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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 Stick | 5 | 71.43% | 100.0 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 01:01 | -01:29 | -01:29 | 01:10 | 02:08 | 02:38 | 03:37 | 02:40 |
 | Sange | 6 | 85.71% | 96.8 | 50.00% | +50.00% | -50.00% | +50.00% | 17.00% | 22:53 | 13:17 | 13:19 | 14:35 | 19:12 | 1:01:07 | 05:53 | 04:21 |
 | Shiva's Guard | 3 | 42.86% | 93.5 | 66.67% | +41.67% | -66.67% | 0.00% | 3.18% | 39:37 | 29:49 | 29:49 | 38:15 | 50:47 | 50:47 | 20:58 | 15:31 |
 | Null Talisman | 3 | 42.86% | 90.3 | 66.67% | +41.67% | +33.33% | 0.00% | -33.33% | 01:51 | 01:33 | 01:33 | 01:35 | 02:25 | 02:25 | 00:52 | 00:38 |
 | Hood of Defiance | 7 | 100.00% | 87.1 | 42.86% | +42.86% | +7.14% | -42.86% | -22.39% | 10:21 | 07:45 | 08:22 | 10:16 | 10:36 | 16:09 | 02:14 | 01:39 |
 | Boots of Speed | 7 | 100.00% | 83.9 | 42.86% | +42.86% | +7.14% | -42.86% | -50.00% | 04:12 | 02:29 | 03:55 | 04:31 | 04:31 | 05:10 | 00:36 | 00:26 |
 | Magic Wand | 7 | 100.00% | 80.6 | 42.86% | +42.86% | -42.86% | +7.14% | 11.45% | 03:12 | -01:29 | -01:28 | 03:58 | 05:50 | 07:51 | 07:18 | 05:24 |
 | Ring of Health | 7 | 100.00% | 77.4 | 42.86% | +42.86% | +7.14% | -42.86% | -23.44% | 10:13 | 07:35 | 08:12 | 10:03 | 10:20 | 16:09 | 02:08 | 01:34 |
 | Aghanim's Shard | 4 | 57.14% | 74.2 | 50.00% | +16.67% | -50.00% | +50.00% | 12.40% | 21:34 | 15:01 | 15:01 | 18:36 | 23:05 | 29:34 | 08:04 | 05:58 |
 | Power Treads | 4 | 57.14% | 71.0 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 07:53 | 06:47 | 06:47 | 06:53 | 08:30 | 09:21 | 01:43 | 01:16 |
 | Kaya | 5 | 71.43% | 67.7 | 40.00% | -10.00% | -40.00% | +60.00% | 10.89% | 29:48 | 17:29 | 17:29 | 24:37 | 26:40 | 1:01:07 | 09:11 | 06:48 |
 | Kaya and Sange | 5 | 71.43% | 64.5 | 40.00% | -10.00% | -40.00% | +60.00% | 10.49% | 29:58 | 17:29 | 17:29 | 24:37 | 27:01 | 1:01:07 | 09:32 | 07:03 |
 | Void Stone | 1 | 14.29% | 61.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |
 | Bracer | 1 | 14.29% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 14.29% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 14.29% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 00:00 | 00:00 |
 | Black King Bar | 1 | 14.29% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 28.57% | 45.2 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 21:18 | 19:05 | 19:05 | 23:30 | 23:30 | 23:30 | 04:25 | 03:16 |
 | Spirit Vessel | 2 | 28.57% | 41.9 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 12:13 | 11:45 | 11:45 | 12:41 | 12:41 | 12:41 | 00:56 | 00:41 |
 | Blink Dagger | 2 | 28.57% | 38.7 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 22:43 | 20:10 | 20:10 | 25:16 | 25:16 | 25:16 | 05:06 | 03:46 |
 | Urn of Shadows | 2 | 28.57% | 35.5 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 03:27 | 02:36 | 02:36 | 04:17 | 04:17 | 04:17 | 01:41 | 01:14 |
 | Ring of Protection | 2 | 28.57% | 32.3 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | -00:07 | -01:29 | -01:29 | 01:15 | 01:15 | 01:15 | 02:44 | 02:01 |
 | Force Staff | 2 | 28.57% | 29.0 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 25:12 | 23:30 | 23:30 | 26:53 | 26:53 | 26:53 | 03:23 | 02:30 |
 | Wind Lace | 3 | 42.86% | 25.8 | 33.33% | -16.67% | -33.33% | 0.00% | 1.62% | 16:28 | 09:01 | 09:01 | 10:47 | 29:36 | 29:36 | 20:35 | 15:14 |
 | Heart of Tarrasque | 1 | 14.29% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 14.29% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 14.29% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 14.29% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 00:00 | 00:00 |
 | Chainmail | 2 | 28.57% | 9.7 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 05:22 | 04:01 | 04:01 | 06:43 | 06:43 | 06:43 | 02:42 | 02:00 |
 | Headdress | 1 | 14.29% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:24 | 28:24 | 28:24 | 28:24 | 28:24 | 28:24 | 00:00 | 00:00 |
 | Phase Boots | 1 | 14.29% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:43 | 05:43 | 05:43 | 05:43 | 05:43 | 05:43 | 00:00 | 00:00 |