Aggregate Financials (sum, last...) to Q end, HY end (Jun/Dec or Mar/Sep), and Y end (Mar/Jun/Sep/Dec).

Aggregate Time Series to M end, Q end, HY end (Jun/Dec or Mar/Sep), and Y end (Mar/Jun/Sep/Dec).

Evaluate summary statistics (average, std, min, range, skew, kurtosis...) for series.

Evaluate Pareto (sum, average, count...) at specific thresholds (70%, 80%...) for series.

Evaluate the correlation between series.

Find the distribution that best fits a series.

Extract seasonality and trend from a series.