DataViz Gallery

Welcome to DataViz Gallery—a curated collection of compelling data visualizations using Python and R.

“A picture is worth a thousand words.”
— Frederick R. Barnard

Top 6 Packages for Data Visualization in R

The best R packages for data visualization.

ggplot2 for stattic data visualization
ggpubr for ‘ggplot2’ Based Publication Ready Plots
sjPlot for Statistics in Social Science
plotly for interactive data visualization
Highcharter for flexible and customizable javascript charting library
patchwork for combining multiple plots

ggplot2 Extensions

ggplot2 is very powerful on its own. But it gets even better thanks to its extensions.

ggstatsplot for statistical details
ggrepel for overlapping text
gganimate for animation

Top 6 Packages for Bioinformatics

The best R packages for data visualization in bioinformatics.

Bioconductor for the analysis and comprehension of high-throughput genomic data
Bioconductor for the analysis and comprehension of high-throughput genomic data
Bioconductor for the analysis and comprehension of high-throughput genomic data
Bioconductor for the analysis and comprehension of high-throughput genomic data
Bioconductor for the analysis and comprehension of high-throughput genomic data

R Packages for Geospatial Analysis

The best R packages for geospatial data visualization.

tmap for thematic maps in R
sf for geospatial visualization
leaflet for creating interactive maps

Colors

The best R packages for dealing with colors.

viridis for colorblind-friendly color maps for R
paletteer for all the color palettes together

R Packages for Tables

The best R packages for creating tables.

gtsummary for publication-ready tables
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