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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 | |
 | Blink Dagger | 8 | 50.00% | 100.0 | 62.50% | +37.50% | +37.50% | -12.50% | -5.22% | 29:56 | 22:56 | 25:24 | 28:38 | 34:59 | 37:27 | 09:35 | 07:05 |
 | Magic Stick | 14 | 87.50% | 96.8 | 50.00% | +50.00% | +25.00% | -16.67% | -8.25% | 04:08 | -01:29 | 00:58 | 04:19 | 06:01 | 14:23 | 05:03 | 03:44 |
 | Magic Wand | 14 | 87.50% | 93.5 | 50.00% | +50.00% | 0.00% | -16.67% | -4.86% | 07:33 | 02:49 | 05:40 | 07:13 | 09:06 | 14:42 | 03:26 | 02:32 |
 | Null Talisman | 15 | 93.75% | 90.3 | 46.67% | +46.67% | +3.33% | -21.67% | -25.00% | 02:43 | 01:13 | 01:50 | 02:09 | 02:22 | 07:27 | 00:32 | 00:23 |
 | Boots of Speed | 16 | 100.00% | 87.1 | 43.75% | +43.75% | -18.75% | -18.75% | 0.00% | 05:49 | 02:15 | 04:53 | 05:57 | 06:34 | 07:37 | 01:41 | 01:14 |
 | Black King Bar | 13 | 81.25% | 83.9 | 46.15% | +12.82% | +20.52% | -46.15% | -17.32% | 22:31 | 15:44 | 18:37 | 20:16 | 22:28 | 44:34 | 03:51 | 02:51 |
 | Urn of Shadows | 7 | 43.75% | 80.6 | 57.14% | +23.81% | -7.14% | +42.86% | 26.55% | 05:14 | 02:46 | 03:38 | 05:25 | 05:31 | 08:07 | 01:53 | 01:23 |
 | Ring of Protection | 8 | 50.00% | 77.4 | 50.00% | +12.50% | 0.00% | 0.00% | 0.00% | 00:15 | -01:29 | -01:29 | -01:29 | 02:52 | 03:16 | 04:21 | 03:13 |
 | Spirit Vessel | 5 | 31.25% | 74.2 | 60.00% | +23.64% | +40.00% | -60.00% | -30.30% | 12:37 | 10:18 | 10:18 | 13:25 | 13:36 | 14:05 | 03:18 | 02:26 |
 | Shiva's Guard | 3 | 18.75% | 71.0 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 33:51 | 28:49 | 28:49 | 32:57 | 39:46 | 39:46 | 10:57 | 08:06 |
 | Sange | 4 | 25.00% | 67.7 | 50.00% | +8.33% | -50.00% | -50.00% | 0.00% | 23:23 | 14:19 | 14:19 | 24:20 | 24:23 | 30:31 | 10:04 | 07:27 |
 | Heaven's Halberd | 1 | 6.25% | 64.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:25 | 27:25 | 27:25 | 27:25 | 27:25 | 27:25 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 31.25% | 61.3 | 40.00% | -5.45% | +60.00% | +60.00% | 0.00% | 14:47 | 12:29 | 12:29 | 14:37 | 17:05 | 17:11 | 04:36 | 03:24 |
 | Wind Lace | 5 | 31.25% | 58.1 | 40.00% | -5.45% | -40.00% | +60.00% | 75.95% | 10:30 | 08:33 | 08:33 | 09:07 | 09:52 | 16:10 | 01:19 | 00:58 |
 | Void Stone | 6 | 37.50% | 54.8 | 33.33% | -16.67% | +16.67% | -33.33% | -9.26% | 16:56 | 08:00 | 11:45 | 12:23 | 17:09 | 38:00 | 05:24 | 04:00 |
 | Aeon Disk | 2 | 12.50% | 51.6 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 32:45 | 32:06 | 32:06 | 33:24 | 33:24 | 33:24 | 01:18 | 00:57 |
 | Force Staff | 2 | 12.50% | 48.4 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 33:40 | 33:07 | 33:07 | 34:12 | 34:12 | 34:12 | 01:05 | 00:48 |
 | Arcane Boots | 2 | 12.50% | 45.2 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 26:35 | 22:32 | 22:32 | 30:38 | 30:38 | 30:38 | 08:06 | 06:00 |
 | Fluffy Hat | 2 | 12.50% | 41.9 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 22:44 | 11:16 | 11:16 | 34:12 | 34:12 | 34:12 | 22:56 | 16:59 |
 | Ring of Health | 3 | 18.75% | 38.7 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 13:11 | 09:59 | 09:59 | 11:26 | 18:08 | 18:08 | 08:09 | 06:02 |
 | Hood of Defiance | 3 | 18.75% | 35.5 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 13:15 | 10:11 | 10:11 | 11:26 | 18:08 | 18:08 | 07:57 | 05:53 |
 | Kaya and Sange | 3 | 18.75% | 32.3 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 26:32 | 19:57 | 19:57 | 29:07 | 30:32 | 30:32 | 10:35 | 07:50 |
 | Kaya | 3 | 18.75% | 29.0 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 23:30 | 19:25 | 19:25 | 22:21 | 28:45 | 28:45 | 09:20 | 06:54 |
 | Chainmail | 4 | 25.00% | 25.8 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 11:17 | 06:27 | 06:27 | 07:16 | 08:00 | 23:26 | 01:33 | 01:08 |
 | Phase Boots | 4 | 25.00% | 22.6 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 12:39 | 08:15 | 08:15 | 08:27 | 10:27 | 23:26 | 02:12 | 01:37 |
 | Aghanim's Shard | 6 | 37.50% | 19.4 | 16.67% | -43.33% | +33.33% | -16.67% | -5.08% | 32:23 | 18:25 | 28:44 | 29:01 | 38:35 | 46:09 | 09:51 | 07:17 |
 | Power Treads | 1 | 6.25% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:52 | 08:52 | 08:52 | 08:52 | 08:52 | 08:52 | 00:00 | 00:00 |
 | Bottle | 2 | 12.50% | 12.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 02:03 | 01:57 | 01:57 | 02:09 | 02:09 | 02:09 | 00:12 | 00:08 |
 | Ghost Scepter | 1 | 6.25% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 6.25% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 6.25% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 00:00 |