Sentiment analysis attempts to gauge the mood of a group based on their online conversations with each other.
This is a good way to learn valuable information about your data scientists' morale. How is your team's morale? You might turn to your change professionals for this information; however, even change experts tend to rely more on impressions and intuition than data and analyses.
What a missed opportunity if you have data scientists on your team!