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Laptop Specifications and Price Data
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About
This dataset provides a detailed collection of 991 brand new laptops, complete with their specifications and prices. Sourced from the 'Smartprix' website and updated as of 14 January 2024, it features 22 distinct attributes, including laptop name, price in Indian rupees, processor details, and GPU information. This valuable resource is designed to support the development of effective price prediction models and robust recommendation systems, offering insights into laptop pricing dynamics and consumer preferences.
Columns
- Brand: The manufacturer's name of the laptop.
- Model: The specific model or series identification of the laptop.
- Price: The cost of the laptop, denominated in Indian rupees.
- Rating: A score assigned to each laptop, reflective of its specifications.
- Processor brand: The brand of the central processing unit (CPU) installed.
- Processor tier: The performance category or level of the processor.
- Number of Cores: The total count of processing cores within the CPU.
- Number of Threads: The quantity of threads supported by the processor.
- Ram memory: The amount of Random Access Memory (RAM) present in the laptop.
- Primary storage type: The kind of primary storage device, e.g., HDD or SSD.
- Primary storage capacity: The storage capacity of the primary storage drive.
- Secondary storage type: The type of any additional, secondary storage, if applicable.
- Secondary storage capacity: The capacity of the secondary storage drive.
- GPU brand: The brand of the Graphics Processing Unit.
- GPU type: The classification of the Graphics Processing Unit.
- Is Touch screen: A boolean indicator specifying if the laptop display has touch capabilities.
- Display size: The diagonal measurement of the laptop screen in inches.
- Resolution width: The horizontal pixel count of the display resolution.
- Resolution height: The vertical pixel count of the display resolution.
- OS: The operating system pre-installed on the laptop.
- Year of warranty: The duration of the manufacturer's warranty, typically stated in years.
Distribution
The dataset is provided in a CSV file format, named
laptops.csv, with a size of 204.32 kB. It contains 991 unique records and includes 22 distinct columns of data.Usage
This dataset is ideal for a variety of applications, including:
- Building price prediction models for laptops.
- Developing recommendation systems for consumer electronics.
- Conducting exploratory data analysis on laptop specifications and pricing.
- Performing clustering analyses to identify groups of similar laptops or consumer preferences.
- Analysing market trends in laptop pricing and features.
Coverage
The data primarily covers laptops available in the Indian market, as indicated by prices in Indian rupees. All information is current as of 14 January 2024. There are no specific demographic details or notes on data availability for particular groups or years provided.
License
Attribution 4.0 International (CC BY 4.0)
Who Can Use It
This dataset is particularly useful for:
- Data Scientists and Machine Learning Engineers aiming to build predictive models or recommendation engines.
- Market Researchers and Business Analysts interested in consumer electronics trends and pricing strategies in India.
- Academics and Students for projects in computer science, exploratory data analysis, and science and technology.
- Developers creating applications that require laptop specification data.
Dataset Name Suggestions
- Laptop Specifications and Price Data
- Indian Laptop Market Insights
- Smartprix Laptop Dataset
- Laptop Price Prediction & Specs
- Notebook Specifications Data
Attributes
Original Data Source: Laptop Specifications and Price Data
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