猜你能做到

import scipy.stats as st

>>> pd.Series(map(lambda k: st.spearmanr(k[0], k[1])[0],
                  zip(df.values, df2.values)),    
              index=df.index)
2018    0.7
2017    0.6
2016    0.3
2015    0.2
dtype: float64