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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 | |
 | Silver Edge | 8 | 66.67% | 100.0 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 37:50 | 30:10 | 33:37 | 38:06 | 39:29 | 46:39 | 05:52 | 04:20 |
 | Butterfly | 2 | 16.67% | 96.7 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 41:45 | 39:44 | 39:44 | 43:46 | 43:46 | 43:46 | 04:02 | 02:59 |
 | Eye of Skadi | 2 | 16.67% | 93.3 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 40:48 | 34:41 | 34:41 | 46:55 | 46:55 | 46:55 | 12:14 | 09:03 |
 | Black King Bar | 9 | 75.00% | 90.0 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 25:39 | 21:41 | 22:44 | 25:52 | 27:57 | 29:40 | 05:13 | 03:51 |
 | Shadow Blade | 9 | 75.00% | 86.7 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 35:09 | 26:47 | 31:20 | 36:16 | 37:57 | 43:51 | 06:37 | 04:54 |
 | Crystalys | 9 | 75.00% | 83.3 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 36:49 | 29:43 | 30:23 | 37:36 | 39:18 | 46:31 | 08:55 | 06:36 |
 | Ring of Health | 7 | 58.33% | 80.0 | 57.14% | +37.14% | -7.14% | -7.14% | 0.00% | 33:38 | 21:17 | 26:15 | 34:23 | 36:10 | 48:17 | 09:55 | 07:20 |
 | Void Stone | 7 | 58.33% | 76.7 | 57.14% | +37.14% | -7.14% | -7.14% | 0.00% | 33:01 | 19:49 | 21:38 | 34:35 | 38:24 | 48:17 | 16:46 | 12:25 |
 | Linken's Sphere | 7 | 58.33% | 73.3 | 57.14% | +37.14% | -7.14% | -7.14% | 0.00% | 34:42 | 21:52 | 27:00 | 34:47 | 38:31 | 48:17 | 11:31 | 08:31 |
 | Magic Wand | 10 | 83.33% | 70.0 | 50.00% | +50.00% | +16.67% | 0.00% | -4.74% | 04:11 | -01:29 | 02:10 | 03:31 | 05:41 | 10:51 | 03:31 | 02:36 |
 | Aghanim's Shard | 11 | 91.67% | 66.7 | 45.45% | +45.45% | +21.22% | -12.12% | -18.70% | 18:52 | 15:01 | 16:02 | 16:47 | 17:49 | 39:41 | 01:47 | 01:19 |
 | Yasha | 8 | 66.67% | 63.3 | 50.00% | +25.00% | 0.00% | +50.00% | 0.00% | 25:25 | 21:22 | 21:46 | 23:42 | 26:09 | 31:34 | 04:23 | 03:14 |
 | Manta Style | 8 | 66.67% | 60.0 | 50.00% | +25.00% | 0.00% | +50.00% | 0.00% | 29:12 | 24:48 | 27:43 | 29:08 | 29:43 | 33:18 | 02:00 | 01:28 |
 | Hurricane Pike | 12 | 100.00% | 56.7 | 41.67% | +41.67% | +25.00% | -8.34% | -7.58% | 19:02 | 14:52 | 16:04 | 17:59 | 20:28 | 24:21 | 04:24 | 03:15 |
 | Fluffy Hat | 12 | 100.00% | 53.3 | 41.67% | +41.67% | +25.00% | -8.34% | -7.61% | 17:38 | 12:31 | 14:41 | 17:25 | 19:04 | 23:56 | 04:23 | 03:14 |
 | Power Treads | 12 | 100.00% | 50.0 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 08:31 | 06:43 | 06:59 | 08:11 | 08:59 | 12:19 | 02:00 | 01:28 |
 | Boots of Speed | 12 | 100.00% | 46.7 | 41.67% | +41.67% | +25.00% | -8.34% | -29.86% | 04:39 | 02:30 | 03:50 | 04:26 | 04:57 | 06:30 | 01:07 | 00:49 |
 | Force Staff | 12 | 100.00% | 43.3 | 41.67% | +41.67% | +25.00% | -8.34% | -6.78% | 18:20 | 14:19 | 15:33 | 17:25 | 20:28 | 24:14 | 04:55 | 03:38 |
 | Dragon Lance | 12 | 100.00% | 40.0 | 41.67% | +41.67% | +25.00% | -8.34% | -15.51% | 12:45 | 10:23 | 11:05 | 12:39 | 13:14 | 16:40 | 02:09 | 01:35 |
 | Magic Stick | 9 | 75.00% | 36.7 | 44.44% | +11.11% | -44.44% | +5.56% | 50.00% | 01:42 | -01:29 | -01:29 | -01:29 | 01:37 | 10:51 | 03:06 | 02:17 |
 | Wraith Band | 10 | 83.33% | 33.3 | 40.00% | -10.00% | -40.00% | +10.00% | 50.00% | 02:54 | 01:36 | 01:58 | 02:16 | 02:52 | 06:43 | 00:54 | 00:40 |
 | Swift Blink | 1 | 8.33% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 8.33% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 8.33% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Moon Shard | 1 | 8.33% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:25 | 55:25 | 55:25 | 55:25 | 55:25 | 55:25 | 00:00 | 00:00 |
 | Wind Lace | 2 | 16.67% | 16.7 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 07:10 | 07:04 | 07:04 | 07:15 | 07:15 | 07:15 | 00:11 | 00:08 |
 | Blink Dagger | 2 | 16.67% | 13.3 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 52:55 | 49:38 | 49:38 | 56:12 | 56:12 | 56:12 | 06:34 | 04:51 |
 | Quelling Blade | 2 | 16.67% | 10.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Javelin | 1 | 8.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 8.33% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 |