This week, I dove into the data documentation for the NBA shooting analytics dataset to have better clarity on the data being presented.

Analyzing three point attempt samples analyzing the significance of outliers.

This is my submission for the week3datadive where I analyze shooting efficiencies grouped by position, teams, and age. I also analyze team roster construction by analyzing the combinations of teams and positions to understand how teams are building their rosters to maximize offensive success.

The analysis done is comparing NBA shooting statistics and distance, specifically how the different types of shots attempted by players and team impacts efficiency and if there is a difference in efficiency by distance among positions.