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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 | |
 | Aether Lens | 9 | 8.11% | 100.0 | 77.78% | +40.53% | +22.22% | +22.22% | 0.00% | 30:39 | 23:59 | 25:18 | 28:11 | 36:17 | 36:50 | 10:59 | 08:08 |
 | Blink Dagger | 52 | 46.85% | 96.9 | 51.92% | +21.41% | -21.15% | -21.15% | 0.00% | 29:28 | 17:53 | 22:09 | 29:53 | 33:23 | 1:03:16 | 11:14 | 08:19 |
 | Eul's Scepter of Divinity | 71 | 63.96% | 93.8 | 46.48% | +16.48% | +31.30% | -18.70% | -10.20% | 21:48 | 14:01 | 19:09 | 21:26 | 24:03 | 37:33 | 04:54 | 03:37 |
 | Void Stone | 78 | 70.27% | 90.6 | 44.87% | +14.57% | +0.13% | -2.76% | -0.37% | 18:18 | 07:57 | 13:26 | 17:31 | 21:14 | 37:22 | 07:48 | 05:46 |
 | Boots of Speed | 111 | 100.00% | 87.5 | 40.54% | +40.54% | -1.25% | +2.32% | 1.28% | 05:08 | -01:30 | 04:13 | 05:22 | 07:01 | 11:57 | 02:48 | 02:04 |
 | Wind Lace | 104 | 93.69% | 84.4 | 40.38% | -2.48% | +9.62% | +5.77% | -0.83% | 07:31 | -01:29 | 04:59 | 07:34 | 09:38 | 21:02 | 04:39 | 03:26 |
 | Magic Stick | 102 | 91.89% | 81.3 | 40.20% | -4.24% | +2.11% | -8.20% | -2.33% | 02:16 | -01:29 | -01:29 | 00:28 | 05:55 | 17:54 | 07:24 | 05:28 |
 | Tranquil Boots | 89 | 80.18% | 78.1 | 40.45% | -0.46% | +9.55% | +18.64% | 2.33% | 09:53 | 03:25 | 07:32 | 09:17 | 11:26 | 29:50 | 03:54 | 02:53 |
 | Magic Wand | 78 | 70.27% | 75.0 | 41.03% | +1.64% | +3.97% | -4.19% | -1.55% | 09:32 | 01:09 | 06:34 | 10:05 | 11:50 | 17:54 | 05:16 | 03:54 |
 | Ring of Basilius | 9 | 8.11% | 71.9 | 66.67% | +28.43% | -16.67% | +33.33% | 0.00% | 16:38 | 07:20 | 08:58 | 15:14 | 22:51 | 33:28 | 13:53 | 10:17 |
 | Arcane Boots | 9 | 8.11% | 68.8 | 66.67% | +28.43% | -16.67% | -16.67% | 0.00% | 22:03 | 09:49 | 11:31 | 21:30 | 22:11 | 37:58 | 10:40 | 07:54 |
 | Aghanim's Shard | 68 | 61.26% | 65.6 | 41.18% | +1.65% | +5.88% | +5.88% | 0.00% | 27:19 | 20:01 | 24:25 | 26:10 | 29:19 | 44:33 | 04:54 | 03:37 |
 | Aeon Disk | 13 | 11.71% | 62.5 | 53.85% | +15.07% | -20.52% | -20.52% | 0.00% | 45:18 | 29:17 | 36:20 | 45:48 | 48:47 | 1:10:29 | 12:27 | 09:13 |
 | Veil of Discord | 8 | 7.21% | 59.4 | 62.50% | +23.67% | -12.50% | +37.50% | 0.00% | 20:51 | 13:42 | 14:06 | 19:13 | 23:55 | 33:28 | 09:49 | 07:16 |
 | Crown | 8 | 7.21% | 56.3 | 62.50% | +23.67% | -12.50% | +37.50% | 0.00% | 18:47 | 10:23 | 10:42 | 17:50 | 20:42 | 33:28 | 10:00 | 07:24 |
 | Ring of Protection | 36 | 32.43% | 53.1 | 38.89% | -2.44% | -16.67% | -5.56% | 1.13% | 06:33 | -01:29 | -01:23 | 08:56 | 11:11 | 13:31 | 12:34 | 09:18 |
 | Spirit Vessel | 14 | 12.61% | 50.0 | 50.00% | +10.82% | +25.00% | -16.67% | -9.54% | 21:16 | 15:40 | 19:18 | 20:07 | 23:40 | 29:49 | 04:22 | 03:14 |
 | Urn of Shadows | 29 | 26.13% | 46.9 | 37.93% | -3.53% | +4.93% | -23.64% | -6.23% | 09:48 | 04:05 | 07:27 | 10:04 | 12:02 | 14:48 | 04:35 | 03:23 |
 | Ring of Health | 7 | 6.31% | 43.8 | 57.14% | +17.72% | -7.14% | -7.14% | 0.00% | 35:05 | 22:48 | 23:35 | 37:14 | 38:14 | 49:55 | 14:39 | 10:51 |
 | Fluffy Hat | 14 | 12.61% | 40.6 | 42.86% | +2.65% | +32.14% | +23.81% | -0.50% | 23:57 | 10:16 | 14:11 | 25:02 | 30:49 | 38:54 | 16:38 | 12:19 |
 | Blight Stone | 5 | 4.50% | 37.5 | 60.00% | +20.38% | -60.00% | +40.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:26 | 00:01 | 00:00 |
 | Quelling Blade | 3 | 2.70% | 34.4 | 66.67% | +26.86% | +33.33% | 0.00% | 0.00% | 12:35 | 08:14 | 08:14 | 11:24 | 18:06 | 18:06 | 09:52 | 07:18 |
 | Soul Ring | 7 | 6.31% | 31.3 | 42.86% | +2.48% | +7.14% | +7.14% | 0.00% | 10:37 | 08:58 | 09:46 | 09:58 | 11:18 | 12:45 | 01:32 | 01:08 |
 | Force Staff | 7 | 6.31% | 28.1 | 42.86% | +2.48% | +7.14% | -42.86% | 0.00% | 33:00 | 25:02 | 29:29 | 33:03 | 35:36 | 38:54 | 06:07 | 04:31 |
 | Null Talisman | 5 | 4.50% | 25.0 | 40.00% | -0.57% | -40.00% | +60.00% | 0.00% | 10:48 | 07:27 | 07:27 | 11:45 | 12:40 | 14:06 | 05:13 | 03:51 |
 | Glimmer Cape | 4 | 3.60% | 21.9 | 25.00% | -16.12% | -25.00% | -25.00% | 0.00% | 37:02 | 26:56 | 26:56 | 35:49 | 42:35 | 42:46 | 15:39 | 11:35 |
 | Aghanim's Scepter | 6 | 5.41% | 18.8 | 16.67% | -25.23% | -16.67% | -16.67% | 0.00% | 44:06 | 23:44 | 24:54 | 40:06 | 56:55 | 1:12:06 | 32:01 | 23:42 |
 | Mask of Madness | 2 | 1.80% | 15.6 | 0.00% | -41.28% | 0.00% | 0.00% | 0.00% | 50:34 | 42:31 | 42:31 | 58:37 | 58:37 | 58:37 | 16:06 | 11:55 |
 | Lotus Orb | 1 | 0.90% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 |
 | Javelin | 1 | 0.90% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 1.80% | 6.3 | 0.00% | -41.28% | 0.00% | 0.00% | 0.00% | 50:25 | 42:12 | 42:12 | 58:37 | 58:37 | 58:37 | 16:25 | 12:09 |
 | Wind Waker | 1 | 0.90% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |