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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 | |
 | Eternal Shroud | 4 | 36.36% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 19:47 | 15:45 | 15:45 | 18:12 | 21:42 | 23:28 | 05:57 | 04:24 |
 | Bottle | 10 | 90.91% | 96.2 | 70.00% | +70.00% | -3.33% | -20.00% | -16.67% | 01:27 | 00:47 | 01:22 | 01:31 | 01:37 | 02:02 | 00:15 | 00:11 |
 | Hood of Defiance | 5 | 45.45% | 92.3 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 13:22 | 11:20 | 11:20 | 13:08 | 14:35 | 15:49 | 03:15 | 02:24 |
 | Ring of Health | 5 | 45.45% | 88.5 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 12:46 | 10:14 | 10:14 | 12:55 | 14:03 | 15:32 | 03:49 | 02:49 |
 | Boots of Speed | 11 | 100.00% | 84.6 | 63.64% | +63.64% | +3.03% | -30.31% | -33.34% | 03:41 | 02:13 | 02:58 | 03:15 | 03:53 | 06:30 | 00:55 | 00:40 |
 | Magic Stick | 11 | 100.00% | 80.8 | 63.64% | +63.64% | +3.03% | +36.36% | 9.85% | 04:49 | -01:29 | 02:49 | 05:02 | 06:12 | 09:34 | 03:23 | 02:30 |
 | Magic Wand | 11 | 100.00% | 76.9 | 63.64% | +63.64% | +3.03% | +36.36% | 9.01% | 05:50 | -01:28 | 03:48 | 06:25 | 07:30 | 09:34 | 03:42 | 02:44 |
 | Wind Lace | 7 | 63.64% | 73.1 | 71.43% | +21.43% | +28.57% | -21.43% | -17.75% | 06:56 | 03:52 | 04:49 | 07:36 | 07:38 | 09:16 | 02:49 | 02:05 |
 | Kaya | 10 | 90.91% | 69.2 | 60.00% | -40.00% | -26.67% | -10.00% | 1.78% | 21:13 | 12:06 | 16:46 | 20:48 | 26:09 | 29:05 | 09:23 | 06:57 |
 | Sange | 10 | 90.91% | 65.4 | 60.00% | -40.00% | -26.67% | -10.00% | 3.83% | 23:33 | 18:24 | 20:27 | 21:12 | 24:48 | 33:24 | 04:21 | 03:13 |
 | Arcane Boots | 8 | 72.73% | 61.5 | 62.50% | -4.17% | -12.50% | +37.50% | 23.62% | 07:54 | 06:21 | 06:45 | 07:37 | 08:52 | 09:13 | 02:07 | 01:34 |
 | Blink Dagger | 6 | 54.55% | 57.7 | 66.67% | +6.67% | -16.67% | +33.33% | 0.00% | 24:24 | 16:32 | 24:44 | 25:02 | 26:59 | 27:26 | 02:15 | 01:40 |
 | Eul's Scepter of Divinity | 6 | 54.55% | 53.8 | 66.67% | +6.67% | +33.33% | -66.67% | 0.00% | 13:51 | 11:58 | 12:53 | 13:39 | 15:24 | 15:27 | 02:31 | 01:51 |
 | Void Stone | 6 | 54.55% | 50.0 | 66.67% | +6.67% | +33.33% | +33.33% | 0.00% | 12:30 | 10:31 | 11:33 | 12:46 | 13:24 | 13:32 | 01:51 | 01:22 |
 | Ring of Protection | 2 | 18.18% | 46.2 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 03:40 | 02:28 | 02:28 | 04:52 | 04:52 | 04:52 | 02:24 | 01:46 |
 | Bloodstone | 2 | 18.18% | 42.3 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 27:44 | 19:56 | 19:56 | 35:31 | 35:31 | 35:31 | 15:35 | 11:32 |
 | Soul Ring | 2 | 18.18% | 38.5 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 06:34 | 06:23 | 06:23 | 06:44 | 06:44 | 06:44 | 00:21 | 00:15 |
 | Kaya and Sange | 9 | 81.82% | 34.6 | 55.56% | -44.44% | -55.56% | -5.56% | 9.90% | 23:54 | 18:24 | 19:54 | 23:30 | 24:57 | 33:24 | 05:03 | 03:44 |
 | Black King Bar | 7 | 63.64% | 30.8 | 57.14% | -17.86% | +42.86% | -7.14% | -6.33% | 27:17 | 16:56 | 18:48 | 23:14 | 26:42 | 51:44 | 07:54 | 05:51 |
 | Null Talisman | 6 | 54.55% | 26.9 | 50.00% | -30.00% | -50.00% | -50.00% | 0.00% | 04:43 | 03:38 | 03:44 | 04:18 | 05:29 | 06:24 | 01:45 | 01:17 |
 | Shiva's Guard | 3 | 27.27% | 23.1 | 66.67% | +4.17% | -66.67% | 0.00% | 0.00% | 32:14 | 27:43 | 27:43 | 32:35 | 36:24 | 36:24 | 08:41 | 06:25 |
 | Scythe of Vyse | 1 | 9.09% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 9.09% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 18.18% | 11.5 | 0.00% | -77.78% | 0.00% | 0.00% | 0.00% | 35:09 | 34:42 | 34:42 | 35:36 | 35:36 | 35:36 | 00:54 | 00:40 |
 | Aghanim's Shard | 3 | 27.27% | 7.7 | 0.00% | -87.50% | 0.00% | 0.00% | 0.00% | 35:39 | 28:41 | 28:41 | 31:44 | 46:33 | 46:33 | 17:52 | 13:14 |
 | Aghanim's Scepter | 1 | 9.09% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:01 | 43:01 | 43:01 | 43:01 | 43:01 | 43:01 | 00:00 | 00:00 |