The badge earner has learned to make informed decisions in data collection, identifying bias, and maintaining data integrity. Additionally, they have acquired proficiency in using tools such as spreadsheets and SQL for data extraction, cleaning, organization, and analysis. They can apply advanced techniques, including data formatting, aggregation, and complex calculations, while ensuring data security and adhering to ethical standards.