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Video
TidyBlocks: using the language of the Tidyverse in a blocks-based interface
Blocks-based coding environments are a popular way to introduce programming to novices. Instead of typing in code, users click blocks together to create loops, conditionals, and expressions.
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Open Source Software for Data Science
Open-source software is fundamentally necessary to ensure that the tools of data science are broadly accessible, and to provide a reliable and trustworthy foundation for reproducible research.
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Auto-magic Package Development
Vega-lite is a high-level grammar of interactive graphics implemented in Javascript; it renders interactive visualizations in the browser based on a JSON specification.
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Best practices for programming with ggplot2
The ggplot2 package is widely acknowledged as a powerful, dynamic, and easy-to-learn graphics framework when used in an interactive environment.
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Bridging the Gap between SQL and R
Like it or not, SQL is the closest thing we have to a universal language for working with structured data. Celebrating its 50th birthday in 2020, SQL today integrates with thousands of applications...
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Building a Medical Device with R
The InsightRX precision dosing platform tailors in-patient drug doses to individual patients' characteristics and biomarkers, leveraging pharmacological models of drug metabolism and drug effects.