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While qualitative approaches in social network analysis have been flourishing, the research processes, especially data analysis, are still often informed by the structural network analysis paradigm. Furthermore, there is a lack of analytical approaches and systematic discussion on possible ways to analyze network data collected in the qualitative interpretative research paradigm. To close this gap, we propose a methodological approach that builds on the cultural turn in social network analysis that advocates a focus on subjective patterns of interpretation and historical/processual configurations. We formulate a biographical network analytical perspective, analyzing the development of a social network through a person's life history. Based on a case study derived from a research project on transnational support networks of older migrants in Perth, Australia, we aim to explicate the analytical procedure of the biographical reconstructive network analysis (BRNA). BRNA is a collaboratively developed analytical procedure for social network data collection and analysis. During the BRNA data collection, both the biographical-narrative interview and ego-centric network maps are implemented. The BRNA data analysis procedure is informed by biographical reconstructive research principles to fully understand and reconstruct the dynamics of social networks during the life course. [ABSTRACT FROM AUTHOR]