def METHOD_NAME(clean_duplication_ui: UserInterface) -> None:
    clean_duplication_ui._clustering_method_drop.value = "fingerprint"
    clusters = clean_duplication_ui._clusterer.get_page(0, 5)
    clusters_check = pd.Series(
        [[("Québec", 3), ("Quebec", 2), ("quebec", 1)], [("Vancouver", 3), ("vancouver", 2)]],
        name="city",
    )
    assert clusters_check.equals(clusters)