It is the budget holder, controlling the activity on its own account. Concessional finance to or through these entities were not included in this analysis as it would be difficult to determine the “STI-proportion” of the total finance received by these entities. The most prominent keywords used in the description of the activities identified in stages 1 and 2 were identified using Natural Language Processing algorithms. Common English words such as “the”, “is”, and “are” were removed from the analysis.