In your example, the verb "look" should be singular because the subject
of the sentence is "distribution", which is singular.

Scott Tidyman wrote:

The grammar checker makes suggestions as though "data" is a singular word.
Though it is often incorrectly used in the singular, it's actually plural.
Type the follwing sentence in Word for an example.

The distribution of the data look like this: