research figures

This data visualization checklist helps researchers review figures before manuscript submission. Use it to catch unclear charts, weak labels, scale issues, color problems, and accessibility gaps.

These data visualization mistakes research authors make can weaken clear findings and slow down review. Use this practical list to fix scales, legends, labels, and figure choices before submission.