Walter F. Lineberger holds an educational background from the Agricultural and Mechanical College of Texas and Rensselaer Polytechnic Institute, Troy, New York. He began his career in California, working as a farmer and banker, and later became president of the Guarantee Bond & Mortgage Co., Inc. Lineberger served in the United States Army during World War I, earning the Croix de guerre. He transitioned to a congressional career, serving in the House of Representatives for two terms, and later pursued business ventures in oil securities.

Walter F. Lineberger's political journey reveals an intriguing blend of diverse experiences, from farming and banking to military service and engineering. His military accolades and cross-sector career hint at a strategic, multifaceted approach to governance. Despite lacking explicit policy details, his background suggests a potential for pragmatic yet principled decision-making. Lineberger's career choices and electoral successes indicate a capacity to navigate and unite disparate interests, raising questions about the underlying rationale for his policy stances.