News stories about government finances are common, but readers often find it challenging to place the numbers in perspective. Spending Stories will contextualize such news pieces by tying them to the data on which they are based. For example, a story on City Hall spending could be annotated with details on budget trends and related stories from other news outlets. The effort will be driven by a combination of machine-automated analysis and verification by users interested in public spending.