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Laptop Specifications and Pricing Dataset
Product Reviews & Feedback
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"No reviews yet"
Free
About
This dataset provides detailed specifications and pricing information for 1,000 laptops, offering both their original and latest prices. Its primary purpose is to enable users to explore and understand the various factors that influence laptop computer prices. These factors include the brand, memory size, processor speed, and the inclusion of additional features or bundled accessories. The dataset is suitable for market analysis, price prediction model development, and visualising trends in the laptop industry. The data was collected from Flipkart.com.
Columns
- brand: The manufacturer's brand of the laptop.
- model: The specific model name of the laptop.
- processor_brand: The brand of the laptop's processor, such as Intel or AMD.
- processor_name: The name of the processor, e.g., Core i5, Core i3.
- processor_gnrtn: The generation of the processor, e.g., 10th, 11th.
- ram_gb: The amount of RAM (Random Access Memory) in gigabytes.
- ram_type: The type of RAM, such as DDR4 or LPDDR4X.
- ssd: The size of the Solid State Drive (SSD) in gigabytes.
- hdd: The size of the Hard Disk Drive (HDD) in gigabytes.
- os: The operating system installed on the laptop, e.g., Windows, DOS.
- os_bit: The operating system's architecture, either 64-bit or 32-bit.
- graphic_card_gb: The dedicated graphic card memory in gigabytes.
- weight: Classification of laptop weight, such as Casual, ThinNlight, or Heavy.
- display_size: The display screen size in inches.
- warranty: The warranty period provided in years.
- Touchscreen: A boolean indicating if the laptop has a touchscreen (true/false).
- msoffice: A boolean indicating if Microsoft Office is pre-installed (true/false).
- latest_price: The most recent price of the laptop in Indian Rupees (INR).
- old_price: The original price of the laptop in Indian Rupees (INR).
- discount: The discount percentage applied to the laptop.
- star_rating: The star rating given to the product, out of 5 stars.
- ratings: The total number of user ratings received.
- reviews: The total number of user reviews received.
Distribution
This dataset contains specifications and pricing information for 1,000 laptops, typically found in a CSV file format. It comprises 23 distinct columns and approximately 896 valid records for most columns. The file size is approximately 109.92 kB.
Usage
This dataset is ideal for:
- Visualising Data: Create high-quality charts to represent laptop specifications and price trends.
- Price Prediction: Build predictive models to forecast laptop prices based on their features.
- Market Analysis: Understand how various factors, such as brand, memory, processor speed, hard drive space, pre-installed software, and bundled accessories, influence laptop pricing.
- Consumer Insights: Analyse the impact of factors like warranty, functionality, and even the aesthetic design on pricing and consumer decisions.
- Data Science Projects: Serve as a valuable resource for learning and practicing data cleaning, analysis, and machine learning techniques.
Coverage
The data was scraped from Flipkart.com, an e-commerce platform primarily operating in India, indicating that the geographic scope is India. All prices are denoted in Indian Rupees (INR). While a specific time range for the data collection is not provided, the presence of "latest price" and "old price" suggests current and recent pricing. The dataset is expected to be updated monthly. No specific demographic scope is identified.
License
CC0: Public Domain
Who Can Use It
This dataset is suitable for:
- Data Analysts and Scientists: For market research, predictive modelling, and identifying pricing trends.
- Students and Researchers: For academic projects related to e-commerce, consumer electronics, and data analysis.
- Retailers and Manufacturers: To gain insights into competitive pricing and product feature impact on sales.
- Anyone interested in electronics pricing: To understand the value drivers in the laptop market.
Dataset Name Suggestions
- Laptop Price Factors India
- Laptop Specifications and Pricing Dataset
- Flipkart Laptop Sales Data
- Laptop Price Prediction Model Data
Attributes
Original Data Source: Laptop Specifications and Pricing Dataset
QUALITY