CRAN – Package exploreR. Simplifies some complicated and labor intensive processes involved in exploring and explaining data. Allows you to quickly and efficiently visualize the interaction between variables and simplifies the process of discovering covariation in your data.
This R package aims to automate most of data handling and visualization, so that users could focus on studying the data and extracting insights. Installation. The package can be installed directly from CRAN. install.packages(DataExplorer) However, the latest stable version (if any) could be found on GitHub, and installed using devtools package.
9/15/2020 · 1.1 DataExplorer { package } You can tell by the name of my blog that {DataExplorer} is perfectly suited for this series on R packages . Boxuan Cui is the developer and maintainer of {DataExplorer}, a package which at it’s core is designed to “simplify and automate EDA.”, Automated data exploration process for analytic tasks and predictive modeling, so that users could focus on understanding data and extracting insights. The package scans and analyzes each variable, and visualizes them with typical graphical techniques. Common data processing methods are also available to treat and format data.
exploreR . A Collaborative Software Development Project. March 2019. Overview. exploreR is an R package loaded with methods to help explore and explain the contents of a dataframe. Installation. To install exploreR , follow these instructions: Input the following into the console:, Data Explorer . Simplify and automate EDA process and report generation. Details. Data exploration process for data analysis and model building, so that users could focus on understanding data and extracting insights. The package automatically scans through each variable and does data profiling. … R package . Rdocumentation.org. Created by …
This R package aims to automate most of data handling and visualization, so that users could focus on studying the data and extracting insights. Installation The package can be installed directly from CRAN.
DataExplorer-package Data Explorer Description Simplify and automate EDA process and report generation. Details Data exploration process for data analysis and model building, so that users could focus on under-standing data and extracting insights. The package automatically scans through each variable and does data pro?ling.
2/17/2018 · With R being the go-to language for a lot of Data Analysts, EDA requires an R Programmer to get a couple of packages from the infamous tidyverse world into their R code – even for the most basic EDA with some Bar plots and Histograms. Recently, …
