Trend analysis in the retail space involves looking at historical data across various time frames to track upward and downward trends and use those inputs to identify patterns. Typically this is done using collected by a POS system. A data-driven trends analysis allows retailers to find opportunities to invest in and places to pull back, allowing them to make .