pandas DataFrameで最大最小値の行名,列名を取得(argmax/argmin)

こんな感じでとれます

import pandas as pd
import numpy as np

def argmaxdf(table):
    argmax=lambda A: np.unravel_index(np.array(A).argmax(), np.array(A).shape)
    row, col = argmax(table.values)
    row, col = table.index[row], table.columns[col]
    return row, col

table = pd.DataFrame(pd.DataFrame(np.random.rand(5,8),
                                  index=list("abcde"),
                                  columns=list("fghijklm")))

display(table,
        argmaxdf(table)
       )