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Automate Excel with Python: From Manual Grind to One-Click Workflow

Author: John WenglerLanguage: EnglishPublisher: No Starch Press, Inc.Pages: 510Year: 2026
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Description

Automate Excel with Python: From Manual Grind to One-Click Workflow

Artificial intelligence can generate code in seconds, but understanding how that code works is what gives you real control.

If you already rely on Excel for your daily tasks, you know how quickly spreadsheets can become difficult to manage. Repetitive copy-and-paste work, complex formulas, and fragile worksheets often consume valuable time and create unnecessary risks. This book shows you how to move beyond those limitations by using Python to automate and streamline your Excel-based workflows.

Automate Excel with Python provides a practical, hands-on approach to building reliable automation solutions. You’ll learn how to import existing spreadsheets into Python, transform and organize data efficiently, combine information from multiple sources, and generate professional reports without the headaches of manual processing.

Throughout the book, you’ll discover how to:

  • Import and work with real-world Excel files, including complex and unstructured spreadsheets.
  • Eliminate repetitive manual tasks by creating reusable automation scripts.
  • Combine and validate data from different sources with greater accuracy and transparency.
  • Manage dates, times, and other common spreadsheet challenges with confidence.
  • Export polished Excel files while preserving formatting, layouts, and usability features.
  • Create automated processes that run consistently with minimal supervision.

The book concludes with a comprehensive project that brings everything together, guiding you through the creation of a complete workflow that imports data, analyzes results, generates reports, and distributes them automatically.

Whether you write the code yourself or use AI-powered tools to assist you, this book helps you understand the logic behind the automation so you can confidently manage, customize, and improve the systems your work depends on.

Automate Excel with Python: From Manual Grind to One-Click Workflow

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