Graph and download economic data for Housing Inventory: Median Days on Market in the United States (MEDDAYONMARUS) from Jul 2016 to Oct 2025 about median and USA.

The average sales price of new homes in the United States experienced a slight decrease in 2024, dropping to 512,2000 U.S. dollars from the peak of 521,500 U.S. dollars in 2022. This decline came after years of substantial price increases, with the average price surpassing 400,000 U.S. dollars for the first time in 2021. The recent cooling in the housing market reflects broader economic trends and changing consumer sentiment towards homeownership. Factors influencing home prices and affordability The rapid rise in home prices over the past few years has been driven by several factors, including historically low mortgage rates and increased demand during the COVID-19 pandemic. However, the market has since slowed down, with the number of home sales declining by over two million between 2021 and 2023. This decline can be attributed to rising mortgage rates and decreased affordability. The Housing Affordability Index hit a record low of 98.1 in 2023, indicating that the median-income family could no longer afford a median-priced home. Future outlook for the housing market Despite the recent cooling, experts forecast a potential recovery in the coming years. The Freddie Mac House Price Index showed a growth of 6.5 percent in 2023, which is still above the long-term average of 4.4 percent since 1990. However, homebuyer sentiment remains low across all age groups, with people aged 45 to 64 expressing the most pessimistic outlook. The median sales price of existing homes is expected to increase slightly until 2025, suggesting that affordability challenges may persist in the near future.

About Dataset

Source

The source of this dataset is REDFIN Data Center. To download the latest dataset available, please go to: https://www.redfin.com/news/data-center/

They also provide a page with the definitions for each metric used here: https://www.redfin.com/news/data-center-metrics-definitions/

For more informaton on Data and Data Quality, please visit: https://www.redfin.com/about/data-quality-on-redfin Reading the Data

The data is a .tsv format and can be imported using pandas as follows:

df = pd.read_csv("weekly_housing_market_data_most_recent.tsv000", sep='\t')

MOST RECENT DATAPOINT: 2022-07-11

Overview

This residential real estate data set was created by Redfin, an online real estate brokerage. Published on January 9th, 2022, this data summarize the monthly housing market for every State, Metro, and Zip code in the US from 2012 to 2021. Redfin aggregated this data across multiple listing services and has been gracious enough to include property type in their reporting. Please properly cite and link to RedFin if you end up using this data for your research or project.

Source: RedFin Data Center

Property Type

Property type defined by RedFin

• All Residential: All properties defined as single-family, condominium, co-operative, townhouses, and multi-family (2-4 units) homes with a county record.
• Single Family Home (SFH): are homes built on a single lot, with no shared walls. Sometimes there’s a garage, attached or detached.
• Condominium (Condo): Usually a single unit within a larger building or community. Generally come with homeowners’ associations (HOAs), which require the residents to pay monthly or yearly dues.
• Cooperatives (Co-op): Usually a single unit within a larger building or community, but with a different way of holding a title to a shared building. You join a community and everyone in the community owns the building together.
• Townhouse: a hybrid between a condo and a single-family home. They are often multiple floors, with one or two shared walls, and some have a small yard space or rooftop deck. They’re generally larger than a condo, but smaller than a single-family home.
• Multifamily (2-4 units): They are essentially a home that has been turned into two or more units but the units cannot be purchased individually. There is one owner for the whole building.
• Land: Just land, no home of any type for sale.

Source: Building Types

Property Type

For more definitions, please visit RedFin Data Center Metrics

• Average sale to list: The mean ratio of each home's sale price divided by their list price covering all homes with a sale date during a given time period. Excludes properties with a sale price of 50%.
• Home sales: Total number of homes with a sale date during a given time period.
• Inventory: Total number of active listings on the last day of a given time period.
• Median active list ppsf: The median list price per square foot of all active listings.
• Median active list price: The median list price of all active listings.
• Median active listings: The median of how many listings were active on each day within a given time period.
• Median days on market: The number of days between the date the home was listed for sale and when the home went off-market/pending sale covering all homes with an off-market date during a given time period where 50% of the off-market homes sat longer on the market and 50% went off the market faster. Excludes homes that sat on the market for more than 1 year.
• Median days to close: The median number of days a home takes to go from pending to sold.
• Median list price: The most recent listing price covering all homes with a listing date during a given time period where 50% of the active listings were above this price and 50% were below this price.
• Median list price per square foot: The most recent listing price divided by the total square feet of the property (not the lot) covering all homes with a listing date during a given time period where 50% of the active listings were above this price per sqft and 50% were below this price per sqft.
• Median listing with price drops: The median of how many listings were active on each day and whose current list price is less than the original list price within a given time period.
• Median sale price: The final home sale price covering all homes with a sale date during a given time period where 50% of the sales were above this price and 50% were below this price.
• Median sale price per square foot: The final home sale price divided by the total square feet of the property (not the lot) covering all homes with a sale date during a given time period where 50% of the sales were above this price per sqft and 50% were below this price per sqft.
• Months of supply: When data are monthly, it is inventory divided by home sales. This tells you how long it would take supply to be bought up if no new homes came on the market.
• New listings: Total number of homes with a listing added date during a given time period.
• Off market in two weeks: The total number of homes that went under contract within two weeks of their listing date.
• Pending home sales: Total homes that went under contract during the period. Excludes homes that were on the market longer than 90 ...

The average Canadian house price declined slightly in 2023, after four years of consecutive growth. The average house price stood at ******* Canadian dollars in 2023 and was forecast to reach ******* Canadian dollars by 2026. Home sales on the rise The number of housing units sold is also set to increase over the two-year period. From ******* units sold, the annual number of home sales in the country is expected to rise to ******* in 2025. British Columbia and Ontario have traditionally been housing markets with prices above the Canadian average, and both are set to witness an increase in sales in 2025. How did Canadians feel about the future development of house prices? When it comes to consumer confidence in the performance of the real estate market in the next six months, Canadian consumers in 2024 mostly expected that the market would go up. A slightly lower share of the respondents believed real estate prices would remain the same.

Housing Index in the United States decreased to 435.40 points in September from 435.60 points in August of 2025. This dataset provides the latest reported value for - United States House Price Index MoM Change - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

In the United States, interest rates for all mortgage types started to increase in 2021. This was due to the Federal Reserve introducing a series of hikes in the federal funds rate to contain the rising inflation. In the second quarter of 2025, the 30-year fixed rate dropped slightly, to **** percent. The rate remained below the peak of **** percent in the fourth quarter of 2023. Why have U.S. home sales decreased? Cheaper mortgages normally encourage consumers to buy homes, while higher borrowing costs have the opposite effect. As interest rates increased in 2022, the number of existing homes sold plummeted. Soaring house prices over the past 10 years have further affected housing affordability. Between 2014 and 2024, the median price of an existing single-family home risen by about ** percent. On the other hand, the median weekly earnings have risen much slower. Comparing mortgage terms and rates Between 2008 and 2024, the average rate on a 15-year fixed-rate mortgage in the United States stood between **** and **** percent. Over the same period, a 30-year mortgage term averaged a fixed-rate of between **** and **** percent. Rates on 15-year loan terms are lower to encourage a quicker repayment, which helps to improve a homeowner’s equity.

Housing Starts in the United States decreased to 1307 Thousand units in August from 1429 Thousand units in July of 2025. This dataset provides the latest reported value for - United States Housing Starts - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

According to Cognitive Market Research, The Global Property Management Service market was estimated at USD 14.5 billion in 2022 and is projected to grow at a compound annual growth rate (CAGR) of 7.8% from 2023 to 2030. Rising Demands for SaaS-based Property Management Software to Expand Market Penetration

Subscription-based SaaS solutions benefit companies of all sizes. Businesses increasingly use SaaS solutions to optimize operations by automating workflows and removing manual input. Businesses can also lower the cost and complexity of on-premises deployment by installing SaaS solutions. SaaS software assists large multifamily property management organizations integrate several technologies across their portfolio. In addition, the SaaS model is crucial for multi-vendor device compatibility with legacy systems.

For instance, Planon collaborated with AddOnn in March 2021 to combine AddOnn's SaaS solution with Planon's software platform for building and service digitalization to provide end-to-end solutions to end-users worldwide.

(Source:planonsoftware.com/uk/news/planon-and-addonn-launch-partnership-with-introduction-of-mobile-cleaning-solution/)

Employees in real estate organizations rely on up-to-date information to make vital decisions. SaaS systems allow users to access information from any location and device with internet connectivity. A SaaS platform can help property managers link their property solutions with sophisticated payment services for quick and easy transactions.

Evolving Trends of Workforce Mobility to Strengthen Market Share

Many employees nowadays prefer to work from home rather than in offices, corporate headquarters, or a global company branch. This contributes to the need for flexible access to office resources and data. Besides, organizations are using virtual workplaces to reduce their physical infrastructure requirements to a bare minimum, allowing them to be more flexible and use their office space better. Many businesses seek mobility, workplace, and other integrated facility management solutions. This enables property managers to retain productivity while working with a huge crew. These solutions can be used by associated real estate agents & property managers to maintain track of all the properties they manage and the routine maintenance that needs to be performed on them. As a result, the rising trend of workplace mobility is propelling the property management service industry forward.

For instance, Entrata Inc. reported the integration of Alexa with residential buildings in April 2021. This integration would enable property managers to monitor or set up Alexa-enabled devices in each unit, allowing them to create voice-controlled automated homes.

(Source:www.prnewswire.com/news-releases/entrata-enables-alexa-experience-at-scale-with-amazons-alexa-for-residential-301263114.html)

Market Dynamics of Property Management Service

Integration Complexity and Data Security Concerns to Limit Market Growth

One significant restraint property management software services face is the complexity of integrating with existing systems and databases. Many property management companies already have established tools for accounting, tenant communication, maintenance tracking, and more. Implementing new software solutions can lead to compatibility challenges and difficulties in transferring data seamlessly. Furthermore, as property management software handles sensitive information such as tenant details, financial records, and property documents, ensuring robust data security becomes critical. Any breaches or unauthorized access can lead to legal consequences, financial losses, and company reputation damage.

Impact of COVID-19 on the Property Management Service Market

The COVID-19 pandemic significantly impacted the property management service market, introducing shifts in tenant behavior, remote work trends, and economic uncertainties that prompted property managers to adapt their strategies. Lockdowns and travel restrictions decreased demand for short-term rentals, while remote work trends increased the significance of property amenities and flexible leasing options. Property managers incorporated virtual tours, contactless services, and enhanced sanitation measures to address safety concerns. Moreover, the pandemic accelerated the adoption of proptech solutions for remote property monitoring and digital communication, reshap...

The French office real estate market, valued at approximately €X billion in 2025 (assuming a market size "XX" represents a figure in billions), is projected to experience steady growth, with a compound annual growth rate (CAGR) of 3.70% from 2025 to 2033. This growth is driven by several key factors. The resurgence of Paris as a global business hub, coupled with ongoing development in secondary cities like Marseille and Lyon, fuels demand for modern, sustainable office spaces. Technological advancements, particularly the increasing adoption of flexible work models and smart building technologies, are reshaping the office landscape, influencing design and operational efficiency. Furthermore, government initiatives aimed at promoting urban regeneration and attracting foreign investment contribute to the positive outlook. However, challenges remain. The market faces potential headwinds from economic fluctuations, geopolitical uncertainties, and the evolving needs of businesses adapting to remote and hybrid work arrangements. Competition amongst established players like JLL France, Knight Frank, CBRE France, BNP Paribas Real Estate, and Cushman & Wakefield, along with developers such as Hines, RedMan, Kaufman & Broad SA, Hermitage Group, and Legendre Group, is fierce, requiring strategic adaptation and innovation to capture market share. The segmentation by key cities highlights Paris's dominant position, but the growth potential in Marseille and Lyon, and other cities, offers opportunities for expansion and diversification. The forecast period (2025-2033) reveals a trajectory of consistent, though moderate, growth. The initial market size, combined with the projected CAGR, suggests a gradual increase in market value, influenced by both the absorption of new office stock and the ongoing adaptation of existing spaces to meet evolving tenant demands. This growth will likely be uneven across different city segments. While Paris maintains its leading position, secondary cities could see faster growth rates due to their relatively lower initial market penetration. The success of individual companies will depend heavily on their ability to anticipate and respond to these dynamic market trends, including the integration of sustainability practices, the provision of flexible lease terms, and the adoption of technological solutions that enhance the office experience. Further, effectively managing risks associated with economic uncertainty and adapting to changing work patterns will be crucial for long-term success in this competitive market. Recent developments include: June 2022: Along with Paris-based specialist investor and asset management, Atlantic Real Estate, ICG Real Estate, ICG's real estate subsidiary, developed a new investing platform. The platform aids in purchasing or developing light industrial and last-mile logistics properties around Greater Paris and other significant French population centers. This platform is aiming to build a portfolio with a gross asset value of at least EUR 500 million ( USD 531 Million)., April 2022: Business Immo, France's top commercial real estate news service, has been acquired by CoStar Group Inc., a major provider of online real estate marketplaces, information, and analytics in the commercial and residential property markets. With the addition of Business Immo, their increasing global presence gains another premium asset.. Notable trends are: Paris city with highest rental growth trend per annum.

After a long period of steady increase in real estate prices in Spain, the market was hit by the global financial crisis of 2007, resulting in the burst of the Spanish property bubble. House prices have since picked up and in 2023, the average square meter price reached 2,809 euros - just slightly below 2008 levels. Though prices have risen across the whole country, some regions, such as the Balearic Islands, Catalonia, Madrid, and Andalusia, experienced faster growth than others. Additionally, the gap between newly built and existing home prices has widened. Spain’s real estate market behind others The property market has made great progress, but it is still far off the rest of its European counterparts, and it is positioned, in fact, at the bottom of the European list of the EMF’s house price index, which is led by Czechia and Portugal. Supply is a major factor influencing the price development. Many European countries suffer housing shortages due to sluggish construction activity, and Spain is no exception. In 2022, ranked among the countries with the lowest number of residential construction starts per 1,000 citizens in Europe. Buying vs renting As happens with many other countries, the affordability of buying a home and renting will differ considerably dependent on the area. In 2022, the average Spanish citizen needed between five and 18 years to purchase an average priced property in their region with their full salary, with Murcia and La Rioja being the most affordable regions. The house price to rent index shows that house price growth has been much faster than rental growth. That is good news for homeowners whose homes appreciate over time, but an issue for renters who are yet to purchase a property.

Accumulated-Depreciation Time Series for Alma Media Oyj. Alma Media Oyj, a media company, engages in digital services and journalistic media content in Finland and the rest of Europe. It operates through Alma Career, Alma Marketplaces, and Alma News Media segments. The company offers recruitment-related services through Jobs.cz, Prace.cz, CV-Online, Profesia.sk, MojPosao. net, MojPosao.ba, and Jobly, as well as Seduo online training service and Prace za rohem; and provision of job advertising-related technology, and digital staffing services and training. It also provides Etuovi.com, a housing market-place; Vuokraovi.com and Objektvision, a housing rental marketplace; automotive marketplaces Nettiauto, Autotalli.com, and Nettimoto, as well as sales systems that serve companies in the housing and automotive verticals; comparison services under the Autojerry, Urakkamaailma, and Etua brands; and various services related to company information, and real estate information and law to professionals. In addition, the company offers Iltalehti, digital news media; Kauppalehti, financial news media; and other journalistic news media under the Talouselämä, Tekniikka&Talous, and Arvopaperi names. The company was founded in 2005 and is headquartered in Helsinki, Finland.

Graph and download economic data for Housing Inventory: Active Listing Count in Dallas-Fort Worth-Arlington, TX (CBSA) (ACTLISCOU19100) from Jul 2016 to Oct 2025 about Dallas, active listing, TX, listing, and USA.

Housing Index in Sweden increased to 959 points in the third quarter of 2025 from 945 points in the second quarter of 2025. This dataset provides - Sweden House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

The 10 largest mortgage lenders in the United Kingdom accounted for approximately 83 percent of the total market, with the top three alone accounting for 48 percent in 2024. Lloyds Banking Group had the largest market share of gross mortgage lending, with nearly 47 billion British pounds in lending in 2024. HSBC, which is the largest UK bank by total assets, ranked fifth. Development of the mortgage market In 2024, the value of outstanding in mortgage lending to individuals amounted to 1.6 trillion British pounds. Although this figure has continuously increased in the past, the UK mortgage market declined dramatically in 2024, registering the lowest value of mortgage lending since 2015. In 2020, the COVID-19 pandemic caused the market to contract for the first time since 2012. The next two years saw mortgage lending soar due to pent-up demand, but as interest rates soared, the housing market cooled, leading to a decrease in new loans of about 100 billion British pounds. The end of low interest rates In 2021, mortgage rates saw some of their lowest levels since recording began by the Bank of England. For a long time, this was particularly good news for first-time homebuyers and those remortgaging their property. Nevertheless, due to the rising inflation, mortgage rates started to rise in the second half of the year, resulting in the 10-year rate doubling in 2022.

According to Cognitive Market Research, The Global Mortgage Insurance market size is USD XX million in 2024 and will expand at a compound annual growth rate (CAGR) of 6.20% from 2024 to 2031.

North America Mortgage Insurance held the major market of more than 40% of the global revenue and will grow at a compound annual growth rate (CAGR) of 4.4% from 2024 to 2031.
Europe Mortgage Insurance held the major market of more than 30% of the global revenue and will grow at a compound annual growth rate (CAGR) of 4.7% from 2024 to 2031.
Asia Pacific Mortgage Insurance held the market of around 23% of the global revenue and will grow at a compound annual growth rate (CAGR) of 8.2% from 2024 to 2031
South America Mortgage Insurance market of more than 5% of the global revenue and will grow at a compound annual growth rate (CAGR) of 5.6% from 2024 to 2031.
Middle East and Africa Mortgage Insurance held the major market of around 2% of the global revenue and will grow at a compound annual growth rate (CAGR) of 5.9% from 2024 to 2031.
The borrower-paid mortgage insurance segment is set to rise due to the growing consumer preference for seamless online experiences, accelerating the adoption of digital and direct channels and enhancing accessibility, transparency, and efficiency in the mortgage insurance market.
Expansion of the real estate sector, risk mitigation strategies by financial institutions, and regulatory compliance, ensuring lenders' protection against borrower defaults.

Various Strategies Adopted by Key Players to Provide Viable Market Output

The expanding real estate sector and the imperative for risk mitigation among financial institutions fuels the mortgage insurance market. With rising homeownership, mortgage insurance becomes pivotal, safeguarding lenders from borrower defaults. Key players employ diverse strategies, including technological advancements for efficient risk assessment, partnerships with financial entities, and product innovation. Enhanced customer-centric solutions, compliance with regulatory changes, and strategic alliances contribute to market growth, ensuring robust risk management and sustained industry competitiveness.

For instance, in September 2022, The National Association of Minority Mortgage Bankers of America and Enact Holdings, Inc., a major provider of private mortgage insurance via its insurance subsidiaries, announced two new programs to help borrowers achieve the dream of homeownership.

(Source: https://content.enactmi.com/2022-09/NAMMBA%20and%20Enact%20Mortgage%20Insurance%20Launch%20Innovative%20Programs%20to%20Aid%20Lenders%20and%20Borrowers.pdf )

Technological Innovations in Data Analytics to Propel Market Growth

Technological innovations in data analytics are revolutionizing the mortgage insurance market by providing advanced risk assessment tools. With sophisticated analytics, insurers can analyze vast datasets, assess borrower creditworthiness more accurately, and tailor insurance products accordingly. This innovation enhances underwriting processes, improves risk management strategies, and fosters more precise pricing models. As a result, the mortgage insurance industry benefits from increased efficiency, reduced risk exposure, and a more responsive approach to market dynamics, ensuring sustainable growth and stability.

For instance, in June 2021, Prima Solutions announced the avoidance of version 9.19 of its cloud-based medium for life and health, Prima L&H. This new version differs from traditional solutions by covering mortgage, health, and life insurance, all in the same system.

(Source: https://www.prima-solutions.com/en/news/prima-solutions-launches-mortgage-insurance-with-the-new-version-of-prima-lh/ )

Market Restraints of the Mortgage Insurance

Key Drivers for Mortgage Insurance

Increasing Real Estate Prices and Minimal Down Payments: As global housing prices rise, a growing number of buyers—particularly first-time homeowners—are seeking mortgage insurance to obtain loans with lower down payments, thereby enhancing market demand.

Government Assistance and Regulatory Requirements: In various nations, regulatory structures and government-supported housing initiatives render mortgage insurance compulsory for high-LTV loans, thereby increasing its utilization among both lenders and borrowers.

Expansion of Urbanization and Middle-Class Growth: Th...

Market Hotness: Listing Views per Property in Newport News City, VA was -6.04880 % Chg. in September of 2025, according to the United States Federal Reserve. Historically, Market Hotness: Listing Views per Property in Newport News City, VA reached a record high of 58.80323 in January of 2022 and a record low of -30.29162 in May of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Market Hotness: Listing Views per Property in Newport News City, VA - last updated from the United States Federal Reserve on November of 2025.

Housing Inventory: Median Days on Market in Newport News City, VA was 37.00000 Level in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in Newport News City, VA reached a record high of 80.00000 in December of 2016 and a record low of 17.00000 in April of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in Newport News City, VA - last updated from the United States Federal Reserve on December of 2025.