Graph and download economic data for All-Transactions House Price Index for New York (NYSTHPI) from Q1 1975 to Q3 2025 about appraisers, NY, HPI, housing, price index, indexes, price, and USA.

Description:

This dataset contains prices of New York houses, providing valuable insights into the real estate market in the region. It includes information such as broker titles, house types, prices, number of bedrooms and bathrooms, property square footage, addresses, state, administrative and local areas, street names, and geographical coordinates.

Key Features:

• BROKERTITLE: Title of the broker
• TYPE: Type of the house
• PRICE: Price of the house
• BEDS: Number of bedrooms
• BATH: Number of bathrooms
• PROPERTYSQFT: Square footage of the property
• ADDRESS: Full address of the house
• STATE: State of the house
• MAIN_ADDRESS: Main address information
• ADMINISTRATIVE_AREA_LEVEL_2: Administrative area level 2 information
• LOCALITY: Locality information
• SUBLOCALITY: Sublocality information
• STREET_NAME: Street name
• LONG_NAME: Long name
• FORMATTED_ADDRESS: Formatted address
• LATITUDE: Latitude coordinate of the house
• LONGITUDE: Longitude coordinate of the house

Potential Use Cases:

• Price analysis: Analyze the distribution of house prices to understand market trends and identify potential investment opportunities.
• Property size analysis: Explore the relationship between property square footage and prices to assess the value of different-sized houses.
• Location-based analysis: Investigate geographical patterns to identify areas with higher or lower property prices.
• Bedroom and bathroom trends: Analyze the impact of the number of bedrooms and bathrooms on house prices.
• Broker performance analysis: Evaluate the influence of different brokers on the pricing of houses.

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Graph and download economic data for Condo Price Index for New York, New York (NYXRCSA) from Jan 1995 to Sep 2025 about New York, HPI, housing, price index, indexes, price, and USA.

All-Transactions House Price Index for New York was 1136.35000 Index 1980 Q1=100 in April of 2025, according to the United States Federal Reserve. Historically, All-Transactions House Price Index for New York reached a record high of 1136.35000 in April of 2025 and a record low of 72.54000 in January of 1976. Trading Economics provides the current actual value, an historical data chart and related indicators for All-Transactions House Price Index for New York - last updated from the United States Federal Reserve on November of 2025.

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

Graph and download economic data for All-Transactions House Price Index for Queens County, NY (ATNHPIUS36081A) from 1975 to 2024 about Queens County, NY; New York; NY; HPI; housing; price index; indexes; price; and USA.

As compared to the previous year, the median price for home sales in Manhattan, New York decreased in the first quarter of 2023. In that quarter, the home price reached the median of **** million U.S. dollars, down from *** million U.S. dollars the year before. In other New York boroughs, such as Brooklyn, and Queens, and Bronx, the median home prices followed the opposite trend.

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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 New York Home Price Index has overall increased 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 increased by ** percent since 2000. The value of the S&P Case Shiller New York Home Price Index amounted to ****** in August 2025. That was below the national average.

Graph and download economic data for S&P CoreLogic Case-Shiller NY-New York Home Price Index (NYXRSA) from Jan 1987 to Sep 2025 about New York, NY, HPI, housing, price index, indexes, price, and USA.

The median sales price of new development condos in Brooklyn, NY was over *********** U.S. dollars in the third quarter of 2024, up from ******* U.S. dollars in the corresponding quarter in 2023. Co-op housing was the most affordable option for home buyers, with a median sales price of ******* U.S. dollars in 2024.

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 Westchester County, NY (ATNHPIUS36119A) from 1975 to 2024 about Westchester County, NY; New York; NY; HPI; housing; price index; indexes; price; and USA.

Graph and download economic data for All-Transactions House Price Index for Suffolk County, NY (ATNHPIUS36103A) from 1975 to 2024 about Suffolk County, NY; New York; NY; HPI; housing; price index; indexes; price; and USA.

Median Home Sale Price: All Residential: Buffalo, NY data was reported at 180.000 USD th in Jul 2020. This records an increase from the previous number of 165.000 USD th for Jun 2020. Median Home Sale Price: All Residential: Buffalo, NY data is updated monthly, averaging 130.000 USD th from Feb 2012 (Median) to Jul 2020, with 102 observations. The data reached an all-time high of 180.000 USD th in Jul 2020 and a record low of 103.000 USD th in Feb 2012. Median Home Sale Price: All Residential: Buffalo, NY data remains active status in CEIC and is reported by Redfin. The data is categorized under Global Database’s United States – Table US.EB056: Median Home Sale Price: by Metropolitan Areas.

Context and Acknowledgements This dataset is inspired by and improves upon the City of New York's NYC Property Sales dataset. The dataset contains a record of every property sold in the New York City property market since 2003 (the first year sales data was first listed on the public record) and updates monthly to include rolling sales.

Please upvote if you found the dataset or additional resources helpful. 👍

Content This dataset contains the location, address, type, sale price, tax category, and sale date of properties sold.

• BOROUGH: Manhattan (1), Bronx (2), Brooklyn (3), Queens (4), and Staten Island (5).
• TAX CLASSES:
  • 1: Most Residential Properties up to Three Units, Vacant Lots Zoned for Residential, Condominiums Less Than Three Stories.
  • 2: All Other Residential Properties.
  • 3: Property with equipment owned by a gas, telephone, or electric company.
  • 4: All other Properties (Garages, Factories, Warehouses...)
• EASEMENT: A right that allows an entity to make limited use of another's real property.
• $0 Sales Prices: Indicates a transfer of ownership without a cash consideration.

For further reference on the fields in this dataset see the City of New York Department of Finance's Glossary of Terms and Building Codes.

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Between 2020 and 2022, the average square footage price of one-to-three family homes in Queens, New York increased. Existing condo prices, on the other hand, fell from ***** U.S. dollars per square foot in the ********************* to *** U.S. dollars per square foot in the *********************.

Graph and download economic data for All-Transactions House Price Index for Nassau County-Suffolk County, NY (MSAD) (ATNHPIUS35004Q) from Q3 1975 to Q3 2025 about Nassau, appraisers, NY, HPI, housing, price index, indexes, price, and USA.

United States House Price Index: FHFA: New York data was reported at 679.080 Mar1980=100 in Jun 2018. This records an increase from the previous number of 670.010 Mar1980=100 for Mar 2018. United States House Price Index: FHFA: New York data is updated quarterly, averaging 288.040 Mar1980=100 from Mar 1975 (Median) to Jun 2018, with 174 observations. The data reached an all-time high of 679.080 Mar1980=100 in Jun 2018 and a record low of 73.490 Mar1980=100 in Mar 1976. United States House Price Index: FHFA: New York data remains active status in CEIC and is reported by Federal Housing Finance Agency. The data is categorized under Global Database’s United States – Table US.EB014: House Price Index.

Context

I'm trying to make a Choropleth map over time of home sale prices by block in Brooklyn for the last 15 years to visualize gentrification. I have the entire dataset for all 5 boroughs of New York, but am starting with Brooklyn.

Content and Acknowledgements

Primary dataset is the NYC Housing Sales Data Found in this Link: http://www1.nyc.gov/site/finance/taxes/property-rolling-sales-data.page

The data in all the separate excel spreadsheets for 2003-2017 was merged via VBA scripting in Excel and further cleaned & de-duped in R

Additionally, in my hunt for shapefiles I discovered these wonderful shapefiles from NYCPluto: https://www1.nyc.gov/site/planning/data-maps/open-data/dwn-pluto-mappluto.page

I left joined it by "Block" & "Lot" onto the primary data frame, but 25% of the block/lot combo's ended up not having a corresponding entry in the Pluto shapefile and are NAs.

Note that as in other uploaded datasets of NYC housing on Kaggle, many of these transactions have a sale_price of $0 or only a nominal amount far less than market value. These are likely property transfers to relatives and should be excluded from any analysis of market prices.

Inspiration

Can you model Brooklyn home prices accurately?