Time series (or trend) analysis is analysis in which dollar changes and percentage changes in a company's financial statement lines are compared over several years. all items are presented as a percentage of one selected item on a financial statement. a statistic is calculated for the relationship between two items on a single financial statement or for two items on different financial statements. Oratio increases and decreases are presented for the past two accounting periods