Perfume Price Analysis

This repository contains an exploratory data analysis project built on a Kaggle perfume e-commerce dataset derived from eBay perfume listings.

• Source: Kaggle
• Files:
  • archive/ebay_mens_perfume.csv
  • archive/ebay_womens_perfume.csv
• Total samples: 2000 listings
• Original features:
  • brand
  • title
  • type
  • price
  • priceWithCurrency
  • available
  • availableText
  • sold
  • lastUpdated
  • itemLocation

This part of the project focuses on price and numerical variable analysis:

• How is the price distributed?
• Are there cheap and expensive products?
• Is there a price difference between men's and women's perfumes?
• Are there outlier products?

The analysis script produces four EDA visualizations:

• Histogram of perfume prices
• Box plot for price outlier analysis
• Violin plot comparing men's and women's prices
• Scatter plot of price vs sold

Generated outputs are stored in outputs/.

• person2_price_analysis.py: analysis and chart generation script
• person2_price_analysis.md: written summary for presentation/report use
• outputs/: exported chart images

python3 person2_price_analysis.py