Build interactive data apps in Python with simple scripts, instantly.
What is Streamlit?
Streamlit is an open-source application framework designed to simplify the process of building and sharing data applications. It enables users to create interactive web applications directly from Python scripts without requiring extensive front-end development knowledge.
Developed by the team at Streamlit.io, the framework utilizes machine learning algorithms to process user data and logic, transforming them into shareable web apps. You can explore its full capabilities on its official website.
This tool is particularly effective for data scientists and analysts who need to rapidly prototype and deploy interactive dashboards and machine learning models. For those seeking similar tools to create custom applications, exploring the broader category of AI app builders can provide additional options.
Key Findings
- Easy Deployment: Rapidly launch interactive data apps directly from Python scripts without complex DevOps.
- Intuitive Interface: Build clean, interactive web applications using simple Python commands and declarative UI elements.
- Live Coding: See immediate visual updates in your application as you edit and save the code.
- Data Exploration: Create instant tools for filtering, visualizing, and exploring datasets with interactive widgets.
- Seamless Integration: Connect effortlessly with popular data science libraries like Pandas, NumPy, and Plotly.
- Sharing Made Simple: Instantly share your application via a public URL or deploy it privately internally.
- Powerful Widgets: Add interactive sliders, buttons, text inputs, and file uploaders to gather user input.
- Session State: Maintain user interactions and data across app reruns for building complex, stateful applications.
- Custom Themes: Change the look and feel of your application with a built-in theme editor easily.
- Community Support: Access extensive documentation, a vibrant community forum, and numerous open-source example projects.
Who is it for?
Marketer
- Campaign performance dashboard
- Customer segmentation analysis
- Social media sentiment tracking
- ROI calculation tool
- Content performance report
Project Manager
- Project timeline tracker
- Resource allocation dashboard
- Stakeholder update portal
- Risk register log
- Budget vs. actual spend
Data Analyst
- Sales forecast visualization
- Automated data cleaning tool
- Interactive A/B test results
- Live operational dashboard
- Ad-hoc data exploration
Pricing
Free @ $0/mo
- Public apps
- Share with the world
- Deploy from GitHub
- Live updates on push
- Community apps exploration
- User profile
Pro @ Start the trial now!/mo
- Code in browser or editor
- Git and CI/CD integration
- Enterprise-grade security
- Deploy in one click
- Collaboration features
- Secure data connections