code: def recoding_data():
      data = {
          "x": [
              "chien",
              "chien",
              "chien",
              "chien",
              "chat",
              "chat",
              "chameaux",
              "chameaux",
          ],
          "y": [
              "dog",
              "dog",
              "dog",
              "dog",
              "cat",
              "cat",
              "camel",
              "camel",
          ],
      }
      df = pd.DataFrame(data)
  
      return df
  
file_path: ydata-profiling/tests/unit/test_describe.py
imports: import datetime
  from dataclasses import asdict
  import numpy
  import pandas
  import pytest
  from ydata_profiling.config import Settings
  from ydata_profiling.model.describe import describe
  from ydata_profiling.model.summary import describe_1d
  from ydata_profiling.model.typeset import ProfilingTypeSet
label_desc: Use image node_id 2 for calling a global function with example usage: recoding_data() and returns: df