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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 | |
 | Dragon Lance | 12 | 52.17% | 100.0 | 66.67% | +57.58% | 0.00% | -33.34% | -2.57% | 23:36 | 11:23 | 15:31 | 19:35 | 28:29 | 40:30 | 12:58 | 09:36 |
 | Hurricane Pike | 12 | 52.17% | 97.1 | 66.67% | +57.58% | 0.00% | 0.00% | 0.00% | 30:04 | 17:06 | 23:42 | 29:22 | 30:59 | 52:12 | 07:17 | 05:23 |
 | Ring of Health | 7 | 30.43% | 94.3 | 71.43% | +46.43% | +28.57% | -21.43% | -5.25% | 28:20 | 17:27 | 23:38 | 26:45 | 33:09 | 37:07 | 09:31 | 07:02 |
 | Power Treads | 18 | 78.26% | 91.4 | 50.00% | +50.00% | +10.00% | -50.00% | -5.46% | 16:13 | 06:30 | 10:20 | 13:21 | 21:19 | 29:25 | 10:59 | 08:08 |
 | Wraith Band | 6 | 26.09% | 88.6 | 66.67% | +37.26% | +33.33% | -66.67% | -6.04% | 21:34 | -01:29 | 13:38 | 22:40 | 30:11 | 35:15 | 16:33 | 12:15 |
 | Force Staff | 20 | 86.96% | 85.7 | 45.00% | +45.00% | -25.00% | +35.00% | 7.19% | 24:32 | 15:02 | 18:45 | 22:05 | 27:06 | 51:43 | 08:21 | 06:11 |
 | Fluffy Hat | 21 | 91.30% | 82.9 | 42.86% | +42.86% | -2.86% | +37.14% | 5.12% | 14:52 | -00:56 | 08:32 | 11:42 | 16:21 | 51:43 | 07:49 | 05:47 |
 | Void Stone | 4 | 17.39% | 80.0 | 75.00% | +43.42% | +25.00% | +25.00% | 0.00% | 42:07 | 33:09 | 33:09 | 35:15 | 37:07 | 1:02:57 | 03:58 | 02:56 |
 | Hood of Defiance | 4 | 17.39% | 77.1 | 75.00% | +43.42% | +25.00% | +25.00% | 0.00% | 31:43 | 17:34 | 17:34 | 24:59 | 26:45 | 57:32 | 09:11 | 06:48 |
 | Pipe of Insight | 2 | 8.70% | 74.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 25:27 | 22:23 | 22:23 | 28:31 | 28:31 | 28:31 | 06:08 | 04:32 |
 | Magic Stick | 23 | 100.00% | 71.4 | 39.13% | +39.13% | -5.80% | +27.54% | 13.89% | 02:03 | -01:29 | -01:29 | -01:14 | 03:53 | 16:14 | 05:22 | 03:58 |
 | Magic Wand | 23 | 100.00% | 68.6 | 39.13% | +39.13% | -5.80% | -5.80% | 0.00% | 08:15 | -01:14 | 07:00 | 07:31 | 09:43 | 16:29 | 02:43 | 02:00 |
 | Boots of Speed | 23 | 100.00% | 65.7 | 39.13% | +39.13% | +27.54% | -5.80% | -9.90% | 05:54 | -01:29 | 04:20 | 05:43 | 07:42 | 18:40 | 03:22 | 02:29 |
 | Aghanim's Shard | 5 | 21.74% | 62.9 | 60.00% | +26.67% | +40.00% | -60.00% | -18.81% | 19:12 | 15:01 | 15:01 | 17:33 | 20:20 | 27:56 | 05:19 | 03:56 |
 | Lotus Orb | 3 | 13.04% | 60.0 | 66.67% | +31.67% | +33.33% | 0.00% | 0.00% | 36:38 | 33:28 | 33:28 | 37:07 | 39:19 | 39:19 | 05:51 | 04:20 |
 | Aghanim's Scepter | 3 | 13.04% | 57.1 | 66.67% | +31.67% | -66.67% | 0.00% | 0.00% | 40:19 | 34:22 | 34:22 | 42:42 | 43:53 | 43:53 | 09:31 | 07:02 |
 | Helm of Iron Will | 1 | 4.35% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 4.35% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 00:00 | 00:00 |
 | Vanguard | 1 | 4.35% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:38 | 23:38 | 23:38 | 23:38 | 23:38 | 23:38 | 00:00 | 00:00 |
 | Bracer | 1 | 4.35% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 4.35% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Moon Shard | 1 | 4.35% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 00:00 | 00:00 |
 | Headdress | 5 | 21.74% | 37.1 | 40.00% | +1.11% | -40.00% | +60.00% | 7.97% | 19:25 | 09:54 | 09:54 | 18:35 | 22:27 | 27:50 | 12:33 | 09:17 |
 | Black King Bar | 2 | 8.70% | 34.3 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 39:12 | 29:44 | 29:44 | 48:40 | 48:40 | 48:40 | 18:56 | 14:01 |
 | Drum of Endurance | 2 | 8.70% | 31.4 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 14:28 | 14:10 | 14:10 | 14:45 | 14:45 | 14:45 | 00:35 | 00:25 |
 | Blight Stone | 3 | 13.04% | 28.6 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wind Lace | 3 | 13.04% | 25.7 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 11:05 | 06:43 | 06:43 | 12:46 | 13:45 | 13:45 | 07:02 | 05:12 |
 | Glimmer Cape | 3 | 13.04% | 22.9 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 27:47 | 24:16 | 24:16 | 24:48 | 34:18 | 34:18 | 10:02 | 07:25 |
 | Mekansm | 3 | 13.04% | 20.0 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 19:07 | 15:01 | 15:01 | 18:37 | 23:44 | 23:44 | 08:43 | 06:27 |
 | Chainmail | 3 | 13.04% | 17.1 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 17:09 | 12:06 | 12:06 | 16:53 | 22:27 | 22:27 | 10:21 | 07:40 |
 | Tranquil Boots | 1 | 4.35% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:46 | 13:46 | 13:46 | 13:46 | 13:46 | 13:46 | 00:00 | 00:00 |
 | Buckler | 2 | 8.70% | 11.4 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 26:58 | 24:59 | 24:59 | 28:57 | 28:57 | 28:57 | 03:58 | 02:56 |
 | Holy Locket | 1 | 4.35% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 8.70% | 5.7 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 11:45 | -01:29 | -01:29 | 24:59 | 24:59 | 24:59 | 26:28 | 19:36 |
 | Mage Slayer | 1 | 4.35% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |