Mapping DataFrame Array Columns to a Dictionary Using pandas and ast Libraries for Efficient Data Manipulation

Converting Pandas Dataframes to Dictionaries using Dataclasses and `to_dict` with `orient="records"`

Understanding Dictionary Copying and Iteration in Python: Workarounds for Modifying Contents During Iteration

Replacing Values in Multiple Columns Based on Condition in One Column Using Dictionaries and DataFrames in Python

Replacing Column Values with Keys and Values in a Dictionary of List Values Using pandas