Un caso de big data punta a punta: an\'alisis de datos de transporte y su uso en el negocio

TL;DR

This paper details a comprehensive end-to-end big data analysis project for a public-transport company, covering data collection, analysis, visualization, and integration into business processes over three years.

Contribution

It presents a complete methodology for analyzing transportation data and applying insights directly to business operations, demonstrating practical implementation.

Findings

Effective data visualization techniques used

Insights gained improved operational decision-making

Successful integration of analysis into business processes

Abstract

In this article we present the results of a data analysis project for a public-transport company. This project encompassed data preparation, analysis and visualization of three years of historical data. The data consisted in ticket purchases and GPS location of the vehicles. This work describes the project from start to end, including the incorporation of the results in the business process.