Label Real Dataset

add_current_uc.apply_uc(row)

Assign a Use Case (UC) label to a row based on its timestamp.

Args

• row (pd.Series): A row with a ‘timestamp’ field.

Returns

• str: The UC label (‘uc1’ to ‘uc6’).

add_current_uc.compare_intervals(row, interval)

Compare a timestamp from a row with a given time interval.

Args

• row (pd.Series): Row from the DataFrame with a ‘timestamp’ column.

• interval (dict): Dictionary with “from” and “to” datetime strings.

Returns

• bool: True if timestamp is within interval, else False.

add_current_uc.label_realnetwork_csv(input_path='../datasets/real_network_data_before_labeling.csv', output_path='../datasets/real_network_data_after_labeling.csv')

Load the CSV, assign UC labels to each row, and save the updated file.

Args

• input_path (str): Path to the input CSV file.

• output_path (str): Path to save the labeled CSV file.

Returns

None