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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 | |
 | Holy Locket | 9 | 11.25% | 100.0 | 88.89% | +46.64% | +11.11% | -38.89% | -6.65% | 24:08 | 20:11 | 20:53 | 22:23 | 28:24 | 31:00 | 07:31 | 05:34 |
 | Headdress | 11 | 13.75% | 97.6 | 81.82% | +39.79% | +18.18% | -48.49% | -12.58% | 20:49 | -01:28 | 20:04 | 20:51 | 25:22 | 28:18 | 05:18 | 03:55 |
 | Fluffy Hat | 38 | 47.50% | 95.2 | 60.53% | +24.82% | +19.47% | -16.09% | -3.11% | 19:39 | -01:29 | 15:09 | 19:25 | 26:34 | 41:28 | 11:25 | 08:27 |
 | Aghanim's Shard | 63 | 78.75% | 92.9 | 55.56% | +37.91% | -5.56% | +0.69% | 1.12% | 21:58 | 15:01 | 18:02 | 19:54 | 23:37 | 42:50 | 05:35 | 04:08 |
 | Arcane Boots | 54 | 67.50% | 90.5 | 53.70% | +19.08% | +3.44% | -22.93% | -6.48% | 15:17 | 10:14 | 12:26 | 13:59 | 16:30 | 30:17 | 04:04 | 03:00 |
 | Force Staff | 21 | 26.25% | 88.1 | 61.90% | +19.53% | -21.90% | +38.10% | 6.36% | 29:53 | 21:29 | 23:44 | 29:29 | 33:10 | 41:29 | 09:26 | 06:59 |
 | Magic Stick | 68 | 85.00% | 85.7 | 50.00% | +16.67% | +14.71% | -26.47% | -5.12% | 05:39 | -01:30 | -01:23 | 04:53 | 09:26 | 28:19 | 10:49 | 08:00 |
 | Magic Wand | 58 | 72.50% | 83.3 | 50.00% | +9.09% | +3.33% | -14.29% | -3.74% | 09:41 | 02:35 | 07:02 | 09:30 | 11:45 | 28:19 | 04:43 | 03:29 |
 | Boots of Speed | 80 | 100.00% | 81.0 | 47.50% | +47.50% | +7.50% | +7.50% | 0.00% | 07:48 | -01:29 | 06:16 | 08:08 | 09:32 | 13:50 | 03:16 | 02:25 |
 | Ring of Basilius | 37 | 46.25% | 78.6 | 48.65% | +2.14% | -4.21% | +18.02% | 3.78% | 06:09 | -01:29 | 01:15 | 04:11 | 07:08 | 32:00 | 05:53 | 04:21 |
 | Wind Lace | 32 | 40.00% | 76.2 | 46.88% | -1.04% | -9.38% | +28.12% | 2.54% | 12:26 | -01:29 | 02:54 | 06:51 | 17:39 | 59:22 | 14:45 | 10:55 |
 | Tranquil Boots | 14 | 17.50% | 73.8 | 57.14% | +11.69% | -7.14% | +9.53% | 1.19% | 21:57 | 09:48 | 15:07 | 21:45 | 29:09 | 36:15 | 14:02 | 10:23 |
 | Ring of Protection | 12 | 15.00% | 71.4 | 58.33% | +12.74% | +8.34% | -25.00% | -2.00% | 26:12 | 13:31 | 16:09 | 24:22 | 32:47 | 42:11 | 16:38 | 12:19 |
 | Glimmer Cape | 21 | 26.25% | 69.0 | 47.62% | +0.16% | -7.62% | -27.62% | -2.71% | 29:03 | 18:39 | 24:42 | 29:08 | 32:04 | 39:01 | 07:22 | 05:27 |
 | Vladmir's Offering | 11 | 13.75% | 66.7 | 54.55% | +8.17% | +12.12% | -21.22% | -5.00% | 31:16 | 25:00 | 26:08 | 27:22 | 32:48 | 42:11 | 06:40 | 04:56 |
 | Buckler | 11 | 13.75% | 64.3 | 54.55% | +8.17% | -21.22% | -21.22% | 0.00% | 27:26 | 13:39 | 20:07 | 25:49 | 32:47 | 42:11 | 12:40 | 09:22 |
 | Morbid Mask | 11 | 13.75% | 61.9 | 54.55% | +8.17% | +12.12% | -21.22% | -4.27% | 30:29 | 24:22 | 24:58 | 26:51 | 32:47 | 42:11 | 07:49 | 05:47 |
 | Void Stone | 5 | 6.25% | 59.5 | 60.00% | +13.33% | +40.00% | -60.00% | 0.00% | 35:45 | 30:14 | 30:14 | 33:26 | 36:17 | 47:52 | 06:03 | 04:28 |
 | Ghost Scepter | 5 | 6.25% | 57.1 | 60.00% | +13.33% | -60.00% | +40.00% | 0.00% | 31:31 | 19:05 | 19:05 | 33:42 | 37:04 | 37:56 | 17:59 | 13:19 |
 | Ring of Health | 6 | 7.50% | 54.8 | 50.00% | +2.70% | 0.00% | -50.00% | -8.26% | 33:53 | 24:34 | 30:14 | 30:55 | 36:17 | 47:54 | 06:03 | 04:28 |
 | Drum of Endurance | 6 | 7.50% | 52.4 | 50.00% | +2.70% | 0.00% | -50.00% | -5.95% | 29:59 | 18:53 | 19:42 | 26:24 | 28:06 | 59:22 | 08:24 | 06:13 |
 | Wraith Pact | 6 | 7.50% | 50.0 | 50.00% | +2.70% | +50.00% | -50.00% | -11.24% | 36:30 | 28:32 | 30:41 | 31:41 | 39:35 | 50:56 | 08:54 | 06:35 |
 | Lotus Orb | 3 | 3.75% | 47.6 | 66.67% | +19.92% | +33.33% | 0.00% | 0.00% | 33:27 | 30:14 | 30:14 | 33:50 | 36:18 | 36:18 | 06:04 | 04:29 |
 | Crown | 3 | 3.75% | 45.2 | 66.67% | +19.92% | -66.67% | 0.00% | 0.00% | 28:19 | 12:22 | 12:22 | 32:16 | 40:19 | 40:19 | 27:57 | 20:42 |
 | Null Talisman | 11 | 13.75% | 42.9 | 36.36% | -12.92% | +30.31% | -36.36% | 0.00% | 00:25 | -01:30 | -01:29 | -01:29 | -01:29 | 15:05 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.25% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.25% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.25% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.25% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.25% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.25% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.25% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 00:00 | 00:00 |
 | Kaya | 1 | 1.25% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.25% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 2.50% | 19.0 | 50.00% | +2.56% | -50.00% | 0.00% | 0.00% | 23:10 | 13:33 | 13:33 | 32:47 | 32:47 | 32:47 | 19:14 | 14:14 |
 | Quelling Blade | 3 | 3.75% | 16.7 | 33.33% | -14.72% | -33.33% | 0.00% | 0.00% | 07:38 | 02:12 | 02:12 | 08:55 | 11:47 | 11:47 | 09:35 | 07:05 |
 | Blink Dagger | 1 | 1.25% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.25% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:10 | 52:10 | 52:10 | 52:10 | 52:10 | 52:10 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.25% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.25% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.25% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.25% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:33 | 56:33 | 56:33 | 56:33 | 56:33 | 56:33 | 00:00 | 00:00 |