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What is a cross table query?

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A cross tab query is a transformation of rows of data to columns. It usually involves aggregation of data e.g. totals broken down by months, products etc., where the months are represented by columns. It's very hard to visualize without an example, so we will provide one below.

Lets say you have a table of transactions that looks like this
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