Datasets of Fire and Crime Incidents in Pampanga, Philippines

TL;DR

This paper presents datasets of fire and crime incidents in Pampanga, Philippines, analyzing their patterns and temporal characteristics to aid decision-making and future research.

Contribution

It provides curated, cleaned datasets of fire and crime incidents in Pampanga, with initial analysis of patterns and temporal trends.

Findings

Fires mostly occur during the dry season.

Crime rates peak in December.

Incidents are highest when people are most active.

Abstract

The fire and crime incident datasets were requested and collected from two Philippine regional agencies (i.e., the Bureau of Fire Protection and the Philippine National Police). The datasets were used to initially analyze and map both fire and crime incidents within the province of Pampanga for a specific time frame. Several data preparation, normalization, and data cleaning steps were implemented to properly map and identify patterns within the datasets. The initial results also indicate the leading causes of fire and crimes are rubbish and acts against property. Fires mostly occur during the dry season in the province. Crime is particularly high during December, and most of the fire and crime incidents occur during the time when people are most active. The dataset was able to present the temporal characteristics of the fire and crime incidents that occurred in the province of Pampanga. Merge the existing dataset with the other datasets from other related agencies to get a bigger picture and produce more objective results that could be used for decision-making.