def prepare_features(dataframe):
  """Prepares the features for provided dataset.

  Args:
    dataframe: A Pandas DataFrame expected to contain data from the
      desired data set.
  Returns:
    A new DataFrame that contains the features to be used for the model.
  """
  processed_features = dataframe.copy()
  return processed_features