 30:08 | 31:50 | 34:08 | 34:08 | 04:00 | 02:57 |
 | Assault Cuirass | 3 | 6.82% | 4.4 | 33.33% | -17.89% | +66.67% | 0.00% | 0.00% | 32:30 | 30:55 | 30:55 | 32:01 | 34:34 | 34:34 | 03:39 | 02:42 |
 | Morbid Mask | 3 | 6.82% | 2.2 | 33.33% | -17.89% | +66.67% | 0.00% | 0.00% | 38:14 | 34:53 | 34:53 | 37:34 | 42:14 | 42:14 | 07:21 | 05:26 |