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Mobile Device Specifications and Pricing Analysis
Data Science and Analytics
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About
Provides detailed technical specifications and market pricing for numerous phone models sourced from GSMArena.com listings. It offers a refined view of mobile device attributes, allowing for detailed market analysis and trend tracking in the mobile technology sector. The data includes both raw technical specifications and aggregated price points converted into a standardised currency for ease of analysis.
Columns
The dataset contains details across 31 fields, offering highly specific product insights:
- Identification: phone_brand, phone_model.
- Pricing & Sales: store, price, currency, price_USD, quantile_10, quantile_50 (median), quantile_90, and price_range (classifying phones as low, medium, or high price).
- Physical Attributes: Dimensions, Weight, Colors.
- Technical Specifications: storage (GB), ram (GB), Display_Type, Display_Size (inches), Display_Resolution, PPI_Density (pixels per inch), OS (Operating System), NFC (Near Field Communication flag), USB (port type), BATTERY (mAh capacity).
- Performance: Chipset, CPU, GPU, Features_Sensors, Video specifications.
- Temporal & Form Factor: Launch (datetime format), Year, Foldable (binary flag).
Distribution
The primary data file is a processed CSV derived from GSMArena listings. It consists of 1715 valid records. Key manufacturers like Samsung and Xiaomi are well-represented, accounting for a significant portion of the entries, drawn from 22 unique phone brands. Price points range from approximately $52.60 up to $2,360, based on the USD equivalent pricing column.
Usage
Ideal for developing machine learning models aimed at predicting smartphone pricing based on hardware specifications. Excellent for market analysis, tracking the evolution of mobile technology over time, such as shifts in RAM capacity or battery sizes. Suitable for generating detailed data visualizations comparing models across various brands, e-commerce stores, or defined price tiers. It is also useful for technology journalists and researchers studying consumer electronics trends.
Coverage
The data covers global smartphone models, with pricing sourced from various international e-commerce platforms, including prominent listings from Amazon UK and Amazon DE. The temporal scope spans phone releases from late 2017 through to late 2024.
License
CC0: Public Domain
Who Can Use It
Data Scientists and Analysts: For building predictive models using specifications (Chipset, RAM, Storage) as features against the price. Market Researchers: To evaluate competitive pricing strategies, feature adoption (e.g., NFC presence or foldable status), and brand performance. E-commerce Professionals: To benchmark product offerings and inform pricing strategy against the current market. Developers: To power applications requiring up-to-date mobile device specifications.
Dataset Name Suggestions
- Global Smartphone Market Data 2017-2024
- Mobile Device Specifications and Pricing Analysis
- GSMArena Phone Listings Refined
- E-commerce Smartphone Price and Spec Tracker
Attributes
Original Data Source: Mobile Device Specifications and Pricing Analysis
QUALITY