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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 | |
 | Eye of Skadi | 5 | 23.81% | 100.0 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 38:06 | 30:48 | 30:48 | 38:32 | 43:13 | 47:07 | 12:25 | 09:11 |
 | Blink Dagger | 4 | 19.05% | 97.1 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 40:12 | 30:20 | 30:20 | 36:28 | 44:37 | 49:23 | 14:17 | 10:34 |
 | Linken's Sphere | 6 | 28.57% | 94.3 | 83.33% | +50.00% | -33.33% | +16.67% | 0.00% | 37:57 | 28:44 | 29:57 | 33:51 | 42:02 | 51:49 | 12:05 | 08:57 |
 | Ring of Health | 6 | 28.57% | 91.4 | 83.33% | +50.00% | -33.33% | +16.67% | 0.00% | 37:36 | 28:43 | 29:57 | 33:04 | 42:02 | 51:16 | 12:05 | 08:57 |
 | Void Stone | 6 | 28.57% | 88.6 | 83.33% | +50.00% | -33.33% | +16.67% | 0.00% | 37:37 | 28:44 | 29:57 | 33:04 | 42:02 | 51:17 | 12:05 | 08:57 |
 | Magic Wand | 10 | 47.62% | 85.7 | 70.00% | +42.73% | -3.33% | -20.00% | -1.93% | 10:04 | 03:59 | 05:23 | 09:51 | 14:00 | 17:12 | 08:37 | 06:22 |
 | Swift Blink | 3 | 14.29% | 82.9 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 48:08 | 39:27 | 39:27 | 50:27 | 54:31 | 54:31 | 15:04 | 11:09 |
 | Satanic | 3 | 14.29% | 80.0 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 43:29 | 26:45 | 26:45 | 44:57 | 58:46 | 58:46 | 32:01 | 23:42 |
 | Silver Edge | 5 | 23.81% | 77.1 | 80.00% | +42.50% | +20.00% | -80.00% | 0.00% | 32:45 | 26:15 | 26:15 | 33:17 | 35:01 | 36:26 | 08:46 | 06:29 |
 | Shadow Blade | 7 | 33.33% | 74.3 | 71.43% | +35.72% | +28.57% | -21.43% | 0.00% | 32:18 | 26:15 | 31:43 | 32:23 | 33:04 | 36:14 | 01:21 | 01:00 |
 | Magic Stick | 12 | 57.14% | 71.4 | 58.33% | +25.00% | +8.34% | +8.34% | 0.00% | 02:00 | -01:29 | -01:29 | -01:28 | 01:41 | 16:59 | 03:10 | 02:20 |
 | Fluffy Hat | 20 | 95.24% | 68.6 | 50.00% | +50.00% | +10.00% | +10.00% | 0.00% | 19:06 | 13:32 | 16:06 | 18:28 | 20:43 | 26:59 | 04:37 | 03:25 |
 | Hurricane Pike | 20 | 95.24% | 65.7 | 50.00% | +50.00% | +10.00% | +10.00% | 0.00% | 20:41 | 15:56 | 16:57 | 20:15 | 22:21 | 28:37 | 05:24 | 04:00 |
 | Force Staff | 20 | 95.24% | 62.9 | 50.00% | +50.00% | +10.00% | +10.00% | 0.00% | 20:08 | 15:33 | 16:41 | 19:30 | 21:31 | 28:10 | 04:50 | 03:34 |
 | Mjollnir | 10 | 47.62% | 60.0 | 60.00% | +23.64% | +6.67% | +40.00% | 3.25% | 27:59 | 19:58 | 23:12 | 26:38 | 33:27 | 35:16 | 10:15 | 07:35 |
 | Power Treads | 21 | 100.00% | 57.1 | 47.62% | +47.62% | +12.38% | +32.38% | 8.70% | 07:05 | 04:35 | 05:52 | 06:57 | 08:10 | 09:50 | 02:18 | 01:42 |
 | Dragon Lance | 21 | 100.00% | 54.3 | 47.62% | +47.62% | +12.38% | -7.62% | -4.80% | 14:57 | 11:04 | 12:35 | 14:30 | 16:45 | 18:50 | 04:10 | 03:05 |
 | Boots of Speed | 21 | 100.00% | 51.4 | 47.62% | +47.62% | -7.62% | +12.38% | 6.90% | 04:41 | 02:13 | 02:58 | 04:33 | 05:52 | 09:25 | 02:54 | 02:08 |
 | Black King Bar | 13 | 61.90% | 48.6 | 53.85% | +16.35% | +12.82% | -20.52% | -9.35% | 25:36 | 22:34 | 23:39 | 25:25 | 27:13 | 30:41 | 03:34 | 02:38 |
 | Javelin | 11 | 52.38% | 45.7 | 54.55% | +14.55% | +12.12% | +12.12% | 0.00% | 11:39 | 06:34 | 08:09 | 11:04 | 13:31 | 20:00 | 05:22 | 03:58 |
 | Maelstrom | 11 | 52.38% | 42.9 | 54.55% | +14.55% | +12.12% | +12.12% | 0.00% | 13:27 | 09:56 | 11:05 | 12:40 | 14:41 | 20:13 | 03:36 | 02:40 |
 | Morbid Mask | 11 | 52.38% | 40.0 | 54.55% | +14.55% | -21.22% | +12.12% | 6.08% | 17:11 | 07:22 | 09:33 | 11:41 | 15:02 | 58:17 | 05:29 | 04:03 |
 | Wraith Band | 20 | 95.24% | 37.1 | 45.00% | -55.00% | -5.00% | -5.00% | 0.00% | 02:19 | 01:09 | 01:34 | 01:44 | 02:38 | 06:09 | 01:04 | 00:47 |
 | Monkey King Bar | 2 | 9.52% | 34.3 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 42:01 | 39:27 | 39:27 | 44:34 | 44:34 | 44:34 | 05:07 | 03:47 |
 | Crystalys | 11 | 52.38% | 31.4 | 45.45% | -4.55% | +21.22% | -45.45% | -11.02% | 29:07 | 18:47 | 24:56 | 29:51 | 30:59 | 37:33 | 06:03 | 04:28 |
 | Mask of Madness | 9 | 42.86% | 28.6 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 12:15 | 09:02 | 09:06 | 11:29 | 13:24 | 18:20 | 04:18 | 03:11 |
 | Quelling Blade | 8 | 38.10% | 25.7 | 37.50% | -16.35% | -37.50% | +62.50% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Bottle | 1 | 4.76% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:09 | 50:09 | 50:09 | 50:09 | 50:09 | 50:09 | 00:00 | 00:00 |
 | Butterfly | 1 | 4.76% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Wind Lace | 1 | 4.76% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 23.81% | 14.3 | 40.00% | -10.00% | +60.00% | +60.00% | 0.00% | 29:11 | 22:52 | 22:52 | 28:05 | 29:59 | 39:10 | 07:07 | 05:16 |
 | Desolator | 2 | 9.52% | 11.4 | 50.00% | +2.63% | -50.00% | 0.00% | 0.00% | 29:53 | 19:42 | 19:42 | 40:04 | 40:04 | 40:04 | 20:22 | 15:05 |
 | Daedalus | 4 | 19.05% | 8.6 | 25.00% | -27.94% | +75.00% | -25.00% | 0.00% | 32:14 | 24:03 | 24:03 | 28:29 | 37:53 | 38:32 | 13:50 | 10:14 |
 | Moon Shard | 1 | 4.76% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 00:00 | 00:00 |
 | Blight Stone | 1 | 4.76% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:21 | 19:21 | 19:21 | 19:21 | 19:21 | 19:21 | 00:00 | 00:00 |