100+ datasets found
  1. Insurance Data for Machine Learning

    • kaggle.com
    zip
    Updated Apr 8, 2023
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    SRIDHAR STREAKS (2023). Insurance Data for Machine Learning [Dataset]. https://www.kaggle.com/datasets/sridharstreaks/insurance-data-for-machine-learning
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    zip(22284586 bytes)Available download formats
    Dataset updated
    Apr 8, 2023
    Authors
    SRIDHAR STREAKS
    License

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

    Description

    Insurance Dataset for Predicting Health Insurance Premiums in the US" is a collection of data on various factors that can influence medical costs and premiums for health insurance in the United States. The dataset includes information on 10 variables, including age, gender, body mass index (BMI), number of children, smoking status, region, income, education, occupation, and type of insurance plan. The dataset was created using a script that generated a million records of randomly sampled data points, ensuring that the data represented the population of insured individuals in the US. The dataset can be used to build and test machine learning models for predicting insurance premiums and exploring the relationship between different factors and medical costs.

  2. g

    Insurance Dataset

    • gts.ai
    json
    Updated Oct 16, 2022
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    GTS (2022). Insurance Dataset [Dataset]. https://gts.ai/case-study/insurance-dataset-annotation-services-for-precision-data-analysis/
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    jsonAvailable download formats
    Dataset updated
    Oct 16, 2022
    Dataset provided by
    GLOBOSE TECHNOLOGY SOLUTIONS PRIVATE LIMITED
    Authors
    GTS
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    The Insurance Dataset project is an extensive initiative focused on collecting and analyzing insurance-related data from various sources.

  3. Estimated size of the global insurance market 2017-2024, with forecasts...

    • statista.com
    Updated Nov 24, 2025
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    Statista (2025). Estimated size of the global insurance market 2017-2024, with forecasts until 2028 [Dataset]. https://www.statista.com/statistics/1192960/forecast-global-insurance-market/
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    Dataset updated
    Nov 24, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    It is forecast that the global insurance market will grow by about ************ U.S. dollars between 2024 and 2029, reaching almost ** trillion U.S. dollars. How have gross premiums written evolved? Gross premiums written signify the total premiums collected by an insurer before deducting reinsurance and other related expenses. Between 2000 and 2020, the value of gross premiums written worldwide had more than doubled. The value of premiums written hit its peak in 2017, at approximately **** billion U.S. dollars, after which it continued to decline for the following years until 2019. However, in 2020, this figure grew by nearly **** percent as compared to the previous year. Which companies dominate the insurance market? In 2022, the leading global insurance companies by revenue were Berkshire Hathaway, Ping An Insurance and China Life Insurance. Considering the market capitalization of the largest insurance companies, Allianz occupied the first position with a valuation of nearly *** billion U.S. dollars. These industry titans, along with others such as AXA, AIA, MetLife, Chubb, etc., collectively shape the global insurance narrative through their extensive reach, diverse offerings, and significant market influence.

  4. d

    Workers' Compensation Insurance Data

    • catalog.data.gov
    • data.oregon.gov
    Updated Sep 20, 2025
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    data.oregon.gov (2025). Workers' Compensation Insurance Data [Dataset]. https://catalog.data.gov/dataset/workers-compensation-insurance-data
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    Dataset updated
    Sep 20, 2025
    Dataset provided by
    data.oregon.gov
    Description

    Oregon workers' compensation data about insurers and self-insured employers. The data is presented in the Department of Consumer and Business Services report at https://www.oregon.gov/dcbs/reports/compensation/Pages/index.aspx. The attached pdf provides definitions of the data.

  5. NCID Private Motor Insurance Data - Premiums

    • opendata.centralbank.ie
    • poc.staging.derilinx.com
    Updated Feb 27, 2024
    + more versions
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    opendata.centralbank.ie (2024). NCID Private Motor Insurance Data - Premiums [Dataset]. https://opendata.centralbank.ie/dataset/ncid-private-motor-data
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    Dataset updated
    Feb 27, 2024
    Dataset provided by
    Central Bank of Irelandhttp://centralbank.ie/
    Description

    This file contains premium data taken from the private motor National Claims Information Database (NCID). Premiums and policy numbers are presented on a “written” and “earned” policy basis and further broken down by different levels of cover - comprehensive and third party. To view the detailed NCID report refer to the Central Bank publication link under Additional Info.

  6. I

    Indonesia Reinsurance: Premium Adequacy to Claim Paid Ratio

    • ceicdata.com
    Updated Jun 21, 2024
    + more versions
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    CEICdata.com (2024). Indonesia Reinsurance: Premium Adequacy to Claim Paid Ratio [Dataset]. https://www.ceicdata.com/en/indonesia/insurance-statistics-claim-ratio
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    Dataset updated
    Jun 21, 2024
    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
    Jan 1, 2024 - Dec 1, 2024
    Area covered
    Indonesia
    Description

    Reinsurance: Premium Adequacy to Claim Paid Ratio data was reported at 0.000 % mn in Feb 2025. This records a decrease from the previous number of 0.000 % mn for Jan 2025. Reinsurance: Premium Adequacy to Claim Paid Ratio data is updated monthly, averaging 0.000 % mn from Jan 2016 (Median) to Feb 2025, with 110 observations. The data reached an all-time high of 0.001 % mn in Jan 2024 and a record low of 0.000 % mn in Dec 2020. Reinsurance: Premium Adequacy to Claim Paid Ratio data remains active status in CEIC and is reported by Indonesia Financial Services Authority. The data is categorized under Indonesia Premium Database’s Insurance Sector – Table ID.RGA006: Insurance Statistics: Claim Ratio.

  7. Car Insurance Claim Data

    • kaggle.com
    zip
    Updated Oct 15, 2018
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    xiaomengsun (2018). Car Insurance Claim Data [Dataset]. https://www.kaggle.com/xiaomengsun/car-insurance-claim-data
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    zip(387449 bytes)Available download formats
    Dataset updated
    Oct 15, 2018
    Authors
    xiaomengsun
    Description

    Dataset

    This dataset was created by xiaomengsun

    Contents

  8. Auxiliary Health Insurance Data

    • catalog.data.gov
    • datasets.ai
    Updated Apr 8, 2025
    + more versions
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    Employee Benefits Security Administration (2025). Auxiliary Health Insurance Data [Dataset]. https://catalog.data.gov/dataset/auxiliary-health-insurance-data-10f5b
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    Dataset updated
    Apr 8, 2025
    Dataset provided by
    Employee Benefits Security Administrationhttps://www.dol.gov/agencies/ebsa
    Description

    Imputed employer-sponsored health insurance coverage data which when linked to the March Annual Social and Economic Supplement to the Current Population Survey (March CPS), generates estimates of the number of individuals with different types of insurance coverage.

  9. R

    Insurance dataset

    • entrepot.recherche.data.gouv.fr
    zip
    Updated Jul 12, 2024
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    Christophe Dutang; Christophe Dutang; Arthur Charpentier; Arthur Charpentier; Ewen Gallic; Ewen Gallic (2024). Insurance dataset [Dataset]. http://doi.org/10.57745/P0KHAG
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    zip(209762233)Available download formats
    Dataset updated
    Jul 12, 2024
    Dataset provided by
    Recherche Data Gouv
    Authors
    Christophe Dutang; Christophe Dutang; Arthur Charpentier; Arthur Charpentier; Ewen Gallic; Ewen Gallic
    License

    https://spdx.org/licenses/etalab-2.0.htmlhttps://spdx.org/licenses/etalab-2.0.html

    Description

    A collection of insurance datasets from real insurers or mutual companies, mostly from Europe and North America. Datasets can be used to model and understand risks in both life and non-life insurance.

  10. N

    Health Insurance Market Statistics | 2024-2030

    • nextmsc.com
    pdf,excel,csv,ppt
    Updated Dec 3, 2025
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    Next Move Strategy Consulting (2025). Health Insurance Market Statistics | 2024-2030 [Dataset]. https://www.nextmsc.com/report/health-insurance-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Dec 3, 2025
    Dataset authored and provided by
    Next Move Strategy Consulting
    License

    https://www.nextmsc.com/privacy-policyhttps://www.nextmsc.com/privacy-policy

    Time period covered
    2023 - 2030
    Area covered
    Global
    Description

    In 2023, the Health Insurance Market reached a value of USD 2,476 billion, and it is projected to surge to USD 3,974 billion by 2030.

  11. d

    Insurance industry statistics and its branch institutions table (monthly...

    • data.gov.tw
    csv
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    Financial Supervisory Commission, Insurance Bureau, Insurance industry statistics and its branch institutions table (monthly report)_NEW [Dataset]. https://data.gov.tw/en/datasets/104108
    Explore at:
    csvAvailable download formats
    Dataset authored and provided by
    Financial Supervisory Commission, Insurance Bureau
    License

    https://data.gov.tw/licensehttps://data.gov.tw/license

    Description

    Insurance industry and its branch institution statistics table (monthly report)

  12. I

    Indonesia Insurance Statistics: No of Registered Insurers: Life Insurers

    • ceicdata.com
    Updated Oct 15, 2025
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    CEICdata.com (2025). Indonesia Insurance Statistics: No of Registered Insurers: Life Insurers [Dataset]. https://www.ceicdata.com/en/indonesia/insurance-statistics-key-indicators/insurance-statistics-no-of-registered-insurers-life-insurers
    Explore at:
    Dataset updated
    Oct 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, 2012 - Dec 1, 2023
    Area covered
    Indonesia
    Description

    Indonesia Insurance Statistics: Number of Registered Insurers: Life Insurers data was reported at 57.000 Unit in 2023. This records a decrease from the previous number of 59.000 Unit for 2022. Indonesia Insurance Statistics: Number of Registered Insurers: Life Insurers data is updated yearly, averaging 55.000 Unit from Dec 2003 (Median) to 2023, with 21 observations. The data reached an all-time high of 61.000 Unit in 2017 and a record low of 45.000 Unit in 2011. Indonesia Insurance Statistics: Number of Registered Insurers: Life Insurers data remains active status in CEIC and is reported by Indonesia Financial Services Authority. The data is categorized under Indonesia Premium Database’s Insurance Sector – Table ID.RGA001: Insurance Statistics: Key Indicators.

  13. Estimated global health insurance market 2017-2023, with forecasts until...

    • statista.com
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    Statista, Estimated global health insurance market 2017-2023, with forecasts until 2028 [Dataset]. https://www.statista.com/statistics/1475389/forecast-global-health-insurance-market/
    Explore at:
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    From 2017 to 2023, the global health insurance market grew by ** percent. It is forecasted to grow by only about ** percent between 2023 and 2028, reaching nearly a total gross written premium of **** trillion U.S. dollars.

  14. Unemployment Insurance Data

    • icpsr.umich.edu
    Updated May 12, 2020
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    United States. Employment and Training Administration (2020). Unemployment Insurance Data [Dataset]. https://www.icpsr.umich.edu/web/NADAC/studies/37678
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    Dataset updated
    May 12, 2020
    Dataset provided by
    Inter-university Consortium for Political and Social Researchhttps://www.icpsr.umich.edu/web/pages/
    Authors
    United States. Employment and Training Administration
    License

    https://www.icpsr.umich.edu/web/ICPSR/studies/37678/termshttps://www.icpsr.umich.edu/web/ICPSR/studies/37678/terms

    Area covered
    United States
    Description

    These Unemployment Insurance (UI) Data are produced from state-reported data contained in the Unemployment Insurance Data Base (UIDB) as well as UI-related data from outside sources (e.g., Bureau of Labor Statistics data on employment and unemployment and U.S. Department of Treasury data on state UI trust fund activities). These represent one way to research and track the employment status of those employed in the arts.

  15. d

    Estimates of Intermediate Services Value by Insurance Company Nationality –...

    • data.gov.qa
    csv, excel, json
    Updated May 26, 2025
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    (2025). Estimates of Intermediate Services Value by Insurance Company Nationality – Insurance Statistics [Dataset]. https://www.data.gov.qa/explore/dataset/estimates-of-intermediate-services-value-by-insurance-company-nationality-insurance-statistics/
    Explore at:
    csv, json, excelAvailable download formats
    Dataset updated
    May 26, 2025
    License

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

    Description

    This dataset presents estimates of the value of intermediate services consumed by insurance companies in Qatar, categorized by company nationality and type of service. Values are reported in thousands of Qatari Riyals (QR), supporting operational cost analysis in the insurance sector.

  16. a

    Health Care and Insurance Statistics

    • hub.arcgis.com
    Updated Jan 27, 2023
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    City of Seguin (2023). Health Care and Insurance Statistics [Dataset]. https://hub.arcgis.com/documents/93f5b65922d14716bdd0471efe9ce5ba
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    Dataset updated
    Jan 27, 2023
    Dataset authored and provided by
    City of Seguin
    Description

    Business Analyst Report

  17. Data from: Insurance Data

    • kaggle.com
    zip
    Updated Apr 26, 2024
    + more versions
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    Utkarsh Singh (2024). Insurance Data [Dataset]. https://www.kaggle.com/datasets/utkarshx27/insurance-data
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    zip(976628 bytes)Available download formats
    Dataset updated
    Apr 26, 2024
    Authors
    Utkarsh Singh
    License

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

    Description
    Listing of consumer complaints filed against Insurance companies licensed in Connecticut. This dataset includes the Company, Line of Business, nature of complaint, outcome or resolution, and recovery.
    
  18. Data from: insurance Data

    • kaggle.com
    zip
    Updated Nov 30, 2023
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    Faris Al-wasle (2023). insurance Data [Dataset]. https://www.kaggle.com/datasets/farisalwasle/ml-data
    Explore at:
    zip(16429 bytes)Available download formats
    Dataset updated
    Nov 30, 2023
    Authors
    Faris Al-wasle
    Description

    Dataset Description age: age of primary beneficiary sex: insurance contractor gender, female, male bmi: Body mass index, providing an understanding of body, weights that are relatively high or low relative to height, objective index of body weight (kg / m ^ 2) using the ratio of height to weight, ideally 18.5 to 24.9 children: Number of children covered by health insurance / Number of dependents smoker: Smoking region: the beneficiary's residential area in the US, northeast, southeast, southwest, northwest. charges: Individual medical costs billed by health insurance

  19. Pension Insurance Data Tables

    • catalog.data.gov
    • s.cnmilf.com
    • +2more
    Updated Nov 12, 2020
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    Pension Benefit Guaranty Corporation (2020). Pension Insurance Data Tables [Dataset]. https://catalog.data.gov/dataset/pension-insurance-data-tables
    Explore at:
    Dataset updated
    Nov 12, 2020
    Dataset provided by
    Pension Benefit Guaranty Corporationhttp://www.pbgc.gov/
    Description

    Find out about retirement trends in PBGC's data tables. The tables include statistics on the people and pensions that PBGC protects, including how many Americans are in PBGC-insured pension plans, how many get PBGC benefits, and where they live. This data set will be updated periodically. (Updated annually)

  20. d

    Property Insurance Claim Statistics Form

    • data.gov.tw
    csv
    Updated Dec 1, 2025
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    Financial Supervisory Commission, Insurance Bureau (2025). Property Insurance Claim Statistics Form [Dataset]. https://data.gov.tw/en/datasets/14503
    Explore at:
    csvAvailable download formats
    Dataset updated
    Dec 1, 2025
    Dataset authored and provided by
    Financial Supervisory Commission, Insurance Bureau
    License

    https://data.gov.tw/licensehttps://data.gov.tw/license

    Description

    Property Insurance Complaints Statistics (Insurance Industry Development Center)

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Close
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SRIDHAR STREAKS (2023). Insurance Data for Machine Learning [Dataset]. https://www.kaggle.com/datasets/sridharstreaks/insurance-data-for-machine-learning
Organization logo

Insurance Data for Machine Learning

An Insurance Dataset for Predicting Health Insurance Premiums in the US: A Study

Explore at:
2 scholarly articles cite this dataset (View in Google Scholar)
zip(22284586 bytes)Available download formats
Dataset updated
Apr 8, 2023
Authors
SRIDHAR STREAKS
License

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

Description

Insurance Dataset for Predicting Health Insurance Premiums in the US" is a collection of data on various factors that can influence medical costs and premiums for health insurance in the United States. The dataset includes information on 10 variables, including age, gender, body mass index (BMI), number of children, smoking status, region, income, education, occupation, and type of insurance plan. The dataset was created using a script that generated a million records of randomly sampled data points, ensuring that the data represented the population of insured individuals in the US. The dataset can be used to build and test machine learning models for predicting insurance premiums and exploring the relationship between different factors and medical costs.

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