Mapping Pandas Series with Dictionaries: Best Practices and Performance Considerations

Resolving the Error: 'tuple' Object is Not Callable in Python

Summing Second Elements in Tuples Within Pandas DataFrames Made of Tuples

Filtering DataFrames with Tuples: A Powerful Approach to Working with Structured Data