• Piyush S. Renukdas
• Sanghbhushan S. Rokade
• Swapnil B. Jagtap
• Prof. Poonam Bawake

Overview: Relationships (Romantic i.e., involving Love) are emerging drastically as the population persist to increase however, with increasing relationships there exists a parallel running entity of breakups with whatever maybe the reason. Our aim is to analyse the same and find whether it has any psychological effect on either of the involved person. Methodology: It included collection of data using online method, “Google Forms” particularly which consisted questionnaire of 54 romance related and hypothetical questions which helped find one’s perspective towards relationships. Conducted Descriptive data analysis on the data gathered from the questionnaire. Result: Responses recorded were 170, 84 (49%) were divorced and remaining 86 (51%) were married. Classification of males & females were again 84 & 86 respectively. Ages of the sample were from 20 to 63. XGBoost technique was used to classify as it is an ensemble learning technique which helped to find out the important factors that has an effect. Accordingly, nett 5 features were found to be dominantly affecting. Conclusion: The exact intensity i.e., the threshold of the features (questions) cannot be determined as they have different existence in different tree however following are the observed conclusions: Feature 18 (f18) < 1.5 i.e., rating 0 or 1 will be an ultimatum of unhealthy relationship. Similarly, if f8 < 1.5, f0 < 2, f2 < 3 and f1 < 2.5 will follow the pattern of unhealthy relationship.

Feature, Relationships, Breakups, Marriage, Divorced, Mental Health

"Analysis on Modern Day Relationship Breakups & their effects on Mental Health", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 8, page no.f417-f421, August-2023, Available :http://www.jetir.org/papers/JETIR2308549.pdf

"Analysis on Modern Day Relationship Breakups & their effects on Mental Health", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 8, page no. ppf417-f421, August-2023, Available at : http://www.jetir.org/papers/JETIR2308549.pdf