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Data visualization for IP addresses and networks
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davidchall/ggip
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ggip is a{ggplot2} extension forvisualizing IP addresses and networks stored in{ipaddress} vectors.
Here are some of the key features:
- IP data mapped to 2D plane by aunified coordinate system
- Compatible withexisting ggplot2 layers
- CustomIP-specific layers for common use cases
- Full support for bothIPv4 and IPv6 address spaces
You can install the released version of ggip fromCRAN with:
install.packages("ggip")Or you can install the development version from GitHub:
# install.packages("remotes")remotes::install_github("davidchall/ggip")
Plotting with {ggip} follows most of the conventions set by{ggplot2}. A major difference is thatcoord_ip() is required to map IP data to the 2D grid (addresses topoints and networks to rectangles). Learn more invignette("ggip").
Here’s a quick showcase of what’s possible:
library(tidyverse)library(ggfittext)library(ggip)ggplot(ip_data)+ stat_summary_address(aes(ip=address))+ geom_hilbert_outline(color="grey80")+ geom_fit_text( aes(xmin=network$xmin,xmax=network$xmax,ymin=network$ymin,ymax=network$ymax,label=label ),data=iana_ipv4 %>% filter(allocation=="Reserved"),color="#fdc086",grow=TRUE )+ scale_fill_viridis_c(name=NULL,trans="log2",na.value="black")+ coord_ip(pixel_prefix=20)+ theme_ip_dark()#> Warning: Transformation introduced infinite values in discrete y-axis
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Data visualization for IP addresses and networks
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