8 datasets found
  1. Hate Crime in the United States Incident Analysis

    • kaggle.com
    Updated Oct 31, 2023
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    Elena Kirzhner (2023). Hate Crime in the United States Incident Analysis [Dataset]. https://www.kaggle.com/datasets/elenakirzhner/hate-crime-in-the-united-states-incident-analysis
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Oct 31, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Elena Kirzhner
    Description

    Hate crime incidents reached the highest levels ever in the United States. The FBI's Crime Data Explorer (CDE) aims to provide transparency, create easier access, and expand awareness of criminal, and noncriminal, law enforcement data sharing; improve accountability for law enforcement; and provide a foundation to help shape public policy with the result of a safer nation. Use the CDE to discover available data through visualizations, download data in .csv format, and other large data files. https://cde.ucr.cjis.gov/LATEST/webapp/#/pages/home

  2. s

    Police NIBRS Crime Offenses

    • data.sandiego.gov
    Updated Mar 30, 2024
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    (2024). Police NIBRS Crime Offenses [Dataset]. https://data.sandiego.gov/datasets/police-nibrs/
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    csv csv is tabular data. excel, google docs, libreoffice calc or any plain text editor will open files with this format. learn moreAvailable download formats
    Dataset updated
    Mar 30, 2024
    Description

    In 2021, the San Diego Police Department began reporting to the FBI’s National Incident-Based Reporting System (NIBRS) for statistics. NIBRS collects data on all crimes reported to law enforcement agencies, not just the highest charges within those crimes. Crime categories in NIBRS include crimes against Persons (i.e., assault, homicide, etc.), Property (i.e., burglary, theft, robbery, etc.), and Society (i.e., alcohol and drug offenses, weapon offenses, gambling, etc.). These new categories are a shift from the older FBI reporting style (UCR Summary) of simply reporting violent and property crime counts. For the most part, SDPD’s crime reporting will follow the NIBRS categories now. Historical data will still be posted to the Annual Crime Reports website. This dataset comprises of Crime Offense Data extracted from the San Diego Police Department’s Records Management System and includes information such as the date/time of the reported offense, offense category, underlying code sections, and the hundred block address where the incident occurred. This data is dynamic as records are updated daily and may change or be deleted as police investigations proceed. Records range from January 2020 – Present. The SDPD Neighborhood Crime Summary Dashboard visualizes this dataset. For more information on NIBRS reporting guidelines please refer to the FBI’s 2021.1 National Incident-Based Reporting System User Manual. For national NIBRS data, you can visit the FBI’s Crime Data Explorer.

  3. o

    Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program...

    • openicpsr.org
    Updated Jun 1, 2017
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    Jacob Kaplan (2017). Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program Data: Supplementary Homicide Reports (SHR), 1976-2020 [Dataset]. http://doi.org/10.3886/E100699V11
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    Dataset updated
    Jun 1, 2017
    Dataset provided by
    Princeton University
    Authors
    Jacob Kaplan
    License

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

    Time period covered
    1976 - 2020
    Area covered
    United States
    Description

    For a comprehensive guide to this data and other UCR data, please see my book at ucrbook.comVersion 11 release notes:Adds 2020 data. Please note that the FBI has retired UCR data ending in 2020 data so this will be the last SHR data they release. Changes .rda file to .rds.Version 10 release notes:Changes release notes description, does not change data.Version 9 release notes:Adds 2019 data.Version 8 release notes:Adds 2018 data.Changes source of data for years 1985-2018 to be directly from the FBI. 2018 data was received via email from the FBI, 2016-2017 is from the FBI who mailed me a DVD, and 1985-2015 data is from the FBI's Crime Data Explorer site (https://crime-data-explorer.fr.cloud.gov/downloads-and-docs).Adds .csv version of the data.Makes minor changes to value labels for consistency and to fix grammar. Version 7 release notes:Changes project name to avoid confusing this data for the ones done by NACJD.Version 6 release notes:Adds 2017 data.Version 5 release notes:Adds 2016 data.Standardizes the "group" column which categorizes cities and counties by population.Arrange rows in descending order by year and ascending order by ORI. Version 4 release notes: Fix bug where Philadelphia Police Department had incorrect FIPS county code. Version 3 Release Notes:Merges data with LEAIC data to add FIPS codes, census codes, agency type variables, and ORI9 variable.Change column names for relationship variables from offender_n_relation_to_victim_1 to victim_1_relation_to_offender_n to better indicate that all relationship are victim 1's relationship to each offender. Reorder columns.This is a single file containing all data from the Supplementary Homicide Reports from 1976 to 2018. The Supplementary Homicide Report provides detailed information about the victim, offender, and circumstances of the murder. Details include victim and offender age, sex, race, ethnicity (Hispanic/not Hispanic), the weapon used, circumstances of the incident, and the number of both offenders and victims. Years 1976-1984 were downloaded from NACJD, while more recent years are from the FBI. All files came as ASCII+SPSS Setup files and were cleaned using R. The "cleaning" just means that column names were standardized (different years have slightly different spellings for many columns). Standardization of column names is necessary to stack multiple years together. Categorical variables (e.g. state) were also standardized (i.e. fix spelling errors, have terminology be the same across years). The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.

  4. g

    Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program...

    • datasearch.gesis.org
    • openicpsr.org
    Updated Jan 25, 2020
    + more versions
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    Kaplan, Jacob (2020). Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program Data: Supplementary Homicide Reports, 1976-2018 [Dataset]. http://doi.org/10.3886/E100699
    Explore at:
    Dataset updated
    Jan 25, 2020
    Dataset provided by
    da|ra (Registration agency for social science and economic data)
    Authors
    Kaplan, Jacob
    Description

    For any questions about this data please email me at jacob@crimedatatool.com. If you use this data, please cite it.Version 8 release notes:Adds 2018 data.Changes source of data for years 1985-2018 to be directly from the FBI. 2018 data was received via email from the FBI, 2016-2017 is from the FBI who mailed me a DVD, and 1985-2015 data is from the FBI's Crime Data Explorer site (https://crime-data-explorer.fr.cloud.gov/downloads-and-docs).Adds .csv version of the data.Makes minor changes to value labels for consistency and to fix grammar. Version 7 release notes:Changes project name to avoid confusing this data for the ones done by NACJD.Version 6 release notes:Adds 2017 data.Version 5 release notes:Adds 2016 data.Standardizes the "group" column which categorizes cities and counties by population.Arrange rows in descending order by year and ascending order by ORI. Version 4 release notes: Fix bug where Philadelphia Police Department had incorrect FIPS county code. Version 3 Release Notes:Merges data with LEAIC data to add FIPS codes, census codes, agency type variables, and ORI9 variable.Change column names for relationship variables from offender_n_relation_to_victim_1 to victim_1_relation_to_offender_n to better indicate that all relationship are victim 1's relationship to each offender. Reorder columns.This is a single file containing all data from the Supplementary Homicide Reports from 1976 to 2018. The Supplementary Homicide Report provides detailed information about the victim, offender, and circumstances of the murder. Details include victim and offender age, sex, race, ethnicity (Hispanic/not Hispanic), the weapon used, circumstances of the incident, and the number of both offenders and victims. Years 1976-1984 were downloaded from NACJD, while more recent years are from the FBI. All files came as ASCII+SPSS Setup files and were cleaned using R. The "cleaning" just means that column names were standardized (different years have slightly different spellings for many columns). Standardization of column names is necessary to stack multiple years together. Categorical variables (e.g. state) were also standardized (i.e. fix spelling errors, have terminology be the same across years). The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.

  5. o

    Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program...

    • openicpsr.org
    Updated Jun 1, 2017
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    Jacob Kaplan (2017). Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program Data: Supplementary Homicide Reports (SHR), 1976-2024 [Dataset]. http://doi.org/10.3886/E100699V15
    Explore at:
    Dataset updated
    Jun 1, 2017
    Dataset provided by
    Princeton University
    Authors
    Jacob Kaplan
    License

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

    Time period covered
    1976 - 2020
    Area covered
    United States
    Description

    For a comprehensive guide to this data and other UCR data, please see my book at ucrbook.comVersion 15 release notes:Adds 2023 and 2024 dataVersion 14 release notes:Reupload data to fix issue with Stata file not opening.Version 13 release notes:Adds 2022 dataVersion 12 release notes:Adds 2021 data.Version 11 release notes:Adds 2020 data. Please note that the FBI has retired UCR data ending in 2020 data so this will be the last SHR data they release. Changes .rda file to .rds.Version 10 release notes:Changes release notes description, does not change data.Version 9 release notes:Adds 2019 data.Version 8 release notes:Adds 2018 data.Changes source of data for years 1985-2018 to be directly from the FBI. 2018 data was received via email from the FBI, 2016-2017 is from the FBI who mailed me a DVD, and 1985-2015 data is from the FBI's Crime Data Explorer site (https://crime-data-explorer.fr.cloud.gov/downloads-and-docs).Adds .csv version of the data.Makes minor changes to value labels for consistency and to fix grammar. Version 7 release notes:Changes project name to avoid confusing this data for the ones done by NACJD.Version 6 release notes:Adds 2017 data.Version 5 release notes:Adds 2016 data.Standardizes the "group" column which categorizes cities and counties by population.Arrange rows in descending order by year and ascending order by ORI. Version 4 release notes: Fix bug where Philadelphia Police Department had incorrect FIPS county code. Version 3 Release Notes:Merges data with LEAIC data to add FIPS codes, census codes, agency type variables, and ORI9 variable.Change column names for relationship variables from offender_n_relation_to_victim_1 to victim_1_relation_to_offender_n to better indicate that all relationship are victim 1's relationship to each offender. Reorder columns.This is a single file containing all data from the Supplementary Homicide Reports from 1976 to 2018. The Supplementary Homicide Report provides detailed information about the victim, offender, and circumstances of the murder. Details include victim and offender age, sex, race, ethnicity (Hispanic/not Hispanic), the weapon used, circumstances of the incident, and the number of both offenders and victims. Years 1976-1984 were downloaded from NACJD, while more recent years are from the FBI. All files came as ASCII+SPSS Setup files and were cleaned using R. The "cleaning" just means that column names were standardized (different years have slightly different spellings for many columns). Standardization of column names is necessary to stack multiple years together. Categorical variables (e.g. state) were also standardized (i.e. fix spelling errors, have terminology be the same across years). The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.

  6. State by State Rape Suicide and No Religion Rates from 2014 to 2020

    • zenodo.org
    Updated Dec 20, 2023
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    Philip Truscott; Philip Truscott (2023). State by State Rape Suicide and No Religion Rates from 2014 to 2020 [Dataset]. http://doi.org/10.5281/zenodo.10407139
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    Dataset updated
    Dec 20, 2023
    Dataset provided by
    Zenodohttp://zenodo.org/
    Authors
    Philip Truscott; Philip Truscott
    License

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

    Description
    1. No Religion RateThe 2014 Data have been drawn from the Pew Religious Landscape Survey of that year. Pew Research Center. (2015). U.S. public becoming less religious. Pew Research Center. Data for the years 2014 - 2020 are from the Public Religion Research Institute (PRRI). Public Religion Research Institute. (2015). PRRI Religion and Politics Tracking Survey. PRRI. https://ava.prri.org/media/methodology/PRRI-AVA%20Issue%20Topline%202014.pdf. The data download process can be viewed at this URL: https://youtu.be/pG1KMFTjMso
    2. Suicide RateThe analysis makes use of state-by-state suicide rates. This used the data extraction tool maintained by the Centers for Disease Control (CDC) covering deaths for the years 1999-2020 (CDC, 2021). The causes of death used for this analysis cover all those under the heading “Intentional Self-Harm”. These include the range of description codes from X60 to X84 under the International Classification of Diseases 10th revision (ICD10). CDC. (2021). Mortality 1999-2020 on CDC WONDER Online Database. Centers for Disease Control and Prevention, National Center for Health Statistics. National Vital Statistics System. https://wonder.cdc.gov/ucd-icd10.html
    3. Clery Act Rape RateThe Office of Postsecondary Education’s campus security handbook defines rape as “the penetration, no matter how slight, of the vagina or anus, with any body part or object, or oral penetration by a sex organ of another person, without the consent of the victim” (Department of Education, 2016, pp. 3–6). All campus rape rates cited below are based on this new revised definition. For the purposes of calculating campus rape rates the full federal data files were downloaded from the Web site of the U.S. Department of Education. https://ope.ed.gov/campussafety/#/
    4. UCR Rape RateThe FBI reports state-by-state rape rates using a revised definition of rape (Federal Bureau of Education, 2013) that is identical to the Department of Education Handbook definition cited above. The FBI’s legacy definition is not used in any of the analyses described below. Just as institutions of higher education are required to report campus crime incidents to the federal Department of Education under the Clery Act, local police agencies are required to report crime incidents to the FBI under the Uniform Crime Reports (UCR) program. These rape rates are the number of crime incidents divided by the state population divided by 100,000. Data was downloaded using the FBI's Crime Data Explorer. https://cde.ucr.cjis.gov/LATEST/webapp/#/pages/home
  7. o

    Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program...

    • openicpsr.org
    Updated Jun 1, 2017
    + more versions
    Share
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    Jacob Kaplan (2017). Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program Data: Supplementary Homicide Reports (SHR), 1976-2022 [Dataset]. http://doi.org/10.3886/E100699V13
    Explore at:
    Dataset updated
    Jun 1, 2017
    Dataset provided by
    Princeton University
    Authors
    Jacob Kaplan
    License

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

    Time period covered
    1976 - 2020
    Area covered
    United States
    Description

    For a comprehensive guide to this data and other UCR data, please see my book at ucrbook.comVersion 13 release notes:Adds 2022 dataVersion 12 release notes:Adds 2021 data.Version 11 release notes:Adds 2020 data. Please note that the FBI has retired UCR data ending in 2020 data so this will be the last SHR data they release. Changes .rda file to .rds.Version 10 release notes:Changes release notes description, does not change data.Version 9 release notes:Adds 2019 data.Version 8 release notes:Adds 2018 data.Changes source of data for years 1985-2018 to be directly from the FBI. 2018 data was received via email from the FBI, 2016-2017 is from the FBI who mailed me a DVD, and 1985-2015 data is from the FBI's Crime Data Explorer site (https://crime-data-explorer.fr.cloud.gov/downloads-and-docs).Adds .csv version of the data.Makes minor changes to value labels for consistency and to fix grammar. Version 7 release notes:Changes project name to avoid confusing this data for the ones done by NACJD.Version 6 release notes:Adds 2017 data.Version 5 release notes:Adds 2016 data.Standardizes the "group" column which categorizes cities and counties by population.Arrange rows in descending order by year and ascending order by ORI. Version 4 release notes: Fix bug where Philadelphia Police Department had incorrect FIPS county code. Version 3 Release Notes:Merges data with LEAIC data to add FIPS codes, census codes, agency type variables, and ORI9 variable.Change column names for relationship variables from offender_n_relation_to_victim_1 to victim_1_relation_to_offender_n to better indicate that all relationship are victim 1's relationship to each offender. Reorder columns.This is a single file containing all data from the Supplementary Homicide Reports from 1976 to 2018. The Supplementary Homicide Report provides detailed information about the victim, offender, and circumstances of the murder. Details include victim and offender age, sex, race, ethnicity (Hispanic/not Hispanic), the weapon used, circumstances of the incident, and the number of both offenders and victims. Years 1976-1984 were downloaded from NACJD, while more recent years are from the FBI. All files came as ASCII+SPSS Setup files and were cleaned using R. The "cleaning" just means that column names were standardized (different years have slightly different spellings for many columns). Standardization of column names is necessary to stack multiple years together. Categorical variables (e.g. state) were also standardized (i.e. fix spelling errors, have terminology be the same across years). The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.

  8. o

    Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program...

    • openicpsr.org
    Updated Oct 20, 2020
    + more versions
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    Jacob Kaplan (2020). Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program Data: Human Trafficking 2013-2019 [Dataset]. https://www.openicpsr.org/openicpsr/project/117974/version/V2/view;jsessionid=0D7A7D28AB192F23D59B637FA1561C99?path=/openicpsr/117974/fcr:versions/V2/human_trafficking_2013_2019_dta.zip&type=file
    Explore at:
    Dataset updated
    Oct 20, 2020
    Dataset provided by
    University of Pennsylvania
    Authors
    Jacob Kaplan
    License

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

    Time period covered
    2013 - 2019
    Area covered
    United States
    Description
    For any questions about this data please email me at jacob@crimedatatool.com. If you use this data, cite it.

    Version 2 release notes
    • Adds 2019 data.

    This Human Trafficking data set is an FBI data set that is part of the annual Uniform Crime Reporting (UCR) Program data. This data contains information about human trafficking offenses reported in the United States. There are two crimes that are included in this data set: commercial sex acts and involuntary servitude. The information is the number of these crimes that are reported, to have actually occurred (based upon an investigation into the report), to not have occurred ("unfounded"), cleared by arrest of at least one person, and cleared by arrest where all offenders are under the age of 18.

    The data sets here combine data from the years 2013-2018 (the only years available) into a single file for annual data and a single file for monthly data (data does not get more precise than monthly counts). I also added state, county, and place FIPS code from the LEAIC (crosswalk).

    All the data was is from the FBI and read into R using the package asciiSetupReader. All work to clean the data and save it in various file formats was also done in R. For the R code used to clean this data, see here. https://github.com/jacobkap/crime_data">https://github.com/jacobkap/crime_data. The raw (in fixed-width ASCII format) was downloaded on the FBI's website here: https://crime-data-explorer.fr.cloud.gov/downloads-and-docs">https://crime-data-explorer.fr.cloud.gov/downloads-and-docs

    The following definitions are from the FBI's UCR manual which is included in each zip file available to download. Please see pages 55-58 of that manual for more information, including examples of each offense.

    Human Trafficking - Commercial Sex Acts: Inducing a person by force, fraud, or coercion to participate in commercial sex acts, or in which the person induced to perform such act(s) has not attained 18 years of age.

    Human Trafficking - Involuntary Servitude: The obtaining of a person(s) through recruitment, harboring, transportation, or provision, and subjecting such persons by force, fraud, or coercion into involuntary servitude, peonage, debt bondage, or slavery (not to include commercial sex acts).
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    Learn how you can add new datasets to our index.

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Elena Kirzhner (2023). Hate Crime in the United States Incident Analysis [Dataset]. https://www.kaggle.com/datasets/elenakirzhner/hate-crime-in-the-united-states-incident-analysis
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Hate Crime in the United States Incident Analysis

The FBI crime data through the Uniform Crime Reporting (UCR) Program

Explore at:
CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
Dataset updated
Oct 31, 2023
Dataset provided by
Kagglehttp://kaggle.com/
Authors
Elena Kirzhner
Description

Hate crime incidents reached the highest levels ever in the United States. The FBI's Crime Data Explorer (CDE) aims to provide transparency, create easier access, and expand awareness of criminal, and noncriminal, law enforcement data sharing; improve accountability for law enforcement; and provide a foundation to help shape public policy with the result of a safer nation. Use the CDE to discover available data through visualizations, download data in .csv format, and other large data files. https://cde.ucr.cjis.gov/LATEST/webapp/#/pages/home

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