I published my PhD dissertation and code a decade ago on the impact of public sentiment on social media over the financial distress of public-held companies in the US. The work was purely academic. If I were to do it again now, I would title it “The Impact of Government Sentiment on Social Media over the Ultra Wealth of Private-held Companies in the US.” The new work will be purely humanitarian. I hope we all find some joy and happiness in those gloomy days when innocent people are dying across the world.