Semi-structured information is such a pain, but I’ve found Apache Spark to be super helpful. It’s great for processing large datasets, and it has built-in support for JSON, XML, and other formats.
For smaller stuff, I’d recommend OpenRefine. It’s a bit old-school, but it’s amazing for cleaning and transforming messy data.
For smaller stuff, I’d recommend OpenRefine. It’s a bit old-school, but it’s amazing for cleaning and transforming messy data.