使用数据框创建附加数据后将其写入excel

Question

import pandas as pd
df1 = pd.DataFrame(Numpy_Array1)
df2 = pd.DataFrame(Numpy_Array2)
writer = pd.ExcelWriter('Results.xlsx', engine='xlsxwriter')
df1.to_excel(writer, sheet_name = 'Array1')
df2.to_excel(writer, sheet_name = 'Array2')
writer.save()

您好，我已经编写了一些数据框以使用ExcelWriter表现出色，现在我想在每张表的最后一行的正下方（每行之间留出一行）直接在每张表中添加以下内容：

a=10
b=20
c=40
d=80 

我该怎么做？

Answer 1

这是一种实现方法：

import pandas as pd

Numpy_Array1 = [10, 20, 30, 20, 15]
Numpy_Array2 = [10, 20, 30, 20, 15, 30, 45]

df1 = pd.DataFrame(Numpy_Array1)
df2 = pd.DataFrame(Numpy_Array2)

writer = pd.ExcelWriter('Results.xlsx', engine='xlsxwriter')

df1.to_excel(writer, sheet_name = 'Array1')
df2.to_excel(writer, sheet_name = 'Array2')


workbook = writer.book

worksheet = writer.sheets['Array1']
last_row = len(Numpy_Array1) + 2  # Allow for header row and padding.
col = 0
worksheet.write(last_row + 0, col, 'a')
worksheet.write(last_row + 1, col, 'b')
worksheet.write(last_row + 2, col, 'c')
worksheet.write(last_row + 3, col, 'd')

col = 1
worksheet.write(last_row + 0, col, 10)
worksheet.write(last_row + 1, col, 20)
worksheet.write(last_row + 2, col, 40)
worksheet.write(last_row + 3, col, 80)

# Repeat for Numpy_Array2 or add a loop.

writer.save()

输出：

该解决方案的关键是获取基础工作簿以及工作表的句柄。有关更多信息，请参见XlsxWriter文档的Working with Pandas chapter。