pip is unable to install the package even though it is present on the pypi server

The problem was in the version of python using which the virtual environment was created. I used the python3.5 version to create it but the minimum required python version for the numpy==1.19.2 is python3.6. It is also given in the bottom left-hand side section in the PyPI package details page.

package meta data pypi

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