A 'shiny' Package for Data Analysis

Provides a 'shiny' application with a user-friendly interface for interactive data analysis. It supports exploratory data analysis through descriptive statistics, data visualization, statistical tests (e.g., normality assessment), linear modeling, data import, transformation and reporting. For more details see Shapiro and Wilk (1965) .

spada (Shiny Package for Data Analysis)

Spada provides a ‘shiny’ application with a user-friendly interface for interactive data analysis. It supports exploratory data analysis through descriptive statistics, data visualization, statistical tests (e.g., normality assessment), linear modeling, data import, transformation and reporting.

This package is inspired in many other tools like:

• IBM SPSS Statistics (https://www.ibm.com/products/spss-statistics)

• R Commander package (https://CRAN.R-project.org/package=Rcmdr)

• Jamovi (https://www.jamovi.org/)

• ydata profiling (https://docs.profiling.ydata.ai/latest/)

Live Demo

You may try Spada in shinyapps.io Spada

Documentation

You can access Spada Book on this website: Spada Book.

Installation

install.packages("spada")

You can install the development version of spada from GitHub using the command below.

install.packages("remotes")
remotes::install_github(
  "lgschuck/spada",
  dependencies = TRUE
)

Loading the package

library(spada)

Usage

if(interactive()){
  spada()
}

Tests

Spada is tested via testthat and currently runs over 900 tests.

Docker

Spada is distributed as a Docker Image.

For instructions in how to download and use Spada go to Docker

You can use Docker Hub to search for diferent versions.

Screenshots

Data

Data > Metadata

Data > Overview

Edit

Analysis

Output

Exported Output

Options