🚗 CarInsight Analyzer

Interactive Dashboard for Car Ratings & Trends

CarInsight Analyzer is a professional, interactive dashboard built using Python, Streamlit, Pandas, Seaborn, and Plotly. It allows users to explore car ratings, performance metrics, and trends over time, helping make data-driven car buying and analysis decisions.

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🔹 Screenshots

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🔹 Features

• Dynamic Filters:

  • Brand
  • Manufacturing Year
  • Transmission Type
  • Drive System
  • Engine Type

• Metrics / KPIs:

  • Average Rating
  • Average Horsepower
  • Total Cars

• Interactive Visualizations:

  • Average Rating by Brand
  • Top 10 Cars by Rating
  • Horsepower vs Rating Scatter Plot
  • Cargo Capacity vs Rating
  • Transmission, Engine, and Drive System Analysis
  • Rating Trends Over Years

• Insights & Storytelling: Each visualization comes with markdown insights explaining key trends and patterns in Prototype.ipynb Exploratory Data Analysis is performed.

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🔹 Real-World Problem Solved

• Consolidates scattered car data (ratings, specs, performance) into a single dashboard.
• Helps users compare cars efficiently and make informed purchasing decisions.
• Shows trends over time, highlighting brands/models with consistent quality.
• Provides insights into features that impact ratings (horsepower, transmission, engine type, drive system).