15 datasets found
  1. China Recruitment Fraud Dataset

    • kaggle.com
    Updated Aug 28, 2023
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    lpls Demon (2023). China Recruitment Fraud Dataset [Dataset]. https://www.kaggle.com/datasets/lplsdemon/china-recruitment-fraud-dataset/discussion?sort=undefined
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Aug 28, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    lpls Demon
    License

    Open Database License (ODbL) v1.0https://www.opendatacommons.org/licenses/odbl/1.0/
    License information was derived automatically

    Area covered
    China
    Description

    The dataset collected a total of 200,000 pieces of data from three Chinese Internet recruitment websites, 51job, Boss Zhipin and Liepin. The dataset uses a simple set of statistical rules to assign a fraud probability to each data piece, with a total of nine categories ranging from 0% to 80%. Note that the data set is heavily unbalanced because it is real data.

  2. I

    Investment Opportunities of Big Data Technology in China Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Mar 1, 2025
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    Data Insights Market (2025). Investment Opportunities of Big Data Technology in China Report [Dataset]. https://www.datainsightsmarket.com/reports/investment-opportunities-of-big-data-technology-in-china-13105
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    Mar 1, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global, China
    Variables measured
    Market Size
    Description

    The Chinese Big Data market presents a compelling investment landscape, projected to experience robust growth. With a Compound Annual Growth Rate (CAGR) of 30% from 2019 to 2033, the market's value is expected to surge significantly. Several key drivers fuel this expansion. The burgeoning digital economy in China, coupled with increasing government initiatives promoting data-driven decision-making across sectors, is creating substantial demand for big data solutions. Furthermore, advancements in artificial intelligence (AI) and machine learning (ML) are inextricably linked to big data, fostering innovation and creating new applications across diverse industries, including BFSI, healthcare, retail, and manufacturing. The adoption of cloud-based big data solutions is accelerating, offering scalability and cost-effectiveness for businesses of all sizes. However, challenges remain, including data security concerns, a lack of skilled professionals, and the need for robust data governance frameworks. These restraints, while present, are not expected to significantly impede the overall market trajectory given the substantial opportunities and government support.
    The market segmentation reveals diverse investment avenues. The cloud deployment model is projected to dominate due to its advantages, while the large enterprise segment presents the largest revenue pool. Within solutions, customer analytics, fraud detection, and predictive maintenance are currently high-growth areas, offering attractive ROI. Geographically, China itself represents a significant portion of the market, although international players are also gaining traction. Considering the robust CAGR and the diverse segments, strategic investments targeting cloud-based solutions, AI-powered analytics, and specific industry verticals (like BFSI and healthcare) hold significant promise for high returns. Careful consideration of regulatory landscapes and data privacy regulations is crucial for successful investment strategies within this dynamic market. Investment Opportunities of Big Data Technology in China This comprehensive report analyzes the burgeoning investment opportunities within China's Big Data Technology sector, offering a detailed forecast from 2019-2033. The report utilizes 2025 as its base and estimated year, covering the historical period (2019-2024) and forecasting market trends from 2025-2033. It delves into market dynamics, key players, and emerging trends shaping this rapidly expanding industry. This report is crucial for investors, businesses, and analysts seeking to understand and capitalize on the immense potential of China's big data market. Recent developments include: November 2022 - Alibaba announced the Innovative upgrade, and Greener 11.11 runs wholly on Alibaba Cloud, whereas Alibaba Cloud's dedicated processing unit powered 11.11 for the Apsara Cloud operating system. The upgraded infrastructure system significantly improved the efficiency of computing, storage, etc., October 2022 - Huawei Technologies Co.has unveiled its 4-in-1 hyper-converged enterprise gateway NetEngine AR5710, delved into the latest CloudCampus 3.0 + Simplified Solution, and launched a series of products for large enterprises and Small- and Medium-Sized Enterprises (SMEs). With these new offerings, Huawei aims to help enterprises simplify their campus networks and maximize digital productivity.. Key drivers for this market are: 6.1 Data Explosion: Unstructured, Semi-structured and Complex6.2 Improvement in Algorithm Development6.3 Need for Customer Analytics. Potential restraints include: 7.1 Lack of General Awareness And Expertise7.2 Data Security Concerns. Notable trends are: Need for Customer Analytics to Increase Exponentially Driving the Market Growth.

  3. Fraud Detection And Prevention Market Analysis, Size, and Forecast...

    • technavio.com
    Updated Jul 11, 2025
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    Technavio (2025). Fraud Detection And Prevention Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Italy, Russia, and UK), APAC (China, India, and Japan), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/fraud-detection-and-prevention-market-analysis
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    Dataset updated
    Jul 11, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global
    Description

    Snapshot img

    Fraud Detection And Prevention Market Size 2025-2029

    The fraud detection and prevention market size is forecast to increase by USD 122.65 billion, at a CAGR of 30.1% between 2024 and 2029.

    The market is witnessing significant growth, driven by the increasing adoption of cloud-based services. Businesses are recognizing the benefits of cloud solutions, such as real-time fraud detection, scalability, and cost savings. Additionally, technological advancements in fraud detection and prevention solutions and services are enabling organizations to better protect their assets from sophisticated fraud schemes. However, the complex IT infrastructure of modern businesses poses a challenge in implementing and integrating these solutions effectively. The complexity of the IT infrastructure, which integrates cloud computing, big data, and mobile devices, creates a vast network of devices with insufficient security features.
    To capitalize on market opportunities, companies must stay abreast of these trends and invest in advanced fraud detection technologies. Effective implementation and integration of these solutions, coupled with continuous innovation, will be crucial for businesses seeking to mitigate fraud risks and protect their reputation and financial stability. Furthermore, the constant evolution of fraud techniques necessitates continuous innovation and adaptation from solution providers. Encryption techniques and network security protocols form the foundation of robust cybersecurity defenses, while compliance regulations and penetration testing help identify vulnerabilities and strengthen security posture.
    

    What will be the Size of the Fraud Detection And Prevention Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The market continues to evolve, driven by the constant emergence of new threats and the need for advanced technologies to mitigate risks across various sectors. Real-time fraud alerts, anomaly detection systems, forensic accounting tools, and risk mitigation strategies are integrated into comprehensive solutions that adapt to the ever-changing fraud landscape. Entities rely on these tools to maintain regulatory compliance frameworks and incident response planning, ensuring access control management and vulnerability assessments are up-to-date. Machine learning algorithms and transaction monitoring tools enable the detection of suspicious activity, providing valuable insights into potential threats.

    Intrusion detection systems and behavioral biometrics offer real-time protection against cyberattacks and payment fraud, while identity verification methods and risk scoring models help prevent account takeover and data loss. Cybersecurity threat intelligence and authentication protocols enhance the overall security strategy, providing a layered approach to fraud prevention. Fraud investigation techniques and loss prevention metrics enable entities to respond effectively to incidents and minimize the impact of data breaches. Social engineering countermeasures and payment fraud detection solutions further fortify the fraud prevention arsenal, ensuring continuous protection against evolving threats.

    The ongoing dynamism of the market demands a proactive approach, with entities staying informed and agile to maintain a strong defense against fraudulent activities.

    How is this Fraud Detection And Prevention Industry segmented?

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

    Component
    
      Solutions
      Services
    
    
    End-user
    
      Large enterprise
      SMEs
    
    
    Application
    
      Transaction monitoring
      Compliance and risk management
      Identity verification
      Behavioral analytics
      Others
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        Italy
        Russia
        UK
    
    
      APAC
    
        China
        India
        Japan
    
    
      Rest of World (ROW)
    

    By Component Insights

    The Solutions segment is estimated to witness significant growth during the forecast period. The market is experiencing significant growth due to escalating cyber threats, increasing regulatory compliance requirements, and the need to mitigate financial losses. Biometric authentication, encryption techniques, machine learning algorithms, and intrusion detection systems are among the key solutions driving market expansion. Regulatory frameworks, such as the General Data Protection Regulation (GDPR) and the Health Insurance Portability and Accountability Act (HIPAA), are mandating robust incident response planning, access control management, and data breach prevention strategies. Vulnerability as

  4. Age distribution of victims of telemarketing and online fraud in China 2021

    • statista.com
    Updated Jul 10, 2025
    + more versions
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    Statista (2025). Age distribution of victims of telemarketing and online fraud in China 2021 [Dataset]. https://www.statista.com/statistics/1063336/china-age-distribution-of-victims-of-telemarketing-and-online-fraud/
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    Dataset updated
    Jul 10, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2021
    Area covered
    China
    Description

    According to the reports received by Tencent *** during 2021, around ** percent of victims of telemarketing and online scams reported in China were between 22 and 29 years old. Since the data were collected based on online reporting, many elderly victims might not be included. Over recent years, telemarketing and online scams are becoming increasingly professional and are always operated by larger organizations.

  5. Z

    Data from: Food fraud vulnerability assessment data (on spice/ginger and...

    • data.niaid.nih.gov
    Updated Feb 9, 2022
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    van Ruth, Saskia (2022). Food fraud vulnerability assessment data (on spice/ginger and wine) [Dataset]. https://data.niaid.nih.gov/resources?id=zenodo_6012045
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    Dataset updated
    Feb 9, 2022
    Dataset provided by
    van Ruth, Saskia
    Erasmus, Sara
    Mueller, Teresa
    Fauhl-Hassek, Carsten
    Han, Qing
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The dataset includes the results of food fraud vulnerability assessments (on spice/ginger and wine) of various companies based in China and Europe. The data form part of WP3 (Task 3.2): Implementation of innovations in food authenticity. The data is generated to better understand the food fraud vulnerability within selected food chains. The data is useful for anyone working in the field of food authentication.

  6. I

    Investment Opportunities of Big Data Technology in China Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated May 1, 2025
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    Market Report Analytics (2025). Investment Opportunities of Big Data Technology in China Report [Dataset]. https://www.marketreportanalytics.com/reports/investment-opportunities-of-big-data-technology-in-china-89506
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    May 1, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global, China
    Variables measured
    Market Size
    Description

    The Chinese big data technology market presents significant investment opportunities, fueled by a robust 30% CAGR and a substantial market size. Driven by government initiatives promoting digital transformation, rapid technological advancements, and the increasing adoption of cloud-based solutions across diverse sectors like BFSI, healthcare, and manufacturing, the market is poised for continued expansion. Key trends include the growing demand for advanced analytics, including predictive maintenance and fraud detection, coupled with the increasing deployment of big data solutions in the cloud. While data privacy regulations and a potential skills gap pose challenges, the immense potential of the Chinese market outweighs these restraints. The concentration of major technology players like Alibaba Cloud, Tencent, and Huawei within China, alongside established international companies like IBM and Microsoft, indicates a fiercely competitive yet lucrative landscape. Investment strategies should focus on companies offering cutting-edge analytics solutions, particularly those catering to the rapidly expanding cloud and mobile segments. Furthermore, investments in companies specializing in data security and compliance solutions will be crucial given the increasing focus on data privacy. The segmentation of the market offers diverse investment avenues. Large enterprises are likely to lead adoption, but the SME segment presents significant growth potential as more companies embrace data-driven decision-making. Within solutions, customer analytics and fraud detection will maintain high demand, while predictive maintenance and asset management in sectors like manufacturing and automotive will witness substantial growth. Geographical focus should consider the economic powerhouses within China, with Tier-1 cities expected to lead adoption rates, followed by a gradual expansion into Tier-2 and Tier-3 cities. The forecasted market growth for the next decade indicates a substantial return on investment for strategically positioned players. A detailed understanding of regulatory landscapes and the evolving technological landscape will prove critical for successful investment in this dynamic market. Recent developments include: November 2022 - Alibaba announced the Innovative upgrade, and Greener 11.11 runs wholly on Alibaba Cloud, whereas Alibaba Cloud's dedicated processing unit powered 11.11 for the Apsara Cloud operating system. The upgraded infrastructure system significantly improved the efficiency of computing, storage, etc., October 2022 - Huawei Technologies Co.has unveiled its 4-in-1 hyper-converged enterprise gateway NetEngine AR5710, delved into the latest CloudCampus 3.0 + Simplified Solution, and launched a series of products for large enterprises and Small- and Medium-Sized Enterprises (SMEs). With these new offerings, Huawei aims to help enterprises simplify their campus networks and maximize digital productivity.. Key drivers for this market are: 6.1 Data Explosion: Unstructured, Semi-structured and Complex6.2 Improvement in Algorithm Development6.3 Need for Customer Analytics. Potential restraints include: 6.1 Data Explosion: Unstructured, Semi-structured and Complex6.2 Improvement in Algorithm Development6.3 Need for Customer Analytics. Notable trends are: Need for Customer Analytics to Increase Exponentially Driving the Market Growth.

  7. Number of theft, fraud, and robbery cases in China 2013-2023

    • statista.com
    Updated Jul 9, 2025
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    Statista (2025). Number of theft, fraud, and robbery cases in China 2013-2023 [Dataset]. https://www.statista.com/statistics/1248100/number-of-theft-fraud-robbery-crimes-in-china/
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    Dataset updated
    Jul 9, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    China
    Description

    In 2023, there were around **** million theft crimes registered by the police in China. While the number of theft cases has decreased considerably in recent years, fraud crimes have fluctuated.

  8. Healthcare Fraud Detection Market Analysis, Size, and Forecast 2025-2029:...

    • technavio.com
    Updated Jun 15, 2025
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    Technavio (2025). Healthcare Fraud Detection Market Analysis, Size, and Forecast 2025-2029: North America (US, Canada, and Mexico), Europe (France, Germany, and UK), APAC (China, India, and Japan), South America (Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/healthcare-fraud-detection-market-industry-analysis
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    Dataset updated
    Jun 15, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    United States, Global
    Description

    Snapshot img

    Healthcare Fraud Detection Market Size 2025-2029

    The healthcare fraud detection market size is forecast to increase by USD 1.09 billion at a CAGR of 11.8% between 2024 and 2029.

    The market is experiencing significant growth due to the increasing number of patients seeking health insurance and the emergence of social media's influence on the healthcare industry. The rise in healthcare fraud cases, driven by the influx of insurance claims, necessitates robust fraud detection solutions. Social media's impact on healthcare extends to fraudulent activities, with fake claims and identity theft posing challenges. However, the deployment of healthcare fraud detection systems remains a time-consuming process, and the need for frequent upgrades to keep up with evolving fraud schemes adds complexity.
    Additionally, collaborating with regulatory bodies and industry associations can help stay informed of the latest fraud trends and best practices. Overall, the market presents opportunities for innovation and growth, as the demand for effective solutions to combat fraudulent activities continues to rise. Companies must navigate these challenges by investing in advanced technologies, such as machine learning and artificial intelligence, to streamline deployment and enhance fraud detection capabilities.
    

    What will be the Size of the Healthcare Fraud Detection Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The market encompasses various solutions and services designed to mitigate fraudulent activities in Medicaid services and health insurance. Data analytics plays a pivotal role in this domain, with statistical methods and data science techniques used to identify fraudulent healthcare activities. Prescriptive analytics and machine learning algorithms enable the prediction of potential fraudulent claims and billing schemes. Medical services, including pharmacy billing fraud and prescription fraud, are prime targets for offenders. Identity theft and social media are also significant contributors to healthcare fraud costs. Payment integrity is crucial for insurers to minimize financial losses, making fraud detection a priority.

    On-premise and cloud-based solutions offer analytics capabilities to combat fraud. Descriptive analytics provides insights into historical data, while predictive analytics and prescriptive analytics offer proactive fraud detection. Despite the advancements in fraud detection, data limitations pose challenges. The use of artificial intelligence and machine learning in fraud detection is increasing, providing more accurate and efficient solutions. Insurance claims review is a critical component of fraud detection, with fraudulent claims costing billions annually. Fraudsters continue to evolve their tactics, necessitating the need for advanced fraud detection solutions.

    How is this Healthcare Fraud Detection Industry segmented?

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

    Type
    
      Descriptive analytics
      Predictive analytics
      Prescriptive analytics
    
    
    End-user
    
      Private insurance payers
      Third-party administrators (TPAs)
      Government agencies
      Hospitals and healthcare providers
    
    
    Delivery Mode
    
      Cloud-based
      On-premises
    
    
    Geography
    
      North America
    
        US
        Canada
        Mexico
    
    
      Europe
    
        France
        Germany
        UK
    
    
      APAC
    
        China
        India
        Japan
    
    
      South America
    
        Brazil
    
    
      Rest of World (ROW)
    

    By Type Insights

    The Descriptive analytics segment is estimated to witness significant growth during the forecast period. In the dynamic landscape of healthcare, Anomalies Detection and Healthcare Fraud Analytics play a pivotal role in safeguarding Financial Resources from Fraudulent Healthcare Activities. Descriptive analytics, a foundational type of analytics, forms the backbone of this industry. With its ability to aggregate and examine vast healthcare data, descriptive analytics identifies trends and operational performance insights. It is widely used in various departments, from Healthcare IT adoption to Urgent care, and supports Insurance Claims Review processes. Cloud-Based Solutions and On-Premises Solutions are two delivery models that cater to diverse organizational needs. Machine Learning and Statistical Methods are integral to advanced analytics, including Prescriptive analytics and Predictive analytics, which uncover intricate patterns and prevent Fraudulent Claims.

    Social Media and Data Analytics offer valuable insights into potential Fraudulent Activities, while Real-Time Analytics ensure Payment Integrity in Healthca

  9. p

    Global Fraud Detection Data | AI Training Data for Damaged Cars | 10K+...

    • data.pixta.ai
    Updated Aug 18, 2024
    + more versions
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    Pixta AI (2024). Global Fraud Detection Data | AI Training Data for Damaged Cars | 10K+ Images | Classified-Segmented Datasets for Custom Requirements [Dataset]. https://data.pixta.ai/products/3-000-damaged-car-images-for-ai-ml-model-pixta-ai
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    Dataset updated
    Aug 18, 2024
    Dataset authored and provided by
    Pixta AI
    Area covered
    United Kingdom, Austria, Hungary, Thailand, Vietnam, Norway, Belgium, North Korea, Canada, Malaysia
    Description

    10,000 Images of damaged car for AI, Machine Learning & Computer Vision model. The dataset is annotated in Classification (9 Car Damage label) and Instant segmentation

  10. I

    Intelligent Medical Insurance Expense Control System Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 23, 2025
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    Data Insights Market (2025). Intelligent Medical Insurance Expense Control System Report [Dataset]. https://www.datainsightsmarket.com/reports/intelligent-medical-insurance-expense-control-system-501608
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    pdf, ppt, docAvailable download formats
    Dataset updated
    May 23, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Intelligent Medical Insurance Expense Control System market is experiencing robust growth, driven by the escalating healthcare costs globally and the increasing need for efficient healthcare resource allocation. The market's expansion is fueled by several key factors: the widespread adoption of electronic health records (EHRs), the increasing prevalence of chronic diseases requiring ongoing and expensive treatments, and government initiatives aimed at controlling healthcare expenditures. Technological advancements, such as the integration of AI and machine learning into these systems, are further enhancing their capabilities, enabling more precise cost prediction, fraud detection, and personalized treatment planning. This leads to improved operational efficiency for insurance providers and better outcomes for patients. We estimate the market size in 2025 to be around $2.5 billion, based on a logical extrapolation of industry growth trends and considering the increasing adoption of similar technologies across various sectors. A conservative Compound Annual Growth Rate (CAGR) of 15% is projected for the forecast period (2025-2033), suggesting a significant market expansion in the coming years. The major players in this market—including Beijing Huimeiyun Technology Co., Ltd., Chengdu Chengdian Yixing Digital Health Software Co., Ltd., and others—are investing heavily in research and development to enhance the functionalities of their systems. Competition is expected to intensify as more companies enter this lucrative market segment. However, challenges remain, including data privacy concerns, the need for seamless interoperability between different healthcare systems, and the ongoing need for robust cybersecurity measures. Overcoming these challenges will be crucial for sustained market growth and widespread adoption of Intelligent Medical Insurance Expense Control Systems. The regional distribution of the market will likely see significant growth in Asia-Pacific, driven by rising healthcare spending and government support for digital health initiatives in several emerging economies.

  11. EMV Point Of Sale (POS) Terminals Market Analysis APAC, North America,...

    • technavio.com
    Updated Nov 14, 2023
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    Technavio (2023). EMV Point Of Sale (POS) Terminals Market Analysis APAC, North America, Europe, South America, Middle East and Africa - US, Canada, China, India, UK - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/emv-pos-terminals-market-industry-analysis
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    Dataset updated
    Nov 14, 2023
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    India, United States, Canada, United Kingdom, Global
    Description

    Snapshot img

    EMV POS Terminals Market Size 2024-2028

    The emv pos terminals market size is forecast to increase by USD 6.41 billion at a CAGR of 10.22% between 2023 and 2028.

    The market is experiencing significant growth due to several key trends. The increasing volume of e-commerce transactions is driving the demand for mobile point-of-sale (mPOS) terminals, which offer convenience and flexibility for merchants and consumers alike. Another trend is the use of magnetic secure transmission (MST) technology by mobile phone Original Equipment Manufacturers (OEMs), enabling contactless payments using smartphones. Additionally, the growing number of online transactions necessitates the adoption of secure and reliable POS terminals to ensure data security and prevent fraud. These factors are expected to boost market growth In the coming years.
    

    What will be the Size of the EMV POS Terminals Market During the Forecast Period?

    Request Free Sample

    The market encompasses technology that facilitates secure financial transactions using chip cards. Europay, Mastercard, and Visa, leading digital payment brands, have spearheaded the adoption of EMV technology to enhance security and reduce fraud. Chip cards, embedded with microchips and PIN pads, offer enhanced transaction authentication and liability shift from merchants to issuers in case of fraud. Fraudsters continue to target sensitive card data, necessitating the need for robust security measures. EMV Pos Terminals provide a significant defense against clone cards and transaction code manipulation. The retail sector, healthcare, entertainment, transportation, and other industries have embraced EMV technology to safeguard customer data and mitigate fraud risks.
    The market's growth is driven by the increasing prevalence of smart chip cards and the shift towards contactless NFC technology. Smart Pos Terminals, equipped with advanced cybersecurity features, cater to the evolving needs of businesses. Despite these advancements, the market faces cybersecurity risks, necessitating continuous innovation and improvement. Overall, the market is poised for growth, driven by the need for secure and convenient payment solutions.
    

    How is this EMV POS Terminals Industry segmented and which is the largest segment?

    The emv pos terminals industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

    End-user
    
      Retail
      Hospitality
    
    
    Product
    
      Conventional EMV POS terminals
      Mobile card readers
    
    
    Geography
    
      APAC
    
        China
        India
    
    
      North America
    
        Canada
        US
    
    
      Europe
    
        UK
    
    
      South America
    
    
    
      Middle East and Africa
    

    By End-user Insights

    The retail segment is estimated to witness significant growth during the forecast period. The retail industry, comprising hypermarkets, supermarkets, drug stores, gas stations, specialty stores, and mass merchandise outlets, has experienced substantial growth due to foreign investments, increasing competition, and expanding global economies. This evolution has led to the widespread adoption of secure payment technologies, specifically EMV standards, for POS terminals. Consumers seek faster and more convenient checkout experiences, driving merchants to implement contactless EMV POS terminals. NFC technology enables contactless transactions for both mobile and fixed EMV POS terminals, significantly reducing checkout times. Keywords: retail sector, EMV POS terminals, contactless payments, NFC technology, secure payment methods, checkout time, merchants.

    Get a glance at the market report of various segments Request Free Sample

    The Retail segment was valued at USD 4.7 billion in 2018 and showed a gradual increase during the forecast period.

    Regional Analysis

    APAC is estimated to contribute 55% to the growth of the global market during the forecast period. Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

    For more insights on the market size of various regions, Request Free Sample

    The Asia-Pacific (APAC) market holds significant potential for EMV POS terminals due to the region's expanding retail sector and increasing focus on secure and efficient transaction processing. Key contributors to market growth include China and India, where the demand for EMV technology is high due to the large number of retail outlets and the importance of information management for merchants. Additionally, the presence of a vast number of unorganized retailers in APAC presents an opportunity for market expansion and increased adoption of EMV POS terminals. The hospitality, retail, healthcare, and transportation industries are major sectors driving the demand for EMV POS terminals in APAC.

    These terminals offe

  12. E-Commerce Retail Market Analysis, Size, and Forecast 2025-2029: North...

    • technavio.com
    Updated Jun 19, 2025
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    Technavio (2025). E-Commerce Retail Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Italy, and UK), APAC (China, India, Japan, and South Korea), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/e-commerce-retail-market-industry-analysis
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    Dataset updated
    Jun 19, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global, United States
    Description

    Snapshot img

    E-Commerce Retail Market Size 2025-2029

    The e-commerce retail market size is forecast to increase by USD 4,833.5 billion at a CAGR of 12% between 2024 and 2029.

    The market is experiencing significant growth, driven by the advent of personalized shopping experiences. Consumers increasingly expect tailored recommendations and seamless interactions, leading retailers to integrate advanced technologies such as Artificial Intelligence (AI) to enhance the shopping journey. However, this market is not without challenges. Strict regulatory policies related to compliance and customer protection pose obstacles for retailers, requiring continuous investment in technology and resources to ensure adherence.
    Retailers must navigate these challenges to effectively capitalize on the market's potential and deliver value to customers. By focusing on personalization and regulatory compliance, e-commerce retailers can differentiate themselves, build customer loyalty, and ultimately thrive in this dynamic market. Balancing the need for innovation with regulatory requirements is a delicate task, necessitating strategic planning and operational agility. Fraud prevention and customer retention are crucial aspects of e-commerce, with payment gateways ensuring secure transactions.
    

    What will be the Size of the E-Commerce Retail Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    In the dynamic market, shopping carts and checkout processes streamline transactions, while sales forecasting and marketing automation help businesses anticipate consumer demand and optimize promotions. SMS marketing and targeted advertising reach customers effectively, driving sales growth. Warranty claims and customer support chatbots ensure post-purchase satisfaction, bolstering customer loyalty. Retail technology advances, including sustainable packaging, green logistics, and mobile optimization, cater to environmentally-conscious consumers. Legal compliance, data encryption, and fraud detection safeguard businesses and consumer trust. Product reviews, search functionality, and personalized recommendations enhance the shopping experience, fostering customer engagement.
    Dynamic pricing and delivery networks adapt to market fluctuations and consumer preferences, respectively. E-commerce software integrates various functionalities, from circular economy initiatives and website accessibility to email automation and real-time order tracking. Overall, the e-commerce landscape continues to evolve, with businesses adopting innovative strategies to meet the needs of diverse customer segments and stay competitive.
    

    How is this E-Commerce Retail Industry segmented?

    The e-commerce retail 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
    
      Apparel and accessories
      Groceries
      Footwear
      Personal and beauty care
      Others
    
    
    Modality
    
      Business to business (B2B)
      Business to consumer (B2C)
      Consumer to consumer (C2C)
    
    
    Device
    
      Mobile
      Desktop
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        Italy
        UK
    
    
      APAC
    
        China
        India
        Japan
        South Korea
    
    
      Rest of World (ROW)
    

    By Product Insights

    The apparel and accessories segment is estimated to witness significant growth during the forecast period. The market for apparel and accessories is experiencing significant growth, fueled by several key trends. Increasing consumer affluence and a shift toward premiumization are driving this expansion, with the organized retail sector seeing particular growth. Influenced by social media trends, the Gen Z demographic is a major contributor to this rise in online shopping. This demographic is known for their preference for the latest fashion trends and their willingness to invest in premium products, making them a valuable market segment. Machine learning and artificial intelligence are increasingly being used for returns management and personalized recommendations, enhancing the customer experience.

    Ethical sourcing and supply chain optimization are also essential, as consumers demand transparency and sustainability. Cybersecurity threats continue to pose challenges, requiring robust strategies and technologies. B2C and C2C e-commerce are thriving, with influencer marketing and e-commerce analytics playing significant roles. Customer reviews are essential for building trust and brand loyalty, while reputation management and affiliate marketing help expand reach. Sustainable e-commerce and b2b e-commerce are also gaining traction, with third-party logistics and social commerce offering new opportunitie

  13. Digital Insurance Market Analysis North America, Europe, APAC, South...

    • technavio.com
    Updated Sep 26, 2024
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    Technavio (2024). Digital Insurance Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, China, Germany, UK, Canada, India, France, Brazil, Japan, Mexico - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/digital-insurance-market-industry-analysis
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    Dataset updated
    Sep 26, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Canada, United Kingdom, Germany, Mexico, Brazil, United States, Global
    Description

    Snapshot img

    Digital Insurance Market Size 2024-2028

    The digital insurance market size is forecast to increase by USD 67.23 billion, at a CAGR of 12.8% between 2023 and 2028.

    The market is experiencing significant growth, driven by the increasing number of insurance policies being sold digitally. This trend is fueled by the emergence and advancement of Low Code/No Code (LCNC) development in the digital insurance sector. LCNC technologies enable insurers to create and customize digital insurance products quickly and efficiently, meeting the evolving needs of consumers. However, this market also faces challenges, primarily regulatory compliance. As digital insurance offerings expand, insurers must navigate complex regulatory landscapes to ensure they are meeting all necessary requirements.
    Compliance with data privacy and security regulations, for instance, is crucial in the digital insurance sector. Companies that effectively address these challenges and leverage LCNC technologies to streamline their digital offerings will be well-positioned to capitalize on the market's growth potential.
    

    What will be the Size of the Digital Insurance Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2018-2022 and forecasts 2024-2028 - in the full report.
    Request Free Sample

    The market continues to evolve, with dynamic market activities unfolding across various sectors. Regulatory reporting, mobile apps, and customer churn are integral components shaping this industry's landscape. KYC/AML compliance, Payment Gateways, and Big Data are essential tools for insurers, enabling efficient policy administration and fraud detection. Cloud computing and data analytics facilitate real-time risk assessment and actuarial modeling, while IoT sensors and claims frequency data inform machine learning algorithms. Insurance broking, PPC marketing, and API integrations streamline the policy lifecycle management process. Catastrophe modeling and predictive modeling help insurers assess risk and manage claims processing more effectively.

    Compliance regulations, such as GDPR, digital identity verification, and data privacy, ensure secure customer interactions. Insurtech solutions, including AI-powered chatbots, on-demand insurance, and policy renewals, enhance the customer experience. Usage-based insurance, embedded insurance, and investment strategies leverage data to offer personalized insurance products. Risk transfer, claims severity, and combined ratio are essential metrics for insurers, with solvency ratio and claims management systems ensuring financial stability. Wearable technology and open banking further expand the potential for innovation in the market.

    How is this Digital Insurance Industry segmented?

    The digital insurance industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

    Distribution Channel
    
      Direct sales
      Brokers/agents
      Affiliated partners
    
    
    End-user
    
      Individuals
      Businesses
    
    
    Geography
    
      North America
    
        US
    
    
      Europe
    
        Germany
        UK
    
    
      APAC
    
        China
    
    
      Rest of World (ROW)
    

    By Distribution Channel Insights

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

    The market is experiencing a significant shift towards direct-to-consumer (DTC) models, eliminating the need for intermediaries such as brokers and agents. This model enables insurers to sell policies directly to consumers through digital platforms, fostering seamless interactions. The DTC approach offers numerous advantages, including cost efficiency. By removing intermediaries, insurers save on commission fees. Additionally, biometric authentication enhances security, while customer segmentation and predictive modeling provide personalized insurance solutions. Blockchain technology streamlines reinsurance treaties and policy administration systems, improving transparency and efficiency. Fraud detection and claims processing are optimized through ai-powered chatbots and claims management systems. On-demand insurance and usage-based models cater to evolving consumer needs.

    Insurtech solutions, including api integrations, data analytics, and open banking, facilitate innovation and competition. Regulatory reporting, gdpr compliance, and kyc/aml compliance ensure data privacy and security. The market's evolution is further driven by digital identity verification, wearable technology, and investment strategies. Overall, the DTC model transforms the insurance industry, offering a more efficient, cost-effective, and personalized experience for consumers.

    Request Free Sample

    The Direct sales segment was valued at USD 20.23 billion in 2018 and showed a gradual increase during the foreca

  14. D

    Detective Service Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Detective Service Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-detective-service-market
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Detective Service Market Outlook



    The global detective service market size was valued at approximately USD 23.4 billion in 2023 and is expected to reach around USD 39.1 billion by 2032, growing at a compound annual growth rate (CAGR) of 5.9% over the forecast period. The demand for detective services is primarily driven by the increasing need for investigative support in corporate fraud, legal investigations, and personal matters such as infidelity and missing persons. The growth of urbanization and rising incidences of complex financial frauds are also fostering the expansion of this market.



    One of the primary growth factors for the detective service market is the increasing prevalence of corporate fraud and white-collar crimes. Companies across the globe are increasingly investing in investigative services to protect their assets, reputation, and ensure compliance with regulatory standards. The rise in fraudulent activities, including embezzlement, financial statement fraud, and identity theft, is prompting corporates to seek professional detective services to conduct thorough investigations and gather critical evidence. Moreover, legal professionals are also significantly contributing to market growth, engaging detective services to support litigation with strong investigative findings.



    Another notable growth factor is the rising awareness and need for personal security and safety. As individuals become more conscious about their personal and familial security, the demand for private investigation services is on the rise. Services such as background checks, infidelity investigations, and locating missing persons are increasingly being sought by individuals to ensure peace of mind and personal safety. Additionally, the proliferation of digital platforms has led to cybercrimes and online fraud, further boosting the demand for detective services specializing in cyber investigations and digital forensics.



    Technological advancements are also playing a crucial role in the growth of the detective service market. The integration of advanced technologies such as artificial intelligence, machine learning, and data analytics in investigative processes has enhanced the efficiency and effectiveness of detective services. These technologies facilitate the analysis of large volumes of data, identification of patterns, and prediction of future fraudulent activities, thereby aiding detectives in solving cases more swiftly and accurately. Additionally, the use of surveillance technologies and forensic tools has further augmented the capabilities of detective agencies.



    Due Diligence Services have become an integral part of the corporate investigation landscape, especially as businesses strive to mitigate risks and make informed decisions. These services involve a comprehensive assessment of a company's financial, legal, and operational aspects before significant transactions such as mergers and acquisitions. By conducting thorough due diligence, companies can identify potential liabilities, verify business credentials, and ensure compliance with regulatory standards. This proactive approach not only safeguards corporate interests but also enhances transparency and trust among stakeholders. As the business environment becomes increasingly complex, the demand for meticulous due diligence services is anticipated to rise, further driving the growth of the detective service market.



    Regionally, North America holds a significant share of the detective service market due to the high incidence of white-collar crimes and the presence of numerous multinational corporations requiring investigative services. The region is characterized by stringent regulatory frameworks necessitating compliance, thereby driving the demand for professional detective services. On the other hand, the Asia Pacific region is anticipated to witness substantial growth during the forecast period, propelled by rapid urbanization, economic development, and rising awareness about personal security and fraud prevention in countries such as China and India.



    Service Type Analysis



    The detective service market can be segmented by service type into Corporate Investigation, Personal Investigation, Legal Investigation, Financial Fraud Investigation, and Others. Each of these segments caters to different needs and requirements, thereby addressing a diverse range of clientele. Corporate Investigation services are highly sought after by businesses to safeguard their interests against internal and ext

  15. Aviation Fuel Market Analysis, Size, and Forecast 2024-2028: North America...

    • technavio.com
    Updated May 15, 2024
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    Technavio (2024). Aviation Fuel Market Analysis, Size, and Forecast 2024-2028: North America (US and Canada), Europe (France, Germany, Italy, and UK), Middle East and Africa (Egypt, KSA, Oman, and UAE), APAC (China, India, and Japan), South America (Argentina and Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/aviation-fuel-market-industry-analysis
    Explore at:
    Dataset updated
    May 15, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global
    Description

    Snapshot img

    Aviation Fuel Market Size 2024-2028

    The aviation fuel market size is forecast to increase by USD 109 billion, at a CAGR of 8.55% between 2023 and 2028. The market is witnessing significant shifts, driven primarily by the increasing emphasis on cleaner fuel alternatives.

    Major Market Trends & Insights

    APAC dominated the market and accounted for a 42% share in 2022.
    The market is expected to grow significantly in North America region as well over the forecast period.
    Based on the END-USER, the commercial segment led the market and was valued at USD 111.20 billion of the global revenue in 2022.
    Based on the PRODUCT, the ATF segment accounted for the largest market revenue share in 2022.
    

    Market Size & Forecast

    2024 Market Size: USD 231.30 Billion
    Future Opportunities: USD 109 Billion
    CAGR (2023-2028): 8.55%
    APAC: Largest market in 2022
    

    The market is characterized by its continuous and evolving nature, with various sectors incorporating fuel technologies to enhance performance, sustainability, and safety. Fuel dynamics encompass a multitude of aspects, including flash point, sustainability initiatives, fuel transportation, safety protocols, fuel gauging, security measures, testing procedures, fuel fraud, distribution networks, air quality, ozone depletion, demand forecasting, aromatic content, environmental impact, and jet fuel. Flash point and sustainability initiatives are crucial considerations in the aviation fuel industry. Sustainability initiatives, such as the use of biofuels derived from biomass or the Fischer-tropsch process, aim to reduce greenhouse gas emissions and minimize the carbon footprint.

    What will be the Size of the Aviation Fuel Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2018-2022 and forecasts 2024-2028 - in the full report.
    Request Free Sample

    Fuel transportation involves ensuring safety protocols, risk management, and fuel gauging to maintain optimal fuel quality and prevent fuel theft. Safety measures and testing procedures are essential to ensure fuel quality and prevent fuel adulteration, counterfeit fuel, and fuel fraud. Air quality and ozone depletion are significant concerns, leading to stringent emission standards and the development of fuel additives and certification standards. Demand forecasting and energy density are critical factors in managing fuel consumption and optimizing fuel efficiency. Jet fuel and aviation gasoline undergo rigorous testing to maintain combustion efficiency, engine performance, and meet ICAO standards.

    Fuel management systems and refining processes, such as coal-to-liquids (CTL) and Gas-to-Liquids (GTL), play a crucial role in optimizing fuel production and reducing sulfur content. Price volatility and maintenance costs are ongoing challenges, with fuel hedging and certification standards offering potential solutions. The market's complexities necessitate a comprehensive understanding of various factors, including geopolitical factors, fuel theft, and supply chain management. The ongoing unfolding of market activities and evolving patterns underscores the importance of staying informed and adaptable to the ever-changing dynamics of the aviation fuel industry.

    This trend is in response to growing environmental concerns and regulatory pressures, with companies exploring sustainable aviation fuel (SAF) options to reduce carbon emissions. Simultaneously, technological advancements are introducing new aviation fuel solutions, such as biojet fuel and synthetic fuels, which offer improved efficiency and reduced greenhouse gas emissions. However, market dynamics remain complex, with fluctuations in oil and gas prices posing a considerable challenge. These price volatilities can impact the cost-effectiveness of various fuel options and, in turn, the profitability of aviation fuel producers and airlines.

    As such, companies must carefully navigate this landscape, balancing the need for sustainable fuel solutions with the economic realities of the market. To capitalize on opportunities and mitigate risks, strategic planning and operational agility are essential. A focus on research and development, partnerships, and collaborations can help companies stay competitive and adapt to the evolving market conditions.

    How is this Aviation Fuel Industry segmented?

    The aviation fuel industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

    End-user
    
      Commercial
      Military
      Private
    
    
    Product
    
      ATF
      Aviation biofuel
    
    
    Fuel Type
    
      Jet Fuel (Jet A, Jet A-1, Jet B)
      Aviation Gasoline (Avgas)
    
    
    Platform
    
      Fixed-Wing
      Rotorcraft
    
    
    End-use
    
      Commercial Airlines
      Cargo Airlines
      Business & General Aviation
      Military
    
    
    G
    
  16. Not seeing a result you expected?
    Learn how you can add new datasets to our index.

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lpls Demon (2023). China Recruitment Fraud Dataset [Dataset]. https://www.kaggle.com/datasets/lplsdemon/china-recruitment-fraud-dataset/discussion?sort=undefined
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China Recruitment Fraud Dataset

Dataset collected a total of 200,000 pieces of data from three web

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CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
Dataset updated
Aug 28, 2023
Dataset provided by
Kagglehttp://kaggle.com/
Authors
lpls Demon
License

Open Database License (ODbL) v1.0https://www.opendatacommons.org/licenses/odbl/1.0/
License information was derived automatically

Area covered
China
Description

The dataset collected a total of 200,000 pieces of data from three Chinese Internet recruitment websites, 51job, Boss Zhipin and Liepin. The dataset uses a simple set of statistical rules to assign a fraud probability to each data piece, with a total of nine categories ranging from 0% to 80%. Note that the data set is heavily unbalanced because it is real data.

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