Predicting Relationship Stability Using Communication Patterns

Strong relationships are a key part of a happy and healthy life, both for individuals and society as a whole. This study looks at how the ways people communicate can reveal the likelihood of their relationships lasting over time. By focusing on things like how people talk and act during conversations, how they show emotions, and how they resolve disagreements, the research identifies patterns linked to stability. The findings emphasize that healthy communication—marked by respect, understanding, and effective problem-solving—is crucial for long-term success in relationships. These insights can help create better tools for counseling, education, and even technology to support stronger and more fulfilling connections. We also will be seeing which model works best on this dataset.