code: def replicate_dataset(X, y, replications=16):
      for _ in range(replications):
          X = pd.concat([X, X], ignore_index=True)
          y = np.concatenate([y, y])
      return X, y
  
label_desc: Use image node_id 1 for calling a global function with example usage: replicate_dataset(X, y, replications) and returns: X,  y