def match_baidu(data):
    """Return geo-data with administrative regions matched to Baidu Huiyan."""
    baidu_exclusion = ['Taiwan', 'Hong Kong', 'Macao']
    mask = ~data['province'].isin(baidu_exclusion)
    return data.loc[mask, :]