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Economical Honda Car Dataset
Stock & Market Data
Tags and Keywords
Trusted By
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Free
About
This dataset provides detailed information on Honda vehicles listed on Cars.com, one of the largest automotive classified websites. It was created by scraping up to 5,000 Honda vehicle listings to assist users in selecting economical cars. The dataset aims to offer insights into various attributes of Honda vehicles available in the market.
Columns
- Year: The manufacturing year of the Honda vehicle.
- Make: The manufacturer of the vehicle, which is consistently Honda.
- Model: The specific model of the Honda vehicle, e.g., CR-V EX-L, Pilot Sport.
- Condition: The sales condition of the vehicle, primarily New or Used.
- Price: The listed price of the Honda vehicle.
- Consumer_Rating: The average consumer rating for the vehicle model, ranging from 1.2 to 5.0.
- Consumer_Review_#: The number of consumer reviews for the vehicle model.
- Exterior_Color: The exterior paint colour of the car, with common colours like Platinum White Pearl and Crystal Black Pearl.
- Interior_Color: The interior trim colour of the car, often Black or Gray.
- Drivetrain: The car's drivetrain type, such as Front-wheel Drive or All-wheel Drive.
- MPG: The miles per gallon fuel efficiency rating for the vehicle.
- Fuel_Type: The type of fuel the vehicle uses, primarily Gasoline or Hybrid.
- Transmission: The type of transmission, including Automatic CVT and 9-Speed Automatic.
- Engine: Details about the vehicle's engine, for example, 3.5L V6 24V GDI SOHC.
- VIN: The unique Vehicle Identification Number for each listing.
- Stock_#: The stock number assigned to the vehicle listing.
- Mileage: The total mileage on the vehicle's odometer.
- Comfort_Rating: Consumer rating specifically for the vehicle's comfort.
- Interior_Design_Rating: Consumer rating for the vehicle's interior design.
- Performance_Rating: Consumer rating for the vehicle's performance.
- Value_For_Money_Rating: Consumer rating assessing the vehicle's value for money.
- Exterior_Styling_Rating: Consumer rating for the vehicle's exterior styling.
- Reliability_Rating: Consumer rating indicating the vehicle's reliability.
- State: The US state where the vehicle is listed for sale.
- Seller_Type: The type of entity selling the vehicle, predominantly Dealer.
Distribution
The dataset is provided in a CSV file format named
honda_sell_data.csv and is approximately 1.01 MB in size. It contains 25 columns and nearly 5,000 individual records (specifically 4,999 records for most key attributes), structured as tabular data suitable for direct analysis.Usage
This dataset is ideal for a range of applications, including:
- Automotive market analysis: Identifying trends in Honda vehicle sales, pricing, and features.
- Consumer insights: Understanding what attributes (e.g., ratings, colour, drivetrain) are most common or preferred by consumers.
- Price prediction models: Developing algorithms to estimate Honda vehicle prices based on their specifications and condition.
- Vehicle comparison: Assisting potential buyers in comparing different Honda models and their listed characteristics.
Coverage
The dataset primarily covers Honda vehicles listed across 53 unique US states. The vehicle model years are included, providing a time-based scope for the listed cars. Data is collected through periodic scraping, with an expected update frequency of quarterly, ensuring the information remains relatively current. There are no specific notes on data availability limitations for certain groups.
License
CC0: Public Domain
Who Can Use It
This dataset is suitable for:
- Individual car buyers: To research and compare Honda models for purchase, especially those seeking economical options.
- Data enthusiasts and students: For learning and practising data analysis, cleaning, and model building with real-world automotive data.
- Automotive researchers and analysts: To gain insights into the Honda market, pricing strategies, and consumer preferences.
- Software developers: To build applications or tools related to car listings, recommendations, or market intelligence.
Dataset Name Suggestions
- Honda Cars.com Listing Data
- US Honda Vehicle Marketplace Data
- Cars.com Honda Car Details
- Economical Honda Car Dataset
Attributes
Original Data Source:Economical Honda Car Dataset
QUALITY