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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 | |
 | Ring of Health | 11 | 12.79% | 100.0 | 81.82% | +36.49% | +18.18% | -15.15% | 0.00% | 42:18 | 36:32 | 38:27 | 39:48 | 45:53 | 50:40 | 07:26 | 05:30 |
 | Eye of Skadi | 64 | 74.42% | 97.7 | 59.38% | +36.65% | +9.37% | -3.13% | -2.23% | 23:53 | 18:19 | 20:48 | 22:14 | 26:25 | 35:00 | 05:37 | 04:09 |
 | Sange and Yasha | 41 | 47.67% | 95.5 | 56.10% | +11.66% | +3.90% | -16.10% | -8.51% | 14:57 | 10:49 | 13:09 | 14:32 | 15:30 | 22:48 | 02:21 | 01:44 |
 | Quelling Blade | 86 | 100.00% | 93.2 | 50.00% | +50.00% | -4.55% | +11.90% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 01:20 | 00:00 | 00:00 |
 | Yasha | 86 | 100.00% | 90.9 | 50.00% | +50.00% | +4.55% | -11.90% | -9.06% | 11:37 | 07:52 | 10:42 | 11:26 | 12:31 | 17:06 | 01:49 | 01:20 |
 | Boots of Speed | 86 | 100.00% | 88.6 | 50.00% | +50.00% | +4.55% | +2.38% | -0.87% | 04:42 | 01:15 | 03:28 | 04:17 | 05:58 | 11:53 | 02:30 | 01:51 |
 | Power Treads | 86 | 100.00% | 86.4 | 50.00% | +50.00% | 0.00% | +2.38% | 1.16% | 07:02 | 03:59 | 05:46 | 06:50 | 07:49 | 13:59 | 02:03 | 01:31 |
 | Sange | 42 | 48.84% | 84.1 | 54.76% | +9.31% | +8.88% | -14.76% | -9.03% | 15:05 | 10:49 | 13:08 | 14:17 | 15:45 | 26:04 | 02:37 | 01:56 |
 | Butterfly | 19 | 22.09% | 81.8 | 63.16% | +16.89% | -3.16% | -23.16% | -2.48% | 28:14 | 20:18 | 23:57 | 27:53 | 32:01 | 34:49 | 08:04 | 05:58 |
 | Magic Stick | 58 | 67.44% | 79.5 | 50.00% | 0.00% | +10.00% | -28.57% | -10.11% | 03:03 | -01:29 | -01:29 | 01:43 | 05:18 | 18:32 | 06:47 | 05:01 |
 | Void Stone | 6 | 6.98% | 77.3 | 83.33% | +35.83% | +16.67% | +16.67% | 0.00% | 51:33 | 36:32 | 39:48 | 50:31 | 1:01:29 | 1:10:18 | 21:41 | 16:03 |
 | Aghanim's Scepter | 38 | 44.19% | 75.0 | 52.63% | +4.71% | -2.63% | +2.93% | 0.42% | 30:33 | 17:35 | 22:09 | 30:10 | 35:16 | 54:50 | 13:07 | 09:42 |
 | Monkey King Bar | 16 | 18.60% | 72.7 | 62.50% | +15.36% | +12.50% | -37.50% | -9.90% | 32:25 | 24:05 | 28:43 | 32:07 | 33:46 | 42:55 | 05:03 | 03:44 |
 | Javelin | 16 | 18.60% | 70.5 | 62.50% | +15.36% | +12.50% | -37.50% | -10.49% | 31:14 | 23:39 | 27:46 | 30:17 | 32:32 | 42:31 | 04:46 | 03:31 |
 | Wraith Band | 68 | 79.07% | 68.2 | 47.06% | -14.05% | 0.00% | -11.77% | -7.76% | 02:42 | 01:14 | 01:47 | 02:22 | 03:18 | 07:07 | 01:31 | 01:07 |
 | Manta Style | 39 | 45.35% | 65.9 | 51.28% | +2.34% | +8.72% | -1.28% | -5.88% | 15:58 | 12:47 | 14:16 | 15:15 | 15:58 | 36:03 | 01:42 | 01:15 |
 | Black King Bar | 61 | 70.93% | 63.6 | 45.90% | -14.10% | -5.90% | +14.10% | 2.44% | 24:45 | 17:13 | 19:55 | 24:42 | 28:07 | 39:57 | 08:12 | 06:04 |
 | Aghanim's Blessing | 13 | 15.12% | 61.4 | 61.54% | +13.59% | +38.46% | -28.21% | -6.91% | 44:16 | 32:16 | 38:48 | 45:31 | 48:27 | 54:50 | 09:39 | 07:08 |
 | Dragon Lance | 23 | 26.74% | 59.1 | 52.17% | +2.96% | -2.17% | +14.50% | 3.11% | 15:42 | 08:50 | 13:06 | 15:17 | 18:28 | 22:59 | 05:22 | 03:58 |
 | Heart of Tarrasque | 3 | 3.49% | 56.8 | 100.00% | +51.81% | 0.00% | 0.00% | 0.00% | 33:48 | 23:34 | 23:34 | 28:56 | 48:54 | 48:54 | 25:20 | 18:45 |
 | Magic Wand | 50 | 58.14% | 54.5 | 44.00% | -14.33% | +17.54% | -19.00% | -5.45% | 06:32 | 01:02 | 02:30 | 04:14 | 09:12 | 18:33 | 06:42 | 04:57 |
 | Morbid Mask | 16 | 18.60% | 52.3 | 56.25% | +7.68% | +43.75% | -6.25% | -5.69% | 34:20 | 19:39 | 29:54 | 32:46 | 38:41 | 51:22 | 08:47 | 06:30 |
 | Vanguard | 7 | 8.14% | 50.0 | 71.43% | +23.33% | +28.57% | -21.43% | 0.00% | 41:08 | 37:09 | 38:27 | 39:35 | 40:39 | 47:37 | 02:12 | 01:37 |
 | Skull Basher | 12 | 13.95% | 47.7 | 58.33% | +9.68% | +41.67% | -25.00% | 0.00% | 38:18 | 27:48 | 35:17 | 37:47 | 39:45 | 47:56 | 04:28 | 03:18 |
 | Satanic | 13 | 15.12% | 45.5 | 53.85% | +4.53% | +46.15% | -20.52% | -9.98% | 37:32 | 26:35 | 33:37 | 37:24 | 40:18 | 51:29 | 06:41 | 04:57 |
 | Hurricane Pike | 6 | 6.98% | 43.2 | 66.67% | +17.92% | +33.33% | -66.67% | 0.00% | 27:43 | 23:06 | 23:53 | 24:15 | 29:03 | 40:33 | 05:10 | 03:49 |
 | Abyssal Blade | 6 | 6.98% | 40.9 | 66.67% | +17.92% | +33.33% | -66.67% | 0.00% | 40:45 | 38:27 | 38:45 | 38:50 | 40:43 | 47:56 | 01:58 | 01:27 |
 | Force Staff | 6 | 6.98% | 38.6 | 66.67% | +17.92% | +33.33% | -66.67% | 0.00% | 27:19 | 23:05 | 23:12 | 23:33 | 28:46 | 40:31 | 05:34 | 04:07 |
 | Crystalys | 30 | 34.88% | 36.4 | 40.00% | -15.36% | -2.50% | +17.14% | 3.08% | 31:35 | 20:46 | 27:40 | 29:28 | 34:02 | 47:56 | 06:22 | 04:42 |
 | Refresher Orb | 4 | 4.65% | 34.1 | 75.00% | +26.22% | +25.00% | +25.00% | 0.00% | 55:38 | 39:58 | 39:58 | 50:45 | 1:01:29 | 1:10:19 | 21:31 | 15:56 |
 | Wind Lace | 4 | 4.65% | 31.8 | 75.00% | +26.22% | +25.00% | +25.00% | 0.00% | 09:39 | 07:20 | 07:20 | 07:24 | 08:09 | 15:41 | 00:49 | 00:36 |
 | Divine Rapier | 4 | 4.65% | 29.5 | 75.00% | +26.22% | +25.00% | +25.00% | 0.00% | 49:15 | 44:13 | 44:13 | 45:05 | 53:13 | 54:30 | 09:00 | 06:40 |
 | Buckler | 2 | 2.33% | 27.3 | 100.00% | +51.19% | 0.00% | 0.00% | 0.00% | 34:40 | 25:52 | 25:52 | 43:28 | 43:28 | 43:28 | 17:36 | 13:02 |
 | Ring of Protection | 2 | 2.33% | 27.3 | 100.00% | +51.19% | 0.00% | 0.00% | 0.00% | 34:40 | 25:52 | 25:52 | 43:28 | 43:28 | 43:28 | 17:36 | 13:02 |
 | Assault Cuirass | 2 | 2.33% | 22.7 | 100.00% | +51.19% | 0.00% | 0.00% | 0.00% | 36:20 | 28:54 | 28:54 | 43:45 | 43:45 | 43:45 | 14:51 | 11:00 |
 | Linken's Sphere | 2 | 2.33% | 20.5 | 100.00% | +51.19% | 0.00% | 0.00% | 0.00% | 43:34 | 36:32 | 36:32 | 50:36 | 50:36 | 50:36 | 14:04 | 10:25 |
 | Daedalus | 21 | 24.42% | 18.2 | 38.10% | -15.75% | -18.10% | +21.90% | 6.84% | 35:10 | 28:12 | 31:16 | 33:25 | 37:07 | 48:03 | 05:51 | 04:20 |
 | Swift Blink | 5 | 5.81% | 15.9 | 60.00% | +10.62% | +40.00% | -60.00% | 0.00% | 36:41 | 34:26 | 34:26 | 36:29 | 38:17 | 39:29 | 03:51 | 02:51 |
 | Blink Dagger | 9 | 10.47% | 13.6 | 44.44% | -6.21% | +5.56% | +5.56% | 0.00% | 31:03 | 22:16 | 23:57 | 32:18 | 33:00 | 39:18 | 09:03 | 06:42 |
 | Aghanim's Shard | 7 | 8.14% | 11.4 | 42.86% | -7.77% | +7.14% | +7.14% | 0.00% | 39:40 | 27:10 | 34:42 | 36:18 | 39:38 | 1:03:07 | 04:56 | 03:39 |
 | Hand of Midas | 1 | 1.16% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:33 | 11:33 | 11:33 | 11:33 | 11:33 | 11:33 | 00:00 | 00:00 |
 | Falcon Blade | 9 | 10.47% | 6.8 | 22.22% | -31.03% | -22.22% | +27.78% | 0.00% | 07:26 | 04:14 | 05:28 | 07:20 | 08:35 | 10:05 | 03:07 | 02:18 |
 | Fluffy Hat | 9 | 10.47% | 4.5 | 22.22% | -31.03% | +27.78% | -22.22% | 0.00% | 03:37 | -01:29 | 01:13 | 03:03 | 06:18 | 08:12 | 05:05 | 03:45 |
 | Moon Shard | 3 | 3.49% | 2.3 | 0.00% | -51.81% | 0.00% | 0.00% | 0.00% | 48:09 | 39:33 | 39:33 | 49:56 | 54:57 | 54:57 | 15:24 | 11:24 |