Pandas write dataframes to multiple sheets in Excel
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date_range 10/03/2022 09:33 info
Do you generate multiple dataframes and write each one out to its own excel or csv file?
You can quickly generate a single excel with mutiple sheet with the below snippet
pip install xlsxwriter
You can also use openpyxl as the excel engine, but for multiple sheets, I will recommend using xlsxwriter
I assume you already have pandas installed
import pandas as pd
data = {'Name':['Tom', 'Brad', 'Kyle', 'Jerry'],
'Age':[20, 21, 19, 18],
'Height' : [6.1, 5.9, 6.0, 6.1]
}
df = pd.DataFrame(data)
I will split the dataframe in 2 and save each part of the dataframe on a seperate sheet
import xlsxwriter
with pd.ExcelWriter('file path') as writer:
df[:2].to_excel(writer, "Sheet_name_1", header=1, index=false, engine="xlsxwriter")
df[2:].to_excel(writer, "Sheet_name_2", header=1, index=false, engine="xlsxwriter")
writer.save()
For more details on the configuartion available on the to_excel pandas function refer to Pandas Documentation