Analysis of the projects proposed by the seven finalists to USDOT's Smart City Challenge, including challenge addressed, proposed project category, and project description.

The time reported for the speed profiles are between 2:00PM to 8:00PM in increments of 10 minutes.

Smart City Mission is an initiative of Govt. of India. This layer provides boundary of 100 smart cities announced till fourth round. Source of information is http://smartcities.gov.in/content/innerpage/city-wise-projects-under-smart-cities-mission.phpPoint data has been extracted from OpenStreetMap. Please refer OSM website for more details on data contributors.

Smart City Mission is an initiative of Govt. of India. This layer provides boundary of 100 smart cities announced till fourth round. Source of information is http://smartcities.gov.in/content/innerpage/city-wise-projects-under-smart-cities-mission.phpBoundary data has been extracted from OpenStreetMap. Please refer OSM website for more details on data contributors.

This dataset contains data collected during a study "Transparency of open data ecosystems in smart cities: Definition and assessment of the maturity of transparency in 22 smart cities" (Sustainable Cities and Society (SCS), vol.82, 103906) conducted by Martin Lnenicka (University of Pardubice), Anastasija Nikiforova (University of Tartu), Mariusz Luterek (University of Warsaw), Otmane Azeroual (German Centre for Higher Education Research and Science Studies), Dandison Ukpabi (University of Jyväskylä), Visvaldis Valtenbergs (University of Latvia), Renata Machova (University of Pardubice).

This study inspects smart cities’ data portals and assesses their compliance with transparency requirements for open (government) data by means of the expert assessment of 34 portals representing 22 smart cities, with 36 features.

It being made public both to act as supplementary data for the paper and in order for other researchers to use these data in their own work potentially contributing to the improvement of current data ecosystems and build sustainable, transparent, citizen-centered, and socially resilient open data-driven smart cities.

Purpose of the expert assessment The data in this dataset were collected in the result of the applying the developed benchmarking framework for assessing the compliance of open (government) data portals with the principles of transparency-by-design proposed by Lněnička and Nikiforova (2021)* to 34 portals that can be considered to be part of open data ecosystems in smart cities, thereby carrying out their assessment by experts in 36 features context, which allows to rank them and discuss their maturity levels and (4) based on the results of the assessment, defining the components and unique models that form the open data ecosystem in the smart city context.

Methodology Sample selection: the capitals of the Member States of the European Union and countries of the European Economic Area were selected to ensure a more coherent political and legal framework. They were mapped/cross-referenced with their rank in 5 smart city rankings: IESE Cities in Motion Index, Top 50 smart city governments (SCG), IMD smart city index (SCI), global cities index (GCI), and sustainable cities index (SCI). A purposive sampling method and systematic search for portals was then carried out to identify relevant websites for each city using two complementary techniques: browsing and searching. To evaluate the transparency maturity of data ecosystems in smart cities, we have used the transparency-by-design framework (Lněnička & Nikiforova, 2021)*. The benchmarking supposes the collection of quantitative data, which makes this task an acceptability task. A six-point Likert scale was applied for evaluating the portals. Each sub-dimension was supplied with its description to ensure the common understanding, a drop-down list to select the level at which the respondent (dis)agree, and a comment to be provided, which has not been mandatory. This formed a protocol to be fulfilled on every portal. Each sub-dimension/feature was assessed using a six-point Likert scale, where strong agreement is assessed with 6 points, while strong disagreement is represented by 1 point. Each website (portal) was evaluated by experts, where a person is considered to be an expert if a person works with open (government) data and data portals daily, i.e., it is the key part of their job, which can be public officials, researchers, and independent organizations. In other words, compliance with the expert profile according to the International Certification of Digital Literacy (ICDL) and its derivation proposed in Lněnička et al. (2021)* is expected to be met. When all individual protocols were collected, mean values and standard deviations (SD) were calculated, and if statistical contradictions/inconsistencies were found, reassessment took place to ensure individual consistency and interrater reliability among experts’ answers. *Lnenicka, M., & Nikiforova, A. (2021). Transparency-by-design: What is the role of open data portals?. Telematics and Informatics, 61, 101605 *Lněnička, M., Machova, R., Volejníková, J., Linhartová, V., Knezackova, R., & Hub, M. (2021). Enhancing transparency through open government data: the case of data portals and their features and capabilities. Online Information Review.

Test procedure (1) perform an assessment of each dimension using sub-dimensions, mapping out the achievement of each indicator (2) all sub-dimensions in one dimension are aggregated, and then the average value is calculated based on the number of sub-dimensions – the resulting average stands for a dimension value - eight values per portal (3) the average value from all dimensions are calculated and then mapped to the maturity level – this value of each portal is also used to rank the portals.

Description of the data in this data set Sheet#1 "comparison_overall" provides results by portal Sheet#2 "comparison_category" provides results by portal and category Sheet#3 "category_subcategory" provides list of categories and its elements

Format of the file .xls

Licenses or restrictions CC-BY

For more info, see README.txt

The Federal Smart Cities and Communities Task Force created the " Federal Smart Cities and Communities Programs Resource Guide " to facilitate collaboration and coordination between Smart Cities and Communities (SCC) Task Force member agencies, academia, industry, local cities and communities, and other government entities. The Resource Guide describes Federally-funded research and development (R&D) programs in smart cities and communities. These R&D programs seek to connect infrastructure and other physical technology with sensors, communications, and information technology - the essence of smart city and community solutions.

Smart City Market Outlook

The global smart city market size was estimated at $500 billion in 2023 and is projected to reach $3 trillion by 2032, growing at a compound annual growth rate (CAGR) of 23%. This remarkable growth is driven by rapid urbanization, technological advancements, and increasing government initiatives aimed at sustainable development. The convergence of IoT, AI, and data analytics is playing a pivotal role in transforming urban landscapes into interconnected, efficient ecosystems.

One of the primary growth factors of the smart city market is the accelerated pace of urbanization. With more than half of the world’s population now residing in urban areas, cities face increasing pressure to improve infrastructure and services. Smart city technologies offer solutions for efficient resource management, enhanced public safety, and improved quality of life. The need for effective urban planning and sustainable development is pushing governments to adopt smart city initiatives at an unprecedented rate.

Advancements in technology, particularly in IoT, AI, and big data, are significantly contributing to the smart city market's expansion. IoT sensors and devices facilitate real-time data collection, enabling cities to monitor and manage resources such as water, electricity, and waste more efficiently. AI and data analytics are used to interpret this data, providing actionable insights that help in optimizing urban operations, reducing costs, and enhancing citizen services. The integration of these technologies is creating a symbiotic relationship between the digital and physical worlds, driving the evolution of smart cities.

Government support and initiatives are also major catalysts for the growth of the smart city market. Various governments around the world are investing heavily in smart city projects to address urban challenges such as traffic congestion, pollution, and energy consumption. For instance, the European Union has earmarked substantial funding for smart city projects under its Horizon 2020 program. Similarly, countries like China and India have launched extensive smart city missions aimed at transforming urban areas into technologically advanced, sustainable habitats.

Regionally, North America and Europe are leading the smart city market, owing to their advanced technological infrastructure and significant government investments. However, Asia Pacific is expected to exhibit the highest growth rate during the forecast period. Rapid urbanization, coupled with increasing government initiatives in countries like China, India, and Japan, is driving the smart city market in this region. Latin America and the Middle East & Africa are also showing promising growth, supported by improving economic conditions and increasing focus on sustainable development.

Component Analysis

The smart city market is segmented into three primary components: hardware, software, and services. Each of these components plays a crucial role in enabling and enhancing the various functionalities of a smart city. Hardware components include sensors, smart meters, and communication devices, among others. These devices are essential for collecting real-time data from various urban environments, which is then used to monitor and manage city operations.

Software solutions are integral to the smart city market as they provide the platforms and applications needed to analyze and interpret the data collected by hardware devices. These software solutions enable various functions such as traffic management, energy management, and public safety. They also offer predictive analytics capabilities, which help city administrators anticipate and mitigate potential issues before they escalate. The increasing complexity and volume of data generated by smart cities necessitate robust software solutions to manage and analyze this data effectively.

Services are another critical component of the smart city market. These include consulting services, system integration, and managed services, which are essential for the successful implementation and operation of smart city projects. Consulting services help cities identify their specific needs and design customized smart city solutions. System integration services ensure that various hardware and software components work seamlessly together, while managed services provide ongoing support and maintenance to ensure the smooth functioning of smart city systems.

The hardware segment is expected to account for a significant share of the smart city market, driv

The size of the IoT in Smart Cities Market was valued at USD 110.56 USD Billion in 2023 and is projected to reach USD 188.26 USD Billion by 2032, with an expected CAGR of 7.9% during the forecast period. IoT (Internet of Things) in smart cities refers to the integration of interconnected devices, sensors, and networks to improve urban infrastructure, services, and management. By enabling real-time data collection and analysis, IoT technologies facilitate smarter decision-making, resource optimization, and enhanced citizen experiences. For example, IoT sensors can monitor traffic flow, optimize street lighting, track waste management, and enhance public safety through surveillance and emergency systems. Additionally, IoT enables energy-efficient buildings, environmental monitoring, and better public transport systems. The use of IoT in smart cities helps create more sustainable, efficient, and livable urban environments while fostering innovation in governance and community services. This growth is attributed to factors such as government initiatives for smart city development, increasing focus on energy efficiency, rising demand for improved public safety and infrastructure, and advancements in wireless technologies like 5G. Key drivers for this market are: Increasing Adoption of Cloud-based Managed Services to Drive Market Growth. Potential restraints include: Security and Privacy Risks with IoT in Smart Cities to Challenge Growth. Notable trends are: Growing Implementation of Touch-based and Voice-based Infotainment Systems to Increase Adoption of Intelligent Cars.

Smart Cities Market Outlook

As of 2023, the global smart cities market is estimated to have a market size of approximately USD 450 billion. This market is expected to grow at a robust CAGR of 15.6% from 2024 to 2032, reaching a projected valuation of USD 1.39 trillion by the end of the forecast period. The primary drivers behind this dynamic growth include rapid urbanization, increasing investments in sustainable urban solutions, and the escalating demand for efficient resource management. The integration of advanced technologies such as IoT, AI, and big data analytics into urban planning and development is catalyzing the transformation of traditional cities into smart cities, thereby driving market expansion.

The growth of the smart cities market is significantly fueled by the urgent need for sustainable urbanization. As cities across the globe continue to grapple with the challenges posed by burgeoning populations, there is a pressing demand for smart solutions that optimize city operations and enhance the quality of life for residents. Smart solutions, ranging from energy-efficient infrastructure to intelligent transportation systems, are becoming pivotal in addressing issues such as traffic congestion, pollution, and resource depletion. Governments worldwide are increasingly prioritizing smart city initiatives to foster sustainable urban environments, which is a major growth factor for this market.

Technological advancements are another critical growth factor propelling the smart cities market. The integration of the Internet of Things (IoT) and Artificial Intelligence (AI) is revolutionizing urban landscapes by enabling real-time data collection and analysis, which, in turn, enhances decision-making processes. These technologies facilitate the development of interconnected systems that improve urban management and service delivery in areas such as healthcare, energy, and infrastructure. Moreover, the emergence of blockchain technology is contributing to the security and transparency of data transactions in smart city ecosystems, further driving market growth.

In addition to technology and sustainability, the increasing investments from both public and private sectors are significantly boosting the smart cities market. Governments are allocating substantial funds for the development of smart city projects, while private companies are investing in innovative solutions to gain a competitive edge. Collaborative partnerships between local governments and technology firms are becoming commonplace, fostering the development of smart solutions tailored to address specific urban challenges. This influx of investment is not only accelerating the deployment of smart city technologies but also enhancing their adoption across various regions.

Smart City & Connected City Solutions are becoming increasingly vital as urban areas strive to enhance connectivity and improve the quality of life for their residents. These solutions encompass a wide range of technologies designed to create interconnected urban environments where data flows seamlessly between various city systems. By integrating communication networks, smart city solutions enable real-time monitoring and management of urban services, such as traffic control, energy distribution, and public safety. This interconnectedness not only optimizes resource utilization but also enhances the responsiveness of city administrations to the needs of their citizens. As cities continue to grow and evolve, the demand for Smart City & Connected City Solutions is expected to rise, driving further innovation and investment in this sector.

Regionally, the Asia Pacific is leading the smart cities market, driven by rapid urbanization and significant government initiatives toward smart city development. Countries such as China, India, and Japan are at the forefront, with substantial investments in smart technologies to enhance urban living standards. North America follows closely, with cities like New York, San Francisco, and Toronto investing heavily in smart infrastructure and technology to bolster city management and sustainability. In Europe, the focus is on sustainable and inclusive urban solutions, with countries like Germany and the Netherlands pioneering in smart city projects. Meanwhile, Latin America and the Middle East & Africa are witnessing gradual growth, as nations in these regions begin to recognize the potential of smart cities in addressing urban challenges.

Component Analysis

The global Smart Cities System market is experiencing robust growth, driven by increasing urbanization, the need for improved infrastructure management, and the rising adoption of advanced technologies like IoT, AI, and big data analytics. The market, currently valued at approximately $50 billion in 2025 (an estimated figure based on typical market sizes for similar technology sectors), is projected to exhibit a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This growth is fueled by several key drivers, including government initiatives promoting smart city development, the need for enhanced public safety and security, and the desire to improve resource efficiency (energy, water, waste management). The cloud-based segment currently dominates the market due to its scalability and cost-effectiveness, while government officials and city planners represent the largest application segment, reflecting the crucial role smart city systems play in urban planning and governance. However, challenges such as high initial investment costs, cybersecurity concerns, and data privacy issues could potentially restrain market growth. Technological advancements are shaping market trends. The integration of 5G networks is enabling faster data transmission and real-time analysis, enhancing the effectiveness of smart city applications. The increasing adoption of AI and machine learning algorithms is leading to more sophisticated solutions capable of predictive maintenance, optimized resource allocation, and improved citizen services. Furthermore, the growing emphasis on sustainable urban development is driving the demand for energy-efficient and environmentally friendly smart city technologies. The market is also witnessing a rise in public-private partnerships, accelerating the deployment of smart city infrastructure and fostering innovation. Competition is intense, with established players like AT&T and Verizon Business alongside innovative startups such as Citymatica and GeoPal Solutions vying for market share. Geographic expansion is another key trend, with emerging economies in Asia-Pacific and the Middle East & Africa showing significant growth potential.

In 2022, the leading global digital city on the index ranking shown here was Copenhagen with a score of ****. Seoul, Beijing, Amsterdam, and Singapore rounded out the top 5 for the best digital cities.

Technical Report - Investigating Challenges and Success Factors in Deploying Government Information Systems in the Domain of Smart Cities

Intelligent City (Smart City) Market Outlook

The global Intelligent City (Smart City) market size was valued at approximately USD 720 billion in 2023 and is projected to reach a staggering USD 2.5 trillion by 2032, growing at an impressive CAGR of 14.5% during the forecast period. This growth is primarily driven by the increasing urbanization, government initiatives for smart infrastructure development, and advancements in technology.

One of the primary growth factors of the Smart City market is the rapid urbanization occurring globally. As urban populations swell, there is a pressing need to develop infrastructure that can handle the increased demand for services. This has led to significant investments in smart technologies that can optimize resource usage, improve city governance, and enhance the quality of life for residents. Governments across the world are increasingly recognizing the potential of smart cities to not only manage urbanization but also to create more sustainable and efficient urban environments.

Technological advancements also play a pivotal role in the growth of the Intelligent City market. The integration of Internet of Things (IoT), Artificial Intelligence (AI), Blockchain, and 5G technologies into urban infrastructure is creating new opportunities for innovation. These technologies enable real-time data collection and analytics, which can be used to optimize traffic flow, manage waste efficiently, and improve public safety, among other applications. The ongoing rollout of 5G networks, in particular, is expected to significantly boost the capabilities of smart city solutions, providing the high-speed connectivity required for real-time data processing and advanced applications.

Another critical driver of market growth is the increasing focus on sustainability and environmental conservation. Smart cities are designed to be more energy-efficient and environmentally friendly. They use smart grids, renewable energy sources, and intelligent waste management systems to reduce their carbon footprint. This focus on sustainability is not only beneficial for the environment but also helps cities to reduce operational costs and improve the quality of life for their inhabitants. Moreover, as climate change continues to pose significant risks, the adoption of smart city solutions is becoming increasingly urgent.

From a regional outlook perspective, the Asia Pacific region is expected to lead the market growth, driven by the rapid development of smart cities in countries like China, India, and Japan. These nations are investing heavily in smart infrastructure to cope with their growing urban populations and to maintain economic competitiveness. North America and Europe are also significant markets due to their advanced technological ecosystems and strong government support for smart city initiatives. Meanwhile, regions such as Latin America and the Middle East & Africa are gradually catching up, motivated by the need to improve urban living conditions and economic development.

Component Analysis

The Intelligent City market is segmented by components into hardware, software, and services. The hardware segment includes various physical devices and systems required to implement smart city solutions, such as sensors, cameras, and smart meters. This segment is essential as it forms the backbone of any smart city infrastructure, enabling the collection of real-time data. The increasing demand for advanced hardware solutions is driven by the need for accurate data collection and monitoring, which are crucial for the effective functioning of smart city applications.

Software is another critical component segment in the Smart City market. It encompasses various applications and platforms that analyze and interpret data collected by hardware components. Software solutions are vital for enabling smart governance, smart transportation, and other smart city applications. Advancements in AI, machine learning, and big data analytics are revolutionizing this segment, providing more sophisticated tools for city management. The flexibility and scalability offered by software solutions make them indispensable for the continuous evolution of smart cities.

The services segment includes consulting, integration, and maintenance services that support the implementation and ongoing management of smart city projects. These services are crucial for ensuring that smart city solutions are correctly deployed and continue to operate efficiently. The complexity of integrating various smart components and the need for regular maintenance dri

Smart City Market Report is Segmented by Solution (Smart Mobility Management, Smart Public Safety, and More), Component (Hardware, Software, and Services), Deployment Model (Cloud and On-Premises), End-User (Government and Municipal, Residential, and More), and by Geography. The Market Forecasts are Provided in Terms of Value (USD).

The Smart Cities and Communities Task Force, a body under the NITRD Cyber-Physical Systems Interagency Working Group, developed Connecting and Securing Communities to provide Federal agencies with guidance in supporting research, development, demonstration, and deployment (RDD&D) of technology to enable U.S. cities and communities to build “smart” infrastructure, systems, and services. Five high-level recommended practices are provided to inform Federal agencies in supporting smart city and community efforts. Four effective approaches, illustrated by case studies from current and past Federal programs and projects, are provided to assist agencies in facilitating job growth and economic prosperity through Federally funded RDD&D in smart cities and communities. Connecting and Securing Communities envisions Federal agencies working with industry, local leaders, civil society, academia, and other key stakeholders to accelerate the development and implementation of new discoveries and innovations that enable cities and communities to achieve their local goals and address their most important challenges.

This statistic displays the number of smart city projects worldwide in 2016, broken down by region. At that time, there were ** smart city projects in the Asia Pacific region, primarily falling under the smart government industry sector.

Macquarie University and the City of Ryde Council installed pedestrian-counting sensors throughout Macquarie Park, as part of a project to ease congestion in the growing education, residential, retail and business hub.

The pedestrian counters monitored pedestrian flow and blockages, and the data will be used to improve safety and connectivity to transport services.

Historical transport, parking and pedestrian data are consolidated on an open-source platform to inform planners and local businesses across Macquarie Park.

A dashboard to view the data can be found at http://smartcity-api.science.mq.edu.au/

The raw data that makes up the dashboard is available below.

By 2021, it was estimated that the informationization of smart city government in China would reach **** billion yuan. Smart city construction dominated by the government were densely carried out in the last few years.

Big Data in Smart Cities Market Outlook

The global market size for Big Data in Smart Cities is projected to grow from USD 30 billion in 2023 to USD 90 billion by 2032, at a compound annual growth rate (CAGR) of 14%. This growth is driven by the increasing urbanization and the need for efficient city management solutions. Smart cities leverage big data to optimize resources, enhance public services, and improve the overall quality of urban life, making it a critical investment for governments worldwide.

One of the primary growth factors for the Big Data in Smart Cities market is the rapid urbanization occurring globally. As more people migrate to cities, the pressure on urban infrastructure and services intensifies. This necessitates the adoption of advanced technologies to manage resources efficiently and sustainably. Governments and city planners are increasingly turning to big data analytics to monitor and manage urban resources such as water, electricity, and transportation more effectively. This technological integration not only improves the functionality of city services but also enhances the quality of life for residents.

Another significant growth driver is the increasing investment from both public and private sectors in smart city initiatives. Governments are allocating substantial budgets to develop smart city projects aimed at creating more livable, sustainable, and resilient urban environments. Private companies are also investing heavily in smart city technologies, including big data analytics, to capitalize on emerging opportunities. These investments are spurred by the potential for significant returns, as efficient city management can lead to cost savings and revenue generation. The collaboration between public and private entities is fostering innovation and accelerating the deployment of big data solutions in urban settings.

The growing adoption of the Internet of Things (IoT) is also propelling the Big Data in Smart Cities market. IoT devices generate vast amounts of data that can be analyzed to gain insights into various aspects of urban life, from traffic patterns to energy consumption. The integration of IoT with big data analytics allows for real-time monitoring and decision-making, which is crucial for the dynamic and complex environments of smart cities. As IoT technology becomes more widespread and affordable, its role in smart city solutions is expected to expand, further driving the market growth for big data analytics.

Smart City Platforms play a pivotal role in the integration and management of various technologies within urban environments. These platforms serve as the backbone for data collection, analysis, and dissemination, enabling cities to leverage big data effectively. By providing a centralized framework, Smart City Platforms facilitate the seamless interaction between IoT devices, data analytics tools, and city management systems. This integration is crucial for achieving the goals of smart city initiatives, such as enhancing public services, optimizing resource use, and improving the quality of life for residents. As cities continue to evolve and embrace digital transformation, the importance of robust and scalable Smart City Platforms cannot be overstated.

Regionally, North America is expected to hold a significant share of the Big Data in Smart Cities market due to early adoption and substantial investments in smart city projects. Europe follows closely, with numerous initiatives aimed at sustainable urban development. The Asia Pacific region is anticipated to witness the highest growth rate, driven by rapid urbanization, government initiatives, and increasing technological advancements. Latin America and the Middle East & Africa are also expected to contribute to market growth, albeit at a slower pace, as smart city projects in these regions are still in the nascent stages.

Component Analysis

The Big Data in Smart Cities market is segmented into Software, Hardware, and Services based on components. The software segment includes analytics platforms, data management software, and various applications designed to manage and analyze urban data. This segment is expected to witness significant growth due to the increasing demand for advanced analytics to derive actionable insights from vast amounts of data generated in smart cities. The need for real-time data processing and predictive analytics is driving the adoption of sophisticated software solutions, which are crucial for effective city management.&

This dataset lists the current status of our Courts, Fields, and Park Gates within a 10 minute period of time due to timing of sensors relaying information and processing times to generate this dataset. The data in this dataset updates every 5 minutes from our Smart City Dashboard provided by Varidx. Please contact bwhitehead@morrisvillenc.gov if you have further questions about the data.

City Profile Census Data
This dataset falls under the category Planning & Policy Planning.
It contains the following data: Information on the population
This dataset was scouted on 2022-02-24 as part of a data sourcing project conducted by TUMI. License information might be outdated: Check original source for current licensing. The data can be accessed using the following URL / API Endpoint: https://smartcities.data.gov.in/resources/city-profile-census-data