tibbleexplorer

Overview

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

Overview

• 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

Categorical Features

• Charts:
  • Levels Frequency
  • Cross Tabulations (with Chi-square)

Numerical Features:

• 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")

Example

This is a basic example which shows you how to solve a common problem:

library(MASS)
tibbleexplorer::run_app(birthwt)