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Laptop Sales Data Analysis
E-commerce & Online Transactions
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset contains detailed information about various laptops scraped from Flipkart. It provides key attributes such as price, available discounts, hardware specifications like processor, RAM, operating system, and storage (SSD), display details, pre-installed software, and warranty information. This data is valuable for understanding laptop market trends, analysing pricing strategies, and comparing product specifications on an e-commerce platform.
Columns
The dataset is structured with 10 columns, each offering specific information about a laptop entry:
- title: A brief description of the laptop, often including its model and key features.
- price: The cost of the laptop.
- discount: Any applicable discounts on the laptop's price. There are some missing values in this column.
- Processor: Specifies the type of processor used in the laptop, such as Intel Core i5 or AMD Ryzen.
- RAM: Indicates the amount and type of Random Access Memory the laptop has, for example, 8 GB DDR4 RAM.
- OS: Lists the operating system installed on the laptop, such as 64 bit Windows 11 Operating System.
- SSD: Shows the size of the solid-state drive in the laptop, for instance, 512 GB SSD.
- Display: Mentions the screen size and other display specifications of the laptop, such as 39.62 cm (15.6 inch) Display.
- In_build_sw: Lists any software pre-installed on the laptop. A notable number of values are missing for this column.
- warranty: Provides information regarding the warranty offered for the laptop. Some values are also missing in this column.
All columns are currently of "object" data type, which may require further processing to convert the data into a more usable format for quantitative analysis.
Distribution
The dataset is provided in a CSV format and contains a total of 920 entries, each representing a single laptop. It is organised into 10 distinct columns. The file size is 305.5 kB. It is important to note the presence of missing values in the 'discount', 'In_build_sw', and 'warranty' columns, which should be considered when analysing the data.
Usage
This dataset is ideal for a variety of applications, including:
- Market analysis and trend identification within the laptop sector.
- Developing pricing models and analysing discount strategies on e-commerce platforms.
- Educational purposes, particularly for students and researchers in computer science and electronics.
- Product comparison and specification analysis for potential buyers or competitive benchmarking.
- Understanding popular configurations and operating system distributions in the laptop market.
Coverage
The data was collected by scraping information from Flipkart. The provided sources do not specify a particular geographic region or time range for the dataset's coverage. As previously mentioned, some columns exhibit missing values.
License
CC0: Public Domain
Who Can Use It
This dataset is suitable for:
- Data analysts: To explore and derive insights from laptop product data, market trends, and pricing structures.
- Market researchers: To gain an understanding of consumer preferences, product offerings, and competitive landscapes in the laptop segment.
- Students and educators: For academic projects, case studies, and learning about data processing and e-commerce analytics in fields like computer science and business.
- Software developers: For building applications that require laptop product information or for training machine learning models related to product classification or recommendation.
Dataset Name Suggestions
- Flipkart Laptop Listings
- Laptop Product Specifications
- E-commerce Laptop Data (Flipkart)
- Laptop Sales Data Analysis
- Laptop Hardware Details
Attributes
Original Data Source: Laptop Sales Data Analysis
QUALITY