code: def _get_scagnostics(data):
      """Scatterplot diagnostics."""
      return _compat["pyscagnostics"].scagnostics(data)
  
file_path: data-describe/data_describe/core/scatter.py
imports: from itertools import combinations
  import warnings
  import seaborn
  from data_describe._widget import BaseWidget
  from data_describe.config._config import get_option
  from data_describe.compat import _is_dataframe, _requires, _compat
  from data_describe.backends import _get_compute_backend, _get_viz_backend
label_desc: Use image node_id 3 for calling a global function with example usage: _get_scagnostics(data) and returns: _compat