In analyzing big data, there is a shift from focusing largely on aggregates or averages to focusing, in addition, on outliers, because outliers oftentimes reveal (predict) critical innovations, trends, disruptions, and revolutions on the horizon. Explain and discuss this statement. Additionally, what are some limitations of financial ratio analysis?