1. Ryan MacDowell Marko Popović

2.  Currently it takes too much time and effort to understand how, where, and when people spend their money  Create a web application that can be used by both the bank and customers in order to better understand spending  A web based application is accessible by mobile devices such as the iphone  Provide a tool that can be a financial assistant to customers  Provide easy fraud detection by through displaying transactions by location

3.  Load a set of transaction data into Google Maps and display them by location using markers  Provide an animation utility that displays each transaction based on their location, how large the transaction, the type of transaction and the order in which the transactions occurred  Demo Demo

4.  Dealing with the limitations of the Google Maps and Google Earth API  Providing the functionality in a website

5.  Provide functionality for the bank to view multiple users at once, compare them and show aggregate spending  Categorize transactions and display them as different colors  Automate matching store locations to their address for geocoding