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Spending Data Handbook


There are a variety of resources that you can use to accomplish some of the technical tasks described in the book. Some are geared towards users who are already experienced in a programming language, and some can be used by those with no experience. Most are helpful with analyzing and visualizing data.

For analysis and research

For visualisation and cleaning 

Free and Open Source:


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