47 datasets found
  1. Crime in the United States

    • hub.arcgis.com
    • dbechard-open-data-gisanddata.hub.arcgis.com
    Updated Apr 28, 2015
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    Esri (2015). Crime in the United States [Dataset]. https://hub.arcgis.com/maps/esri::crime-in-the-united-states/about
    Explore at:
    Dataset updated
    Apr 28, 2015
    Dataset authored and provided by
    Esrihttp://esri.com/
    Area covered
    Description

    Retirement Notice: This item is in mature support as of June 2023 and will be retired in December 2025. A replacement item has not been identified at this time. Esri recommends updating your maps and apps to phase out use of this item.This map shows the total crime index in the U.S. in 2022 in a multi-scale map (by state, county, ZIP Code, tract, and block group). The layer uses 2020 Census boundaries. The pop-up is configured to include the following information for each geography level:Total crime indexPersonal and Property crime indices Sub-categories of personal and property crime indices Permitted use of this data is covered in the DATA section of the EsriMaster Agreement (E204CW) and these supplemental terms.

  2. l

    Louisville Metro KY - Crime Data 2025

    • data.louisvilleky.gov
    • catalog.data.gov
    • +1more
    Updated Dec 27, 2024
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    Louisville/Jefferson County Information Consortium (2024). Louisville Metro KY - Crime Data 2025 [Dataset]. https://data.louisvilleky.gov/maps/LOJIC::louisville-metro-ky-crime-data-2025
    Explore at:
    Dataset updated
    Dec 27, 2024
    Dataset authored and provided by
    Louisville/Jefferson County Information Consortium
    License

    https://louisville-metro-opendata-lojic.hub.arcgis.com/pages/terms-of-use-and-licensehttps://louisville-metro-opendata-lojic.hub.arcgis.com/pages/terms-of-use-and-license

    Area covered
    Kentucky, Louisville
    Description

    The data provided in this dataset is preliminary in nature and may have not been investigated by a detective at the time of download. The data is therefore subject to change after a complete investigation. This data represents only calls for police service where a police incident report was taken. Due to the variations in local laws and ordinances involving crimes across the nation, whether another agency utilizes Uniform Crime Report (UCR) or National Incident Based Reporting System (NIBRS) guidelines, and the results learned after an official investigation, comparisons should not be made between the statistics generated with this dataset to any other official police reports. Totals in the database may vary considerably from official totals following the investigation and final categorization of a crime. Therefore, the data should not be used for comparisons with Uniform Crime Report or other summary statistics.Data is broken out by year into separate CSV files. Note the file grouping by year is based on the crime's Date Reported (not the Date Occurred).Older cases found in the 2003 data are indicative of cold case research. Older cases are entered into the Police database system and tracked but dates and times of the original case are maintained.Data may also be viewed off-site in map form for just the last 6 months on communitycrimemap.comData Dictionary:Field NameField DescriptionIncident Numberthe number associated with either the incident or used as reference to store the items in our evidence roomsDate Reportedthe date the incident was reported to LMPDDate Occurredthe date the incident actually occurredBadge IDBadge ID of responding OfficerOffense ClassificationNIBRS Reporting category for the criminal act committedOffense Code NameNIBRS Reporting code for the criminal act committedNIBRS_CODEthe code that follows the guidelines of the National Incident Based Reporting System. For more details visit https://ucr.fbi.gov/nibrs/2011/resources/nibrs-offense-codes/viewNIBRS Grouphierarchy that follows the guidelines of the FBI National Incident Based Reporting SystemWas Offense CompletedStatus indicating whether the incident was an attempted crime or a completed crime.LMPD Divisionthe LMPD division in which the incident actually occurredLMPD Beatthe LMPD beat in which the incident actually occurredLocation Categorythe type of location in which the incident occurred (e.g. Restaurant)Block Addressthe location the incident occurredCitythe city associated to the incident block locationZip Codethe zip code associated to the incident block locationContact:LMPD Open Records lmpdopenrecords@louisvilleky.gov

  3. a

    Crime in the United States

    • crime-analysis-albgis.hub.arcgis.com
    Updated Aug 5, 2020
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    City of Albany, GA (2020). Crime in the United States [Dataset]. https://crime-analysis-albgis.hub.arcgis.com/maps/albgis::crime-in-the-united-states/about
    Explore at:
    Dataset updated
    Aug 5, 2020
    Dataset authored and provided by
    City of Albany, GA
    Area covered
    Description

    This map shows the total crime index in the U.S. in 2020 in a multi-scale map (by state, county, ZIP Code, tract, and block group). The pop-up is configured to include the following information for each geography level:Total crime indexPersonal and Property crime indices Sub-categories of personal and property crime indicesThe values are all referenced by an index value. The index values for the US level are 100, representing average crime for the country. A value of more than 100 represents higher crime than the national average, and a value of less than 100 represents lower crime than the national average. For example, an index of 120 implies that crime in the area is 20 percent higher than the US average; an index of 80 implies that crime is 20 percent lower than the US average.Additional Esri Resources:Esri DemographicsU.S. 2020/2025 Esri Updated DemographicsEssential demographic vocabularyEsri's arcgis.com demographic map layersPermitted use of this data is covered in the DATA section of the Esri Master Agreement (E204CW) and these supplemental terms.

  4. WIBR Crime Data (Current)

    • data.milwaukee.gov
    csv
    Updated Dec 2, 2025
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    Milwaukee Police Department (2025). WIBR Crime Data (Current) [Dataset]. https://data.milwaukee.gov/dataset/wibr
    Explore at:
    csv(117409245)Available download formats
    Dataset updated
    Dec 2, 2025
    Dataset authored and provided by
    Milwaukee Police Departmenthttp://city.milwaukee.gov/police
    License

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

    Description

    Update Frequency: Daily

    Current year to date. The data included in this dataset has been reviewed and approved by a Milwaukee Police Department supervisor and the Milwaukee Police Department’s Records Management Division. This approval process can take a few weeks from the reported date of the crime. For preliminary crime data, please visit the Milwaukee Police Department’s Crime Maps and Statistics dashboard at https://city.milwaukee.gov/police/Information-Services/Crime-Maps-and-Statistics.

    Wisconsin Incident Based Report (WIBR) Group A Offenses.

    The Crime Data represents incident level data defined by Wisconsin Incident Based Reporting System (WIBRS) codes. WIBRS reporting is a crime reporting standard and can not be compared to any previous UCR report. Therefore, the Crime Data may reflect:

    • Information not yet verified by further investigation
    • Preliminary crime classifications that may be changed at a later date based upon further investigation
    • Information that may include mechanical or human error

    Neither the City of Milwaukee nor the Milwaukee Police Department guarantee (either express or implied) the accuracy, completeness, timeliness, or correct sequencing of the Crime Data. The City of Milwaukee and the Milwaukee Police Department shall have no liability for any error or omission, or for the use of, or the results obtained from the use of the Crime Data. In addition, the City of Milwaukee and the Milwaukee Police Department caution against using the Crime Data to make decisions/comparisons regarding the safety of or the amount of crime occurring in a particular area. When reviewing the Crime Data, the site user should consider that:

    • The information represents only police services where a report was made and does not include other calls for police service
    • The information does not reflect or certify "safe" or "unsafe" areas
    • The information will sometimes reflect where the crime was reported versus where the crime occurred

    This data is not intended to represent a total number/sum of crimes, rather 1 = True and 0 = False.

    The use of the Crime Data indicates the site user's unconditional acceptance of all risks associated with the use of the Crime Data.

    To download XML and JSON files, click the CSV option below and click the down arrow next to the Download button in the upper right on its page. XY fields in data is in projection Wisconsin State Plane South NAD27 (WKID 32054).

  5. l

    Violent Crime Rate

    • data.lacounty.gov
    • ph-lacounty.hub.arcgis.com
    • +1more
    Updated Dec 19, 2023
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    County of Los Angeles (2023). Violent Crime Rate [Dataset]. https://data.lacounty.gov/datasets/violent-crime-rate
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    Dataset updated
    Dec 19, 2023
    Dataset authored and provided by
    County of Los Angeles
    Area covered
    Description

    Serious violent crimes consist of Part 1 offenses as defined by the U.S. Department of Justice’s Uniform Reporting Statistics. These include murders, nonnegligent homicides, rapes (legacy and revised), robberies, and aggravated assaults. LAPD data were used for City of Los Angeles, LASD data were used for unincorporated areas and cities that contract with LASD for law enforcement services, and CA Attorney General data were used for all other cities with local police departments. This indicator is based on location of residence. Single-year data are only available for Los Angeles County overall, Service Planning Areas, Supervisorial Districts, City of Los Angeles overall, and City of Los Angeles Council Districts.Neighborhood violence and crime can have a harmful impact on all members of a community. Living in communities with high rates of violence and crime not only exposes residents to a greater personal risk of injury or death, but it can also render individuals more susceptible to many adverse health outcomes. People who are regularly exposed to violence and crime are more likely to suffer from chronic stress, depression, anxiety, and other mental health conditions. They are also less likely to be able to use their parks and neighborhoods for recreation and physical activity.For more information about the Community Health Profiles Data Initiative, please see the initiative homepage.

  6. Historical crime data

    • gov.uk
    Updated Apr 21, 2016
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    Home Office (2016). Historical crime data [Dataset]. https://www.gov.uk/government/statistics/historical-crime-data
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    Dataset updated
    Apr 21, 2016
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Home Office
    Description

    Important information: detailed data on crimes recorded by the police from April 2002 onwards are published in the police recorded crime open data tables. As such, from July 2016 data on crimes recorded by the police from April 2002 onwards are no longer published on this webpage. This is because the data is available in the police recorded crime open data tables which provide a more detailed breakdown of crime figures by police force area, offence code and financial year quarter. Data for Community Safety Partnerships are also available.

    The open data tables are updated every three months to incorporate any changes such as reclassifications or crimes being cancelled or transferred to another police force, which means that they are more up-to-date than the tables published on this webpage which are updated once per year. Additionally, the open data tables are in a format designed to be user-friendly and enable analysis.

    If you have any concerns about the way these data are presented please contact us by emailing CrimeandPoliceStats@homeoffice.gov.uk. Alternatively, please write to

    Home Office Crime and Policing Analysis
    1st Floor, Peel Building
    2 Marsham Street
    London
    SW1P 4DF

  7. d

    Louisville Metro KY - Crime Data 2021

    • catalog.data.gov
    • s.cnmilf.com
    • +3more
    Updated Jul 30, 2025
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    Louisville/Jefferson County Information Consortium (2025). Louisville Metro KY - Crime Data 2021 [Dataset]. https://catalog.data.gov/dataset/louisville-metro-ky-crime-data-2021
    Explore at:
    Dataset updated
    Jul 30, 2025
    Dataset provided by
    Louisville/Jefferson County Information Consortium
    Area covered
    Kentucky, Louisville
    Description

    Note: Due to a system migration, this data will cease to update on March 14th, 2023. The current projection is to restart the updates on or around July 17th, 2023.Crime report data is provided for Louisville Metro Police Divisions only; crime data does not include smaller class cities.The data provided in this dataset is preliminary in nature and may have not been investigated by a detective at the time of download. The data is therefore subject to change after a complete investigation. This data represents only calls for police service where a police incident report was taken. Due to the variations in local laws and ordinances involving crimes across the nation, whether another agency utilizes Uniform Crime Report (UCR) or National Incident Based Reporting System (NIBRS) guidelines, and the results learned after an official investigation, comparisons should not be made between the statistics generated with this dataset to any other official police reports. Totals in the database may vary considerably from official totals following the investigation and final categorization of a crime. Therefore, the data should not be used for comparisons with Uniform Crime Report or other summary statistics.Data is broken out by year into separate CSV files. Note the file grouping by year is based on the crime's Date Reported (not the Date Occurred).Older cases found in the 2003 data are indicative of cold case research. Older cases are entered into the Police database system and tracked but dates and times of the original case are maintained.Data may also be viewed off-site in map form for just the last 6 months on Crimemapping.comData Dictionary:INCIDENT_NUMBER - the number associated with either the incident or used as reference to store the items in our evidence roomsDATE_REPORTED - the date the incident was reported to LMPDDATE_OCCURED - the date the incident actually occurredUOR_DESC - Uniform Offense Reporting code for the criminal act committedCRIME_TYPE - the crime type categoryNIBRS_CODE - the code that follows the guidelines of the National Incident Based Reporting System. For more details visit https://ucr.fbi.gov/nibrs/2011/resources/nibrs-offense-codes/viewUCR_HIERARCHY - hierarchy that follows the guidelines of the FBI Uniform Crime Reporting. For more details visit https://ucr.fbi.gov/ATT_COMP - Status indicating whether the incident was an attempted crime or a completed crime.LMPD_DIVISION - the LMPD division in which the incident actually occurredLMPD_BEAT - the LMPD beat in which the incident actually occurredPREMISE_TYPE - the type of location in which the incident occurred (e.g. Restaurant)BLOCK_ADDRESS - the location the incident occurredCITY - the city associated to the incident block locationZIP_CODE - the zip code associated to the incident block locationID - Unique identifier for internal databaseContact:Crime Information CenterCrimeInfoCenterDL@louisvilleky.gov

  8. e

    Crime in the United States

    • hubuserlab.esri.com
    Updated Apr 28, 2015
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    Esri (2015). Crime in the United States [Dataset]. https://hubuserlab.esri.com/maps/esri::crime-in-the-united-states/about
    Explore at:
    Dataset updated
    Apr 28, 2015
    Dataset authored and provided by
    Esri
    Area covered
    Description

    This map shows the total crime index in the U.S. in 2021 in a multi-scale map (by state, county, ZIP Code, tract, and block group). The pop-up is configured to include the following information for each geography level:Total crime indexPersonal and Property crime indices Sub-categories of personal and property crime indicesThe values are all referenced by an index value. The index values for the US level are 100, representing average crime for the country. A value of more than 100 represents higher crime than the national average, and a value of less than 100 represents lower crime than the national average. For example, an index of 120 implies that crime in the area is 20 percent higher than the US average; an index of 80 implies that crime is 20 percent lower than the US average.For more information about the AGS Crime Indices, click here. Additional Esri Resources:Esri DemographicsU.S. 2021/2026 Esri Updated DemographicsEssential demographic vocabularyEsri's arcgis.com demographic map layersPermitted use of this data is covered in the DATA section of the EsriMaster Agreement (E204CW) and these supplemental terms.

  9. l

    Louisville Metro KY - Crime Data 2011

    • data.lojic.org
    • data.louisvilleky.gov
    • +2more
    Updated Aug 19, 2022
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    Louisville/Jefferson County Information Consortium (2022). Louisville Metro KY - Crime Data 2011 [Dataset]. https://data.lojic.org/datasets/louisville-metro-ky-crime-data-2011
    Explore at:
    Dataset updated
    Aug 19, 2022
    Dataset authored and provided by
    Louisville/Jefferson County Information Consortium
    License

    https://louisville-metro-opendata-lojic.hub.arcgis.com/pages/terms-of-use-and-licensehttps://louisville-metro-opendata-lojic.hub.arcgis.com/pages/terms-of-use-and-license

    Area covered
    Louisville, Kentucky
    Description

    Crime report data is provided for Louisville Metro Police Divisions only; crime data does not include smaller class cities.The data provided in this dataset is preliminary in nature and may have not been investigated by a detective at the time of download. The data is therefore subject to change after a complete investigation. This data represents only calls for police service where a police incident report was taken. Due to the variations in local laws and ordinances involving crimes across the nation, whether another agency utilizes Uniform Crime Report (UCR) or National Incident Based Reporting System (NIBRS) guidelines, and the results learned after an official investigation, comparisons should not be made between the statistics generated with this dataset to any other official police reports. Totals in the database may vary considerably from official totals following the investigation and final categorization of a crime. Therefore, the data should not be used for comparisons with Uniform Crime Report or other summary statistics.Data is broken out by year into separate CSV files. Note the file grouping by year is based on the crime's Date Reported (not the Date Occurred).Older cases found in the 2003 data are indicative of cold case research. Older cases are entered into the Police database system and tracked but dates and times of the original case are maintained.Data may also be viewed off-site in map form for just the last 6 months on Crimemapping.comData Dictionary:INCIDENT_NUMBER - the number associated with either the incident or used as reference to store the items in our evidence roomsDATE_REPORTED - the date the incident was reported to LMPDDATE_OCCURED - the date the incident actually occurredUOR_DESC - Uniform Offense Reporting code for the criminal act committedCRIME_TYPE - the crime type categoryNIBRS_CODE - the code that follows the guidelines of the National Incident Based Reporting System. For more details visit https://ucr.fbi.gov/nibrs/2011/resources/nibrs-offense-codes/viewUCR_HIERARCHY - hierarchy that follows the guidelines of the FBI Uniform Crime Reporting. For more details visit https://ucr.fbi.gov/ATT_COMP - Status indicating whether the incident was an attempted crime or a completed crime.LMPD_DIVISION - the LMPD division in which the incident actually occurredLMPD_BEAT - the LMPD beat in which the incident actually occurredPREMISE_TYPE - the type of location in which the incident occurred (e.g. Restaurant)BLOCK_ADDRESS - the location the incident occurredCITY - the city associated to the incident block locationZIP_CODE - the zip code associated to the incident block locationID - Unique identifier for internal databaseContact:Crime Information CenterCrimeInfoCenterDL@louisvilleky.gov

  10. Crime data of Los Angeles from 2020 to 2025

    • kaggle.com
    zip
    Updated Feb 9, 2025
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    Muhammad Abdullah (2025). Crime data of Los Angeles from 2020 to 2025 [Dataset]. https://www.kaggle.com/datasets/abdullahmazari/crime-data-of-los-angeles-from-2020-to-2025
    Explore at:
    zip(51702193 bytes)Available download formats
    Dataset updated
    Feb 9, 2025
    Authors
    Muhammad Abdullah
    License

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

    Area covered
    Los Angeles
    Description

    Los Angeles Crime Data (2020 - Present)

    📌 Updated: February 7, 2025

    Overview

    This dataset contains reported crime incidents in the City of Los Angeles from 2020 to the present, provided by the Los Angeles Police Department (LAPD). It includes key details such as crime type, location (anonymized), and date. The dataset is derived from official LAPD records and is regularly updated.

    ⚠️ Note: LAPD transitioned to a new Records Management System (RMS) on March 7, 2024, to comply with the FBI’s NIBRS (National Incident-Based Reporting System). During this transition, some crime data may still reflect the older system.

    Dataset Highlights

    ✔ Crime Incidents: Reported cases from 2020 onwards ✔ Location Details: Anonymized to the nearest hundred block ✔ Reporting System: Transition to FBI's NIBRS compliance ✔ Data Accuracy: Transcribed from original LAPD reports

    Important Notes

    🔹 Temporary Reporting Delays – LAPD is experiencing technical issues affecting data updates. Until resolved, updates will be bi-weekly instead of weekly. 🔹 Data Limitations – Some missing location fields are recorded as (0°, 0°) due to privacy constraints. 🔹 Possible Inaccuracies – Crime reports are transcribed manually, leading to potential data errors.

    Usage & Applications

    ✅ Crime trend analysis over time ✅ Crime hotspot detection & mapping ✅ Law enforcement and policy research ✅ Machine learning applications (predictive modeling)

    Column Descriptions for Los Angeles Crime Data (2020 - Present)

    Column Name and Description

    DR_NO: Unique crime report number assigned by LAPD. Date Rptd: Date when the crime was reported to the LAPD (MM/DD/YYYY HH:MM:SS AM/PM). DATE OCC: Date when the crime occurred (MM/DD/YYYY HH:MM:SS AM/PM). TIME OCC: Time when the crime occurred, in 24-hour format (e.g., 2130 = 9:30 PM). AREA: Numerical code representing the LAPD division where the crime occurred. AREA NAME: Name of the LAPD division (e.g., Wilshire, Central, Southwest, etc.). Rpt Dist No: Reporting district number used internally by LAPD. Part 1-2: Crime category: 1 = Serious (violent/property crimes), 2 = Less serious crimes. Crm Cd: Crime classification code assigned by LAPD. Crm Cd Desc: Description of the crime, such as "Vehicle - Stolen" or "Burglary from Vehicle". Mocodes: Modus Operandi (MO) codes, which indicate methods used by criminals. Vict Age: Age of the victim (0 may indicate missing data). Vict Sex: Gender of the victim (M = Male, F = Female, X = Unknown). Vict Descent: Ethnicity of the victim, encoded as: W (White), B (Black), H (Hispanic), A (Asian), O (Other), etc. Premis Cd: Numerical code representing the type of location where the crime occurred. Premis Desc: Description of the location, such as "Street," "Bus Stop," "Apartment," etc. Weapon Used Cd: Weapon code, if a weapon was used in the crime (NaN if no weapon was involved). Weapon Desc: Description of the weapon (e.g., "Handgun", "Knife", "None"). Status: Case status, such as IC (Investigation Continued) or AA (Adult Arrest). Status Desc: Description of the case status, e.g., "Investigation Continued" or "Adult Arrest". Crm Cd 1 - Crm Cd 4: Additional crime codes, if multiple offenses occurred in the same incident. LOCATION: Nearest street address where the crime occurred. Cross Street: Cross street (if available) for additional location context. LAT Latitude: of the crime location. LON Longitude: of the crime location.

    License & Attribution

    Source: Los Angeles Police Department (LAPD) Terms of Use: This dataset follows specific non-federal licensing rules different from Data.gov. Attribution: If you use this dataset, please credit LAPD & Data.gov.

    💬 Feedback & Discussion

    If you notice any inconsistencies or have questions, please leave a comment below. Let's collaborate to improve crime data transparency! 🚀

  11. Crime in Louisville, KY 2003 - 2017

    • kaggle.com
    zip
    Updated Feb 4, 2018
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    Evan Payne (2018). Crime in Louisville, KY 2003 - 2017 [Dataset]. https://www.kaggle.com/jpayne/crime-in-louisville-ky-2003-2017
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    zip(97881236 bytes)Available download formats
    Dataset updated
    Feb 4, 2018
    Authors
    Evan Payne
    License

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

    Area covered
    Louisville, Kentucky
    Description

    Content

    Data is a culmination of separate csv files found at https://data.louisvilleky.gov/dataset/crime-data

    Each row represents a reported crime

    The following description is from https://data.louisvilleky.gov/dataset/crime-data:

    DATE_REPORTED - the date the incident was reported to LMPD

    DATE_OCCURED - the date the incident actually occurred

    UOR_DESC - Uniform Offense Reporting code for the criminal act committed

    CRIME_TYPE - the crime type category

    NIBRS_CODE - the code that follows the guidelines of the National Incident Based Reporting System. For more details visit https://ucr.fbi.gov/nibrs/2011/resources/nibrs-offense-codes/view

    UCR_HIERARCHY - hierarchy that follows the guidelines of the FBI Uniform Crime Reporting. For more details visit https://ucr.fbi.gov/

    ATT_COMP - Status indicating whether the incident was an attempted crime or a completed crime.

    LMPD_DIVISION - the LMPD division in which the incident actually occurred

    LMPD_BEAT - the LMPD beat in which the incident actually occurred

    PREMISE_TYPE - the type of location in which the incident occurred (e.g. Restaurant)

    BLOCK_ADDRESS - the location the incident occurred

    CITY - the city associated to the incident block location

    ZIP_CODE - the zip code associated to the incident block location

    ID - Unique identifier for internal database

    Acknowledgements

    Thank you to Louisville OPEN DATA!

    https://data.louisvilleky.gov/dataset/crime-data

    Inspiration

    Which crimes are most common? In which zip codes is crime more likely to occur? Is there a trend of some crimes increasing and other decreasing in number? Which crimes take longest to report? Which beats handle the most homicides?

  12. a

    Crime in Minnesota-Copy

    • umn.hub.arcgis.com
    Updated Jul 5, 2022
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    University of Minnesota (2022). Crime in Minnesota-Copy [Dataset]. https://umn.hub.arcgis.com/maps/357104b3b42e4e578dfc4a78177190a1
    Explore at:
    Dataset updated
    Jul 5, 2022
    Dataset authored and provided by
    University of Minnesota
    Area covered
    Description

    This map shows the total crime index in the U.S. in 2018 in a multi-scale map (by state, county, ZIP Code, tract, and block group). The pop-up is configured to include the following information for each geography level:Total crime indexPersonal and Property crime indices Sub-categories of personal and property crime indicesThe values are all referenced by an index value. The index values for the US level are 100, representing average crime for the country. A value of more than 100 represents higher crime than the national average, and a value of less than 100 represents lower crime than the national average. For example, an index of 120 implies that crime in the area is 20 percent higher than the US average; an index of 80 implies that crime is 20 percent lower than the US average.Additional Esri Resources:Esri DemographicsU.S. 2018/2023 Esri Updated DemographicsEssential demographic vocabularyEsri's arcgis.com demographic map layers

  13. Seattle Property Crime by ZIP Code (2008-2021)

    • kaggle.com
    zip
    Updated Nov 3, 2022
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    Daniel L (2022). Seattle Property Crime by ZIP Code (2008-2021) [Dataset]. https://www.kaggle.com/datasets/danielvl/seattle-property-crime-by-zip-code-20082021
    Explore at:
    zip(596 bytes)Available download formats
    Dataset updated
    Nov 3, 2022
    Authors
    Daniel L
    License

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

    Area covered
    Seattle
    Description

    This dataset aggregates Seattle Police Department crime statistics with spatial ZIP code boundaries and US Census data to determine the property crime rate per 1,000 residents. The following sources were used to create this dataset:

    King County ZIP Code Boundaries

    Source: https://data-seattlecitygis.opendata.arcgis.com/datasets/SeattleCityGIS::zip-codes/explore

    King County provides approximate ZIP code boundaries, updated quarterly and published by the city of Seattle.

    SPD Crime Data: 2008-Present

    Source: https://data.seattle.gov/Public-Safety/SPD-Crime-Data-2008-Present/tazs-3rd5

    The Seattle Police Department publishes data for reported crimes from 2008 to the present, refreshed daily. This data includes whether the crime is classified as against a person, against property, or against society.

    2020 ACS 5-year estimates for population

    Source: https://data.census.gov/cedsci/table?q=population%20seattle&g=0400000US53%248600000&tid=ACSDP5Y2020.DP05

    The US Census Department American Community Survey (ACS) publishes 5-year estimates of population by a variety of geographies, including ZIP Code Tabulation Areas (ZCTAs), geographic approximations of each ZIP code.

    Data Processing

    Using the pandas and geopandas libraries within python, the following processing steps were followed to prepare this dataset: - Converted the date and time reported field in the SPD dataset to a datetime object and extracted the year - Filtered to crimes reported between 2008 and 2021 - Filtered to only crimes against property - Dropped rows with null values for year, crime against category, longitude, or latitude - Performed a spatial join using the latitude and longitude for each report in the SPD data to append a ZIP code from the King County ZIP Code boundary shapefile - Summarized to calculate a count of property crimes reported for each combination of year and ZIP code - Summarized by ZIP code to calculate the count of years with at least one crime reported and the total number of property crimes reported - Calculated the average number of property crimes reported per year in each ZIP code - Merged with the ACS population estimates - Calculated the number of property crimes reported per year per 1,000 population for each zip code

    Photo by Justus Hayes: https://www.pexels.com/photo/a-bicycle-chained-to-a-metal-post-6355944/

  14. Historic police recorded crime and outcomes open data tables

    • gov.uk
    Updated Jan 30, 2025
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    Home Office (2025). Historic police recorded crime and outcomes open data tables [Dataset]. https://www.gov.uk/government/statistics/police-recorded-crime-open-data-tables
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    Dataset updated
    Jan 30, 2025
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Home Office
    Description

    For the latest data tables see ‘Police recorded crime and outcomes open data tables’.

    These historic data tables contain figures up to September 2024 for:

    1. Police recorded crime
    2. Crime outcomes
    3. Transferred/cancelled records (formerly ‘no-crimes’)
    4. Knife crime
    5. Firearms
    6. Hate crime
    7. Fraud crime
    8. Rape incidents crime

    There are counting rules for recorded crime to help to ensure that crimes are recorded consistently and accurately.

    These tables are designed to have many uses. The Home Office would like to hear from any users who have developed applications for these data tables and any suggestions for future releases. Please contact the Crime Analysis team at crimeandpolicestats@homeoffice.gov.uk.

  15. KCPD Crime Data 2024

    • data.kcmo.org
    • splitgraph.com
    Updated Jan 15, 2025
    + more versions
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    KCPD Information Technology (2025). KCPD Crime Data 2024 [Dataset]. https://data.kcmo.org/Crime/KCPD-Crime-Data-2024/isbe-v4d8
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    kml, xlsx, application/geo+json, csv, kmz, xmlAvailable download formats
    Dataset updated
    Jan 15, 2025
    Dataset provided by
    Kansas City Police Departmenthttp://www.kcpd.org/
    Authors
    KCPD Information Technology
    License

    U.S. Government Workshttps://www.usa.gov/government-works
    License information was derived automatically

    Description

    This is the most current information as of the date of upload. This provides the user the ability to view the most current crime information within Kansas City, Missouri. The displayed information is the most current information from the data source as of the date of upload. The data source is dynamic and therefore constantly changing. Changes to the information may occur, as incident information is refined. While the Board of Police Commissioners of Kansas City, Missouri (Board) makes every effort to maintain and distribute accurate information, no warranties and/or representations of any kind are made regarding information, data or services provided. The Board is not responsible for misinterpretation of this information and makes no inference or judgment as to the relative safety to any particular area or neighborhood. In no event shall the Board be liable in any way to the users of this data. Users of this data shall hold the Board harmless in all matters and accounts arising from the use and/or accuracy of this data.

  16. a

    ZIP Code

    • columbus.hub.arcgis.com
    Updated Oct 24, 2019
    + more versions
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    City of Columbus Maps & Apps (2019). ZIP Code [Dataset]. https://columbus.hub.arcgis.com/datasets/usa-crime/data?layer=47
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    Dataset updated
    Oct 24, 2019
    Dataset authored and provided by
    City of Columbus Maps & Apps
    Area covered
    Description

    Esri's Crime Indexes data incorporates information from the AGS national CrimeRisk database that is based on an extensive analysis of several years of crime incidents reported by most US law enforcement jurisdictions. The Crime Indexes database includes standardized indexes for a range of serious crimes against both persons and property. The data vintage is 2019. All attributes are available at the following geography levels: State, County, Tract, Block Group, ZIP Code, Place, CBSA and DMA. Attributes include total crime index, personal crime index, and other indexes for serious crimes. To view ArcGIS Online items using this service, including the terms of use, visit http://goto.arcgisonline.com/demographics5/USA_Crime.

  17. a

    Block Group

    • hub.arcgis.com
    Updated Oct 30, 2017
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    ArcGIS Hub (2017). Block Group [Dataset]. https://hub.arcgis.com/datasets/arcgishub::usa-crime-index?layer=3
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    Dataset updated
    Oct 30, 2017
    Dataset authored and provided by
    ArcGIS Hub
    Area covered
    Description

    This layer shows the total crime index in the U.S. in 2017 in a multi-scale map (by state, county, ZIP Code, tract, and block group). The pop-up is configured to include the following information for each geography level:Total crime indexPersonal and Property crime indices Sub-categories of personal and property crime indicesThe values are all referenced by an index value. The index values for the US level are 100, representing average crime for the country. A value of more than 100 represents higher crime than the national average, and a value of less than 100 represents lower crime than the national average. For example, an index of 120 implies that crime in the area is 20 percent higher than the US average; an index of 80 implies that crime is 20 percent lower than the US average.Additional Esri Resources:Esri DemographicsU.S. 2017/2022 Esri Updated DemographicsEssential demographic vocabularyEsri's arcgis.com demographic map layers

  18. Crime Incidents in Los Angeles: 2020 to 2024

    • kaggle.com
    zip
    Updated Aug 18, 2024
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    Saurabh Badole (2024). Crime Incidents in Los Angeles: 2020 to 2024 [Dataset]. https://www.kaggle.com/datasets/saurabhbadole/crime-incidents-in-los-angeles-2020-to-present/data
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    zip(50122285 bytes)Available download formats
    Dataset updated
    Aug 18, 2024
    Authors
    Saurabh Badole
    Area covered
    Los Angeles
    Description

    https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F15666745%2F92a4d2a363485867bda0dc4dd6699c13%2FDesign.png?generation=1723995740709789&alt=media" alt="">

    Well, Now that you’ve bravely crossed the virtual crime scene tape, find more details below👇

    Description:

    This dataset provides a detailed account of crime incidents reported in the City of Los Angeles from 2020 to the present day. The data is compiled from the Los Angeles Police Department (LAPD) and includes various features like the type of crime, date and time of occurrence, location, and demographic information of victims. With over four years of data, this dataset is invaluable for researchers, data scientists, and analysts who are interested in studying crime trends, identifying patterns, and developing predictive models to enhance public safety.

    This dataset reflects incidents of crime in the City of Los Angeles dating back to 2020. The data is transcribed from original crime reports that are typed on paper, which may introduce some inaccuracies. Location fields with missing data are noted as (0°, 0°), and address fields are provided only to the nearest hundred block to maintain privacy. This data is as accurate as the data in the database.

    Features:

    Feature NameDescription
    DR_NOUnique identifier for each crime report.
    Date RptdDate the crime was reported.
    DATE OCCDate and time when the crime occurred.
    TIME OCCTime when the crime occurred.
    AREAArea code where the crime took place.
    AREA NAMEName of the area or neighborhood where the crime took place.
    Rpt Dist NoReporting district number, a smaller unit within the area.
    Part 1-2Classification of the crime as either Part 1 (serious) or Part 2 (less serious).
    Crm CdCrime code representing the specific type of crime.
    Crm Cd DescDescription of the type of crime (e.g., BURGLARY, THEFT).
    MocodesModus operandi codes detailing how the crime was committed.
    Vict AgeAge of the victim.
    Vict SexGender of the victim (M = Male, F = Female, X = Non-binary).
    Vict DescentEthnic descent of the victim (O = Other, W = White, B = Black, H = Hispanic, etc.).
    Premis CdCode representing the type of premise where the crime occurred.
    Premis DescDescription of the premise where the crime occurred (e.g., STREET, CLOTHING STORE).
    Weapon Used CdCode for the weapon used in the crime.
    Weapon DescDescription of the weapon used in the crime (e.g., FIREARM, KNIFE).
    StatusCurrent status of the investigation (e.g., AA = Adult Arrest, IC = Investigation Continued).
    Status DescDetailed description of the investigation status.
    Crm Cd 1Primary crime code associated with the incident.
    Crm Cd 2Secondary crime code, if applicable.
    Crm Cd 3Tertiary crime code, if applicable.
    Crm Cd 4Quaternary crime code, if applicable.
    LOCATIONAddress or location where the crime occurred.
    Cross StreetNearest cross street to the location of the crime.
    LATLatitude coordinate of the crime location.
    LONLongitude coordinate of the crime location.
  19. g

    Louisville Metro KY - Crime Data 2021 | gimi9.com

    • gimi9.com
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    Louisville Metro KY - Crime Data 2021 | gimi9.com [Dataset]. https://gimi9.com/dataset/data-gov_louisville-metro-ky-crime-data-2021/
    Explore at:
    Area covered
    Kentucky, Louisville
    Description

    🇺🇸 United States English Note: Due to a system migration, this data will cease to update on March 14th, 2023. The current projection is to restart the updates within 30 days of the system migration, on or around April 13th, 2023Crime report data is provided for Louisville Metro Police Divisions only; crime data does not include smaller class cities. The data provided in this dataset is preliminary in nature and may have not been investigated by a detective at the time of download. The data is therefore subject to change after a complete investigation. This data represents only calls for police service where a police incident report was taken. Due to the variations in local laws and ordinances involving crimes across the nation, whether another agency utilizes Uniform Crime Report (UCR) or National Incident Based Reporting System (NIBRS) guidelines, and the results learned after an official investigation, comparisons should not be made between the statistics generated with this dataset to any other official police reports. Totals in the database may vary considerably from official totals following the investigation and final categorization of a crime. Therefore, the data should not be used for comparisons with Uniform Crime Report or other summary statistics. Data is broken out by year into separate CSV files. Note the file grouping by year is based on the crime's Date Reported (not the Date Occurred). Older cases found in the 2003 data are indicative of cold case research. Older cases are entered into the Police database system and tracked but dates and times of the original case are maintained. Data may also be viewed off-site in map form for just the last 6 months on Crimemapping.com Data Dictionary: INCIDENT_NUMBER - the number associated with either the incident or used as reference to store the items in our evidence rooms DATE_REPORTED - the date the incident was reported to LMPD DATE_OCCURED - the date the incident actually occurred BADGE_ID - UOR_DESC - Uniform Offense Reporting code for the criminal act committed CRIME_TYPE - the crime type category NIBRS_CODE - the code that follows the guidelines of the National Incident Based Reporting System. For more details visit https://ucr.fbi.gov/nibrs/2011/resources/nibrs-offense-codes/view UCR_HIERARCHY - hierarchy that follows the guidelines of the FBI Uniform Crime Reporting. For more details visit https://ucr.fbi.gov/ ATT_COMP - Status indicating whether the incident was an attempted crime or a completed crime. LMPD_DIVISION - the LMPD division in which the incident actually occurred LMPD_BEAT - the LMPD beat in which the incident actually occurred PREMISE_TYPE - the type of location in which the incident occurred (e.g. Restaurant) BLOCK_ADDRESS - the location the incident occurred CITY - the city associated to the incident block location ZIP_CODE - the zip code associated to the incident block location

  20. Violent Crime Rate

    • data.ca.gov
    • healthdata.gov
    • +3more
    pdf, xlsx, zip
    Updated Nov 7, 2025
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    California Department of Public Health (2025). Violent Crime Rate [Dataset]. https://data.ca.gov/dataset/violent-crime-rate
    Explore at:
    xlsx, pdf, zipAvailable download formats
    Dataset updated
    Nov 7, 2025
    Dataset authored and provided by
    California Department of Public Healthhttps://www.cdph.ca.gov/
    License

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

    Description

    This table contains data on the rate of violent crime (crimes per 1,000 population) for California, its regions, counties, cities and towns. Crime and population data are from the Federal Bureau of Investigations, Uniform Crime Reports. Rates above the city/town level include data from city, university and college, county, state, tribal, and federal law enforcement agencies. The table is part of a series of indicators in the Healthy Communities Data and Indicators Project of the Office of Health Equity. Ten percent of all deaths in young California adults aged 15-44 years are related to assault and homicide. In 2010, California law enforcement agencies reported 1,809 murders, 8,331 rapes, and over 95,000 aggravated assaults. African Americans in California are 11 times more likely to die of assault and homicide than Whites. More information about the data table and a data dictionary can be found in the About/Attachments section.

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Esri (2015). Crime in the United States [Dataset]. https://hub.arcgis.com/maps/esri::crime-in-the-united-states/about
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Crime in the United States

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Dataset updated
Apr 28, 2015
Dataset authored and provided by
Esrihttp://esri.com/
Area covered
Description

Retirement Notice: This item is in mature support as of June 2023 and will be retired in December 2025. A replacement item has not been identified at this time. Esri recommends updating your maps and apps to phase out use of this item.This map shows the total crime index in the U.S. in 2022 in a multi-scale map (by state, county, ZIP Code, tract, and block group). The layer uses 2020 Census boundaries. The pop-up is configured to include the following information for each geography level:Total crime indexPersonal and Property crime indices Sub-categories of personal and property crime indices Permitted use of this data is covered in the DATA section of the EsriMaster Agreement (E204CW) and these supplemental terms.

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