100+ datasets found
  1. P

    California Housing Prices Dataset

    • paperswithcode.com
    Updated Dec 3, 2024
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    (2024). California Housing Prices Dataset [Dataset]. https://paperswithcode.com/dataset/california-housing-prices
    Explore at:
    Dataset updated
    Dec 3, 2024
    Area covered
    California
    Description

    Median house prices for California districts derived from the 1990 census.

    About Dataset

    Context This is the dataset used in the second chapter of Aurélien Géron's recent book 'Hands-On Machine learning with Scikit-Learn and TensorFlow'. It serves as an excellent introduction to implementing machine learning algorithms because it requires rudimentary data cleaning, has an easily understandable list of variables and sits at an optimal size between being to toyish and too cumbersome.

    The data contains information from the 1990 California census. So although it may not help you with predicting current housing prices like the Zillow Zestimate dataset, it does provide an accessible introductory dataset for teaching people about the basics of machine learning.

    Content The data pertains to the houses found in a given California district and some summary stats about them based on the 1990 census data. Be warned the data aren't cleaned so there are some preprocessing steps required! The columns are as follows, their names are pretty self-explanatory: - longitude - latitude - housing_median_age - total_rooms - total_bedrooms - population - households - median_income - median_house_value - ocean_proximity

    Acknowledgements This data was initially featured in the following paper: Pace, R. Kelley, and Ronald Barry. "Sparse spatial autoregressions." Statistics & Probability Letters 33.3 (1997): 291-297.

    and I encountered it in 'Hands-On Machine learning with Scikit-Learn and TensorFlow' by Aurélien Géron. Aurélien Géron wrote: This dataset is a modified version of the California Housing dataset available from: Luís Torgo's page (University of Porto)

    Inspiration See my kernel on machine learning basics in R using this dataset, or venture over to the following link for a python based introductory tutorial: https://github.com/ageron/handson-ml/tree/master/datasets/housing

  2. Median home price in California 2012-2023

    • statista.com
    Updated Jul 9, 2025
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    Statista (2025). Median home price in California 2012-2023 [Dataset]. https://www.statista.com/statistics/219040/average-property-price-in-california/
    Explore at:
    Dataset updated
    Jul 9, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    The median house price of residential real estate in California has increased notably since 2012. After a brief correction in property prices in 2022, the median price reached ******* U.S. dollars in December 2023.

  3. F

    All-Transactions House Price Index for California

    • fred.stlouisfed.org
    json
    Updated May 27, 2025
    + more versions
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    (2025). All-Transactions House Price Index for California [Dataset]. https://fred.stlouisfed.org/series/CASTHPI
    Explore at:
    jsonAvailable download formats
    Dataset updated
    May 27, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    California
    Description

    Graph and download economic data for All-Transactions House Price Index for California (CASTHPI) from Q1 1975 to Q1 2025 about appraisers, CA, HPI, housing, price index, indexes, price, and USA.

  4. Median sales price growth of existing single-family homes in California...

    • statista.com
    Updated Jan 28, 2025
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    Statista (2025). Median sales price growth of existing single-family homes in California counties 2024 [Dataset]. https://www.statista.com/statistics/1268556/sales-price-growth-of-existing-single-family-homes-in-california/
    Explore at:
    Dataset updated
    Jan 28, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Oct 2024
    Area covered
    California
    Description

    In October 2024, the median sales price of an existing single-family home in Del Norte, California saw an increase of nearly 30 percent, compared to the 5.8 percent increase in the state. 20 counties saw prices fall during this period. In Trinity, the median sales price of single-family homes decreased by approximately 36 percent.

  5. F

    Housing Inventory: Median Listing Price in California

    • fred.stlouisfed.org
    json
    Updated Jul 10, 2025
    + more versions
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    (2025). Housing Inventory: Median Listing Price in California [Dataset]. https://fred.stlouisfed.org/series/MEDLISPRICA
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Jul 10, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Area covered
    California
    Description

    Graph and download economic data for Housing Inventory: Median Listing Price in California (MEDLISPRICA) from Jul 2016 to Jun 2025 about CA, listing, median, price, and USA.

  6. T

    All-Transactions House Price Index for California

    • tradingeconomics.com
    csv, excel, json, xml
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    TRADING ECONOMICS, All-Transactions House Price Index for California [Dataset]. https://tradingeconomics.com/united-states/house-price-index-for-california-index-1980-q1-100-q-nsa-fed-data.html
    Explore at:
    json, csv, xml, excelAvailable download formats
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    California
    Description

    All-Transactions House Price Index for California was 967.68000 Index 1980 Q1=100 in January of 2025, according to the United States Federal Reserve. Historically, All-Transactions House Price Index for California reached a record high of 967.81000 in October of 2024 and a record low of 41.67000 in January of 1975. Trading Economics provides the current actual value, an historical data chart and related indicators for All-Transactions House Price Index for California - last updated from the United States Federal Reserve on July of 2025.

  7. California Housing prices Dataset

    • kaggle.com
    Updated Jun 10, 2021
    + more versions
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    Azaruddin AskarAli (2021). California Housing prices Dataset [Dataset]. https://www.kaggle.com/azaruddinaskarali/california-housing-prices-dataset/discussion
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jun 10, 2021
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Azaruddin AskarAli
    Area covered
    California
    Description

    Dataset

    This dataset was created by Azaruddin AskarAli

    Contents

  8. United States House Price Index: FHFA: California

    • ceicdata.com
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    CEICdata.com, United States House Price Index: FHFA: California [Dataset]. https://www.ceicdata.com/en/united-states/house-price-index/house-price-index-fhfa-california
    Explore at:
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Mar 1, 2015 - Dec 1, 2017
    Area covered
    United States
    Variables measured
    Consumer Prices
    Description

    United States House Price Index: FHFA: California data was reported at 655.910 Mar1980=100 in Jun 2018. This records an increase from the previous number of 639.250 Mar1980=100 for Mar 2018. United States House Price Index: FHFA: California data is updated quarterly, averaging 227.460 Mar1980=100 from Mar 1975 (Median) to Jun 2018, with 174 observations. The data reached an all-time high of 655.910 Mar1980=100 in Jun 2018 and a record low of 41.630 Mar1980=100 in Mar 1975. United States House Price Index: FHFA: California 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.

  9. Median sales price of existing single family houses in California counties...

    • statista.com
    Updated Jul 11, 2025
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    Statista (2025). Median sales price of existing single family houses in California counties 2024 [Dataset]. https://www.statista.com/statistics/1268547/sales-price-of-existing-single-family-homes-in-california/
    Explore at:
    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Oct 2024
    Area covered
    California
    Description

    In October 2024, the median sales price of an existing single-family home in San Mateo, California was *********** U.S. dollars. This was more than double the median sales price in the state of California. The most affordable county was Trinity, where an existing single family home sold for approximately ******* U.S. dollars.

  10. California Housing prices

    • kaggle.com
    Updated Jan 16, 2024
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    Panos (2024). California Housing prices [Dataset]. https://www.kaggle.com/panosc/california-housing-prices/discussion
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jan 16, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Panos
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Area covered
    California
    Description

    Dataset

    This dataset was created by Panos

    Released under CC0: Public Domain

    Contents

  11. California Housing Prices

    • kaggle.com
    Updated Jan 26, 2025
    + more versions
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    Bakht Muhammad (2025). California Housing Prices [Dataset]. https://www.kaggle.com/datasets/bakhtmuhammad/california-housing-prices
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jan 26, 2025
    Dataset provided by
    Kaggle
    Authors
    Bakht Muhammad
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Area covered
    California
    Description

    Dataset

    This dataset was created by Bakht Muhammad

    Released under CC0: Public Domain

    Contents

  12. F

    All-Transactions House Price Index for San Diego-Chula Vista-Carlsbad, CA...

    • fred.stlouisfed.org
    json
    Updated May 27, 2025
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    (2025). All-Transactions House Price Index for San Diego-Chula Vista-Carlsbad, CA (MSA) [Dataset]. https://fred.stlouisfed.org/series/ATNHPIUS41740Q
    Explore at:
    jsonAvailable download formats
    Dataset updated
    May 27, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    Carlsbad, Chula Vista, California
    Description

    Graph and download economic data for All-Transactions House Price Index for San Diego-Chula Vista-Carlsbad, CA (MSA) (ATNHPIUS41740Q) from Q4 1975 to Q1 2025 about San Diego, appraisers, CA, HPI, housing, price index, indexes, price, and USA.

  13. T

    All-Transactions House Price Index for Orange County, CA

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Apr 21, 2018
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    TRADING ECONOMICS (2018). All-Transactions House Price Index for Orange County, CA [Dataset]. https://tradingeconomics.com/united-states/all-transactions-house-price-index-for-orange-county-ca-fed-data.html
    Explore at:
    csv, json, xml, excelAvailable download formats
    Dataset updated
    Apr 21, 2018
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    Orange County, California
    Description

    All-Transactions House Price Index for Orange County, CA was 383.50000 Index 2000=100 in January of 2024, according to the United States Federal Reserve. Historically, All-Transactions House Price Index for Orange County, CA reached a record high of 383.50000 in January of 2024 and a record low of 17.53000 in January of 1975. Trading Economics provides the current actual value, an historical data chart and related indicators for All-Transactions House Price Index for Orange County, CA - last updated from the United States Federal Reserve on July of 2025.

  14. California Housing price prediction

    • kaggle.com
    Updated Mar 3, 2023
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    Siddartha Gandi (2023). California Housing price prediction [Dataset]. https://www.kaggle.com/datasets/siddarthagandi/california-housing-price-prediction
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Mar 3, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Siddartha Gandi
    Area covered
    California
    Description

    The California Housing dataset is based on 1990 US census and is widely used for machine learning and statistics. It was published in 1990 by Pace, R. Kelley and Ronald Barry, and can be found in the UCI Machine Learning Repository. The California Data set gives the information about Economic and Geographic values of the Houses,and also the economic status of the people present in the California.

  15. Mexico Average House Price: Baja California

    • ceicdata.com
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    CEICdata.com, Mexico Average House Price: Baja California [Dataset]. https://www.ceicdata.com/en/mexico/average-house-price/average-house-price-baja-california
    Explore at:
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jun 1, 2016 - Mar 1, 2019
    Area covered
    Mexico
    Description

    Mexico Average House Price: Baja California data was reported at 903,598.000 MXN in Mar 2019. This records an increase from the previous number of 720,437.000 MXN for Dec 2018. Mexico Average House Price: Baja California data is updated quarterly, averaging 658,724.000 MXN from Dec 2014 (Median) to Mar 2019, with 18 observations. The data reached an all-time high of 903,598.000 MXN in Mar 2019 and a record low of 562,050.000 MXN in Dec 2014. Mexico Average House Price: Baja California data remains active status in CEIC and is reported by Federal Mortgage Society. The data is categorized under Global Database’s Mexico – Table MX.EB005: Average House Price.

  16. F

    All-Transactions House Price Index for Orange County, CA

    • fred.stlouisfed.org
    json
    Updated Mar 25, 2025
    + more versions
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    (2025). All-Transactions House Price Index for Orange County, CA [Dataset]. https://fred.stlouisfed.org/series/ATNHPIUS06059A
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Mar 25, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    California, Orange County
    Description

    Graph and download economic data for All-Transactions House Price Index for Orange County, CA (ATNHPIUS06059A) from 1975 to 2024 about Orange County, CA; Los Angeles; CA; HPI; housing; price index; indexes; price; and USA.

  17. t

    California Housing Dataset - Dataset - LDM

    • service.tib.eu
    Updated Dec 3, 2024
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    (2024). California Housing Dataset - Dataset - LDM [Dataset]. https://service.tib.eu/ldmservice/dataset/california-housing-dataset
    Explore at:
    Dataset updated
    Dec 3, 2024
    Description

    The California Housing Dataset is a dataset containing information about housing prices in California, with nine features and a target variable of median house price.

  18. T

    All-Transactions House Price Index for Los Angeles County, CA

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Jul 13, 2019
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    TRADING ECONOMICS (2019). All-Transactions House Price Index for Los Angeles County, CA [Dataset]. https://tradingeconomics.com/united-states/all-transactions-house-price-index-for-los-angeles-county-ca-fed-data.html
    Explore at:
    csv, json, xml, excelAvailable download formats
    Dataset updated
    Jul 13, 2019
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    California, Los Angeles County
    Description

    All-Transactions House Price Index for Los Angeles County, CA was 398.42000 Index 2000=100 in January of 2024, according to the United States Federal Reserve. Historically, All-Transactions House Price Index for Los Angeles County, CA reached a record high of 398.42000 in January of 2024 and a record low of 16.91000 in January of 1975. Trading Economics provides the current actual value, an historical data chart and related indicators for All-Transactions House Price Index for Los Angeles County, CA - last updated from the United States Federal Reserve on June of 2025.

  19. New housing price index, monthly

    • www150.statcan.gc.ca
    • ouvert.canada.ca
    • +2more
    Updated Jun 20, 2025
    + more versions
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    Government of Canada, Statistics Canada (2025). New housing price index, monthly [Dataset]. http://doi.org/10.25318/1810020501-eng
    Explore at:
    Dataset updated
    Jun 20, 2025
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    Area covered
    Canada
    Description

    New housing price index (NHPI). Monthly data are available from January 1981. The table presents data for the most recent reference period and the last four periods. The base period for the index is (201612=100).

  20. M

    California Home Price Index (1975-2025)

    • macrotrends.net
    csv
    Updated Jun 30, 2025
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    MACROTRENDS (2025). California Home Price Index (1975-2025) [Dataset]. https://www.macrotrends.net/3102/california-home-price-index
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jun 30, 2025
    Dataset authored and provided by
    MACROTRENDS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    1975 - 2025
    Area covered
    United States, California
    Description

    Estimated using sales prices and appraisal data.

Share
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TwitterTwitter
Email
Click to copy link
Link copied
Close
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(2024). California Housing Prices Dataset [Dataset]. https://paperswithcode.com/dataset/california-housing-prices

California Housing Prices Dataset

Explore at:
Dataset updated
Dec 3, 2024
Area covered
California
Description

Median house prices for California districts derived from the 1990 census.

About Dataset

Context This is the dataset used in the second chapter of Aurélien Géron's recent book 'Hands-On Machine learning with Scikit-Learn and TensorFlow'. It serves as an excellent introduction to implementing machine learning algorithms because it requires rudimentary data cleaning, has an easily understandable list of variables and sits at an optimal size between being to toyish and too cumbersome.

The data contains information from the 1990 California census. So although it may not help you with predicting current housing prices like the Zillow Zestimate dataset, it does provide an accessible introductory dataset for teaching people about the basics of machine learning.

Content The data pertains to the houses found in a given California district and some summary stats about them based on the 1990 census data. Be warned the data aren't cleaned so there are some preprocessing steps required! The columns are as follows, their names are pretty self-explanatory: - longitude - latitude - housing_median_age - total_rooms - total_bedrooms - population - households - median_income - median_house_value - ocean_proximity

Acknowledgements This data was initially featured in the following paper: Pace, R. Kelley, and Ronald Barry. "Sparse spatial autoregressions." Statistics & Probability Letters 33.3 (1997): 291-297.

and I encountered it in 'Hands-On Machine learning with Scikit-Learn and TensorFlow' by Aurélien Géron. Aurélien Géron wrote: This dataset is a modified version of the California Housing dataset available from: Luís Torgo's page (University of Porto)

Inspiration See my kernel on machine learning basics in R using this dataset, or venture over to the following link for a python based introductory tutorial: https://github.com/ageron/handson-ml/tree/master/datasets/housing

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