Programming Languages: Web Scraping & Exploratory Data Analysis

Description

This project demonstrates web scraping, data cleaning, and visualization skills. I scraped a web page containing programming languages, their average salaries, and learning difficulty, then analyzed and visualized the dataset.

Tools Used

• Python
• BeautifulSoup
• Pandas
• Matplotlib
• Seaborn

Dataset

Data scraped from Popular Programming Languages

How to Run

Open Programming_Languages.ipynb in Jupyter Notebook and run the cells sequentially.

Key Findings

• Swift is the highest-paying language, while PHP and SQL are lower-paid.
• Python, Java, and JavaScript are easy to learn and high-paying, making them great choices for beginners.