Additional Note: Apparel and accessories includes clothing, footwear, and accessories. Figures for all years are converted using the rate of US$1=0.991572.
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.