pip install -U pip setuptools wheel
pip install -U 'spacy[apple]'
python -m spacy download en_core_web_trf

import spacy
from spacy import displacy
from bs4 import BeautifulSoup

file = 'xxxx.html'

soup = BeautifulSoup(open(file), 'html.parser')

text = soup.get_text()

nlp = spacy.load("en_core_web_trf")
doc = nlp(text)

print(f"\nents:")
for ent in doc.ents:
    print(ent.text, ent.label_)
    if ent.label_ == 'ORG' or ent.label_ == 'PRODUCT':
        print(f"{ent.text=}")
        print(f"{ent.label_=}")
    if ent.label_ == 'GPE':
        print(f"{ent.text=}")
        print(f"{ent.label_=}")
        print()