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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 | |
 | Aghanim's Scepter | 9 | 52.94% | 100.0 | 55.56% | +43.06% | +44.44% | +44.44% | 0.00% | 33:12 | 27:28 | 29:21 | 30:42 | 32:21 | 48:02 | 03:00 | 02:13 |
 | Aghanim's Shard | 10 | 58.82% | 96.9 | 50.00% | +35.71% | -16.67% | 0.00% | 2.18% | 26:03 | 21:39 | 22:56 | 23:46 | 30:34 | 32:02 | 07:38 | 05:39 |
 | Chainmail | 14 | 82.35% | 93.8 | 42.86% | +42.86% | +32.14% | -9.53% | -15.72% | 08:51 | 05:52 | 07:28 | 09:13 | 10:07 | 11:10 | 02:39 | 01:57 |
 | Phase Boots | 14 | 82.35% | 90.6 | 42.86% | +42.86% | +7.14% | -9.53% | -8.00% | 09:53 | 07:35 | 08:56 | 10:04 | 11:01 | 11:38 | 02:05 | 01:32 |
 | Quelling Blade | 17 | 100.00% | 87.5 | 35.29% | +35.29% | +14.71% | -35.29% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Boots of Speed | 17 | 100.00% | 84.4 | 35.29% | +35.29% | +14.71% | -10.29% | -9.87% | 05:10 | 01:05 | 04:01 | 05:01 | 06:33 | 07:32 | 02:32 | 01:52 |
 | Magic Stick | 17 | 100.00% | 81.3 | 35.29% | +35.29% | -10.29% | +14.71% | 7.85% | 04:33 | 02:05 | 02:30 | 03:41 | 05:41 | 11:36 | 03:11 | 02:21 |
 | Magic Wand | 17 | 100.00% | 78.1 | 35.29% | +35.29% | -10.29% | +14.71% | 4.85% | 07:48 | 03:26 | 04:43 | 07:09 | 09:52 | 15:14 | 05:09 | 03:48 |
 | Bottle | 17 | 100.00% | 75.0 | 35.29% | +35.29% | +14.71% | +14.71% | 0.00% | 01:43 | 00:36 | 01:19 | 01:36 | 01:39 | 05:18 | 00:20 | 00:14 |
 | Orb of Corrosion | 13 | 76.47% | 71.9 | 38.46% | +13.46% | -5.13% | -38.46% | -6.23% | 08:19 | 03:50 | 04:47 | 06:37 | 10:08 | 15:31 | 05:21 | 03:57 |
 | Orb of Venom | 13 | 76.47% | 68.8 | 38.46% | +13.46% | -5.13% | -38.46% | -6.19% | 07:41 | 03:09 | 04:16 | 06:35 | 09:39 | 15:13 | 05:23 | 03:59 |
 | Fluffy Hat | 13 | 76.47% | 65.6 | 38.46% | +13.46% | -5.13% | -38.46% | -6.19% | 07:53 | 03:18 | 04:16 | 06:35 | 09:39 | 15:13 | 05:23 | 03:59 |
 | Black King Bar | 15 | 88.24% | 62.5 | 33.33% | -16.67% | +16.67% | -8.33% | -9.93% | 21:20 | 17:33 | 19:34 | 20:31 | 22:05 | 26:53 | 02:31 | 01:51 |
 | Void Stone | 3 | 17.65% | 59.4 | 66.67% | +38.10% | +33.33% | 0.00% | 0.00% | 32:06 | 23:36 | 23:36 | 33:06 | 39:36 | 39:36 | 16:00 | 11:51 |
 | Ring of Health | 3 | 17.65% | 56.3 | 66.67% | +38.10% | +33.33% | 0.00% | 0.00% | 32:00 | 23:36 | 23:36 | 32:49 | 39:36 | 39:36 | 16:00 | 11:51 |
 | Blight Stone | 16 | 94.12% | 53.1 | 31.25% | -68.75% | +18.75% | -31.25% | -50.00% | 02:58 | 01:48 | 02:12 | 02:42 | 02:56 | 05:31 | 00:44 | 00:32 |
 | Maelstrom | 11 | 64.71% | 50.0 | 36.36% | +3.03% | -3.03% | -3.03% | 0.00% | 17:12 | 12:12 | 13:49 | 15:44 | 17:01 | 25:49 | 03:12 | 02:22 |
 | Javelin | 12 | 70.59% | 46.9 | 33.33% | -6.67% | 0.00% | 0.00% | 0.00% | 14:57 | 08:30 | 10:09 | 12:09 | 18:11 | 25:38 | 08:02 | 05:57 |
 | Refresher Orb | 1 | 5.88% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:36 | 39:36 | 39:36 | 39:36 | 39:36 | 39:36 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 5.88% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 00:00 | 00:00 |
 | Sange | 1 | 5.88% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Kaya | 1 | 5.88% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 00:00 | 00:00 |
 | Crown | 2 | 11.76% | 31.3 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 29:50 | 25:53 | 25:53 | 33:47 | 33:47 | 33:47 | 07:54 | 05:51 |
 | Gleipnir | 2 | 11.76% | 28.1 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 31:09 | 27:59 | 27:59 | 34:19 | 34:19 | 34:19 | 06:20 | 04:41 |
 | Wind Lace | 2 | 11.76% | 25.0 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 11:34 | 06:16 | 06:16 | 16:51 | 16:51 | 16:51 | 10:35 | 07:50 |
 | Rod of Atos | 2 | 11.76% | 21.9 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 30:44 | 27:40 | 27:40 | 33:48 | 33:48 | 33:48 | 06:08 | 04:32 |
 | Linken's Sphere | 2 | 11.76% | 18.8 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 31:32 | 29:39 | 29:39 | 33:25 | 33:25 | 33:25 | 03:46 | 02:47 |
 | Soul Ring | 1 | 5.88% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 |
 | Wraith Band | 1 | 5.88% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:16 | 03:16 | 03:16 | 03:16 | 03:16 | 03:16 | 00:00 | 00:00 |
 | Power Treads | 1 | 5.88% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.88% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:13 | 08:13 | 08:13 | 08:13 | 08:13 | 08:13 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 11.76% | 3.1 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 35:42 | 29:03 | 29:03 | 42:21 | 42:21 | 42:21 | 13:18 | 09:51 |