This analysis utilizes the Amazon Fine Food Reviews dataset, consisting of over 500,000 user reviews. The primary objective of this stage is to move from "Raw Data" to "Analysis-Ready Data" by performing a series of 50 structured commands in R.

Develop an r programming to quickly explore a given dataset<including categorical analysis using the group_by command and visualize the findings using ggplot2 features

Write a r programming to create a scatter plot, incorporating categorical analysis through color -coded data points representing different groups using ggplot2.