100+ datasets found
  1. h

    Data from: open-identities

    • huggingface.co
    Updated Jun 21, 2024
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    ARCHIVED ACCOUNT (2024). open-identities [Dataset]. https://huggingface.co/datasets/jbilcke-hf/open-identities
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jun 21, 2024
    Authors
    ARCHIVED ACCOUNT
    License

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

    Description

    A dataset of creative common identities (faces, voices, driving videos) you can use as actors in your Clapper project. There are only a couple for now, but the goal is to reach at least 100-200 unique voices to be confortable with AI movie projects, so contributions are extremely welcome.

  2. d

    1datapipe | Identity Data | 16 Emerging Markets | 1201M Dataset | Verified...

    • datarade.ai
    .csv
    + more versions
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    1datapipe, 1datapipe | Identity Data | 16 Emerging Markets | 1201M Dataset | Verified Profiles [Dataset]. https://datarade.ai/data-products/identity-data-15-emerging-markets-1094m-dataset-verifie-1datapipe
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    .csvAvailable download formats
    Dataset authored and provided by
    1datapipe
    Area covered
    Vietnam, Mexico, Indonesia, Morocco, Malaysia, Saudi Arabia, Thailand, South Africa, United Arab Emirates, Qatar
    Description

    Living Identity™ is 1datapipe’s flagship dataset—an exclusive, high-integrity identity graph that provides 1.35B+ real-world verified profiles across 18 of the world’s most dynamic and data-scarce emerging markets. With 90–95% adult population coverage per country, it is the deepest identity dataset available outside traditional credit bureaus, and it is fully compliant, privacy-first, and legally licensed for enterprise use. Each identity is tied to core national attributes—government-issued ID numbers, full names, addresses, phone numbers, emails, and date of birth—and cross-verified against telecom, financial, and commercial records. With continuous updates and strict normalization processes, Living Identity delivers AI-ready, structured data that powers decisioning where traditional data falls short. This dataset helps organizations confidently verify, onboard, and model users across regions where fraud risk is high and legacy data is fragmented or unavailable. It offers a single source of truth for resolving identities at scale—unlocking new revenue, reducing regulatory exposure, and enabling inclusive growth. DESIGNED FOR: Banks, Fintechs & Credit Bureaus: Enable real-time onboarding, digital KYC, thin-file scoring, and cross-border credit modeling with verified identity data in hard-to-penetrate markets. Fraud & Identity Verification Platforms: Detect synthetic identities, verify identity claims, and prevent account takeovers with population-scale data tied to official and telecom-based sources. Risk & Compliance Teams: Automate regulatory KYC/AML compliance across jurisdictions with datasets built to align with LGPD, PDPA, GDPR, and country-specific standards. AI & Machine Learning Labs: Train fraud, credit, and segmentation models using ground-truth data with verified input variables—improving performance, reducing bias, and boosting explainability. Digital Ecosystems & Superapps: Power seamless identity resolution for users across banking, e-commerce, remittances, and payments—enabling inclusive onboarding at scale in low-data environments.

    OPTIMIZED FOR:

    • Real-time digital onboarding with verified, high-coverage identity data

    • KYC/AML automation aligned with LGPD, PDPA, GDPR, and regional frameworks

    • Cross-border credit risk modeling and thin-file scoring in underserved markets

    • Synthetic fraud detection and account takeover prevention using telecom-verified identity resolution

    • AI training datasets for segmentation, risk scoring, and fraud analytics

    • Inclusive identity verification for superapps, payments, and remittance ecosystems Living Identity™ transforms identity from a barrier into an enabler—delivering trust, precision, and regulatory-grade intelligence to the organizations shaping the future of digital economies.

  3. Global Citizen Digital Identity Market Size By Solution, By Component, By...

    • verifiedmarketresearch.com
    Updated Aug 26, 2024
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    VERIFIED MARKET RESEARCH (2024). Global Citizen Digital Identity Market Size By Solution, By Component, By Application, By Geographic Scope And Forecast [Dataset]. https://www.verifiedmarketresearch.com/product/citizen-digital-identity-market/
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    Dataset updated
    Aug 26, 2024
    Dataset provided by
    Verified Market Researchhttps://www.verifiedmarketresearch.com/
    Authors
    VERIFIED MARKET RESEARCH
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2024 - 2031
    Area covered
    Global
    Description

    Citizen Digital Identity Market size was valued at USD 34.1 Million in 2023 and is projected to reach USD 46.2 Million by 2031, growing at a CAGR of 7.6% during the forecast period 2024-2031.

    Global Citizen Digital Identity Market Drivers

    The market drivers for the Citizen Digital Identity Market can be influenced by various factors. These may include:

    Government Initiatives and Regulations: To boost security, expedite administrative procedures, and improve public services, governments all over the world are putting digital identification systems into place. Laws that require digital identity solutions or provide incentives for their use can be important drivers of industry expansion.

    Growing Reliance on Digital Platforms for Services: The demand for safe and effective digital identification systems is driven by the increasing use of digital platforms for banking, healthcare, and e-government services. Robust digital identity solutions are becoming more and more necessary as more services are moving online.

    Global Citizen Digital Identity Market Restraints

    Several factors can act as restraints or challenges for the Citizen Digital Identity Market. These may include:

    Privacy Concerns: The worry about individual privacy and data security is one of the main obstacles. Because of the possibility of data breaches, identity theft, and improper use of data, users are frequently hesitant to provide their personal information online. The adoption of digital identity solutions may be hampered by this anxiety.

    Regulatory and Compliance Issues: Digital identity management is subject to differing rules in different nations. Companies that operate in many regions may find it difficult to comply with various and changing regulatory systems. It takes a lot of work and resources to make sure that data protection rules, such the CCPA in California and the GDPR in Europe, are followed.

  4. Identity And Access Management Market Analysis, Size, and Forecast...

    • technavio.com
    pdf
    Updated Jul 22, 2025
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    Technavio (2025). Identity And Access Management 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/identity-and-access-management-market-industry-analysis
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    pdfAvailable download formats
    Dataset updated
    Jul 22, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Area covered
    Germany, Canada, United States
    Description

    Snapshot img

    Identity And Access Management Market Size 2025-2029

    The identity and access management market size is forecast to increase by USD 36.71 billion, at a CAGR of 18.3% between 2024 and 2029.

    The Identity and Access Management (IAM) market is experiencing significant growth due to the increasing number of data breaches and cyber threats worldwide. With the proliferation of Bring Your Own Device (BYOD) policies in organizations, managing secure access to multiple devices and applications has become a major challenge. These trends present both opportunities and challenges for market participants. On the one hand, the growing demand for robust IAM solutions offers ample opportunities for companies to capitalize on the market's potential.
    On the other hand, the increasing competition and evolving threat landscape necessitate a strong focus on innovation, flexibility, and adaptability to meet the unique needs of diverse organizations and industries. Effective implementation of IAM strategies will be crucial for businesses seeking to mitigate risks, enhance security, and maintain regulatory compliance. Additionally, the availability of open-source IAM solutions is intensifying market competition and putting pressure on traditional IAM companies to innovate and differentiate. Customer identity and access management have become crucial for businesses to ensure secure access to their digital assets. 
    

    What will be the Size of the Identity And Access Management 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 increasing complexity of digital environments and the need for robust security solutions. Context-aware access control and adaptive authentication are becoming essential components of zero trust security strategies, enabling organizations to grant access based on user behavior and context. According to recent industry reports, the market is expected to grow by over 15% annually. For instance, a leading financial institution implemented a multi-factor authentication (MFA) system, resulting in a 70% reduction in account takeover attempts. Password management and access request management are also critical components, ensuring secure and efficient access to systems and applications.

    Compliance auditing and user provisioning help organizations maintain regulatory compliance and streamline onboarding processes. Authorization mechanisms, data encryption, and access control policies form the foundation of secure identity and access management. Identity proofing and least privilege access ensure that only authorized users have access to sensitive information. Continuous authentication and risk scoring provide real-time monitoring and adaptive security measures. Federated identity management and identity federation enable seamless access across multiple systems and domains. Directory services, risk-based authentication, and behavioral biometrics further enhance security and convenience. Authentication protocols and anomaly detection provide an additional layer of protection against unauthorized access and insider threats.

    User de-provisioning and access control policies ensure that access is revoked when no longer needed, reducing the risk of data breaches and unauthorized access. Overall, the identity and access management landscape is dynamic and constantly evolving, with new technologies and best practices emerging to meet the evolving needs of organizations and users.

    How is this Identity And Access Management Industry segmented?

    The identity and access management 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.

    End-user
    
      Large enterprises
      Government organizations
      SMEs
    
    
    Deployment
    
      On-premises
      Cloud-based
    
    
    Component
    
      Solutions
      Services
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        Italy
        UK
    
    
      APAC
    
        China
        India
        Japan
        South Korea
    
    
      Rest of World (ROW)
    

    By End-user Insights

    The Large enterprises segment is estimated to witness significant growth during the forecast period. The Identity and Access Management (IAM) market is witnessing significant growth due to its ability to enhance enterprise security, streamline processes, and improve user experience. Context-aware access control and adaptive authentication enable secure access based on user behavior and risk levels. Zero trust security and federated identity management ensure secure access to both internal and external systems. Compliance auditing and single sign-on (SSO) streamline user authentication and password management. Data encryp

  5. G

    Identity as a Service Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Aug 23, 2025
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    Growth Market Reports (2025). Identity as a Service Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/identity-as-a-service-market
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Aug 23, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Identity as a Service (IDaaS) Market Outlook



    According to our latest research, the global Identity as a Service (IDaaS) market size in 2024 stands at USD 8.1 billion, with a robust compound annual growth rate (CAGR) of 20.7% projected through the forecast period. By 2033, the market is expected to reach USD 53.1 billion, driven by the increasing demand for secure, scalable, and cloud-based identity management solutions. This remarkable growth is primarily attributed to the rising frequency of cyber threats, stringent regulatory compliance requirements, and the accelerating adoption of digital transformation initiatives across various industries.



    One of the primary growth factors propelling the IDaaS market is the exponential increase in cyberattacks and data breaches globally. As organizations continue to migrate critical operations to the cloud and support remote workforces, the need for robust identity and access management (IAM) solutions has become paramount. Enterprises are recognizing that traditional perimeter-based security models are insufficient in the current threat landscape, leading to an upsurge in the adoption of IDaaS platforms that offer advanced authentication, single sign-on (SSO), and continuous monitoring capabilities. Furthermore, the growing sophistication of cybercriminals and the proliferation of phishing, credential stuffing, and ransomware attacks are compelling organizations to invest in next-generation identity security solutions to safeguard sensitive data and maintain business continuity.



    Another significant driver of the IDaaS market is the evolving regulatory landscape and the increasing emphasis on compliance. Governments and regulatory bodies worldwide are introducing stringent data protection and privacy regulations, such as the General Data Protection Regulation (GDPR) in Europe, the California Consumer Privacy Act (CCPA) in the United States, and similar frameworks in Asia Pacific and other regions. These regulations mandate organizations to implement strong identity management controls, conduct regular audits, and ensure secure access to sensitive information. As a result, enterprises across sectors such as BFSI, healthcare, and government are turning to IDaaS providers to help them meet these compliance requirements efficiently while minimizing operational overhead and risk exposure.



    The rapid pace of digital transformation and the widespread adoption of cloud computing are also catalyzing the growth of the IDaaS market. As businesses increasingly rely on cloud-based applications, SaaS platforms, and hybrid IT environments, the complexity of managing user identities and controlling access to diverse resources has escalated. IDaaS solutions offer centralized, scalable, and automated identity management capabilities that streamline user provisioning, enhance user experience through seamless single sign-on, and support dynamic access controls. Additionally, the integration of artificial intelligence (AI) and machine learning (ML) technologies into IDaaS platforms is enabling real-time threat detection, adaptive authentication, and intelligent policy enforcement, further enhancing the value proposition for organizations seeking to future-proof their security infrastructure.



    From a regional perspective, North America continues to dominate the global IDaaS market, accounting for the largest share in 2024. This leadership position is underpinned by the presence of major technology players, high cloud adoption rates, and a mature cybersecurity ecosystem. However, Asia Pacific is emerging as the fastest-growing region, fueled by rapid digitalization, increasing investments in cloud infrastructure, and a heightened focus on regulatory compliance. Europe also maintains a significant market share, driven by stringent data protection laws and the growing need for secure digital identities in both the public and private sectors. Latin America and the Middle East & Africa are witnessing steady growth, supported by government-led digital initiatives and the rising awareness of identity security challenges.



  6. S

    Self Sovereign Identity Report

    • marketresearchforecast.com
    doc, pdf, ppt
    Updated Oct 8, 2025
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    Market Research Forecast (2025). Self Sovereign Identity Report [Dataset]. https://www.marketresearchforecast.com/reports/self-sovereign-identity-538983
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    Oct 8, 2025
    Dataset authored and provided by
    Market Research Forecast
    License

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

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

    Explore the booming Self-Sovereign Identity (SSI) market with insights into its projected USD 14.9 billion valuation by 2033, driven by blockchain adoption, data privacy regulations, and digital transformation. Discover key drivers, restraints, and applications in BFSI, retail, and healthcare.

  7. G

    Identity Wallets Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Sep 1, 2025
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    Growth Market Reports (2025). Identity Wallets Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/identity-wallets-market
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    csv, pptx, pdfAvailable download formats
    Dataset updated
    Sep 1, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Identity Wallets Market Outlook



    According to our latest research, the Identity Wallets market size reached USD 2.18 billion in 2024, reflecting a robust expansion fueled by the rising demand for secure digital identity management solutions. The market is expected to grow at a CAGR of 27.6% from 2025 to 2033, reaching an estimated USD 22.06 billion by 2033. This remarkable growth trajectory is underpinned by increasing regulatory compliance requirements, heightened consumer awareness regarding privacy, and the proliferation of digital transformation initiatives across various sectors. The marketÂ’s rapid evolution is further supported by advancements in blockchain technology and the integration of artificial intelligence, which are enhancing the security and user experience of identity wallets.




    One of the primary growth factors driving the Identity Wallets market is the accelerating shift towards digital-first business models across industries such as banking, healthcare, and government. As organizations strive to deliver seamless, frictionless digital experiences, the need for secure, user-centric identity management has never been greater. Identity wallets, which allow users to store and manage their personal credentials securely, are increasingly being adopted to streamline onboarding, authentication, and authorization processes. The rise of remote work, digital banking, and telemedicine has further amplified the demand for robust digital identity solutions. In addition, the growing threat of identity theft and cyberattacks has compelled both enterprises and individuals to adopt advanced identity wallets to safeguard their sensitive information, thus propelling market growth.




    Regulatory compliance and data privacy mandates are also significant catalysts for the expansion of the Identity Wallets market. Governments worldwide are enacting stringent data protection laws, such as the General Data Protection Regulation (GDPR) in Europe and the California Consumer Privacy Act (CCPA) in the United States, which require organizations to implement secure and transparent identity management systems. Identity wallets, particularly those based on self-sovereign identity (SSI) principles, empower users with greater control over their personal data, aligning with the evolving regulatory landscape. Enterprises are investing in identity wallet solutions to mitigate compliance risks, reduce administrative overhead, and enhance customer trust, further accelerating market adoption.




    Technological advancements are playing a pivotal role in shaping the future of the Identity Wallets market. The integration of blockchain, decentralized identifiers (DIDs), and verifiable credentials is enabling the development of next-generation identity wallets that offer unparalleled security, interoperability, and user control. Artificial intelligence and machine learning algorithms are being leveraged to detect fraudulent activities and enhance the accuracy of identity verification processes. Additionally, the growing adoption of mobile devices and cloud computing is driving the demand for cloud-based and mobile-friendly identity wallet solutions. These technological innovations are not only expanding the addressable market but also opening new avenues for differentiation and value creation.




    From a regional perspective, North America currently dominates the Identity Wallets market, accounting for the largest share in 2024, followed closely by Europe and the Asia Pacific. The United States, in particular, is witnessing significant investments in digital identity infrastructure, driven by a robust fintech ecosystem and proactive regulatory initiatives. EuropeÂ’s leadership in privacy regulations and digital identity frameworks, such as eIDAS, is fostering widespread adoption of identity wallets across public and private sectors. Meanwhile, the Asia Pacific region is emerging as a high-growth market, propelled by rapid digitalization, government-led digital identity programs, and the expanding e-commerce landscape. Latin America and the Middle East & Africa are also witnessing steady growth, albeit at a slower pace, as awareness and infrastructure development continue to progress.



    As the demand for digital identity solutions continues to grow, Mobile ID Wallets for Drivers are emerging as a pivotal innovation in the identity wall

  8. I

    Identity Theft Protection & Credit Monitoring Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Oct 16, 2025
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    Data Insights Market (2025). Identity Theft Protection & Credit Monitoring Report [Dataset]. https://www.datainsightsmarket.com/reports/identity-theft-protection-credit-monitoring-1408123
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    Oct 16, 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

    Explore the booming Identity Theft Protection & Credit Monitoring market, driven by rising cyber threats and digital adoption. Discover market size, CAGR, key drivers, trends, restraints, and regional insights for 2025-2033.

  9. D

    Mobile Identity Verification Platform Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    Dataintelo (2025). Mobile Identity Verification Platform Market Research Report 2033 [Dataset]. https://dataintelo.com/report/mobile-identity-verification-platform-market
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Sep 30, 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

    Mobile Identity Verification Platform Market Outlook



    According to our latest research, the global mobile identity verification platform market size reached USD 7.4 billion in 2024 and is expected to grow at a robust CAGR of 16.8% during the forecast period, reaching approximately USD 30.8 billion by 2033. The market’s growth is primarily driven by the surging demand for secure, seamless digital onboarding and authentication processes across diverse industries, fueled by the proliferation of mobile devices and escalating cyber threats.




    A significant growth factor for the mobile identity verification platform market is the rapid digital transformation observed across sectors such as BFSI, healthcare, retail, and government. Organizations are increasingly shifting to digital channels for customer engagement, onboarding, and service delivery, necessitating robust identity verification mechanisms to prevent fraud and ensure compliance with stringent regulatory frameworks like KYC (Know Your Customer) and AML (Anti-Money Laundering). As mobile devices become the primary interface for consumers, the need for advanced, real-time identity verification solutions that can be seamlessly integrated into mobile applications has intensified. This trend is further amplified by the rise of remote work, online transactions, and digital banking, all of which require secure and user-friendly verification processes to build trust and mitigate risks.




    Another key driver propelling the mobile identity verification platform market is the technological advancements in biometrics, artificial intelligence (AI), and machine learning (ML). Modern verification platforms leverage sophisticated biometric modalities such as facial recognition, fingerprint scanning, and liveness detection, which offer higher accuracy and resistance to spoofing compared to traditional methods. AI-powered analytics enhance the ability to detect anomalies and fraudulent activities in real-time, while ML algorithms continuously improve verification accuracy by learning from vast datasets. These innovations not only strengthen security but also streamline the user experience, reducing friction during onboarding and authentication, which is critical for customer satisfaction and retention in competitive markets.




    The growing awareness of data privacy and the implementation of stringent data protection regulations globally are also influencing the adoption of mobile identity verification platforms. Enterprises are under increasing pressure to safeguard user data and ensure compliance with laws such as the General Data Protection Regulation (GDPR) in Europe, the California Consumer Privacy Act (CCPA) in the United States, and similar regulations in other regions. Mobile identity verification solutions that offer end-to-end encryption, secure data storage, and transparent consent mechanisms are gaining traction as organizations seek to balance regulatory compliance with operational efficiency. Furthermore, the increasing incidence of identity theft, account takeovers, and synthetic identity fraud is compelling businesses to invest in advanced verification technologies to protect both their customers and brand reputation.




    Regionally, North America continues to dominate the mobile identity verification platform market, accounting for the largest revenue share in 2024, followed by Europe and Asia Pacific. The presence of leading technology providers, high smartphone penetration, and the early adoption of digital identity solutions are key factors underpinning North America’s leadership. However, Asia Pacific is anticipated to witness the fastest growth during the forecast period, driven by rapid digitalization, expanding e-commerce, and government initiatives promoting digital identity frameworks. Emerging markets in Latin America and the Middle East & Africa are also experiencing increased adoption, albeit at a relatively slower pace, as organizations in these regions ramp up investments in secure, mobile-centric verification solutions to support financial inclusion and digital transformation agendas.



    Component Analysis



    The mobile identity verification platform market, when segmented by component, comprises software and services. The software segment dominates the market, accounting for the majority of the revenue share in 2024. This dominance is attributed to the increasing demand for advanced verification software that can be easily integrated into existing m

  10. D

    Identity Verification As A Service Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    Dataintelo (2025). Identity Verification As A Service Market Research Report 2033 [Dataset]. https://dataintelo.com/report/identity-verification-as-a-service-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Sep 30, 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

    Identity Verification as a Service Market Outlook



    According to our latest research, the global Identity Verification as a Service market size reached USD 9.2 billion in 2024. The market is demonstrating robust momentum, underpinned by a CAGR of 16.8% during the forecast period. By 2033, the market is projected to attain a value of USD 44.8 billion. This impressive growth trajectory is primarily driven by the escalating demand for secure digital identity solutions, stringent regulatory mandates, and the rapid proliferation of digital services across diverse industry verticals.




    The primary growth factor propelling the Identity Verification as a Service market is the increasing incidence of identity theft, cyberattacks, and digital fraud globally. As businesses and consumers migrate toward digital channels for transactions, onboarding, and service delivery, the necessity for robust, real-time identity verification solutions has become paramount. Regulatory frameworks such as KYC (Know Your Customer), AML (Anti-Money Laundering), and GDPR (General Data Protection Regulation) have further compelled organizations, particularly in sensitive sectors like BFSI and healthcare, to adopt advanced identity verification technologies. The continuous evolution of fraud tactics has necessitated the deployment of sophisticated verification mechanisms, including biometric and AI-powered solutions, to ensure the integrity of digital identities and foster trust among users.




    Another significant driver is the digital transformation initiatives being undertaken by enterprises of all sizes, from SMEs to large conglomerates. The accelerated adoption of remote onboarding, eKYC, and digital customer engagement models during and after the COVID-19 pandemic has highlighted the critical role of identity verification services in enabling seamless, secure, and compliant user experiences. The surge in online banking, insurance, e-commerce, and telehealth services has created a fertile ground for the integration of identity verification as a service, resulting in increased investments and innovation within the market. Furthermore, the advent of AI, machine learning, and blockchain technologies is enhancing the accuracy, scalability, and efficiency of identity verification platforms, making them more accessible and appealing to a broader range of industries.




    Additionally, the growing need for regulatory compliance and risk mitigation is shaping the identity verification landscape. Organizations are increasingly prioritizing the adoption of automated, cloud-based identity verification solutions to streamline onboarding processes, reduce operational costs, and minimize manual errors. The shift towards digital-first strategies, coupled with the need to address evolving privacy concerns and user expectations, is fostering the development of flexible, scalable, and user-centric identity verification as a service offerings. As governments and regulatory bodies continue to tighten compliance requirements and introduce new data protection laws, the demand for advanced identity verification services is expected to escalate further, driving sustained market expansion over the forecast period.




    From a regional perspective, North America currently leads the global Identity Verification as a Service market, accounting for the largest share in 2024. The region's dominance is attributed to the early adoption of digital technologies, the presence of leading solution providers, and stringent regulatory frameworks governing data security and privacy. Europe follows closely, driven by robust regulatory mandates and increasing cross-border digital transactions. The Asia Pacific region is emerging as the fastest-growing market, propelled by rapid digitalization, expanding internet penetration, and government-led initiatives to promote secure digital identities. Latin America and the Middle East & Africa are also witnessing increasing adoption, albeit at a relatively gradual pace, due to improving digital infrastructure and rising awareness of identity-related risks.



    Component Analysis



    The Identity Verification as a Service market by component is segmented into software and services. The software segment encompasses a diverse range of solutions, including document verification, facial recognition, liveness detection, and risk assessment tools. These software platforms are designed to automate and streamline the identity verification process, leveraging artificial intelligen

  11. U.S. most requested biometric data for identification 2024

    • statista.com
    Updated Jun 4, 2025
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    Statista (2025). U.S. most requested biometric data for identification 2024 [Dataset]. https://www.statista.com/statistics/1560277/us-biometric-data-requested-identity-proof/
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    Dataset updated
    Jun 4, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Aug 2024
    Area covered
    United States
    Description

    In a survey conducted in August 2024 among consumers in the United States, it was found that selfie photo was the most requested biometric data for identity proof. Around 34 percent of respondents said they have been asked to provide their selfie photo when trying to prove their identity. A further 26 percent said they were never asked for biometric information. Fingerprints were requested in 22 percent of cases, while 9 percent stated they were requested to go on a live video chat for identity proof.

  12. w

    Global Identity and Access Management Software and Service Market Research...

    • wiseguyreports.com
    Updated Oct 15, 2025
    + more versions
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    (2025). Global Identity and Access Management Software and Service Market Research Report: By Deployment Model (Cloud-Based, On-Premises, Hybrid), By Component (Software, Services, Managed Services), By Identity Type (Customer Identity Management, Employee Identity Management, Device Identity Management), By Application (Access Management, Identity Governance, Single Sign-On, Multi-Factor Authentication) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2035 [Dataset]. https://www.wiseguyreports.com/reports/identity-and-access-management-software-and-service-market
    Explore at:
    Dataset updated
    Oct 15, 2025
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Oct 25, 2025
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2023
    REGIONS COVEREDNorth America, Europe, APAC, South America, MEA
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 202415.3(USD Billion)
    MARKET SIZE 202516.5(USD Billion)
    MARKET SIZE 203535.0(USD Billion)
    SEGMENTS COVEREDDeployment Model, Component, Identity Type, Application, Regional
    COUNTRIES COVEREDUS, Canada, Germany, UK, France, Russia, Italy, Spain, Rest of Europe, China, India, Japan, South Korea, Malaysia, Thailand, Indonesia, Rest of APAC, Brazil, Mexico, Argentina, Rest of South America, GCC, South Africa, Rest of MEA
    KEY MARKET DYNAMICSgrowing cybersecurity concerns, increasing regulatory compliance, demand for cloud-based solutions, user-friendly access controls, integration with emerging technologies
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDOkta, SAP, Duo Security, Microsoft, VMware, Ping Identity, SailPoint, ForgeRock, IBM, IdentityNow, Oracle, CyberArk
    MARKET FORECAST PERIOD2025 - 2035
    KEY MARKET OPPORTUNITIESCloud-based IAM solutions growth, Increasing cybersecurity threats, Compliance with data regulations, AI-driven identity verification, Integration with IoT devices
    COMPOUND ANNUAL GROWTH RATE (CAGR) 7.8% (2025 - 2035)
  13. B

    Biometric Identity Solutions Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jun 27, 2025
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    Data Insights Market (2025). Biometric Identity Solutions Report [Dataset]. https://www.datainsightsmarket.com/reports/biometric-identity-solutions-1398315
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    pdf, ppt, docAvailable download formats
    Dataset updated
    Jun 27, 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

    Discover the booming biometric identity solutions market! This comprehensive analysis reveals a $15 billion (2025 est.) market projected to reach $46 billion by 2033, driven by rising security concerns and technological advancements. Explore market trends, key players (Crossmatch, Imageware Systems, Centrify, etc.), and regional growth insights.

  14. Z

    A data set for a review of Academic Writing Identity in Higher Education

    • data.niaid.nih.gov
    Updated Jan 2, 2024
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    arinal rahman, muhammad (2024). A data set for a review of Academic Writing Identity in Higher Education [Dataset]. https://data.niaid.nih.gov/resources?id=zenodo_10450541
    Explore at:
    Dataset updated
    Jan 2, 2024
    Dataset provided by
    University of Szeged
    Authors
    arinal rahman, muhammad
    License

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

    Description

    After reviewing the 95 articles in the systematic literature mapping, a deeper analysis was conducted for each of the 81 articles included in this review study. The collected and classified information was then interpreted. The database built is available in this file. This section shows the findings and validates the results by answering each research question determined in the first stage of this study.

  15. IdentityV basic data in csv version

    • kaggle.com
    zip
    Updated Mar 20, 2025
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    Jinhao Ma (2025). IdentityV basic data in csv version [Dataset]. https://www.kaggle.com/datasets/jinhaoma/identityv-basic-data-in-csv-version
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    zip(1040 bytes)Available download formats
    Dataset updated
    Mar 20, 2025
    Authors
    Jinhao Ma
    Description

    Dataset

    This dataset was created by Jinhao Ma

    Contents

  16. D

    Identity Threat Analytics Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    Dataintelo (2025). Identity Threat Analytics Market Research Report 2033 [Dataset]. https://dataintelo.com/report/identity-threat-analytics-market
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    csv, pdf, pptxAvailable download formats
    Dataset updated
    Sep 30, 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

    Identity Threat Analytics Market Outlook




    According to our latest research, the global identity threat analytics market size reached USD 5.8 billion in 2024 and is expected to grow at a robust CAGR of 16.2% between 2025 and 2033, reaching a projected value of USD 25.1 billion by 2033. The market’s expansion is being fueled by the escalating frequency and sophistication of cyberattacks, alongside heightened regulatory pressures for robust identity and access management across all industry verticals. As organizations increasingly digitize their operations and customer touchpoints, the need for advanced identity threat analytics solutions is more critical than ever to ensure the security and integrity of digital assets.




    One of the primary growth factors driving the identity threat analytics market is the surge in the adoption of digital technologies and remote work models, which have expanded the attack surface for malicious actors. Organizations are now managing a larger volume of digital identities, including employees, customers, and third-party vendors. As a result, traditional perimeter-based security approaches are proving inadequate, prompting enterprises to invest in identity-centric security frameworks. The rise of sophisticated threats such as phishing, credential stuffing, and insider attacks has necessitated the deployment of advanced analytics tools capable of real-time threat detection and response. These tools leverage artificial intelligence and machine learning to analyze behavioral patterns, flag anomalies, and provide actionable insights, thereby helping organizations stay ahead of evolving cyber threats.




    Another significant growth driver is the tightening of regulatory requirements around data privacy and identity management. Regulations such as the General Data Protection Regulation (GDPR), the California Consumer Privacy Act (CCPA), and sector-specific mandates like HIPAA in healthcare or PCI DSS in finance are compelling organizations to implement stringent identity governance and risk management protocols. Non-compliance can result in severe financial penalties and reputational damage, prompting businesses to invest in comprehensive identity threat analytics solutions that ensure compliance while minimizing risk exposure. Furthermore, as businesses expand globally, they must navigate a complex landscape of regional regulations, further amplifying the demand for scalable and adaptable identity analytics platforms.




    The proliferation of cloud computing and the accelerating shift toward hybrid IT environments are also catalyzing market growth. As organizations migrate critical workloads to the cloud and embrace multi-cloud strategies, the complexity of managing and securing identities across disparate environments intensifies. Cloud-native identity threat analytics solutions provide centralized visibility and control, enabling organizations to detect and respond to threats across on-premises, private, and public cloud infrastructures. The integration of identity analytics with broader security operations platforms is becoming a best practice, empowering security teams to correlate identity-based threats with other attack vectors and orchestrate a unified response. This trend is particularly pronounced among large enterprises and regulated industries, where the stakes for identity compromise are exceptionally high.




    From a regional perspective, North America continues to dominate the identity threat analytics market, accounting for the largest revenue share in 2024. The region’s leadership is underpinned by the presence of major technology vendors, early adoption of advanced cybersecurity solutions, and a high incidence of data breaches targeting both public and private sector organizations. However, Asia Pacific is witnessing the fastest growth, with a burgeoning digital economy, increasing cybercrime rates, and rising awareness about the importance of identity security. Europe, meanwhile, is characterized by a strong regulatory environment and significant investments in privacy-enhancing technologies, while Latin America and the Middle East & Africa are gradually catching up as digital transformation initiatives gather momentum.



    Component Analysis




    The identity threat analytics market is segmented by component into software, hardware, and services, with each playing a critical role in enabling comprehensive identity protection. Software solutions dominate the

  17. R

    Identity and Access Management Market Research Report 2033

    • researchintelo.com
    csv, pdf, pptx
    Updated Oct 1, 2025
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    Research Intelo (2025). Identity and Access Management Market Research Report 2033 [Dataset]. https://researchintelo.com/report/identity-and-access-management-market
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Oct 1, 2025
    Dataset authored and provided by
    Research Intelo
    License

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

    Time period covered
    2024 - 2033
    Area covered
    Global
    Description

    Identity and Access Management (IAM) Market Outlook



    According to our latest research, the Global Identity and Access Management (IAM) market size was valued at $18.3 billion in 2024 and is projected to reach $54.7 billion by 2033, expanding at a remarkable CAGR of 13.2% during the forecast period of 2025–2033. The rapid proliferation of digital transformation initiatives across industries, coupled with the exponential growth in cyber threats, is a major factor driving the global adoption of IAM solutions. As organizations increasingly embrace cloud computing, remote work, and interconnected digital ecosystems, the need for robust identity verification, access control, and regulatory compliance has never been more critical. This dynamic market is witnessing significant investments in advanced authentication technologies, AI-driven security analytics, and seamless user experience enhancements, positioning IAM as a cornerstone of modern enterprise cybersecurity strategies.



    Regional Outlook



    North America holds the largest share of the global Identity and Access Management market, commanding over 38% of the total market value in 2024. The region’s dominance is underpinned by its mature IT infrastructure, early adoption of advanced cybersecurity solutions, and stringent regulatory frameworks such as SOX, HIPAA, and GDPR (for multinational organizations). The United States, in particular, is a frontrunner due to its concentration of Fortune 500 companies, robust cloud adoption, and significant investments in digital security. Furthermore, the presence of leading IAM vendors and a vibrant ecosystem of managed security service providers contributes to North America’s leadership. The region’s focus on zero-trust architectures and continuous authentication is accelerating the deployment of next-generation IAM platforms, ensuring sustained growth throughout the forecast period.



    Asia Pacific is the fastest-growing region in the IAM market, projected to achieve a CAGR exceeding 16.4% between 2025 and 2033. The surge in digital transformation across major economies like China, India, Japan, and South Korea is fueling demand for sophisticated identity management solutions. Rapid urbanization, the expansion of e-commerce, and the proliferation of mobile devices are compelling enterprises and governments to bolster their digital security frameworks. Notably, regulatory mandates such as India’s Digital Personal Data Protection Act and China’s Cybersecurity Law are driving large-scale IAM deployments. Investments from both public and private sectors in cloud infrastructure, coupled with the growing sophistication of cyberattacks, are making IAM solutions indispensable for organizations aiming to safeguard sensitive data and ensure operational continuity.



    Emerging economies in Latin America, the Middle East, and Africa are witnessing steady growth in IAM adoption, albeit from a smaller base. These regions face unique challenges, including limited cybersecurity awareness, budget constraints, and a shortage of skilled IT professionals. However, the increasing digitization of government services, the rise of online banking, and the entry of international cloud service providers are gradually bridging the adoption gap. Governments in these regions are enacting data protection laws and launching national cybersecurity strategies, which are expected to stimulate demand for IAM solutions over the coming years. Nonetheless, market growth is somewhat tempered by fragmented regulatory environments and the need for localized, language-specific IAM offerings.



    Report Scope





    Attributes Details
    Report Title Identity and Access Management Market Research Report 2033
    By Component Solutions, Services
    By Deployment Mode On-Premises, Cloud
    By Organization Size Large Enterprises, Small and Medium En

  18. G

    NIST 800-63-4 Digital Identity Compliance Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Oct 7, 2025
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    Growth Market Reports (2025). NIST 800-63-4 Digital Identity Compliance Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/nist-800-63-4-digital-identity-compliance-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Oct 7, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    NIST 800-63-4 Digital Identity Compliance Market Outlook



    According to our latest research, the global NIST 800-63-4 Digital Identity Compliance market size reached USD 3.2 billion in 2024, reflecting the rapid adoption of robust digital identity standards across industries. The market is projected to grow at a CAGR of 16.7% from 2025 to 2033, ultimately reaching a forecasted size of USD 14.6 billion by 2033. This remarkable expansion is driven by the increasing regulatory pressure, growing incidence of identity theft, and the accelerating digital transformation initiatives across both public and private sectors worldwide.




    The primary growth factor propelling the NIST 800-63-4 Digital Identity Compliance market is the intensifying regulatory landscape around digital identity management. With governments and regulatory bodies globally mandating stricter compliance frameworks, organizations are compelled to adopt advanced digital identity solutions aligned with NIST 800-63-4 guidelines. This framework, which sets standards for digital identity proofing, authentication, and federation, is now considered a gold standard for secure and compliant digital identity practices. As cyber threats continue to evolve in both sophistication and scale, organizations are prioritizing investments in compliant identity management systems to safeguard sensitive information, prevent unauthorized access, and avoid costly regulatory penalties. The proliferation of remote work, e-government services, and digital banking has further underscored the necessity of robust digital identity compliance, thereby fueling sustained market growth.




    Another significant growth driver is the technological advancement and integration of artificial intelligence, machine learning, and biometric technologies within digital identity solutions. These innovations have enhanced the accuracy, efficiency, and user experience of digital identity verification processes, making compliance with NIST 800-63-4 not only achievable but also scalable for organizations of varying sizes. The emergence of cloud-based identity solutions has democratized access, enabling small and medium enterprises to implement high-assurance identity proofing and authentication mechanisms without incurring prohibitive infrastructure costs. Furthermore, the rise of decentralized identity frameworks and zero-trust security models is pushing organizations to adopt more granular, context-aware, and interoperable identity solutions, all of which align closely with NIST 800-63-4 requirements.




    The growing awareness among enterprises regarding the reputational and financial risks associated with identity breaches is also contributing to the market’s momentum. High-profile data breaches and identity fraud incidents have heightened the urgency for organizations to adopt rigorous digital identity compliance protocols. As digital ecosystems expand, ensuring secure onboarding, authentication, and lifecycle management of identities has become a boardroom priority. Industries such as BFSI, healthcare, and government, which handle vast volumes of sensitive personal data, are at the forefront of adopting NIST 800-63-4 compliant solutions. The market is also witnessing increased collaboration between solution providers, regulators, and industry consortia to create interoperable and future-proof compliance frameworks, further catalyzing market adoption.




    Regionally, North America continues to dominate the NIST 800-63-4 Digital Identity Compliance market, driven by early regulatory adoption, a mature cybersecurity ecosystem, and the presence of leading technology providers. Europe follows closely, bolstered by stringent privacy regulations such as GDPR and the evolving eIDAS framework. The Asia Pacific region is witnessing the fastest growth, fueled by rapid digitalization, government-led digital identity initiatives, and a burgeoning fintech sector. Latin America and the Middle East & Africa are also emerging as promising markets, as governments and enterprises ramp up investments in secure digital identity infrastructure to support their digital transformation agendas.




  19. d

    B2B Professional Email Address Data | 120M US Business | Verified Safe to...

    • datarade.ai
    .csv, .xls
    Updated Dec 28, 2024
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    Allforce (2024). B2B Professional Email Address Data | 120M US Business | Verified Safe to Email [Dataset]. https://datarade.ai/data-products/b2b-continuum-from-solution-publishing-120m-us-business-b2b-solution-publishing
    Explore at:
    .csv, .xlsAvailable download formats
    Dataset updated
    Dec 28, 2024
    Dataset authored and provided by
    Allforce
    Area covered
    United States of America
    Description

    Solution Publishing by Allforce is a sophisticated data product crafted specifically for businesses aiming to bolster their B2B marketing and outreach efforts. This data set amalgamates a wealth of information, providing businesses with unparalleled insights into their target audience, paving the way for more personalized and impactful marketing campaigns.

    Key Features of the Product:

    Comprehensive Contact Information: Gain access to full contact details for an astounding 120 million US business contacts. This vast repository ensures you have the means to reach out to potential leads across a diverse range of sectors.

    Multiple Contact Points: The product is equipped with Business Email details, Telemarketing numbers, and Mobile Phones, ensuring multiple avenues of communication for your marketing and sales teams.

    Locational Data: Receive detailed information about both company and individual locations. This geospatial data can be invaluable in tailoring your marketing strategies based on regional preferences and nuances.

    Insightful Intent Data Signals: Benefit from intent data signals for 35 million US businesses. This data provides a glimpse into the future needs and preferences of businesses, allowing you to adapt your marketing strategies proactively.

    Rich Technographics and Firmographics: Dive deep into the technology landscape and organizational structures of businesses with the available B2B Technographics and Firmographic data. This ensures that your messaging is not just broad but intricately tailored to resonate with your audience.

    LinkedIn Profile Insights: Leverage valuable LinkedIn Profile data to get a holistic view of your target contacts. This feature provides deeper insights into professional backgrounds, endorsements, connections, and more, enabling even more personalized engagement strategies.

    Benefits:

    Precision Targeting: With a wealth of contact points and detailed firmographic data, you can ensure that your outreach efforts are directed precisely where they matter the most.

    Enhanced Engagement: Leveraging intent data lets you align your messaging with the prospective needs of businesses, leading to increased engagement and improved conversion rates.

    Holistic Outreach: Whether it's through email, phone, or telemarketing, the multiple contact points ensure that your message reaches its intended audience through their preferred channel.

    Strategic Planning: With access to technographic data, businesses can plan their offerings based on the technology stack of their potential clients, ensuring greater compatibility and alignment.

    Data-Driven Insights: This product empowers businesses to make decisions rooted in data, ensuring strategies that are both impactful and efficient. Our data is not just a data product, but a strategic tool that empowers businesses to redefine their B2B outreach, fostering relationships that drive growth and success.

  20. Data from: New configurations of identity and its effects of sense in...

    • scielo.figshare.com
    • figshare.com
    jpeg
    Updated Jun 1, 2023
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    Edjane Gomes de Assis (2023). New configurations of identity and its effects of sense in Brazilian media [Dataset]. http://doi.org/10.6084/m9.figshare.5772738.v1
    Explore at:
    jpegAvailable download formats
    Dataset updated
    Jun 1, 2023
    Dataset provided by
    SciELOhttp://www.scielo.org/
    Authors
    Edjane Gomes de Assis
    License

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

    Description

    Abstract Based on the French discourse analysis, especially in the wake of Pêcheux (2006), Foucault (2000; 2002; 2005), Charaudeau (2006), and in dialogue with the Dialogical Discourse Analysis (BAKHTIN, 2000), and sociological reflections by Bauman (2005) still establishing a liaison with the communication theory (MORETZSOHN, 2012), our study examine how the current discourse about the reaffirmation of national identity and their new settings, resurface in Brazilian media through disciplining mechanisms of the reader/consumer. Thereunto, we analyze two companies’ advertises, Chevrolet and Skol, both broadcasted in March 2017. Understanding the text advertising as a discursive, materiality in which are interwoven social, historical and ideological elements, showed that the two campaigns, in order to (re) claim before the society, recover the democratization discourse from the new social demands, but in your interdiscursivity prevails the idea of self-promotion, whose main objective is profit. Then presume a characteristic positioning of a capitalist and competitive society.

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ARCHIVED ACCOUNT (2024). open-identities [Dataset]. https://huggingface.co/datasets/jbilcke-hf/open-identities

Data from: open-identities

jbilcke-hf/open-identities

Related Article
Explore at:
CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
Dataset updated
Jun 21, 2024
Authors
ARCHIVED ACCOUNT
License

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

Description

A dataset of creative common identities (faces, voices, driving videos) you can use as actors in your Clapper project. There are only a couple for now, but the goal is to reach at least 100-200 unique voices to be confortable with AI movie projects, so contributions are extremely welcome.

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