Topic	20 pt	15 pts	10 pts	5 pts	0 pts
Data, Cleaning, and Organization	Data are imported cleanly into an organized .Rmd. Clear annotations throughout. Knits to a professional level report.	Data are imported into an organized .Rmd but may contain some organization issues. Clear annotations, but missing details. Knits but has a few minor issues.	Data are imported into an .Rmd but has organization issues. Incomplete annotations, lacking important details. Data are not fully explored. Knits.	Data are imported, but the .Rmd has significant organizational issues and/or the data are explored at surface-level. Incomplete annotations, lacking important details. Knits.	Non-functional .Rmd- does not knit with significant errors throughout. No .Rmd provided.
Visualization	Plots are clear, clean, and consistent. All axes are labeled and the plot is appropriate for the data.	Plots are clear, clean, and consistent but missing minor details and/or aesthetics.	Plots are inconsistent and/or lacking significant details.	Plots are inconsistent and/or lacking significant details. Plot types are not appropriate for the data.	Incomplete and/or inappropriate plots for the data.
Shiny App	Well thought-out, organized and professional looking app. Core features help explore the data.	Well thought-out app but missing some organizational or aesthetic details. Core features help explore the data.	Functional app. Missing organizational and/ or aesthetic details. Core features don’t contribute to exploration of the data.	Functional app, but significant organizational issues. Core features don’t contribute to exploration of the data.	Non-functional, incomplete, or no app provided.
Presentation	Clear, concise presentation. Practiced. Clearly presented questions with appropriate methods.	Clear presentation but needed more practice. Clearly presented questions with appropriate methods. Missing minor details.	Clear presentation but needed more practice. Study questions (may) have inappropriate methods. Missing details.	Presentation needs practice. Unclear and/or unpracticed delivery.	No presentation or unclear with numerous inconsistencies.
Repository	Well-organized, clean, and complete. Code runs with no errors.	Clean and complete code with minor organizational issues.	Code present but missing organizational features and runs with minor errors.	Some code present but data are absent and code does not run.	Repository not present or includes multiple organization errors.