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Preprint . 2026
License: CC BY NC ND
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY NC ND
Data sources: Datacite
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Crime in Trinidad and Tobago: A Data-Driven Statistical Analysis

Authors: Davis, Andre; Koch, Fernando;

Crime in Trinidad and Tobago: A Data-Driven Statistical Analysis

Abstract

We investigate trends in crime in Trinidad and Tobago using a data-driven approachto understand temporal trends and socioeconomic drivers of major offenses such asmurder, robbery, and larceny. The analysis integrated official police crime records,national census data, and employed time-series visualization, regression modeling,and normalization techniques to uncover patterns and insights related to fluctuationsin crime rates and their correlation with social vulnerability factors. Results indicatedthat temporal trends, population-normalized rates, and predictive policing forecastscontributed to a clearer understanding of how socioeconomics and public safety shapednational crime dynamics. This research demonstrated how data science methods cansupport evidence-based reasoning in the study of criminology.

Keywords

Predictive-Policing, Trinidad and Tobago, Statistical Modeling, Crime Pattern Analysis, Data-Driven Criminology, Temporal Crime Trends

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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