R code and data for a landscape scan of data services at academic libraries. Original data is licensed CC By 4.0, data obtained from other sources is licensed according to the original licensing terms. R scripts are licensed under the BSD 3-clause license. Summary This work generally focuses on four questions:

Which research data services does an academic library provide? For a subset of those services, what form does the support come in? i.e. consulting, instruction, or web resources? Are there differences in support between three categories of services: data management, geospatial, and data science? How does library resourcing (i.e. salaries) affect the number of research data services?

Approach Using direct survey of web resources, we investigated the services offered at 25 Research 1 universities in the United States of America. Please refer to the included README.md files for more information.

For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu

Financial Data Services Market size was valued at USD 23.3 Billion in 2023 and is projected to reach USD 42.6 Billion by 2031, growing at a CAGR of 8.1% during the forecast period 2024-2031.Global Financial Data Services Market DriversThe market drivers for the Financial Data Services Market can be influenced by various factors. These may include:The need for real-time analytics is growing: Real-time analytics are becoming more and more necessary in the financial sector due to the acceleration of data consumption. To reduce risks, make wise decisions, and enhance customer service, organizations need quick insights. Stakeholders are giving priority to solutions that enable quick data processing and analysis due to the increase in market volatility and complexity. The need for sophisticated analytical skills is driving providers of financial data services to modernize their products. As companies come to realize that using real-time data is crucial for keeping a competitive edge in a fast-paced financial climate, the competition among them to provide timely insights also boosts market growth.Growing Machine Learning and AI Adoption: Data analysis has been profoundly changed by the incorporation of AI and machine learning technology into financial data services. By enabling predictive analytics, these technologies help financial organizations make better decisions and reduce risk. Businesses can find trends that were previously invisible by automating data processing operations. This leads to more precise forecasts and improved investment plans. Furthermore, sophisticated algorithms are flexible enough to adjust to shifting circumstances, keeping organizations flexible. The increasing intricacy of financial markets necessitates the use of AI and machine learning, which in turn drives demand for sophisticated financial data services and promotes innovation in the sector.Global Financial Data Services Market RestraintsSeveral factors can act as restraints or challenges for the Financial Data Services Market. These may include:Difficulties in Regulatory Compliance: Regulations controlling data management, privacy, and financial transactions place heavy restrictions on the financial data services market. Regulations like the GDPR, CCPA, and banking industry standards like Basel III and SOX must all be complied with by organizations. Complying with these requirements frequently necessitates a significant investment in staff and compliance systems, which can be taxing, especially for smaller businesses. Regulations are dynamic, and different locations have different needs, which adds to the complexity and expense. Noncompliance not only results in monetary fines but also has the potential to harm an entity's image, so impeding market expansion.Dangers to Data Security: Threats to data security are a major impediment to the financial data services market. Because they manage sensitive data, financial institutions are often the targets of cyberattacks. Breach can lead to significant monetary losses, legal repercussions, and long-term harm to one's image. Although they can greatly increase operating expenses, investments in strong security measures like encryption, safe access protocols, and continual monitoring are crucial. Moreover, the dynamic strategies employed by cybercriminals need continuous adjustment, placing a burden on resources and detracting from the main operations of businesses. The evolution of security threats poses a challenge to preserving consumer trust, hence impeding industry expansion.

This dataset represents an inventory of research data services at 120 US colleges and universities. The data was collected using a systematic web content analysis process in late 2019. This dataset underlies the following report: Jane Radecki and Rebecca Springer, "Research Data Services in US Higher Education: A Web-Based Inventory," Ithaka S+R, Nov. 2020, https://doi.org/10.18665/sr.314397.

We defined research data services as any concrete, programmatic offering intended to support researchers (including faculty, postdoctoral researchers, and graduate students) in working with data, and identified services within the following campus units: library, IT department/research computing, independent research centers and facilities, academic departments, medical school, business school, and other professional schools. We also recorded whether the institution offered local high performance computing facilities. For detailed definitions, exclusions, and data collection procedures, please see the report referenced above.

OEM Telematics Data Services Market Outlook

According to our latest research, the OEM Telematics Data Services market size reached USD 8.7 billion in 2024, with a robust year-on-year growth rate. The market is set to expand at a CAGR of 15.8% from 2025 to 2033, driven by the increasing integration of connected vehicle technologies and regulatory mandates for vehicle safety and emissions. By 2033, the market is forecasted to achieve a value of USD 33.2 billion, as OEMs and ecosystem partners accelerate digital transformation and data-driven mobility solutions.

The growth of the OEM Telematics Data Services market is fundamentally propelled by the automotive industry's rapid digitalization, underpinned by the proliferation of connected vehicles. OEMs are leveraging telematics data services to gain actionable insights into vehicle performance, driver behavior, and real-time diagnostics, which enhance operational efficiency and customer experience. The integration of advanced analytics and artificial intelligence into telematics platforms enables predictive maintenance, reduces vehicle downtime, and optimizes fleet management, leading to significant cost savings for both manufacturers and end-users. Furthermore, increasing consumer demand for enhanced safety, infotainment, and navigation solutions is compelling OEMs to invest heavily in telematics infrastructure and data services.

Another significant factor contributing to market expansion is the evolving regulatory landscape. Governments across North America, Europe, and Asia Pacific are implementing stringent regulations related to vehicle safety, emissions, and data security. These regulations necessitate the deployment of telematics systems capable of monitoring and reporting compliance metrics in real-time. As a result, OEMs are adopting advanced telematics solutions that can seamlessly integrate with their existing systems, ensuring regulatory adherence while unlocking new revenue streams through value-added services. The rise of electric vehicles (EVs) and autonomous driving technologies further amplifies the demand for sophisticated telematics data services, as these platforms become integral to managing battery health, charging infrastructure, and autonomous operations.

The market is also benefitting from the expanding ecosystem of partnerships and collaborations between automotive OEMs, technology providers, and telematics service vendors. These collaborations are fostering innovation and enabling the development of scalable, cloud-based telematics platforms that can support a diverse range of applications, from fleet management to insurance telematics. The increasing availability of high-speed connectivity and the advent of 5G networks are enhancing the capabilities of telematics solutions, enabling real-time data transmission and advanced analytics. This ecosystem-driven approach is accelerating the adoption of telematics data services, particularly among commercial fleet operators and insurance companies seeking to leverage data for risk assessment and operational optimization.

Regionally, North America and Europe continue to dominate the market, driven by high vehicle penetration, advanced technological infrastructure, and supportive regulatory frameworks. However, the Asia Pacific region is witnessing the fastest growth, fueled by rapid urbanization, increasing vehicle sales, and the emergence of smart mobility initiatives in countries like China, Japan, and India. As OEMs expand their footprint in emerging markets, they are tailoring telematics solutions to address local needs and regulatory requirements, thereby unlocking new growth opportunities. The competitive landscape is characterized by intense innovation and strategic alliances, as market players strive to differentiate their offerings and capture a larger share of the rapidly growing OEM Telematics Data Services market.

Service Type Analysis

The Service Type segment in the OEM Telematics Data Services market encompasses a broad spectrum of offerings, in

Market Size statistics on the Financial Data Service Providers industry in the US

Records from operating a customer call center or service center providing services to the public. Services may address a wide variety of topics such as understanding agency mission-specific functions or how to resolve technical difficulties with external-facing systems or programs. Includes:rn- incoming requests and responsesrn- trouble tickets and tracking logs rn- recordings of call center phone conversations with customers used for quality control and customer service trainingrn- system data, including customer ticket numbers and visit tracking rn- evaluations and feedback about customer servicesrn- information about customer services, such as “Frequently Asked Questions” (FAQs) and user guidesrn- reports generated from customer management datarn- complaints and commendation records; customer feedback and satisfaction surveys, including survey instruments, data, background materials, and reports.

The statistic presents the leading financial data service companies in the United States in 2015, by revenue. In that year, Visa was ranked second with the revenue of approximately 13.88 billion U.S. dollars.

Roadside LiDAR Data Services Market Outlook

According to our latest research, the global roadside LiDAR data services market size reached USD 1.62 billion in 2024, driven by the increasing adoption of advanced sensor technologies for intelligent transportation and urban planning. The market is expected to grow at a robust CAGR of 18.7% from 2025 to 2033, reaching a forecasted value of USD 8.13 billion by 2033. This remarkable growth is fueled by the rising demand for real-time traffic management, the proliferation of autonomous vehicles, and the integration of LiDAR data into smart city initiatives worldwide.

One of the primary growth factors propelling the roadside LiDAR data services market is the surging implementation of intelligent transportation systems (ITS) across urban areas. Cities globally are striving to enhance their traffic management capabilities, reduce congestion, and improve road safety. LiDAR technology, with its ability to generate high-resolution, three-dimensional data of the roadside environment, is increasingly being deployed to monitor traffic flow, detect incidents, and optimize signal timings. As municipalities and transportation agencies invest more in digital infrastructure and data-driven solutions, the demand for comprehensive roadside LiDAR data services—encompassing data collection, processing, and analysis—continues to escalate. This trend is further amplified by government policies promoting smart mobility and sustainable urban development.

Another significant driver is the rapid advancement and commercialization of autonomous vehicles. Automotive manufacturers and technology companies are leveraging roadside LiDAR data services to enhance the perception, localization, and navigation capabilities of self-driving vehicles. The availability of accurate, real-time roadside data enables autonomous vehicles to safely interact with dynamic environments, anticipate hazards, and comply with traffic regulations. This reliance on high-fidelity spatial data is fostering partnerships between automotive firms and LiDAR service providers, accelerating innovation and expanding the addressable market. Additionally, the growing use of LiDAR for infrastructure planning and maintenance, such as mapping road conditions and identifying structural anomalies, is opening new revenue streams for service providers.

The market is also witnessing a transformation through the integration of LiDAR data with other sensor modalities and artificial intelligence (AI) analytics. The fusion of LiDAR with camera, radar, and IoT sensor data creates a holistic view of the roadside ecosystem, enabling more nuanced insights for smart city applications. AI-driven analytics are being employed to automate data interpretation, detect patterns, and support predictive maintenance of transportation infrastructure. This convergence of technologies not only enhances the value proposition of roadside LiDAR data services but also drives operational efficiencies for end-users. As digital transformation accelerates in the public and private sectors, the role of LiDAR data services in shaping the future of mobility and urban planning becomes increasingly pivotal.

From a regional perspective, North America currently dominates the roadside LiDAR data services market, accounting for the largest share in 2024. This leadership is underpinned by early adoption of smart transportation initiatives, robust investments in autonomous vehicle research, and favorable regulatory frameworks. Europe follows closely, benefitting from its focus on sustainable mobility and cross-border digital infrastructure projects. The Asia Pacific region, meanwhile, is emerging as the fastest-growing market, driven by rapid urbanization, government-led smart city programs, and significant investments in transportation modernization. As these regional markets evolve, collaboration between public authorities, technology vendors, and service providers will be crucial to unlocking the full potential of roadside LiDAR data services.

Service Type Analysis

The Big Data Services market is booming, projected to reach $1.91 Trillion by 2033 with a 55.18% CAGR. Discover key trends, leading companies, and regional insights in this comprehensive market analysis covering BFSI, Telecom, Retail, and more. Explore the impact of AI, ML, and cloud computing on this rapidly evolving landscape.

Employment statistics on the Wireless Telephone and Data Services Resellers industry in Australia

The statistic shows the share of selected world regions in global revenues from mobile data services in 2011.

Corporate Actions Data Services Market Outlook

According to our latest research, the global Corporate Actions Data Services market size reached USD 2.1 billion in 2024, reflecting robust expansion driven by increasing digitization across financial institutions and heightened regulatory compliance requirements. The market is projected to grow at a CAGR of 8.7% during the forecast period, reaching approximately USD 4.4 billion by 2033. This impressive growth is primarily fueled by the rising complexity of corporate actions, the need for real-time data, and the proliferation of advanced analytics in financial services.

Several key factors are accelerating the growth of the Corporate Actions Data Services market. The increasing volume and complexity of corporate actions, such as mergers, acquisitions, stock splits, and dividend announcements, have placed significant pressure on financial institutions to maintain accuracy and timeliness. As a result, companies are turning to specialized data services to automate and streamline the processing of these actions, reducing operational risks and enhancing efficiency. The integration of artificial intelligence and machine learning into data services platforms is further improving the accuracy of data capture and event processing, minimizing manual intervention and associated errors. Additionally, the growing requirement for transparency and compliance with global regulatory standards, such as MiFID II and Dodd-Frank, is compelling financial institutions to invest heavily in robust corporate actions data management solutions.

Another significant growth driver for the Corporate Actions Data Services market is the increasing adoption of cloud-based solutions. Cloud technology offers scalability, flexibility, and cost-efficiency, making it an attractive option for both large enterprises and small & medium enterprises (SMEs). Cloud-based deployment enables real-time access to corporate actions data, facilitates collaboration across geographically dispersed teams, and enhances disaster recovery capabilities. The shift towards cloud computing is also enabling service providers to offer advanced analytics and reporting tools, empowering end-users with actionable insights and predictive analytics. Furthermore, the proliferation of Application Programming Interfaces (APIs) is enabling seamless integration of corporate actions data services with other enterprise systems, further driving market adoption.

The rising incidence of corporate actions fraud and operational risks is also contributing to market growth. Financial institutions are increasingly aware of the reputational and financial damage that can result from errors or delays in corporate actions processing. As a result, there is a heightened focus on risk mitigation, with organizations seeking end-to-end solutions that offer enhanced security, audit trails, and compliance monitoring. The demand for notification and alert services is surging, as timely communication of corporate actions events is critical for informed decision-making and regulatory adherence. As the financial landscape continues to evolve, the Corporate Actions Data Services market is expected to witness sustained growth, driven by ongoing technological innovation and the need for operational excellence.

Regionally, North America remains the largest market for Corporate Actions Data Services, accounting for a substantial share of global revenues in 2024. The region's dominance is attributed to the presence of a large number of financial institutions, early adoption of advanced technologies, and stringent regulatory frameworks. Europe follows closely, driven by increasing regulatory compliance requirements and the adoption of digital transformation initiatives in the financial sector. The Asia Pacific region is emerging as a high-growth market, propelled by rapid economic development, expanding capital markets, and increasing investments in fintech infrastructure. Latin America and the Middle East & Africa are also witnessing steady growth, albeit from a smaller base, as financial institutions in these regions modernize their operations and embrace digital solutions.

Service Type Analysis

The Service Type segment of the Corporate Actions Data Services market is broadly categorized into Data Feeds, Processing Services, Notification & Alert Services, Analytics & Reporting, and Others. Among these, Data Feeds represent the backbone of the market, providing

Sports Data Services Market Outlook

According to our latest research, the Sports Data Services market size reached USD 5.3 billion in 2024, reflecting the sector’s accelerating digitization and the growing reliance on advanced analytics across the global sports ecosystem. The market is experiencing robust expansion, with a recorded CAGR of 18.7% during the forecast period. By 2033, the global Sports Data Services market is projected to attain a value of USD 24.5 billion, driven by technological advancements, the proliferation of connected devices, and the increasing demand for real-time, actionable sports insights. This remarkable growth trajectory is underpinned by the integration of AI-powered analytics, the surge in fan engagement platforms, and the expanding footprint of legalized sports betting worldwide.

A primary growth factor for the Sports Data Services market is the rapid adoption of data-driven decision-making within professional sports organizations. Teams and leagues are leveraging sophisticated data collection and analysis tools to optimize performance, minimize injury risks, and refine game strategies. The integration of wearable technologies, IoT sensors, and machine learning algorithms enables the capture and interpretation of granular performance metrics, offering unprecedented insights into athlete health, fitness, and tactical execution. This data-centric approach is not only transforming on-field operations but also influencing coaching methodologies, talent scouting, and long-term player development, thereby fueling the demand for comprehensive sports data services.

Another significant driver is the escalating emphasis on fan engagement and personalized experiences. As sports audiences become more digitally savvy, there is a heightened expectation for interactive content, real-time statistics, and immersive viewing experiences. Sports Data Services providers are responding with advanced visualization tools, live data feeds, and augmented reality solutions that enhance fan interaction across digital platforms. This trend is especially pronounced in major leagues and tournaments, where broadcasters and media companies are investing heavily in data-driven storytelling to differentiate their offerings and capture viewer attention. The convergence of sports entertainment and technology is thus a pivotal force propelling market growth.

The global expansion of sports betting and gambling is also a critical catalyst for the Sports Data Services market. With the legalization of sports betting in several key jurisdictions, there is a surging demand for accurate, real-time data feeds that support odds calculation, risk management, and in-play betting. Betting companies are increasingly partnering with data service providers to access reliable, up-to-the-second information on player statistics, match events, and historical trends. This symbiotic relationship not only ensures the integrity and fairness of betting operations but also opens new revenue streams for sports organizations and data vendors alike, further accelerating market momentum.

From a regional perspective, North America continues to dominate the Sports Data Services market, supported by a technologically advanced sports infrastructure, high digital penetration, and the widespread legalization of sports betting in the United States. Europe follows closely, with a rich sporting heritage and a mature ecosystem for data analytics in football, rugby, and other popular sports. The Asia Pacific region is emerging as a high-growth market, fueled by rising investments in sports technology, expanding fan bases, and the increasing commercialization of sports leagues. Latin America and the Middle East & Africa are also witnessing steady growth, albeit from a smaller base, as local sports organizations embrace digital transformation and data-driven engagement strategies.

Service Type Analysis

Within the Sports Data Services market, the segmentation by service type plays a pivotal role in catering to the diverse needs of stakeholders across the sports value chain. Data Collection services form the foundational layer, encompassing the acquisition of raw data from live sporting events, training sessions, and athlete performance metrics. This segment is witnessing significant investment in advanced sensor technologies, high-speed cameras, and IoT-enabled devices, which facilitate the capture of granular, real-time information. The growing sophistication of data acquisition tools is enablin

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Subscriber Data Management Market Size 2024-2028

The subscriber data management market size is forecast to increase by USD 4.08 billion at a CAGR of 16.9% between 2023 and 2028.

The market is experiencing significant growth due to the increasing adoption of target advertisement-based streaming apps. This trend is driven by the rising demand for personalized content and services, which necessitates effective management of subscriber data. Furthermore, the proliferation of 5G technology is fueling the need for faster and more secure data processing and transmission. However, this market is not without challenges. Data privacy and security risks continue to pose a significant threat, with subscriber data being a valuable asset for cybercriminals. Companies must invest in security measures to protect sensitive information and maintain customer trust. Additionally, regulatory compliance and data interoperability across multiple platforms are other challenges that market participants must navigate to capitalize on the opportunities presented by this dynamic market. Overall, the market offers significant potential for growth, particularly for those players who can effectively address the evolving needs of subscribers and mitigate the risks associated with managing large volumes of sensitive data.

What will be the Size of the Subscriber Data Management Market during the forecast period?

Request Free SampleThe market in the US is experiencing significant growth due to the increasing number of mobile subscriptions and the shift towards cloud-based solutions. Telecom operators are prioritizing network functions virtualization (NFV) and long-term evolution (LTE) technologies to enhance their mobile networks, leading to an escalating demand for user data repositories and policy management systems. Telecommunication network providers are also focusing on data security to mitigate cyberattacks and ensure data privacy policies are adhered to. Moreover, the proliferation of Voice over LTE (VoLTE) and Volte services, as well as the integration of subscriber data management systems in telecom service providers' customer relationship management (CRM) and identity management solutions, is driving market expansion. The market is expected to continue growing as 5G subscriptions increase, with hybrid solutions gaining popularity among network carriers to optimize their on-premise and cloud-based offerings. The market's size and direction reflect the industry's commitment to delivering secure, efficient, and innovative subscriber data management solutions to meet the evolving needs of mobile subscribers.

How is this Subscriber Data Management Industry segmented?

The subscriber data management 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. TypeMobile networksFixed networksGeographyNorth AmericaUSCanadaMexicoEuropeFranceGermanyItalyUKAPACChinaIndiaJapanMiddle East and AfricaSouth America

By Type Insights

The mobile networks segment is estimated to witness significant growth during the forecast period.The Subscriber Data Management (SDM) market is driven by the mobile networks segment, which accounts for a substantial revenue share. This growth is attributed to the widespread use of mobile devices and the escalating demand for high-speed data services, particularly with the emergence of 5G technology. Mobile networks necessitate advanced SDM solutions to manage the voluminous subscriber data, ensuring uninterrupted service delivery and superior user experiences. The integration of 5G has intensified the need for sophisticated SDM systems due to the complexities introduced in data management, including real-time processing, authentication, and security. Cloud-based SDM solutions with cloud-native design are increasingly popular due to their flexibility, scalability, and ability to handle large volumes of data. Identity management, data integration, and policy management are crucial components of these solutions. The Internet of Things (IoT) and Voice Over IP (VoIP) are additional areas driving the market, as they generate substantial subscriber data that needs to be managed effectively. Data security and privacy are paramount concerns, necessitating the adoption of advanced security solutions and adherence to stringent data privacy policies. Network Carriers, Telecom Operators, and Communication Service Providers (CSPs) are key players in the market, leveraging SDM systems to manage their subscriber data and enhance network performance. Network Functions Virtualization (NFV) and Long-Term Evolution (LTE) are key technologies enabling the deployment of SDM solutions in a hybrid environment, ensuring seamless integration with fixed networks and mobile networks. The market is further fueled by the increas

Sexual health services in York. For further information please visit City of York Council's website. *Please note that the data published within this dataset is a live API link to CYC's GIS server. Any changes made to the master copy of the data will be immediately reflected in the resources of this dataset.The date shown in the "Last Updated" field of each GIS resource reflects when the data was first published.

Base de datos actualizada de licitaciones ganadas por LNRS DATA SERVICES LTD. Estadísticas, gráficos y contratos adjudicados actualizados a Noviembre de 2025.

This statistic illustrates the results of a survey regarding the reasons for not subscribing to mobile data services in Singapore as of ********. During the survey period, approximately **** percent of the respondents in the country stated that they do not subscribe to mobile data services as they do not have a need for it.

The global sports data service market, valued at $1736 million in 2025, is experiencing robust growth, projected to expand at a Compound Annual Growth Rate (CAGR) of 9.4% from 2025 to 2033. This expansion is fueled by several key drivers. The increasing popularity of sports globally, coupled with the rising demand for advanced analytics in sports management and broadcasting, is a major catalyst. Furthermore, technological advancements, particularly in data collection and processing, are enabling the development of sophisticated data services catering to diverse needs within the industry. The rise of fantasy sports and esports further contributes to market growth, as these sectors heavily rely on accurate and timely sports data. The market is segmented by application (Professional Clubs, State Management Agencies, Others) and type of service (Sports Data Collection Service, Sports Data Analysis Service, Others). Professional clubs and sports data analysis services currently dominate, but other segments are poised for significant growth driven by increased adoption in emerging markets and the expanding use of data for fan engagement and player development. Market restraints primarily involve data privacy concerns and the competitive landscape. Stringent regulations regarding data usage and player information necessitate robust security protocols, increasing operational costs. Simultaneously, the market is characterized by intense competition amongst established players and new entrants vying for market share. This competition leads to pricing pressure, making innovation and differentiation crucial for sustainable growth. North America currently holds a significant market share due to a well-established sports infrastructure and advanced technological capabilities. However, rapidly growing interest in sports and increasing digital penetration in Asia-Pacific and other regions indicate a promising expansion potential for these markets in the forecast period. Successful companies in this space are adapting to these factors by focusing on data security, providing personalized and niche services, and forging strategic partnerships to expand their reach and maintain a competitive edge.

This session follows four themes. First, it will describe the RDC, the principal data it supports and the application process. Second, it will discuss the growth in administrative and linked administrative data files being made available by Statistics Canada. Third, it will highlight some of the pilot data, particularly business related, that the RDC hosts. The session concludes with a discussion on how the McMaster RDC and Data Services (DLI) has worked together to promote the use of data on campus to meet the needs of researchers.