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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 Stick | 17 | 58.62% | 100.0 | 64.71% | +39.71% | +10.29% | +10.29% | 0.00% | 01:43 | -01:29 | -01:29 | -01:22 | 02:29 | 16:02 | 03:58 | 02:56 |
 | Glimmer Cape | 8 | 27.59% | 97.0 | 75.00% | +36.90% | -25.00% | -25.00% | 0.00% | 25:35 | 15:26 | 17:31 | 21:41 | 33:07 | 36:58 | 15:36 | 11:33 |
 | Fluffy Hat | 21 | 72.41% | 93.9 | 57.14% | +32.14% | +2.86% | -17.14% | -2.48% | 15:38 | 01:37 | 10:39 | 14:22 | 18:42 | 32:36 | 08:03 | 05:57 |
 | Aghanim's Shard | 19 | 65.52% | 90.9 | 57.89% | +27.89% | +2.11% | -37.89% | -5.31% | 26:27 | 17:02 | 20:33 | 25:32 | 28:05 | 49:23 | 07:32 | 05:34 |
 | Tranquil Boots | 26 | 89.66% | 87.9 | 53.85% | +53.85% | -25.28% | +12.82% | 11.26% | 07:48 | 04:53 | 05:37 | 07:15 | 09:00 | 18:22 | 03:23 | 02:30 |
 | Aghanim's Scepter | 9 | 31.03% | 84.8 | 66.67% | +26.67% | -16.67% | -16.67% | 0.00% | 31:08 | 24:49 | 26:12 | 30:13 | 33:48 | 46:14 | 07:36 | 05:37 |
 | Force Staff | 18 | 62.07% | 81.8 | 55.56% | +19.20% | +24.44% | -30.56% | -6.65% | 21:50 | 14:33 | 16:56 | 19:38 | 25:12 | 33:03 | 08:16 | 06:07 |
 | Boots of Speed | 29 | 100.00% | 78.8 | 48.28% | +48.28% | -5.42% | +8.86% | 6.03% | 04:17 | -01:29 | 03:16 | 04:19 | 05:38 | 09:23 | 02:22 | 01:45 |
 | Wind Lace | 29 | 100.00% | 75.8 | 48.28% | +48.28% | -5.42% | +37.43% | 7.81% | 03:30 | -01:29 | -01:29 | 04:07 | 06:58 | 17:54 | 08:27 | 06:15 |
 | Ring of Protection | 22 | 75.86% | 72.7 | 45.45% | -11.69% | +21.22% | -5.45% | -3.71% | 05:11 | -01:29 | -01:28 | 06:59 | 08:39 | 10:52 | 10:07 | 07:29 |
 | Urn of Shadows | 20 | 68.97% | 69.7 | 45.00% | -10.56% | -25.00% | -5.00% | 11.01% | 09:16 | 05:51 | 08:24 | 08:50 | 10:13 | 12:51 | 01:49 | 01:20 |
 | Magic Wand | 7 | 24.14% | 66.7 | 57.14% | +11.69% | +42.86% | -57.14% | -10.58% | 08:50 | 02:52 | 03:08 | 09:29 | 12:35 | 16:32 | 09:27 | 07:00 |
 | Spirit Vessel | 14 | 48.28% | 63.6 | 35.71% | -24.29% | -35.71% | +30.96% | 23.67% | 17:04 | 13:04 | 15:26 | 16:23 | 18:15 | 22:45 | 02:49 | 02:05 |
 | Lotus Orb | 3 | 10.34% | 60.6 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 31:37 | 23:50 | 23:50 | 26:38 | 44:22 | 44:22 | 20:32 | 15:12 |
 | Blink Dagger | 3 | 10.34% | 57.6 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 33:05 | 30:02 | 30:02 | 30:03 | 39:09 | 39:09 | 09:07 | 06:45 |
 | Ring of Health | 3 | 10.34% | 54.5 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 28:49 | 17:35 | 17:35 | 24:29 | 44:22 | 44:22 | 26:47 | 19:50 |
 | Ghost Scepter | 11 | 37.93% | 51.5 | 36.36% | -19.20% | -3.03% | -36.36% | -7.55% | 29:05 | 19:36 | 26:49 | 28:20 | 31:14 | 35:40 | 04:25 | 03:16 |
 | Void Stone | 5 | 17.24% | 48.5 | 40.00% | -10.00% | -40.00% | +60.00% | 8.31% | 23:59 | 13:49 | 13:49 | 18:15 | 25:51 | 44:22 | 12:02 | 08:54 |
 | Aeon Disk | 2 | 6.90% | 45.5 | 50.00% | +1.85% | -50.00% | 0.00% | 0.00% | 38:30 | 35:27 | 35:27 | 41:32 | 41:32 | 41:32 | 06:05 | 04:30 |
 | Quelling Blade | 4 | 13.79% | 42.4 | 25.00% | -27.00% | +75.00% | -25.00% | -10.75% | 07:18 | -01:28 | -01:28 | 08:24 | 10:46 | 11:28 | 12:14 | 09:03 |
 | Orchid Malevolence | 2 | 6.90% | 39.4 | 0.00% | -51.85% | 0.00% | 0.00% | 0.00% | 18:20 | 13:49 | 13:49 | 22:51 | 22:51 | 22:51 | 09:02 | 06:41 |
 | Crown | 1 | 3.45% | 36.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:16 | 18:16 | 18:16 | 18:16 | 18:16 | 18:16 | 00:00 | 00:00 |
 | Kaya | 2 | 6.90% | 33.3 | 0.00% | -51.85% | 0.00% | 0.00% | 0.00% | 31:25 | 25:27 | 25:27 | 37:23 | 37:23 | 37:23 | 11:56 | 08:50 |
 | Null Talisman | 1 | 3.45% | 30.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:46 | 01:46 | 01:46 | 01:46 | 01:46 | 01:46 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.45% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:02 | 45:02 | 45:02 | 45:02 | 45:02 | 45:02 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.45% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:56 | 39:56 | 39:56 | 39:56 | 39:56 | 39:56 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.45% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:29 | 19:29 | 19:29 | 19:29 | 19:29 | 19:29 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.45% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:49 | 48:49 | 48:49 | 48:49 | 48:49 | 48:49 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.45% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 3.45% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 00:00 | 00:00 |
 | Ethereal Blade | 2 | 6.90% | 9.1 | 0.00% | -51.85% | 0.00% | 0.00% | 0.00% | 33:14 | 27:38 | 27:38 | 38:49 | 38:49 | 38:49 | 11:11 | 08:17 |
 | Sange | 1 | 3.45% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Black King Bar | 1 | 3.45% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 00:00 | 00:00 |