padas生成excel增加sheet表的实例-创新互联

基本介绍

pandas是Python数据挖掘、数据分析中常用的库。而DataFrame生成excel中的sheet表，以及在excel中增加sheet表，在数据分

析中也经常用到。这里以一个简单例子介绍这两个功能的用法，以备不时之需。

例子：

#!/usr/bin/env python


# -*- coding: utf-8 -*-

"""
Version: 0.1
Author: Wang Pei
License: Copyright(c) 2017 Pei.Wang
Summary:
 (1)padas dataframe生成excel
 (2)excel中增加sheet表
"""
import sys
import pandas as pd
from openpyxl import load_workbook

reload(sys)
sys.setdefaultencoding('utf-8')


"""
padas dataframe生成excel
"""
def dataFrame2sheet(dataframe,excelWriter):

 # DataFrame转换成excel中的sheet表
 dataframe.to_excel(excel_writer=excelWriter, sheet_name="info1",index=None)
 dataframe.to_excel(excel_writer=excelWriter, sheet_name="info2",index=None)
 dataframe.to_excel(excel_writer=excelWriter, sheet_name="info3",index=None)

 excelWriter.save()
 excelWriter.close()

"""
excel中新增sheet表
"""
def excelAddSheet(dataframe,excelWriter):

 book = load_workbook(excelWriter.path)
 excelWriter.book = book
 dataframe.to_excel(excel_writer=excelWriter,sheet_name="info5",index=None)
 excelWriter.close()

if __name__ == '__main__':

 # 数据集
 dataSet = [
 {"姓名": "张三", "年龄": 23, "性别": "男"},
 {"姓名": "李四", "年龄": 25, "性别": "男"},
 {"姓名": "王五", "年龄": 21, "性别": "女"}
 ]

 # excelPath
 excelPath="G:\cmcm\ReportAuto\\02TestData\\x.xlsx"

 # 生成DataFrame
 dataframe = pd.DataFrame(dataSet)


 #创建ExcelWriter 对象
 excelWriter=pd.ExcelWriter(excelPath,engine='openpyxl')

 # #生成excel
 #dataFrame2sheet(dataframe,excelWriter)

 #excel中增加sheet
 excelAddSheet(dataframe,excelWriter)