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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 | |
 | Magic Wand | 15 | 57.69% | 100.0 | 60.00% | +32.73% | +15.00% | -10.00% | -8.72% | 07:04 | 01:50 | 04:11 | 05:20 | 07:03 | 20:33 | 02:52 | 02:07 |
 | Force Staff | 11 | 42.31% | 96.7 | 63.64% | +30.31% | +3.03% | -30.31% | -8.00% | 28:06 | 19:31 | 24:34 | 28:11 | 28:44 | 41:42 | 04:10 | 03:05 |
 | Void Stone | 9 | 34.62% | 93.3 | 66.67% | +31.38% | -16.67% | -66.67% | -3.26% | 25:26 | 12:57 | 13:31 | 25:23 | 28:51 | 52:05 | 15:20 | 11:21 |
 | Aether Lens | 7 | 26.92% | 90.0 | 71.43% | +34.59% | -21.43% | -21.43% | 0.00% | 23:17 | 16:28 | 17:50 | 22:59 | 25:39 | 29:57 | 07:49 | 05:47 |
 | Arcane Boots | 16 | 61.54% | 86.7 | 56.25% | +26.25% | -31.25% | +18.75% | 11.49% | 16:10 | 09:19 | 13:03 | 14:45 | 17:24 | 33:08 | 04:21 | 03:13 |
 | Magic Stick | 21 | 80.77% | 83.3 | 52.38% | +32.38% | +27.62% | -12.38% | -11.01% | 03:31 | -01:29 | -01:29 | 01:47 | 05:07 | 21:18 | 06:36 | 04:53 |
 | Fluffy Hat | 12 | 46.15% | 80.0 | 58.33% | +22.62% | -58.33% | +41.67% | 9.15% | 20:08 | 05:02 | 14:36 | 17:49 | 25:32 | 29:56 | 10:56 | 08:05 |
 | Boots of Speed | 26 | 100.00% | 76.7 | 46.15% | +46.15% | -3.29% | +3.85% | 1.58% | 07:24 | -01:29 | 05:07 | 08:05 | 09:38 | 20:46 | 04:31 | 03:20 |
 | Ghost Scepter | 9 | 34.62% | 73.3 | 55.56% | +14.38% | -5.56% | -55.56% | -3.34% | 32:24 | 19:53 | 21:40 | 34:34 | 36:38 | 46:20 | 14:58 | 11:05 |
 | Null Talisman | 14 | 53.85% | 70.0 | 42.86% | -7.14% | -42.86% | +23.81% | 20.62% | 06:24 | 01:08 | 03:40 | 04:46 | 06:54 | 21:05 | 03:14 | 02:23 |
 | Wind Lace | 5 | 19.23% | 66.7 | 60.00% | +17.14% | +40.00% | +40.00% | 0.00% | 15:34 | 02:55 | 02:55 | 09:29 | 25:41 | 33:24 | 22:46 | 16:51 |
 | Tranquil Boots | 5 | 19.23% | 63.3 | 60.00% | +17.14% | -60.00% | +40.00% | 0.00% | 24:18 | 10:40 | 10:40 | 26:19 | 27:07 | 34:33 | 16:27 | 12:11 |
 | Crown | 9 | 34.62% | 60.0 | 44.44% | -2.62% | +5.56% | +5.56% | 0.00% | 11:08 | -01:29 | 08:18 | 12:27 | 13:34 | 16:07 | 05:16 | 03:54 |
 | Ring of Basilius | 6 | 23.08% | 56.7 | 50.00% | +5.00% | 0.00% | +50.00% | 22.22% | 11:53 | 10:08 | 10:45 | 11:14 | 13:00 | 13:58 | 02:15 | 01:40 |
 | Aeon Disk | 3 | 11.54% | 53.3 | 66.67% | +23.19% | -66.67% | 0.00% | 0.00% | 37:59 | 34:10 | 34:10 | 34:54 | 44:54 | 44:54 | 10:44 | 07:57 |
 | Rod of Atos | 4 | 15.38% | 50.0 | 50.00% | +4.55% | -50.00% | -50.00% | 0.00% | 18:12 | 11:58 | 11:58 | 18:02 | 20:01 | 22:45 | 08:03 | 05:57 |
 | Wraith Pact | 1 | 3.85% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Buckler | 1 | 3.85% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.85% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.85% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 3.85% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:02 | 14:02 | 14:02 | 14:02 | 14:02 | 14:02 | 00:00 | 00:00 |
 | Veil of Discord | 5 | 19.23% | 30.0 | 40.00% | -7.62% | +60.00% | -40.00% | 0.00% | 16:16 | 14:28 | 14:28 | 16:35 | 16:59 | 18:21 | 02:31 | 01:51 |
 | Glimmer Cape | 5 | 19.23% | 26.7 | 40.00% | -7.62% | -40.00% | -40.00% | 0.00% | 31:54 | 23:44 | 23:44 | 34:43 | 36:54 | 38:32 | 13:10 | 09:45 |
 | Blink Dagger | 6 | 23.08% | 23.3 | 33.33% | -16.67% | -33.33% | +66.67% | 21.35% | 26:09 | 21:23 | 24:03 | 24:48 | 28:44 | 30:43 | 04:41 | 03:28 |
 | Scythe of Vyse | 2 | 7.69% | 20.0 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 45:10 | 37:57 | 37:57 | 52:23 | 52:23 | 52:23 | 14:26 | 10:41 |
 | Aghanim's Scepter | 3 | 11.54% | 16.7 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 41:54 | 30:56 | 30:56 | 45:50 | 48:55 | 48:55 | 17:59 | 13:19 |
 | Quelling Blade | 1 | 3.85% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 00:00 | 00:00 |
 | Bracer | 1 | 3.85% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 00:00 | 00:00 |
 | Kaya | 2 | 7.69% | 6.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 56:23 | 52:32 | 52:32 | 60:14 | 60:14 | 60:14 | 07:42 | 05:42 |
 | Aghanim's Shard | 2 | 7.69% | 3.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 42:34 | 38:52 | 38:52 | 46:16 | 46:16 | 46:16 | 07:24 | 05:28 |