Data Science Tool Comparison

I have several new goals in my professional life:

• increase my productivity substantially
• communicate my points powerfully and clearly
• increase the quality of my work through insight

The only way to do this is to a) significantly increase the amount of calculations and b) automate detection and presentation of that data. To do this I need data science tools that are flexible, scalable and fast to use.

So I ran a comparison of everything that is relevant to my work and these are the flows I came up with:

For the curious a history of data science as I see it: