def preprocess_text(text): """Preprocess text data by tokenizing, removing stopwords, and lemmatizing.""" # Tokenize text tokens = word_tokenize(text)
: The most common replacement. It is the past tense of "decide," meaning to make a choice or come to a conclusion after consideration. dicited
Below is a professional status report template. I have used as the placeholder subject, as it is the closest spelling match, but you can swap this term out depending on your specific intent. I have used as the placeholder subject, as
# Create a new feature 'dicited' that combines preprocessed text and entities data['dicited'] = data.apply(lambda row: (row['preprocessed_text'], row['entities']), axis=1) return data axis=1) return data def prepare_dicited_feature(data
def prepare_dicited_feature(data, text_column): """Prepare the 'dicited' feature by preprocessing text data and extracting entities.""" # Preprocess text data data['preprocessed_text'] = data[text_column].apply(preprocess_text)
: It describes something clear, definite, or unmistakable . For example, having a "decided advantage" means the advantage is obvious and not in doubt.