Streamlit
Build data apps in Python
Streamlit turns Python scripts into interactive web apps. Data visualization, widgets, and deployment on Streamlit Cloud. The standard for data science dashboards.
Panel Reviews
The Builder
Developer Perspective
“Python script to interactive web app with zero frontend code. The caching and state management work well.”
The Skeptic
Reality Check
“For data scientists who don't want to learn React, Streamlit is the best option. Quick prototyping and dashboards.”
The Creator
Content & Design
“The UI options are limited compared to real frontend frameworks. Fine for internal tools, not for customer-facing apps.”
Community Sentiment
“The default way to share data science work with non-technical stakeholders”
“Nothing else lets you go from Jupyter notebook to shareable web app this fast”
“Streamlit democratized data app building for anyone who knows Python”
“Built and deployed an ML demo app to show investors in literally 30 minutes”