easy-ml/data/insight/data_explore.py

# -*- coding: utf-8 -*-
"""
@author: yq
@time: 2024/11/13
@desc: 数据探索
"""
import pandas as pd

from commom import f_save_train_df


class DataExplore():

    def __init__(self, ):
        pass

    def distribution(self, df: pd.DataFrame) -> pd.DataFrame:
        """
        数据分布，缺失率，中位数，众数，偏离度等
        """
        pass

    def save(self, df):
        """
        数据探索结果固化
        """
        f_save_train_df("distribution", df)


if __name__ == "__main__":
    pass