Informe de homicidios en la ciudad de Guayaquil, basado en patrones geoespaciales mediante análisis topológico durante 2023 y 2024.

Abstract

CONDITION FOR PUBLICATION OF PROJECT. The proliferation of killings and other domestic security issues have continuously shocked the country in recent years up to the point setting up study lines which help this phenomena’s understanding have become imperative. This work’s main goal is to design an analytic framework based in Topological Data Analysis (TDA) which pinpoints persistent patterns in Guayaquil’s criminal data in order to improve public security’s decision making. This framework was applied to data extracted from National Government’s database through an initial refinement, a sampling and an election of the characteristics to study. The TDA algorithm was initialized with such data and its results include persistence diagram and barcode diagrams with which some traces of certain topological structures of the dataset were obtained. Keywords: Killings, Topological Data Analysis, Homologic Persistence, Topological properties.