code: def __init__(
      self,
      corpus=Optional,
      non_text: bool = False,
      term_ranker: type = AbsoluteFrequencyRanker,
      term_ranker_kwargs: Optional[Dict] = None,
      **kwargs,
  ):
      self.term_ranker_kwargs_ = term_ranker_kwargs
      self.term_ranker_factory_ = term_ranker
      self.set_non_text(non_text)
      self._free_init(**kwargs)
      self.set_corpus(corpus)
  
file_path: scattertext/scattertext/all_category_scorers/all_category_scorer.py
imports: import abc
  from typing import Optional, Dict
  import pandas
  from scattertext.termranking.AbsoluteFrequencyRanker import AbsoluteFrequencyRanker
  from scattertext.termranking.TermRanker import TermRanker
label_desc: Use image node_id 1 to create a new AllCategoryScorer object from inherited base classes: abc with example: obj = AllCategoryScorer(corpus, non_text, term_ranker, term_ranker_kwargs)