The Personality Analyser is a NLP based tool, which you can use to analyze emotional traits of conversational partners. The only thing you have to do is provide the conversational data and choose between a zero-shot model or a supervised BERT model - the Personality Analyser does the rest.
This is what the analysis looks like for the main characters of the American TV-sitcom "Friends":