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CovsirPhy is a Python package for COVID-19 (Coronavirus disease 2019) data analysis with phase-dependent SIR-derived ODE models. We can download datasets and analyse it easily. This will be a helpful tool for data-informed decision making. Please refer to "Method" part of Kaggle Notebook: COVID-19 data with SIR model to understand the methods.