Kedro vs. RStudio 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 RStudio IDE is a powerful integrated development environment built for data scientists using R and Python; it features a console, syntax-highlighting editor supporting direct code execution, plotting, history management, debugging tools, and workspace controls. The open source edition runs on Windows, Mac, and Linux desktops and includes code completion, smart indentation, Visual Markdown editing, project-based working directories, integrated support for multiple working directories, R help and documentation search, interactive debugging, and extensive tools for package development, all under the AGPL v3 license. While the open version provides core capabilities for coding and data exploration, commercial editions add enterprise-grade features like database/NoSQL connections, priority support, and commercial licensing options. RStudio IDE empowers users to analyze data, build visualizations, develop packages, and produce reproducible workflows in a trusted open-source environment.
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 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 Data scientists and analysts interested in a solution for scripting, data exploration, debugging and package development
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support 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 $1,163 per year Free Version Supported Free Trial Not 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 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

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Kedro kedro.org	Company Information Posit Founded: 2009 United States posit.co/products/open-source/rstudio/
Alternatives Metaflow Netflix	Alternatives Posit
Polars	Positron Posit PBC
Cegal Prizm Cegal	R Markdown RStudio PBC
MLJAR Studio MLJAR	Code::Blocks
SAS Visual Data Science Decisioning SAS View All	Visual Studio Code Microsoft View All
Categories Data Science Supported	Categories Data Science Supported IDE Supported

Integrations Python Supported Amazon SageMaker Supported Apache Airflow Supported Apache Spark Supported Azure Databricks Supported Azure Machine Learning Supported CIMS Global Not Supported Dask Supported Docker Supported Gemini Enterprise Agent Platform Supported Jupyter Notebook Supported Kubeflow Supported MLflow Supported Markdown Not Supported Matplotlib Supported NoSQL Not Supported Plotly Dash Supported Posit Not Supported R Not Supported pandas Supported Show More Integrations View All 15 Integrations	Integrations Python Supported Amazon SageMaker Not Supported Apache Airflow Not Supported Apache Spark Not Supported Azure Databricks Not Supported Azure Machine Learning Not Supported CIMS Global Supported Dask Not Supported Docker Not Supported Gemini Enterprise Agent Platform Not Supported Jupyter Notebook Not Supported Kubeflow Not Supported MLflow Not Supported Markdown Supported Matplotlib Not Supported NoSQL Supported Plotly Dash Not Supported Posit Supported R Supported pandas Not Supported Show More Integrations View All 6 Integrations
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