Extract entity from dataframe using spacy

Question

I read contents from excel file using pandas::

import pandas as pd
df = pd.read_excel(\"FAM_template_Update 1911274_JS.xlsx\" )
df

While trying

Answer 1

You need to loop through the individual strings within your dataframe. The NLP parser and entity extraction is expecting a string.

For example:

for row in range(len(df)):
    doc = nlp(df.loc[row, "text_column"])
    for enitity in doc.ents:
         print((entity.text))