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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 | 27 | 62.79% | 100.0 | 74.07% | +49.07% | +25.93% | -2.64% | -4.45% | 21:21 | 12:47 | 15:56 | 20:28 | 22:21 | 41:08 | 06:25 | 04:45 |
 | Fluffy Hat | 28 | 65.12% | 97.3 | 71.43% | +44.76% | 0.00% | 0.00% | 0.00% | 13:50 | 03:53 | 07:46 | 10:16 | 17:08 | 37:07 | 09:22 | 06:56 |
 | Ghost Scepter | 5 | 11.63% | 94.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:46 | 28:02 | 28:02 | 29:00 | 34:43 | 43:53 | 06:41 | 04:57 |
 | Magic Stick | 42 | 97.67% | 91.9 | 57.14% | +57.14% | +6.50% | -37.14% | -15.68% | 02:24 | -01:30 | -01:29 | 01:42 | 04:16 | 12:21 | 05:45 | 04:15 |
 | Magic Wand | 42 | 97.67% | 89.2 | 57.14% | +57.14% | +15.59% | -27.14% | -8.52% | 08:21 | 02:27 | 05:22 | 07:56 | 10:23 | 22:16 | 05:01 | 03:42 |
 | Headdress | 43 | 100.00% | 86.5 | 55.81% | +55.81% | -10.36% | +7.83% | 3.34% | 04:29 | -01:29 | -01:28 | 04:00 | 06:55 | 19:00 | 08:23 | 06:12 |
 | Glimmer Cape | 20 | 46.51% | 83.8 | 60.00% | +7.83% | 0.00% | 0.00% | 0.00% | 31:06 | 21:50 | 27:10 | 30:56 | 34:08 | 40:53 | 06:58 | 05:09 |
 | Bottle | 5 | 11.63% | 81.1 | 80.00% | +27.37% | +20.00% | +20.00% | 0.00% | 29:08 | 25:11 | 25:11 | 25:46 | 30:56 | 38:10 | 05:45 | 04:15 |
 | Chainmail | 27 | 62.79% | 78.4 | 48.15% | -20.60% | -5.29% | -19.58% | -2.77% | 11:20 | 04:32 | 08:07 | 09:42 | 13:16 | 23:51 | 05:09 | 03:48 |
 | Mekansm | 27 | 62.79% | 75.7 | 48.15% | -20.60% | -5.29% | -19.58% | -3.10% | 16:24 | 10:13 | 13:26 | 15:38 | 18:03 | 26:44 | 04:37 | 03:25 |
 | Ring of Protection | 14 | 32.56% | 73.0 | 50.00% | -8.62% | 0.00% | -16.67% | -1.26% | 11:59 | 04:21 | 05:20 | 07:16 | 18:34 | 26:01 | 13:14 | 09:48 |
 | Aghanim's Shard | 4 | 9.30% | 70.3 | 75.00% | +21.15% | +25.00% | +25.00% | 0.00% | 23:00 | 21:23 | 21:23 | 22:28 | 22:30 | 25:40 | 01:07 | 00:49 |
 | Solar Crest | 2 | 4.65% | 67.6 | 100.00% | +46.34% | 0.00% | 0.00% | 0.00% | 39:40 | 33:49 | 33:49 | 45:30 | 45:30 | 45:30 | 11:41 | 08:39 |
 | Buckler | 7 | 16.28% | 64.9 | 57.14% | +1.58% | +42.86% | -7.14% | -6.79% | 26:26 | 15:36 | 18:39 | 25:16 | 26:01 | 41:20 | 07:22 | 05:27 |
 | Soul Ring | 10 | 23.26% | 62.2 | 50.00% | -7.58% | +16.67% | 0.00% | -7.75% | 10:28 | 07:15 | 08:12 | 08:22 | 10:21 | 19:04 | 02:09 | 01:35 |
 | Medallion of Courage | 3 | 6.98% | 59.5 | 66.67% | +11.67% | -66.67% | 0.00% | 0.00% | 29:12 | 23:38 | 23:38 | 27:15 | 36:44 | 36:44 | 13:06 | 09:42 |
 | Ring of Health | 3 | 6.98% | 56.8 | 66.67% | +11.67% | +33.33% | 0.00% | 0.00% | 38:19 | 25:42 | 25:42 | 34:16 | 55:00 | 55:00 | 29:18 | 21:42 |
 | Blight Stone | 3 | 6.98% | 54.1 | 66.67% | +11.67% | -66.67% | 0.00% | 0.00% | 29:08 | 23:38 | 23:38 | 27:15 | 36:31 | 36:31 | 12:53 | 09:32 |
 | Guardian Greaves | 3 | 6.98% | 51.4 | 66.67% | +11.67% | +33.33% | 0.00% | 0.00% | 30:59 | 26:34 | 26:34 | 31:09 | 35:14 | 35:14 | 08:40 | 06:25 |
 | Arcane Boots | 3 | 6.98% | 48.6 | 66.67% | +11.67% | +33.33% | 0.00% | 0.00% | 27:16 | 21:26 | 21:26 | 25:09 | 35:14 | 35:14 | 13:48 | 10:13 |
 | Boots of Speed | 4 | 9.30% | 45.9 | 50.00% | -6.41% | +50.00% | -50.00% | -14.56% | 24:18 | 18:03 | 18:03 | 21:00 | 24:55 | 33:15 | 06:52 | 05:05 |
 | Null Talisman | 1 | 2.33% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Crown | 1 | 2.33% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Wind Lace | 1 | 2.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.33% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Sange | 1 | 2.33% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.33% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.33% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Ring of Basilius | 5 | 11.63% | 24.3 | 40.00% | -17.89% | -40.00% | +60.00% | 5.79% | 22:56 | 08:46 | 08:46 | 24:20 | 26:02 | 41:20 | 17:16 | 12:47 |
 | Vladmir's Offering | 2 | 4.65% | 21.6 | 50.00% | -6.10% | -50.00% | 0.00% | 0.00% | 34:09 | 26:57 | 26:57 | 41:20 | 41:20 | 41:20 | 14:23 | 10:39 |
 | Quelling Blade | 3 | 6.98% | 18.9 | 33.33% | -24.17% | +66.67% | 0.00% | 0.00% | 32:14 | 24:53 | 24:53 | 34:54 | 36:56 | 36:56 | 12:03 | 08:55 |
 | Void Stone | 3 | 6.98% | 16.2 | 33.33% | -24.17% | -33.33% | 0.00% | 0.00% | 35:50 | 20:04 | 20:04 | 32:25 | 55:00 | 55:00 | 34:56 | 25:52 |
 | Aeon Disk | 3 | 6.98% | 13.5 | 33.33% | -24.17% | +66.67% | 0.00% | 0.00% | 51:03 | 36:33 | 36:33 | 44:43 | 1:11:52 | 1:11:52 | 35:19 | 26:09 |
 | Morbid Mask | 3 | 6.98% | 10.8 | 33.33% | -24.17% | -33.33% | 0.00% | 0.00% | 41:54 | 26:02 | 26:02 | 41:20 | 58:21 | 58:21 | 32:19 | 23:56 |
 | Bracer | 1 | 2.33% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.33% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:00 | 55:00 | 55:00 | 55:00 | 55:00 | 55:00 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.33% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 00:00 | 00:00 |