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To evaluate the association between maternal age, parity, gestational number (singleton vs twin), newborn gender and self-reported postpartum depressive symptoms (PDS) in a large multinational sample using survey data from a digital telephone application.Women using the Flo app answered a survey (available in 10 languages) from January 2018 to April 2020. A survey question asking about emotional state was used to determine the presence of PDS. Chi-squared statistics were used to compare groups. A weighted mean prevalence was calculated based upon the socioeconomic status and reproductive population of each country in 2020.Over a million women from 138 countries participated. Of all respondents, 9.4% endorsed PDS. The weighted mean prevalence of PDS was 11%. We found that PDS decreased with advancing age. First-time mothers reported higher rates of PDS. Twin births were associated with a higher symptom burden than singleton births and mothers of twins in the oldest age group reported the greatest burden. We did not find a clinically significant difference in rates of PDS between mothers of singleton girls and boys.To our knowledge, this study is the first to examine risk factors for postpartum symptoms using the same survey across a large international population. These results can further research and clinical aims to identify and treat maternal depression more effectively.Data was aggregated, thereby limiting analysis of individual associations. The survey was self-report and not diagnostic for postpartum depression. Generalizability of risks of postpartum depression should be approached with caution.