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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 | |
 | Arcane Boots | 28 | 66.67% | 100.0 | 60.71% | +46.42% | +25.00% | -32.14% | -11.90% | 15:46 | 09:48 | 12:23 | 13:40 | 17:11 | 39:04 | 04:48 | 03:33 |
 | Aether Lens | 10 | 23.81% | 96.9 | 70.00% | +32.50% | +30.00% | +30.00% | 0.00% | 29:38 | 22:34 | 25:39 | 26:58 | 31:05 | 41:53 | 05:26 | 04:01 |
 | Void Stone | 11 | 26.19% | 93.8 | 63.64% | +24.93% | +3.03% | +36.36% | 8.13% | 28:50 | 22:34 | 24:36 | 27:49 | 28:42 | 41:48 | 04:06 | 03:02 |
 | Boots of Speed | 42 | 100.00% | 90.6 | 45.24% | +45.24% | +18.40% | -15.24% | -7.76% | 08:32 | -01:29 | 06:16 | 08:23 | 10:36 | 18:03 | 04:20 | 03:12 |
 | Magic Stick | 42 | 100.00% | 87.5 | 45.24% | +45.24% | +18.40% | +4.76% | -5.02% | 02:09 | -01:30 | -01:29 | -01:28 | 04:12 | 18:49 | 05:41 | 04:12 |
 | Magic Wand | 39 | 92.86% | 84.4 | 41.03% | -58.97% | -1.03% | -1.03% | 0.00% | 11:28 | 04:00 | 08:24 | 11:54 | 13:43 | 26:56 | 05:19 | 03:56 |
 | Blink Dagger | 8 | 19.05% | 81.3 | 62.50% | +21.32% | +37.50% | -12.50% | -6.10% | 32:55 | 20:03 | 27:51 | 29:39 | 36:03 | 47:44 | 08:12 | 06:04 |
 | Headdress | 8 | 19.05% | 78.1 | 62.50% | +21.32% | +37.50% | -62.50% | -12.55% | 24:54 | 16:09 | 16:21 | 23:35 | 24:19 | 47:22 | 07:58 | 05:54 |
 | Ring of Protection | 8 | 19.05% | 75.0 | 62.50% | +21.32% | -12.50% | -12.50% | 0.00% | 21:02 | -01:29 | -01:29 | 19:15 | 34:15 | 39:43 | 35:44 | 26:28 |
 | Mekansm | 4 | 9.52% | 71.9 | 75.00% | +32.89% | +25.00% | -75.00% | 0.00% | 24:55 | 23:05 | 23:05 | 23:36 | 24:19 | 28:40 | 01:14 | 00:54 |
 | Chainmail | 4 | 9.52% | 68.8 | 75.00% | +32.89% | +25.00% | +25.00% | 0.00% | 23:09 | 20:29 | 20:29 | 23:36 | 24:13 | 24:19 | 03:44 | 02:45 |
 | Wind Lace | 19 | 45.24% | 65.6 | 42.11% | -5.72% | +17.89% | -2.11% | -2.14% | 07:40 | -01:29 | 03:23 | 07:00 | 12:45 | 19:15 | 09:22 | 06:56 |
 | Aghanim's Scepter | 2 | 4.76% | 62.5 | 100.00% | +57.50% | 0.00% | 0.00% | 0.00% | 30:43 | 27:11 | 27:11 | 34:15 | 34:15 | 34:15 | 07:04 | 05:14 |
 | Buckler | 7 | 16.67% | 59.4 | 57.14% | +14.28% | -57.14% | -7.14% | 2.48% | 25:03 | 04:07 | 14:07 | 24:11 | 34:15 | 39:43 | 20:08 | 14:54 |
 | Fluffy Hat | 15 | 35.71% | 56.3 | 40.00% | -8.15% | +10.00% | -15.00% | -2.74% | 19:59 | 09:34 | 14:44 | 19:27 | 23:51 | 40:49 | 09:07 | 06:45 |
 | Ring of Basilius | 9 | 21.43% | 53.1 | 44.44% | -1.01% | -44.44% | +5.56% | 3.86% | 19:39 | -01:29 | 11:14 | 16:50 | 24:11 | 39:43 | 12:57 | 09:35 |
 | Vladmir's Offering | 6 | 14.29% | 50.0 | 50.00% | +5.56% | +50.00% | -50.00% | 0.00% | 34:32 | 24:14 | 25:35 | 26:34 | 42:35 | 47:55 | 17:00 | 12:35 |
 | Glimmer Cape | 6 | 14.29% | 46.9 | 50.00% | +5.56% | 0.00% | +50.00% | 0.00% | 27:44 | 22:38 | 22:46 | 23:21 | 30:56 | 36:19 | 08:10 | 06:02 |
 | Morbid Mask | 6 | 14.29% | 43.8 | 50.00% | +5.56% | 0.00% | -50.00% | 0.00% | 33:12 | 24:11 | 24:23 | 24:56 | 39:41 | 47:52 | 15:18 | 11:20 |
 | Bracer | 3 | 7.14% | 40.6 | 66.67% | +23.08% | -66.67% | 0.00% | 0.00% | 20:40 | 13:00 | 13:00 | 20:56 | 28:04 | 28:04 | 15:04 | 11:09 |
 | Force Staff | 7 | 16.67% | 37.5 | 42.86% | -2.85% | +57.14% | -42.86% | -7.03% | 32:12 | 21:14 | 22:25 | 34:26 | 36:39 | 40:55 | 14:14 | 10:32 |
 | Ring of Health | 4 | 9.52% | 34.4 | 50.00% | +5.26% | +50.00% | +50.00% | 0.00% | 33:50 | 23:20 | 23:20 | 28:32 | 41:27 | 42:01 | 18:07 | 13:25 |
 | Wraith Pact | 4 | 9.52% | 31.3 | 50.00% | +5.26% | +50.00% | -50.00% | 0.00% | 36:50 | 27:48 | 27:48 | 31:52 | 41:06 | 46:34 | 13:18 | 09:51 |
 | Lotus Orb | 2 | 4.76% | 28.1 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 35:39 | 28:59 | 28:59 | 42:19 | 42:19 | 42:19 | 13:20 | 09:52 |
 | Ghost Scepter | 2 | 4.76% | 25.0 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 33:57 | 33:16 | 33:16 | 34:37 | 34:37 | 34:37 | 01:21 | 01:00 |
 | Holy Locket | 2 | 4.76% | 21.9 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 23:56 | 17:22 | 17:22 | 30:29 | 30:29 | 30:29 | 13:07 | 09:42 |
 | Pipe of Insight | 2 | 4.76% | 18.8 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 37:43 | 27:40 | 27:40 | 47:45 | 47:45 | 47:45 | 20:05 | 14:52 |
 | Hood of Defiance | 2 | 4.76% | 15.6 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 32:34 | 23:24 | 23:24 | 41:44 | 41:44 | 41:44 | 18:20 | 13:34 |
 | Tranquil Boots | 7 | 16.67% | 12.5 | 14.29% | -37.14% | +35.71% | -14.29% | -10.38% | 18:45 | 10:10 | 14:25 | 18:28 | 19:14 | 33:00 | 04:49 | 03:34 |
 | Drum of Endurance | 2 | 4.76% | 9.4 | 0.00% | -47.50% | 0.00% | 0.00% | 0.00% | 39:15 | 30:31 | 30:31 | 47:58 | 47:58 | 47:58 | 17:27 | 12:55 |
 | Orb of Venom | 2 | 4.76% | 6.3 | 0.00% | -47.50% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.38% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 00:00 | 00:00 |