Siem Jan Koopman, Rutger Lit, André Lucas and Anne Opschoor, "Dynamic 
Discrete Copula Models for High Frequency Stock Price Changes",
Journal of Applied Econometrics, Vol. 33, No. 7, 2018, pp. 966-985.

The document "koopman-howto.pdf" explains how the authors obtained and 
prepared the data.