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.

In 2024, the CPI in U.S. cities averaged at 313.7. However, the CPI for the New York-Newark-Jersey City metropolitan area amounted to about 334.21. Prices in New York City were significantly higher than the U.S. average. Nonetheless, the San Diego-Carlsbad area ranked first with a CPI of 373.32.The monthly inflation rate for the United States can be found here.

West Virginia and Kansas had the lowest cost of living across all U.S. states, with composite costs being half of those found in Hawaii. This was according to a composite index that compares prices for various goods and services on a state-by-state basis. In West Virginia, the cost of living index amounted to 84.8 - well below the national benchmark of 100. Nevada - which had an index value of 100.1 - was only slightly above that benchmark. Expensive places to live included Hawaii, Massachusetts, and California Housing costs in the U.S. Housing is usually the highest expense in a household’s budget. In 2023, the average house sold for approximately 427,000 U.S. dollars, but house prices in the Northeast and West regions were significantly higher. Conversely, the South had some of the least expensive housing. In West Virginia, Mississippi, and Louisiana, the median price of the typical single-family home was less than 200,000 U.S. dollars. That makes living costs in these states significantly lower than in states such as Hawaii and California, where housing is much more expensive. What other expenses affect the cost of living? Utility costs such as electricity, natural gas, water, and internet also influence the cost of living. In Alaska, Hawaii, and Connecticut, the average monthly utility cost exceeded 500 U.S. dollars. That was because of the significantly higher prices for electricity and natural gas in these states.

How many incorporated places are registered in the U.S.?

There were 19,502 incorporated places registered in the United States as of July 31, 2019. 16,410 had a population under 10,000 while, in contrast, only 10 cities had a population of one million or more.

Small-town America

Suffice it to say, almost nothing is more idealized in the American imagination than small-town America. When asked where they would prefer to live, 30 percent of Americans reported that they would prefer to live in a small town. Americans tend to prefer small-town living due to a perceived slower pace of life, close-knit communities, and a more affordable cost of living when compared to large cities.

An increasing population

Despite a preference for small-town life, metropolitan areas in the U.S. still see high population figures, with the New York, Los Angeles, and Chicago metro areas being the most populous in the country. Metro and state populations are projected to increase by 2040, so while some may move to small towns to escape city living, those small towns may become more crowded in the upcoming decades.

As of mid-2024, Montevideo ranked as the second Latin American and Caribbean metropolis with the highest cost of living index. The Uruguayan capital obtained an index score of 54.1, only second to Port of Spain, in Trinidad and Tobago, with 56.4 points. Monterrey and Panama City were the third and fourth most expensive cities to live in Latin America and the Caribbean that year, with scores surpassing 45 points each.

This table contains data on the percent of households paying more than 30% (or 50%) of monthly household income towards housing costs for California, its regions, counties, cities/towns, and census tracts. Data is from the U.S. Department of Housing and Urban Development (HUD), Consolidated Planning Comprehensive Housing Affordability Strategy (CHAS) and the U.S. Census Bureau, American Community Survey (ACS). The table is part of a series of indicators in the [Healthy Communities Data and Indicators Project of the Office of Health Equity] Affordable, quality housing is central to health, conferring protection from the environment and supporting family life. Housing costs—typically the largest, single expense in a family's budget—also impact decisions that affect health. As housing consumes larger proportions of household income, families have less income for nutrition, health care, transportation, education, etc. Severe cost burdens may induce poverty—which is associated with developmental and behavioral problems in children and accelerated cognitive and physical decline in adults. Low-income families and minority communities are disproportionately affected by the lack of affordable, quality housing. More information about the data table and a data dictionary can be found in the Attachments.

There is more to housing affordability than the rent or mortgage you pay. Transportation costs are the second-biggest budget item for most families, but it can be difficult for people to fully factor transportation costs into decisions about where to live and work. The Location Affordability Index (LAI) is a user-friendly source of standardized data at the neighborhood (census tract) level on combined housing and transportation costs to help consumers, policymakers, and developers make more informed decisions about where to live, work, and invest. Compare eight household profiles (see table below) —which vary by household income, size, and number of commuters—and see the impact of the built environment on affordability in a given location while holding household demographics constant.*$11,880 for a single person household in 2016 according to US Dept. of Health and Human Services: https://aspe.hhs.gov/computations-2016-poverty-guidelinesThis layer is symbolized by the percentage of housing and transportation costs as a percentage of income for the Median-Income Family profile, but the costs as a percentage of income for all household profiles are listed in the pop-up:Also available is a gallery of 8 web maps (one for each household profile) all symbolized the same way for easy comparison: Median-Income Family, Very Low-Income Individual, Working Individual, Single Professional, Retired Couple, Single-Parent Family, Moderate-Income Family, and Dual-Professional Family.An accompanying story map provides side-by-side comparisons and additional context.--Variables used in HUD's calculations include 24 measures such as people per household, average number of rooms per housing unit, monthly housing costs (mortgage/rent as well as utility and maintenance expenses), average number of cars per household, median commute distance, vehicle miles traveled per year, percent of trips taken on transit, street connectivity and walkability (measured by block density), and many more.To learn more about the Location Affordability Index (v.3) visit: https://www.hudexchange.info/programs/location-affordability-index/. There you will find some background and an FAQ page, which includes the question:"Manhattan, San Francisco, and downtown Boston are some of the most expensive places to live in the country, yet the LAI shows them as affordable for the typical regional household. Why?" These areas have some of the lowest transportation costs in the country, which helps offset the high cost of housing. The area median income (AMI) in these regions is also high, so when costs are shown as a percent of income for the typical regional household these neighborhoods appear affordable; however, they are generally unaffordable to households earning less than the AMI.Date of Coverage: 2012-2016 Date Released: March 2019Date Downloaded from HUD Open Data: 4/18/19Further Documentation:LAI Version 3 Data and MethodologyLAI Version 3 Technical Documentation_**The documentation below is in reference to this items placement in the NM Supply Chain Data Hub. The documentation is of use to understanding the source of this item, and how to reproduce it for updates**

Title: Location Affordability Index - NMCDC Copy

Summary: This layer contains the Location Affordability Index from U.S. Dept. of Housing and Urban Development (HUD) - standardized household, housing, and transportation cost estimates by census tract for 8 household profiles.

Notes: This map is copied from source map: https://nmcdc.maps.arcgis.com/home/item.html?id=de341c1338c5447da400c4e8c51ae1f6, created by dianaclavery_uo, and identified in Living Atlas.

Prepared by: dianaclavery_uo, copied by EMcRae_NMCDC

Source: This map is copied from source map: https://nmcdc.maps.arcgis.com/home/item.html?id=de341c1338c5447da400c4e8c51ae1f6, created by dianaclavery_uo, and identified in Living Atlas. Check the source documentation or other details above for more information about data sources.

Feature Service: https://nmcdc.maps.arcgis.com/home/item.html?id=447a461f048845979f30a2478b9e65bb

UID: 73

Data Requested: Family income spent on basic need

Method of Acquisition: Search for Location Affordability Index in the Living Atlas. Make a copy of most recent map available. To update this map, copy the most recent map available. In a new tab, open the AGOL Assistant Portal tool and use the functions in the portal to copy the new maps JSON, and paste it over the old map (this map with item id

Date Acquired: Map copied on May 10, 2022

Priority rank as Identified in 2022 (scale of 1 being the highest priority, to 11 being the lowest priority): 6

Tags: PENDING

Damascus in Syria was ranked as the least expensive city worldwide in 2023, with an index score of 13 out of 100. The country has been marred by civil war over the last decade, hitting the country's economy hard. Other cities in the Middle East and North Africa such as Tehran, Tripoli, and Tunis are also present on the list. Buenos Aires is the Latin American city with the highest costs of living, as Argentina has recently faced an economic crisis and rapidly rising inflation. On the other hand, Singapore and Zurich were ranked the most expensive cities in the world.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Rent of Primary Residence in U.S. City Average (CUUR0000SEHA) from Dec 1914 to Feb 2025 about primary, rent, urban, consumer, CPI, inflation, price index, indexes, price, and USA.

Singapore and New York were ranked as the most expensive cities worldwide with an index of 100 out of a possible 100. Three of the 11 most expensive cities were in the United States, whereas two were in Switzerland.

Of the cities who have experienced cost of living increases, the top three are located in Latin America, two in Mexico and one in Costa Rica. Each moved 38, 39, and 48 spots in the ranking respectively since 2022. Due to increases in interest rates, the Mexican peso and Costa Rican colón have both appreciated against the U.S. Dollar. Comparatively, Singapore and Zurich were ranked the most expensive cities in the world.

Apartment prices in Tel Aviv are the highest among the major cities in Israel. In the first quarter of 2023, the average cost of dwellings in Tel Aviv amounted to over 4.2 million Israeli shekels (roughly 1.13 million U.S. dollars). That was a slight rise compared to the previous quarter. The average price of apartments in the city slightly fluctuated but overall increased during the observed period. Due to the high housing prices in the city, many who wish to live in the city can afford only rented housing. The The number of households  living in rented dwellings in Tel Aviv amounted to 110,000 in 2020, making it the most common type of residency that year.  

High demand for housing in Tel Aviv 

Tel Aviv is the financial and cultural capital of Israel. Important companies in the Israeli economy and most of the influential cultural institutions in Israel are located in the city. As a result, many are interested in living in the city permanently, so housing prices remain high and even rise. Tel Aviv is the most important city in the Israeli high-tech industry, one of the most essential industries in the Israeli economy. As a result, many of the industry workers live in the city. In 2022, StartupBlink ranked Tel Aviv first in its list of leading cities for startups in Israel, with a score of 54.89. 

Residence in Jerusalem and Haifa is more affordable 

Jerusalem, the largest city in Israel, offers more affordable housing than Tel Aviv. In the first quarter of 2023, the aaverage price of apartments in Jerusalem amounted to just over 2.5 million Israeli shekels (around 673,000 U.S. dollars). Although the price is lower than in Tel Aviv, many Israelis hesitate to reside there. Jerusalem has a traditional character; therefore, it has fewer leisure and nightlife options than Tel Aviv can offer. The standard price of dwellings in Haifa, the largest city in the northern part of Israel, is lower than both towns. In the same quarter, it reached almost 1.64 million Israeli shekels (approximately 440,000 U.S. dollars).

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 table contains data on the average cost of a market basket of nutritious food items relative to income for female-headed households with children, for California, its regions, counties, and cities/towns. The ratio uses data from the U.S. Department of Agriculture and the U.S. Census Bureau. The table is part of a series of indicators in the Healthy Communities Data and Indicators Project of the Office of Health Equity. An adequate, nutritious diet is a necessity at all stages of life. Inadequate diets can impair intellectual performance and have been linked to more frequent school absence and poorer educational achievement in children. Nutrition also plays a significant role in causing or preventing a number of illnesses, such as cardiovascular disease, some cancers, obesity, type 2 diabetes, and anemia. At least two factors influence the affordability of food and the dietary choices of families – the cost of food and family income. The inability to afford food is a major factor in food insecurity, which has a spectrum of effects including anxiety over food sufficiency or food shortages; reduced quality or desirability of diet; and disrupted eating patterns and reduced food intake. More information about the data table and a data dictionary can be found in the Attachments.

As of March 2024, the cost of living in Bogota was the highest among major Colombian cities. In total, the average cost per month amounted to 883 U.S. dollars. Cartagena followed in the ranking, with a monthly cost of living of 877 U.S. dollars at that time.

Cost of living can vary wildly depending on the city that people live in. Some are hugely expensive while others are comparatively cheaper. This variety can also be seen in the average overnight price of hotels. In September 2023, New York held the highest hotel rate in North America when compared to other selected cities. The average overnight price for a hotel room in New York was 504 U.S. dollars.

Montevideo, Uruguay's capital, leads Latin American cities with the highest apartment sale prices in 2024, averaging 3,454 U.S. dollars per square meter. This figure surpasses other major metropolitan areas like Mexico City and Buenos Aires, highlighting significant disparities in real estate markets across the region. The data underscores the varying economic conditions and housing demand in different Latin American urban centers. Regional housing market trends While Montevideo tops the list for apartment prices, other countries in Latin America have experienced notable changes in their housing markets. Chile, for instance, saw the most substantial increase in house prices since 2010, with its nominal house price index surpassing 342 points in early 2024. However, when adjusted for inflation, Mexico showed the highest inflation-adjusted percentage increase in house prices, growing by nearly five percent in the first quarter of 2024, contrasting with a global decline of one percent. Home financing in Mexico The methods of home financing vary across Latin America. A breakdown of homeownership by financing method in Mexico reveals that about two-thirds of owner-occupied housing units were financed through personal resources in 2022. Nevertheless, government-backed loans such as Infonavit (Mexico’s National Housing Fund Institute), Fovissste (Housing Fund of the Institute for Social Security and Services for State Workers), and Fonhapo (National Fund for Popular Housing), play an important role for homebuyers, with just over 20 percent of home purchases relying on such finance. Bank credit, which offers mortgage loans with interest rates ranging between nine and 12 percent, appeared as a less popular option.

In January 2025, the unadjusted consumer price index (CPI) of all items for urban consumers in the United States amounted to about 317.67. The data represents U.S. city averages. The base period was 1982-84=100. The CPI is defined by the United States Bureau of Labor Statistics as “a measure of the average change over time in the prices paid by urban consumers for a market basket of consumer goods and services”. The annual consumer price index for urban consumers in the U.S. can be accessed here. Consumer Price Index The Consumer Price Index (CPI) began in 1919 under the Bureau of Labor Statistics and is published every month. The CPI for all urban consumers includes urban households in Metropolitan Statistical Areas and regions with over 2,500 inhabitants, as well as non-farm consumers living in rural regions. This index was established in 1978 and includes about 80 percent of the U.S. population. The monthly CPI of urban consumers in the United States increased from 292.3 in May 2022 to 304.13 in 2023. Inflation tends not to impact everyone equally for a variety of reasons, including geography - CPI often differs between regions, with a high of 287.49 in the Western region as of 2021. There are also disparities in inflation between income quartiles, in which inflation is generally felt more heavily by lower income households. The annual CPI in the United States has increased steadily over the past two decades, from 140.3 in 1992 to 292.56 in 2022. A forecast of the CPI expects this positive trend to continue, reaching 325.6 by 2027. As of March 2023, the CPI of the nation’s education had increased by 3.5 percent. Further, in the same month costs of recreation, rent, housing, medical care, and food and beverages, gasoline, and transportation increased. Comparatively, the CPI in Hong Kong reached 103.3 in 2022.

In the first quarter of 2024, Amsterdam was the most expensive city to rent a furnished one-bedroom apartment among the 23 leading European cities surveyed. At 2,300 euros per month, rent in Amsterdam was more than twice as high as in Brussels. Amsterdam was also the most expensive city to rent a private room.One of the main factors driving high rents across European cities is the same as any other consumer-driven business. If demand outweighs supply, prices will inflate. The drive for high paid professionals to be located centrally in prime locations, mixed with the low levels of available space, high land, and construction costs, all help keep rental prices increasing.

At 8.07 U.S. dollars, Switzerland has the most expensive Big Macs in the world, according to the July 2024 Big Mac index. Concurrently, the cost of a Big Mac was 5.69 dollars in the U.S., and 6.06 U.S. dollars in the Euro area. What is the Big Mac index? The Big Mac index, published by The Economist, is a novel way of measuring whether the market exchange rates for different countries’ currencies are overvalued or undervalued. It does this by measuring each currency against a common standard – the Big Mac hamburger sold by McDonald’s restaurants all over the world. Twice a year the Economist converts the average national price of a Big Mac into U.S. dollars using the exchange rate at that point in time. As a Big Mac is a completely standardized product across the world, the argument goes that it should have the same relative cost in every country. Differences in the cost of a Big Mac expressed as U.S. dollars therefore reflect differences in the purchasing power of each currency. Is the Big Mac index a good measure of purchasing power parity? Purchasing power parity (PPP) is the idea that items should cost the same in different countries, based on the exchange rate at that time. This relationship does not hold in practice. Factors like tax rates, wage regulations, whether components need to be imported, and the level of market competition all contribute to price variations between countries. The Big Mac index does measure this basic point – that one U.S. dollar can buy more in some countries than others. There are more accurate ways to measure differences in PPP though, which convert a larger range of products into their dollar price. Adjusting for PPP can have a massive effect on how we understand a country’s economy. The country with the largest GDP adjusted for PPP is China, but when looking at the unadjusted GDP of different countries, the U.S. has the largest economy.