Jumia Laptops Web Scrapping EDA

E-commerce Laptop Market Analysis – Jumia Egypt

? Project Summary

This project delivers a comprehensive analysis of laptop listings on Jumia Egypt, focusing on pricing trends, product availability, and rating patterns. The goal was to uncover insights into the Egyptian e-commerce landscape for laptops and present them through a clean, interactive Power BI dashboard.

? Data Collection & Processing

- Source: Jumia Egypt – Laptops category

- Pages Scraped: 10

- Tools Used: Python (BeautifulSoup, Requests), Pandas, Power BI

- Fields Extracted: Product Name, Price, Rating, Product Link, Image URL, Availability

Key Steps:

- Web Scraping

- Automated extraction of product data using BeautifulSoup

- Captured structured data across multiple pages

- Data Cleaning

- Removed duplicates and null entries

- Converted price strings to numeric format

- Standardized availability and rating fields

- Exploratory Data Analysis (EDA)

- Visualized price distribution and rating gaps

- Identified top-pri