Python将excel中C列不是1的数据标记为A
时间: 2023-12-10 09:41:21 浏览: 99
可以使用Python中的pandas和openpyxl模块来实现将Excel中C列不是1的数据标记为A的操作。具体步骤如下:
1. 使用pandas模块读取Excel文件,将数据存储到DataFrame对象中。
```
import pandas as pd
df = pd.read_excel('example.xlsx')
```
2. 遍历DataFrame对象的C列,判断其值是否为1,如果不是则将对应行的A列的值标记为A。
```
for index, row in df.iterrows():
if row['C'] != 1:
df.at[index, 'A'] = 'A'
```
3. 使用openpyxl模块将修改后的数据写入Excel文件中。
```
from openpyxl import load_workbook
book = load_workbook('example.xlsx')
writer = pd.ExcelWriter('example.xlsx', engine='openpyxl')
writer.book = book
writer.sheets = dict((ws.title, ws) for ws in book.worksheets)
df.to_excel(writer, index=False)
writer.save()
```
完整代码如下:
```
import pandas as pd
from openpyxl import load_workbook
df = pd.read_excel('example.xlsx')
for index, row in df.iterrows():
if row['C'] != 1:
df.at[index, 'A'] = 'A'
book = load_workbook('example.xlsx')
writer = pd.ExcelWriter('example.xlsx', engine='openpyxl')
writer.book = book
writer.sheets = dict((ws.title, ws) for ws in book.worksheets)
df.to_excel(writer, index=False)
writer.save()
```
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