This project was a valuable introduction to the data analytics field, particularly in conducting audits. While the experience was highly educational, the project's timeline was extended due to communication inconsistencies and challenges in accessing the complete data set required for the project's full scope. Despite these logistical hurdles, the hands-on work was a positive and insightful real-world learning opportunity.