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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 | |
 | Holy Locket | 15 | 38.46% | 100.0 | 80.00% | +34.17% | -30.00% | +20.00% | 3.90% | 23:06 | 12:08 | 14:23 | 22:14 | 27:12 | 39:38 | 12:49 | 09:29 |
 | Headdress | 16 | 41.03% | 97.8 | 75.00% | +27.17% | -25.00% | +25.00% | 3.34% | 20:26 | 09:00 | 10:34 | 19:27 | 25:31 | 38:46 | 14:57 | 11:04 |
 | Chainmail | 22 | 56.41% | 95.6 | 68.18% | +21.12% | -1.51% | -8.18% | -0.75% | 11:58 | 02:41 | 06:38 | 10:48 | 15:34 | 25:19 | 08:56 | 06:37 |
 | Wind Lace | 24 | 61.54% | 93.3 | 66.67% | +20.00% | 0.00% | 0.00% | 0.00% | 15:06 | 06:22 | 08:59 | 14:06 | 18:24 | 26:22 | 09:25 | 06:58 |
 | Magic Wand | 32 | 82.05% | 91.1 | 62.50% | +19.64% | -12.50% | 0.00% | 4.03% | 08:46 | 00:09 | 07:02 | 08:45 | 10:08 | 18:16 | 03:06 | 02:17 |
 | Fluffy Hat | 32 | 82.05% | 88.9 | 62.50% | +19.64% | 0.00% | 0.00% | 0.00% | 13:09 | -01:29 | 05:39 | 09:38 | 16:11 | 48:11 | 10:32 | 07:48 |
 | Medallion of Courage | 21 | 53.85% | 86.7 | 66.67% | +16.67% | -6.67% | -6.67% | 0.00% | 12:21 | 03:57 | 07:03 | 11:10 | 13:46 | 26:05 | 06:43 | 04:58 |
 | Blight Stone | 25 | 64.10% | 84.4 | 64.00% | +14.00% | -14.00% | -14.00% | 0.00% | 03:03 | -01:29 | -01:29 | -01:29 | -01:28 | 26:05 | 00:01 | 00:00 |
 | Power Treads | 14 | 35.90% | 82.2 | 71.43% | +19.43% | -21.43% | -4.76% | 3.35% | 16:31 | 07:43 | 11:52 | 14:33 | 16:51 | 34:54 | 04:59 | 03:41 |
 | Magic Stick | 37 | 94.87% | 80.0 | 56.76% | -43.24% | -1.20% | -1.20% | 0.00% | 04:44 | -01:29 | 02:24 | 04:51 | 07:10 | 10:46 | 04:46 | 03:31 |
 | Solar Crest | 17 | 43.59% | 77.8 | 64.71% | +10.16% | +10.29% | +10.29% | 0.00% | 20:56 | 12:36 | 16:41 | 20:24 | 23:03 | 31:53 | 06:22 | 04:42 |
 | Aghanim's Shard | 6 | 15.38% | 75.6 | 83.33% | +28.78% | -33.33% | +16.67% | 4.86% | 37:01 | 21:31 | 28:52 | 32:07 | 39:09 | 1:05:25 | 10:17 | 07:37 |
 | Dragon Lance | 6 | 15.38% | 73.3 | 83.33% | +28.78% | -33.33% | +16.67% | 5.03% | 25:13 | 17:03 | 19:46 | 22:34 | 29:43 | 39:04 | 09:57 | 07:22 |
 | Boots of Speed | 32 | 82.05% | 71.1 | 56.25% | -15.18% | -6.25% | +31.25% | 7.58% | 09:39 | 02:28 | 05:38 | 07:30 | 10:35 | 33:26 | 04:57 | 03:40 |
 | Crown | 18 | 46.15% | 68.9 | 61.11% | +3.97% | -21.11% | -11.11% | 0.95% | 18:53 | 08:29 | 14:21 | 16:44 | 24:55 | 31:40 | 10:34 | 07:49 |
 | Drum of Endurance | 5 | 12.82% | 66.7 | 80.00% | +24.12% | +20.00% | -80.00% | -7.03% | 24:29 | 12:56 | 12:56 | 25:03 | 27:09 | 40:41 | 14:13 | 10:31 |
 | Hurricane Pike | 5 | 12.82% | 64.4 | 80.00% | +24.12% | -80.00% | +20.00% | 10.56% | 32:55 | 27:30 | 27:30 | 30:32 | 36:58 | 39:05 | 09:28 | 07:00 |
 | Force Staff | 16 | 41.03% | 62.2 | 56.25% | -4.62% | +18.75% | -6.25% | -3.67% | 26:42 | 16:08 | 21:58 | 24:24 | 28:47 | 48:11 | 06:49 | 05:02 |
 | Glimmer Cape | 12 | 30.77% | 60.0 | 50.00% | -12.96% | -16.67% | -16.67% | 0.00% | 26:45 | 17:03 | 21:15 | 28:17 | 30:59 | 34:58 | 09:44 | 07:12 |
 | Aeon Disk | 2 | 5.13% | 57.8 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 51:55 | 42:12 | 42:12 | 1:01:38 | 1:01:38 | 1:01:38 | 19:26 | 14:23 |
 | Ring of Health | 8 | 20.51% | 55.6 | 50.00% | -11.29% | -50.00% | 0.00% | 3.66% | 29:24 | 14:26 | 18:29 | 24:02 | 32:09 | 55:50 | 13:40 | 10:07 |
 | Lotus Orb | 5 | 12.82% | 53.3 | 60.00% | +1.18% | +40.00% | +40.00% | 0.00% | 40:06 | 31:34 | 31:34 | 35:09 | 43:35 | 57:54 | 12:01 | 08:54 |
 | Hand of Midas | 3 | 7.69% | 51.1 | 66.67% | +8.34% | -66.67% | 0.00% | 0.00% | 18:03 | 15:44 | 15:44 | 16:35 | 21:49 | 21:49 | 06:05 | 04:30 |
 | Arcane Boots | 3 | 7.69% | 48.9 | 66.67% | +8.34% | -66.67% | 0.00% | 0.00% | 22:11 | 11:53 | 11:53 | 12:36 | 42:04 | 42:04 | 30:11 | 22:21 |
 | Void Stone | 7 | 17.95% | 46.7 | 42.86% | -19.64% | +7.14% | +7.14% | 0.00% | 35:50 | 21:05 | 24:26 | 35:09 | 38:36 | 55:50 | 14:10 | 10:29 |
 | Ring of Protection | 4 | 10.26% | 44.4 | 50.00% | -10.00% | -50.00% | -50.00% | 0.00% | 20:30 | -01:28 | -01:28 | 05:50 | 29:57 | 47:41 | 31:25 | 23:16 |
 | Moon Shard | 1 | 2.56% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.56% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.56% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.56% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.56% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.56% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 00:00 | 00:00 |
 | Vanguard | 2 | 5.13% | 26.7 | 50.00% | -9.46% | -50.00% | 0.00% | 0.00% | 23:08 | 22:14 | 22:14 | 24:02 | 24:02 | 24:02 | 01:48 | 01:20 |
 | Pipe of Insight | 2 | 5.13% | 24.4 | 50.00% | -9.46% | -50.00% | 0.00% | 0.00% | 29:35 | 24:46 | 24:46 | 34:24 | 34:24 | 34:24 | 09:38 | 07:08 |
 | Ring of Basilius | 2 | 5.13% | 22.2 | 50.00% | -9.46% | +50.00% | 0.00% | 0.00% | 26:27 | 05:13 | 05:13 | 47:41 | 47:41 | 47:41 | 42:28 | 31:27 |
 | Buckler | 2 | 5.13% | 20.0 | 50.00% | -9.46% | +50.00% | 0.00% | 0.00% | 38:49 | 29:57 | 29:57 | 47:41 | 47:41 | 47:41 | 17:44 | 13:08 |
 | Ghost Scepter | 2 | 5.13% | 17.8 | 50.00% | -9.46% | -50.00% | 0.00% | 0.00% | 37:58 | 26:55 | 26:55 | 49:00 | 49:00 | 49:00 | 22:05 | 16:21 |
 | Hood of Defiance | 3 | 7.69% | 15.6 | 33.33% | -27.78% | -33.33% | 0.00% | 0.00% | 19:34 | 15:42 | 15:42 | 18:45 | 24:15 | 24:15 | 08:33 | 06:20 |
 | Helm of Iron Will | 1 | 2.56% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:08 | 24:08 | 24:08 | 24:08 | 24:08 | 24:08 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 5.13% | 11.1 | 0.00% | -62.16% | 0.00% | 0.00% | 0.00% | 30:01 | 21:06 | 21:06 | 38:55 | 38:55 | 38:55 | 17:49 | 13:11 |
 | Crimson Guard | 1 | 2.56% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:55 | 26:55 | 26:55 | 26:55 | 26:55 | 26:55 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.56% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.56% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:42 | 47:42 | 47:42 | 47:42 | 47:42 | 47:42 | 00:00 | 00:00 |
 | Wind Waker | 1 | 2.56% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:09 | 48:09 | 48:09 | 48:09 | 48:09 | 48:09 | 00:00 | 00:00 |