Arabians Lost The Engagement On Desert Ds English Patch Updated

return features

# Simple feature extraction entities = [(ent.text, ent.label_) for ent in doc.ents] features.append(entities) return features # Simple feature extraction entities =

import spacy from spacy.util import minibatch, compounding return features # Simple feature extraction entities =

nlp = spacy.load("en_core_web_sm")

# Sentiment analysis (Basic, not directly available in spaCy) # For sentiment, consider using a dedicated library like TextBlob or VaderSentiment # sentiment = TextBlob(text).sentiment.polarity return features # Simple feature extraction entities =