The ability to effectively and efficiently work with data sets have existed for some time. There are projects like Jupyter which have an interactive computing environment, allowing the creation of interactive web applications, use of different kernels to utilize different engines, and ease of sharing the notebooks with colleagues.
Anaconda includes
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