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Pentaho: How to dynamically modify rows?

Here’s the situation I’m facing:
I have a table with population counts over the last 25 years aprox. of different towns and cities. I also have a table with additional data about most of each of those cities, so I performed a left outer join (with population counts as the left table and extra data as the right table) to append the extra data to all of the rows of the left table.