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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 | |
 | Black King Bar | 6 | 40.00% | 100.0 | 66.67% | +44.45% | +33.33% | +33.33% | 0.00% | 21:28 | 17:52 | 19:05 | 19:35 | 24:11 | 26:18 | 05:06 | 03:46 |
 | Aghanim's Shard | 10 | 66.67% | 95.7 | 50.00% | +30.00% | -16.67% | +50.00% | 12.86% | 21:14 | 15:00 | 17:05 | 20:38 | 22:16 | 35:35 | 05:11 | 03:50 |
 | Quelling Blade | 15 | 100.00% | 91.3 | 40.00% | +40.00% | -40.00% | +35.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Blink Dagger | 15 | 100.00% | 87.0 | 40.00% | +40.00% | +35.00% | +10.00% | -11.11% | 10:03 | 07:33 | 08:41 | 09:53 | 10:56 | 12:36 | 02:15 | 01:40 |
 | Boots of Speed | 15 | 100.00% | 82.6 | 40.00% | +40.00% | +10.00% | +10.00% | 0.00% | 04:03 | 02:24 | 02:45 | 04:10 | 04:30 | 06:35 | 01:45 | 01:17 |
 | Bracer | 9 | 60.00% | 78.3 | 44.44% | +11.11% | -44.44% | +5.56% | 50.00% | 03:32 | 01:52 | 02:08 | 02:42 | 03:04 | 11:20 | 00:56 | 00:41 |
 | Magic Stick | 14 | 93.33% | 73.9 | 35.71% | -64.29% | +14.29% | -35.71% | -13.64% | 02:52 | -01:29 | -01:09 | 02:40 | 04:49 | 10:41 | 05:58 | 04:25 |
 | Kaya | 3 | 20.00% | 69.6 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 25:23 | 23:38 | 23:38 | 24:28 | 28:02 | 28:02 | 04:24 | 03:15 |
 | Tranquil Boots | 3 | 20.00% | 65.2 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 07:37 | 04:53 | 04:53 | 08:02 | 09:55 | 09:55 | 05:02 | 03:43 |
 | Eul's Scepter of Divinity | 7 | 46.67% | 60.9 | 42.86% | +5.36% | +7.14% | +7.14% | 0.00% | 19:25 | 15:44 | 17:32 | 18:55 | 20:24 | 22:39 | 02:52 | 02:07 |
 | Void Stone | 7 | 46.67% | 56.5 | 42.86% | +5.36% | +7.14% | +57.14% | 18.52% | 18:51 | 14:34 | 17:26 | 18:55 | 20:08 | 21:51 | 02:42 | 02:00 |
 | Bottle | 8 | 53.33% | 52.2 | 37.50% | -5.36% | +62.50% | +12.50% | -50.00% | 01:31 | 01:07 | 01:11 | 01:32 | 01:33 | 02:05 | 00:22 | 00:16 |
 | Wind Lace | 10 | 66.67% | 47.8 | 30.00% | -30.00% | +3.33% | -30.00% | -4.53% | 10:45 | 04:26 | 06:05 | 10:14 | 13:26 | 21:15 | 07:21 | 05:26 |
 | Magic Wand | 11 | 73.33% | 43.5 | 27.27% | -47.73% | +39.40% | -27.27% | -9.41% | 08:17 | 03:54 | 04:59 | 06:44 | 12:04 | 12:57 | 07:05 | 05:14 |
 | Soul Ring | 1 | 6.67% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 6.67% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 13.33% | 30.4 | 50.00% | +11.54% | -50.00% | 0.00% | 0.00% | 32:35 | 28:01 | 28:01 | 37:08 | 37:08 | 37:08 | 09:07 | 06:45 |
 | Ring of Protection | 2 | 13.33% | 26.1 | 50.00% | +11.54% | -50.00% | 0.00% | 0.00% | 03:39 | -01:29 | -01:29 | 08:47 | 08:47 | 08:47 | 10:16 | 07:36 |
 | Ring of Health | 3 | 20.00% | 21.7 | 33.33% | -8.34% | -33.33% | 0.00% | 0.00% | 32:30 | 27:47 | 27:47 | 32:43 | 37:00 | 37:00 | 09:13 | 06:49 |
 | Force Staff | 1 | 6.67% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 6.67% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 6.67% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 6.67% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 00:00 | 00:00 |