Separate Excel Data into Workbooks by Column Values - Python Pandas Tutorial
Hey Everyone! In this one we'll talk a look at how we can break down a workbook into multiple other workbooks depending ont he value inside a column.
We do it here for all unique values in one of our columns, but you could do the conditional indexing any way you like. I hope this shows you the baseline of how to do it!
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Workbook -
https://drive.google.com/file/d/12p1q...
Full code from the video:
import pandas as pd
excel_file_path = 'training_status.xlsx'
df = pd.read_excel(excel_file_path)
print(df)
split_values = df['Shift'].unique()
print(split_values)
for value in split_values:
df1 = df[df['Shift'] == value]
output_file_name = "Shift_" + str(value) + "_Trainings.xlsx"
df1.to_excel(output_file_name, index=False)
https://github.com/Derrick-Sherrill/D...
Packages (& Versions) used in this video:
Pandas 0.25.0
Python 3.8
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Code from this tutorial and all my others can be found on my GitHub:
https://github.com/Derrick-Sherrill/D...
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