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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 | |
 | Drum of Endurance | 5 | 25.00% | 100.0 | 80.00% | +46.67% | +20.00% | -80.00% | 0.00% | 27:34 | 12:37 | 12:37 | 24:59 | 39:50 | 43:33 | 27:13 | 20:09 |
 | Magic Wand | 17 | 85.00% | 97.0 | 52.94% | +52.94% | +47.06% | +22.06% | -10.71% | 08:04 | 01:36 | 06:24 | 07:23 | 08:44 | 14:07 | 02:20 | 01:43 |
 | Fluffy Hat | 18 | 90.00% | 93.9 | 50.00% | +50.00% | +10.00% | -25.00% | -4.45% | 14:10 | 05:28 | 09:38 | 14:08 | 17:30 | 21:14 | 07:52 | 05:49 |
 | Magic Stick | 19 | 95.00% | 90.9 | 47.37% | +47.37% | +12.63% | -7.37% | -3.96% | 03:54 | -01:29 | -01:29 | 04:18 | 06:32 | 10:27 | 08:01 | 05:56 |
 | Wind Lace | 6 | 30.00% | 87.9 | 66.67% | +30.96% | +33.33% | -66.67% | -3.42% | 20:51 | 04:27 | 05:31 | 16:51 | 34:46 | 36:35 | 29:15 | 21:40 |
 | Blight Stone | 9 | 45.00% | 84.8 | 55.56% | +19.20% | -55.56% | +44.44% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Sange | 2 | 10.00% | 81.8 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 30:56 | 27:01 | 27:01 | 34:51 | 34:51 | 34:51 | 07:50 | 05:48 |
 | Boots of Speed | 16 | 80.00% | 78.8 | 43.75% | -6.25% | +6.25% | +31.25% | 11.19% | 06:59 | 03:18 | 04:41 | 05:46 | 06:55 | 13:42 | 02:14 | 01:39 |
 | Headdress | 7 | 35.00% | 75.8 | 57.14% | +18.68% | -7.14% | -7.14% | 0.00% | 17:06 | 09:03 | 12:26 | 16:37 | 17:45 | 28:11 | 05:19 | 03:56 |
 | Holy Locket | 7 | 35.00% | 72.7 | 57.14% | +18.68% | -7.14% | -7.14% | 0.00% | 20:59 | 11:55 | 13:44 | 20:31 | 21:32 | 32:03 | 07:48 | 05:46 |
 | Force Staff | 10 | 50.00% | 69.7 | 50.00% | +10.00% | -16.67% | 0.00% | 3.18% | 22:44 | 19:03 | 20:23 | 21:30 | 25:38 | 26:01 | 05:15 | 03:53 |
 | Dragon Lance | 6 | 30.00% | 66.7 | 50.00% | +7.14% | 0.00% | +50.00% | 10.31% | 35:02 | 25:06 | 28:18 | 29:02 | 33:09 | 1:05:07 | 04:51 | 03:35 |
 | Aghanim's Shard | 6 | 30.00% | 63.6 | 50.00% | +7.14% | 0.00% | +50.00% | 6.93% | 35:29 | 23:08 | 29:19 | 30:30 | 36:32 | 60:04 | 07:13 | 05:20 |
 | Tranquil Boots | 3 | 15.00% | 60.6 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 28:07 | 12:55 | 12:55 | 34:46 | 36:39 | 36:39 | 23:44 | 17:34 |
 | Crown | 3 | 15.00% | 57.6 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 25:21 | 19:49 | 19:49 | 27:52 | 28:21 | 28:21 | 08:32 | 06:19 |
 | Solar Crest | 3 | 15.00% | 54.5 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 26:11 | 20:42 | 20:42 | 28:53 | 28:57 | 28:57 | 08:15 | 06:06 |
 | Glimmer Cape | 3 | 15.00% | 51.5 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 21:41 | 15:48 | 15:48 | 19:42 | 29:33 | 29:33 | 13:45 | 10:11 |
 | Chainmail | 3 | 15.00% | 48.5 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 23:33 | 17:32 | 17:32 | 26:14 | 26:54 | 26:54 | 09:22 | 06:56 |
 | Medallion of Courage | 3 | 15.00% | 45.5 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 24:10 | 18:20 | 18:20 | 26:54 | 27:15 | 27:15 | 08:55 | 06:36 |
 | Power Treads | 7 | 35.00% | 42.4 | 42.86% | -3.29% | +7.14% | +7.14% | 0.00% | 12:57 | 09:19 | 11:17 | 12:51 | 13:45 | 15:52 | 02:28 | 01:49 |
 | Hurricane Pike | 4 | 20.00% | 39.4 | 50.00% | +6.25% | -50.00% | -50.00% | 0.00% | 29:43 | 26:54 | 26:54 | 28:18 | 29:02 | 34:39 | 02:08 | 01:34 |
 | Heaven's Halberd | 1 | 5.00% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Black King Bar | 1 | 5.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.00% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Null Talisman | 5 | 25.00% | 27.3 | 40.00% | -6.67% | +60.00% | -40.00% | 0.00% | 04:47 | 02:52 | 02:52 | 04:04 | 04:34 | 08:19 | 01:42 | 01:15 |
 | Hood of Defiance | 6 | 30.00% | 24.2 | 33.33% | -16.67% | +66.67% | -33.33% | -14.67% | 16:47 | 11:20 | 14:23 | 15:29 | 21:12 | 22:22 | 06:49 | 05:02 |
 | Ring of Health | 7 | 35.00% | 21.2 | 28.57% | -25.28% | +71.43% | -28.57% | -15.71% | 17:15 | 11:20 | 14:21 | 15:49 | 20:43 | 22:22 | 06:22 | 04:42 |
 | Void Stone | 3 | 15.00% | 18.2 | 33.33% | -13.73% | -33.33% | 0.00% | 0.00% | 41:44 | 21:30 | 21:30 | 50:22 | 53:20 | 53:20 | 31:50 | 23:34 |
 | Lotus Orb | 2 | 10.00% | 15.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:11 | 21:37 | 21:37 | 50:44 | 50:44 | 50:44 | 29:07 | 21:34 |
 | Arcane Boots | 3 | 15.00% | 12.1 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 10:08 | 07:42 | 07:42 | 09:42 | 13:01 | 13:01 | 05:19 | 03:56 |
 | Aeon Disk | 1 | 5.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 00:00 | 00:00 |
 | Bracer | 6 | 30.00% | 6.1 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 12:53 | 07:02 | 08:25 | 09:50 | 17:47 | 23:54 | 09:22 | 06:56 |
 | Boots of Bearing | 1 | 5.00% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 00:00 | 00:00 |