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Peer review in data science courses
Peer review enables instructors of large data science classes to provide substantive feedback to students beyond what is feasible with standard code review via automated grading and continuous...
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Rproject templates to automate and standardize your workflow
Many teams and organizations have tasks and structures that are standard across projects. Lack of consistency and documentation can lead to lost productivity when team members join collaborations...
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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.