def check_variable_list_are_valid(variable_type_dict):
    """
    Checks that the provided variable_type_dict is valid, by:

     - Confirming there is no overlap between all variable lists

    :param variable_type_dict: A dictionary, with keys describing variables types, and values listing particular
        variables
    :type variable_type_dict: {str:[str]}
    :return: True, if there is no overlap
    :rtype: bool
    """
    for outer_key, outer_value in variable_type_dict.items():
        for inner_key, inner_value in variable_type_dict.items():
            if inner_key == outer_key:
                continue
            else:
                intersection = set(outer_value).intersection(set(inner_value))
                if len(intersection) > 0:
                    raise ValueError(
                        'Variable lists {} and {} overlap, and share key(s): {}'
                        .format(inner_key, outer_key, intersection))
    return True
