Enrich your real estate strategies and market insights with our comprehensive Seattle housing dataset. Analyzing this dataset can aid in understanding housing market dynamics and trends, empowering organizations to refine their investment strategies and business decisions. Access the entire dataset or tailor a subset to fit your requirements.

Popular use cases include optimizing investment strategies based on neighborhood engagement and property popularity, performing detailed user behavior analysis and segmentation by housing type, price range, and location to tailor marketing and engagement efforts, and identifying and forecasting emerging trends in the Seattle housing market to stay ahead in the competitive real estate industry.

Graph and download economic data for Housing Inventory: Median Days on Market in Seattle-Tacoma-Bellevue, WA (CBSA) (MEDDAYONMAR42660) from Jul 2016 to Aug 2025 about Seattle, WA, median, and USA.

Dataset Overview

This dataset provides historical housing price indices for the United States, covering a span of 20 years from January 2000 onwards. The data includes housing price trends at the national level, as well as for major metropolitan areas such as San Francisco, Los Angeles, New York, and more. It is ideal for understanding how housing prices have evolved over time and exploring regional differences in the housing market.

Why This Dataset?

The U.S. housing market has experienced significant shifts over the last two decades, influenced by economic booms, recessions, and post-pandemic recovery. This dataset allows data enthusiasts, economists, and real estate professionals to analyze long-term trends, make forecasts, and derive insights into regional housing markets.

What’s Included?

Time Period: January 2000 to the latest available data (specific end date depends on the dataset). Frequency: Monthly data. Regions Covered: 20+ U.S. cities, states, and aggregates.

Columns Description

Each column represents the housing price index for a specific region or aggregate, starting with a date column:

Date: Represents the date of the housing price index measurement, recorded with a monthly frequency. U.S. National: The national-level housing price index for the United States. 20-City Composite: The aggregate housing price index for the top 20 metropolitan areas in the U.S. CA-San Francisco: The housing price index for San Francisco, California. CA-Los Angeles: The housing price index for Los Angeles, California. WA-Seattle: The housing price index for Seattle, Washington. NY-New York: The housing price index for New York City, New York. Additional Columns: The dataset includes more columns with housing price indices for various U.S. cities, which can be viewed in the full dataset preview.

Potential Use Cases

Time-Series Analysis: Investigate long-term trends and patterns in housing prices. Forecasting: Build predictive models to forecast future housing prices using historical data. Regional Comparisons: Analyze how housing prices have grown in different cities over time. Economic Insights: Correlate housing prices with economic factors like interest rates, GDP, and inflation.

Who Can Use This Dataset?

This dataset is perfect for:

Data scientists and machine learning practitioners looking to build forecasting models. Economists and policymakers analyzing housing market dynamics. Real estate investors and analysts studying regional trends in housing prices.

Example Questions to Explore

Which cities have experienced the highest housing price growth over the last 20 years? How do housing price trends in coastal cities (e.g., Los Angeles, Miami) compare to midwestern cities (e.g., Chicago, Detroit)? Can we predict future housing prices using time-series models like ARIMA or Prophet?

Graph and download economic data for All-Transactions House Price Index for Seattle-Bellevue-Kent, WA (MSAD) (ATNHPIUS42644Q) from Q4 1975 to Q2 2025 about Seattle, WA, appraisers, HPI, housing, price index, indexes, price, and USA.

The S&P Case Shiller Seattle Home Price Index has increased steadily in recent years. The index measures changes in the prices of existing single-family homes. The index value was equal to 100 as of January 2000, so if the index value is equal to *** in a given month, for example, it means that the house prices have increased by ** percent since 2000. The value of the S&P Case Shiller Seattle Home Price Index amounted to ****** in August 2024. That was significantly higher than the national average.

View monthly updates and historical trends for Case-Shiller Home Price Index: Seattle, WA. Source: Standard and Poor's. Track economic data with YCharts a…

Graph and download economic data for S&P CoreLogic Case-Shiller WA-Seattle Home Price Index (SEXRNSA) from Jan 1990 to Jun 2025 about Seattle, WA, HPI, housing, price index, indexes, price, and USA.

Displacement risk indicator classifying census tracts according to single-family home sale prices in census tracts where at least 100 single-family homes exist. We classify arms-length transactions only along two dimensions:The median price of sales within the census tract for the specified year, balancing between nominal sale price and sale price per square foot.The change in median sale price (again balanced between nominal sale price and price per square foot) from the previous year.

The U.S. housing market has slowed, after ** consecutive years of rising home prices. In 2021, house prices surged by an unprecedented ** percent, marking the highest increase on record. However, the market has since cooled, with the Freddie Mac House Price Index showing more modest growth between 2022 and 2024. In 2024, home prices increased by *** percent. That was lower than the long-term average of *** percent since 1990. Impact of mortgage rates on homebuying The recent cooling in the housing market can be partly attributed to rising mortgage rates. After reaching a record low of **** percent in 2021, the average annual rate on a 30-year fixed-rate mortgage more than doubled in 2023. This significant increase has made homeownership less affordable for many potential buyers, contributing to a substantial decline in home sales. Despite these challenges, forecasts suggest a potential recovery in the coming years. How much does it cost to buy a house in the U.S.? In 2023, the median sales price of an existing single-family home reached a record high of over ******* U.S. dollars. Newly built homes were even pricier, despite a slight decline in the median sales price in 2023. Naturally, home prices continue to vary significantly across the country, with West Virginia being the most affordable state for homebuyers.

Graph and download economic data for All-Transactions House Price Index for King County, WA (ATNHPIUS53033A) from 1975 to 2024 about King County, WA; Seattle; WA; HPI; housing; price index; indexes; price; and USA.

Housing Inventory: Median Days on Market Month-Over-Month in Seattle-Tacoma-Bellevue, WA (CBSA) was 11.27% in July of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market Month-Over-Month in Seattle-Tacoma-Bellevue, WA (CBSA) reached a record high of 41.94 in June of 2022 and a record low of -56.76 in February of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market Month-Over-Month in Seattle-Tacoma-Bellevue, WA (CBSA) - last updated from the United States Federal Reserve on August of 2025.

Graph and download economic data for Housing Inventory: Active Listing Count in Seattle-Tacoma-Bellevue, WA (CBSA) (ACTLISCOU42660) from Jul 2016 to Aug 2025 about Seattle, WA, active listing, listing, and USA.

Housing Inventory: Median Days on Market in Seattle-Tacoma-Bellevue, WA (CBSA) was 40.00000 Level in July of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in Seattle-Tacoma-Bellevue, WA (CBSA) reached a record high of 65.00000 in January of 2020 and a record low of 11.00000 in May of 2017. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in Seattle-Tacoma-Bellevue, WA (CBSA) - last updated from the United States Federal Reserve on September of 2025.

Dashboard displaying population, housing and jobs data for the City of Seattle since 2000 through the most recently available data. Includes totals and change by year.Sources include: For population and housing the April 1 official population estimates are produced by the Washington State Office of Financial Management (OFM). OFM population estimates are cited in numerous statutes using population as criteria for fund allocations, program eligibility, or program operations, and as criteria for determining county participation under the Growth Management Act.For jobs the Washington State Employment Security Department, Quarterly Census of Employment and Wages (QCEW) is a federal/state cooperative program that measures employment and wages in industries covered by unemployment insurance. Data are available by industry and county and used to evaluate labor trends, monitor major industry developments and develop training programs. These job estimates are from the March dataset from each year (chosen as a representative month when seasonal fluctuations are minimized). The unit of measurement is jobs, rather than working persons or proportional full-time employment equivalents. Employment by census tract totals are broken down by major sector only. To provide more accurate workplace reporting, the Puget Sound Regional Council gathers supplemental data from the Boeing Company, the Office of Washington Superintendent of Public Instruction (OSPI), and governmental units throughout the central Puget Sound region.

Graph and download economic data for Housing Inventory: Median Days on Market Month-Over-Month in King County, WA (MEDDAYONMARMM53033) from Jul 2017 to Aug 2025 about King County, WA; Seattle; WA; median; and USA.

The home equity loan market, valued at $30.74 billion in 2025, is projected to experience steady growth, driven by several key factors. Rising home values in many regions are providing homeowners with increased equity, making them eligible for larger loan amounts. Low interest rates, while fluctuating, historically contribute to increased borrowing. Furthermore, the increasing preference for home renovations and improvements fuels demand for home equity loans, as homeowners utilize this accessible source of funding for projects ranging from kitchen upgrades to energy-efficient replacements. The market is segmented by loan type (fixed-rate loans and home equity lines of credit – HELOCs) and service providers (banks, online lenders, credit unions, and others). Banks and credit unions traditionally dominate the market, but online lenders are gaining traction due to their ease of access and streamlined application processes. Competition among these providers is intensifying, leading to innovation in product offerings and customer service. While economic downturns could potentially restrain growth, the long-term outlook remains positive, fueled by ongoing demand for home improvements and refinancing opportunities. The geographic distribution of the market is extensive, with significant presence across North America, Europe, and Asia-Pacific. The continued expansion of the home equity loan market is anticipated to be influenced by several dynamic factors. Government regulations and policies concerning lending practices will continue to shape the landscape. Technological advancements such as online platforms and sophisticated risk assessment tools will likely enhance efficiency and accessibility. Furthermore, evolving consumer preferences and financial literacy levels will play a significant role in determining demand for specific loan products. Geographic variations in housing markets, interest rates, and regulatory environments will lead to differential growth rates across different regions. The competitive landscape, marked by a diverse range of established and emerging players, suggests a dynamic market susceptible to shifts in market share based on product innovation, customer service, and strategic partnerships. Recent developments include: In April 2022, Redfin a real estate company based in Seattle (United States) acquired Bay Equity Home Loans with a sum of USD 137.8 Million. The merger accelerates Redfin’s strategy for expanding its business with customers to buy, sell, rent, and finance a home., In July 2022, Ontario Teachers’ Pension Plan Board acquired HomeQ which exists as a parent company of HomeEquity Bank, from Birch Hill Equity Partners Management Inc. HomeEquity Bank exist as a Canadian Bank offering a range of reverse mortgage solutions product and Ontario Teachers' Pension Plan Board is a global investor.. Key drivers for this market are: Increase In Sales of Household Units, Higher Duration of Repayment. Potential restraints include: Increase In Sales of Household Units, Higher Duration of Repayment. Notable trends are: Access to Large Amount of Loan.

Note: This map is not an official zoning map. For precise zoning information, please call or visit the Seattle Municipal Tower, Seattle Department of Construction and InspectionsFor properties subject to Mandatory Housing Affordability, the fee areas map specifies the locational dimension of the MHA requirement. Mandatory Housing Affordability requires new development to contribute to affordable housing by including affordable housing in the development or making a payment to the City’s Office of Housing to support affordable housing. The amount of the MHA contribution varies based on a property’s location and other factors specified in Seattle Municipal Code Chapters 23.58B and 23.58C. For properties subject to MHA, the fee areas map specifies the locational dimension of the MHA requirement. MHA amounts in Downtown and South Lake Union have specific requirement levels for each zone as listed in SMC 23.58B and 23.58C. For other areas, the relative high, medium or low aspect of the MHA requirement corresponds to market strength area of the city.

The Home Equity Loan market is projected to reach a market size of 30.74 million by 2033, growing at a CAGR of 3.50% over the forecast period 2025-2033. The United States, Canada, and Mexico are the major markets in North America. China, India, Japan, South Korea, ASEAN, Oceania, and the Rest of Asia Pacific form the Asia Pacific region. The factors driving market growth include the increasing popularity of debt consolidation, home improvements, and the need for additional capital. The growth in the home equity loan market is attributed to the low interest rates and the increasing number of homeowners. The availability of home equity loans at competitive interest rates makes them an attractive option for borrowers. However, the market is restrained by factors such as the high risk associated with home equity loans and strict eligibility criteria. The market is segmented by types, service providers, and regions. The types of home equity loans include fixed-rate loans and home equity lines of credit. The service providers include banks, online lenders, credit unions, and others. The regions include North America, South America, Europe, Middle East & Africa, and Asia Pacific. North America is expected to continue to dominate the market, followed by Asia Pacific and Europe. The increasing demand for home equity loans in these regions is expected to drive the growth of the Home Equity Loan market. Recent developments include: In April 2022, Redfin a real estate company based in Seattle (United States) acquired Bay Equity Home Loans with a sum of USD 137.8 Million. The merger accelerates Redfin’s strategy for expanding its business with customers to buy, sell, rent, and finance a home., In July 2022, Ontario Teachers’ Pension Plan Board acquired HomeQ which exists as a parent company of HomeEquity Bank, from Birch Hill Equity Partners Management Inc. HomeEquity Bank exist as a Canadian Bank offering a range of reverse mortgage solutions product and Ontario Teachers' Pension Plan Board is a global investor.. Key drivers for this market are: Increase In Sales of Household Units, Higher Duration of Repayment. Potential restraints include: Increase In Sales of Household Units, Higher Duration of Repayment. Notable trends are: Access to Large Amount of Loan.

Graph and download economic data for Housing Inventory: Total Listing Count in King County, WA (TOTLISCOU53033) from Jul 2016 to Aug 2025 about King County, WA; Seattle; WA; listing; and USA.

Analysis of ‘House Sales in King County, USA’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/harlfoxem/housesalesprediction on 12 November 2021.

--- Dataset description provided by original source is as follows ---

This dataset contains house sale prices for King County, which includes Seattle. It includes homes sold between May 2014 and May 2015.

It's a great dataset for evaluating simple regression models.

--- Original source retains full ownership of the source dataset ---