Abstract
We use public data from Twitter to study the breakups of the romantic relationships of 661 couples. Couples are identified through profile references such as @user1 writing “@user2 is the best boyfriend ever!!”. Using this data set we find evidence for a number of existing hypotheses describing psychological processes including (i) pre-relationship closeness being indicative of post-relationship closeness, (ii) “stonewalling”, i.e., ignoring messages by a partner, being indicative of a pending breakup, and (iii) post-breakup depression. We also observe a previously undocumented phenomenon of “batch un-friending and being un-friended” where users who break up experience sudden drops of 15-20 followers and friends.
Our work shows that public Twitter data can be used to gain new insights into psychological processes surrounding relationship dissolutions, something that most people go through at least once in their lifetime.
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References
Backstrom, L., Kleinberg, J.: Romantic partnerships and the dispersion of social ties: A network analysis of relationship status on facebook. In: Proceedings of the 17th ACM Conference on Computer Supported Cooperative Work & Social Computing, pp. 831–841. ACM (2014)
Battaglia, D.M., Richard, F.D., Datteri, D.L., Lord, C.G.: Breaking up is (relatively) easy to do: A script for the dissolution of close relationships. Journal of Social and Personal Relationships 15(6), 829–845 (1998)
Clayton, R.B.: The third wheel: The impact of twitter use on relationship infidelity and divorce. Cyberpsychology, Behavior, and Social Networking (2014)
Clayton, R.B., Nagurney, A., Smith, J.R.: Cheating, breakup, and divorce: Is facebook use to blame? Cyberpsy., Behavior, and Soc. Networking 16(10), 717–720 (2013)
Cohen, J.: Parasocial break-up from favorite television characters: The role of attachment styles and relationship intensity. Journal of Social and Personal Relationships 21(2), 187–202 (2004)
Cupach, W.R., Metts, S.: Accounts of relational dissolution: A comparison of marital and non-marital relationships. Communications Monographs 53(4), 311–334 (1986)
De Choudhury, M., Gamon, M., Counts, S., Horvitz, E.: Predicting depression via social media. In: ICWSM 2013 (2013)
Drouina, M., Millera, D.A., Dibbleb, J.L.: Ignore your partners current facebook friends; beware the ones they add! Computers in Human Behavior 35, 483–488 (2014)
Fiore, A.T., Donath, J.S.: Homophily in online dating: When do you like someone like yourself? In: CHI, pp. 1371–1374 (2005)
Frazier, P.A., Cook, S.W.: Correlates of distress following heterosexual relationship dissolution. Journal of Social and Personal Relationships 10(1), 55–67 (1993)
Golbeck, J., Robles, C., Edmondson, M., Turner, K.: Predicting personality from twitter. In: SocialCom/PASSAT, pp. 149–156 (2011)
Gottman, J.: Why marriages succeed or fail: And how you can make yours last. Simon and Schuster (1995)
Gottman, J.M., Levenson, R.W., Gross, J., Frederickson, B.L., McCoy, K., Rosenthal, L., Ruef, A., Yoshimoto, D.: Correlates of gay and lesbian couples’ relationship satisfaction and relationship dissolution. Journal of Homosexuality 45(1), 23–43 (2003)
Hassenzahl, M., Heidecker, S., Eckoldt, K., Diefenbach, S., Hillmann, U.: All you need is love: Current strategies of mediating intimate relationships through technology. ACM Trans. Comput.-Hum. Interact. 19(4), 30:1–30:19 (2012)
Hawley, A.R.: The roles of spirituality and sexuality in response to romantic breakup. Ph.D. thesis, Bowling Green State University (2012)
Hogerbrugge, M.J., Komter, A.E., Scheepers, P.: Dissolving long-term romantic relationships: Assessing the role of the social context. Journal of Social and Personal Relationships 30(3), 320–342 (2013)
Hughes, D.J., Rowe, M., Batey, M., Lee, A.: A tale of two sites: Twitter vs. facebook and the personality predictors of social media usage. Computers in Human Behavior 28(2), 561–569 (2012)
**, S.A.A.: Peeling back the multiple layers of twitter’s private disclosure onion: The roles of virtual identity discrepancy and personality traits in communication privacy management on twitter. New Media & Society 15(6) (2013)
Kivran-Swaine, F., Govindan, P., Naaman, M.: The impact of network structure on breaking ties in online social networks: unfollowing on twitter. In: CHI, pp. 1101–1104 (2011)
Kwak, H., Chun, H., Moon, S.B.: Fragile online relationship: a first look at unfollow dynamics in twitter. In: CHI, pp. 1091–1100 (2011)
Kwak, H., Lee, C., Park, H., Moon, S.B.: What is twitter, a social network or a news media? In: WWW, pp. 591–600 (2010)
Kwak, H., Moon, S.B., Lee, W.: More of a receiver than a giver: Why do people unfollow in twitter? In: ICWSM (2012)
Le, B., Dove, N.L., Agnew, C.R., Korn, M.S., Mutso, A.A.: Predicting nonmarital romantic relationship dissolution: A meta-analytic synthesis. Personal Relationships 17(3), 377–390 (2010)
LeFebvre, L., Blackburn, K., Brody, N.: Navigating romantic relationships on facebook: Extending the relationship dissolution model to social networking environments. Journal of Social and Personal Relationships p. 0265407514524848 (2014)
Liu, Z., Weber, I.: Predicting ideological friends and foes in twitter conflicts. In: WWW, pp. 575–576 (2014)
Mao, H., Shuai, X., Kapadia, A.: Loose tweets: An analysis of privacy leaks on twitter. In: WPES, pp. 1–12 (2011)
Moon, S.: Analysis of twitter unfollow: How often do people unfollow in twitter and why? In: SocInfo, p. 7 (2011)
Neustaedter, C., Greenberg, S.: Intimacy in long-distance relationships over video chat. In: CHI, pp. 753–762 (2012)
Papp, L.M., Danielewicz, J., Cayemberg, C.: “Are we facebook official?” implications of dating partners’ facebook use and profiles for intimate relationship satisfaction. Cyberpsychology, Behavior, and Social Networking 15, 85–90 (2012)
Pennebaker, J.W., Chung, C.K., Ireland, M., Gonzales, A., Booth, R.J.: The development and psychometric properties of liwc 2007. LIWC. Net, Austin (2007)
Perilloux, C., Buss, D.M.: Breaking up romantic relationships: Costs experienced and co** strategies deployed. Evolutionary Psychology 6(1), 164–181 (2008)
Quercia, D., Kosinski, M., Stillwell, D., Crowcroft, J.: Our twitter profiles, our selves: Predicting personality with twitter. In: SocialCom/PASSAT, pp. 180–185 (2011)
Rhoades, G.K., Kamp Dush, C.M., Atkins, D.C., Stanley, S.M., Markman, H.J.: Breaking up is hard to do: The impact of unmarried relationship dissolution on mental health and life satisfaction. Journal of Family Psychology 25(3), 366 (2011)
Sakaluk, J.K.: Problems with recall-based attachment style priming paradigms: Exclusion criteria, sample bias, and reduced power. Journal of Social and Personal Relationships p. 0265407513508728 (2013)
Sbarra, D.A., Emery, R.E.: The emotional sequelae of nonmarital relationship dissolution: Analysis of change and intraindividual variability over time. Personal Relationships 12(2), 213–232 (2005)
Sprecher, S., Felmlee, D., Metts, S., Fehr, B., Vanni, D.: Factors associated with distress following the breakup of a close relationship. Journal of Social and Personal Relationships 15(6), 791–809 (1998)
Sumner, C., Byers, A., Boochever, R., Park, G.J.: Predicting dark triad personality traits from twitter usage and a linguistic analysis of tweets. In: ICMLA (2), pp. 386–393 (2012)
Tan, K., Agnew, C.R., VanderDrift, L.E., Harvey, S.M.: Committed to us: Predicting relationship closeness following nonmarital romantic relationship breakup. Journal of Social and Personal Relationships, 0265407514536293 (2014)
Tashiro, T., Frazier, P.: I’ll never be in a relationship like that again: Personal growth following romantic relationship breakups. Personal Relationships 10(1), 113–128 (2003)
Tong, S.T.: Facebook use during relationship termination: Uncertainty reduction and surveillance. Cyberpsychology, Behavior, and Social Networking 16(11), 788–793 (2013)
Tsugawa, S., Mogi, Y., Kikuchi, Y., Kishino, F., Fujita, K., Itoh, Y., Ohsaki, H.: On estimating depressive tendencies of twitter users utilizing their tweet data. In: VR, pp. 1–4 (2013)
Weisskirch, R.S., Delevi, R.: Its ovr b/n u n me: Technology use, attachment styles, and gender roles in relationship dissolution. Cyberpsychology, Behavior, and Social Networking 15(9), 486–490 (2012)
**a, P., Jiang, H., Wang, X., Chen, C.X., Liu, B.: Predicting user replying behavior on a large online dating site. In: ICWSM (2014)
**e, W., Li, C., Zhu, F., Lim, E.P., Gong, X.: When a friend in twitter is a friend in life. In: WebSci, pp. 344–347 (2012)
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Garimella, V.R.K., Weber, I., Dal Cin, S. (2014). From “I Love You Babe” to “Leave Me Alone” - Romantic Relationship Breakups on Twitter. In: Aiello, L.M., McFarland, D. (eds) Social Informatics. SocInfo 2014. Lecture Notes in Computer Science, vol 8851. Springer, Cham. https://doi.org/10.1007/978-3-319-13734-6_14
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DOI: https://doi.org/10.1007/978-3-319-13734-6_14
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