The violent crime rate in Pennsylvania increased by **** percent from 2019 to 2020. Nevertheless, average violent crime rate in the United States in 2020 only increased by *** percent from the previous year.

Pennsylvania, Devon full crime rankings and individual crime statistics updated monthly. See how safe Pennsylvania, Devon is as well as all recent crimes.

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Pike County, PA (DISCONTINUED) (FBITC042103) from 2005 to 2018 about Pike County, PA; crime; violent crime; property crime; New York; PA; and USA.

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Monroe County, PA (DISCONTINUED) (FBITC042089) from 2012 to 2019 about Monroe County, PA; crime; violent crime; property crime; PA; and USA.

This study used crime count data from the Pittsburgh, Pennsylvania, Bureau of Police offense reports and 911 computer-aided dispatch (CAD) calls to determine the best univariate forecast method for crime and to evaluate the value of leading indicator crime forecast models. The researchers used the rolling-horizon experimental design, a design that maximizes the number of forecasts for a given time series at different times and under different conditions. Under this design, several forecast models are used to make alternative forecasts in parallel. For each forecast model included in an experiment, the researchers estimated models on training data, forecasted one month ahead to new data not previously seen by the model, and calculated and saved the forecast error. Then they added the observed value of the previously forecasted data point to the next month's training data, dropped the oldest historical data point, and forecasted the following month's data point. This process continued over a number of months. A total of 15 statistical datasets and 3 geographic information systems (GIS) shapefiles resulted from this study. The statistical datasets consist of Univariate Forecast Data by Police Precinct (Dataset 1) with 3,240 cases Output Data from the Univariate Forecasting Program: Sectors and Forecast Errors (Dataset 2) with 17,892 cases Multivariate, Leading Indicator Forecast Data by Grid Cell (Dataset 3) with 5,940 cases Output Data from the 911 Drug Calls Forecast Program (Dataset 4) with 5,112 cases Output Data from the Part One Property Crimes Forecast Program (Dataset 5) with 5,112 cases Output Data from the Part One Violent Crimes Forecast Program (Dataset 6) with 5,112 cases Input Data for the Regression Forecast Program for 911 Drug Calls (Dataset 7) with 10,011 cases Input Data for the Regression Forecast Program for Part One Property Crimes (Dataset 8) with 10,011 cases Input Data for the Regression Forecast Program for Part One Violent Crimes (Dataset 9) with 10,011 cases Output Data from Regression Forecast Program for 911 Drug Calls: Estimated Coefficients for Leading Indicator Models (Dataset 10) with 36 cases Output Data from Regression Forecast Program for Part One Property Crimes: Estimated Coefficients for Leading Indicator Models (Dataset 11) with 36 cases Output Data from Regression Forecast Program for Part One Violent Crimes: Estimated Coefficients for Leading Indicator Models (Dataset 12) with 36 cases Output Data from Regression Forecast Program for 911 Drug Calls: Forecast Errors (Dataset 13) with 4,936 cases Output Data from Regression Forecast Program for Part One Property Crimes: Forecast Errors (Dataset 14) with 4,936 cases Output Data from Regression Forecast Program for Part One Violent Crimes: Forecast Errors (Dataset 15) with 4,936 cases. The GIS Shapefiles (Dataset 16) are provided with the study in a single zip file: Included are polygon data for the 4,000 foot, square, uniform grid system used for much of the Pittsburgh crime data (grid400); polygon data for the 6 police precincts, alternatively called districts or zones, of Pittsburgh(policedist); and polygon data for the 3 major rivers in Pittsburgh the Allegheny, Monongahela, and Ohio (rivers).

This study was designed to develop crime forecasting as an application area for police in support of tactical deployment of resources. Data on crime offense reports and computer aided dispatch (CAD) drug calls and shots fired calls were collected from the Pittsburgh, Pennsylvania Bureau of Police for the years 1990 through 2001. Data on crime offense reports were collected from the Rochester, New York Police Department from January 1991 through December 2001. The Rochester CAD drug calls and shots fired calls were collected from January 1993 through May 2001. A total of 1,643,828 records (769,293 crime offense and 874,535 CAD) were collected from Pittsburgh, while 538,893 records (530,050 crime offense and 8,843 CAD) were collected from Rochester. ArcView 3.3 and GDT Dynamap 2000 Street centerline maps were used to address match the data, with some of the Pittsburgh data being cleaned to fix obvious errors and increase address match percentages. A SAS program was used to eliminate duplicate CAD calls based on time and location of the calls. For the 1990 through 1999 Pittsburgh crime offense data, the address match rate was 91 percent. The match rate for the 2000 through 2001 Pittsburgh crime offense data was 72 percent. The Pittsburgh CAD data address match rate for 1990 through 1999 was 85 percent, while for 2000 through 2001 the match rate was 100 percent because the new CAD system supplied incident coordinates. The address match rates for the Rochester crime offenses data was 96 percent, and 95 percent for the CAD data. Spatial overlay in ArcView was used to add geographic area identifiers for each data point: precinct, car beat, car beat plus, and 1990 Census tract. The crimes included for both Pittsburgh and Rochester were aggravated assault, arson, burglary, criminal mischief, misconduct, family violence, gambling, larceny, liquor law violations, motor vehicle theft, murder/manslaughter, prostitution, public drunkenness, rape, robbery, simple assaults, trespassing, vandalism, weapons, CAD drugs, and CAD shots fired.

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Montgomery County, PA (DISCONTINUED) (FBITC042091) from 2007 to 2019 about Montgomery County, PA; crime; violent crime; property crime; Philadelphia; PA; and USA.

Cheltenham PA, Crime Data

Cheltenham is a home rule township bordering North Philadelphia in Montgomery County. It has a population of about 37,000 people. You can find out more about Cheltenham on wikipedia.

Cheltenham's Facebook Groups. contains postings on crime and other events in the community.

Getting Started

Reading Data is a simple python script for getting started.

If you prefer to use R, there is an example Kernel here.

Proximity to Philadelphia

This township borders on Philadelphia, which may or may not influence crime in the community. For Philadelphia crime patterns, see the Philadelphia Crime Dataset.

Reference

Data was obtained from socrata.com

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

This study assessed the implementation and impact of the One Vision One Life (OVOL) violence-prevention strategy in Pittsburgh, Pennsylvania. In 2003, the rise in violence in Pittsburgh prompted community leaders to form the Allegheny County Violence Prevention Imitative, which became the OVOL program. The OVOL program sought to prevent violence using a problem-solving, data-driven model to inform how community organizations and outreach teams respond to homicide incidents. The research team examined the impact of the OVOL program on violence using a quasi-experimental design to compare violence trends in the program's target areas before and after implementation to (1) trends in Pittsburgh neighborhoods where One Vision was not implemented, and (2) trends in specific nontarget neighborhoods whose violence and neighborhood dynamics One Vision staff contended were most similar to those of target neighborhoods. The Pittsburgh Bureau of Police provided the violent-crime data, which the research team aggregated into monthly counts. The Pittsburgh Department of City Planning provided neighborhood characteristics data, which were extracted from the 2000 Census. Monthly data were collected on 90 neighborhoods in Pittsburgh, Pennsylvania from 1996 to 2007, resulting in 12,960 neighborhood-by-month observations.

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

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

Combined Violent and Property Crime Offenses Known to Law Enforcement in Pike 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 Pike County, PA reached a record high of 1.00000 in January of 2011 and a record low of 0.00000 in January of 2006. 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 Pike County, PA - last updated from the United States Federal Reserve on November of 2025.

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Union County, PA (DISCONTINUED) (FBITC042119) from 2005 to 2018 about Union County, PA; crime; violent crime; property crime; PA; and USA.

Combined Violent and Property Crime Offenses Known to Law Enforcement in Erie County, PA was 6.00000 Known Incidents in January of 2019, according to the United States Federal Reserve. Historically, Combined Violent and Property Crime Offenses Known to Law Enforcement in Erie County, PA reached a record high of 12.00000 in January of 2018 and a record low of 1.00000 in January of 2015. 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 Erie County, PA - last updated from the United States Federal Reserve on November of 2025.

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Schuylkill County, PA (DISCONTINUED) (FBITC042107) from 2011 to 2018 about Schuylkill County, PA; crime; violent crime; property crime; PA; and USA.

Combined Violent and Property Crime Offenses Known to Law Enforcement in Mercer County, PA was 2.00000 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 Mercer County, PA reached a record high of 5.00000 in January of 2016 and a record low of 0.00000 in January of 2011. 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 Mercer County, PA - last updated from the United States Federal Reserve on December of 2025.

Combined Violent and Property Crime Offenses Known to Law Enforcement in Cumberland 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 Cumberland County, PA reached a record high of 1.00000 in January of 2005 and a record low of 0.00000 in January of 2006. 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 Cumberland County, PA - last updated from the United States Federal Reserve on November of 2025.

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

Combined Violent and Property Crime Offenses Known to Law Enforcement in Bradford 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 Bradford County, PA reached a record high of 1.00000 in January of 2007 and a record low of 0.00000 in January of 2006. 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 Bradford County, PA - last updated from the United States Federal Reserve on November of 2025.