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DataAnalytics_Projects

A collection of real-world data analytics projects using Python. This repo showcases exploratory data analysis (EDA), business insights, web scraping, and practical data visualization.

📌 Projects Included

Project Description
Amazon sales analysis.py Python script analyzing Amazon sales trends, revenue, and category performance.
Sales_analysis.ipynb Jupyter Notebook with exploratory data analysis and visualization of sales data.
WEB SCRAPPING.ipynb A hands-on project to collect real-time data from the web using BeautifulSoup and Python.

🧠 Key Concepts Covered

  • Exploratory Data Analysis (EDA)
  • Business Analytics
  • Data Cleaning & Wrangling
  • Python Scripting
  • Web Scraping with BeautifulSoup
  • Data Visualization (Matplotlib, Seaborn)

🛠 Tools & Libraries

  • Python
  • Pandas
  • NumPy
  • Matplotlib / Seaborn
  • BeautifulSoup
  • Jupyter Notebook

🎯 Purpose

  • Practice and showcase real-world data analysis skills
  • Solve business use cases using Python
  • Create a portfolio of hands-on analytics projects
  • Improve storytelling through data visualization

📬 Let's Connect

⭐️ If this repo helped or inspired you, consider giving it a star and following for future updates!