How Do You Effectively Manage and Analyze Semi-Structured Data in Your Workflow?

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Honestly, semi structured data is a beast, but it’s also kinda fun to tame? I usually clean first, then analyze.

For JSON, I use jq and Python’s json module. For XML, I like xml.etree.ElementTree—it’s simple and gets the job done. And for CSV, Pandas is a no-brainer.

If you’re dealing with a lot of data, maybe look into Elasticsearch? It’s great for indexing and searching semi structured data.

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