论文标题
菲律宾邦板牙的消防和犯罪事件数据集
Datasets of Fire and Crime Incidents in Pampanga, Philippines
论文作者
论文摘要
请求消防和犯罪事件数据集，并从两个菲律宾地区机构（即消防局和菲律宾国家警察局）收集。这些数据集用于最初分析和绘制邦板牙省内的火灾和犯罪事件，以进行特定的时间范围。实施了几个数据准备，归一化和数据清洁步骤，以正确映射和识别数据集中的模式。最初的结果还表明，火灾和犯罪的主要原因是垃圾，对财产的作用。大火主要发生在该省的旱季。在12月，犯罪尤其高，大多数火灾和犯罪事件发生在人们最活跃的时候。该数据集能够介绍潘ampanga省发生的火灾和犯罪事件的时间特征。将现有数据集与来自其他相关机构的其他数据集合并，以获得更大的了解并产生更客观的结果，这些结果可用于决策。
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.
