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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 | |
 | Shiva's Guard | 7 | 46.67% | 100.0 | 85.71% | +85.71% | +14.29% | -35.71% | -8.31% | 32:03 | 26:32 | 28:45 | 30:26 | 34:46 | 37:54 | 06:01 | 04:27 |
 | Chainmail | 7 | 46.67% | 97.0 | 71.43% | +58.93% | -21.43% | +28.57% | 21.74% | 07:06 | 04:03 | 05:38 | 07:24 | 07:56 | 09:20 | 02:18 | 01:42 |
 | Phase Boots | 7 | 46.67% | 93.9 | 71.43% | +58.93% | -71.43% | +28.57% | 52.17% | 09:09 | 07:29 | 08:00 | 08:28 | 09:55 | 11:17 | 01:55 | 01:25 |
 | Urn of Shadows | 4 | 26.67% | 90.9 | 75.00% | +47.73% | +25.00% | +25.00% | 0.00% | 03:40 | 02:36 | 02:36 | 03:05 | 03:09 | 05:51 | 00:33 | 00:24 |
 | Lotus Orb | 4 | 26.67% | 87.9 | 75.00% | +47.73% | -75.00% | +25.00% | 22.39% | 23:48 | 20:44 | 20:44 | 23:21 | 25:12 | 25:54 | 04:28 | 03:18 |
 | Blink Dagger | 2 | 13.33% | 84.8 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 24:43 | 21:19 | 21:19 | 28:06 | 28:06 | 28:06 | 06:47 | 05:01 |
 | Heaven's Halberd | 2 | 13.33% | 81.8 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 22:47 | 15:22 | 15:22 | 30:11 | 30:11 | 30:11 | 14:49 | 10:58 |
 | Quelling Blade | 2 | 13.33% | 78.8 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Health | 7 | 46.67% | 75.8 | 57.14% | +32.14% | -7.14% | -7.14% | 0.00% | 25:59 | 18:38 | 21:48 | 24:54 | 27:06 | 35:54 | 05:18 | 03:55 |
 | Boots of Speed | 15 | 100.00% | 72.7 | 40.00% | +40.00% | +10.00% | +10.00% | 0.00% | 05:11 | 03:39 | 04:22 | 05:06 | 05:38 | 07:26 | 01:16 | 00:56 |
 | Sange | 5 | 33.33% | 69.7 | 60.00% | +30.00% | +40.00% | +40.00% | 0.00% | 22:23 | 12:59 | 12:59 | 20:34 | 28:14 | 31:26 | 15:15 | 11:17 |
 | Ring of Protection | 5 | 33.33% | 66.7 | 60.00% | +30.00% | +40.00% | +40.00% | 0.00% | 01:21 | -01:29 | -01:29 | 01:33 | 03:13 | 04:56 | 04:42 | 03:28 |
 | Magic Wand | 13 | 86.67% | 63.6 | 38.46% | -11.54% | +28.21% | -5.13% | -13.34% | 04:30 | 02:36 | 03:06 | 04:10 | 05:36 | 08:22 | 02:30 | 01:51 |
 | Black King Bar | 13 | 86.67% | 60.6 | 38.46% | -11.54% | -5.13% | -38.46% | -7.12% | 19:52 | 14:59 | 17:09 | 18:24 | 21:50 | 31:27 | 04:41 | 03:28 |
 | Void Stone | 9 | 60.00% | 57.6 | 44.44% | +11.11% | -44.44% | +5.56% | 2.84% | 21:00 | 07:23 | 09:30 | 23:53 | 27:06 | 35:54 | 17:36 | 13:02 |
 | Magic Stick | 14 | 93.33% | 54.5 | 35.71% | -64.29% | +39.29% | -35.71% | -46.39% | 03:02 | 01:42 | 02:03 | 02:41 | 03:40 | 07:29 | 01:37 | 01:11 |
 | Null Talisman | 10 | 66.67% | 51.5 | 40.00% | 0.00% | +26.67% | -40.00% | -48.20% | 02:38 | -01:29 | 02:06 | 02:29 | 03:29 | 07:00 | 01:23 | 01:01 |
 | Soul Ring | 3 | 20.00% | 48.5 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 06:00 | 03:50 | 03:50 | 04:40 | 09:31 | 09:31 | 05:41 | 04:12 |
 | Refresher Orb | 1 | 6.67% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 6.67% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 40.00% | 39.4 | 33.33% | -11.11% | +16.67% | -33.33% | -4.74% | 30:22 | 23:40 | 24:12 | 30:11 | 34:45 | 38:19 | 10:33 | 07:48 |
 | Spirit Vessel | 2 | 13.33% | 36.4 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 10:47 | 08:53 | 08:53 | 12:40 | 12:40 | 12:40 | 03:47 | 02:48 |
 | Bottle | 6 | 40.00% | 33.3 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 01:25 | 01:12 | 01:14 | 01:20 | 01:35 | 01:49 | 00:21 | 00:15 |
 | Linken's Sphere | 2 | 13.33% | 30.3 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 28:13 | 27:08 | 27:08 | 29:18 | 29:18 | 29:18 | 02:10 | 01:36 |
 | Scythe of Vyse | 2 | 13.33% | 27.3 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 46:21 | 40:28 | 40:28 | 52:13 | 52:13 | 52:13 | 11:45 | 08:42 |
 | Power Treads | 1 | 6.67% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:15 | 06:15 | 06:15 | 06:15 | 06:15 | 06:15 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 6.67% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 6.67% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |
 | Wind Lace | 3 | 20.00% | 15.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 07:25 | 05:50 | 05:50 | 07:43 | 08:43 | 08:43 | 02:53 | 02:08 |
 | Kaya | 1 | 6.67% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 00:00 | 00:00 |
 | Crown | 1 | 6.67% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 6.67% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 3 | 20.00% | 3.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 11:52 | 10:46 | 10:46 | 11:47 | 13:02 | 13:02 | 02:16 | 01:40 |