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The prevalence of PPD was found to be 8.57%. Religion was found to be a statistically significant factor associated with PPD. Other factors like literacy status, socio-economic status, high parity, sex of the newborn, mode of delivery were also found to have an association with PPD. This study identified certain socio-demographic and obstetric risk factors for postnatal depressive symptoms in a community setting of an urban slum; screening of risk factors will help in designing preventive strategies for identifying PPD. This study identi