The North America Government And Security Biometrics Market report segments the industry into By Type (Face Recognition, Iris Recognition, Fingerprint Recognition, Voice Recognition, Palm Print Recognition), By Application (Border Safety And Immigration, National ID, E-Passport, and more), and By Country (North America, United States, Canada).

Under this agreement the American Association of Motor Vehicles (AAMVA) will provide connectivity, billing services, and staff a help desk to the MVAs of States, District of Columbia, and territories of the US, for SSA. SSA will, through AAMVA's network, provide verification of certain voter registration information to the State MVAs for their use in the registration of voters for elections for Federal office. SSA is providing the verified information in accordance with the Help America Vote Act of 2002.

The Latin America Government & Security Biometrics Market report segments the industry into Authentication Type (Single Authentication Factor, Multi-factor Authentication), Contact Type (Contact-based, Non-contact-based), Product Type (Voice Recognition, Facial Recognition, and more), Application (Border Control, E-Passport, and more), and Country (Brazil, Mexico, and more).

In 2023, nearly ** percent of people in the United States had public health insurance, the share of people with private health insurance has gradually increased in the provided time interval. This statistic contains data on the number of U.S. Americans with government health insurance coverage from 1997 to 2023.

Graph and download economic data for All Employees, Government (USGOVT) from Jan 1939 to Jun 2025 about establishment survey, government, employment, and USA.

General government expenditure on health as a share of general government expenditure of United States of America shot up by 15.78% from 21.4 % in 2021 to 24.7 % in 2022. Since the 0.52% decline in 2019, general government expenditure on health as a share of general government expenditure leapt by 10.31% in 2022. Public expenditure on health from domestic sources as a share of total public expenditure. It indicates the priority of the government to spend on health from own domestic public resources.

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Cloud Computing Market In Government Sector Size 2024-2028

The cloud computing market in government sector size is forecast to increase by USD 27.22 billion at a CAGR of 14.8% between 2023 and 2028. In the government sector, cloud computing market is experiencing significant growth due to several key drivers. One major factor is the increasing demand for cross-functional services, enabling various departments to streamline operations and collaborate more effectively. Another trend is the prioritization of cloud-based security solutions to safeguard sensitive data and ensure temperature stability, food safety, and contamination protection for applications in food packaging. Another trend is the rising demand for cloud-based security solutions, as government organizations seek to protect sensitive data and improve cybersecurity. The adoption of cloud services is also driven by the need for clarity and aesthetic appeal in various sectors, such as media and entertainment, where an oxygen and moisture barrier is crucial for maintaining the shelf life of digital content. The market analysis report highlights these trends and provides insights into the challenges, including the rising costs of cloud services and the need for seamless integration with existing systems.

What will be the Size of the Market During the Forecast Period?

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Cloud computing has emerged as a transformative technology in various sectors, including the US government. This technology offers numerous benefits, such as cost savings, scalability, and increased security. Government agencies are increasingly adopting cloud computing to streamline operations, improve data management, and enhance service delivery. Cloud computing enables government organizations to access technology infrastructure and applications over the internet, eliminating the need for on-premises hardware and software. This model allows agencies to pay only for the resources they use, reducing capital expenditures and operational costs.

Moreover, cloud computing offers the flexibility to scale resources up or down as per the changing demands, ensuring optimal resource utilization. Security is a critical concern for government agencies, and cloud computing provides advanced security features to address these concerns. Cloud service providers invest heavily in security infrastructure, including firewalls, intrusion detection systems, and encryption technologies. These measures help protect sensitive government data from cyber threats, ensuring data confidentiality, integrity, and availability. Cloud computing also offers improved data management capabilities. Government agencies generate vast amounts of data daily, and managing this data can be a challenge. Cloud computing provides efficient data storage and management solutions, allowing agencies to store, process, and analyze data in real-time.

Furthermore, this capability is essential for making informed decisions and responding to emerging trends and issues. Another significant advantage of cloud computing for government agencies is customization. Cloud service providers offer a range of customizable solutions tailored to specific agency requirements. This flexibility enables agencies to choose the right solution for their unique needs, ensuring optimal performance and productivity. Cloud computing also enhances collaboration and communication within government agencies and between agencies and external stakeholders. Cloud-based applications and tools enable real-time data sharing and collaboration, improving inter-agency coordination and response times. In conclusion, cloud computing offers numerous benefits to US government agencies, including cost savings, scalability, improved security, efficient data management, customization, and enhanced collaboration.

Market Segmentation

The market 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.

Product

  Hardware
  Software
  Services


Geography

  North America

    US


  Europe

    Germany
    UK


  APAC

    China
    Japan


  South America



  Middle East and Africa

By Product Insights

The hardware segment is estimated to witness significant growth during the forecast period. In the government sector, cloud computing has become an essential component of information and communication technology expenditures. The market for cloud IT hardware is expanding as IaaS, PaaS, and SaaS models gain popularity. The need for quick data processing and analytics is driving the adoption of cloud computing across various industries. Additionally, the availability of various deployment models, including public, private, and hybrid, has accelerated the growth of this market. Cloud computing's benefits exte

According to Cognitive Market Research, the global Government Open Data Management Platform Market size will be USD XX million in 2024. It will expand at a compound annual growth rate (CAGR) of 9.90% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.1% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD XX million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.9% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.3% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.6% from 2024 to 2031.
The large enterprises held the highest Government Open Data Management Platform Market revenue share in 2024.

Market Dynamics of Government Open Data Management Platform Market

Key Drivers for Government Open Data Management Platform Market

Streamlining Procedures and Increasing Productivity to Increase the Demand Globally

Operational effectiveness and process optimization are propelling market expansion. Organizations can increase operational efficiency and streamline procedures by implementing open data management solutions. Organizational data is gathered, managed, organized, and stored with the use of open data management platforms to increase accessibility and usability. These kinds of solutions are commonly applied to business process automation as well as operational optimization and streamlining. For instance, by significantly reducing human engagement and contact during the data extraction procedures, open data management platforms are often used to automate corporate processes. In response to advancements in technology and the creation of increasingly complicated data sets, open data management platforms have developed.

Advancements in Technology to Propel Market Growth

The Government Open Data Management Platform Market has witnessed steady growth, driven by advancements in technology, such as improving analytics, security, and data accessibility. Governments can more effectively manage and use huge volumes of public data because of advances in AI, cloud computing, and big data analytics. By enhancing the integration of data, real-time analysis, and visualization, these technologies promote availability and well-informed decision-making. Furthermore, improvements in cybersecurity guarantee data security, encouraging public confidence. The need for advanced data management platforms in the public sector is being driven by the increasing capacity to handle and exploit open data as a result of technological advancements.

Restraint Factor for the Government Open Data Management Platform Market

Lack of Skilled Workforce in Government Open Data Management Platform to Limit the Sales

The government's open data management platform needs skilled workers to oversee its operations, but a key hindrance to its expansion is the need for a skilled workforce. Understanding HTML, CSS, and JavaScript is necessary for the developer to execute data platform management. Thus, lacking in this fundamental knowledge makes it more difficult to hire the proper specialists, which lowers productivity inside the firm. These important problems make it harder for the market for government open data platform management to expand.

Impact of Covid-19 on the Government Open Data Management Platform Market

The Government Open Data Management Platform Market has witnessed growth. In order for researchers and policymakers to follow the virus's transmission, locate hotspots, and make defensible decisions, open data management technologies were essential in the collection, analysis, and visualization of COVID-19 data. Consequently, the outbreak had a favorable effect on the expansion of the local market. The need for improved data security, the growing focus on data-driven decision-making, the need for transparent and accessible government data, changing...

Latin America's public safety market is poised for significant growth over the next decade, driven by rising crime rates, increased demand for advanced security measures, and government initiatives to bolster public safety. The market, valued at $51.11 million in 2025, is projected to reach a value of $75.68 million by 2033, exhibiting a CAGR of 6.40% during the forecast period (2025-2033). Key drivers shaping the market include urbanization, increasing adoption of advanced technologies such as video surveillance, data analytics, and biometrics, and rising awareness of the importance of public safety. Governments in the region are also focusing on investing in modern public safety solutions to enhance security and improve response times in emergencies. This, coupled with the growing support for private security services, is expected to contribute to the expansion of the public safety market in Latin America. Recent developments include: February 2024: Irisity, a Swedish AI and video analytics software provider, increased investments in Latin America, focusing on public security, transportation, and mission-critical infrastructure. The company supplies technology in countries like Mexico and Argentina and supports emergency services in Ecuador and the Dominican Republic. Additionally, Irisity collaborates with the Uruguayan security firm Grupo Securitas. The regional strategy includes bolstering brand recognition, expanding the team, and fostering partnerships with integrators, resellers, and camera manufacturers., June 2023: Hexagon AB's Safety, Infrastructure & Geospatial division launched a new Citizen Reporting portal for its HxGN OnCall Records suite. The portal allows citizens to file police reports online, search for incident records, request services, and view incident maps. According to the company, this public-facing portal aims to streamline interactions between citizens and law enforcement agencies, increase transparency, and alleviate staffing challenges that public safety agencies and local governments face.. Key drivers for this market are: Increasing Investments in Advanced Cybersecurity Technologies to Protect Sensitive Data, Critical Infrastructure, Stringent Government Regulations to Invest in Safety Measures to Enhance Safety. Potential restraints include: Increasing Investments in Advanced Cybersecurity Technologies to Protect Sensitive Data, Critical Infrastructure, Stringent Government Regulations to Invest in Safety Measures to Enhance Safety. Notable trends are: Software Component to Hold Significant Market Share.

This dataset is a list of Department of Transportation (DOT) Artificial Intelligence (AI) use cases. Artificial intelligence (AI) promises to drive the growth of the United States economy and improve the quality of life of all Americans. Pursuant to Section 5 of Executive Order (EO) 13960, "Promoting the Use of Trustworthy Artificial Intelligence in the Federal Government," Federal agencies are required to inventory their AI use cases and share their inventories with other government agencies and the public. In accordance with the requirements of EO 13960, this spreadsheet provides the mechanism for federal agencies to create their inaugural AI use case inventories. https://www.federalregister.gov/documents/2020/12/08/2020-27065/promoting-the-use-of-trustworthy-artificial-intelligence-in-the-federal-government

ABSTRACT Using data of selected economies of Latin America for the period 1990-2017, this paper aims to provide empirical evidence regarding the effect of disaggregate government spending in the exchange rate. Our results indicate that government investment depreciates the exchange rate whereas government consumption, on the other hand, appreciates it. Both effects are, however, rather small. Our findings support recent literature showing that the relationship among government spending and the exchange rate is ambiguous, challenging the general accepted idea that government spending inevitably appreciates the exchange rate, having thus negative effects on the tradable sector and on growth. Overall, our results allow us to suggest that growth can be stimulated particularly via government investment without detrimental effects on the exchange rate.

Government Open Data Management Platform Market Outlook

The global government open data management platform market size was valued at USD 2.5 billion in 2023 and is projected to reach USD 6.7 billion by 2032, growing at a compound annual growth rate (CAGR) of 11.5% during the forecast period. The rising emphasis on transparency, accountability, and citizen engagement by governments worldwide is a significant driving factor for this market's growth.

The proliferation of digital governance initiatives is one of the primary growth factors for the government open data management platform market. Governments across the globe are increasingly adopting digital platforms to improve public service delivery, enhance citizen engagement, and increase operational efficiency. By providing open access to data, these platforms enable better decision-making and foster innovation among various stakeholders, including businesses, researchers, and the general public. This trend is further accelerated by the growing demand for data-driven governance and public policies that are more responsive and accountable.

Moreover, advancements in data analytics and artificial intelligence (AI) are significantly contributing to the growth of the government open data management platform market. Modern open data platforms are increasingly incorporating sophisticated analytics tools and AI capabilities to offer more insightful and actionable data. These technological advancements enable governments to leverage large datasets for predictive analytics, enhancing their ability to anticipate and respond to public needs effectively. Additionally, the integration of AI in data management platforms helps in automating data processing tasks, thereby improving efficiency and reducing operational costs.

The increasing focus on smart city initiatives is another critical factor driving the demand for government open data management platforms. Smart cities rely heavily on data to optimize urban planning, improve traffic management, enhance public safety, and provide efficient public services. Open data platforms play a crucial role in these initiatives by providing a centralized repository for diverse data sets collected from various sensors and systems across the city. This data can be accessed and analyzed by different stakeholders to develop innovative solutions that address urban challenges and improve the quality of life for citizens.

Government Software plays a pivotal role in the development and implementation of open data management platforms. These software solutions are designed to meet the specific needs of government agencies, providing robust tools for data collection, analysis, and dissemination. By leveraging government software, agencies can ensure data accuracy, enhance transparency, and improve public service delivery. The integration of advanced features such as data visualization, predictive analytics, and machine learning within government software allows for more informed decision-making and policy formulation. As governments continue to prioritize digital transformation, the demand for specialized government software solutions is expected to rise, driving further growth in the open data management platform market.

From a regional perspective, North America holds a significant share of the government open data management platform market, driven by the early adoption of digital governance solutions and the presence of major technology providers in the region. Europe is also a prominent market, with several countries implementing open data policies to promote transparency and citizen participation. The Asia Pacific region is expected to witness substantial growth during the forecast period, supported by increasing government initiatives to digitize public services and the rising adoption of smart city projects. Latin America, the Middle East, and Africa are also anticipated to show promising growth, although at a comparatively slower pace due to varying levels of technological infrastructure and government investment in these regions.

Component Analysis

The government open data management platform market is segmented by component into software and services. Software components include the core data management platforms, which facilitate the collection, storage, and dissemination of open data. These software solutions are designed to handle large volumes of data and provide various functionalities such as data analytics, visualization, and integration. The increasi

The South American data center power market is projected to grow from a market size of $530.5 million in 2025 to $1,293.5 million by 2033, at a CAGR of 10.90% during the forecast period. The market is driven by factors such as the rising demand for data centers, increasing adoption of cloud computing, and stringent government regulations on data security. The need for reliable and uninterrupted power supply for data centers is also fueling the market growth. The market is segmented based on power infrastructure, service, end user, and region. The power infrastructure segment is further sub-segmented into electrical solution (UPS systems, generators, power distribution solutions) and service. The end user segment is classified into IT & telecommunication, BFSI, government, media & entertainment, and other end users. The South America region is further divided into Brazil, Argentina, Chile, Colombia, Peru, Venezuela, Ecuador, Bolivia, Paraguay, and Uruguay. The key players in the market include ABB Ltd, Rolls-Royce PLC, Legrand Group, Schneider Electric SE, Fujitsu Limited, Caterpillar Inc, Rittal GmbH & Co KG, Cisco Systems Inc, Cummins Inc, Vertiv Group Corp, and Eaton Corporation. Recent developments include: June 2023: CyberPower updated Three Phase Intelligent LCD PDUs Firmware. It supports a new environmental sensor, SNEV001, and enables users to turn on/off cipher suites for the SSL Server., June 2023: Vertiv announced its alliance with Modular Data Centers in developing and manufacturing modular data centers headquartered in Brazil. In this partnership, Vertiv contributes thermal and power management solutions for critical infrastructure, while Modular contributes expertise in designing, fabricating, and integrating modular prefabricated data centers (PFM).. Key drivers for this market are: Rising Adoption of Mega Data Centers and Cloud Computing, Increasing Demand to Reduce Operational Costs. Potential restraints include: High Cost of Installation and Maintenance. Notable trends are: The IT & Telecom Segment is Expected to Hold Significant Share.

The North American Rail Network (NARN) Rail Nodes dataset was created in 2016 and was updated on July 18, 2025 from the Federal Railroad Administration (FRA) and is part of the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). The NARN Rail Nodes dataset is a database of North America's railway system at 1:24,000 or better within the United States. The data set covers all 50 States, the District of Columbia, Mexico, and Canada. The dataset holds topology of the network and provides geographic location information. A data dictionary, or other source of attribute information, is accessible at https://doi.org/10.21949/1529070

The North America Satellite Data Services Market would witness market growth of 16.0% CAGR during the forecast period (2024-2031). The US market dominated the North America Satellite Data Services Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a

The global Government Information Construction Service market is experiencing robust growth, driven by increasing government investments in digital infrastructure, the rising adoption of cloud-based solutions, and the need for enhanced data security and interoperability. The market is segmented by application (city and rural) and type (cloud-based and on-premises), with cloud-based solutions witnessing faster adoption due to their scalability, cost-effectiveness, and accessibility. Key players like IBM, Microsoft, SAP, Oracle, and Accenture are actively shaping the market landscape through strategic partnerships, technological innovations, and service offerings tailored to specific government needs. The market's growth is geographically diverse, with North America and Europe currently holding significant market shares, but the Asia-Pacific region is projected to exhibit substantial growth in the coming years driven by increasing digitalization initiatives in countries like India and China. Regulatory changes focused on data privacy and cybersecurity are presenting both opportunities and challenges for market players. The forecast period (2025-2033) anticipates continued expansion, fueled by the ongoing digital transformation within government sectors globally. The adoption of advanced technologies such as artificial intelligence (AI), big data analytics, and blockchain are expected to further propel market growth. While challenges remain, such as the complexity of integrating legacy systems and concerns about data security, the overall market outlook remains positive. The increasing demand for citizen-centric services and improved government efficiency are crucial drivers shaping the long-term trajectory of this market. Competition amongst established players and emerging technology providers is expected to intensify, leading to innovative solutions and competitive pricing.

Graph and download economic data for Share of US Government Securities and Municipal Securities Held by the Top 1% (99th to 100th Wealth Percentiles) (WFRBST01117) from Q3 1989 to Q1 2025 about municipal, wealth, percentile, securities, government, and USA.

The Government Open Data Management Platform market is experiencing robust growth, projected to reach $163.29 million in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 9.73% from 2025 to 2033. This expansion is fueled by increasing government initiatives promoting transparency and citizen engagement through open data, coupled with the rising need for efficient data management and analysis to support evidence-based policymaking. Governments worldwide are recognizing the value of open data in improving public services, fostering economic development, and enhancing citizen trust. The market is segmented by end-users, encompassing large enterprises and SMEs, reflecting the diverse needs and technological capabilities across different government bodies. Leading companies like Microsoft, Oracle, and Esri are actively shaping the market landscape through innovative platform offerings and strategic partnerships, while smaller, specialized firms cater to niche requirements. The North American market currently holds a significant share, driven by early adoption and advanced technological infrastructure, but regions like Asia-Pacific are showing considerable potential for future growth, spurred by rapid digital transformation and increasing government investment in data infrastructure. Market restraints include challenges in data standardization, security concerns, and the need for skilled professionals to manage and analyze complex datasets. However, ongoing technological advancements in areas such as AI and machine learning, coupled with increasing government funding for digital transformation, are expected to mitigate these challenges and drive further market expansion. The competitive landscape is characterized by a blend of established technology giants and specialized open data platform providers. Strategies for success include offering scalable and secure platforms, providing robust data visualization and analytics capabilities, ensuring ease of data integration with existing government systems, and providing strong customer support and training. Industry risks include the evolving regulatory landscape surrounding data privacy and security, competition from open-source alternatives, and the potential for integration challenges with legacy systems. The historical period (2019-2024) likely showed a growth trajectory setting the stage for the robust forecast period (2025-2033). Future market evolution hinges on successful navigation of these challenges and the sustained commitment of governments to open data initiatives.

This dataset provides 5 x 5 km gridded estimates of soil organic carbon (SOC) across Latin America that were derived from existing point soil characterization data and compiled environmental prediction factors for SOC. This dataset is representative for the period between 1980 to 2000s corresponding with the highest density of observations available in the WoSIS system and the covariates used as prediction factors for soil organic carbon across Latin America. SOC stocks (kg/m2) were estimated for the SOC and bulk density point measurements and a spatially explicit measure of the SOC estimation error was also calculated. A modeling ensemble, using a linear combination of five statistical methods (regression Kriging, random forest, kernel weighted nearest neighbors, partial least squared regression and support vector machines) was applied to the SOC stock data at (1) country-specific and (2) regional scales to develop gridded SOC estimates (kg/m2) for all of Latin America. Uncertainty estimates are provided for the two model predictions based on independent model residuals and their full conditional response to the SOC prediction factors.

The South American data center physical security market is experiencing robust growth, projected to reach $99.80 million in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 15.60% from 2025 to 2033. This expansion is driven by several key factors. Firstly, the increasing adoption of cloud computing and the rise of hyperscale data centers across the region necessitate enhanced security measures to protect valuable IT infrastructure and sensitive data. Secondly, stringent government regulations and industry compliance standards are pushing organizations to invest in sophisticated physical security systems, including access control, video surveillance, intrusion detection, and perimeter security solutions. Furthermore, growing awareness of cybersecurity threats and the potential for data breaches is fueling demand for robust physical security solutions that complement digital security measures. The market's growth is also influenced by the expanding digital economy in South America, with increasing e-commerce activity and digital transformation initiatives across various sectors. Leading players like Honeywell International Inc, ABB Ltd, and Johnson Controls International are capitalizing on this growth, offering advanced technologies and integrated security solutions tailored to the specific needs of data centers in the region. The competitive landscape is characterized by a mix of multinational corporations and regional players, leading to innovative solutions and competitive pricing. However, market growth may face challenges such as economic instability in certain South American countries and a potential skills gap in managing and maintaining sophisticated security systems. Despite these restraints, the long-term outlook remains positive, fueled by continuous technological advancements, increasing data center infrastructure investments, and a growing need for reliable and secure data protection in a rapidly digitalizing South America. The market segmentation, while not explicitly detailed, likely encompasses various security solutions, deployment models, and end-user verticals (e.g., banking, finance, government). Future growth will be significantly influenced by the adoption of advanced technologies like AI-powered video analytics and biometrics, enhancing security efficacy and operational efficiency within data centers. Key drivers for this market are: Growing Adoption of Access Control Systems, Advancements in Video Surveillance Systems Connected to Cloud Systems. Potential restraints include: High Costs Associated with Physical Security Infrastructure. Notable trends are: The IT & Telecom Segment to Hold Significant Share.