Employee Sentiment Analysis Using Naive Bayes Classifier

People today tend to use social media as their platform to share reviews or opinions, including about their work. Therefore, public opinion and sentiments are some of the most important factors for a company to take advantage of. It can be used as a source to be analyzed and extracted to valuable insights. When used appropriately, employee sentiment analysis can provide more effective tools for determining key factors such as job satisfaction than internal surveys or other conventional methods. By getting a clearer picture of employee sentiment, companies can identify areas where employees are dissatisfied and devise strategies to increase engagement and, in turn, improve employee productivity and retention.