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Pakistan Used Vehicle Market Dataset
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About
This dataset provides a clear overview of used cars from Pakistan, primarily focusing on pricing and vehicle specifications. It is a clean dataset, offering valuable insights into the used car market, including manufacturer representation, model availability, and various attributes such as model year, location, mileage, engine type, engine capacity, and colour preferences. It serves as a valuable resource for analysing and understanding trends within the used car industry.
Columns
- Id: A unique identifier for each car listing.
- Price: The price range of the cars, indicating typical values and distribution, with a mean of approximately 2.01 million.
- Company Name: The name of the car manufacturing company, with details on brand representation. For instance, Suzuki accounts for 35% and Toyota 34% of listings.
- Model Name: The specific model name of the cars, showing the prevalence of models such as Corolla (18%) and Mehran (10%).
- Model Year: The manufacturing year of the cars, covering a range typically from 1990 to 2019, with a mean year of 2013.
- Location: The geographical region where the cars are available, with Punjab representing 54% and Sindh 19% of the listings.
- Mileage: Information on the mileage of the cars, indicating how far vehicles have travelled. The mean mileage is approximately 91,000.
- Engine Type: Descriptions of the engine types, predominantly Petrol (95%) and Hybrid (3%).
- Engine Capacity: Defines the volume inside an engine's cylinders, with a typical range from 16 to 6600 and a mean of around 1310.
- Color: The colour distribution of the cars, with White being the most common at 38% and Silver at 17%.
- Assembly: Indicates whether the car was locally assembled (68%) or imported (32%).
- Body Type: Describes the car's body style, with Hatchback (47%) and Sedan (41%) being the most frequent.
- Transmission Type: Specifies the transmission, with Manual (53%) and Automatic (47%) options.
- Registration Status: Indicates if the vehicle is registered (93%) or un-registered (7%).
Distribution
This dataset is provided as a CSV file, named 'Clean Data_pakwheels.csv', and has a file size of 4.53 MB. It contains 46,000 valid entries across 14 distinct columns.
Usage
This dataset is ideal for car price prediction, exploratory data analysis, and data visualisation. It can be utilised for developing machine learning models to forecast used car prices, understanding market dynamics, and identifying key factors influencing vehicle valuation. It is also suitable for regression analysis.
Coverage
The dataset's geographic scope covers various regions within Pakistan, notably Punjab and Sindh. The time range for car manufacturing years spans from 1990 to 2019. There are no specific notes on demographic scope beyond the general used car market in Pakistan.
License
CC0: Public Domain
Who Can Use It
This dataset is suitable for data scientists, machine learning engineers, market researchers, and automotive industry analysts. They can use it for:
- Building predictive models for used car prices.
- Analysing market trends and pricing strategies.
- Conducting exploratory data analysis to uncover insights.
- Creating visualisations to communicate market conditions.
Dataset Name Suggestions
- PakWheels Used Car Price Data
- Pakistan Used Vehicle Market Dataset
- Used Car Price Prediction Pakistan
- Pakistani Car Listings Data
- Pakistani Used Car Sales
Attributes
Original Data Source: Pakistan Used Vehicle Market Dataset
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