Collocations for manipulation - noun

careful, clever, skilful/skillful
cynical, deliberate
direct
political
People think that the investigation was independent, but in fact a lot of political manipulation went on.

statistical
emotional, mental (esp. AmE), psychological
genetic
digital, electronic
data, image
manual, physical

use

by manipulation
The government has disguised the true situation by clever manipulation of the figures.