Question: Totals aren't enough. Here are the row and column totals for a twoway table with two rows and two columns:
Find two different sets of counts a, b, c, and d for the body of the table that give these same totals. This shows that the relationship between two variables cannot be obtained from the two individual distributions of the variables.