Jtdylktuy

I have multiple data frames with same column names. I want to write them together to an excel sheet stacked vertically on top of each other. And between each, there will be a text occupying a row. This is what I have in mind.

I tried the pandas.ExcelWriter() method, but each dataframe overwrites the previous frame in the sheet, instead of appending.

Note that, I still need multiple sheets for different dataframe, but also multiple dataframes on each sheet. Is it possible? Or any other python library which can dynamically generate the excel sheet from pandas dataframes?

an example to write in same sheet:

import pandas as pd



data1 = """

class    precision   recall 

<18      0.0125         12           

18-24    0.0250         16 

25-34    0.00350         4

"""

data2 = """

class    precision   recall 

<18      0               0           

18-24    0.25            6 

25-34    0.35            5

"""



#create 2 df for sample

df1 = pd.read_csv(pd.compat.StringIO(data1), sep='s+')

df1.name = "Dataframe1"

df2 = pd.read_csv(pd.compat.StringIO(data2), sep='s+')

df2.name = "Dataframe2"

print(df1);print(df2)



writer = pd.ExcelWriter('e:\test.xlsx',engine='xlsxwriter')

workbook=writer.book

worksheet=workbook.add_worksheet('Result')

writer.sheets['Result'] = worksheet

worksheet.write_string(0, 0, df1.name)



df1.to_excel(writer,sheet_name='Result',startrow=1 , startcol=0)

worksheet.write_string(df1.shape[0] + 4, 0, df2.name)

df2.to_excel(writer,sheet_name='Result',startrow=df1.shape[0] + 5, startcol=0)

output:

if you want to write in different sheets:

import pandas as pd



# Create a Pandas Excel writer using XlsxWriter as the engine.

writer = pd.ExcelWriter('e:\test.xlsx', engine='xlsxwriter')



# Write each dataframe to a different worksheet. you could write different string like above if you want

df1.to_excel(writer, sheet_name='Sheet1')

df2.to_excel(writer, sheet_name='Sheet2')



# Close the Pandas Excel writer and output the Excel file.

writer.save()

Several dataframes to same sheet from here and here with selected sheet:

# Position the dataframes in the worksheet.

df1.to_excel(writer, sheet_name='Sheet1')  # Default position, cell A1.

df2.to_excel(writer, sheet_name='Sheet1', startcol=3)

df3.to_excel(writer, sheet_name='Sheet1', startrow=6)

You can open the excel editor and write to it and then save

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

data.to_excel(writer, sheet_name='Sheet1',

                  encoding='utf-8', index=False)

writer.save()

Please refer this answer https://stackoverflow.com/questions/34744863/python-how-to-use-excelwriter-to-write-into-an-existing-worksheet