autoEDA - Automated exploratory data analysis
autoEDA 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.
Please refer to the help files for each function.
Below are some examples of plots produced.
Continuous outcome (Regression problems)
Example plots for a regression problem.
Categorical outcome (Classification problems)
Example plots for a classification problem.
Categorical plot types:
Continuous plot types:
Available color themes.