Package: ggESDA 0.2.0

ggESDA: Exploratory Symbolic Data Analysis with 'ggplot2'

Implements an extension of 'ggplot2' and visualizes the symbolic data with multiple plot which can be adjusted by more general and flexible input arguments. It also provides a function to transform the classical data to symbolic data by both clustering algorithm and customized method.

Authors:Bo-Syue Jiang

ggESDA_0.2.0.tar.gz
ggESDA_0.2.0.zip(r-4.5)ggESDA_0.2.0.zip(r-4.4)ggESDA_0.2.0.zip(r-4.3)
ggESDA_0.2.0.tgz(r-4.4-any)ggESDA_0.2.0.tgz(r-4.3-any)
ggESDA_0.2.0.tar.gz(r-4.5-noble)ggESDA_0.2.0.tar.gz(r-4.4-noble)
ggESDA_0.2.0.tgz(r-4.4-emscripten)ggESDA_0.2.0.tgz(r-4.3-emscripten)
ggESDA.pdf |ggESDA.html✨
ggESDA/json (API)
NEWS

# Install 'ggESDA' in R:

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

Bug tracker:https://github.com/kiangkiangkiang/ggesda/issues

Datasets:

AbaloneIdt - AbaloneIdt data example
BLOOD - BLOOD 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:

4.02 score 21 stars 9 scripts 188 downloads 20 exports 207 dependencies

Last updated 2 years agofrom:055f4dbd99. Checks:ERROR: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	FAIL	Oct 26 2024
R-4.5-win	ERROR	Oct 26 2024
R-4.5-linux	ERROR	Oct 26 2024
R-4.4-win	ERROR	Oct 26 2024
R-4.4-mac	ERROR	Oct 26 2024
R-4.3-win	ERROR	Oct 26 2024
R-4.3-mac	ERROR	Oct 26 2024

Exports:classic2sym cor cov ggESDA ggInterval_2Dhist ggInterval_2DhistMatrix ggInterval_3Dscatter ggInterval_boxplot ggInterval_centerRange ggInterval_hist ggInterval_index ggInterval_indexImage ggInterval_minmax ggInterval_PCA ggInterval_radar ggInterval_scaMatrix ggInterval_scatter RSDA2sym scale summary

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

Vignettes and/or manual for this package failed to build, some documents may be unavailable. Please inspect thebuild logs for more information.

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
AbaloneIdt data example	AbaloneIdt
BLOOD data example	BLOOD
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	ggESDA
visualize a 2-dimension histogram by symbolic data with ggplot package.	ggInterval_2Dhist
2-Dimension histogram matrix	ggInterval_2DhistMatrix
3D scatter plot for interval data	ggInterval_3Dscatter
A interval Box plot	ggInterval_boxplot
Figure with x-axis = center y-axis = range	ggInterval_centerRange
Histogram for symbolic data with equal-bin or unequal-bin.	ggInterval_hist
Plot the range of each observations	ggInterval_index
An index plot presented by color image for interval data.	ggInterval_indexImage
A min-max plot for interval data	ggInterval_minmax
Vertice-PCA for interval data	ggInterval_PCA
A interval Radar plot	ggInterval_radar
scatter plot for all variable by interval data.	ggInterval_scaMatrix
scatter plot for two continuous interval data	ggInterval_scatter
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
summary for symbolic data table	summary summary.default summary.symbolic_interval summary.symbolic_modal summary.symbolic_tbl