R is a flexible language for statistical computing and information evaluation, famend for its wealthy ecosystem of packages and libraries. On this tutorial, we’ll dive into utilizing the brand new ‘DataWizard’ library, a device designed to simplify information manipulation and visualization duties. By the top of this information, you’ll know clear and remodel your information and visualize it successfully with ggplot2.
Earlier than beginning, guarantee you have got R put in in your system. You’ll additionally want to put in the required libraries:
set up.packages(c("DataWizard", "ggplot2", "tidyr"))
First, load the libraries you’ll want:
# Load the libraries
library(DataWizard)
library(ggplot2)
library(tidyr)
We’ll begin by creating pattern datasets and visualizing them earlier than and after making use of data-cleaning strategies.
2.1. Instance 1: Knowledge Cleansing
Goal: To exhibit how ‘DataWizard’ can deal with lacking values and visualize the info earlier than and after cleansing.
