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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 | |
 | Blink Dagger | 7 | 15.91% | 100.0 | 100.00% | +67.57% | 0.00% | 0.00% | 0.00% | 39:06 | 24:27 | 26:22 | 35:07 | 38:40 | 1:13:18 | 12:18 | 09:06 |
 | Swift Blink | 4 | 9.09% | 97.4 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 45:49 | 33:41 | 33:41 | 36:40 | 39:11 | 1:13:42 | 05:30 | 04:04 |
 | Force Staff | 6 | 13.64% | 94.9 | 83.33% | +46.49% | +16.67% | +16.67% | 0.00% | 30:37 | 25:50 | 26:41 | 27:56 | 30:20 | 44:17 | 03:39 | 02:42 |
 | Fluffy Hat | 6 | 13.64% | 92.3 | 83.33% | +46.49% | +16.67% | +16.67% | 0.00% | 30:36 | 25:49 | 26:41 | 27:54 | 30:20 | 44:17 | 03:39 | 02:42 |
 | Hurricane Pike | 6 | 13.64% | 89.7 | 83.33% | +46.49% | +16.67% | +16.67% | 0.00% | 31:15 | 26:32 | 27:04 | 28:45 | 30:57 | 44:46 | 03:53 | 02:52 |
 | Crystalys | 28 | 63.64% | 87.2 | 53.57% | +28.57% | +32.14% | -10.71% | -5.41% | 28:22 | 19:33 | 24:27 | 28:18 | 32:22 | 36:46 | 07:55 | 05:51 |
 | Magic Stick | 33 | 75.00% | 84.6 | 51.52% | +33.34% | +23.48% | -26.52% | -50.00% | 01:07 | -01:29 | -01:29 | -01:28 | 01:51 | 13:21 | 03:20 | 02:28 |
 | Daedalus | 13 | 29.55% | 82.1 | 61.54% | +26.06% | +38.46% | -28.21% | -9.90% | 31:11 | 24:42 | 26:08 | 31:09 | 32:52 | 42:29 | 06:44 | 04:59 |
 | Eye of Skadi | 36 | 81.82% | 79.5 | 47.22% | +22.22% | +19.45% | -13.89% | -7.46% | 23:55 | 16:27 | 21:39 | 24:00 | 26:07 | 31:15 | 04:28 | 03:18 |
 | Silver Edge | 7 | 15.91% | 76.9 | 71.43% | +33.59% | +28.57% | -21.43% | 0.00% | 32:35 | 24:30 | 29:17 | 32:42 | 35:48 | 38:52 | 06:31 | 04:49 |
 | Aghanim's Shard | 5 | 11.36% | 74.4 | 80.00% | +41.54% | +20.00% | +20.00% | 0.00% | 46:10 | 36:24 | 36:24 | 46:41 | 49:50 | 51:38 | 13:26 | 09:57 |
 | Magic Wand | 40 | 90.91% | 71.8 | 45.00% | +20.00% | -15.00% | +5.00% | 2.83% | 04:19 | -01:29 | -01:28 | 04:15 | 08:32 | 13:32 | 10:00 | 07:24 |
 | Boots of Speed | 44 | 100.00% | 69.2 | 43.18% | +43.18% | +2.27% | +2.27% | 0.00% | 04:25 | 01:49 | 03:23 | 04:13 | 05:17 | 07:59 | 01:54 | 01:24 |
 | Power Treads | 44 | 100.00% | 66.7 | 43.18% | +43.18% | +11.37% | -6.82% | -12.13% | 06:35 | 04:10 | 05:41 | 06:27 | 07:11 | 10:21 | 01:30 | 01:06 |
 | Yasha | 44 | 100.00% | 64.1 | 43.18% | +43.18% | +20.46% | -25.00% | -19.48% | 13:00 | 08:51 | 11:31 | 12:51 | 13:51 | 19:50 | 02:20 | 01:43 |
 | Black King Bar | 17 | 38.64% | 61.5 | 52.94% | +15.90% | -2.94% | -2.94% | 0.00% | 33:07 | 20:06 | 29:27 | 33:14 | 36:10 | 49:37 | 06:43 | 04:58 |
 | Manta Style | 43 | 97.73% | 59.0 | 41.86% | -58.14% | +21.78% | -23.68% | -17.48% | 17:12 | 12:42 | 15:32 | 17:13 | 18:08 | 27:27 | 02:36 | 01:55 |
 | Ring of Health | 8 | 18.18% | 56.4 | 62.50% | +23.61% | +37.50% | -12.50% | -4.20% | 34:17 | 24:13 | 25:23 | 30:51 | 37:18 | 52:46 | 11:55 | 08:49 |
 | Void Stone | 8 | 18.18% | 53.8 | 62.50% | +23.61% | +37.50% | -12.50% | -4.26% | 34:20 | 24:24 | 25:34 | 30:51 | 37:18 | 52:46 | 11:44 | 08:41 |
 | Quelling Blade | 34 | 77.27% | 51.3 | 41.18% | -8.82% | +3.26% | -3.68% | 0.00% | -00:47 | -01:29 | -01:29 | -01:29 | -01:29 | 07:43 | 00:00 | 00:00 |
 | Dragon Lance | 25 | 56.82% | 48.7 | 44.00% | +1.89% | +6.00% | +22.67% | 4.20% | 12:47 | 09:24 | 10:00 | 10:46 | 13:58 | 26:14 | 03:58 | 02:56 |
 | Linken's Sphere | 6 | 13.64% | 46.2 | 66.67% | +27.20% | +33.33% | +33.33% | 0.00% | 30:13 | 24:38 | 25:52 | 29:36 | 31:46 | 37:56 | 05:54 | 04:22 |
 | Shadow Blade | 9 | 20.45% | 43.6 | 55.56% | +15.56% | +44.44% | -5.56% | -6.40% | 30:43 | 24:30 | 26:35 | 28:54 | 34:24 | 38:39 | 07:49 | 05:47 |
 | Butterfly | 19 | 43.18% | 41.0 | 42.11% | -1.89% | -2.11% | -2.11% | 0.00% | 28:27 | 19:56 | 25:09 | 27:44 | 32:01 | 36:09 | 06:52 | 05:05 |
 | Morbid Mask | 2 | 4.55% | 38.5 | 100.00% | +59.52% | 0.00% | 0.00% | 0.00% | 35:38 | 29:52 | 29:52 | 41:24 | 41:24 | 41:24 | 11:32 | 08:32 |
 | Satanic | 2 | 4.55% | 35.9 | 100.00% | +59.52% | 0.00% | 0.00% | 0.00% | 39:30 | 32:39 | 32:39 | 46:20 | 46:20 | 46:20 | 13:41 | 10:08 |
 | Wind Lace | 14 | 31.82% | 33.3 | 42.86% | -0.47% | -42.86% | +23.81% | 12.95% | 09:07 | 03:14 | 05:47 | 09:31 | 10:56 | 17:57 | 05:09 | 03:48 |
 | Wraith Band | 18 | 40.91% | 30.8 | 38.89% | -7.26% | -18.89% | -13.89% | 5.00% | 02:40 | 01:23 | 01:40 | 02:08 | 02:38 | 11:15 | 00:58 | 00:42 |
 | Moon Shard | 3 | 6.82% | 28.2 | 66.67% | +25.21% | -66.67% | 0.00% | 0.00% | 50:38 | 45:45 | 45:45 | 48:47 | 57:22 | 57:22 | 11:37 | 08:36 |
 | Refresher Orb | 3 | 6.82% | 25.6 | 66.67% | +25.21% | +33.33% | 0.00% | 0.00% | 54:10 | 44:09 | 44:09 | 55:40 | 1:02:41 | 1:02:41 | 18:32 | 13:43 |
 | Monkey King Bar | 4 | 9.09% | 23.1 | 50.00% | +7.50% | +50.00% | -50.00% | 0.00% | 38:58 | 27:43 | 27:43 | 34:41 | 43:00 | 50:29 | 15:17 | 11:19 |
 | Sange | 1 | 2.27% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 2.27% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.27% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:23 | 40:23 | 40:23 | 40:23 | 40:23 | 40:23 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.27% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Javelin | 7 | 15.91% | 10.3 | 28.57% | -17.38% | +21.43% | +21.43% | 0.00% | 33:08 | 17:37 | 25:26 | 31:45 | 34:31 | 50:07 | 09:05 | 06:43 |
 | Mjollnir | 2 | 4.55% | 7.7 | 0.00% | -45.24% | 0.00% | 0.00% | 0.00% | 32:33 | 25:32 | 25:32 | 39:33 | 39:33 | 39:33 | 14:01 | 10:22 |
 | Hand of Midas | 1 | 2.27% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 00:00 | 00:00 |
 | Maelstrom | 2 | 4.55% | 2.6 | 0.00% | -45.24% | 0.00% | 0.00% | 0.00% | 26:59 | 22:13 | 22:13 | 31:45 | 31:45 | 31:45 | 09:32 | 07:03 |