Exploring relationships between statistical variables with implementation in Python and R: A practical guide for basic statistics courses
Manuel Arturo Nova Martínez, Carlos Ignacio Torres Londoño, Yerson Ferney Porras García · 2024
This document presents the elementary theory for conducting an initial exploratory analysis of a data set using descriptive measures and statistical diagrams, focusing on demonstrating how valuable information about the phenomenon of interest can be extracted through these tools. It includes a comparative analysis of the behavior of certain socioeconomic variables among a sample of professional individuals from the Meta department in Colombia, with implementations in both the R software and the Python language. Based on these concepts and methods, a guided project is developed.