Financial and Individual Future Expense Prediction Based on Frequent Patterns Using Micro Services

Consumers have a wealth of offerings and productive alternatives to choose from in today's world. As a result, people's prices have skyrocketed in contrast to a decade before, and the cost of living continues to rise every day. Therefore, to lead a fantastic lifestyle with the correct price range set up, it will become necessary to keep a close eye on costs. Users can track their prices in terms of bar graphs, pie charts, and summaries on a day-to-day or weekly, or even monthly/ yearly basis with this software. The given utility is both net and cellular, a complete specified expense tracker device with a view to no longer only help users maintain a take a look at their fees, but additionally cut down the unrequited fees, and as a result, will help offer a responsible way of life. An evaluation comparing the current price tracker and the existing tracker applications was established. The mobile application was created to help users keep track of their expenses and decide whether they are spending within their budget. While the expense was created, potential users needed to enter the desired information, including the price amount, service provider, category, and date. Optional records, such as sub-classes and additional rate remarks, can also be entered. A monitoring software program with the one being added is provided. Penny, the Expense Tracker.