Cleaning a Messy Car Dataset with Python Pandas | by Soner Yıldırım |…

Whether you are performing exploratory data analysis or building a complex ML system, you need to make sure the data is cleaned

The web is a highly-valuable asset as a data source. For instance, a substantial amount of training data used to create large language models comes from the web.

However, it’s usually not in the most suitable format. Web data is mainly unstructured (i.e. in the form of free text). Even if it has a predefined structure, web…