Python, Power BI system for Autonomous Early Bull Market Trends (Follow-Through Rallies) Detection and Visualization during Bear Markets
- Follow-through rallies during bear markets are often a good indicator of the early beginnings of a bull market.
- A self-explanatory script 'main_FollowThrough.py' calls on historical S&P500 (since 1995) data from the financialmodelingprep.com API (subscription req.) and then identifies periods of bear market, bear market rallies, and follow-through rallies.
- The data is then exported to 'S&PHistoricalWithBear.xlsx' which is linked with the PowerBI file 'Analysis.pbix' for the visualization of the data as shown below: