EuroPython 2025

Building my own (accurate!) Spotify Wrapped
2025-07-16 , South Hall 2A

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!
Using elasticsearch and kibana I will be creating my own musical trends and insights using the user generated data - that you can also download and follow along with!
From queries, filters, and aggregations to visualizations, time series analysis, and brat summer - we will explore how search analytics can be used for everyday cases.


Expected audience expertise:

Beginner

After working on many sides of tech Iulia finally found her perfect match as a developer advocate at Elastic - focusing on creating content for, and learning from the tech community. She specialises in data science & AI solutions and loves creating videos, blogs, demos and sessions to get people excited about the possibilities of tech. Iulia loves to talk about anything NLP, cloud, data science 101, MLOPs, generative AI, search, and more.