This repository contains data extracted from the source Kaggle - NBA/ABA/BAA Stats, which is being utilized to perform an in-depth analysis of the sport's evolution in the basketball league. Dataset loaded according to an entity-relationship model into a PostgreSQL database.
The primary aim of this project is to study and analyze the evolution of the sport in the NBA over time, exploring various aspects such as:
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Offensive Surge: We will evaluate how the points per game have changed across seasons. Has there been a surge in offense? Is there any relation to other factors?
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Impact of 3-Point Shooting: We will investigate the relationship between the increase in 3-point attempts and their effectiveness with the game's evolution and the total score per game.
The data used in this analysis has been obtained from Kaggle - NBA/ABA/BAA Stats. This dataset provides detailed information on historical statistics from NBA, ABA, and BAA.
In the data analysis, we will employ data science tools such as Python, Pandas, Matplotlib, and potentially other relevant libraries to visualize and gain better insights into the evolution of the sport in the NBA over the years.