danieldux commited on
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7375cc5
1 Parent(s): 3894697

Add function to create ISCO-08 hierarchy from CSV file

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  1. isco.py +39 -0
isco.py ADDED
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+ # filename: isco.py
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+ import csv
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+
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+
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+ def create_hierarchy(filename):
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+ """
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+ Creates a dictionary where keys are nodes and values are sets of parent nodes representing the hierarchy of the ISCO-08 codes from the "unit" column of the isco_structure.csv file.
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+
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+ Args:
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+ - filename: A string representing the path to the CSV file containing the ISCO-08 codes and their hierarchy.
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+
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+ Returns:
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+ - A dictionary where keys are ISCO-08 unit codes and values are sets of their parent codes.
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+ """
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+ isco_hierarchy = {}
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+
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+ with open(filename, newline="") as csvfile:
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+ reader = csv.DictReader(csvfile)
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+ for row in reader:
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+ # Extract unit group level code (4 digits)
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+ unit_code = row["unit"].zfill(4)
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+ # Extract the parent code for the unit group level, which is the minor group level (3 digits)
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+ parent_code = unit_code[:3]
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+
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+ # Add the unit code to the hierarchy with its parent code
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+ isco_hierarchy[unit_code] = {parent_code}
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+
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+ # Additionally, we can add the parent's parent codes if needed
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+ # For example, the major group level (1 digit) and sub-major group level (2 digits)
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+ major_code = unit_code[0]
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+ sub_major_code = unit_code[:2]
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+ isco_hierarchy[unit_code].update({major_code, sub_major_code})
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+
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+ return isco_hierarchy
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+
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+
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+ # Example usage:
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+ # hierarchy = create_hierarchy("ISCO_structure.csv")
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+ # print(hierarchy)