Python Automation and Machine Learning for EM and ICs

This Python script was developed to facilitate conditional data extraction from a structured dataset stored in CSV format. Specifically, it utilizes the pandas library to identify and retrieve the value(s) from the column labeled "Yougui" for those rows in which the corresponding entry in the "globalsino" column is equal to "EM". This conditional filtering approach is essential for targeted data analysis, allowing selective examination of specific subsets within larger datasets. By automating this task, the script significantly reduces the manual effort required to locate and extract relevant information, thereby improving the efficiency and reproducibility of data processing in my research workflow.