sample_program_3_1.py

# -*- coding: utf-8 -*-
"""
@author: hkaneko
"""

import pandas as pd

dataset = pd.read_csv('iris_without_species.csv', index_col=0)

basic_statistics = pd.concat(
    [dataset.min(), dataset.median(), dataset.max(), dataset.mean(), dataset.var(), dataset.std()],
    axis=1).T  # 各統計量を計算し、pd.concat() でそれらを結合
basic_statistics.index = ['min', 'median', 'max', 'mean', 'var', 'std']  # 行の名前を各統計量の名前に変更
basic_statistics.to_csv('basic_statistics.csv')