In his excellent tutorial on NLP using Python, DJ Sarkar lays out the standard workflow: Text pre-processing -> Text parsing and exploratory data analysis -> Text representation and feature ...

First, we combine them into a single text document. import spacy from spacy import displacy text = "\n".join([x for x in new_df["headline"].tolist() if len(x) > 0]) nlp = spacy.load("en_core_web ...