Our research explores alternative approaches for assigning sectors to the S&P 500 using stock price covariance and natural language processing.

Unique data spanning 50 years’ of monthly black market rates reveals insights ranging from the extent of the Soviet Union’s dependence on the shadow economy to the consequences of Colombia opening its “sinister window”.