the data shows the above result
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I prefer to think that "data" is colloquially used as shorthand for "dataset". Overruled.
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not sure what the technically correct usage is, but I think I use "data show" if the data is "discrete" and "data shows" in the continuous limit The data show that of the 200 mouse subjects, ... The last 5 years of LHC data shows that...
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In the second example, the subject is "years", not "data".
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Either will do. Data is now a word in English. Ignore stuff about Latin. People use data as singular (the data set) or plural. Both common usage.
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These data show
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