Additional Note: Home improvement & garden includes building materials, flooring, paint, hardware, fixtures, lighting, and lawn and gardening equipment; it excludes items related to home decor (e.g., furniture, area rugs, drapery.
Methodology: Estimates are based on the analysis of data from other research firms and government agencies, historical trends, reported and estimated revenues of major online retailers, consumer online buying trends, and macro-level economic conditions.