Python, pandas, numpy, plotly, Dash, HTML, Jupyter Notebook,Deep learning, Facebook Prophet

The term Personal Finance refers to how you manage your money and plan for your future. All of your financial decisions and activities have an effect on your financial health. In this times of Consumerism and materialistic Obsession, it is hard to track all our expenses and due to this we end up spending more money than we thought of. Money comes in, money goes out. For many people this is about as deep as their understanding gets when it comes to personal finances. After the invention of credit cards in late 1950's and interest rates getting record low, people all around the globe were more likely to take debt to fulfil their personal requirements. By the late 1990, credit cards accounted for $444 billion of debt. About 17 percent of disposable income was spent making installment payments on credit card balances.Indeed, the use of credit cards allows people with limited incomes to convince others that they are in the group of winners.

First of all we wrote a code in python file named 'input.py' to take the input from the user in the format (Sr No.,Date,Amount,Description,Category) and store all the records in the file named 'MoneyManager.csv'. Then we wrote a program in the file 'Money-manager.py' to read the input from the csv file and then we did some feature extraction on the data(like removing,merging some data, etc). Then we converted the dated in to the format MM-YYYY using pd.to_datetime() function. And then we made the first graph i.e.
1. the 'Net worth chart' using plotly.graph_objects where the x-axis is date and y-axis is Amount.

The financial literacy is very low in the world. Very few people track their expenses and in turn they always spend way more than they need. Thus By using our App, the person can continuously track their monthly expenses, where they spent most of their money, etc. which would help the user to cut down their unneccessary expenses.