code: def main():
      nlp = spacy.load("en_core_web_sm")
      convention_df = SampleCorpora.ConventionData2012.get_data()
      corpus = CorpusFromPandas(
          convention_df, category_col="party", text_col="text", nlp=nlp
      ).build()
      html = word_similarity_explorer(
          corpus,
          category="democrat",
          category_name="Democratic",
          not_category_name="Republican",
          target_term="jobs",
          minimum_term_frequency=5,
          width_in_pixels=1000,
          metadata=convention_df["speaker"],
          alpha=0.01,
          max_p_val=0.1,
          save_svg_button=True,
      )
      open("./demo_similarity.html", "wb").write(html.encode("utf-8"))
      print("Open ./demo_similarlity.html in Chrome or Firefox.")
  
label_desc: Use image node_id 1 for calling a global function with example usage: main() without return types