编写数据框字典以分隔 Excel 工作表

Posted 2023-03-11

【中文标题】编写数据框字典以分隔 Excel 工作表

【英文标题】：Write dictionary of dataframes to separate excel sheets

【发布时间】：2019-12-04 04:19:44

【问题描述】：

我有一个字典，其中包含“data.csv”中每个状态的数据框。

df=pd.read_csv('data.csv')

dict_of_st = k: v for k, v in df.groupby('Preferred State/Province')

我想将每个数据框写入已存在的工作簿（“test.xlsx”）中的单独 Excel 表中。

我尝试使用 for 循环和load workbook

from openpyxl import load_workbook

book = load_workbook('test.xlsx')
writer = pd.ExcelWriter('test.xlsx', engine='openpyxl') 
writer.book = book
writer.sheets = dict((ws.title, ws) for ws in book.worksheets)

for i in dict_of_st:
    i.to_excel(writer, sheet_name=i)

writer.save()

但是 jupyter notebook 会引发这个错误：

AttributeError                            Traceback (most recent call last)
<ipython-input-8-c1ba1b4d53d8> in <module>
      7 
      8 for i in dict_of_st:
----> 9     i.to_excel(writer, sheet_name=i)
     10 
     11 writer.save()

AttributeError: 'str' object has no attribute 'to_excel'

【参考方案1】：

for x in some_dict 遍历键。您应该显式地遍历返回键值对的items()：

for df_name, df in dict_of_st.items():
    df.to_excel(writer, sheet_name=df_name)