Just two days before the biggest shopping weekend of the year, Puerto Rico Trade predicted Tuesday that retail sales will increase by 3.3 percent during the Christmas season, if the pattern in local consumer purchases maintains the same growth rate registered in the period ended in September 2011, which was $2.9 million.