Background: The pandemic of Corona Virus Disease 2019 (COVID-19) has cost a large number of lives and is causing substantial mental stress among people. We conducted a study to identify the sociodemographic and clinical characteristics and prevalence of anxiety and depression among confirmed COVID-19 cases in Bangladesh.Methods: An online cross-sectional survey using a preformed questionnaire adapted in Google form was conducted for data collection. The form was shared along with a brief introduction and rationale via Facebook, Twitter, Facebook Messenger, Viber, and What’s App. Formal ethical clearance was taken from the Biomedical Research Foundation, Bangladesh. Informed consent was ensured before participation.Results: Seventy-four patients with COVID-19 who had an average age of 42.59±14.43 years with male predominance (77%) were included. A total of 29.7% were doing health-care related jobs, and 14.9% lost their jobs due to COVID-19. Patients had a median income of BDT 30000. Of all, 87.8% of patients were symptomatic and presented with fever (77%), cough (58.8%), breathlessness (24.3%), myalgia (24.3%), sore throat (21.6%), fatigue (17.6%), nausea and/or vomiting (12.2%), headache (12.2%), runny nose (9.5%), chest pain (9.5%), diarrhea (8.1%), ARDS (2.7%), stuffy nose (2.7%), conjunctivitis (1.4%) and oral ulcer (1.4%). Overall, the prevalence of anxiety and depression was 60% and 52.9%, respectively. Among the participants, 11.4% had only anxiety, 4.3% had only depression and 48.6% had both.Conclusion: Patients were mostly middle aged, male and healthy workers. Typical presentations were fever and cough. Nearly two-thirds of the patients had either or both anxiety and depression.