I can't even begin to read that graph. "Indexed revenue" instead of number of units sold? "n=16,754 online shoppers" but the article says "panel of 4.4 million

I can't even begin to read that graph. "Indexed revenue" instead of number of units sold? "n=16,754 online shoppers" but the article says "panel of 4.4 million online shoppers"?