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It's still a bit scary to me that one of the lynchpins of Python Data Processing remains, to some extent, to be this page.

Moreover, the builds are delivered over HTTP and the .whl are not signed ...

You only need it if you cannot use a *nix?

So a lynchpins for the Windows Python Data Processing community?

Sadly not everyone can live in a *nix environment. Supporting Windows developers is a pretty damn big lynchpin...

With the new Windows Subsystem for Linux from Windows 10 you can install Ubuntu over Windows from the Windows Store. It is perfect for Data Sciences.