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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 | |
 | Fluffy Hat | 28 | 16.97% | 100.0 | 67.86% | +26.98% | +17.85% | -10.72% | -4.79% | 14:59 | -01:24 | 11:27 | 13:24 | 17:25 | 33:14 | 05:58 | 04:25 |
 | Headdress | 16 | 9.70% | 97.7 | 75.00% | +32.72% | +25.00% | -25.00% | -9.01% | 16:35 | -01:29 | 13:10 | 15:31 | 18:43 | 33:13 | 05:33 | 04:06 |
 | Ring of Health | 29 | 17.58% | 95.5 | 65.52% | +24.34% | +5.91% | -22.66% | -1.34% | 29:28 | 12:58 | 17:16 | 28:38 | 38:32 | 51:47 | 21:16 | 15:45 |
 | Holy Locket | 15 | 9.09% | 93.2 | 73.33% | +30.66% | +26.67% | -23.33% | -9.23% | 21:46 | 16:56 | 18:25 | 20:27 | 23:50 | 33:32 | 05:25 | 04:00 |
 | Void Stone | 71 | 43.03% | 90.9 | 53.52% | +14.16% | -3.52% | +18.70% | 1.89% | 23:15 | 09:28 | 16:25 | 22:39 | 28:11 | 42:08 | 11:46 | 08:42 |
 | Shiva's Guard | 14 | 8.48% | 88.6 | 71.43% | +28.38% | +3.57% | -4.76% | -1.01% | 29:23 | 18:13 | 25:14 | 28:50 | 33:28 | 38:09 | 08:14 | 06:05 |
 | Refresher Orb | 16 | 9.70% | 86.4 | 68.75% | +25.80% | +6.25% | -18.75% | -1.60% | 33:47 | 21:50 | 25:13 | 31:02 | 40:50 | 52:12 | 15:37 | 11:34 |
 | Magic Stick | 151 | 91.52% | 84.1 | 47.02% | +18.45% | -2.28% | -4.91% | -0.47% | 04:05 | -01:29 | -01:29 | 03:25 | 07:07 | 26:32 | 08:36 | 06:22 |
 | Magic Wand | 126 | 76.36% | 81.8 | 47.62% | +9.16% | -3.87% | -18.59% | -3.05% | 09:40 | 01:04 | 07:02 | 09:44 | 11:52 | 26:32 | 04:50 | 03:34 |
 | Tranquil Boots | 151 | 91.52% | 79.5 | 46.36% | +10.65% | -1.62% | +3.64% | 1.59% | 08:42 | 01:31 | 06:55 | 08:32 | 10:14 | 17:31 | 03:19 | 02:27 |
 | Black King Bar | 9 | 5.45% | 77.3 | 77.78% | +34.19% | -27.78% | -27.78% | 0.00% | 28:28 | 24:03 | 26:17 | 28:21 | 29:53 | 34:01 | 03:36 | 02:40 |
 | Boots of Speed | 165 | 100.00% | 75.0 | 45.45% | +45.45% | +5.77% | -1.55% | -1.80% | 06:38 | -01:29 | 04:21 | 06:26 | 08:25 | 22:21 | 04:04 | 03:00 |
 | Wind Lace | 159 | 96.36% | 72.7 | 45.28% | -4.72% | +4.72% | -2.78% | -1.74% | 06:49 | -01:29 | 04:50 | 06:53 | 09:08 | 17:07 | 04:18 | 03:11 |
 | Aghanim's Shard | 93 | 56.36% | 70.5 | 47.31% | +4.25% | +17.91% | -8.18% | -3.44% | 26:36 | 20:01 | 22:30 | 25:45 | 30:05 | 40:22 | 07:35 | 05:37 |
 | Aeon Disk | 21 | 12.73% | 68.2 | 57.14% | +13.39% | +42.86% | -17.14% | -6.63% | 33:27 | 21:27 | 28:32 | 31:38 | 37:35 | 48:35 | 09:03 | 06:42 |
 | Chainmail | 8 | 4.85% | 65.9 | 75.00% | +31.05% | -25.00% | -25.00% | 0.00% | 19:03 | 13:07 | 13:12 | 15:51 | 25:19 | 28:07 | 12:07 | 08:58 |
 | Crown | 40 | 24.24% | 63.6 | 47.50% | +2.70% | -7.50% | +12.50% | 5.17% | 15:15 | 06:25 | 11:46 | 13:59 | 15:38 | 30:06 | 03:52 | 02:51 |
 | Ring of Protection | 59 | 35.76% | 61.4 | 44.07% | -2.16% | -4.07% | +22.60% | 2.69% | 06:34 | -01:29 | -01:29 | 08:45 | 11:24 | 16:03 | 12:53 | 09:32 |
 | Eul's Scepter of Divinity | 40 | 24.24% | 59.1 | 45.00% | -0.60% | -5.00% | +5.00% | 1.57% | 23:59 | 17:40 | 19:55 | 22:45 | 26:16 | 42:08 | 06:21 | 04:42 |
 | Force Staff | 9 | 5.45% | 56.8 | 66.67% | +22.44% | +33.33% | +33.33% | 0.00% | 19:10 | 15:11 | 15:49 | 19:37 | 21:09 | 25:07 | 05:20 | 03:57 |
 | Urn of Shadows | 55 | 33.33% | 54.5 | 40.00% | -8.18% | -4.29% | +2.86% | 1.34% | 10:45 | 03:16 | 07:42 | 11:37 | 13:03 | 17:02 | 05:21 | 03:57 |
 | Glimmer Cape | 12 | 7.27% | 52.3 | 58.33% | +13.89% | +8.34% | +41.67% | 2.95% | 27:10 | 18:08 | 18:33 | 27:26 | 29:50 | 38:51 | 11:17 | 08:21 |
 | Veil of Discord | 32 | 19.39% | 50.0 | 43.75% | -2.11% | -18.75% | -6.25% | 5.60% | 16:17 | 08:43 | 14:24 | 15:33 | 16:38 | 30:07 | 02:14 | 01:39 |
 | Ring of Basilius | 37 | 22.42% | 47.7 | 40.54% | -6.34% | +3.90% | -7.21% | -2.14% | 10:26 | 03:09 | 06:57 | 11:04 | 12:09 | 30:06 | 05:12 | 03:51 |
 | Spirit Vessel | 35 | 21.21% | 45.5 | 40.00% | -6.92% | +26.67% | -6.67% | -8.81% | 18:55 | 10:59 | 17:05 | 19:21 | 20:52 | 25:19 | 03:47 | 02:48 |
 | Blight Stone | 6 | 3.64% | 43.2 | 66.67% | +22.02% | -16.67% | -66.67% | 0.00% | 18:56 | 13:35 | 13:53 | 16:15 | 25:20 | 28:07 | 11:27 | 08:28 |
 | Solar Crest | 6 | 3.64% | 40.9 | 66.67% | +22.02% | -16.67% | -66.67% | 0.00% | 24:30 | 18:57 | 21:31 | 25:50 | 26:30 | 28:12 | 04:59 | 03:41 |
 | Medallion of Courage | 6 | 3.64% | 38.6 | 66.67% | +22.02% | -16.67% | -66.67% | 0.00% | 19:16 | 14:09 | 14:24 | 16:36 | 25:20 | 28:07 | 10:56 | 08:05 |
 | Scythe of Vyse | 4 | 2.42% | 36.4 | 75.00% | +30.28% | +25.00% | +25.00% | 0.00% | 38:36 | 32:30 | 32:30 | 34:44 | 37:31 | 49:40 | 05:01 | 03:42 |
 | Null Talisman | 7 | 4.24% | 34.1 | 57.14% | +12.20% | -7.14% | -7.14% | 0.00% | 09:48 | 02:31 | 09:23 | 10:39 | 10:57 | 13:15 | 01:34 | 01:09 |
 | Arcane Boots | 2 | 1.21% | 31.8 | 100.00% | +55.21% | 0.00% | 0.00% | 0.00% | 18:22 | 16:18 | 16:18 | 20:26 | 20:26 | 20:26 | 04:08 | 03:03 |
 | Mekansm | 2 | 1.21% | 29.5 | 100.00% | +55.21% | 0.00% | 0.00% | 0.00% | 24:27 | 18:08 | 18:08 | 30:46 | 30:46 | 30:46 | 12:38 | 09:21 |
 | Lotus Orb | 8 | 4.85% | 27.3 | 50.00% | +4.78% | -50.00% | 0.00% | 0.00% | 31:09 | 18:26 | 25:06 | 28:48 | 32:20 | 47:27 | 07:14 | 05:21 |
 | Bracer | 11 | 6.67% | 25.0 | 36.36% | -9.74% | +63.64% | -36.36% | 0.00% | 00:35 | -01:29 | -01:29 | -01:29 | -01:28 | 13:46 | 00:01 | 00:00 |
 | Aghanim's Scepter | 8 | 4.85% | 22.7 | 37.50% | -8.36% | -37.50% | +12.50% | 0.00% | 32:24 | 19:24 | 24:36 | 30:21 | 38:27 | 46:21 | 13:51 | 10:15 |
 | Ghost Scepter | 4 | 2.42% | 20.5 | 50.00% | +4.66% | +50.00% | +50.00% | 0.00% | 28:39 | 25:08 | 25:08 | 25:39 | 29:57 | 33:53 | 04:49 | 03:34 |
 | Quelling Blade | 1 | 0.61% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.61% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.61% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:51 | 16:51 | 16:51 | 16:51 | 16:51 | 16:51 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.61% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:25 | 27:25 | 27:25 | 27:25 | 27:25 | 27:25 | 00:00 | 00:00 |
 | Buckler | 1 | 0.61% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 1.21% | 6.8 | 50.00% | +4.60% | +50.00% | 0.00% | 0.00% | 33:19 | 30:09 | 30:09 | 36:29 | 36:29 | 36:29 | 06:20 | 04:41 |
 | Heaven's Halberd | 10 | 6.06% | 4.5 | 20.00% | -27.10% | +46.67% | -20.00% | 0.00% | 29:57 | 23:29 | 26:04 | 26:42 | 34:57 | 43:15 | 08:53 | 06:34 |
 | Sange | 11 | 6.67% | 2.3 | 18.18% | -29.22% | -18.18% | -18.18% | 0.00% | 24:43 | 18:45 | 20:33 | 21:23 | 26:31 | 37:56 | 05:58 | 04:25 |