The goal of this FinTech project is to understand the financial health of firms by effectively analyzing the data from multiple sources such as 10K reports/annual reports and social media. In particular, we examine the data from the four key financial statements (Balance Sheet, Income Statement, Statement of Cash Flow and Statement of Equity) and try to interpret the significance of the data in these statements in the light of macro-environmental factors, which can be analyzed from news and social media.