  This paper proposes a new trapezoidal ordered fuzzy number representation of
windowed time series based on the idea of a Japanese candlestick to those
previously proposed in the literature. We define and illustrate several
descriptive statistics based on the information contained in the ordered fuzzy
numbers. We utilize financial trading data from three automotive companies as a
case study. Further expansion can be applied to any other forms of time series
data to offer further insight into many other data driven situations.
