Could be because you don't have the right repository set. Click on File>Settings>Project Interpreter. Then click on the install icon (icon with a '+' symbol). Then click on Manager Repositories and check if you have the following entry: https://pypi.python.org/simple. If not, then add it. Save the setting and restart PyCharm, it should work.
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