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This article provides an in-depth exploration of various methods for selecting DataFrame rows based on column values in Pandas, including boolean indexing, loc method, isin function, and complex condition combinations. Through detailed code examples and principle analysis, readers will master efficient data filtering techniques and understand the similarities and differences between SQL and Pandas in data querying. The article also covers performance optimization suggestions and common error avoidance, offering practical guidance for data analysis and processing.

This article provides a comprehensive exploration of the logical OR operator in the Prolog programming language, focusing on the semicolon (;) as the general OR operator and introducing the more elegant approach using the member/2 predicate for handling multiple values. Through comparative analysis of original queries and optimized solutions, it explains how to correctly construct queries that return results satisfying any of multiple conditions, while also addressing cases requiring all conditions to be met. The content covers Prolog syntax structures, execution control flow, and list operations, offering thorough technical guidance for beginners and intermediate developers.