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))