Auto-EDA
aims to automate exploratory data analysis in a univariate or bivariate manner. It has the ability to output plots created with the ggplot2
library and themes inspired by RColorBrewer
. The main ability involves seemlessly cleaning and pre-processing your data inorder for plots to display adequately.
install.packages('devtools')
library(devtools)
devtools::install_github("souravbose1991/Auto-EDA")
library(Auto-EDA)
Please refer to the help files for each function.
Below are some examples of plots produced.
Example plots for a regression problem.
Example plots for a classification problem.
Categorical plot types:
Continuous plot types:
Available color themes.
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