Tackling Unconventional Data: A Guide to Optimizing Sentiment Analysis Models for Atypical Text
I recently had the opportunity to develop a sentiment analysis tool for my company. Although I had some prior experience in this area, I quickly realized that I had more to learn. After extensive research and experimentation, we achieved the desired results. In this post, I’ll share my journey, thought process, and the techniques I employed to meet our objectives. Identifying the Issue & Setting the Stage Our startup specializes in delivering top-notch qualitative coding services to businesses, presenting the results on a user-friendly dashboard for our clients. In an effort to better serve their needs, we decided to incorporate sentiment analysis as a key feature. ...