Schema tables for massive data

hi, I have site that provides some items for sell and price can change frequently, I need to create graph for price changes for last 24 hours, for each day in a week, for each month , for year and for all time.

What you can recommend - how much hypertables I need to create? And how much continuous aggregation? I need to minimize storage space and provide good speed.