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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 | |
 | Boots of Speed | 23 | 100.00% | 100.0 | 43.48% | +43.48% | +39.85% | -26.81% | -11.20% | 05:40 | -01:30 | 02:22 | 07:03 | 08:19 | 13:34 | 05:57 | 04:24 |
 | Wind Lace | 20 | 86.96% | 96.7 | 45.00% | +11.67% | -5.00% | +15.00% | 2.36% | 08:01 | -01:29 | -01:29 | 03:44 | 09:58 | 41:59 | 11:27 | 08:28 |
 | Magic Stick | 21 | 91.30% | 93.3 | 42.86% | -7.14% | +17.14% | -22.86% | -9.68% | 02:59 | -01:29 | -01:29 | 02:43 | 05:37 | 10:46 | 07:06 | 05:15 |
 | Blink Dagger | 9 | 39.13% | 90.0 | 55.56% | +19.85% | +44.44% | -55.56% | -8.97% | 26:52 | 15:54 | 19:51 | 24:34 | 31:00 | 41:16 | 11:09 | 08:15 |
 | Crown | 9 | 39.13% | 86.7 | 55.56% | +19.85% | -5.56% | -5.56% | 0.00% | 26:24 | 12:20 | 17:28 | 26:18 | 29:59 | 41:59 | 12:31 | 09:16 |
 | Arcane Boots | 9 | 39.13% | 83.3 | 55.56% | +19.85% | +44.44% | -5.56% | -6.83% | 12:01 | 07:05 | 07:36 | 11:59 | 14:55 | 17:23 | 07:19 | 05:25 |
 | Solar Crest | 9 | 39.13% | 80.0 | 55.56% | +19.85% | -5.56% | -5.56% | 0.00% | 27:44 | 15:09 | 18:42 | 26:47 | 33:41 | 42:00 | 14:59 | 11:05 |
 | Magic Wand | 18 | 78.26% | 76.7 | 44.44% | +4.44% | +35.56% | +5.56% | -10.84% | 12:49 | 07:33 | 10:16 | 11:56 | 13:02 | 25:37 | 02:46 | 02:02 |
 | Blight Stone | 12 | 52.17% | 73.3 | 50.00% | +13.64% | -16.67% | -16.67% | 0.00% | 22:35 | 03:51 | 13:21 | 25:19 | 26:48 | 41:59 | 13:27 | 09:57 |
 | Headdress | 12 | 52.17% | 70.0 | 50.00% | +13.64% | +50.00% | +16.67% | -5.62% | 17:08 | 11:02 | 12:18 | 16:09 | 18:14 | 28:05 | 05:56 | 04:23 |
 | Holy Locket | 12 | 52.17% | 66.7 | 50.00% | +13.64% | +16.67% | -16.67% | -6.16% | 22:23 | 14:03 | 19:43 | 20:42 | 25:08 | 30:04 | 05:25 | 04:00 |
 | Chainmail | 12 | 52.17% | 63.3 | 50.00% | +13.64% | -16.67% | -16.67% | 0.00% | 22:23 | 05:54 | 12:36 | 25:19 | 26:47 | 41:59 | 14:11 | 10:30 |
 | Medallion of Courage | 12 | 52.17% | 60.0 | 50.00% | +13.64% | -16.67% | -16.67% | 0.00% | 22:56 | 06:29 | 13:29 | 25:19 | 26:48 | 41:59 | 13:19 | 09:51 |
 | Fluffy Hat | 13 | 56.52% | 56.7 | 46.15% | +6.15% | +53.85% | -46.15% | -18.81% | 16:17 | 08:24 | 12:07 | 13:17 | 17:26 | 42:39 | 05:19 | 03:56 |
 | Tranquil Boots | 14 | 60.87% | 53.3 | 35.71% | -19.85% | -10.71% | -35.71% | -8.67% | 15:46 | 06:12 | 09:32 | 11:26 | 12:25 | 48:13 | 02:53 | 02:08 |
 | Ring of Basilius | 7 | 30.43% | 50.0 | 42.86% | -0.89% | -42.86% | +7.14% | 0.00% | 05:09 | 00:51 | 02:01 | 04:52 | 06:26 | 09:58 | 04:25 | 03:16 |
 | Ring of Health | 4 | 17.39% | 46.7 | 50.00% | +7.89% | +50.00% | -50.00% | 0.00% | 44:07 | 27:55 | 27:55 | 36:49 | 53:42 | 58:02 | 25:47 | 19:05 |
 | Void Stone | 4 | 17.39% | 43.3 | 50.00% | +7.89% | +50.00% | -50.00% | 0.00% | 44:07 | 27:56 | 27:56 | 36:49 | 53:42 | 58:02 | 25:46 | 19:05 |
 | Orb of Venom | 4 | 17.39% | 40.0 | 50.00% | +7.89% | -50.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 4.35% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 8.70% | 33.3 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 33:55 | 22:53 | 22:53 | 44:57 | 44:57 | 44:57 | 22:04 | 16:20 |
 | Glimmer Cape | 2 | 8.70% | 30.0 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 35:08 | 32:43 | 32:43 | 37:32 | 37:32 | 37:32 | 04:49 | 03:34 |
 | Lotus Orb | 3 | 13.04% | 26.7 | 33.33% | -11.67% | +66.67% | 0.00% | 0.00% | 41:17 | 28:59 | 28:59 | 36:50 | 58:03 | 58:03 | 29:04 | 21:31 |
 | Aghanim's Shard | 5 | 21.74% | 23.3 | 20.00% | -30.00% | -20.00% | -20.00% | 0.00% | 38:12 | 20:43 | 20:43 | 35:48 | 49:25 | 1:02:54 | 28:42 | 21:15 |
 | Force Staff | 2 | 8.70% | 20.0 | 0.00% | -47.62% | 0.00% | 0.00% | 0.00% | 34:31 | 26:23 | 26:23 | 42:39 | 42:39 | 42:39 | 16:16 | 12:02 |
 | Buckler | 1 | 4.35% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 4.35% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:23 | 49:23 | 49:23 | 49:23 | 49:23 | 49:23 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.35% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 4.35% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:23 | 04:23 | 04:23 | 04:23 | 04:23 | 04:23 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.35% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:48 | 1:05:48 | 1:05:48 | 1:05:48 | 1:05:48 | 1:05:48 | 00:00 | 00:00 |