Types of data

Working with data in the wild you will come across several broad categories of data that will need to be coerced into pandas data structures. They are important to understand as the tools required to work with each type vary.

pandas is inherently used for manipulating structured data but provides several tools for facilitating the conversion of non-structured data into a means we can manipulate.