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Venkat explains how different types of joins (inner join, left join, right join, full join, cross join) can return the same row count. Two tables, TableA and TableB, with one column each are used in the example. Joining ColumnA in TableA with ColumnB in TableB results in six rows, regardless of the type of join used. This peculiar outcome is demonstrated through a prepared create script.