Uploaded April 2026 | Updated September 2026, 2 weeks ago

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Wrapped has become one of the most widely anticipated data analytics dashboards of the year. But what happens when the results aren't as complex (or accurate) as people were expecting? Data scientists come in to save the day!
It’s surprisingly easy to create your own musical trends and insights using your listening data - that you can also download and follow along with!
Sometimes, good, simple analytics is way better than overusing GenAI or LLMs when a simple query can do the trick.