Mapping Multiple Columns Simultaneously with Different Maps

Using pandas DataFrames and Dictionary Lookup: A Flexible Approach to Data Replacement

Filtering Rows from a List in a Series in a Pandas DataFrame: 3 Methods to Get It Done Efficiently

Converting Dictionary-Format Columns to Normal DataFrames in Pandas

Creating Dynamic SQL Queries with Python Dictionaries for Efficient Data Retrieval.

Choosing Between Pandas, OOP Classes, and Dictionaries in Python: A Comprehensive Guide to Efficient Data Storage and Manipulation

Creating Summarized Data from Two Separate Dictionaries in Python Using Dictionary Comprehension, Tuples, and MultiIndex