Kedro vs. Posit Comparison


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About Kedro is the foundation for clean data science code. It borrows concepts from software engineering and applies them to machine-learning projects. A Kedro project provides scaffolding for complex data and machine-learning pipelines. You spend less time on tedious "plumbing" and focus instead on solving new problems. Kedro standardizes how data science code is created and ensures teams collaborate to solve problems easily. Make a seamless transition from development to production with exploratory code that you can transition to reproducible, maintainable, and modular experiments. A series of lightweight data connectors is used to save and load data across many different file formats and file systems.	About Posit builds tools that help data scientists work more efficiently, collaborate seamlessly, and share insights securely across their organizations. Its Positron code editor provides the speed of an interactive console combined with the power to build, debug, and deploy data-science workflows in Python and R. Posit’s platform enables teams to scale open-source data science, offering enterprise-ready capabilities for publishing, sharing, and operationalizing applications. Companies rely on Posit’s secure infrastructure to host Shiny apps, dashboards, APIs, and analytical reports with confidence. Whether using open-source packages or cloud-based solutions, Posit supports reproducible, high-quality work at every stage of the data lifecycle. Trusted by millions of users—and more than half of the Fortune 100—Posit empowers professionals across industries to innovate with data.
Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Not Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Organizations interested in a toolbox for production-ready data science	Audience Posit is ideal for data scientists, analysts, and enterprise teams seeking powerful, open-source-driven tools for coding, collaboration, and secure data-science deployment
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 4.0 / 5 features 5.0 / 5 design 5.0 / 5 Read all reviews
	Pros & Cons from Real Users Pros Powerful statistical tools. Good quality customisable plots, all different types using all different data and models. Easy to import from csv and there's plenty of datasets around if you go looking. Easy to create and export graphs. Being able to quickly and easily visualise (and share) data is more useful than I could have imagined. All the "academic" data online is suddenly easy to use. I haven't even scratched the surface of community created packages, but they're easy to install, not always so easy to use. Cons You can get unhelpful syntax error messages. The basics work well but sometimes just changing something (eg colours) in specialised plots feels like a hard programming puzzle. It's mostly straight-forward like "plot(data)", but the commands are written in a programming language and get tricky depending on your needs.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported
Company Information Kedro kedro.org	Company Information Posit Founded: 2009 United States posit.co
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Categories Data Science Supported	Categories Big Data Supported Data Science Supported IDE Supported Machine Learning Supported Package Managers Supported Source Code Management Supported Statistical Analysis Supported

Integrations Jupyter Notebook Supported Python Supported Amazon SageMaker Supported Apache Airflow Supported Apache Spark Supported Azure Machine Learning Supported Coginiti Not Supported Dask Supported Docker Supported Gemini Enterprise Agent Platform Supported Kubeflow Supported MLflow Supported Matplotlib Supported Plotly Dash Supported Positron Not Supported R Not Supported RStudio Not Supported Snowflake Cortex AI Not Supported Visual Studio Code Not Supported pandas Supported Show More Integrations View All 15 Integrations	Integrations Jupyter Notebook Supported Python Supported Amazon SageMaker Not Supported Apache Airflow Not Supported Apache Spark Not Supported Azure Machine Learning Not Supported Coginiti Supported Dask Not Supported Docker Not Supported Gemini Enterprise Agent Platform Not Supported Kubeflow Not Supported MLflow Not Supported Matplotlib Not Supported Plotly Dash Not Supported Positron Supported R Supported RStudio Supported Snowflake Cortex AI Supported Visual Studio Code Supported pandas Not Supported Show More Integrations View All 8 Integrations
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