基本介紹

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pandas是Python數(shù)據(jù)挖掘、數(shù)據(jù)分析中常用的庫(kù)。而DataFrame生成excel中的sheet表，以及在excel中增加sheet表，在數(shù)據(jù)分

析中也經(jīng)常用到。這里以一個(gè)簡(jiǎn)單例子介紹這兩個(gè)功能的用法，以備不時(shí)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轉(zhuǎn)換成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__':

 # 數(shù)據(jù)集
 dataSet = [
 {"姓名": "張三", "年齡": 23, "性別": "男"},
 {"姓名": "李四", "年齡": 25, "性別": "男"},
 {"姓名": "王五", "年齡": 21, "性別": "女"}
 ]

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

 # 生成DataFrame
 dataframe = pd.DataFrame(dataSet)


 #創(chuàng)建ExcelWriter 對(duì)象
 excelWriter=pd.ExcelWriter(excelPath,engine='openpyxl')

 # #生成excel
 #dataFrame2sheet(dataframe,excelWriter)

 #excel中增加sheet
 excelAddSheet(dataframe,excelWriter)

網(wǎng)頁(yè)名稱：padas生成excel增加sheet表的實(shí)例-創(chuàng)新互聯(lián)
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