README.md

In Curious-Joe/fastEda: A Collection of Functions to Run Fast Exploratory Data Analysis

fastEda

fastEda is intended to make repeated plotting tasks easier and faster. Using the available functions users will be able to quickly create multiple plots on similar data to perform common tasks such as:

• Plot individual feature/variable,
• Visualize plots to explore bi-variate relations between target feature and input features.

Installation

fastEda is currently only available in GitHub. Install the package with:

# install.packages("devtools")
devtools::install_github("Curious-Joe/fastEda")

Example

• Plot barplots showing ratio of the target labels/categories in all the available categorical features in the dataset:

library(fastEda)
library(dplyr)
biv_bar_plot(dataset = iris %>%
               mutate(Sepal_Width_Categorie = ifelse(Sepal.Width < 
                                              mean(iris$Sepal.Width), 'Low', 'High')),
             classVar = Species, order = c("setosa", "virginica", "versicolor"), 
             colors = c("#5a4fcf", "#9890f0", "#d3d0f5"),
             barType = "fill")

Curious-Joe/fastEda documentation built on March 23, 2022, 12:13 p.m.