6 datasets found
  1. Natural Disasters Deaths

    • kaggle.com
    Updated Nov 19, 2022
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    The Devastator (2022). Natural Disasters Deaths [Dataset]. https://www.kaggle.com/datasets/thedevastator/the-fatal-cost-of-natural-disasters
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Nov 19, 2022
    Dataset provided by
    Kaggle
    Authors
    The Devastator
    Description

    Natural Disasters Deaths

    People killed in natural disasters by country by year

    About this dataset

    How much do natural disasters cost us? In lives, in dollars, in infrastructure? This dataset attempts to answer those questions, tracking the death toll and damage cost of major natural disasters since 1985. Disasters included are storms ( hurricanes, typhoons, and cyclones ), floods, earthquakes, droughts, wildfires, and extreme temperatures

    How to use the dataset

    This dataset contains information on natural disasters that have occurred around the world from 1900 to 2017. The data includes the date of the disaster, the location, the type of disaster, the number of people killed, and the estimated cost in US dollars

    Research Ideas

    • An all-in-one disaster map displaying all recorded natural disasters dating back to 1900.
    • Natural disaster hotspots - where do natural disasters most commonly occur and kill the most people?
    • A live map tracking current natural disasters around the world

    Acknowledgements

    License

    See the dataset description for more information.

  2. f

    Fatalities due to hurricane Harvey (2017)

    • figshare.com
    • data.4tu.nl
    xlsx
    Updated Jun 4, 2023
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    Maartje Godfroy; Sebastiaan N. Jonkman (2023). Fatalities due to hurricane Harvey (2017) [Dataset]. http://doi.org/10.4121/uuid:95690fdd-b13f-4bf9-a28d-c9b924696a96
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Jun 4, 2023
    Dataset provided by
    4TU.ResearchData
    Authors
    Maartje Godfroy; Sebastiaan N. Jonkman
    License

    https://doi.org/10.4121/resource:terms_of_usehttps://doi.org/10.4121/resource:terms_of_use

    Description

    In order to analyse the causes and circumstances of the fatalities due to hurricane Harvey (2017), a database of reported fatalities was compiled. Information about the victim (age, gender) and the circumstances of death (location, date, cause and circumstances of death) were included. The database is limited to fatalities that occurred within the first two weeks after landfall in Texas (August 25 - September 8, 2017) and that were directly relatable to hurricane Harvey. The dataset was compiled using both official government sources and media sources.

  3. A

    ‘Natural Disasters Data Explorer’ analyzed by Analyst-2

    • analyst-2.ai
    Updated Jan 28, 2022
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    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com) (2022). ‘Natural Disasters Data Explorer’ analyzed by Analyst-2 [Dataset]. https://analyst-2.ai/analysis/kaggle-natural-disasters-data-explorer-7a49/727fdafd/?iid=034-407&v=presentation
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    Dataset updated
    Jan 28, 2022
    Dataset authored and provided by
    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com)
    License

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

    Description

    Analysis of ‘Natural Disasters Data Explorer’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/mathurinache/natural-disasters-data-explorer on 28 January 2022.

    --- Dataset description provided by original source is as follows ---

    Context

    Disasters include all geophysical, meteorological and climate events including earthquakes, volcanic activity, landslides, drought, wildfires, storms, and flooding. Decadal figures are measured as the annual average over the subsequent ten-year period.

    Content

    Thanks to Our World in Data, you can explore death from natural disasters by country and by date.

    Acknowledgements

    https://www.acacamps.org/sites/default/files/resource_library_images/naturaldisaster4.jpg" alt="Natural Disasters">

    Inspiration

    List of variables for inspiration: Number of deaths from drought Number of people injured from drought Number of people affected from drought Number of people left homeless from drought Number of total people affected by drought Reconstruction costs from drought Insured damages against drought Total economic damages from drought Death rates from drought Injury rates from drought Number of people affected by drought per 100,000 Homelessness rate from drought Total number of people affected by drought per 100,000 Number of deaths from earthquakes Number of people injured from earthquakes Number of people affected by earthquakes Number of people left homeless from earthquakes Number of total people affected by earthquakes Reconstruction costs from earthquakes Insured damages against earthquakes Total economic damages from earthquakes Death rates from earthquakes Injury rates from earthquakes Number of people affected by earthquakes per 100,000 Homelessness rate from earthquakes Total number of people affected by earthquakes per 100,000 Number of deaths from disasters Number of people injured from disasters Number of people affected by disasters Number of people left homeless from disasters Number of total people affected by disasters Reconstruction costs from disasters Insured damages against disasters Total economic damages from disasters Death rates from disasters Injury rates from disasters Number of people affected by disasters per 100,000 Homelessness rate from disasters Total number of people affected by disasters per 100,000 Number of deaths from volcanic activity Number of people injured from volcanic activity Number of people affected by volcanic activity Number of people left homeless from volcanic activity Number of total people affected by volcanic activity Reconstruction costs from volcanic activity Insured damages against volcanic activity Total economic damages from volcanic activity Death rates from volcanic activity Injury rates from volcanic activity Number of people affected by volcanic activity per 100,000 Homelessness rate from volcanic activity Total number of people affected by volcanic activity per 100,000 Number of deaths from floods Number of people injured from floods Number of people affected by floods Number of people left homeless from floods Number of total people affected by floods Reconstruction costs from floods Insured damages against floods Total economic damages from floods Death rates from floods Injury rates from floods Number of people affected by floods per 100,000 Homelessness rate from floods Total number of people affected by floods per 100,000 Number of deaths from mass movements Number of people injured from mass movements Number of people affected by mass movements Number of people left homeless from mass movements Number of total people affected by mass movements Reconstruction costs from mass movements Insured damages against mass movements Total economic damages from mass movements Death rates from mass movements Injury rates from mass movements Number of people affected by mass movements per 100,000 Homelessness rate from mass movements Total number of people affected by mass movements per 100,000 Number of deaths from storms Number of people injured from storms Number of people affected by storms Number of people left homeless from storms Number of total people affected by storms Reconstruction costs from storms Insured damages against storms Total economic damages from storms Death rates from storms Injury rates from storms Number of people affected by storms per 100,000 Homelessness rate from storms Total number of people affected by storms per 100,000 Number of deaths from landslides Number of people injured from landslides Number of people affected by landslides Number of people left homeless from landslides Number of total people affected by landslides Reconstruction costs from landslides Insured damages against landslides Total economic damages from landslides Death rates from landslides Injury rates from landslides Number of people affected by landslides per 100,000 Homelessness rate from landslides Total number of people affected by landslides per 100,000 Number of deaths from fog Number of people injured from fog Number of people affected by fog Number of people left homeless from fog Number of total people affected by fog Reconstruction costs from fog Insured damages against fog Total economic damages from fog Death rates from fog Injury rates from fog Number of people affected by fog per 100,000 Homelessness rate from fog Total number of people affected by fog per 100,000 Number of deaths from wildfires Number of people injured from wildfires Number of people affected by wildfires Number of people left homeless from wildfires Number of total people affected by wildfires Reconstruction costs from wildfires Insured damages against wildfires Total economic damages from wildfires Death rates from wildfires Injury rates from wildfires Number of people affected by wildfires per 100,000 Homelessness rate from wildfires Total number of people affected by wildfires per 100,000 Number of deaths from extreme temperatures Number of people injured from extreme temperatures Number of people affected by extreme temperatures Number of people left homeless from extreme temperatures Number of total people affected by extreme temperatures Reconstruction costs from extreme temperatures Insured damages against extreme temperatures Total economic damages from extreme temperatures Death rates from extreme temperatures Injury rates from extreme temperatures Number of people affected by extreme temperatures per 100,000 Homelessness rate from extreme temperatures Total number of people affected by extreme temperatures per 100,000 Number of deaths from glacial lake outbursts Number of people injured from glacial lake outbursts Number of people affected by glacial lake outbursts Number of people left homeless from glacial lake outbursts Number of total people affected by glacial lake outbursts Reconstruction costs from glacial lake outbursts Insured damages against glacial lake outbursts Total economic damages from glacial lake outbursts Death rates from glacial lake outbursts Injury rates from glacial lake outbursts Number of people affected by glacial lake outbursts per 100,000 Homelessness rate from glacial lake outbursts Total number of people affected by glacial lake outbursts per 100,000 Total economic damages from disasters as a share of GDP Total economic damages from drought as a share of GDP Total economic damages from earthquakes as a share of GDP Total economic damages from extreme temperatures as a share of GDP Total economic damages from floods as a share of GDP Total economic damages from landslides as a share of GDP Total economic damages from mass movements as a share of GDP Total economic damages from storms as a share of GDP Total economic damages from volcanic activity as a share of GDP Total economic damages from volcanic activity as a share of GDP Entity Year deaths_rate_per_100k_storm injured_rate_per_100k_storm total_affected_rate_per_100k_all_disasters

    --- Original source retains full ownership of the source dataset ---

  4. f

    Fatalities due to hurricane Katrina (2005)

    • figshare.com
    xls
    Updated Jun 14, 2023
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    B. (Bob) Maaskant; Sebastiaan N. Jonkman; E. (Ezra) Boyd (2023). Fatalities due to hurricane Katrina (2005) [Dataset]. http://doi.org/10.4121/uuid:cc5a95bb-69af-4174-80c2-61c69e6109af
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Jun 14, 2023
    Dataset provided by
    4TU.ResearchData
    Authors
    B. (Bob) Maaskant; Sebastiaan N. Jonkman; E. (Ezra) Boyd
    License

    https://doi.org/10.4121/resource:terms_of_usehttps://doi.org/10.4121/resource:terms_of_use

    Description

    In order to analyse the loss of life due to hurricane Katrina (2005), a database was compiled that gives information on the recovery locations and individual characteristics for 771 fatalities in the state of Louisiana. The input data that was used in this database was supplied by the LSU Hurricane Center and it includes the following information: date of recovery, recovery location (geographical coordinates, state, parish), type of facility in which the body was found, and information regarding the organizations that performed recovery and transportation.

  5. Hurricane Ian

    • geospatial-nws-noaa.opendata.arcgis.com
    Updated Oct 10, 2022
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    NOAA GeoPlatform (2022). Hurricane Ian [Dataset]. https://geospatial-nws-noaa.opendata.arcgis.com/datasets/hurricane-ian
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    Dataset updated
    Oct 10, 2022
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA GeoPlatform
    Description

    Major Hurricane Ian left a devastating mark on the state of Florida in late September 2022. From extreme wind and damaging storm surge on the southwestern peninsula to flooding rains and record flooding across central and east-central Florida, Ian's impacts were felt far and away from its core. The storm's slow movement allowed time for it to rapidly intensify over the warm eastern Gulf waters before making landfall, while also producing hours of excessive rainfall. Sadly, the storm was responsible for numerous deaths, including 18 storm-related fatalities in east-central Florida. In the NWS Melbourne forecast area, an estimated $1.1 billion dollars of damage occurred. According to the NHC's post-storm analysis, 66 direct fatalities occurred, all in the state of Florida, from storm surge (41), freshwater flooding (12), marine (8), wind (4), and rough surf (1). 90 indirect fatalities occurred from Florida to North Carolina and Virginia, with causes related to lack of access to timely medical care, accidents, and cardiac events.In total, the National Centers for Environmental Information (NCEI) estimates that total U.S. damage from Ian was around $112.9 billion dollars, the 3rd costliest U.S. hurricane on record. In Florida alone, estimated damage cost $109.5 billion dollars, making Hurricane Ian the costliest hurricane to ever affect Florida.

  6. u

    Data from: All-hazards dataset mined from the US National Incident...

    • agdatacommons.nal.usda.gov
    bin
    Updated May 6, 2025
    + more versions
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    Lise A. St. Denis; Nathan P. Mietkiewicz; Karen C. Short; Mollie Buckland; Jennifer K. Balch (2025). Data from: All-hazards dataset mined from the US National Incident Management System 1999–2014 [Dataset]. https://agdatacommons.nal.usda.gov/articles/dataset/Data_from_All-hazards_dataset_mined_from_the_US_National_Incident_Management_System_1999_2014/24853521
    Explore at:
    binAvailable download formats
    Dataset updated
    May 6, 2025
    Dataset provided by
    figshare
    Authors
    Lise A. St. Denis; Nathan P. Mietkiewicz; Karen C. Short; Mollie Buckland; Jennifer K. Balch
    License

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

    Area covered
    United States
    Description

    ICS-209-PLUS is a new dataset mined from the public archive (1999–2014) of the U.S. National Incident Management System/Incident Command System Incident Status Summary Form (a total of 124,411 reports for 25,083 incidents, including 24,608 wildfires). This system captures detailed information on incident management costs, personnel, hazard characteristics, values at risk, fatalities, and structural damage. Most (98.5%) of the reports are fire-related, followed in decreasing order by other, hurricane, hazardous materials, flood, tornado, search and rescue, civil unrest, and winter storms. The archive, although publicly available, has been difficult to use due to multiple record formats, inconsistent free-form fields, and no bridge between individual reports and high-level incident analysis. This improved dataset and the open, reproducible methods used are described, including merging records across three versions of the system, cleaning and aligning with the current system, smoothing values across reports, and supporting incident-level analysis. This integrated record offers the opportunity to explore the daily progression of the most costly, damaging, and deadly events in the U.S., particularly for wildfires. Key metadata about the data are provided in JSON and CSV format. Resources in this dataset:Resource Title: All-hazards dataset mined from the US National Incident Management System 1999-2014 - data availability. File Name: Web Page, url: https://doi.org/10.1038/s41597-020-0403-0 Data files can be found linked in the "Data Records" section of the article.

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The Devastator (2022). Natural Disasters Deaths [Dataset]. https://www.kaggle.com/datasets/thedevastator/the-fatal-cost-of-natural-disasters
Organization logo

Natural Disasters Deaths

People killed in natural disasters by country by year

Explore at:
CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
Dataset updated
Nov 19, 2022
Dataset provided by
Kaggle
Authors
The Devastator
Description

Natural Disasters Deaths

People killed in natural disasters by country by year

About this dataset

How much do natural disasters cost us? In lives, in dollars, in infrastructure? This dataset attempts to answer those questions, tracking the death toll and damage cost of major natural disasters since 1985. Disasters included are storms ( hurricanes, typhoons, and cyclones ), floods, earthquakes, droughts, wildfires, and extreme temperatures

How to use the dataset

This dataset contains information on natural disasters that have occurred around the world from 1900 to 2017. The data includes the date of the disaster, the location, the type of disaster, the number of people killed, and the estimated cost in US dollars

Research Ideas

  • An all-in-one disaster map displaying all recorded natural disasters dating back to 1900.
  • Natural disaster hotspots - where do natural disasters most commonly occur and kill the most people?
  • A live map tracking current natural disasters around the world

Acknowledgements

License

See the dataset description for more information.

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