Converting Nested Dictionaries to Pandas DataFrames: A Step-by-Step Guide

Converting a Pandas DataFrame to a Dictionary: A Flexible Approach

Understanding Class Attributes in Python: The Limitations of Using Class Attributes with Dictionaries When Creating Pandas DataFrames