Data Wrangling with Python: Tips and Tools to Make Your Life Easier - Softcover

Kazil, Jacqueline; Jarmul, Katharine

  • 3.33 out of 5 stars
    43 ratings by Goodreads
 
9781491948811: Data Wrangling with Python: Tips and Tools to Make Your Life Easier
Softcover
ISBN 10: 1491948817 ISBN 13: 9781491948811
Publisher: O'Reilly Media, 2016

Synopsis

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 Authors

Jacqueline Kazil is a data lover. In her career, she has worked in technology focusing in finance, government, and journalism. Most notably, she is a former Presidential Innovation Fellow and co-founded a technology organization in government called 18F. Her career has consisted of many data science and wrangling projects including Geoq, an open source mapping workflow tool, Congress.gov remake, and Top Secret America. She is active in the Python and data related communities -- Python Software Foundation, PyLadies, Women Data Science DC, and more. She teaches Python in Washington, D.C. at meetups, conferences, and mini bootcamps. She often pair programs with her sidekick, Ellie (@ellie_the_brave). You can find her on Twitter @jackiekazil or follow her blog, The coderSnorts (https://medium.com/coder-snorts).

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 this title" may belong to another edition of this title.

Publisher
O'Reilly Media
Publication date
2016
Language
English
ISBN 10 
1491948817
ISBN 13 
9781491948811
Binding
Paperback
Edition number
1
Number of pages
508
Rating
  • 3.33 out of 5 stars
    43 ratings by Goodreads

Other Popular Editions of the Same Title

9789352133352: Data Wrangling with Python

Featured Edition

ISBN 10:  9352133358 ISBN 13:  9789352133352
Publisher: Shroff Publishers & Distribu..., 2016
Softcover