A data analyst is creating a new dataset that involves bringing together the following datasets: Which of the following would be the output if the data analyst does a FULL JOIN?

This option would represent an incomplete dataset compared to a full join, as it does not show all rows from both tables, including those without a match in the other table.

This option would represent an incomplete dataset compared to a full join, as it does not show all rows from both tables, including those without a match in the other table.

This option would represent an incomplete dataset compared to a full join, as it does not show all rows from both tables, including those without a match in the other table.

A FULL JOIN, also known as a FULL OUTER JOIN, returns all rows from both the left and right tables, including matched rows and all unmatched rows from either table, filling in NULLs for the columns where there is no corresponding data. The selected option represents a consolidated dataset that accounts for all records from both sources, aligning with the nature of a full join where matched and unmatched rows from both sides are included.