The following are reflective questions posed that pertain to data ideology / data service standards.

Has the data collection method been validated?

Has source data been collected from acceptable sources?

Does the data representation need to be manipulated by other users?

Will the data representation need to be stored? In which format(s)? For approximately how long?

Who will have future access to the data representation?

Are the perceptions of a data representation aligned with the needs of those who work with those representations?

Are the data service needs of those who work with those representations continually met?

What compliance protocols need to be adhered to when choosing a data representation tool?