Context

Crime data analysis is essential for understanding patterns of criminal activity, identifying risk factors, and informing public safety policies. This dataset provides a detailed look at reported offenses in Indiana for the year 2023, offering valuable insights into demographic trends, geographic crime distribution, and seasonal variations. By analyzing this dataset, researchers, policymakers, and data enthusiasts can uncover key factors influencing crime rates and develop data-driven strategies for prevention and intervention.

Content

This dataset compiles crime records from Indiana in 2023, structured to facilitate in-depth analysis across various dimensions. It includes:

• Demographics – Age, race, and gender details of individuals involved in reported offenses, enabling a deeper understanding of crime patterns among different population groups.
• Offense Details – Categorized crime types, including theft, violent crimes, drug-related offenses, and property crimes, to reveal crime distribution across Indiana.
• Temporal Patterns – A breakdown of crimes by month to identify seasonal crime trends and fluctuations throughout the year.
• Geographic Distribution – County-level crime data that highlight high-crime areas and differences in crime rates between urban and rural regions.
• Arrest Rates – Information on arrests linked to various offenses, providing insights into law enforcement actions and policy effectiveness.

Inspiration

This dataset presents several opportunities for exploration and analysis:

• Which demographics are most affected by specific types of crime?
• How do crime rates vary across different counties, and what factors contribute to regional differences?
• Are there seasonal patterns in criminal activity that could inform law enforcement strategies?
• What are the relationships between arrest rates and specific types of offenses?

Potential Applications

This dataset is well-suited for various analytical and research purposes, including:

• Demographic Analysis – Examining which age, race, and gender groups are most affected by certain offenses.
• Geographic Insights – Analyzing county-level crime rates to understand how population density and urbanization impact crime trends.
• Temporal Analysis – Identifying seasonal crime patterns to assist in resource allocation and crime prevention strategies.
• Policy Recommendations – Using data insights to propose interventions aimed at reducing crime and improving community safety.
• Machine Learning Applications – Developing predictive models for crime forecasting and classification.

Ideal For

• Beginners and intermediate analysts looking to apply data cleaning, visualization, and storytelling skills.
• Machine learning enthusiasts interested in crime prediction models.
• Policymakers, law enforcement agencies, and public safety organizations seeking data-driven insights for decision-making.

Dataset Origin

This dataset was curated from publicly available Indiana crime records and compiled for educational and analytical purposes. All personally identifiable information has been anonymized to ensure privacy.

Licensing and Restrictions

This dataset is open for non-commercial projects. Attribution to the original source is appreciated when sharing findings or insights.

In 2023, the District of Columbia had the highest reported violent crime rate in the United States, with 1,150.9 violent crimes per 100,000 of the population. Maine had the lowest reported violent crime rate, with 102.5 offenses per 100,000 of the population. Life in the District The District of Columbia has seen a fluctuating population over the past few decades. Its population decreased throughout the 1990s, when its crime rate was at its peak, but has been steadily recovering since then. While unemployment in the District has also been falling, it still has had a high poverty rate in recent years. The gentrification of certain areas within Washington, D.C. over the past few years has made the contrast between rich and poor even greater and is also pushing crime out into the Maryland and Virginia suburbs around the District. Law enforcement in the U.S. Crime in the U.S. is trending downwards compared to years past, despite Americans feeling that crime is a problem in their country. In addition, the number of full-time law enforcement officers in the U.S. has increased recently, who, in keeping with the lower rate of crime, have also made fewer arrests than in years past.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Indianapolis Police Department (City) in Indiana, including incidents, statistics, demographics, and detailed incident information.

NOTE: If the data set is empty, the data is not processed and published, yet. Please see UCR data from previous years. The Uniform Crime Report is a program administered by the federal government in which crime statistics from across the country are reported to the FBI in a uniform manner based on crime definitions determined by the FBI. UCR Part 1 crime groups are murder, rape, robbery, aggravated assault, burglary, larceny, and vehicle theft. Additional information regarding the downloadable files is available in .pdf format.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for University of Indianapolis Police Department (University or College) in Indiana, including incidents, statistics, demographics, and detailed incident information.

The Uniform Crime Report is a program administered by the federal government in which crime statistics from across the country are reported to the FBI in a uniform manner based on crime definitions determined by the FBI. UCR Part 1 crime groups are murder, rape, robbery, aggravated assault, burglary, larceny, and vehicle theft. Additional information regarding the downloadable files is available in .pdf format.

Combined Violent and Property Crime Offenses Known to Law Enforcement in Indiana County, PA was 0.00000 Known Incidents in January of 2018, according to the United States Federal Reserve. Historically, Combined Violent and Property Crime Offenses Known to Law Enforcement in Indiana County, PA reached a record high of 2.00000 in January of 2014 and a record low of 0.00000 in January of 2012. Trading Economics provides the current actual value, an historical data chart and related indicators for Combined Violent and Property Crime Offenses Known to Law Enforcement in Indiana County, PA - last updated from the United States Federal Reserve on November of 2025.

Comprehensive demographic dataset for Irving Ridge, Indianapolis, IN, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Indianapolis-Carmel-Greenwood, IN Metropolitan Statistical Area (MSA), including incidents, statistics, demographics, and agency information across multiple jurisdictions.

Financial overview and grant giving statistics of Crime Stoppers of Central Indiana Inc.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Indiana State Police (State Police) in Indiana, including incidents, statistics, demographics, and detailed incident information.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Indiana County, Pennsylvania, including incidents, statistics, demographics, and agency information.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Indiana University: Southeast (University or College) in Indiana, including incidents, statistics, demographics, and detailed incident information.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Indiana Office of Inspector General (Other State Agency) in Indiana, including incidents, statistics, demographics, and detailed incident information.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Indiana State Excise Police (Other State Agency) in Indiana, including incidents, statistics, demographics, and detailed incident information.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Indiana Harbor Belt Railroad (Other) in Indiana, including incidents, statistics, demographics, and detailed incident information.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for White County, Indiana, including incidents, statistics, demographics, and agency information.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for State Police, Lowell (State Police) in Indiana, including incidents, statistics, demographics, and detailed incident information.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Beech Grove Police Department (City) in Indiana, including incidents, statistics, demographics, and detailed incident information.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Howard County, Indiana, including incidents, statistics, demographics, and agency information.