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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 | |
 | Hood of Defiance | 19 | 59.38% | 100.0 | 52.63% | +37.25% | +7.37% | -12.63% | -3.66% | 10:41 | 04:54 | 05:51 | 09:23 | 11:19 | 27:37 | 05:28 | 04:02 |
 | Chainmail | 28 | 87.50% | 97.2 | 42.86% | +42.86% | 0.00% | -28.57% | -8.40% | 07:27 | 04:06 | 05:12 | 06:45 | 08:36 | 22:06 | 03:24 | 02:31 |
 | Phase Boots | 28 | 87.50% | 94.4 | 42.86% | +42.86% | 0.00% | -14.29% | -4.51% | 08:46 | 05:28 | 06:30 | 08:37 | 09:40 | 22:46 | 03:10 | 02:20 |
 | Bottle | 6 | 18.75% | 91.7 | 66.67% | +35.90% | +33.33% | +33.33% | 0.00% | 01:28 | 01:13 | 01:18 | 01:22 | 01:32 | 01:58 | 00:14 | 00:10 |
 | Blink Dagger | 23 | 71.88% | 88.9 | 43.48% | +21.26% | +23.19% | -26.81% | -4.55% | 24:56 | 13:11 | 19:07 | 25:37 | 30:07 | 38:50 | 11:00 | 08:08 |
 | Ring of Health | 27 | 84.38% | 86.1 | 40.74% | +20.74% | +16.40% | +16.40% | 0.00% | 05:26 | 01:44 | 02:57 | 03:31 | 09:01 | 11:39 | 06:04 | 04:29 |
 | Aghanim's Scepter | 24 | 75.00% | 83.3 | 41.67% | +16.67% | -25.00% | +8.33% | 12.05% | 19:18 | 14:39 | 17:04 | 18:42 | 19:50 | 31:56 | 02:46 | 02:02 |
 | Boots of Speed | 32 | 100.00% | 80.6 | 37.50% | +37.50% | -12.50% | -12.50% | 0.00% | 04:09 | -01:29 | 02:38 | 03:47 | 05:26 | 08:51 | 02:48 | 02:04 |
 | Quelling Blade | 19 | 59.38% | 77.8 | 42.11% | +11.34% | +17.89% | -2.11% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Magic Wand | 23 | 71.88% | 75.0 | 39.13% | +5.80% | +10.87% | -5.80% | -2.73% | 07:41 | 01:40 | 04:09 | 08:46 | 10:15 | 12:32 | 06:06 | 04:31 |
 | Soul Ring | 13 | 40.63% | 72.2 | 46.15% | +14.57% | -46.15% | -12.82% | 10.75% | 06:10 | 02:22 | 04:29 | 06:35 | 07:35 | 10:06 | 03:06 | 02:17 |
 | Magic Stick | 28 | 87.50% | 69.4 | 32.14% | -42.86% | +10.72% | -17.85% | -4.56% | 03:31 | -01:29 | -01:29 | 02:16 | 07:45 | 11:28 | 09:14 | 06:50 |
 | Ring of Protection | 16 | 50.00% | 66.7 | 37.50% | 0.00% | +12.50% | -12.50% | -25.00% | 00:28 | -01:29 | -01:29 | -01:29 | 01:47 | 06:04 | 03:16 | 02:25 |
 | Black King Bar | 22 | 68.75% | 63.9 | 31.82% | -18.18% | -15.15% | -11.82% | 0.56% | 27:16 | 21:09 | 23:40 | 27:40 | 29:36 | 35:06 | 05:56 | 04:23 |
 | Shiva's Guard | 8 | 25.00% | 61.1 | 37.50% | 0.00% | +62.50% | +12.50% | -11.72% | 34:57 | 26:06 | 32:07 | 34:40 | 36:23 | 43:46 | 04:16 | 03:09 |
 | Pipe of Insight | 1 | 3.13% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |
 | Headdress | 1 | 3.13% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |
 | Eternal Shroud | 7 | 21.88% | 52.8 | 28.57% | -11.43% | -28.57% | +71.43% | 13.82% | 25:43 | 17:55 | 22:00 | 25:16 | 29:14 | 32:59 | 07:14 | 05:21 |
 | Vanguard | 10 | 31.25% | 50.0 | 20.00% | -25.45% | +13.33% | -20.00% | -12.82% | 08:12 | 05:29 | 06:44 | 07:41 | 09:20 | 11:28 | 02:36 | 01:55 |
 | Bracer | 3 | 9.38% | 47.2 | 33.33% | -4.60% | -33.33% | 0.00% | 0.00% | 02:34 | 01:32 | 01:32 | 01:42 | 04:29 | 04:29 | 02:57 | 02:11 |
 | Aghanim's Shard | 5 | 15.63% | 44.4 | 20.00% | -20.74% | +80.00% | -20.00% | 0.00% | 28:47 | 21:39 | 21:39 | 27:42 | 34:06 | 36:22 | 12:27 | 09:13 |
 | Overwhelming Blink | 5 | 15.63% | 41.7 | 20.00% | -20.74% | -20.00% | -20.00% | 0.00% | 42:25 | 32:44 | 32:44 | 43:51 | 45:16 | 51:27 | 12:32 | 09:17 |
 | Void Stone | 6 | 18.75% | 38.9 | 16.67% | -25.64% | -16.67% | -16.67% | 0.00% | 29:42 | 11:57 | 21:55 | 22:32 | 42:41 | 56:19 | 20:46 | 15:22 |
 | Wind Lace | 10 | 31.25% | 36.1 | 10.00% | -40.00% | -10.00% | +40.00% | 8.55% | 06:48 | 02:00 | 04:00 | 06:16 | 09:51 | 11:29 | 05:51 | 04:20 |
 | Force Staff | 1 | 3.13% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.13% | 30.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.13% | 27.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.13% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 00:00 | 00:00 |
 | Tranquil Boots | 3 | 9.38% | 22.2 | 0.00% | -41.38% | 0.00% | 0.00% | 0.00% | 06:29 | 04:17 | 04:17 | 07:08 | 08:02 | 08:02 | 03:45 | 02:46 |
 | Lotus Orb | 2 | 6.25% | 19.4 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 25:01 | 22:47 | 22:47 | 27:14 | 27:14 | 27:14 | 04:27 | 03:17 |
 | Wraith Band | 1 | 3.13% | 16.7 | 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 |
 | Abyssal Blade | 1 | 3.13% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.13% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Skull Basher | 1 | 3.13% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 |
 | Bloodstone | 1 | 3.13% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.13% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 00:00 | 00:00 |