The 'Combine Step' is a critical phase in data processing and analysis where multiple datasets or variables are merged to form a unified dataset. This step is essential for enabling comprehensive analysis, ensuring data integrity, and facilitating the discovery of insights that are not apparent when datasets are analyzed in isolation.