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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 | |
 | Ring of Health | 4 | 26.67% | 100.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 31:37 | 24:44 | 24:44 | 26:59 | 35:31 | 39:12 | 10:47 | 07:59 |
 | Magic Wand | 11 | 73.33% | 96.7 | 63.64% | +38.64% | +3.03% | +3.03% | 0.00% | 10:26 | 03:30 | 07:50 | 10:06 | 11:22 | 17:29 | 03:32 | 02:37 |
 | Aghanim's Shard | 9 | 60.00% | 93.3 | 66.67% | +33.34% | -16.67% | -16.67% | 0.00% | 24:58 | 20:00 | 20:02 | 21:34 | 27:01 | 40:31 | 06:59 | 05:10 |
 | Magic Stick | 14 | 93.33% | 90.0 | 57.14% | +57.14% | +17.86% | +9.53% | -1.92% | 02:02 | -01:29 | -01:29 | -01:29 | 05:49 | 12:59 | 07:18 | 05:24 |
 | Wind Lace | 14 | 93.33% | 86.7 | 57.14% | +57.14% | +17.86% | -23.81% | -15.34% | 07:46 | 03:29 | 06:37 | 08:16 | 09:20 | 10:23 | 02:43 | 02:00 |
 | Tranquil Boots | 14 | 93.33% | 83.3 | 57.14% | +57.14% | -32.14% | -23.81% | 3.31% | 09:22 | 06:08 | 08:09 | 09:13 | 10:40 | 11:29 | 02:31 | 01:51 |
 | Boots of Speed | 15 | 100.00% | 80.0 | 53.33% | +53.33% | -28.33% | -3.33% | 6.76% | 06:55 | 03:34 | 04:33 | 06:54 | 08:15 | 10:11 | 03:42 | 02:44 |
 | Fluffy Hat | 4 | 26.67% | 76.7 | 75.00% | +29.55% | -75.00% | +25.00% | 9.93% | 14:34 | 07:30 | 07:30 | 11:11 | 17:34 | 22:02 | 10:04 | 07:27 |
 | Sange | 2 | 13.33% | 73.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 22:34 | 20:26 | 20:26 | 24:41 | 24:41 | 24:41 | 04:15 | 03:08 |
 | Aeon Disk | 2 | 13.33% | 70.0 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 37:57 | 36:11 | 36:11 | 39:43 | 39:43 | 39:43 | 03:32 | 02:37 |
 | Heaven's Halberd | 2 | 13.33% | 66.7 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 26:59 | 26:08 | 26:08 | 27:50 | 27:50 | 27:50 | 01:42 | 01:15 |
 | Refresher Orb | 2 | 13.33% | 63.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 43:34 | 34:34 | 34:34 | 52:33 | 52:33 | 52:33 | 17:59 | 13:19 |
 | Void Stone | 7 | 46.67% | 60.0 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 23:36 | 14:30 | 14:33 | 21:18 | 24:45 | 39:12 | 10:12 | 07:33 |
 | Ring of Protection | 4 | 26.67% | 56.7 | 50.00% | -4.55% | -50.00% | +50.00% | 8.30% | 07:10 | -01:29 | -01:29 | 02:50 | 13:32 | 13:48 | 15:01 | 11:07 |
 | Shiva's Guard | 4 | 26.67% | 53.3 | 50.00% | -4.55% | -50.00% | +50.00% | 6.34% | 32:40 | 20:57 | 20:57 | 31:57 | 36:43 | 41:03 | 15:46 | 11:40 |
 | Urn of Shadows | 4 | 26.67% | 50.0 | 50.00% | -4.55% | -50.00% | -50.00% | 0.00% | 09:42 | 03:40 | 03:40 | 05:03 | 14:13 | 15:50 | 10:33 | 07:48 |
 | Headdress | 1 | 6.67% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:05 | 22:05 | 22:05 | 22:05 | 22:05 | 22:05 | 00:00 | 00:00 |
 | Black King Bar | 1 | 6.67% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 00:00 | 00:00 |
 | Bottle | 1 | 6.67% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 00:00 | 00:00 |
 | Holy Locket | 1 | 6.67% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 6.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 33.33% | 30.0 | 40.00% | -20.00% | -40.00% | -40.00% | 0.00% | 23:10 | 19:06 | 19:06 | 21:54 | 23:59 | 31:44 | 04:53 | 03:37 |
 | Force Staff | 2 | 13.33% | 26.7 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 14:44 | 12:35 | 12:35 | 16:53 | 16:53 | 16:53 | 04:18 | 03:11 |
 | Spirit Vessel | 2 | 13.33% | 23.3 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 17:41 | 14:41 | 14:41 | 20:40 | 20:40 | 20:40 | 05:59 | 04:25 |
 | Bracer | 1 | 6.67% | 20.0 | 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 |
 | Crown | 1 | 6.67% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 6.67% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 6.67% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 6.67% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 6.67% | 3.3 | 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 |