f49809322491c857d435bb12f5de7b09aac2d181,linearmodels/tests/panel/test_data.py,,panel,#,28

Before Change

@pytest.fixture
def panel():
    n, t, k = 11, 7, 3
    x = np.random.random((k, t, n))
    major = pd.date_range("12-31-1999", periods=7)
    items = ["var.{0}".format(i) for i in range(1, k + 1)]
    minor = ["entities.{0}".format(i) for i in range(1, n + 1)]
    return pd.Panel(x, items=items, major_axis=major, minor_axis=minor)

After Change

@pytest.fixture
def panel():
    np.random.seed(12345)
    n, t, k = 11, 7, 3
    x = np.random.standard_normal((k, t, n))
    major = pd.date_range("12-31-1999", periods=7)
    items = ["var.{0}".format(i) for i in range(1, k + 1)]

Instances