Financial Data Scientist
Bachelor's Degree in Finance.
Programming projects in Finance fields such as Financial Modelling, Stock Prediction, Portfolio Optimization, Valuation, Forecasting Time-series, etc.
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Project
The aim of this project is develop a 3-statement model completely inputting historical data and assumptions to project out financial statements from APPLE INC. using Python and Google Sheets.
Advantages of using Python & GS:
- There’s no need to input historical data mannually. This code uses Scrapy and BS4 to read 10-K Financial Statements from SEC
- Spreadsheet cells are linked. This model is robust, so any change in key variables will modify the output
- Iterative Calcultaion. With GS, static dataframes from Pandas will never be a problem again
- There are unique variables (named ranges): Calculation in cells shows the name of the variables, so it’s really easy to follow the financial modelling
Google Spreadsheet
Click Here to see spreadsheet
Connecting to Google Sheets

Contents of the project

Automatic generation of Ranges

Selecting Named Ranges




Balance Check
