R package autoEDA: Automated univariate and bivariate exploratory data analysis. Automated visual exploratory analysis in a univariate or bivariate manner. Utilizes the other functions in the package should that be specified. Plots are produced using the ggplot2 library and themes are designed partly from the inspiration of the RColorBrewer library. Ability to customize plots are available. Data cleaning options are available which is essential before plotting. When data cleaning is not used, it can serve the purpose to identify areas in the data where attention needs to be paid to. Ability to output all plots to a PDF file.
Keywords for this software
References in zbMATH (referenced in 2 articles )
Showing results 1 to 2 of 2.
- Hubert Baniecki; Przemyslaw Biecek: modelStudio: Interactive Studio with Explanations for ML Predictive Models (2019) not zbMATH
- Mateusz Staniak, Przemyslaw Biecek: The Landscape of R Packages for Automated Exploratory Data Analysis (2019) arXiv