This project explores advanced portfolio metrics to evaluate investment performance and understand risk-return dynamics. By examining key performance indicators, such as risk, return, and volatility, we aim to provide a comprehensive analysis that offers actionable insights for enhancing investment strategies and decision-making.

This is a 2022 MonkeyPox visualization made to spread awareness about the virus, with the following graphs~ World View of Total Cases- This shows a comparison of cases in all countries for each day. Total Aggregated- This shows the total cases and the change of total cases for each day. Total Cases vs Hospitalized patients - Tells about the healthcare system & awareness of the virus through scatter plot, fewer hospitalised patients but high cases indicate a not-so-well maintained healthcare department for the virus outbreak. Total Cases vs Suspected Patients- Tells about the healthcare prediction system & awareness of the virus through scatter plot, fewer predicted patients but high cases indicate a not-so-well maintained healthcare- statistics department for the virus outbreak. Hospitalized vs Suspected Cases- Scatter plot for suspected and hospitalized cases.