The goal of tibbleexplorer is to provide an attractive and easy to use
simple shiny UI for R
tibbles fields exploration.
The application consists of the following modules that gives statistical information about each type category of features and an overview of the tibble itself:
- Overview
- Categorical Features
- Numerical Features
- DateTime Features
- Character Features
- Features and their datatypes:
- Features Diagram
- Features statistics overview
- Tibble statistics:
- Number of observations
- Number of features
- Number of categorical features
- Number of numerical features
- Number of datetime features
- Number of character features
- Charts:
- Missing data plots
- Charts:
- Levels Frequency
- Cross Tabulations (with Chi-square)
- Charts:
- Descriptive Statistics ## Installation
You can install the released version of tibbleexplorer from CRAN with:
install.packages("tibbleexplorer")
And the development version from GitHub with:
# install.packages("devtools")
devtools::install_github("MohammedFCIS/tibbleexplorer")
This is a basic example which shows you how to solve a common problem:
library(MASS)
tibbleexplorer::run_app(birthwt)