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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 | |
 | Null Talisman | 16 | 72.73% | 100.0 | 75.00% | +41.67% | +25.00% | 0.00% | -12.20% | 03:47 | -00:29 | 02:49 | 03:38 | 04:52 | 07:20 | 02:03 | 01:31 |
 | Blink Dagger | 18 | 81.82% | 96.9 | 72.22% | +47.22% | +7.78% | +2.78% | -1.72% | 25:50 | 16:25 | 24:21 | 25:36 | 27:15 | 32:21 | 02:54 | 02:08 |
 | Javelin | 20 | 90.91% | 93.8 | 65.00% | +15.00% | -5.00% | -5.00% | 0.00% | 07:37 | 04:08 | 06:43 | 07:09 | 08:04 | 11:22 | 01:21 | 01:00 |
 | Maelstrom | 20 | 90.91% | 90.6 | 65.00% | +15.00% | -5.00% | -5.00% | 0.00% | 13:03 | 10:09 | 12:07 | 12:36 | 13:31 | 16:54 | 01:24 | 01:02 |
 | Boots of Speed | 22 | 100.00% | 87.5 | 63.64% | +63.64% | +3.03% | +16.36% | 5.26% | 05:06 | -01:29 | 03:43 | 04:46 | 06:15 | 09:13 | 02:32 | 01:52 |
 | Black King Bar | 21 | 95.45% | 84.4 | 61.90% | -38.10% | -1.90% | -1.90% | 0.00% | 21:24 | 17:51 | 19:43 | 21:13 | 22:37 | 27:34 | 02:54 | 02:08 |
 | Bottle | 21 | 95.45% | 81.3 | 61.90% | -38.10% | -1.90% | +18.10% | 20.00% | 01:31 | 01:00 | 01:09 | 01:23 | 01:48 | 02:29 | 00:39 | 00:28 |
 | Magic Stick | 19 | 86.36% | 78.1 | 57.89% | -42.11% | +2.11% | -17.89% | -9.09% | 04:33 | 01:44 | 02:26 | 04:08 | 04:38 | 11:11 | 02:12 | 01:37 |
 | Daedalus | 5 | 22.73% | 75.0 | 80.00% | +21.18% | +20.00% | +20.00% | 0.00% | 35:14 | 29:28 | 29:28 | 36:16 | 38:38 | 40:17 | 09:10 | 06:47 |
 | Magic Wand | 18 | 81.82% | 71.9 | 55.56% | -44.44% | -15.56% | +19.44% | 10.45% | 06:46 | 03:40 | 04:50 | 05:43 | 08:11 | 13:33 | 03:21 | 02:28 |
 | Ring of Health | 7 | 31.82% | 68.8 | 71.43% | +11.43% | -21.43% | -21.43% | 0.00% | 37:33 | 31:05 | 32:58 | 33:32 | 42:07 | 45:24 | 09:09 | 06:46 |
 | Void Stone | 7 | 31.82% | 65.6 | 71.43% | +11.43% | -21.43% | -21.43% | 0.00% | 37:38 | 31:17 | 32:58 | 33:32 | 42:33 | 45:24 | 09:35 | 07:05 |
 | Crystalys | 8 | 36.36% | 62.5 | 62.50% | -1.79% | +37.50% | -62.50% | -11.24% | 31:24 | 21:13 | 24:24 | 27:09 | 33:18 | 47:46 | 08:54 | 06:35 |
 | Linken's Sphere | 6 | 27.27% | 59.4 | 66.67% | +4.17% | -16.67% | -66.67% | -5.23% | 36:57 | 31:17 | 33:00 | 33:09 | 42:34 | 48:12 | 09:34 | 07:05 |
 | Aghanim's Shard | 4 | 18.18% | 56.3 | 75.00% | +13.89% | +25.00% | -75.00% | -8.63% | 32:04 | 21:53 | 21:53 | 30:55 | 33:28 | 42:01 | 11:35 | 08:34 |
 | Aeon Disk | 2 | 9.09% | 53.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 40:30 | 34:11 | 34:11 | 46:48 | 46:48 | 46:48 | 12:37 | 09:20 |
 | Power Treads | 4 | 18.18% | 50.0 | 50.00% | -16.67% | -50.00% | +50.00% | 32.26% | 10:03 | 08:03 | 08:03 | 09:12 | 11:09 | 11:48 | 03:06 | 02:17 |
 | Refresher Orb | 1 | 4.55% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 4.55% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 00:00 | 00:00 |
 | Skull Basher | 1 | 4.55% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 4.55% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.55% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 4.55% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 4.55% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 00:00 | 00:00 |
 | Aether Lens | 1 | 4.55% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:01 | 43:01 | 43:01 | 43:01 | 43:01 | 43:01 | 00:00 | 00:00 |
 | Octarine Core | 1 | 4.55% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 00:00 | 00:00 |
 | Blight Stone | 1 | 4.55% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:09 | 03:09 | 03:09 | 03:09 | 03:09 | 03:09 | 00:00 | 00:00 |
 | Wind Lace | 1 | 4.55% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 00:00 | 00:00 |
 | Silver Edge | 1 | 4.55% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Nullifier | 2 | 9.09% | 9.4 | 50.00% | -15.00% | -50.00% | 0.00% | 0.00% | 31:16 | 30:25 | 30:25 | 32:07 | 32:07 | 32:07 | 01:42 | 01:15 |
 | Helm of Iron Will | 2 | 9.09% | 6.3 | 50.00% | -15.00% | -50.00% | 0.00% | 0.00% | 28:24 | 25:36 | 25:36 | 31:11 | 31:11 | 31:11 | 05:35 | 04:08 |
 | Monkey King Bar | 2 | 9.09% | 3.1 | 50.00% | -15.00% | +50.00% | 0.00% | 0.00% | 32:38 | 28:34 | 28:34 | 36:42 | 36:42 | 36:42 | 08:08 | 06:01 |