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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 | |
 | Fluffy Hat | 26 | 45.61% | 100.0 | 65.38% | +26.67% | -8.24% | -32.05% | -2.00% | 31:15 | 16:54 | 24:54 | 29:46 | 36:48 | 51:29 | 11:54 | 08:48 |
 | Force Staff | 26 | 45.61% | 97.0 | 65.38% | +26.67% | -8.24% | -32.05% | -2.00% | 31:17 | 16:55 | 24:54 | 29:46 | 36:48 | 51:30 | 11:54 | 08:48 |
 | Hurricane Pike | 26 | 45.61% | 93.9 | 65.38% | +26.67% | -8.24% | -32.05% | -2.06% | 31:38 | 17:50 | 25:36 | 30:28 | 37:09 | 51:30 | 11:33 | 08:33 |
 | Daedalus | 23 | 40.35% | 90.9 | 65.22% | +24.04% | +1.45% | +1.45% | 0.00% | 31:23 | 21:29 | 28:48 | 30:53 | 32:50 | 39:41 | 04:02 | 02:59 |
 | Crystalys | 26 | 45.61% | 87.9 | 61.54% | +19.60% | -4.40% | +5.13% | 2.41% | 27:51 | 17:35 | 25:31 | 27:00 | 29:28 | 38:25 | 03:57 | 02:55 |
 | Magic Stick | 35 | 61.40% | 84.8 | 57.14% | +16.23% | -1.58% | +9.53% | 2.12% | 05:13 | -01:29 | 02:21 | 05:11 | 07:35 | 16:57 | 05:14 | 03:52 |
 | Magic Wand | 33 | 57.89% | 81.8 | 57.58% | +15.91% | -20.08% | +4.92% | 7.39% | 06:59 | 00:57 | 04:55 | 06:33 | 08:18 | 17:17 | 03:23 | 02:30 |
 | Power Treads | 57 | 100.00% | 78.8 | 50.88% | +50.88% | +6.26% | -22.31% | -25.21% | 06:40 | 04:37 | 06:01 | 06:49 | 07:09 | 09:52 | 01:08 | 00:50 |
 | Desolator | 57 | 100.00% | 75.8 | 50.88% | +50.88% | +20.55% | -15.17% | -11.65% | 16:12 | 10:40 | 14:23 | 15:37 | 17:27 | 23:58 | 03:04 | 02:16 |
 | Blight Stone | 57 | 100.00% | 72.7 | 50.88% | +50.88% | -0.88% | -0.88% | 0.00% | 06:55 | -01:29 | 02:47 | 06:56 | 10:07 | 18:03 | 07:20 | 05:25 |
 | Boots of Speed | 57 | 100.00% | 69.7 | 50.88% | +50.88% | +13.41% | -22.31% | -29.77% | 03:50 | 00:06 | 03:14 | 04:01 | 04:26 | 06:47 | 01:12 | 00:53 |
 | Black King Bar | 48 | 84.21% | 66.7 | 52.08% | +7.64% | +6.25% | -18.75% | -6.73% | 23:32 | 18:52 | 21:25 | 22:37 | 25:08 | 36:53 | 03:43 | 02:45 |
 | Dragon Lance | 55 | 96.49% | 63.6 | 50.91% | +0.91% | +13.38% | -15.20% | -23.17% | 10:19 | 08:10 | 09:25 | 10:05 | 10:39 | 16:20 | 01:14 | 00:54 |
 | Aghanim's Scepter | 6 | 10.53% | 60.6 | 83.33% | +36.27% | +16.67% | -83.33% | 0.00% | 28:28 | 18:32 | 20:36 | 24:11 | 32:54 | 49:25 | 12:18 | 09:06 |
 | Quelling Blade | 35 | 61.40% | 57.6 | 54.29% | +8.84% | +23.49% | +1.27% | 0.00% | -00:47 | -01:29 | -01:29 | -01:29 | -01:29 | 04:15 | 00:00 | 00:00 |
 | Blink Dagger | 46 | 80.70% | 54.5 | 50.00% | -4.55% | +25.00% | -22.73% | -9.27% | 17:30 | 08:22 | 13:13 | 16:45 | 18:22 | 46:04 | 05:09 | 03:48 |
 | Monkey King Bar | 19 | 33.33% | 51.5 | 57.89% | +10.52% | +42.11% | -17.89% | 0.00% | 36:41 | 23:35 | 31:23 | 34:21 | 38:44 | 55:13 | 07:21 | 05:26 |
 | Aghanim's Shard | 17 | 29.82% | 48.5 | 58.82% | +11.32% | +41.18% | -33.82% | 0.00% | 30:37 | 20:02 | 22:33 | 27:40 | 33:59 | 57:30 | 11:26 | 08:28 |
 | Bottle | 46 | 80.70% | 45.5 | 47.83% | -15.81% | +18.84% | -11.47% | -30.31% | 02:01 | 00:44 | 01:39 | 01:50 | 02:07 | 07:33 | 00:28 | 00:20 |
 | Swift Blink | 15 | 26.32% | 42.4 | 60.00% | +12.38% | +15.00% | -10.00% | 0.00% | 41:05 | 29:56 | 38:47 | 40:44 | 42:55 | 52:23 | 04:08 | 03:03 |
 | Javelin | 20 | 35.09% | 39.4 | 55.00% | +6.35% | +45.00% | +5.00% | 0.00% | 35:19 | 21:47 | 28:55 | 33:07 | 37:22 | 52:54 | 08:27 | 06:15 |
 | Aghanim's Blessing | 4 | 7.02% | 36.4 | 75.00% | +25.94% | +25.00% | +25.00% | 0.00% | 46:39 | 40:57 | 40:57 | 42:55 | 49:25 | 53:20 | 08:28 | 06:16 |
 | Wraith Band | 15 | 26.32% | 33.3 | 40.00% | -14.76% | +10.00% | +10.00% | 0.00% | 03:57 | 02:42 | 03:05 | 03:40 | 03:46 | 08:26 | 00:41 | 00:30 |
 | Moon Shard | 4 | 7.02% | 30.3 | 50.00% | -0.94% | +50.00% | -50.00% | 0.00% | 56:31 | 44:03 | 44:03 | 49:39 | 1:05:02 | 1:07:19 | 20:59 | 15:32 |
 | Orchid Malevolence | 1 | 1.75% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 00:00 | 00:00 |
 | Butterfly | 7 | 12.28% | 24.2 | 28.57% | -25.43% | +21.43% | -28.57% | 0.00% | 33:17 | 29:31 | 29:56 | 30:57 | 32:02 | 42:47 | 02:06 | 01:33 |
 | Helm of Iron Will | 4 | 7.02% | 21.2 | 25.00% | -27.83% | -25.00% | -25.00% | 0.00% | 47:47 | 37:27 | 37:27 | 38:23 | 45:57 | 1:09:21 | 08:30 | 06:17 |
 | Nullifier | 4 | 7.02% | 18.2 | 25.00% | -27.83% | -25.00% | -25.00% | 0.00% | 48:26 | 37:31 | 37:31 | 39:41 | 47:04 | 1:09:29 | 09:33 | 07:04 |
 | Divine Rapier | 1 | 1.75% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:22 | 1:03:22 | 1:03:22 | 1:03:22 | 1:03:22 | 1:03:22 | 00:00 | 00:00 |
 | Void Stone | 1 | 1.75% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 00:00 | 00:00 |
 | Ring of Health | 1 | 1.75% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:30 | 44:30 | 44:30 | 44:30 | 44:30 | 44:30 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.75% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:41:04 | 1:41:04 | 1:41:04 | 1:41:04 | 1:41:04 | 1:41:04 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.75% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 00:00 | 00:00 |