Streamlit User Survey 2025 Thanks for using Streamlit! We love hearing from the community to get a pulse of what's working and what can be improved. ❤️ Question Title * 1. What's your primary functional area? BI/Analytics Business Strategy Technical Leadership Data Engineering Data Science Software Development Machine Learning AI Product Management Marketing IT/Databases Security Consulting Startups Education Student Other Question Title * 2. What's your primary focus at work? Building and maintaining data infrastructure (pipelines, warehouses, lakes) Analyzing data to deliver business insights and recommendations Building internal dashboards, reports, and interactive data tools Building external tools, dashboards, or AI-driven apps for customers or partners Developing machine learning models or AI solutions Teaching, training, or mentoring others about data and AI Leading data/AI strategy and setting technical direction Conducting academic research or coursework Other (please specify) Question Title * 3. How would you rate your Python skills?(Rate based on your confidence using Python for your typical work tasks — whether for data analysis, scripting, or app development.) Expert—Build full solutions with Python, optimize code, debug complex problems independently. Intermediate—Comfortable writing scripts, using libraries, and troubleshooting common issues. Beginner—Still learning Python basics or mostly use templates/help to complete tasks. Question Title * 4. How did you first hear about Streamlit? Social media Online search My school/university Someone in my network Online publication Other (please specify) Question Title * 5. How often do you use Streamlit? Every day About once a week A few times a month Once a month Less than once a month Question Title * 6. How do you generally use Streamlit today? For school/class For fun (personal learning or hackathon) For work For research projects Other (please specify) Question Title * 7. How do you participate in the Streamlit community? I post and answer questions on the forum I contribute to GitHub I follow and engage with Streamlit on social media I attend meetups I teach others about Streamlit through educational content (blog posts, videos) I teach and share Streamlit through presentations and speaking at events I host hackathons, hands-on labs, or meetups I don't Other (please specify) Next