import pandas as pd
import numpy as np
df_describe = pd.DataFrame(dataset)
df_describe.describe()
please note that dataset is your np.array to describe.
import pandas as pd
import numpy as np
df_describe = pd.DataFrame('your np.array')
df_describe.describe()