A time-limited, multifaceted demand theme in which front-loaded purchases ahead of a consumption tax rate increase and demand for disaster recovery and disaster preparedness supplies following a major typhoon simultaneously boost home improvement retail sales. It covers distinct external events and transmission channels: tax-driven advance purchases and post-typhoon recovery demand.