In MohammedFCIS/tibbleexplorer: Tibble Explorer

knitr::opts_chunk$set(
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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)

MohammedFCIS/tibbleexplorer documentation built on March 29, 2020, 8 p.m.