In what context are you referring?
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Collection of data is one of the most important aspects of research. This can be done through surveys, observation, questionnaires and so much more.
observation
There is no specific collective noun for date, in which case a collective noun which suits the context is used. Some suggestions for collective nouns for data; a collection of data, a file of data, a bank of data, etc.
structure is a collection of dissimilar datatypes whereas array is collection of similar datatypes.....
The collection of data and statistical analysis are time-consuming