Flourish Skin: Technical Report

Abstract

Numerous people have various skin issues, and some companies have taken advantage of this reality by promising to offer a cure while charging exorbitant prices for their goods. The objective of this research is to identify the variables that have impacted the costs of the goods that businesses are selling. This paper describes the knowledge acquisition strategy used by the KDD technique. It describes the steps taken to obtain and prepare the data for analysis. I employed a variety of machine learning approaches for this project, which helped with the outcomes. Among other tools, I have used decision trees, random forests, and logistic regression. Using Python, this analysis was carried out. The datasets that were provided to me were scraped from websites like Cult Beauty and Look Fantastic as well as Kaggle. The analysis's findings highlight the influencing elements that have an impact on a product's pricing. The study demonstrated how a product's value point is mostly decided by its brand