1.读Excel的sheet名
import xlrd
def get_sheetnames(filename):
workbook = xlrd.open_workbook(filename) # 打开工作簿
sheets = workbook.sheet_names()
return sheets
2.删除默认sheet页,例如:Sheet1,Sheet2等等啊
def remove_worksheet(sheetnames):
n = len(sheetnames)
bek = []
for i in range(n):
if "Sheet" in sheetnames[i]: #此处可改成任意你希望删除的sheet页的名字
bek.append(i)
sheets = [sheetnames[i] for i in range(n) if (i not in bek)]
return sheets
如果在遍历时直接使用list.remove()删除,会导致索引顺序的改变,list里后续的值会依次向前移动,在遍历时,会漏掉部分数据,导致删除错误。
3.遍历写入单元格
使用xlsxwriter模块,新建一个workbook
import xlsxwriter
workbook = xlsxwriter.Workbook(filename)
def write_excel(workbook,sheet_name,df,loc):
bold = workbook.add_format({'bold': True}) 表头格式:加粗
style = workbook.add_format({
"fg_color": "red", # 单元格的背景颜色
"bold": 1, # 字体加粗
# "align": "center", # 对齐方式
# "valign": "vcenter", # 字体对齐方式
# "font_color": "red" # 字体颜色
}) #需要填充单元格背景色的格式,单元格红色文字加粗
worksheet = workbook.add_worksheet(sheet_name)
#表头
worksheet.write(0, 0, '日期', bold) #dataframe的索引列为日期,在遍历columns前单独加一个
for j in range(df.shape[1]):
worksheet.write(0,j+1,df.columns[j].replace(sheet_name,''),bold)
#按列写入,A2也可直接写row,col,写入索引列
worksheet.write_column('A2', df.index.tolist())
#将dataframe的值遍历写入,loc为需要标记的位置[索引,列名]
for i,date in enumerate(df.index) :
for j,city in enumerate(df.columns):
if [date,city] in loc:
worksheet.write(i+1, j+1, df.loc[date,city], style)
#处理nan
else:
try:
worksheet.write(i+1,j+1,df.loc[date,city])
except:
pass



