Pandora Papers is the name of one of the biggest projects coordinated by the International Consortium of Investigative Journalists (ICIJ). It is about the leakage of strictly confidential documents of 14 expert law firms in creating companies in different countries. 600 journalists from 117 countries and two years have been enough to investigate more than 11 million files that reveal the creation of offshore companies. A new ReputationUP study has analyzed the online reputation of four public figures implicated in the Pandora Papers list. Through this analysis, we investigate the sentiments and perceptions about the most relevant personalities due to the research and publication of Pandora Papers.