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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 | |
 | Magic Wand | 17 | 53.13% | 100.0 | 58.82% | +32.15% | -33.82% | +41.18% | 11.66% | 10:22 | 03:58 | 06:45 | 09:42 | 13:11 | 17:37 | 06:26 | 04:45 |
 | Chainmail | 23 | 71.88% | 97.2 | 52.17% | +29.95% | +14.50% | -2.17% | -4.33% | 07:29 | 02:53 | 04:37 | 06:30 | 08:28 | 16:06 | 03:51 | 02:51 |
 | Blink Dagger | 27 | 84.38% | 94.4 | 48.15% | +28.15% | +8.99% | -19.58% | -6.57% | 14:59 | 11:42 | 12:41 | 13:58 | 17:02 | 20:42 | 04:21 | 03:13 |
 | Ring of Protection | 22 | 68.75% | 91.7 | 50.00% | +20.00% | +16.67% | +10.00% | -1.08% | 03:31 | -01:29 | -01:29 | 01:42 | 07:41 | 13:49 | 09:10 | 06:47 |
 | Aghanim's Shard | 25 | 78.13% | 88.9 | 48.00% | +19.43% | +52.00% | -48.00% | -25.32% | 22:33 | 20:00 | 20:13 | 21:16 | 24:10 | 27:23 | 03:57 | 02:55 |
 | Phase Boots | 20 | 62.50% | 86.1 | 50.00% | +16.67% | +10.00% | +10.00% | 0.00% | 09:05 | 04:52 | 06:03 | 07:41 | 10:20 | 18:44 | 04:17 | 03:10 |
 | Blade Mail | 10 | 31.25% | 83.3 | 60.00% | +23.64% | +40.00% | -60.00% | -13.89% | 16:21 | 07:45 | 12:14 | 13:10 | 19:26 | 27:31 | 07:12 | 05:20 |
 | Boots of Speed | 32 | 100.00% | 80.6 | 43.75% | +43.75% | +31.25% | -31.25% | -11.47% | 05:46 | 01:36 | 02:51 | 05:22 | 08:18 | 11:31 | 05:27 | 04:02 |
 | Soul Ring | 21 | 65.63% | 77.8 | 47.62% | +11.26% | +12.38% | -7.62% | -5.50% | 08:15 | 02:11 | 05:49 | 07:40 | 09:27 | 15:39 | 03:38 | 02:41 |
 | Magic Stick | 28 | 87.50% | 75.0 | 42.86% | -7.14% | -14.29% | +14.28% | 4.19% | 04:10 | -01:29 | -00:34 | 01:53 | 07:23 | 17:37 | 07:57 | 05:53 |
 | Quelling Blade | 28 | 87.50% | 72.2 | 42.86% | -7.14% | +28.57% | -42.86% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 00:32 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 9 | 28.13% | 69.4 | 44.44% | +0.96% | +5.56% | +5.56% | 0.00% | 09:57 | 07:10 | 07:45 | 09:14 | 11:09 | 14:13 | 03:24 | 02:31 |
 | Sange | 6 | 18.75% | 66.7 | 50.00% | +7.69% | -50.00% | -50.00% | 0.00% | 26:52 | 15:17 | 17:49 | 25:53 | 36:30 | 38:22 | 18:41 | 13:50 |
 | Orb of Venom | 10 | 31.25% | 63.9 | 40.00% | -5.45% | -6.67% | +10.00% | 16.67% | 00:53 | -01:29 | -01:23 | 01:24 | 02:10 | 03:06 | 03:33 | 02:37 |
 | Black King Bar | 7 | 21.88% | 61.1 | 42.86% | -1.14% | +57.14% | +7.14% | -6.61% | 26:23 | 20:25 | 20:56 | 27:48 | 28:30 | 32:29 | 07:34 | 05:36 |
 | Wind Lace | 7 | 21.88% | 58.3 | 42.86% | -1.14% | +7.14% | -42.86% | -6.76% | 06:54 | -01:29 | 02:21 | 09:12 | 09:45 | 12:49 | 07:24 | 05:28 |
 | Helm of Iron Will | 12 | 37.50% | 55.6 | 33.33% | -16.67% | 0.00% | 0.00% | 0.00% | 04:24 | 02:54 | 03:01 | 03:38 | 04:32 | 09:15 | 01:31 | 01:07 |
 | Aether Lens | 1 | 3.13% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.13% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.13% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.13% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Buckler | 1 | 3.13% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 6.25% | 38.9 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 28:52 | 25:10 | 25:10 | 32:34 | 32:34 | 32:34 | 07:24 | 05:28 |
 | Void Stone | 2 | 6.25% | 36.1 | 50.00% | +6.67% | -50.00% | 0.00% | 0.00% | 18:59 | 14:49 | 14:49 | 23:08 | 23:08 | 23:08 | 08:19 | 06:09 |
 | Bracer | 3 | 9.38% | 33.3 | 33.33% | -11.50% | +66.67% | 0.00% | 0.00% | 03:40 | 02:48 | 02:48 | 03:58 | 04:15 | 04:15 | 01:27 | 01:04 |
 | Power Treads | 3 | 9.38% | 30.6 | 33.33% | -11.50% | +66.67% | 0.00% | 0.00% | 10:16 | 06:25 | 06:25 | 10:51 | 13:33 | 13:33 | 07:08 | 05:17 |
 | Blight Stone | 3 | 9.38% | 27.8 | 33.33% | -11.50% | +66.67% | 0.00% | 0.00% | 06:55 | 02:31 | 02:31 | 03:35 | 14:40 | 14:40 | 12:09 | 09:00 |
 | Orb of Corrosion | 3 | 9.38% | 25.0 | 33.33% | -11.50% | +66.67% | 0.00% | 0.00% | 07:40 | 03:03 | 03:03 | 04:44 | 15:14 | 15:14 | 12:11 | 09:01 |
 | Heaven's Halberd | 4 | 12.50% | 22.2 | 25.00% | -21.43% | -25.00% | -25.00% | 0.00% | 29:07 | 22:21 | 22:21 | 26:43 | 28:33 | 38:51 | 06:12 | 04:35 |
 | Fluffy Hat | 4 | 12.50% | 19.4 | 25.00% | -21.43% | +75.00% | -25.00% | 0.00% | 16:02 | 02:50 | 02:50 | 04:06 | 14:41 | 42:29 | 11:51 | 08:46 |
 | Eul's Scepter of Divinity | 1 | 3.13% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.13% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.13% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 3.13% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.13% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:56 | 02:56 | 02:56 | 02:56 | 02:56 | 02:56 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.13% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |