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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 Shard | 21 | 13.64% | 100.0 | 85.71% | +37.59% | -5.71% | -5.71% | 0.00% | 31:09 | 20:52 | 24:22 | 27:08 | 38:43 | 50:03 | 14:21 | 10:37 |
 | Aeon Disk | 38 | 24.68% | 95.2 | 71.05% | +23.64% | +18.95% | -15.49% | -4.66% | 38:34 | 27:52 | 33:58 | 37:04 | 41:21 | 53:00 | 07:23 | 05:28 |
 | Void Stone | 29 | 18.83% | 90.5 | 72.41% | +23.61% | -29.55% | +13.30% | 3.80% | 30:01 | 14:19 | 23:46 | 29:55 | 35:03 | 46:08 | 11:17 | 08:21 |
 | Fluffy Hat | 75 | 48.70% | 85.7 | 61.33% | +15.76% | +1.83% | +1.83% | 0.00% | 21:20 | 03:44 | 16:03 | 21:27 | 25:59 | 54:32 | 09:56 | 07:21 |
 | Blink Dagger | 147 | 95.45% | 81.0 | 55.10% | +40.81% | +7.06% | -9.15% | -3.62% | 20:24 | 13:10 | 17:42 | 19:50 | 22:11 | 32:35 | 04:29 | 03:19 |
 | Tranquil Boots | 146 | 94.81% | 76.2 | 54.79% | +29.79% | -3.44% | +0.77% | 1.11% | 10:00 | 03:21 | 07:03 | 08:41 | 10:51 | 32:49 | 03:48 | 02:48 |
 | Aether Lens | 25 | 16.23% | 71.4 | 68.00% | +17.61% | -18.00% | +15.33% | 0.00% | 31:18 | 18:40 | 25:09 | 31:30 | 36:58 | 46:08 | 11:49 | 08:45 |
 | Wind Lace | 148 | 96.10% | 66.7 | 54.05% | +20.72% | +2.71% | +2.71% | 0.00% | 07:11 | -01:29 | 04:35 | 06:43 | 09:06 | 27:57 | 04:31 | 03:20 |
 | Boots of Speed | 154 | 100.00% | 61.9 | 53.25% | +53.25% | +5.72% | -8.51% | -3.01% | 04:11 | -01:29 | 02:14 | 04:42 | 06:58 | 14:15 | 04:44 | 03:30 |
 | Glimmer Cape | 8 | 5.19% | 57.1 | 87.50% | +36.13% | +12.50% | -37.50% | 0.00% | 30:47 | 24:12 | 27:48 | 29:54 | 33:57 | 35:37 | 06:09 | 04:33 |
 | Magic Stick | 142 | 92.21% | 52.4 | 53.52% | +3.52% | +2.04% | +0.77% | -0.22% | 03:37 | -01:30 | -01:29 | 02:24 | 07:18 | 21:35 | 08:47 | 06:30 |
 | Force Staff | 43 | 27.92% | 47.6 | 60.47% | +10.02% | +12.26% | -5.92% | -2.83% | 32:34 | 18:41 | 28:19 | 30:58 | 34:44 | 54:32 | 06:25 | 04:45 |
 | Magic Wand | 77 | 50.00% | 42.9 | 54.55% | +2.60% | +3.34% | +3.34% | 0.00% | 11:54 | 00:59 | 07:50 | 10:57 | 14:33 | 27:12 | 06:43 | 04:58 |
 | Ghost Scepter | 16 | 10.39% | 38.1 | 68.75% | +17.30% | +6.25% | -18.75% | 0.00% | 32:33 | 22:34 | 25:27 | 31:07 | 36:14 | 47:23 | 10:47 | 07:59 |
 | Eul's Scepter of Divinity | 4 | 2.60% | 33.3 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 27:02 | 22:50 | 22:50 | 23:27 | 29:55 | 31:54 | 07:05 | 05:14 |
 | Shadow Blade | 4 | 2.60% | 28.6 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 35:36 | 29:46 | 29:46 | 33:46 | 34:08 | 44:44 | 04:22 | 03:14 |
 | Arcane Boots | 6 | 3.90% | 23.8 | 50.00% | -3.38% | 0.00% | +50.00% | 0.00% | 20:40 | 08:45 | 17:25 | 18:17 | 28:11 | 28:56 | 10:46 | 07:58 |
 | Octarine Core | 1 | 0.65% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:27 | 46:27 | 46:27 | 46:27 | 46:27 | 46:27 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.65% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |
 | Quelling Blade | 4 | 2.60% | 9.5 | 25.00% | -29.00% | +75.00% | -25.00% | 0.00% | 12:20 | 04:49 | 04:49 | 12:18 | 15:32 | 16:41 | 10:43 | 07:56 |
 | Ring of Protection | 1 | 0.65% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |