In addition, how do I specify the location of where I want to download the file? \n\n Result on Postman\n Let's take a look at the starting text: \n\n I have followed the tutorial and have successfully obtained the contents of the file, but where is the file being downloaded. To apply this to a standard data frame, use applyfunction from Pandas like below. # Load spacy nlp = spacy.load('en_core_web_sm') def clean_string(text, stem="None"): final_string = "" # Make lower text = text.lower() # Remove line breaks # Note: that this line can be augmented and used over # to replace any characters with nothing or a space text = re.sub(r'\n', '', text) # Remove punctuation translator = str.maketrans('', '', string.punctuation) text = anslate(translator) # Remove stop words text = text.split() useless_words = ("english") useless_words = useless_words text_filtered = # Remove numbers text_filtered = # Stem or Lemmatize if stem = 'Stem': stemmer = PorterStemmer() text_stemmed = elif stem = 'Lem': lem = WordNetLemmatizer() text_stemmed = elif stem = 'Spacy': text_filtered = nlp(' '.join(text_filtered)) text_stemmed = else: text_stemmed = text_filtered final_string = ' '.join(text_stemmed) return final_string Example You can choose either one via with Stem or Lem. This process is an argument in the function. These might be noisy domain words or anything else that makes the context clear. There is a list in the next line to add additional stop words to the function as needed.
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