Graphics = tables + charts + graphs + any other visual element. Your 5 required in-text graphics can be any combination of these. A well-formatted table of model coefficients counts the same as a visualization.
You may include additional graphics in the appendices if you have insightful visualizations that don't fit within your 5 in-text graphics.
The option to include appendix graphics is not carte blanche to dump every graphic you can think of creating. Appendix graphics should be:
Your graphics should communicate findings, not document your process. Think of the difference between your working notebook (where you explore data) and your final paper (where you present conclusions).
Good graphics for your Final Report:
These belong in your code/analysis, not your Final Report (unless they reveal something unusual worth discussing):
The test: if you can't write a substantive caption explaining what insight the reader should take away, it probably doesn't belong in your report.
Tables are often the best way to present model results and comparative statistics. They count toward your 5 required graphics.
Do not import tables as images or screenshots. Tables must be created using LaTeX table environments (tabular, booktabs, etc.) so they render with proper fonts and remain editable. Imported image tables will be penalized.
stargazer and kable/kableExtra can export publication-ready LaTeX tables directly. Python users can use pandas.to_latex() or stargazer. This saves time and ensures proper formatting.