code: def strip_html(text):
      """lambda fn for cleaning html"""
      soup = BeautifulSoup(text, "html.parser")
      return soup.get_text()
  
imports: import re
  import os
  import pickle
  import urllib
  import tarfile
  import numpy
  import pandas
  import nltk
  from nltk.stem import PorterStemmer
  from nltk.tokenize.toktok import ToktokTokenizer
  from gensim.models.keyedvectors import KeyedVectors
  from sklearn.model_selection import train_test_split
  from bs4 import BeautifulSoup
label_desc: Use image node_id 5 for calling a global function with example usage: strip_html(text) and returns: soup