Of the most populous cities in the U.S., San Jose, California had the highest annual income requirement at 288,953 U.S. dollars annually for homeowners to have an affordable and comfortable life in 2024. This can be compared to Houston, Texas, where homeowners needed an annual income of 87,991 U.S. dollars in 2024.

This statistic shows a ranking of the best U.S. federal states to live in, according to selected metrics and based on a survey among more than 530,000 Americans. The survey was conducted between January 2011 and June 2012. The findings are presented as index scores composed of the scores regarding various parameters*. According to this index, Utah is the city with the highest liveability and life quality, as it scored 7.5 points.

The U.S. Census defines Asian Americans as individuals having origins in any of the original peoples of the Far East, Southeast Asia, or the Indian subcontinent (U.S. Office of Management and Budget, 1997). As a broad racial category, Asian Americans are the fastest-growing minority group in the United States (U.S. Census Bureau, 2012). The growth rate of 42.9% in Asian Americans between 2000 and 2010 is phenomenal given that the corresponding figure for the U.S. total population is only 9.3% (see Figure 1). Currently, Asian Americans make up 5.6% of the total U.S. population and are projected to reach 10% by 2050. It is particularly notable that Asians have recently overtaken Hispanics as the largest group of new immigrants to the U.S. (Pew Research Center, 2015). The rapid growth rate and unique challenges as a new immigrant group call for a better understanding of the social and health needs of the Asian American population.

This study was designed to collect comprehensive data on the types of "crime prevention through environmental design" (CPTED) methods used by cities of 30,000 population and larger, the extent to which these methods were used, and their perceived effectiveness. A related goal was to discern trends, variations, and expansion of CPTED principles traditionally employed in crime prevention and deterrence. "Security by design" stems from the theory that proper design and effective use of the built environment can lead to a reduction in the incidence and fear of crime and an improvement in quality of life. Examples are improving street lighting in high-crime locations, traffic re-routing and control to hamper drug trafficking and other crimes, inclusion of security provisions in city building codes, and comprehensive review of planned development to ensure careful consideration of security. To gather these data, the United States Conference of Mayors (USCM), which had previously studied a variety of issues including the fear of crime, mailed a survey to the mayors of 1,060 cities in 1994. Follow-up surveys were sent in 1995 and 1996. The surveys gathered information about the role of CPTED in a variety of local government policies and procedures, local ordinances, and regulations relating to building, local development, and zoning. Information was also collected on processes that offered opportunities for integrating CPTED principles into local development or redevelopment and the incorporation of CPTED into decisions about the location, design, and management of public facilities. Questions focused on whether the city used CPTED principles, which CPTED techniques were used (architectural features, landscaping and landscape materials, land-use planning, physical security devices, traffic circulation systems, or other), the city department with primary responsibility for ensuring compliance with CPTED zoning ordinances/building codes and other departments that actively participated in that enforcement (mayor's office, fire department, public works department, planning department, city manager, economic development office, police department, building department, parks and recreation, zoning department, city attorney, community development office, or other), the review process for proposed development, security measures for public facilities, traffic diversion and control, and urban beautification programs. Respondents were also asked about other security-by-design features being used, including whether they were mandatory or optional, if optional, how they were instituted (legislation, regulation, state building code, or other), and if applicable, how they were legislated (city ordinance, city resolution, or state law). Information was also collected on the perceived effectiveness of each technique, if local development regulations existed regarding convenience stores, if joint code enforcement was in place, if banks, neighborhood groups, private security agencies, or other groups were involved in the traffic diversion and control program, and the responding city's population, per capita income, and form of government.

This data publication contains racial/ethnic population data within a 10-minute walk around each of 122,988 urban parks across the United States. These data represent information on the location of publicly accessible parks from the Trust for Public Lands ParkServe 2022 database. The ParkServe data also includes information about trail length, trail location, and playground size and location from 2022. Information on tree canopy comes from the Mult-Resolution Land Characteristics Consortium National Land Cover Database released in 2021 and which is based on imagery from 2019. Heat was calculated based on USGS Landsat data from June, July, and August of 2018, 2019, and 2020. Noise was based on modeled data from a 2014 National Parks Service Mapping Sound Project. Demographic information was aggregated to the block level excluding water using the United States 2020 Census. Data in this package include a comma-separated values (CSV) file with information about the characteristics of each park (e.g., size, number of trails, average land surface temperature), as well as transformed versions of this CSV file where parks are grouped by census division or other characteristics for the purpose of analysis. Additionally, CSV files are provided where the full data are summarized by both census division and racial/ethnic groups (e.g., average temperature of parks in division 1) as well as the full results of statistical tests such as two way ANOVAs. The R code included in this package allows the user to reproduce the figures and conduct all statistical analysis from the associated article.Our study demonstrates how inequities in access to high quality parks are widespread across the country. We compared racial/ethnic differences in access to higher quality parks within cities across the continental United States to answer the following research questions: 1) What is the racial/ethnic composition of the population living within a 10-minute walk of U.S. urban parks in comparison to that city as a whole? 2) Does the distribution of park amenities differ with the racial/ethnic composition of surrounding neighborhoods? 3) How do these patterns in proximity and quality vary across different regions of the U.S.?For more information about this study and these data, see Winkler et al. (2024).

These data were published on 09/10/2024. Minor metadata updates made on 11/08/2024.

Introduction

According to Smart City Statistics, A smart city is an urban area that uses technology, data, and innovative solutions to enhance the quality of life for its residents, optimize resource management, and improve overall urban operations. The concept of a smart city revolves around integrating various digital technologies and data-driven strategies to address urban challenges and create more sustainable, efficient, and livable environments.

Ultimately, a smart city aims to improve its inhabitants' overall quality of life by providing efficient services, reducing pollution, enhancing public spaces, and promoting social inclusion.

According to Cognitive Market Research, the global smart cities market size is USD 552158.6 million in 2024. It will expand at a compound annual growth rate (CAGR) of 16.00% 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 220863.44 million in 2024 and will grow at a compound annual growth rate (CAGR) of 14.2% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 1656432771.08 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 126996.48 million in 2024 and will grow at a compound annual growth rate (CAGR) of 18.0% from 2024 to 2031.
Latin America had a market share for more than 5% of the global revenue with a market size of USD 27607.93 million in 2024 and will grow at a compound annual growth rate (CAGR) of 15.4% 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 11043.17 million in 2024 and will grow at a compound annual growth rate (CAGR) of 15.7% from 2024 to 2031.
The smart transportation

Market Dynamics of Smart cities Market

Key Drivers for Smart cities Market

Rapid urban growth to increase the demand globally

Rapid urban growth is significantly driving the global demand for smart city solutions. As cities expand, the need for efficient management of resources and infrastructure becomes critical. This urbanization surge is accompanied by increasing populations, leading to greater strain on transportation systems, energy supplies, and public services. To address these challenges, cities worldwide are turning to smart technologies. These innovations enhance urban living by improving traffic management, reducing energy consumption, and streamlining waste disposal. Additionally, smart solutions foster economic development and environmental sustainability. By leveraging advanced technologies such as IoT and AI, urban areas can become more resilient, adaptive, and efficient. This transformation is essential for accommodating the burgeoning urban populations and ensuring sustainable growth in the future.

Policies and funding for smart city projects to propel market growth

Policies and funding for smart city projects are crucial drivers of market growth, providing the necessary framework and resources for development. Governments worldwide are recognizing the importance of smart cities in addressing urban challenges and enhancing the quality of life. By implementing supportive policies, they create an environment conducive to innovation and collaboration between public and private sectors. Significant financial investments are being directed towards infrastructure upgrades, technology deployment, and research initiatives. These funds facilitate the integration of advanced technologies such as IoT, AI, and data analytics into urban planning and management. Additionally, grants and incentives encourage businesses and startups to participate in smart city initiatives. This robust support accelerates the development and adoption of smart city solutions, driving substantial market expansion and progress.

Restraint Factor for the Smart cities Market

Challenges in ensuring different systems and technologies work seamlessly together to Limit the Sales

Ensuring different systems and technologies work seamlessly together poses significant challenges that can limit sales in the smart cities market. Interoperability issues arise due to the diverse range of technologies, platforms, and standards used in smart city solutions. These discrepancies can lead to integration difficulties, where systems fail to communicate effectively, resulting in inefficiencies and data silos. Additionally, the lack of unified standards and protocols complicates the deployment and scaling of smart solutions. This fragmentation not only increases implementation costs but also deters potential investors and city planners wary of technical complexities and risks. As a result, the market's growth is hampered by the slow adoption rate, as stakeholders seek reliable and compatible solutions to ensure seamless operation and long-term sustainability.

Impact of Covid-19 on the Smart cities Market

The COVID-19 pandemic has had a notable negative impact on the smart cities market. Economic downturns and budget reallocations have led to ...

This layer shows poverty status by age group. Data is from US Census American Community Survey (ACS) 5-year estimates.This layer is symbolized to show the percentage of the population whose income falls below the Federal poverty line. To see the full list of attributes available in this service, go to the "Data" tab, and choose "Fields" at the top right (in ArcGIS Online). To view only the census tracts that are predominantly in Tempe, add the expression City is Tempe in the map filter settings.A ‘Null’ entry in the estimate indicates that data for this geographic area cannot be displayed because the number of sample cases is too small (per the U.S. Census).Vintage: 2016-2020ACS Table(s): B17020 (Not all lines of these ACS tables are available in this feature layer.)Data downloaded from: Census Bureau's API for American Community Survey Data Preparation: Data curated from Esri Living Atlas clipped to Census Tract boundaries that are within or adjacent to the City of Tempe boundaryDate of Census update: March 17, 2022National Figures: data.census.govAdditional Census data notes and data processing notes are available at the Esri Living Atlas Layer:https://tempegov.maps.arcgis.com/home/item.html?id=0e468b75bca545ee8dc4b039cbb5aff6 (Esri's Living Atlas always shows latest data)

According to the Hurun Global Rich List 2024, the city with the highest number of billionaires in 2024 was New York. In detail, 119 billionaires resided in the American city. Furthermore, 97 billionaires lived in London, while Mumbai had a billionaire population of 92 individuals. New York was the only city in the world with more than 100 billionaires that year. Mega-cities of the world A large number of the world’s billionaires are concentrated in a select number of the world’s mega-cities. This has as much to do with the location of their wealth, business interests, and further earning potential, as does the quality of life in those cities. A look at the most significant industries in the global billionaire production line helps to explain the prominence of the traditional capitals of global business including New York, London and Hong Kong. The place of many Chinese cities on the list can in part be explained by the strong performance of industrial conglomerates from the country in recent years. Economic growth in China While New York is the city with the highest number of billionaires, China now boasts the most billionaires of any country in the world. However, eight of the top ten wealthiest billionaires still came from the United States as of 2024.

The statistic shows the total population in Canada from 2019 to 2023, with projections up until 2029. In 2023, the total population in Canada amounted to about 39.97 million inhabitants. Population of Canada Canada ranks second among the largest countries in the world in terms of area size, right behind Russia, despite having a relatively low total population. The reason for this is that most of Canada remains uninhabited due to inhospitable conditions. Approximately 90 percent of all Canadians live within about 160 km of the U.S. border because of better living conditions and larger cities. On a year to year basis, Canada’s total population has continued to increase, although not dramatically. Population growth as of 2012 has amounted to its highest values in the past decade, reaching a peak in 2009, but was unstable and constantly fluctuating. Simultaneously, Canada’s fertility rate dropped slightly between 2009 and 2011, after experiencing a decade high birth rate in 2008. Standard of living in Canada has remained stable and has kept the country as one of the top 20 countries with the highest Human Development Index rating. The Human Development Index (HDI) measures quality of life based on several indicators, such as life expectancy at birth, literacy rate, education levels and gross national income per capita. Canada has a relatively high life expectancy compared to many other international countries, earning a spot in the top 20 countries and beating out countries such as the United States and the UK. From an economic standpoint, Canada has been slowly recovering from the 2008 financial crisis. Unemployment has gradually decreased, after reaching a decade high in 2009. Additionally, GDP has dramatically increased since 2009 and is expected to continue to increase for the next several years.

According to a recent study, Colombia had the lowest monthly cost of living in Latin America with 546 U.S. dollars needed for basic living. In contrast, four countries had a cost of living above one thousand dollars, Costa Rica, Chile, Panama and Uruguay. In 2022, the highest minimum wage in the region was recorded by Ecuador with 425 dollars per month.

Can Latin Americans survive on a minimum wage? Even if most countries in Latin America have instated laws to guarantee citizens a basic income, these minimum standards are often not enough to meet household needs. For instance, it was estimated that almost 22 million people in Mexico lacked basic housing services. Salary levels also vary greatly among Latin American economies. In 2022, the average net monthly salary in Brazil was lower than Ecuador's minimum wage.

What can a minimum wage afford in Latin America? Latin American real wages have generally risen in the past decade. However, consumers in this region still struggle to afford non-basic goods, such as tech products. Recent estimates reveal that, in order to buy an iPhone, Brazilian residents would have to work more than two months to be able to pay for it. A gaming console, on the other hand, could easily cost a Latin American worker several minimum wages.