读取excel文件

import pandas as pd  
df = pd.DataFrame({'ID'=[1,2,3],'Name':['Tim','Victor','Nick']})  创建实例
df.to_excel('D:/Temp/output.xlsx')  创建一个方法
print('Done!')
import pandas as pd
people =pd.read_excel('D:/Temp/People.xlsx') #读People EXcel文件
print(people.shape) #People 文件行列数
print(people.columns) #查询列名
print(people.head(3)) #查询前三行
import pandas as pd
people =pd.read_excel('D:/Temp/People.xlsx',header = None)  #没有列名

people.columns = ['ID','Type','Title','Firstname','middlename','lastname'] #添加列名
print(people.columns)

  

import pandas as pd

  

people =pd.read_excel('D:/Temp/People.xlsx', header = 1) #第一行不是列名,第二行才是
people.set_index('ID',inplace=True)  #将ID变为index索引
print(people.columns) 

people.to_excel('d:/Temp/output.xlsx') #原文件输出为Output文件
print('Done')

  

import pandas as pd
df = pd.read_excel('D:/Temp/output.xlsx',index_col='ID')   #上一步输出的Output虽然没有index 索引 但是不加index_col='ID'在生成Output时还是会多出一个空索引.

df.to_excel('D:/Temp/output2.xlsx')

print('Done@!')

  

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转载自www.cnblogs.com/inserence/p/10939557.html