Challenge: Wrangle the data

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Categorization and reference data
Need to put your data on a map but it doesn't contain Latitude and Longitude values? Read on!
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Choosing an audience and classifying your data
Sometimes you will need to classify your financial data, for example, to reflect services that people care about or to conform to internationally recognised standards.
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What is the difference between budgets and spending?
Before we begin working with the data, let's take a closer look at the difference between budgets and spending data - what questions is it possible to answer with this data?
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Cleaning spending data
A quick introduction to why spending data often needs cleaning, following into a recipe for cleaning spending data with Open Refine.
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Working with Budgets and Spending Data