Package: ggInterval 0.2.5

ggInterval: Visualizing Interval-Valued Data Using 'ggplot2'

Extends 'ggplot2' for visualizing interval-valued data with scatter plots, histograms, index plots, boxplots, radar plots, PCA displays, and correlation heatmaps. The package also converts classical data tables into interval-valued data using clustering algorithms or user-defined groupings.

Authors:Bo-Syue Jiang [aut], Han-Ming Wu [cre]

ggInterval_0.2.5.tar.gz
ggInterval_0.2.5.zip(r-4.7)ggInterval_0.2.5.zip(r-4.6)ggInterval_0.2.5.zip(r-4.5)
ggInterval_0.2.5.tgz(r-4.6-any)ggInterval_0.2.5.tgz(r-4.5-any)
ggInterval_0.2.5.tar.gz(r-4.7-any)ggInterval_0.2.5.tar.gz(r-4.6-any)
ggInterval_0.2.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ggInterval/json (API)

# Install 'ggInterval' in R:

install.packages('ggInterval', repos = c('https://hanmingwu1103.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/hanmingwu1103/gginterval/issues

Datasets:

abalone.i - Abalone.i data example
blood.i - Blood.i data example
Cardiological - Cardiological data example
Cardiological2 - Cardiological data example
Environment - Environment data example
facedata - Face Data Example
iris.i - Iris.i data example
mtcars.i - Mtcars.i data example
mushroom - Mushroom data example
oils - Oils data example

On CRAN:

data-visualization eda exploratory-data-analysis ggplot2 interval-data symbolic-data visualization

4.60 score 2 stars 3 scripts 490 downloads 24 exports 224 dependencies

Last updated from:6d0ec77698. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	297
source / vignettes	OK	339
linux-release-x86_64	OK	278
macos-release-arm64	OK	187
macos-oldrel-arm64	OK	204
windows-devel	OK	214
windows-release	OK	213
windows-oldrel	OK	188
wasm-release	OK	228

Exports:classic2sym cor cov ggInterval ggInterval_2Dhist ggInterval_2DhistMatrix ggInterval_3Dscatterplot ggInterval_boxplot ggInterval_corrplot ggInterval_CRplot ggInterval_hist ggInterval_indexImage ggInterval_indexplot ggInterval_lineplot ggInterval_MMplot ggInterval_PCA ggInterval_radarplot ggInterval_scatterMatrix ggInterval_scatterplot ggInterval_tsplot RSDA2sym scale sd summary

Dependencies:abind askpass backports base64enc bit bit64 blob boot broom bslib cachem callr car carData cellranger chron class cli clipr cluster codetools colorspace commonmark conflicted corrplot cowplot cpp11 crayon crosstalk curl data.table DBI dbplyr Deriv diagram digest doBy dplyr DT dtplyr e1071 ellipse emmeans estimability evaluate FactoMineR farver fastmap flashClust fontawesome forcats foreach forecast Formula fracdiff fs future future.apply gargle gbm generics ggforce ggplot2 ggpolypath ggpubr ggrepel ggsci ggsignif ggtext ggthemes glmnet globals glue googledrive googlesheets4 gridExtra gridtext gsubfn gtable gtools haven here highr hms htmltools htmlwidgets httr ids igraph irlba isoband iterators jpeg jquerylib jsonlite KernSmooth kknn knitr labeling later lattice lava lazyeval leaps lifecycle listenv litedown lme4 lmtest lubridate magrittr markdown MASS Matrix MatrixModels memoise mgcv mime minqa modelr multcompView mvtnorm neuralnet nlme nloptr nnet numDeriv openssl otel parallelly pbkrtest pillar pkgconfig plotly plyr png polyclip polynom prettyunits princurve processx prodlim progress progressr promises proto proxy ps purrr quantreg R6 ragg randomcoloR randomForest rappdirs rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen RcppTOML Rdpack readr readxl reformulas rematch rematch2 reprex reshape reticulate RJSONIO rlang rmarkdown rpart rprojroot RSDA RSpectra RSQLite rstatix rstudioapi Rtsne rvest S7 sass scales scatterplot3d selectr shape showtext showtextdb SparseM sqldf SQUAREM stringi stringr survival sys sysfonts systemfonts textshaping tibble tidyr tidyselect tidyverse timechange timeDate tinytex tweenr tzdb umap urca utf8 uuid V8 vctrs viridisLite vroom withr xfun XML xml2 xtable yaml zoo

Introduction to ggInterval

Rendered fromggInterval_Intro.Rmdusingknitr::rmarkdown

Last update: 2026-04-28
Started: 2026-02-13

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
abalone.i data example	abalone.i
blood.i data example	blood.i
Cardiological data example	Cardiological
Cardiological data example	Cardiological2
Convert classical data frame into a symbolic data.	classic2sym
Generic function for the correlation	cor cor.default cor.symbolic_interval cor.symbolic_tbl
Generic function for the covariance	cov cov.default cov.symbolic_interval cov.symbolic_tbl
Environment data example	Environment
Face Data Example	facedata
A symbolic object by R6 class for interval analysis and ggplot	ggInterval
Visualize a 2-dimension histogram for interval-valued data	ggInterval_2Dhist
2-Dimension histogram matrix	ggInterval_2DhistMatrix
3D scatter plot for interval data	ggInterval_3Dscatterplot
A interval Box plot	ggInterval_boxplot
Correlation heatmap for interval-valued data	ggInterval_corrplot
Center-range plot for interval data	ggInterval_CRplot
Histogram for symbolic data with equal-bin or unequal-bin.	ggInterval_hist
Index image plot for interval-valued data	ggInterval_indexImage
Plot the range of each observations	ggInterval_indexplot
Interval-valued line plot	ggInterval_lineplot ggInterval_tsplot
A min-max plot for interval data	ggInterval_MMplot
Vertices PCA for interval data	ggInterval_PCA
Radar plot for symbolic data	ggInterval_radarplot
Scatterplot matrix for interval-valued data	ggInterval_scatterMatrix
Scatter plot for two continuous interval variables	ggInterval_scatterplot
iris.i data example	iris.i
mtcars.i data example	mtcars.i
mushroom data example	mushroom
oils data example	oils
RSDA object to symbolic object for ggplot	RSDA2sym
scale for symbolic data table	scale scale.default scale.symbolic_interval scale.symbolic_tbl
Generic function for the standard deviation	sd sd.default sd.symbolic_interval sd.symbolic_tbl
summary for symbolic data table	summary summary.default summary.symbolic_interval summary.symbolic_modal summary.symbolic_tbl