Data wrangling with Python
By: Jacqueline Kazil and Katharine Jarmul
Contributors: Jarmul, Katharine, author
Edition: First edition.
Publisher: O'Reilly Media
Published: 2016
Language: eng
Number of pages: 488
ISBN-13: 9781491948811
Subjects: Python (Computer program language); Data mining
Notes: Includes index.
Table of contents: title: Introduction to Python; title: Python basics; title: Data meant to be read by machines; title: Working with Excel files; title: PDFs and problem solving in Python; title: Acquiring and storing data; title: Data cleanup: investigation, matching, and formatting; title: Data cleanup: standardizing and scripting; title: Data exploration and analysis; title: Presenting your data; title: Web scraping: acquiring and storing data from the web; title: Advanced web scraping: screen scrapers and spiders; title: APIs; title: Automation and scaling; title: Conclusion.