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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 | |
 | Eul's Scepter of Divinity | 4 | 25.00% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 17:38 | 11:15 | 11:15 | 15:11 | 15:26 | 28:38 | 04:11 | 03:05 |
 | Void Stone | 6 | 37.50% | 97.0 | 83.33% | +63.33% | +16.67% | +16.67% | 0.00% | 16:05 | 07:31 | 11:35 | 12:45 | 21:23 | 28:21 | 09:48 | 07:15 |
 | Wind Lace | 7 | 43.75% | 93.9 | 71.43% | +49.21% | +28.57% | -21.43% | -15.38% | 16:23 | 10:20 | 11:11 | 13:24 | 14:26 | 28:19 | 03:15 | 02:24 |
 | Aghanim's Shard | 12 | 75.00% | 90.9 | 58.33% | +58.33% | +41.67% | -25.00% | -11.43% | 25:31 | 19:58 | 21:11 | 25:08 | 27:01 | 32:10 | 05:50 | 04:19 |
 | Black King Bar | 11 | 68.75% | 87.9 | 54.55% | +34.55% | +12.12% | +12.12% | 0.00% | 21:38 | 17:35 | 18:22 | 21:45 | 21:48 | 31:21 | 03:26 | 02:32 |
 | Magic Wand | 15 | 93.75% | 84.8 | 46.67% | +46.67% | -21.67% | +28.33% | 13.45% | 07:37 | 03:03 | 05:05 | 06:42 | 08:48 | 15:24 | 03:43 | 02:45 |
 | Magic Stick | 16 | 100.00% | 81.8 | 43.75% | +43.75% | -18.75% | +31.25% | 14.08% | 02:26 | -01:29 | -01:29 | 01:49 | 05:02 | 11:40 | 06:31 | 04:49 |
 | Boots of Speed | 16 | 100.00% | 78.8 | 43.75% | +43.75% | +6.25% | -18.75% | -7.61% | 06:04 | 02:41 | 04:11 | 05:26 | 07:28 | 09:32 | 03:17 | 02:25 |
 | Null Talisman | 10 | 62.50% | 75.8 | 50.00% | +16.67% | -16.67% | +50.00% | 21.74% | 03:40 | 01:37 | 02:10 | 03:15 | 05:14 | 05:33 | 03:04 | 02:16 |
 | Ring of Health | 6 | 37.50% | 72.7 | 50.00% | +10.00% | 0.00% | +50.00% | 3.04% | 16:18 | 07:47 | 08:47 | 09:40 | 25:13 | 36:33 | 16:26 | 12:10 |
 | Arcane Boots | 3 | 18.75% | 69.7 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 13:27 | 12:26 | 12:26 | 13:51 | 14:05 | 14:05 | 01:39 | 01:13 |
 | Shiva's Guard | 3 | 18.75% | 66.7 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 33:03 | 27:44 | 27:44 | 33:14 | 38:11 | 38:11 | 10:27 | 07:44 |
 | Bottle | 3 | 18.75% | 63.6 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 01:25 | 01:10 | 01:10 | 01:22 | 01:42 | 01:42 | 00:32 | 00:23 |
 | Blink Dagger | 3 | 18.75% | 60.6 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 35:08 | 28:41 | 28:41 | 34:35 | 42:07 | 42:07 | 13:26 | 09:57 |
 | Urn of Shadows | 4 | 25.00% | 57.6 | 50.00% | +8.33% | -50.00% | +50.00% | 74.07% | 03:22 | 02:12 | 02:12 | 03:07 | 03:33 | 04:34 | 01:21 | 01:00 |
 | Ring of Protection | 4 | 25.00% | 54.5 | 50.00% | +8.33% | -50.00% | -50.00% | 0.00% | 01:29 | -01:29 | -01:29 | 02:23 | 02:27 | 02:34 | 03:56 | 02:54 |
 | Hood of Defiance | 4 | 25.00% | 51.5 | 50.00% | +8.33% | +50.00% | +50.00% | 0.00% | 09:33 | 08:47 | 08:47 | 09:41 | 09:50 | 09:54 | 01:03 | 00:46 |
 | Heaven's Halberd | 1 | 6.25% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 6.25% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Chainmail | 5 | 31.25% | 42.4 | 40.00% | -5.45% | -40.00% | +60.00% | 28.71% | 07:54 | 05:39 | 05:39 | 06:53 | 09:08 | 12:01 | 03:29 | 02:34 |
 | Phase Boots | 5 | 31.25% | 39.4 | 40.00% | -5.45% | -40.00% | +60.00% | 36.36% | 09:01 | 07:03 | 07:03 | 07:55 | 09:48 | 12:28 | 02:45 | 02:02 |
 | Lotus Orb | 2 | 12.50% | 36.4 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 21:26 | 17:15 | 17:15 | 25:36 | 25:36 | 25:36 | 08:21 | 06:11 |
 | Ghost Scepter | 2 | 12.50% | 33.3 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 24:45 | 22:43 | 22:43 | 26:46 | 26:46 | 26:46 | 04:03 | 03:00 |
 | Power Treads | 2 | 12.50% | 30.3 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 06:10 | 06:02 | 06:02 | 06:17 | 06:17 | 06:17 | 00:15 | 00:11 |
 | Sange | 3 | 18.75% | 27.3 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 21:36 | 10:50 | 10:50 | 13:47 | 40:10 | 40:10 | 29:20 | 21:43 |
 | Headdress | 3 | 18.75% | 24.2 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 15:15 | 13:49 | 13:49 | 14:15 | 17:40 | 17:40 | 03:51 | 02:51 |
 | Holy Locket | 3 | 18.75% | 21.2 | 33.33% | -12.82% | +66.67% | 0.00% | 0.00% | 20:49 | 17:24 | 17:24 | 18:48 | 26:15 | 26:15 | 08:51 | 06:33 |
 | Fluffy Hat | 3 | 18.75% | 18.2 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 07:16 | 02:47 | 02:47 | 09:27 | 09:34 | 09:34 | 06:47 | 05:01 |
 | Bracer | 5 | 31.25% | 15.2 | 20.00% | -34.55% | +80.00% | -20.00% | -31.41% | 04:31 | -00:41 | -00:41 | 02:42 | 03:52 | 14:19 | 04:33 | 03:22 |
 | Drum of Endurance | 1 | 6.25% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:13 | 19:13 | 19:13 | 19:13 | 19:13 | 19:13 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 6.25% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Kaya | 2 | 12.50% | 6.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 13:31 | 09:51 | 09:51 | 17:10 | 17:10 | 17:10 | 07:19 | 05:25 |
 | Kaya and Sange | 2 | 12.50% | 3.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 15:29 | 13:47 | 13:47 | 17:10 | 17:10 | 17:10 | 03:23 | 02:30 |