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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 | |
 | Kaya and Sange | 5 | 45.45% | 100.0 | 40.00% | +40.00% | +60.00% | -40.00% | 0.00% | 23:13 | 15:56 | 15:56 | 25:23 | 25:54 | 27:55 | 09:58 | 07:22 |
 | Lotus Orb | 6 | 54.55% | 96.0 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 20:49 | 16:34 | 17:20 | 18:04 | 23:28 | 27:35 | 06:08 | 04:32 |
 | Kaya | 7 | 63.64% | 92.0 | 28.57% | +28.57% | +21.43% | -28.57% | -6.56% | 24:27 | 15:56 | 20:17 | 23:27 | 27:54 | 31:12 | 07:37 | 05:38 |
 | Wind Lace | 7 | 63.64% | 88.0 | 28.57% | +28.57% | +21.43% | -28.57% | -25.00% | 12:29 | 08:15 | 10:53 | 11:38 | 12:53 | 16:50 | 02:00 | 01:28 |
 | Void Stone | 8 | 72.73% | 84.0 | 25.00% | +25.00% | +25.00% | +25.00% | 0.00% | 15:20 | 10:15 | 10:42 | 13:33 | 19:08 | 21:36 | 08:26 | 06:14 |
 | Sange | 10 | 90.91% | 80.0 | 20.00% | +20.00% | +13.33% | -20.00% | -3.89% | 21:08 | 12:02 | 16:57 | 22:25 | 25:31 | 26:35 | 08:34 | 06:20 |
 | Ring of Protection | 11 | 100.00% | 76.0 | 18.18% | +18.18% | +15.15% | -18.18% | -33.33% | -00:08 | -01:29 | -01:29 | -01:29 | -01:28 | 06:10 | 00:01 | 00:00 |
 | Boots of Speed | 11 | 100.00% | 72.0 | 18.18% | +18.18% | +48.49% | -18.18% | -23.12% | 04:51 | 02:26 | 02:42 | 04:29 | 05:35 | 08:30 | 02:53 | 02:08 |
 | Magic Stick | 11 | 100.00% | 68.0 | 18.18% | +18.18% | +15.15% | -18.18% | -6.83% | 05:01 | -01:29 | 02:31 | 05:39 | 07:24 | 09:51 | 04:53 | 03:37 |
 | Ring of Health | 11 | 100.00% | 64.0 | 18.18% | +18.18% | -18.18% | +48.49% | 6.43% | 11:16 | 04:03 | 05:16 | 10:46 | 15:38 | 21:36 | 10:22 | 07:40 |
 | Arcane Boots | 11 | 100.00% | 60.0 | 18.18% | +18.18% | -18.18% | -18.18% | 0.00% | 08:19 | 05:08 | 05:47 | 07:39 | 08:51 | 17:09 | 03:04 | 02:16 |
 | Quelling Blade | 11 | 100.00% | 56.0 | 18.18% | +18.18% | -18.18% | -18.18% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Soul Ring | 11 | 100.00% | 52.0 | 18.18% | +18.18% | -18.18% | +15.15% | 9.30% | 04:39 | 01:58 | 02:14 | 04:24 | 05:49 | 09:08 | 03:35 | 02:39 |
 | Blink Dagger | 2 | 18.18% | 48.0 | 50.00% | +38.89% | +50.00% | 0.00% | 0.00% | 32:01 | 28:03 | 28:03 | 35:58 | 35:58 | 35:58 | 07:55 | 05:51 |
 | Aghanim's Shard | 2 | 18.18% | 44.0 | 50.00% | +38.89% | +50.00% | 0.00% | 0.00% | 30:10 | 24:16 | 24:16 | 36:03 | 36:03 | 36:03 | 11:47 | 08:43 |
 | Bloodstone | 3 | 27.27% | 40.0 | 33.33% | +20.83% | +66.67% | 0.00% | 0.00% | 33:41 | 32:35 | 32:35 | 32:48 | 35:40 | 35:40 | 03:05 | 02:17 |
 | Eul's Scepter of Divinity | 5 | 45.45% | 36.0 | 20.00% | +3.33% | +80.00% | -20.00% | 0.00% | 16:42 | 13:29 | 13:29 | 17:32 | 19:22 | 19:28 | 05:53 | 04:21 |
 | Magic Wand | 10 | 90.91% | 32.0 | 10.00% | -90.00% | +23.33% | -10.00% | -13.42% | 08:56 | 04:10 | 08:00 | 08:30 | 10:29 | 13:15 | 02:29 | 01:50 |
 | Heaven's Halberd | 5 | 45.45% | 28.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 24:42 | 15:12 | 15:12 | 24:55 | 28:51 | 30:22 | 13:39 | 10:06 |
 | Hood of Defiance | 6 | 54.55% | 24.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 10:07 | 05:27 | 07:23 | 09:09 | 12:07 | 15:38 | 04:44 | 03:30 |
 | Vanguard | 2 | 18.18% | 20.0 | 0.00% | -22.22% | 0.00% | 0.00% | 0.00% | 08:56 | 07:25 | 07:25 | 10:27 | 10:27 | 10:27 | 03:02 | 02:14 |
 | Shiva's Guard | 1 | 9.09% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 9.09% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:21 | 02:21 | 02:21 | 02:21 | 02:21 | 02:21 | 00:00 | 00:00 |
 | Black King Bar | 1 | 9.09% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 |
 | Bracer | 3 | 27.27% | 4.0 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 02:08 | 01:56 | 01:56 | 02:14 | 02:14 | 02:14 | 00:18 | 00:13 |