The dataset offers a thorough examination of loan activities in Barbour County, Alabama, for the year 2022. Across its 99 columns, it encapsulates a wide range of data, including legal entity identifiers, loan types, property categories, and borrower demographics. This dataset focuses on various loan aspects, such as Metropolitan Statistical Area codes, county and census tract information, loan conformity status, and dwelling types, mainly single-family units. It also sheds light on the ethnic composition of borrowers. Despite its comprehensive nature, the dataset does exhibit mixed data types and potential missing values, necessitating careful data processing for in-depth analysis. This rich dataset is instrumental for stakeholders to understand the nuances of the loan market in Anderson County, reflecting local lending trends and borrower profiles.