Replace Excel Vlookup with Python - Five Minute Python Scripts

Subscriber special! We'll look at how we can replace the vlookup function in excel using python and pandas.
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We'll cover:
- Reading in multiple excel sheets
- Merging dataframes
- Renaming column names
- Exporting to Excel
#Python #Excel #Automation
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Full code from the video:
import pandas as pd
import numpy as np
initial_workbook = 'A.xlsx'
info_workbook = 'B.xlsx'
output_workbook = 'output.xlsx'
df_initial = pd.read_excel(initial_workbook)
df_info = pd.read_excel(info_workbook)
print(df_initial.columns)
print(df_info.columns)
df_initial.rename(columns={'Code':'IDs'}, inplace=True)
df_3 = pd.merge(df_initial, df_info[['IDs','ID']], on='IDs', how='left')
print(df_3)
df_3.rename(columns={'IDs':'Code'}, inplace=True)
df_3 = df_3.replace(np.nan, '', regex=True)
print(df_3)
df_3.to_excel(output_workbook, index=False)
Or find it on my Github here:
github.com/Der...
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Code from this tutorial and all my others can be found on my GitHub:
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