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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 | 4 | 22.22% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 22:35 | 17:53 | 17:53 | 19:50 | 22:30 | 30:05 | 04:37 | 03:25 |
 | Fluffy Hat | 7 | 38.89% | 96.8 | 85.71% | +40.26% | -35.71% | +14.29% | 6.93% | 13:17 | 05:25 | 06:18 | 12:49 | 13:31 | 30:04 | 07:13 | 05:20 |
 | Magic Wand | 11 | 61.11% | 93.5 | 72.73% | +29.87% | -6.06% | +27.27% | 5.51% | 14:09 | 01:16 | 07:59 | 10:18 | 14:02 | 30:54 | 06:03 | 04:28 |
 | Wind Lace | 13 | 72.22% | 90.3 | 69.23% | +29.23% | -35.90% | +30.77% | 6.63% | 10:20 | -01:29 | 02:50 | 07:30 | 12:53 | 32:13 | 10:03 | 07:26 |
 | Tranquil Boots | 13 | 72.22% | 87.1 | 69.23% | +29.23% | -2.56% | -2.56% | 0.00% | 15:39 | 07:49 | 09:39 | 13:20 | 18:16 | 33:06 | 08:37 | 06:22 |
 | Blink Dagger | 13 | 72.22% | 83.9 | 69.23% | +29.23% | +30.77% | +30.77% | 0.00% | 26:29 | 16:49 | 21:31 | 23:10 | 28:06 | 47:44 | 06:35 | 04:52 |
 | Ring of Basilius | 8 | 44.44% | 80.6 | 75.00% | +25.00% | -25.00% | +25.00% | 17.65% | 09:00 | 06:58 | 07:08 | 07:49 | 09:58 | 12:15 | 02:50 | 02:05 |
 | Boots of Speed | 18 | 100.00% | 77.4 | 61.11% | +61.11% | +38.89% | -36.11% | -16.92% | 07:28 | -01:29 | 06:06 | 07:28 | 10:32 | 14:12 | 04:26 | 03:17 |
 | Crown | 3 | 16.67% | 74.2 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 13:37 | 12:16 | 12:16 | 12:19 | 16:16 | 16:16 | 04:00 | 02:57 |
 | Veil of Discord | 3 | 16.67% | 71.0 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 14:19 | 12:45 | 12:45 | 12:47 | 17:26 | 17:26 | 04:41 | 03:28 |
 | Orb of Venom | 11 | 61.11% | 67.7 | 63.64% | +6.50% | +36.36% | -30.31% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 16 | 88.89% | 64.5 | 56.25% | -43.75% | -6.25% | +18.75% | 2.71% | 08:21 | -01:29 | 02:48 | 04:52 | 12:01 | 29:18 | 09:13 | 06:49 |
 | Aghanim's Shard | 10 | 55.56% | 61.3 | 60.00% | -2.50% | -26.67% | -10.00% | 1.75% | 28:04 | 15:02 | 22:26 | 24:41 | 31:57 | 53:04 | 09:31 | 07:02 |
 | Void Stone | 4 | 22.22% | 58.1 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 36:16 | 20:39 | 20:39 | 29:40 | 37:31 | 57:15 | 16:52 | 12:29 |
 | Boots of Bearing | 2 | 11.11% | 54.8 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 31:48 | 30:10 | 30:10 | 33:26 | 33:26 | 33:26 | 03:16 | 02:25 |
 | Drum of Endurance | 2 | 11.11% | 51.6 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 25:45 | 23:49 | 23:49 | 27:40 | 27:40 | 27:40 | 03:51 | 02:51 |
 | Ring of Health | 2 | 11.11% | 48.4 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 38:57 | 20:38 | 20:38 | 57:15 | 57:15 | 57:15 | 36:37 | 27:07 |
 | Holy Locket | 1 | 5.56% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.56% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.56% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.56% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.56% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:57 | 1:08:57 | 1:08:57 | 1:08:57 | 1:08:57 | 1:08:57 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.56% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 00:00 | 00:00 |
 | Sange | 1 | 5.56% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 11.11% | 22.6 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 15:29 | 13:16 | 13:16 | 17:42 | 17:42 | 17:42 | 04:26 | 03:17 |
 | Ring of Protection | 2 | 11.11% | 19.4 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 29:27 | 15:56 | 15:56 | 42:58 | 42:58 | 42:58 | 27:02 | 20:01 |
 | Buckler | 2 | 11.11% | 19.4 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 29:27 | 15:56 | 15:56 | 42:58 | 42:58 | 42:58 | 27:02 | 20:01 |
 | Morbid Mask | 2 | 11.11% | 12.9 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 32:14 | 21:30 | 21:30 | 42:58 | 42:58 | 42:58 | 21:28 | 15:54 |
 | Vladmir's Offering | 2 | 11.11% | 9.7 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 34:54 | 26:49 | 26:49 | 42:58 | 42:58 | 42:58 | 16:09 | 11:57 |
 | Headdress | 3 | 16.67% | 6.5 | 33.33% | -33.34% | -33.33% | 0.00% | 2.65% | 03:42 | -01:29 | -01:29 | -01:29 | 14:03 | 14:03 | 15:32 | 11:30 |
 | Eul's Scepter of Divinity | 1 | 5.56% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 00:00 | 00:00 |