pip install tensorflow-data-validation fails on OS X El Capitan (10.11.6)

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I am not able to install tensorflow-data-validation using pip. when I use:

pip install tensorflow-data-validation

I get this error:

Could not find a version that satisfies the requirement tensorflow-data-validation

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Are you using Python 3? Because TensorFlow Data Validation currently requires Python 2.7.