def test_is_outlier_6(): samples = [ 30, 171, 184, 201, 212, 250, 265, 270, 272, 289, 305, 306, 100000, 8, 5, 2000 ] x = pd.Series(samples) assert Check.is_outlier(x, 5) == []
def test_is_outlier_2(): samples = [ 322, 322, 336, 345, 351, 370, 390, 404, 409, 411, 436, 437, -7, 80000000, 789654123, 0 ] x = pd.Series(samples) assert Check.is_outlier(x, 5) == []
def test_is_outlier_4(): samples = [4551, 7875, 931, 1322, 7795, 22005, 78, 95, 9874, 12365] x = pd.Series(samples) assert Check.is_outlier(x, 2) == [22005]
def test_is_outlier(): df = pd.read_csv( os.path.join(os.path.dirname(__file__), 'data', 'Freedman.csv')) check = Check() print(check.is_outlier(df['crime'], 3))