Data Wrangling with Python: Tips and Tools to Make Your Life Easier
Jarmul, Katharine,Kazil, Jacqueline
Language: English
Published by O'Reilly Media, 2016
- Softcover
- Used

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- Title
- Data Wrangling with Python: Tips and Tools to Make Your Life Easier
- Author
- Jarmul, Katharine,Kazil, Jacqueline
- Publisher
- O'Reilly Media
- Publication year
- 2016
- Condition
- Good
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1491948817
- ISBN 13
- 9781491948811
How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that’s initially too messy or difficult to access. You don't need to know a thing about the Python programming language to get started.
Through various step-by-step exercises, you’ll learn how to acquire, clean, analyze, and present data efficiently. You’ll also discover how to automate your data process, schedule file- editing and clean-up tasks, process larger datasets, and create compelling stories with data you obtain.
- Quickly learn basic Python syntax, data types, and language concepts
- Work with both machine-readable and human-consumable data
- Scrape websites and APIs to find a bounty of useful information
- Clean and format data to eliminate duplicates and errors in your datasets
- Learn when to standardize data and when to test and script data cleanup
- Explore and analyze your datasets with new Python libraries and techniques
- Use Python solutions to automate your entire data-wrangling process
"Synopsis" may belong to another edition of this title.
About the Author
Katharine Jarmul is a Python developer who enjoys data analysis and acquisition, web scraping, teaching Python and all things Unix. She has worked at small and large start ups before starting her consulting career overseas. Originally from Los Angeles, she learned Python while working at the Washington Post in 2008. As one of the founders of PyLadies (http://pyladies.org/), Katharine hopes to promote diversity in Python and other open source languages through education and training. She has led numerous workshops and tutorials ranging from beginner to advanced topics in Python. For more information on upcoming trainings, reach out to her on Twitter (http://twitter.com/kjam) or her her web site (http://kjamistan.com/).
"About the title" may belong to another edition of this title.
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