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| """ | |
| utils.py - Utility functions for the project. | |
| """ | |
| def postprocess(text:str): | |
| """ | |
| postprocess - remove common values in scraped dataset | |
| Args: | |
| text (str): the text to postprocess | |
| """ | |
| replacements = { | |
| "ENA":"<COMPANY>", | |
| "Enron":"<COMPANY>", | |
| "Enron Corporation":"<COMPANY>", | |
| "Sony Pictures Entertainment":"<COMPANY>", | |
| "Columbia Pictures":"<COMPANY>", | |
| "Sony":"<COMPANY>", | |
| "Columbia":"<COMPANY>", | |
| "Hillary":"Jane", | |
| "Clinton":"Smith", | |
| "Amy":"Jane", | |
| "Sara":"Jane", | |
| "Harambe":"Jane", | |
| "Pascal":"<PERSON>", | |
| } | |
| # replace common values, also check lowercase | |
| for k, v in replacements.items(): | |
| text = text.replace(k, v) | |
| text = text.replace(k.lower(), v) | |
| return text | |