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python操作excel表格的方法?這個(gè)問(wèn)題可能是我們?nèi)粘W(xué)習(xí)或工作經(jīng)常見(jiàn)到的。希望通過(guò)這個(gè)問(wèn)題能讓你收獲頗深。下面是小編給大家?guī)?lái)的參考內(nèi)容,讓我們一起來(lái)看看吧!
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Python對(duì)Excel的讀寫(xiě)主要有xlrd、xlwt、xlutils、openpyxl、xlsxwriter幾種。
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1.xlrd主要是用來(lái)讀取excel文件
import xlrd data = xlrd.open_workbook('abcd.xls') # 打開(kāi)xls文件 table = data.sheets()[0] # 打開(kāi)第一張表 nrows = table.nrows # 獲取表的行數(shù) for i in range(nrows): # 循環(huán)逐行打印 if i == 0:# 跳過(guò)第一行 continue print (table.row_values(i)[:13]) # 取前十三列
示例2:
#coding=utf-8 ####################################################### #filename:test_xlrd.py #author:defias #date:xxxx-xx-xx #function:讀excel文件中的數(shù)據(jù) ####################################################### import xlrd #打開(kāi)一個(gè)workbook workbook = xlrd.open_workbook('E:\\Code\\Python\\testdata.xls') #抓取所有sheet頁(yè)的名稱(chēng) worksheets = workbook.sheet_names() print('worksheets is %s' %worksheets) #定位到sheet1 worksheet1 = workbook.sheet_by_name(u'Sheet1') """ #通過(guò)索引順序獲取 worksheet1 = workbook.sheets()[0] #或 worksheet1 = workbook.sheet_by_index(0) """ """ #遍歷所有sheet對(duì)象 for worksheet_name in worksheets: worksheet = workbook.sheet_by_name(worksheet_name) """ #遍歷sheet1中所有行row num_rows = worksheet1.nrows for curr_row in range(num_rows): row = worksheet1.row_values(curr_row) print('row%s is %s' %(curr_row,row)) #遍歷sheet1中所有列col num_cols = worksheet1.ncols for curr_col in range(num_cols): col = worksheet1.col_values(curr_col) print('col%s is %s' %(curr_col,col)) #遍歷sheet1中所有單元格cell for rown in range(num_rows): for coln in range(num_cols): cell = worksheet1.cell_value(rown,coln) print cell """ #其他寫(xiě)法: cell = worksheet1.cell(rown,coln).value print cell #或 cell = worksheet1.row(rown)[coln].value print cell #或 cell = worksheet1.col(coln)[rown].value print cell #獲取單元格中值的類(lèi)型,類(lèi)型 0 empty,1 string, 2 number, 3 date, 4 boolean, 5 error cell_type = worksheet1.cell_type(rown,coln) print cell_type """
2.xlwt主要是用來(lái)寫(xiě)excel文件
import xlwt wbk = xlwt.Workbook() sheet = wbk.add_sheet('sheet 1') sheet.write(0,1,'test text')#第0行第一列寫(xiě)入內(nèi)容 wbk.save('test.xls')
3.xlutils結(jié)合x(chóng)lrd可以達(dá)到修改excel文件的目的
import xlrd from xlutils.copy import copy workbook = xlrd.open_workbook(u'有趣裝逼每日數(shù)據(jù)及趨勢(shì).xls') workbooknew = copy(workbook) ws = workbooknew.get_sheet(0) ws.write(3, 0, 'changed!') workbooknew.save(u'有趣裝逼每日數(shù)據(jù)及趨勢(shì)copy.xls')
4.openpyxl可以對(duì)excel文件進(jìn)行讀寫(xiě)操作
from openpyxl import Workbook from openpyxl import load_workbook from openpyxl.writer.excel import ExcelWriter workbook_ = load_workbook(u"新歌檢索失敗1477881109469.xlsx") sheetnames =workbook_.get_sheet_names() #獲得表單名字 print sheetnames sheet = workbook_.get_sheet_by_name(sheetnames[0]) print sheet.cell(row=3,column=3).value sheet['A1'] = '47' workbook_.save(u"新歌檢索失敗1477881109469_new.xlsx") wb = Workbook() ws = wb.active ws['A1'] = 4 wb.save("新歌檢索失敗.xlsx")
示例2:
import openpyxl # 新建文件 workbook = openpyxl.Workbook() # 寫(xiě)入文件 sheet = workbook.activesheet['A1']='A1' # 保存文件 workbook.save('test.xlsx')
5.xlsxwriter可以寫(xiě)excel文件并加上圖表
import xlsxwriter def get_chart(series): chart = workbook.add_chart({'type': 'line'}) for ses in series: name = ses["name"] values = ses["values"] chart.add_series({ 'name': name, 'categories': 'A2:A10', 'values':values }) chart.set_size({'width': 700, 'height': 350}) return chart if __name__ == '__main__': workbook = xlsxwriter.Workbook(u'H5應(yīng)用中心關(guān)鍵數(shù)據(jù)及趨勢(shì).xlsx') worksheet = workbook.add_worksheet(u"每日PV,UV") headings = ['日期', '平均值'] worksheet.write_row('A1', headings) index=0 for row in range(1,10): for com in [0,1]: worksheet.write(row,com,index) index+=1 series = [{"name":"平均值","values":"B2:B10"}] chart = get_chart(series) chart.set_title ({'name': '每日頁(yè)面分享數(shù)據(jù)'}) worksheet.insert_chart('H7', chart) workbook.close()
示例2:
import xlsxwriter as xw #新建excel workbook = xw.Workbook('myexcel.xlsx') #新建工作薄 worksheet = workbook.add_worksheet() #寫(xiě)入數(shù)據(jù) worksheet.wirte('A1',1) #關(guān)閉保存 workbook.close()
合并表格實(shí)例:
#coding:utf-8 import xlsxwriter import xlrd #新建excel workbook = xlsxwriter.Workbook('廣東.xlsx') #新建工作薄 worksheet = workbook.add_worksheet() count = 1 worksheet.write("A%s"%count,"公司名稱(chēng)") worksheet.write("B%s"%count,"法人") worksheet.write("C%s"%count,"電話(huà)") worksheet.write("D%s"%count,"注冊(cè)資金") worksheet.write("E%s"%count,"注冊(cè)時(shí)間") count+=1 for i in range(1,153): data = xlrd.open_workbook('ah (%s).xls'%i) # 打開(kāi)xls文件 table = data.sheets()[0] # 打開(kāi)第一張表 nrows = table.nrows # 獲取表的行數(shù) for i in range(nrows): # 循環(huán)逐行打印 if i == 0:# 跳過(guò)第一行 continue # print (table.row_values(i)[:5]) # 取前十三列 print(count,table.row_values(i)[:5][0]) #寫(xiě)入數(shù)據(jù) #設(shè)定第一列(A)寬度為20像素 A:E表示從A到E worksheet.set_column('A:A',30) worksheet.set_column('B:E',20) worksheet.write("A%s"%count,table.row_values(i)[:5][0]) worksheet.write("B%s"%count,table.row_values(i)[:5][1]) worksheet.write("C%s"%count,table.row_values(i)[:5][2]) worksheet.write("D%s"%count,table.row_values(i)[:5][3]) worksheet.write("E%s"%count,table.row_values(i)[:5][4]) count+=1 #關(guān)閉保存 workbook.close()
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