Services extraction

The City_services class is designed to extract city service names from text using a string comparison algorithm, taking into account the changing service endings in the text. Using the flair library, the City_services.run() method in messages extracts named entities from the Sentence object as a list, as well as the most probable service type, and stores them in new columns of the original DataFrame().

class soika.src.utils.data_processing.city_services_extract.City_services(model_name: str = 'Glebosol/city_services')

extraction_services(text)

remove_last_letter()

replace_with_most_similar()

run(df, text_column)