class_docstr: Class to read benchmark datasets for the graph level embedding task.
  
  Args:
      dataset (str): Dataset of interest one of reddit10k. Default is 'reddit10k'.
class_docstr_tok: ["Class","to","read","benchmark","datasets","for","the","graph","level","embedding","task",".","Args",":","dataset","(","str",")",":","Dataset","of","interest","one","of","reddit10k",".","Default","is","'reddit10k","'","."]
code: def __init__(self, dataset: str = "reddit10k"):
      self.dataset = dataset
      self.base_url = "https://github.com/benedekrozemberczki/karateclub/raw/master/dataset/graph_level/"
  
imports: import io
  import os
  import json
  import numpy
  import pandas
  import networkx
  from typing import List
  from six.moves import urllib
  from scipy.sparse import coo_matrix
label_desc: Use image node_id 1 to create a new GraphSetReader object from inherited base classes: object with example: obj = GraphSetReader(dataset)