Grammatical Number – Amount of Data vs. Number of Data

data-is-aregrammatical-number

The question of whether "data" is plural or not has been asked many times, and won't be repeated here. For this question, take data as a plural noun or mass noun.

Is data a countable noun? Do I have a large number of data, or a large amount of data? If I'm experiencing information overload, do I need fewer data or less data?

Best Answer

The Ngram chart for "amount of data" (blue line) versus "number of data" (red line) shows a fairly healthy number of matches for both phrases:

But appearances in this case are deceiving. A look at the Google Books matches underlying the line graphs reveals that most instances of "amount of data" use it as a set phrase, whereas the vast majority of instances of "number of data" involve instances where the search has lopped off the noun or noun phrase at the end of a longer expression: "number of data cases"; "number of data samples"; "number of data points"; "number of data objects"; "number of data mining programs"; "number of data replicas"; "number of data values"; etc.

In fact, the overwhelming preference in English is for "amount of data" (with data treated as a mass noun) over "number of data" (with data treated as a countable noun).