Dig the Data, StoreGrader edition

A new Dig the Data was published yesterday. It has some data insights from StoreGrader which is an app I have been working on for a while now.

For this edition of Dig the Data, I wanted to create a nice looking interactive infographic, and I wanted to combine both static and interactive elements. My previous Dig the Data visualization was quite minimal, but had full interactivity. However, it lacked a bit of the feeling of “niceness” that some static graphics can provide (as well as the magic touch of a designer, which I am not). A good example of this “niceness” is the first Dig the Data, where the entire visualization is a static image created by my colleague Julia.

This time, I teamed up with Maria to create a visualization that combines both static insights (with a bit of animation) as well as interactive graphs to explore.

I am very pleased with the result, and you can check out the post here.

Apache Beam MongoDB reader for Python

The Apache Beam SDK for Python is currently lacking some of the transforms found in the Java SDK. I created a very minimal example of an Apache Beam MongoDB read transform for Python that might be useful for someone else looking for an answer.

I will update this post in the future if/when the Apache maintainers include support for MongoDB in the SDK. I know I could contribute to the project directly, but I don’t have time for it right now unfortunately :-)