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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 | |
 | Bottle | 30 | 76.92% | 100.0 | 63.33% | +30.00% | +11.67% | +8.10% | -3.57% | 01:27 | 00:37 | 01:06 | 01:22 | 01:36 | 04:50 | 00:30 | 00:22 |
 | Wind Lace | 19 | 48.72% | 97.0 | 68.42% | +23.42% | -28.42% | +11.58% | 5.21% | 11:51 | 03:12 | 06:42 | 10:10 | 14:23 | 33:35 | 07:41 | 05:41 |
 | Eul's Scepter of Divinity | 12 | 30.77% | 93.9 | 75.00% | +26.85% | +25.00% | -8.33% | 0.00% | 17:05 | 11:29 | 11:55 | 13:59 | 17:29 | 37:43 | 05:34 | 04:07 |
 | Magic Wand | 37 | 94.87% | 90.9 | 59.46% | +59.46% | -15.02% | +29.43% | 22.04% | 05:54 | -01:29 | 04:44 | 05:42 | 06:45 | 11:25 | 02:01 | 01:29 |
 | Hood of Defiance | 22 | 56.41% | 87.9 | 63.64% | +16.58% | +3.03% | -3.64% | -3.92% | 11:30 | 08:04 | 09:48 | 10:46 | 11:30 | 19:12 | 01:42 | 01:15 |
 | Magic Stick | 36 | 92.31% | 84.8 | 58.33% | +25.00% | -25.00% | +19.45% | 12.88% | 03:32 | -01:29 | 01:48 | 03:52 | 05:15 | 09:40 | 03:27 | 02:33 |
 | Boots of Speed | 39 | 100.00% | 81.8 | 56.41% | +56.41% | +13.59% | -16.41% | -15.79% | 04:30 | 02:15 | 03:23 | 04:28 | 05:17 | 07:10 | 01:54 | 01:24 |
 | Null Talisman | 33 | 84.62% | 78.8 | 57.58% | +7.58% | -20.08% | +17.42% | 24.19% | 03:10 | 01:02 | 02:16 | 03:10 | 03:49 | 06:44 | 01:33 | 01:08 |
 | Kaya | 29 | 74.36% | 75.8 | 58.62% | +8.62% | -15.76% | +12.81% | 2.93% | 20:00 | 11:15 | 13:39 | 20:08 | 23:24 | 38:41 | 09:45 | 07:13 |
 | Ring of Health | 27 | 69.23% | 72.7 | 59.26% | +9.26% | -2.12% | -2.12% | 0.00% | 15:42 | 07:47 | 09:39 | 10:49 | 16:05 | 48:57 | 06:26 | 04:45 |
 | Black King Bar | 28 | 71.79% | 69.7 | 57.14% | +2.59% | +28.57% | -28.57% | -5.84% | 25:27 | 16:20 | 18:38 | 24:49 | 28:25 | 48:36 | 09:47 | 07:14 |
 | Void Stone | 20 | 51.28% | 66.7 | 60.00% | +7.37% | +20.00% | -20.00% | -1.85% | 23:01 | 07:32 | 12:42 | 18:07 | 34:17 | 42:20 | 21:35 | 15:59 |
 | Arcane Boots | 29 | 74.36% | 63.6 | 55.17% | -4.83% | +44.83% | -40.88% | -79.12% | 07:47 | 05:23 | 07:10 | 07:35 | 08:15 | 10:43 | 01:05 | 00:48 |
 | Sange | 23 | 58.97% | 60.6 | 56.52% | +0.27% | +26.81% | -23.19% | -5.65% | 22:13 | 14:33 | 17:14 | 20:47 | 26:05 | 37:15 | 08:51 | 06:33 |
 | Blink Dagger | 15 | 38.46% | 57.6 | 60.00% | +5.83% | -10.00% | -35.00% | 0.00% | 30:20 | 15:17 | 24:51 | 29:16 | 32:07 | 46:06 | 07:16 | 05:22 |
 | Kaya and Sange | 22 | 56.41% | 54.5 | 54.55% | -4.27% | -4.55% | -14.55% | -1.35% | 22:16 | 15:58 | 18:50 | 21:06 | 26:16 | 31:00 | 07:26 | 05:30 |
 | Eternal Shroud | 7 | 17.95% | 51.5 | 71.43% | +18.30% | +28.57% | -21.43% | 0.00% | 20:11 | 12:21 | 13:11 | 13:43 | 20:09 | 37:16 | 06:58 | 05:09 |
 | Bloodstone | 15 | 38.46% | 48.5 | 53.33% | -5.00% | -28.33% | -3.33% | 0.00% | 20:19 | 14:18 | 16:21 | 17:41 | 21:20 | 33:12 | 04:59 | 03:41 |
 | Shiva's Guard | 18 | 46.15% | 45.5 | 50.00% | -11.90% | +10.00% | -50.00% | -7.05% | 33:48 | 27:05 | 28:33 | 32:03 | 37:04 | 46:23 | 08:31 | 06:18 |
 | Scythe of Vyse | 8 | 20.51% | 42.4 | 62.50% | +7.66% | -12.50% | +37.50% | 0.00% | 38:42 | 27:37 | 29:20 | 38:18 | 41:44 | 51:52 | 12:24 | 09:11 |
 | Aghanim's Shard | 9 | 23.08% | 39.4 | 55.56% | -1.11% | +44.44% | +44.44% | 0.00% | 35:06 | 26:03 | 26:04 | 33:05 | 37:04 | 54:39 | 11:00 | 08:08 |
 | Ghost Scepter | 4 | 10.26% | 36.4 | 75.00% | +20.71% | -75.00% | +25.00% | 0.00% | 28:39 | 18:39 | 18:39 | 21:40 | 33:50 | 40:27 | 15:11 | 11:14 |
 | Ethereal Blade | 3 | 7.69% | 33.3 | 66.67% | +11.11% | -66.67% | 0.00% | 0.00% | 32:05 | 20:28 | 20:28 | 34:17 | 41:29 | 41:29 | 21:01 | 15:34 |
 | Quelling Blade | 1 | 2.56% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.56% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:33 | 41:33 | 41:33 | 41:33 | 41:33 | 41:33 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 2.56% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 5.13% | 21.2 | 50.00% | -6.76% | +50.00% | 0.00% | 0.00% | 33:38 | 31:41 | 31:41 | 35:35 | 35:35 | 35:35 | 03:54 | 02:53 |
 | Refresher Orb | 2 | 5.13% | 18.2 | 50.00% | -6.76% | -50.00% | 0.00% | 0.00% | 43:05 | 35:52 | 35:52 | 50:18 | 50:18 | 50:18 | 14:26 | 10:41 |
 | Wind Waker | 2 | 5.13% | 15.2 | 50.00% | -6.76% | +50.00% | 0.00% | 0.00% | 41:46 | 40:17 | 40:17 | 43:15 | 43:15 | 43:15 | 02:58 | 02:11 |
 | Aghanim's Scepter | 4 | 10.26% | 12.1 | 25.00% | -35.00% | -25.00% | -25.00% | 0.00% | 28:55 | 22:25 | 22:25 | 24:08 | 30:28 | 38:37 | 08:03 | 05:57 |
 | Lotus Orb | 1 | 2.56% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.56% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.56% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 00:00 | 00:00 |