House Price Index YoY in the United States decreased to 1.70 percent in September from 2.40 percent in August of 2025. This dataset includes a chart with historical data for the United States FHFA House Price Index YoY.

Graph and download economic data for Real Residential Property Prices for United States (QUSR628BIS) from Q1 1970 to Q2 2025 about residential, HPI, housing, real, price index, indexes, price, and USA.

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Description:

A simple yet challenging project, to predict the housing price based on certain factors like house area, bedrooms, furnished, nearness to mainroad, etc. The dataset is small yet, it's complexity arises due to the fact that it has strong multicollinearity. Can you overcome these obstacles & build a decent predictive model?

Acknowledgement:

Harrison, D. and Rubinfeld, D.L. (1978) Hedonic prices and the demand for clean air. J. Environ. Economics and Management 5, 81–102. Belsley D.A., Kuh, E. and Welsch, R.E. (1980) Regression Diagnostics. Identifying Influential Data and Sources of Collinearity. New York: Wiley.

Objective:

• Understand the Dataset & cleanup (if required).
• Build Regression models to predict the sales w.r.t a single & multiple feature.
• Also evaluate the models & compare thier respective scores like R2, RMSE, etc.

The S&P Case Shiller Portland 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 Portland Home Price Index amounted to ***** in August 2024. That was higher the national average.

House Price Index: FHFA: Expanded: Rhode Island data was reported at 227.370 Jan1991=100 in Mar 2018. This records an increase from the previous number of 225.690 Jan1991=100 for Dec 2017. House Price Index: FHFA: Expanded: Rhode Island data is updated quarterly, averaging 161.620 Jan1991=100 from Mar 1991 (Median) to Mar 2018, with 109 observations. The data reached an all-time high of 247.200 Jan1991=100 in Jun 2006 and a record low of 90.930 Jan1991=100 in Mar 1995. House Price Index: FHFA: Expanded: Rhode Island data remains active status in CEIC and is reported by Federal Housing Finance Agency. The data is categorized under Global Database’s USA – Table US.EB015: House Price Index: Expanded.

Median Sales Price of Houses Sold for the United States was 410800.00000 $ in April of 2025, according to the United States Federal Reserve. Historically, Median Sales Price of Houses Sold for the United States reached a record high of 442600.00000 in October of 2022 and a record low of 17800.00000 in January of 1963. Trading Economics provides the current actual value, an historical data chart and related indicators for Median Sales Price of Houses Sold for the United States - last updated from the United States Federal Reserve on December of 2025.

United States - Consumer Price Index for All Urban Consumers: Nondurables Less Food, Beverages, and Apparel in U.S. City Average was 292.90800 Index 1982-84=100 in September of 2025, according to the United States Federal Reserve. Historically, United States - Consumer Price Index for All Urban Consumers: Nondurables Less Food, Beverages, and Apparel in U.S. City Average reached a record high of 333.04500 in June of 2022 and a record low of 123.50000 in July of 1991. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Consumer Price Index for All Urban Consumers: Nondurables Less Food, Beverages, and Apparel in U.S. City Average - last updated from the United States Federal Reserve on December of 2025.

Home prices in the U.S. reach new heights The American housing market continues to show remarkable resilience, with the S&P/Case Shiller U.S. National Home Price Index reaching an all-time high of 331.69 in June 2025. This figure represents a significant increase from the index value of 166.23 recorded in January 2015, highlighting the substantial growth in home prices over the past decade. The S&P Case Shiller National Home Price Index is based on the prices of single-family homes and is the leading indicator of the American housing market and one of the indicators of the state of the broader economy. The S&P Case Shiller National Home Price Index series also includes S&P/Case Shiller 20-City Composite Home Price Index and S&P/Case Shiller 10-City Composite Home Price Index – measuring the home price changes in the major U.S. metropolitan areas, as well as twenty composite indices for the leading U.S. cities. Market fluctuations and recovery Despite the overall upward trend, the housing market has experienced some fluctuations in recent years. During the housing boom in 2021, the number of existing home sales reached the highest level since 2006. However, transaction volumes quickly plummeted, as the soaring interest rates and out-of-reach prices led to housing sentiment deteriorating. Factors influencing home prices Several factors have contributed to the rise in home prices, including a chronic supply shortage, the gradual decline in interest rates, and the spike in demand during the COVID-19 pandemic. During the subprime mortgage crisis (2007-2010), the construction of new homes declined dramatically. Although it has gradually increased since then, the number of new building permits, home starts, and completions are still shy from the levels before the crisis. With demand outweighing supply, competition for homes can be fierce, leading to bidding wars and soaring prices. The supply of existing homes is further constrained, as homeowners are less likely to sell and move homes due to the worsened lending conditions.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Hospital and Related Services in U.S. City Average (CUSR0000SEMD) from Jan 1978 to Sep 2025 about hospitals, urban, consumer, CPI, services, inflation, price index, indexes, price, and USA.

View monthly updates and historical trends for US Median Sales Price for New Houses Sold. from United States. Source: Census Bureau. Track economic data w…

Graph and download economic data for US Regular All Formulations Gas Price (GASREGW) from 1990-08-20 to 2025-12-01 about gas, commodities, and USA.

United States - Consumer Price Index for All Urban Consumers: New Cars in U.S. City Average was 173.34800 Index 1982-84=100 in January of 2025, according to the United States Federal Reserve. Historically, United States - Consumer Price Index for All Urban Consumers: New Cars in U.S. City Average reached a record high of 174.68400 in July of 2023 and a record low of 102.20000 in January of 1984. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Consumer Price Index for All Urban Consumers: New Cars in U.S. City Average - last updated from the United States Federal Reserve on December of 2025.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Services Less Energy Services in U.S. City Average (CUSR0000SASLE) from Jan 1967 to Sep 2025 about energy, urban, consumer, CPI, services, inflation, price index, indexes, price, and USA.

United States Consumer Price: Average: Rice data was reported at 0.685 USD/lb in Oct 2018. This records a decrease from the previous number of 0.693 USD/lb for Sep 2018. United States Consumer Price: Average: Rice data is updated monthly, averaging 0.542 USD/lb from Jan 1980 (Median) to Oct 2018, with 442 observations. The data reached an all-time high of 0.856 USD/lb in Oct 2008 and a record low of 0.391 USD/lb in Jul 1987. United States Consumer Price: Average: Rice data remains active status in CEIC and is reported by Bureau of Labor Statistics. The data is categorized under Global Database’s United States – Table US.P001: Consumer Price.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Motor Vehicle Maintenance and Repair in U.S. City Average (CUUR0000SETD) from Mar 1947 to Sep 2025 about vehicles, urban, consumer, CPI, inflation, price index, indexes, price, and USA.

View monthly updates and historical trends for US Consumer Price Index: Food. from United States. Source: Bureau of Labor Statistics. Track economic data …

This statistic shows the average property price in the United States in 2011, by property type. Damaged REOs cost an average of ******* U.S. dollars in the U.S. that year. The abbreviation REO stands for real estate owned properties.

Graph and download economic data for All-Transactions House Price Index for Phoenix-Mesa-Chandler, AZ (MSA) (ATNHPIUS38060Q) from Q2 1977 to Q3 2025 about Phoenix, AZ, appraisers, HPI, housing, price index, indexes, price, and USA.

United States - Consumer Price Index for All Urban Consumers: Toys in U.S. City Average was 28.07300 Index 1982-84=100 in September of 2025, according to the United States Federal Reserve. Historically, United States - Consumer Price Index for All Urban Consumers: Toys in U.S. City Average reached a record high of 127.80000 in November of 1996 and a record low of 27.32800 in March of 2025. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Consumer Price Index for All Urban Consumers: Toys in U.S. City Average - last updated from the United States Federal Reserve on November of 2025.

United States Freddie Mac House Price Index: Texas data was reported at 202.295 Dec2000=100 in Sep 2018. This records an increase from the previous number of 201.718 Dec2000=100 for Aug 2018. United States Freddie Mac House Price Index: Texas data is updated monthly, averaging 80.572 Dec2000=100 from Jan 1975 (Median) to Sep 2018, with 525 observations. The data reached an all-time high of 202.295 Dec2000=100 in Sep 2018 and a record low of 32.649 Dec2000=100 in Jan 1975. United States Freddie Mac House Price Index: Texas data remains active status in CEIC and is reported by Federal Home Loan Mortgage Corporation, Freddie Mac. The data is categorized under Global Database’s United States – Table US.EB016: Freddie Mac House Price Index: Federal Home Loan Mortgage Corp.