Eric is also an open-source software developer and has led the development of [pyjanitor](https://github.com/pyjanitor-devs/pyjanitor), a clean API for cleaning data in Python, and [nxviz](https://github.com/ericmjl/nxviz), a visualization package for NetworkX. He is also on the core developer team of NetworkX and PyMC. In addition, he gives back to the community through [code contributions](https://deploy-preview-108--ericmjl-github-io.netlify.app/open-source/), [blogging](https://deploy-preview-108--ericmjl-github-io.netlify.app/blog/), [teaching](https://deploy-preview-108--ericmjl-github-io.netlify.app/teaching/), and [writing](https://deploy-preview-108--ericmjl-github-io.netlify.app/books/).
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