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Automate Excel with Python

A Practical Guide for Nonprogrammers

John Wengler

$105

Paperback

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English
No Starch Press,US
19 May 2026
AI can write the code. You still need to know what it does.

You're already good at Excel. But you're tired of the copy/paste, the helper columns, and the brittle formulas that break when someone adds a row. You want automation, and whether you write the code yourself or let AI generate it, you need to understand what's actually running your business processes.

Automate Excel with Python teaches you to build real workflows, step-by-step. You'll read messy workbooks into pandas dataframes, filter and reshape data without helper columns, merge sources without silent VLOOKUP failures, and export polished results with formatting intact. A capstone chapter ties it together- import a multi-tab workbook, generate exception reports, and email the results-all from one script you run with a single click.

You'll learn how to-

Read existing Excel files you already use into Python, even the messy ones Replace daily copy/paste routines with reusable scripts Merge and match data across sources with auditable results Handle dates, times, and the edge cases that break formulas Export from Python to Excel with column widths, number formats, and frozen panes intact Build workflows that run daily without babysitting

AI can write the code. This book makes sure you're the one in control of it.
By:  
Imprint:   No Starch Press,US
Country of Publication:   United States
Dimensions:   Height: 234mm,  Width: 177mm, 
Weight:   369g
ISBN:   9781718504646
ISBN 10:   1718504640
Pages:   272
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active

John Wengler taught himself Python to automate a spreadsheet process and solve a ""million-dollar problem"" at work. He is the author of Managing Energy Risk and has taught at the Illinois Institute of Technology and Tulane University.

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