HDF adopters in finance have very large datasets, very fast access requirements, or very complex datasets. They turn to HDF because it allows them to easily share data across a wide variety of computational platforms using applications written in different programming languages. Some use HDF to take advantage of the many open-source and commercial tools that understand HDF.