This study began on January 2, 2022, to determine public opinion on face-toface learning in Indonesia. The study takes public opinion from Twitter on January 2nd and 3rd, 2022, using the naive-bayes approach. Drone Emprit Academy provided the data. According to the data, there are 1,026 tweets with negative sentiment or 65 percent. Concerns about the spread of the COVID-19 virus, weariness, and fear of change are among the causes of bad feelings. There are also a few favorable feelings (24 percent), which might be attributed to the enthusiasm for face-to-face learning.