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Automobile-Sales-Statistics-Dashboard

Introduction

This project is a data visualization dashboard that analyzes historical trends in automobile sales, specifically focusing on the impact during recession periods. The dashboard provides insights into how the sales of XYZAutomotives, a fictional automotive company, were affected during times of economic downturns.

💻 Tech Stack:

Python Anaconda Matplotlib Pandas NumPy Plotly PyTorch scikit-learn GIT

Tools and Libraries

  • Python
  • Jupyter Notebooks
  • Matplotlib
  • Seaborn
  • Folium
  • Dash (a web application framework)
  • Plotly (for interactive data visualization)
  • Pandas (for data manipulation and analysis)

Key Contributions

  • Created an interactive dashboard to visualize and analyze automobile sales data.
  • Implemented dynamic features, allowing users to explore yearly and recession period statistics.
  • Developed data visualizations, including line charts, bar charts, and pie charts, to convey insights effectively.

Key Skills Demonstrated

  • Data Visualization
  • Web Application Development
  • Python Programming
  • Data Analysis
  • Dash and Plotly Frameworks

Achievements

  • Implemented a user-friendly interface for exploring and understanding automobile sales data.
  • Incorporated dynamic filtering based on report types and years, enhancing user experience.
  • Utilized Plotly and Dash to create visually appealing and informative charts.

Why This Repository

This repository showcases my skills in data visualization, web application development, and data analysis. It serves as a demonstration of my ability to create interactive dashboards for exploring and interpreting complex datasets. The project provides valuable insights into the factors influencing automobile sales, with a specific focus on recession periods.

Feel free to explore the dashboard and provide feedback!

Connect with me:

immalikwaseem hafiz-waseem @immalikwaseem