Dataset

This dataset was created by Ashish

Contents

Success.ai’s Consumer Behavior Data for Consumer Goods & Electronics Industry Leaders in Asia, the US, and Europe offers a robust dataset designed to empower businesses with actionable insights into global consumer trends and professional profiles. Covering executives, product managers, marketers, and other professionals in the consumer goods and electronics sectors, this dataset includes verified contact information, professional histories, and geographic business data.

With access to over 700 million verified global profiles and firmographic data from leading companies, Success.ai ensures your outreach, market analysis, and strategic planning efforts are powered by accurate, continuously updated, and GDPR-compliant data. Backed by our Best Price Guarantee, this solution is ideal for businesses aiming to navigate and lead in these fast-paced industries.

Why Choose Success.ai’s Consumer Behavior Data?

1. Verified Contact Data for Precision Engagement

   • Access verified email addresses, phone numbers, and LinkedIn profiles of professionals in the consumer goods and electronics industries.
   • AI-driven validation ensures 99% accuracy, optimizing communication efficiency and minimizing data gaps.

2. Comprehensive Global Coverage

   • Includes profiles from key markets in Asia, the US, and Europe, covering regions such as China, India, Germany, and the United States.
   • Gain insights into region-specific consumer trends, product preferences, and purchasing behaviors.

3. Continuously Updated Datasets

   • Real-time updates capture career progressions, company expansions, market shifts, and consumer trend data.
   • Stay aligned with evolving market dynamics and seize emerging opportunities effectively.

4. Ethical and Compliant

   • Fully adheres to GDPR, CCPA, and other global data privacy regulations, ensuring responsible use and legal compliance for all data-driven campaigns.

Data Highlights:

• 700M+ Verified Global Profiles: Connect with industry leaders, marketers, and decision-makers in consumer goods and electronics industries worldwide.
• Consumer Trend Insights: Gain detailed insights into product preferences, purchasing patterns, and demographic influences.
• Business Locations: Access geographic data to identify regional markets, operational hubs, and emerging consumer bases.
• Professional Histories: Understand career trajectories, skills, and expertise of professionals driving innovation and strategy.

Key Features of the Dataset:

1. Decision-Maker Profiles in Consumer Goods and Electronics

   • Identify and engage with professionals responsible for product development, marketing strategy, and supply chain optimization.
   • Target individuals making decisions on consumer engagement, distribution, and market entry strategies.

2. Advanced Filters for Precision Campaigns

   • Filter professionals by industry focus (consumer electronics, FMCG, luxury goods), geographic location, or job function.
   • Tailor campaigns to align with specific industry trends, market demands, and regional preferences.

3. Consumer Trend Data and Insights

   • Access data on regional product preferences, spending behaviors, and purchasing influences across key global markets.
   • Leverage these insights to shape product development, marketing campaigns, and customer engagement strategies.

4. AI-Driven Enrichment

   • Profiles enriched with actionable data allow for personalized messaging, highlight unique value propositions, and improve engagement outcomes.

Strategic Use Cases:

1. Marketing and Demand Generation

   • Design campaigns tailored to consumer preferences, regional trends, and target demographics in the consumer goods and electronics industries.
   • Leverage verified contact data for multi-channel outreach, including email, social media, and direct marketing.

2. Market Research and Competitive Analysis

   • Analyze global consumer trends, spending patterns, and product preferences to refine your product portfolio and market positioning.
   • Benchmark against competitors to identify gaps, emerging needs, and growth opportunities in target regions.

3. Sales and Partnership Development

   • Build relationships with key decision-makers at companies specializing in consumer goods or electronics manufacturing and distribution.
   • Present innovative solutions, supply chain partnerships, or co-marketing opportunities to grow your market share.

4. Product Development and Innovation

   • Utilize consumer trend insights to inform product design, pricing strategies, and feature prioritization.
   • Develop offerings that align with regional preferences and purchasing behaviors to maximize market impact.

Why Choose Success.ai?

1. Best Price Guarantee
   • Access premium-quality consumer behavior data at competitive prices, ensuring maximum ROI for your outreach, research, and ma...

Description: This dataset contains sales transaction records for an electronics company over a one-year period, spanning from September 2023 to September 2024. It includes detailed information about customer demographics, product types, and purchase behaviors.

Key Features:

• Customer ID: Unique identifier for each customer.
• Age: Age of the customer (numeric)
• Gender: Gender of the customer (Male or Female)
• Loyalty Member: (Yes/No) (Values change by time, so pay attention to who cancelled and who signed up)
• Product Type: Type of electronic product sold (e.g., Smartphone, Laptop, Tablet)
• SKU: a unique code for each product.
• Rating: Customer rating of the product (1-5 stars) (Should have no Null Ratings)
• Order Status: Status of the order (Completed, Cancelled)
• Payment Method: Method used for payment (e.g., Cash, Credit Card, Paypal)
• Total Price: Total price of the transaction (numeric)
• Unit Price: Price per unit of the product (numeric)
• Quantity: Number of units purchased (numeric)
• Purchase Date: Date of the purchase (format: YYYY-MM-DD)
• Shipping Type: Type of shipping chosen (e.g., Standard, Overnight, Express)
• Add-ons Purchased: List of any additional items purchased (e.g., Accessories, Extended Warranty)
• Add-on Total: Total price of add-ons purchased (numeric)

NOTE: The original generated data had exactly 50% counts for both gender and loyalty. I have adjusted this for a more realistic distribution. Additionally, I ensured that all customer information is consistent across all their orders.

Data Stats:

Total Rows: 20,000 Time Period: September 2023 to September 2024 Product Types: Includes various electronics such as Smartphones, Laptops, Tablets, and Smartwatches.

Disclaimer: This dataset is generated. It does not represent real-world transactions or actual customer data. All values, including customer IDs, ages, product types, and ratings, are fictitious and created for the purpose of analysis and modeling.

Description:

This dataset provides insights into consumer electronics sales, featuring product categories, brands, prices, customer demographics, purchase behavior, and satisfaction metrics. It aims to analyze factors influencing purchase intent and customer satisfaction in the consumer electronics market.

Features:

• ProductID: Unique identifier for each product.
• ProductCategory: Category of the consumer electronics product (e.g., Smartphones, Laptops).
• ProductBrand: Brand of the product (e.g., Apple, Samsung).
• ProductPrice: Price of the product ($).
• CustomerAge: Age of the customer.
• CustomerGender: Gender of the customer (0 - Male, 1 - Female).
• PurchaseFrequency: Average number of purchases per year.
• CustomerSatisfaction: Customer satisfaction rating (1 - 5).
• PurchaseIntent (Target Variable): Intent to purchase.

Conclusion:

This dataset facilitates analysis on consumer behavior and purchase patterns in the consumer electronics sector, aiding insights into market dynamics and customer preferences.

Dataset Usage and Attribution Notice

This dataset, shared by Rabie El Kharoua, is original and has never been shared before. It is made available under the CC BY 4.0 license, allowing anyone to use the dataset in any form as long as proper citation is given to the author. A DOI is provided for proper referencing. Please note that duplication of this work within Kaggle is not permitted.

Exclusive Synthetic Dataset

This dataset is synthetic and was generated for educational purposes, making it ideal for data science and machine learning projects. It is an original dataset, owned by Mr. Rabie El Kharoua, and has not been previously shared. You are free to use it under the license outlined on the data card. The dataset is offered without any guarantees. Details about the data provider will be shared soon.

Global consumer electronics market was valued at USD 1256.42 Billion in 2024 and is predicted to reach USD 1895.89 Billion by 2034, with a CAGR of 4.2% between 2025 and 2034.

The size of the Consumer Electronics market was valued at USD XXX million in 2024 and is projected to reach USD XXX million by 2033, with an expected CAGR of XX% during the forecast period.

According to Cognitive Market Research, The Global Consumer Electronics market size is USD 742.6 billion in 2023 and will grow at a compound annual growth rate (CAGR) of 7.20% from 2023 to 2030.

The demand for smartphones is rising because smartphones enable a wide range of services, including texting, web surfing, multimedia playback, mobile payments, and real-time access to data.
Demand for laptops & notebooks consumer electronics remains higher due to their small stature and low weight, and users may take their computing resources with them wherever they go.



The increasing demand for online distribution channels in consumer electronics. Because of the widespread availability and convenience of online distribution channels, consumers worldwide may buy them from anywhere they choose. 



Asia-Pacific will continue to lead, whereas the North American smartphone market will experience the most vigorous growth until 2030. 

Market Dynamics Of the Consumer Electronics

Key Drivers for Consumer Electronics

Stringent Rules And Restrictions In The Consumer Electronics Market to Hinder Market Growth: The highly regulated electronics market may hamper growth in the consumer electronics sector. It includes norms for production, security, efficiency, and ecology. The commodities are produced and distributed by national and regional laws, rules, and certification requirements. The electronic products must also abide by the rules and regulations of the country or region where they will be sold. As concern for the environment grows in more regions of the world, governments are putting more of a regulatory emphasis on developing products that use less energy in their operation. Another challenge that companies in this sector confront is figuring out how to have their electrical products certified as energy efficient. Suppliers often need help to comply with such a stringent regulatory framework. This factor hampered the consumer electronics global market during the forecast period.

Key Restraints for Consumer Electronics

One of the primary restraints in the consumer electronics market is the increasingly stringent regulatory environment that manufacturers must navigate. Countries and regions around the world are enforcing stricter regulations related to product safety, environmental sustainability, energy efficiency, and electronic waste management. Compliance with certifications such as RoHS, WEEE, ENERGY STAR, and CE often involves extensive testing, documentation, and redesign, all of which add complexity and cost to production cycles. These challenges are particularly burdensome for small and mid-sized manufacturers who may lack the resources to quickly adapt. Furthermore, frequent changes in regulations and regional disparities in compliance standards create logistical hurdles in product distribution, slowing down time-to-market and limiting global scalability. As governments prioritize sustainability and eco-friendly practices, manufacturers face the dual pressure of innovating rapidly while staying compliant—potentially hindering growth and profit margins across the sector.

Key Trends for Consumer Electronics

The global market for consumer electronics is expanding because the growth of the IoT, AI, and 5G connectivity, among other breakthroughs and technological advancements, have been major forces propelling the consumer electronics industry. Products with cutting-edge specs and nifty new additions sell well. Therefore, consumer electronics sales are anticipated to increase during the anticipated period.

For instance, the market leader in consumer electronics in India, Samsung, released its newest portable solid-state drive (SSD), the T9. It has storage capacities of up to 4 terabytes, offering the reliability and convenience its users want while providing lightning-fast data transfers and enough space for their data.

In addition, the number of Internet-enabled gadgets has been rising incredibly for years, and this trend is only expected to accelerate. Increases in disposable income across the globe have stimulated greater demand for consumer electronics. High-end smartphones, tablets, laptops, and other consumer electronic devices are becoming increasingly popular as people have more disposable income.

Increase in Use of Smart Gadgets Demand For Consumer Electronics Facilities are Expected To Propel Market Growth

The market f...

The chart provides an insightful analysis of the estimated sales amounts for Consumer Electronics stores across various platforms. Custom Cart stands out, generating a significant portion of sales with an estimated amount of $1.09T, which is 95.18% of the total sales in this category. Following closely, Shopify accounts for $28.84B in sales, making up 2.53% of the total. WooCommerce also shows notable performance, contributing $9.17B to the total sales, representing 0.80%. This data highlights the sales dynamics and the varying impact of each platform on the Consumer Electronics market.

This statistic displays the results of a survey on measures considered by smart phone users in Norway to be useful to trust consumer electronics managing personal data in 2018. ** percent of respondents considered a reliably measure an approved stamp from certified party. ** percent of respondents answered a labelling system in which the manufacturer follows instructions by the industry itself.

Access consumer behavior data for 700M+ consumer goods and electronics professionals globally with Success.ai. Includes detailed contact information, professional histories, and business locations. GDPR-compliant. Best price guaranteed.

Our data sheds light on the distribution of Consumer Electronics stores across different online platforms. WooCommerce leads with a substantial number of stores, holding 48.03K stores, which accounts for 34.97% of the total in this category. Shopify follows with 45.86K stores, making up 33.40% of the Consumer Electronics market. Meanwhile, Custom Cart offers a significant presence as well, with 17.08K stores, or 12.44% of the total. This chart gives a clear picture of how stores within the Consumer Electronics sector are spread across these key platforms.

The Consumer Electronics Optoelectronics Market Report is Segmented by Device Type (LED, Laser Diode, Image Sensors, Optocouplers, Photovoltaic Cells, and Other Device Types) and Geography (United States, Europe, China, Japan, Korea, Taiwan, and the Rest of the World). The Market Sizes and Forecasts are Provided in Terms of Value (USD) for all the Above Segments.

European Import of Consumer Electronics by Country, 2023 Discover more data with ReportLinker!

The data consists of the following types of information:

FSN ID: The unique identification of each SKU Order Date: Date on which the order was placed Year/Month: Year and month when the order was placed Order ID: The unique identification number of each order Order Item ID: When the customer orders two different products at the same time, the system generates two different order Item IDs under the same order ID. Note that orders are tracked using Order Item IDs. GMV: Gross merchandise value or revenue Units: Number of units of the specific product sold deliverybdays: Number of business days between the placement of the order and the final delivery day deliverycdays: Number of calendar days between the placement of the order and the final delivery day Order Payment Type: How the payment was made, whether prepaid or cash on delivery SLA: Number of days it typically takes to deliver the product Cust id: Unique identification of a customer pincode: Pin location from where the order was placed product_analytic_super_category: Super category to which the product belongs product_analytic_category: Category to which the product belongs product_analytic_sub_category: Sub-category to which the product belongs product_analytic_vertical: Assortment vertical to which the product belongs Product MRP: Maximum retail price of the product Product procurement SLA: Time typically taken to procure the product

Apart from this, the following information is also available:

Monthly spend on various advertising channels Days when there was any special sale on products Monthly NPS score (this may work as a proxy to the ‘voice of the customer’) Stock index of the company on a monthly basis Climatic information of Ontario during 2015 and 2016

This project contains data obtained by a consumer survey on preferences regarding product adoption, use, functionality, and replacement. These data support the publication: Kasulaitis, B., Babbitt, C.W., Tyler, A.C. "The role of consumer preferences in reducing material intensity of electronic products," Journal of Industrial Ecology (2020).DOI: 10.1111/jiec.13052Data Contents:Data provided within this project include:1) The survey questionnaire, provided here in both PDF and TXT formats, under the title "SurveyQuestions";2) The raw data generated by the survey panel (with weightings as described below) provided here in both Excel and SPSS formats, under the title "SurveyRawData"; 3) Data compiled from these raw results and used to create figures appearing in Kasulaitis et al. 2020, in an Excel file entitled "SurveyAnalyzedData";4) Additional graphical presentation and interpretation of data (entitled "InterpretedSurveyResults"), a PDF that includes results and findings beyond those appearing in the manuscript.Additional Background:The Internet-based survey was developed by the authors with the support of Meliora Research, LLC, a market research and survey design firm, and administered in February 2015. The survey was administered to a panel of United States adults that was recruited and maintained by Lightspeed GMI, using their sampling and panel management platform. The survey protocol and informed consent process was reviewed and approved by the Rochester Institute of Technology Institutional Review Board. The respondents’ identities remained confidential, and researchers had no contact with the respondents. The panel was designed to be a nationally representative population, and survey results are comprised of responses from 1,011 US adults, aged 18 years and older. This sample size, relative to the total population of U.S. adults, provided a margin of error of +/- 3% with a 95% confidence level. Demographic characteristics of panel members were collected at the time of sampling. Statistical weighting was provided by Meliora Research to correct distribution of respondents to align with the US Census’ Population 2014 March Supplement. In determining weighting factors, socio-demographic characteristics, including education, age, gender, race/ethnicity, household income, and geographic region were evaluated. The survey consisted of 40 questions designed to gain insight into the consumption and use of, attitudes towards, and relationships between personally owned electronic products, plus 10 demographic and screening questions.

Access updated Consumer Electronics import data India with HS Code, price, importers list, Indian ports, exporting countries, and verified Consumer Electronics buyers in India.

Snapshot img

Personal Consumer Electronics Market Size 2025-2029

The personal consumer electronics market size is valued to increase USD 104.1 billion, at a CAGR of 5.2% from 2024 to 2029. Frequent product launches of personal consumer electronics will drive the personal consumer electronics market.

Major Market Trends & Insights

APAC dominated the market and accounted for a 42% growth during the forecast period.
By Product Type - Smartphones segment was valued at USD 102.20 billion in 2023
By Distribution Channel - Offline segment accounted for the largest market revenue share in 2023

Market Size & Forecast

Market Opportunities: USD 48.41 billion
Market Future Opportunities: USD 104.10 billion
CAGR : 5.2%
APAC: Largest market in 2023

Market Summary

The market encompasses a dynamic and ever-evolving landscape, driven by advancements in core technologies and applications. With the increasing popularity of artificial intelligence, virtual reality, and the Internet of Things, the market continues to expand and innovate. Service types and product categories, such as smartphones, laptops, tablets, and wearable devices, dominate consumer spending. The rapidly growing e-commerce industry and frequent product launches further fuel market growth. However, the market faces challenges including fluctuation in prices of raw materials and operational costs. For instance, the global smartphone market is projected to reach a 67% adoption rate by 2025. Regulations and regional differences also play a significant role in shaping market trends.
Stay tuned for more insights into the evolving the market.

What will be the Size of the Personal Consumer Electronics Market during the forecast period?

Get Key Insights on Market Forecast (PDF) Request Free Sample

How is the Personal Consumer Electronics Market Segmented and what are the key trends of market segmentation?

The personal consumer electronics industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Product Type

  Smartphones
  Tablets/laptops/notebooks
  Portable devices
  Digital camera
  Others


Distribution Channel

  Offline
  Online


Application

  Personal use
  Entertainment
  Communication
  Fitness and health monitoring
  Others


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy
    UK


  APAC

    China
    India
    Japan
    South Korea


  Rest of World (ROW)

By Product Type Insights

The smartphones segment is estimated to witness significant growth during the forecast period.

In the dynamic and evolving the market, the smartphones segment holds a significant position. These advanced mobile devices cater to modern life's demands, offering features beyond basic voice communication. With an estimated 67% of the world's population owning a smartphone, the market's influence is undeniable (Source: Statista). Key functions of smartphones include communication, internet connectivity, and multimedia capabilities. Users can make calls, send messages, and communicate through various apps. Internet access, available via Wi-Fi, mobile data networks, or both, enables web browsing, social media usage, and online services utilization. Moreover, smartphones boast high-resolution screens, built-in cameras for photography and videography, and the ability to play audio and video files.

Biometric authentication systems, such as fingerprint scanners and facial recognition technology, enhance security. Water resistance ratings ensure durability and reliability in various environments. Miniaturization techniques enable compact designs, while power management ICs and thermal management solutions optimize battery life and energy efficiency. Fast charging technology and extended battery life are essential features for users on-the-go. Image sensor technology, OLED displays, and augmented reality capabilities offer enhanced user experiences. Smart home integration, 5G cellular connectivity, and privacy protection measures cater to evolving consumer needs. Semiconductor components, haptic feedback systems, and data security protocols ensure optimal performance and user experience.

The market anticipates a 25% increase in smartphone sales this year, with a further 20% growth projection for the next five years (Source: Market Research Firm A). Processor performance, battery life extension, and software updates frequency are critical factors driving market expansion. Material science advancements, product lifecycle management, and high-resolution cameras further contribute to the market's growth. Energy efficiency standards and user interface design are essential considerations for manufacturers. Lithium-ion batteries, power consumption efficiency, and

Delving into the Consumer Electronics sector, our data presents a revealing look at store distribution by region, highlighting regional preferences and market penetration in this niche. United States leads with 35.26K stores, which is 33.91% of the total. United Kingdom follows, contributing 10.18K stores, which is 9.79% of the total. India comes third, with 6.33K stores, making up 6.08% of the total.

Data set represents the average bill of materials for 25 common categories of consumer electronics products collected via product disassembly and physical material identification and measurement. These data records are compiled in two excel workbooks containing BOM data collected and organized at different levels of aggregation. First, the “Disassembly Detail” workbook provides resolved material and component data at the level of each major assembly and sub-assembly. Each worksheet represents a single product category, and most categories contain detailed data for multiple product samples.Second, the “Product Bill of Materials” workbook provides total mass and mass percent of each separable material and component for all products studied and a mean, maximum, and minimum mass (g) and mass percent (%) for each product category calculated using the lab data points. The workbooks also includes literature values, and evaluated using three parameters: traceability, level of detail and category consistency. This qualitative analysis of data from published literature is indicated next to each data point. Third, the "Uncertainty Analysis" workbook provides information on mass of the product prior to disassembly, post disassembly, and manufacturer reported mass, when available for the same make, model, and year of the product studied in the lab. Percentage difference between mass of the product prior and post disassembly, and mass of the product post disassembly and reported mass by manufacturer is provided. This workbook also includes side by side comparison of our lab BOM data for iPod and Amazon kindle to the high quality literature data.

The size of the Wearable Consumer Electronics market was valued at USD XXX million in 2023 and is projected to reach USD XXX million by 2032, with an expected CAGR of XX% during the forecast period.