swMATH ID: 27998
Software Authors: Dayanand Ubrangala; Kiran R; Ravi Prasad Kondapalli
Description: R package SmartEDA: Summarize and Explore the Data. Exploratory analysis on any input data describing the structure and the relationships present in the data. The package automatically select the variable and does related descriptive statistics. Analyzing information value, weight of evidence, custom tables, summary statistics, graphical techniques will be performed for both numeric and categorical predictors.
Homepage: https://cran.r-project.org/web/packages/SmartEDA/index.html
Source Code:  https://github.com/cran/SmartEDA
Dependencies: R
Keywords: arXiv_stat.CO; R; R package; Exploratory Data Analysis; Data Mining; Machine Learning; Statistical Learning; Descriptive Analytics
Related Software: R; DataExplorer; ggplot2; summarytools; Hmisc; dlookr; dplyr; dataMaid; ISLR; RtutoR; exploreR; countrycode; ggvenn; skimr; naniar; gtsummary; overviewR; rlang; lubridate; parallelMap
Cited in: 0 Publications

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1 Publication describing the Software Year
SmartEDA: An R Package for Automated Exploratory Data Analysis
Sayan Putatunda, Kiran Rama, Dayananda Ubrangala, Ravi Kondapalli