Dark Mode
Cleaned Laptop Specs for Recommender Systems
Product Reviews & Feedback
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
Sourced from the 'Smartprix' website, this meticulously cleaned dataset presents an extensive collection of 991 unique laptops. It is enriched with 22 features, including laptop name, price in Indian Rupees, processor details, GPU specifications, and more. Updated as of 14 January 2024, the data provides valuable insights for developing robust price prediction models and effective recommendation systems, serving as a reliable foundation for exploring laptop pricing dynamics and consumer preferences.
Columns
- Brand: The name of the laptop manufacturer (e.g., Asus, HP).
- Model: The specific model or series identifier.
- Price: The cost of the laptop in Indian Rupees (INR).
- Rating: A score assigned to the laptop based on its specifications.
- Processor brand: The manufacturer of the processor (e.g., Intel, AMD).
- Processor tier: The performance category of the processor (e.g., Core i5, Core i7).
- Number of Cores: The count of processing cores within the CPU.
- Number of Threads: The count of threads supported by the processor.
- Ram memory: The amount of RAM installed, measured in GB.
- Primary storage type: The technology of the main storage (e.g., SSD, HDD).
- Primary storage capacity: The size of the primary storage in GB.
- Secondary storage type: The technology of any secondary storage, if present.
- Secondary storage capacity: The size of the secondary storage in GB.
- GPU brand: The manufacturer of the graphics processing unit.
- GPU type: The category of GPU (e.g., Integrated, Dedicated).
- Is Touch screen: Indicates whether the display supports touch input.
- Display size: The diagonal size of the screen in inches.
- Resolution width: The horizontal pixel count of the display.
- Resolution height: The vertical pixel count of the display.
- OS: The operating system installed (e.g., Windows, DOS).
- Year of warranty: The duration of the manufacturer warranty in years.
- index: A numerical index for the records.
Distribution
- Format: CSV
- Size: 991 records
- File Size: 204.32 kB
- Structure: 22 columns per record; 100% valid data with no mismatched or missing values reported.
Usage
- Building price prediction models for consumer electronics.
- Developing product recommender systems based on technical specifications.
- Analysing market trends and brand dominance in the Indian laptop sector.
- Studying the correlation between hardware specifications (e.g., RAM, GPU) and pricing.
Coverage
- Geographic: India (Prices listed in INR).
- Time Range: Current market data updated as of 14 January 2024.
- Demographic: Consumer electronics market (Laptops).
- Data Range: Prices span from ₹9,800 to ₹454,000.
License
CC0: Public Domain
Who Can Use It
- Data Scientists
- Machine Learning Engineers
- Market Research Analysts
- E-commerce Developers
- Academic Researchers in Pricing Dynamics
Dataset Name Suggestions
- Smartprix Laptop Specifications & Pricing 2024
- Indian Market Laptop Features and Costs
- Cleaned Laptop Specs for Recommender Systems
- 2024 Laptop Technical Data & Prices
Attributes
Original Data Source: Cleaned Laptop Specs for Recommender Systems
QUALITYLoading...