My second FINAlytics project aims to connect theoretical frameworks with actual market behaviour through analysis of index option chains to identify current market sentiments and critical price points. The project involved comprehensive research on how to interpret derivative data which researchers can use to analyze actual market conditions.

The report presents its main findings in the following sections.

Decoding the Market: Using the option chain, understanding how shifting Put-Call Ratios, which track bullish market movements from 1.15 to 1.39, affect the market, and how aggressive option writers create market impacts.

OI Interpretation: Market floor identification through the detection of Call Short Covering and Put Short Buildup patterning.

Strategy Application: The study develops comprehensive Long and Short Straddle strategies, which demonstrate how spot price variations affect their success.

The project offers a practical experience that enables ongoing education because it demonstrates how market participants create their investment strategies through their specific numerical data.  

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