TV Market Insights Dataset
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About
This dataset provides insights into the e-commerce market for televisions, encompassing product specifications and customer ratings. It serves as a valuable resource for understanding the current market landscape for televisions, including the diverse range of screens and operating systems offered by various manufacturers at competitive prices. The dataset can be utilised to explore key market dynamics such as the demand for different television types, the number of market participants, identify top-performing brands, and analyse the relationship between product ratings and pricing strategies.
Columns
- Brand: Indicates the manufacturer of the television product. Examples include SAMSUNG and LG.
- Resolution: Describes the display type, such as Ultra HD LED or HD LED, with multiple categories available.
- Size: Specifies the screen size of the television in inches. Sizes range from 17.00 to 85.00 inches.
- Selling Price: Represents the current selling price or discounted price of the product. Prices range from £4,849.00 to £499,990.00.
- Original Price: The initial price of the product set by the manufacturer. Prices range from £6,999.00 to £549,990.00.
- Operating system: A categorical variable indicating the type of operating system, such as Android or Tizen. Note that approximately 1% of entries in this column have missing values.
- Rating: Provides the average customer rating on a scale of 5. Approximately 24% of entries in this column have missing values.
Distribution
The dataset is provided as a CSV file,
TV_Final.csv
, with a size of 41.05 kB. It comprises 912 samples, each described by 7 attributes. There are some missing values present in the dataset, specifically within the 'Operating system' and 'Rating' columns.Usage
This dataset is ideal for a variety of analytical tasks, including:
- Exploring the current market conditions for televisions.
- Analysing demand patterns for different types of televisions.
- Identifying the number of active players in the television market.
- Determining the top brands based on sales or product volume.
- Investigating which brands offer the highest number of products.
- Examining the correlation between television ratings and pricing.
- Calculating average selling prices by brand.
Coverage
The dataset focuses on products, specifications, and ratings of various television brands within an e-commerce context. While specific geographic or time range details are not provided, it reflects general market insights for televisions. It is important to note the presence of missing data, particularly for the 'Operating system' and 'Rating' attributes.
License
CC0: Public Domain
Who Can Use It
This dataset is suitable for:
- Market Researchers: To analyse television market trends, consumer preferences, and competitor landscapes.
- Business Analysts: For pricing strategy development, product portfolio optimisation, and understanding market share.
- Data Scientists: To build predictive models for sales, ratings, or pricing, and conduct in-depth statistical analysis.
- E-commerce Strategists: To identify popular products, assess competitive pricing, and enhance online product listings.
- Product Managers: To inform product development decisions based on market demand and customer feedback.
Dataset Name Suggestions
- Television E-commerce Product Data
- TV Market Insights Dataset
- Consumer Television Product Analytics
- Television Brand and Rating Data
- Global TV Sales and Specifications
Attributes
Original Data Source: TV Market Insights Dataset