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Writing multiple Data frame in same excel sheet one below other in python

Reproduced code :

import numpy as np 
import pandas as pd

# Create a Dataframe
df1 = pd.DataFrame(np.random.rand(8).reshape(4,2),columns=['X','Y']);print(df1.shape)
df2 = pd.DataFrame(np.random.rand(6).reshape(3,2),columns=['X','Y']);print(df2.shape)
df3 = pd.DataFrame(np.random.rand(10).reshape(5,2),columns=['X','Y']);print(df3.shape)

These above three data frame which has same columns but different rows , need to written in same excel sheet one below other . Expected Output as shown below. DataFrame in single sheet one below other

Note: No of dataframe may vary

like image 848
Nabi Shaikh Avatar asked May 23 '26 07:05

Nabi Shaikh


1 Answers

Here is one way to do this:

dfs = [df1, df2, df3]
startrow = 0
with pd.ExcelWriter('output.xlsx') as writer:
    for df in dfs:
        df.to_excel(writer, engine="xlsxwriter", startrow=startrow)
        startrow += (df.shape[0] + 2)

Alternatively, if you want a single header at the top of the sheet:

dfs = [df1, df2, df3]
with pd.ExcelWriter('output.xlsx') as writer:
    dfs[0].to_excel(writer, engine="xlsxwriter", startrow=0)
    startrow = dfs[0].shape[0] + 2
    for df in dfs[1:]:
        df.to_excel(writer, engine="xlsxwriter", startrow=startrow, header=False)
        startrow += (df.shape[0] + 2)
like image 133
Laurent Avatar answered May 26 '26 02:05

Laurent