Algorithms used to analyze social media data may inadvertently reinforce stereotypes or discriminate against certain demographics, leading to unjust outcomes in hiring, lending, or other decision-making processes (Robertson, 2020). As such, companies must critically examine the ethical implications of their use of social media data and ensure that their practices align with principles of fairness, transparency, and respect for individual autonomy