Leximancer (https://www.leximancer.com), an Australian, pay for use, text analysis software package seems intriguing. It claims to be able to create topic and concept based network visualizations and includes among its filters a sentiment analyzer. It's not cheap.
If you do have experience with it? Which type did you use? The pay-per-use? The monthly portal? or the stand alone? Why?