Build data applications
Instantly develop and preview data applications directly from Positron.
Features
Discover the complete data science toolkit designed to keep you in the flow. Quickly move from data to insight to application in one code editor.
Note
Interested in Positron for your team? Learn about enterprise solutions.
Bridge the exploration and production divide
Create dynamic, shareable reports
Develop compelling, dynamic reports & presentations using Quarto and Jupyter Notebooks to effectively communicate insights to any stakeholder.
Accelerate insights with AI-powered assistance
Enhance code quality and accelerate insights with integrated AI assistance contextualized for data science.
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Explore and analyze with speed
Python or R
Code efficiently across multiple languages, whether it's Python or R.
Interact with data at scale
Explore and manipulate large datasets with intuitive, fast, and interactive data frames.
Inspect your environment
Thoroughly examine variables, objects, and environments for robust debugging and understanding.
Generate rapid visualizations
Create high-quality visualizations quickly to uncover patterns and communicate findings effectively.
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Develop with confidence
Scale beyond your local workstation
Collaborate securely with your team via Posit Workbench or use remote SSH to access your own servers.
Manage & explore database connections
Create connections to databases, explore their schemas, and interactively preview database tables.
Automatically setup projects
Avoid manual setup by using templatized ready-to-use environments.
Multi-session console
Work across one or multiple consoles for concurrent analysis and development.
Publish reports quickly
With a click of a button, seamlessly deploy and share your project with Posit Publisher to Posit Connect and Posit Connect Cloud
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Enterprise-ready with Positron Pro
For teams that need enterprise-grade capabilities, Positron Pro on Posit Workbench provides the scalability, data access, admin configuration, and security your organization requires.
Enhanced Security
Move development off unmanaged laptops into a secure, server-based environment that integrates with your existing SSO identity providers or data governance tools like AWS, Databricks, and Snowflake.
Scalable Compute
Give data scientists access to powerful servers with more CPU, RAM, and GPUs than their laptops could ever provide.
Centralized Management
Administer all your IDEs (Positron, RStudio, VS Code, JupyterLab) in one place, reducing IT overhead and ensuring consistent environments.
Dedicated Support
Get help from Posit experts about how to deploy, maintain, and troubleshoot your Posit Workbench environment.
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Get started
Join thousands of data scientists who have already made the switch to Positron.