Source: eMarketer, December 2022 - May 2023
Note: excludes travel and event tickets, payments such as bill pay, taxes, or money transfers, restaurant sales, food services and drinking place sales, gambling and other vice goods sales
Additional Note: Toys and hobby includes sporting goods. 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.