[SAMPLE] GapMaps Crime Risk Location Data (AGS) | USA and Canada| 5 year projections | Census ...

GapMaps provides Crime Risk Location data sourced from Applied Geographic Solutions (AGS) which has been used by thousands of companies for over 20 years, providing valuable comparative information on the spatial patterns of crime.

Crime Risk Location Data includes crime risk indexes and projections on detailed crime types like murder and motor vehicle theft, and summary indexes of crimes against persons, crimes against property and overall crime risk. Crime Risk Location Data is available at the highly detailed census block level to capture the different risk levels across business and residential places. It is derived from an extensive analysis of several years of crime reports from the vast majority of law enforcement jurisdictions nationwide.

The crimes included in the Crime Risk Location Data database are the “Part 1” crimes and include murder, rape, robbery, assault, burglary, theft, and motor vehicle theft. These categories are the primary reporting categories used by the FBI in its Uniform Crime Report (UCR), with the exception of Arson, for which data is very inconsistently reported at the jurisdictional level. In accordance with the reporting procedures using in the UCR reports, aggregate indexes have been prepared for personal and property crimes separately, as well as a total index. While this provides a useful measure of the relative “overall” crime rate in an area, it must be recognized that these are unweighted indexes, in that a murder is weighted no more heavily than a purse snatching in the computation. For this reason, caution is advised when using any of the aggregate index values. In 2020, 5-Year Projections were added to the database.

Use cases:
1. Insurance underwriting and risk mitigation.
2. Evaluating the security measures needed to protect employees and customers at retail facilities.
3. The study of the effects of neighborhood crime on wellness and health care outcomes.

Methodology:
Crime is tracked for multiple years using both FBI aggregate crime reports and for many parts of the country at the individual incident level. A complex set of statistical models are used to estimate and forecast risk of each individual crime type by using land use data in conjunction with demographic and business characteristics.

For more information visit www.appliedgeographic.com

搜集汇总

背景与挑战

背景概述

该数据集由GapMaps提供，基于Applied Geographic Solutions的犯罪风险位置数据，覆盖美国和加拿大，提供人口普查区块级别的详细犯罪风险指数、类型（如谋杀和车辆盗窃）以及5年预测。它通过分析多年犯罪报告，利用统计模型结合土地利用和人口统计特征来估计风险，适用于保险、安全评估和健康研究等领域。