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How does PyCharm do that?

PyCharm has an interactive Python console to perform smart operations over data with on-the-fly syntax check with inspections, braces and quotes matching, and of course, code completion. You can also benefit from the built-in support for Anaconda. With PyCharm Professional, you can analyze and visualize various scientific and statistical data.

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