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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 | |
 | Magic Wand | 10 | 76.92% | 100.0 | 80.00% | +46.67% | -13.33% | +20.00% | 2.71% | 10:25 | 02:58 | 04:56 | 10:46 | 17:13 | 18:07 | 12:17 | 09:05 |
 | Wind Lace | 7 | 53.85% | 97.0 | 85.71% | +35.71% | -35.71% | +14.29% | 50.00% | 06:07 | 02:00 | 04:15 | 04:24 | 04:31 | 18:25 | 00:16 | 00:11 |
 | Blink Dagger | 9 | 69.23% | 93.9 | 77.78% | +27.78% | -27.78% | -27.78% | 0.00% | 12:44 | 08:44 | 08:51 | 11:33 | 15:56 | 17:15 | 07:05 | 05:14 |
 | Magic Stick | 11 | 84.62% | 90.9 | 72.73% | +22.73% | -39.40% | +27.27% | 14.65% | 06:24 | -01:29 | 02:50 | 06:58 | 07:23 | 17:13 | 04:33 | 03:22 |
 | Boots of Speed | 13 | 100.00% | 87.9 | 69.23% | +69.23% | -2.56% | -35.90% | -16.26% | 02:17 | -01:29 | -01:29 | 02:52 | 03:32 | 06:07 | 05:01 | 03:42 |
 | Chainmail | 5 | 38.46% | 84.8 | 80.00% | +17.50% | +20.00% | -80.00% | -11.63% | 11:34 | 05:20 | 05:20 | 13:31 | 13:56 | 14:53 | 08:36 | 06:22 |
 | Phase Boots | 5 | 38.46% | 81.8 | 80.00% | +17.50% | +20.00% | -80.00% | -15.79% | 12:24 | 07:57 | 07:57 | 13:47 | 14:17 | 15:15 | 06:20 | 04:41 |
 | Bottle | 5 | 38.46% | 78.8 | 80.00% | +17.50% | +20.00% | +20.00% | 0.00% | 01:30 | 01:24 | 01:24 | 01:30 | 01:34 | 01:35 | 00:10 | 00:07 |
 | Quelling Blade | 9 | 69.23% | 75.8 | 66.67% | -8.33% | -16.67% | -16.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Black King Bar | 7 | 53.85% | 72.7 | 71.43% | +4.76% | -21.43% | -21.43% | 0.00% | 23:10 | 18:49 | 21:15 | 22:42 | 23:01 | 28:57 | 01:46 | 01:18 |
 | Echo Sabre | 8 | 61.54% | 69.7 | 62.50% | -17.50% | +37.50% | -12.50% | -5.45% | 16:30 | 11:42 | 12:01 | 12:51 | 21:11 | 24:26 | 09:10 | 06:47 |
 | Buckler | 2 | 15.38% | 66.7 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 30:12 | 28:57 | 28:57 | 31:26 | 31:26 | 31:26 | 02:29 | 01:50 |
 | Crystalys | 4 | 30.77% | 63.6 | 75.00% | +8.33% | +25.00% | +25.00% | 0.00% | 28:37 | 25:08 | 25:08 | 26:37 | 27:16 | 35:26 | 02:08 | 01:34 |
 | Silver Edge | 3 | 23.08% | 60.6 | 66.67% | -3.33% | +33.33% | 0.00% | 0.00% | 27:31 | 27:18 | 27:18 | 27:24 | 27:51 | 27:51 | 00:33 | 00:24 |
 | Ring of Protection | 3 | 23.08% | 57.6 | 66.67% | -3.33% | -66.67% | 0.00% | 0.00% | 08:40 | -01:29 | -01:29 | -01:29 | 28:57 | 28:57 | 30:26 | 22:32 |
 | Void Stone | 3 | 23.08% | 54.5 | 66.67% | -3.33% | +33.33% | 0.00% | 0.00% | 34:20 | 27:52 | 27:52 | 34:56 | 40:12 | 40:12 | 12:20 | 09:08 |
 | Tranquil Boots | 3 | 23.08% | 51.5 | 66.67% | -3.33% | -66.67% | 0.00% | 0.00% | 06:33 | 06:03 | 06:03 | 06:41 | 06:54 | 06:54 | 00:51 | 00:37 |
 | Shadow Blade | 4 | 30.77% | 48.5 | 50.00% | -27.78% | +50.00% | -50.00% | -40.54% | 18:22 | 15:20 | 15:20 | 17:12 | 17:48 | 23:09 | 02:28 | 01:49 |
 | Aghanim's Shard | 4 | 30.77% | 45.5 | 50.00% | -27.78% | -50.00% | -50.00% | 0.00% | 22:47 | 20:01 | 20:01 | 23:13 | 23:32 | 24:23 | 03:31 | 02:36 |
 | Power Treads | 4 | 30.77% | 42.4 | 50.00% | -27.78% | +50.00% | +50.00% | 0.00% | 08:39 | 05:31 | 05:31 | 05:38 | 08:08 | 15:19 | 02:37 | 01:56 |
 | Assault Cuirass | 1 | 7.69% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 00:00 | 00:00 |
 | Satanic | 1 | 7.69% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 7.69% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 7.69% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:11 | 06:11 | 06:11 | 06:11 | 06:11 | 06:11 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 7.69% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |
 | Ring of Health | 1 | 7.69% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 7.69% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 7.69% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 7.69% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:29 | 47:29 | 47:29 | 47:29 | 47:29 | 47:29 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 15.38% | 12.1 | 50.00% | -22.73% | +50.00% | 0.00% | 0.00% | 31:30 | 28:03 | 28:03 | 34:56 | 34:56 | 34:56 | 06:53 | 05:05 |
 | Soul Ring | 2 | 15.38% | 9.1 | 50.00% | -22.73% | -50.00% | 0.00% | 0.00% | 07:05 | 07:03 | 07:03 | 07:06 | 07:06 | 07:06 | 00:03 | 00:02 |
 | Fluffy Hat | 1 | 7.69% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 00:00 | 00:00 |
 | Force Staff | 1 | 7.69% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |