100+ datasets found
  1. Danish Residential Housing Prices 1992-2024

    • kaggle.com
    Updated Nov 29, 2024
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Martin Frederiksen (2024). Danish Residential Housing Prices 1992-2024 [Dataset]. https://www.kaggle.com/datasets/martinfrederiksen/danish-residential-housing-prices-1992-2024
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Nov 29, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Martin Frederiksen
    Description

    Danish residential house prices (1992-2024)

    About the dataset (cleaned data)

    The dataset (parquet file) contains approximately 1,5 million residential household sales from Denmark during the periode from 1992 to 2024. All cleaned data is merged into one parquet file here on Kaggle. Note some cleaning might still be nessesary, see notebook under code.

    Also, added a random sample (100k) of the dataset as a csv file.

    Done in Python version: 2.6.3.

    Raw data

    Raw data and more info is avaible on Github repositary: https://github.com/MartinSamFred/Danish-residential-housingPrices-1992-2024.git

    The dataset has been scraped and cleaned (to some extent). Cleaned files are located in: \Housing_data_cleaned \ named DKHousingprices_1 and 2. Saved in parquet format (and saved as two files due to size).

    Cleaning from raw files to above cleaned files is outlined in BoligsalgConcatCleanigGit.ipynb. (done in Python version: 2.6.3)

    Webscraping script: Webscrape_script.ipynb (done in Python version: 2.6.3)

    Provided you want to clean raw files from scratch yourself:

    Uncleaned scraped files (81 in total) are located in \Housing_data_raw \ Housing_data_batch1 and 2. Saved in .csv format and compressed as 7-zip files.

    Additional files added/appended to the Cleaned files are located in \Addtional_data and named DK_inflation_rates, DK_interest_rates, DK_morgage_rates and DK_regions_zip_codes. Saved in .xlsx format.

    Content

    Each row in the dataset contains a residential household sale during the period 1992 - 2024.

    “Cleaned files” columns:

    0 'date': is the transaction date

    1 'quarter': is the quarter based on a standard calendar year

    2 'house_id': unique house id (could be dropped)

    3 'house_type': can be 'Villa', 'Farm', 'Summerhouse', 'Apartment', 'Townhouse'

    4 'sales_type': can be 'regular_sale', 'family_sale', 'other_sale', 'auction', '-' (“-“ could be dropped)

    5 'year_build': range 1000 to 2024 (could be narrowed more)

    6 'purchase_price': is purchase price in DKK

    7 '%_change_between_offer_and_purchase': could differ negatively, be zero or positive

    8 'no_rooms': number of rooms

    9 'sqm': number of square meters

    10 'sqm_price': 'purchase_price' divided by 'sqm_price'

    11 'address': is the address

    12 'zip_code': is the zip code

    13 'city': is the city

    14 'area': 'East & mid jutland', 'North jutland', 'Other islands', 'Capital, Copenhagen', 'South jutland', 'North Zealand', 'Fyn & islands', 'Bornholm'

    15 'region': 'Jutland', 'Zealand', 'Fyn & islands', 'Bornholm'

    16 'nom_interest_rate%': Danish nominal interest rate show pr. quarter however actual rate is not converted from annualized to quarterly

    17 'dk_ann_infl_rate%': Danish annual inflation rate show pr. quarter however actual rate is not converted from annualized to quarterly

    18 'yield_on_mortgage_credit_bonds%': 30 year mortgage bond rate (without spread)

    Uses

    Various (statistical) analysis, visualisation and I assume machine learning as well.

    Practice exercises etc.

    Uncleaned scraped files are great to practice cleaning, especially string cleaning. I’m not an expect as seen in the coding ;-).

    Disclaimer

    The data and information in the data set provided here are intended to be used primarily for educational purposes only. I do not own any data, and all rights are reserved to the respective owners as outlined in “Acknowledgements/sources”. The accuracy of the dataset is not guaranteed accordingly any analysis and/or conclusions is solely at the user's own responsibly and accountability.

    Acknowledgements/sources

    All data is publicly available on:

    Boliga: https://www.boliga.dk/

    Finans Danmark: https://finansdanmark.dk/

    Danmarks Statistik: https://www.dst.dk/da

    Statistikbanken: https://statistikbanken.dk/statbank5a/default.asp?w=2560

    Macrotrends: https://www.macrotrends.net/

    PostNord: https://www.postnord.dk/

    World Data: https://www.worlddata.info/

    Dataset picture / cover photo: Nick Karvounis (https://unsplash.com/)

    Have fun… :-)

  2. T

    Denmark House Price Index

    • tradingeconomics.com
    • ru.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Sep 15, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    TRADING ECONOMICS (2025). Denmark House Price Index [Dataset]. https://tradingeconomics.com/denmark/housing-index
    Explore at:
    json, xml, excel, csvAvailable download formats
    Dataset updated
    Sep 15, 2025
    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
    Mar 31, 2005 - Jun 30, 2025
    Area covered
    Denmark
    Description

    Housing Index in Denmark increased to 151.21 points in the second quarter of 2025 from 148.65 points in the first quarter of 2025. This dataset provides - Denmark House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  3. T

    Denmark - House price index

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Mar 22, 2021
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    TRADING ECONOMICS (2021). Denmark - House price index [Dataset]. https://tradingeconomics.com/denmark/house-price-idx-eurostat-data.html
    Explore at:
    xml, excel, json, csvAvailable download formats
    Dataset updated
    Mar 22, 2021
    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
    Denmark
    Description

    Denmark - House price index was 7.30% in June of 2025, according to the EUROSTAT. Trading Economics provides the current actual value, an historical data chart and related indicators for Denmark - House price index - last updated from the EUROSTAT on December of 2025. Historically, Denmark - House price index reached a record high of 30.40% in June of 2006 and a record low of -15.60% in March of 2009.

  4. Residential real estate price forecast change in Denmark 2021-2024

    • statista.com
    Updated Nov 29, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Statista (2025). Residential real estate price forecast change in Denmark 2021-2024 [Dataset]. https://www.statista.com/statistics/1165931/residential-real-estate-price-forecast-change-in-denmark/
    Explore at:
    Dataset updated
    Nov 29, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2021
    Area covered
    Denmark
    Description

    The average house price in Denmark increased sharply in 2021, but growth slowed down to approximately *** percent in 2022. According to the forecast, 2023 is going to see house prices fall by almost **** percent. In 2024, house prices are expected to decrease further by about *** percent. As of 2021, the average sales price of single family homes in Denmark amounted to over *** Danish kroner.

  5. F

    Real Residential Property Prices for Denmark

    • fred.stlouisfed.org
    json
    Updated Nov 27, 2025
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    (2025). Real Residential Property Prices for Denmark [Dataset]. https://fred.stlouisfed.org/series/QDKR628BIS
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Nov 27, 2025
    License

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

    Area covered
    Denmark
    Description

    Graph and download economic data for Real Residential Property Prices for Denmark (QDKR628BIS) from Q1 1970 to Q2 2025 about Denmark, residential, HPI, housing, real, price index, indexes, and price.

  6. D

    Denmark House Prices Growth

    • ceicdata.com
    Updated Nov 15, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    CEICdata.com (2025). Denmark House Prices Growth [Dataset]. https://www.ceicdata.com/en/indicator/denmark/house-prices-growth
    Explore at:
    Dataset updated
    Nov 15, 2025
    Dataset provided by
    CEICdata.com
    License

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

    Time period covered
    Feb 1, 2021 - Jan 1, 2022
    Area covered
    Denmark
    Description

    Key information about House Prices Growth

    • Denmark house prices grew 12.3% YoY in Jan 2022, following an increase of 9.2% YoY in the previous month.
    • YoY growth data is updated monthly, available from Jan 2007 to Jan 2022, with an average growth rate of 0.0%.

    CEIC calculates monthly House Prices Growth from Property Price Index. Statistics Denmark used to provide Property Price Index of One Family Houses with base 2006=100. House Prices Growth covers single family houses only.

  7. House price index in Denmark 2018-2023, per quarter

    • statista.com
    Updated Nov 29, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Statista (2025). House price index in Denmark 2018-2023, per quarter [Dataset]. https://www.statista.com/statistics/659691/quarterly-house-price-index-in-denmark/
    Explore at:
    Dataset updated
    Nov 29, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Denmark
    Description

    The house price index in Denmark increased between 2015 and 2023, with prices peaking in 2022. The index tracks the price development for residential real estate, with 2015 chosen as a baseline year. In the fourth quarter of 2023, the index for existing dwellings amounted to *** index points, suggesting a price increase of ** percent since 2015.

  8. y

    Denmark House Price Index

    • ycharts.com
    html
    Updated Oct 3, 2025
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Eurostat (2025). Denmark House Price Index [Dataset]. https://ycharts.com/indicators/denmark_house_price_index
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Oct 3, 2025
    Dataset provided by
    YCharts
    Authors
    Eurostat
    License

    https://www.ycharts.com/termshttps://www.ycharts.com/terms

    Time period covered
    Mar 31, 2005 - Jun 30, 2025
    Area covered
    Denmark
    Variables measured
    Denmark House Price Index
    Description

    View quarterly updates and historical trends for Denmark House Price Index. Source: Eurostat. Track economic data with YCharts analytics.

  9. Average purchasing price for single-family houses in Denmark 2011-2023

    • statista.com
    Updated Jul 11, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Statista (2025). Average purchasing price for single-family houses in Denmark 2011-2023 [Dataset]. https://www.statista.com/statistics/659888/average-purchasing-price-for-single-family-houses-in-denmark/
    Explore at:
    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Denmark
    Description

    The average sales price of one-family houses in Denmark increased by *** thousand Danish Kroner (+**** percent) in 2023. In total, the average price amounted to *** million Danish Kroner in 2023. Find more statistics on one-family houses in Denmark with key insights such as Average purchasing price for condominiums and Average purchasing price for holiday houses.

  10. T

    Denmark Residential Property Prices

    • tradingeconomics.com
    • zh.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Sep 15, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    TRADING ECONOMICS (2025). Denmark Residential Property Prices [Dataset]. https://tradingeconomics.com/denmark/residential-property-prices
    Explore at:
    xml, csv, json, excelAvailable download formats
    Dataset updated
    Sep 15, 2025
    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
    Mar 31, 1971 - Jun 30, 2025
    Area covered
    Denmark
    Description

    Residential Property Prices in Denmark increased 7.31 percent in June of 2025 over the same month in the previous year. This dataset includes a chart with historical data for Denmark Residential Property Prices.

  11. House price to rent ratio in Denmark 1970-2025, by quarter

    • statista.com
    Updated Nov 29, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Statista (2025). House price to rent ratio in Denmark 1970-2025, by quarter [Dataset]. https://www.statista.com/statistics/592209/house-price-to-rent-ratio-denmark/
    Explore at:
    Dataset updated
    Nov 29, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Denmark
    Description

    The house price to rent ratio in Denmark stood at ****** points in the first quarter of 2025. This is higher than the observation from the first quarter one year earlier, when the ratio had been ****** points.

  12. T

    Denmark - House price index, deflated

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Mar 28, 2021
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    TRADING ECONOMICS (2021). Denmark - House price index, deflated [Dataset]. https://tradingeconomics.com/denmark/house-price-idx-deflated-eurostat-data.html
    Explore at:
    excel, csv, xml, jsonAvailable download formats
    Dataset updated
    Mar 28, 2021
    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
    Denmark
    Description

    Denmark - House price index, deflated was 4.80% in June of 2025, according to the EUROSTAT. Trading Economics provides the current actual value, an historical data chart and related indicators for Denmark - House price index, deflated - last updated from the EUROSTAT on December of 2025. Historically, Denmark - House price index, deflated reached a record high of 27.50% in June of 2006 and a record low of -17.20% in March of 2009.

  13. T

    Denmark - House price index (2015 = 100)

    • tradingeconomics.com
    csv, excel, json, xml
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    TRADING ECONOMICS, Denmark - House price index (2015 = 100) [Dataset]. https://tradingeconomics.com/denmark/house-price-idx-2015-100-eurostat-data.html
    Explore at:
    csv, excel, json, xmlAvailable 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
    Denmark
    Description

    Denmark - House price index (2015 = 100) was 7.30 % year-on-year in June of 2025, according to the EUROSTAT. Trading Economics provides the current actual value, an historical data chart and related indicators for Denmark - House price index (2015 = 100) - last updated from the EUROSTAT on December of 2025. Historically, Denmark - House price index (2015 = 100) reached a record high of 14.10 % year-on-year in March of 2021 and a record low of -5.80 % year-on-year in June of 2023.

  14. Denmark: house price index Q1 2022-Q1 2024

    • statista.com
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Statista, Denmark: house price index Q1 2022-Q1 2024 [Dataset]. https://www.statista.com/statistics/329713/house-price-index-in-denmark/
    Explore at:
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Denmark
    Description

    In the first quarter of 2024, the housing price index stood at 136.59 in Denmark. The previous quarter had over 140. In the documented period, Denmark's housing price index has been fluctuating.

  15. y

    Denmark House Price Index

    • ycharts.com
    html
    Updated Oct 10, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Federal Reserve Bank of Dallas (2025). Denmark House Price Index [Dataset]. https://ycharts.com/indicators/denmark_house_price_index_ihpd
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Oct 10, 2025
    Dataset provided by
    YCharts
    Authors
    Federal Reserve Bank of Dallas
    License

    https://www.ycharts.com/termshttps://www.ycharts.com/terms

    Time period covered
    Mar 31, 1975 - Jun 30, 2025
    Area covered
    Denmark
    Variables measured
    Denmark House Price Index
    Description

    View quarterly updates and historical trends for Denmark House Price Index. Source: Federal Reserve Bank of Dallas. Track economic data with YCharts analy…

  16. D

    Denmark DK: House Price Index: Nominal: sa

    • ceicdata.com
    Updated Mar 15, 2025
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    CEICdata.com (2025). Denmark DK: House Price Index: Nominal: sa [Dataset]. https://www.ceicdata.com/en/denmark/house-price-index-seasonally-adjusted-oecd-member-quarterly/dk-house-price-index-nominal-sa
    Explore at:
    Dataset updated
    Mar 15, 2025
    Dataset provided by
    CEICdata.com
    License

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

    Time period covered
    Dec 1, 2021 - Sep 1, 2024
    Area covered
    Denmark
    Description

    Denmark DK: House Price Index: Nominal: sa data was reported at 145.158 2015=100 in Dec 2024. This records an increase from the previous number of 143.579 2015=100 for Sep 2024. Denmark DK: House Price Index: Nominal: sa data is updated quarterly, averaging 43.760 2015=100 from Mar 1970 (Median) to Dec 2024, with 220 observations. The data reached an all-time high of 145.158 2015=100 in Dec 2024 and a record low of 6.802 2015=100 in Mar 1970. Denmark DK: House Price Index: Nominal: sa data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Denmark – Table DK.OECD.AHPI: House Price Index: Seasonally Adjusted: OECD Member: Quarterly. Whole country; Seasonnally adjusted by OECD, using the X-12 ARIMA method; Residential property prices, sales of newly-built and existing dwellings, all types of dwellings The source for recent figures (from 2005Q1) is same as the OECD Residential Property Price Indices (RPPIs) - Headline indicators database. Before 1992, the used indicator is 'Residential property prices, single-family houses, pure price, NSA', from Statistics Denmark. Sales

  17. D

    Denmark Dismantled House Price: DR: Capital Region: Copenhagen City (CC)

    • ceicdata.com
    Updated Sep 15, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    CEICdata.com (2025). Denmark Dismantled House Price: DR: Capital Region: Copenhagen City (CC) [Dataset]. https://www.ceicdata.com/en/denmark/housing-supply-statistics/dismantled-house-price-dr-capital-region-copenhagen-city-cc
    Explore at:
    Dataset updated
    Sep 15, 2025
    Dataset provided by
    CEICdata.com
    License

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

    Time period covered
    May 1, 2017 - Apr 1, 2018
    Area covered
    Denmark
    Variables measured
    Stock
    Description

    Denmark Dismantled House Price: DR: Capital Region: Copenhagen City (CC) data was reported at 41,355.000 DKK/sq m in Nov 2018. This records a decrease from the previous number of 43,589.000 DKK/sq m for Oct 2018. Denmark Dismantled House Price: DR: Capital Region: Copenhagen City (CC) data is updated monthly, averaging 29,946.000 DKK/sq m from Jan 2004 (Median) to Nov 2018, with 179 observations. The data reached an all-time high of 43,589.000 DKK/sq m in Oct 2018 and a record low of 18,469.000 DKK/sq m in Feb 2004. Denmark Dismantled House Price: DR: Capital Region: Copenhagen City (CC) data remains active status in CEIC and is reported by Association of Danish Mortgage Banks. The data is categorized under Global Database’s Denmark – Table DK.EB005: Housing Supply Statistics.

  18. D

    Denmark DK: Rent Price Index: sa

    • ceicdata.com
    Updated Sep 15, 2025
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    CEICdata.com (2025). Denmark DK: Rent Price Index: sa [Dataset]. https://www.ceicdata.com/en/denmark/house-price-index-seasonally-adjusted-oecd-member-quarterly/dk-rent-price-index-sa
    Explore at:
    Dataset updated
    Sep 15, 2025
    Dataset provided by
    CEICdata.com
    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, 2023 - Dec 1, 2025
    Area covered
    Denmark
    Description

    Denmark DK: Rent Price Index: sa data was reported at 118.197 2015=100 in Dec 2025. This records an increase from the previous number of 117.766 2015=100 for Sep 2025. Denmark DK: Rent Price Index: sa data is updated quarterly, averaging 62.455 2015=100 from Mar 1967 (Median) to Dec 2025, with 236 observations. The data reached an all-time high of 118.197 2015=100 in Dec 2025 and a record low of 8.918 2015=100 in Jun 1967. Denmark DK: Rent Price Index: sa data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Denmark – Table DK.OECD.AHPI: House Price Index: Seasonally Adjusted: OECD Member: Quarterly.

  19. Average price per property sold in Copenhagen 2014-2023

    • statista.com
    Updated Jul 18, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Statista (2025). Average price per property sold in Copenhagen 2014-2023 [Dataset]. https://www.statista.com/statistics/1307100/copenhagen-average-property-prices/
    Explore at:
    Dataset updated
    Jul 18, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Denmark
    Description

    The average sales price of all properties in Denmark decreased to *** million Danish Kroner compared to the previous year. Nevertheless, the last two years in this industry recorded a significantly higher average price than the preceding years.Find more statistics on all properties in Denmark with key insights such as Average purchasing price for single-family houses and Average purchasing price for holiday houses.

  20. EMF house price index in Denmark 2015-2024, by quarter

    • statista.com
    Updated Jun 26, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Statista (2025). EMF house price index in Denmark 2015-2024, by quarter [Dataset]. https://www.statista.com/statistics/614887/emf-house-price-index-denmark-europe/
    Explore at:
    Dataset updated
    Jun 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Denmark
    Description

    The EMF house price index in Denmark increased with fluctuation from 2017 to 2024, despite a brief period of decline in 2022. The index reached a value of *** index points in the fourth quarter of 2024, indicating that home prices had increased by about ** percent since 2015 — the base year. As compared to the house price growth in other European countries such as Germany and the Netherlands, Denmark's house prices have grown at a slower rate since 2015.

Share
FacebookFacebook
TwitterTwitter
Email
Click to copy link
Link copied
Close
Cite
Martin Frederiksen (2024). Danish Residential Housing Prices 1992-2024 [Dataset]. https://www.kaggle.com/datasets/martinfrederiksen/danish-residential-housing-prices-1992-2024
Organization logo

Danish Residential Housing Prices 1992-2024

Analyze pricing trends during the past 30 years

Explore at:
CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
Dataset updated
Nov 29, 2024
Dataset provided by
Kagglehttp://kaggle.com/
Authors
Martin Frederiksen
Description

Danish residential house prices (1992-2024)

About the dataset (cleaned data)

The dataset (parquet file) contains approximately 1,5 million residential household sales from Denmark during the periode from 1992 to 2024. All cleaned data is merged into one parquet file here on Kaggle. Note some cleaning might still be nessesary, see notebook under code.

Also, added a random sample (100k) of the dataset as a csv file.

Done in Python version: 2.6.3.

Raw data

Raw data and more info is avaible on Github repositary: https://github.com/MartinSamFred/Danish-residential-housingPrices-1992-2024.git

The dataset has been scraped and cleaned (to some extent). Cleaned files are located in: \Housing_data_cleaned \ named DKHousingprices_1 and 2. Saved in parquet format (and saved as two files due to size).

Cleaning from raw files to above cleaned files is outlined in BoligsalgConcatCleanigGit.ipynb. (done in Python version: 2.6.3)

Webscraping script: Webscrape_script.ipynb (done in Python version: 2.6.3)

Provided you want to clean raw files from scratch yourself:

Uncleaned scraped files (81 in total) are located in \Housing_data_raw \ Housing_data_batch1 and 2. Saved in .csv format and compressed as 7-zip files.

Additional files added/appended to the Cleaned files are located in \Addtional_data and named DK_inflation_rates, DK_interest_rates, DK_morgage_rates and DK_regions_zip_codes. Saved in .xlsx format.

Content

Each row in the dataset contains a residential household sale during the period 1992 - 2024.

“Cleaned files” columns:

0 'date': is the transaction date

1 'quarter': is the quarter based on a standard calendar year

2 'house_id': unique house id (could be dropped)

3 'house_type': can be 'Villa', 'Farm', 'Summerhouse', 'Apartment', 'Townhouse'

4 'sales_type': can be 'regular_sale', 'family_sale', 'other_sale', 'auction', '-' (“-“ could be dropped)

5 'year_build': range 1000 to 2024 (could be narrowed more)

6 'purchase_price': is purchase price in DKK

7 '%_change_between_offer_and_purchase': could differ negatively, be zero or positive

8 'no_rooms': number of rooms

9 'sqm': number of square meters

10 'sqm_price': 'purchase_price' divided by 'sqm_price'

11 'address': is the address

12 'zip_code': is the zip code

13 'city': is the city

14 'area': 'East & mid jutland', 'North jutland', 'Other islands', 'Capital, Copenhagen', 'South jutland', 'North Zealand', 'Fyn & islands', 'Bornholm'

15 'region': 'Jutland', 'Zealand', 'Fyn & islands', 'Bornholm'

16 'nom_interest_rate%': Danish nominal interest rate show pr. quarter however actual rate is not converted from annualized to quarterly

17 'dk_ann_infl_rate%': Danish annual inflation rate show pr. quarter however actual rate is not converted from annualized to quarterly

18 'yield_on_mortgage_credit_bonds%': 30 year mortgage bond rate (without spread)

Uses

Various (statistical) analysis, visualisation and I assume machine learning as well.

Practice exercises etc.

Uncleaned scraped files are great to practice cleaning, especially string cleaning. I’m not an expect as seen in the coding ;-).

Disclaimer

The data and information in the data set provided here are intended to be used primarily for educational purposes only. I do not own any data, and all rights are reserved to the respective owners as outlined in “Acknowledgements/sources”. The accuracy of the dataset is not guaranteed accordingly any analysis and/or conclusions is solely at the user's own responsibly and accountability.

Acknowledgements/sources

All data is publicly available on:

Boliga: https://www.boliga.dk/

Finans Danmark: https://finansdanmark.dk/

Danmarks Statistik: https://www.dst.dk/da

Statistikbanken: https://statistikbanken.dk/statbank5a/default.asp?w=2560

Macrotrends: https://www.macrotrends.net/

PostNord: https://www.postnord.dk/

World Data: https://www.worlddata.info/

Dataset picture / cover photo: Nick Karvounis (https://unsplash.com/)

Have fun… :-)

Search
Clear search
Close search
Google apps
Main menu