def _cleanSimData(simData):
    """ Remove unnecessary columns

    Args:
        simData (pandas data frame): Simulation data

    Returns:
        pandas data frame: Data frame with sim data
    """
    simData.drop(columns=["doy", "weekDaySLP", "summer",
                          "winter", "intermediate"], inplace=True)

    return simData