ggrepel
A ggplot2 extension that repels overlapping text labels away from each other and data points in plots.
What is ggrepel?
ggrepel is an R package that provides geoms for ggplot2 to automatically repel overlapping text labels in plots. It addresses the issue of cluttered labels in data visualizations by intelligently repositioning them to avoid overlaps with each other, data points, and plot edges. This ensures that plots remain readable and aesthetically pleasing without manual label adjustment.
R users, data scientists, and researchers who create data visualizations with ggplot2 and need to add clear, non-overlapping text labels to their plots. It is particularly useful for those working with dense datasets or creating publication-quality figures.
Developers choose ggrepel because it seamlessly integrates with ggplot2, offering a simple solution to a common visualization problem. Its automatic repulsion algorithm saves time and effort compared to manual label positioning, while providing extensive customization options for fine-tuning label placement.
Overview
:round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.
Use Cases
Best For
- Creating scatter plots with many labeled data points
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