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Data wrangling with Python /

by Kazil, Jacqueline,
Authors: Jarmul, Katharine,%author. Published by : O'Reilly Media, (Sebastopol, CA :) Physical details: xvi, 488 p. : ill. ; 23 cm. ISBN: 1491948817 Subject(s): Python (Computer program language) | Data mining. Year: 2016
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Item type Location Call Number Status Notes Date Due
Book Book AUM Main Library English Collections Hall 005.133 K239 (Browse Shelf) Available invoice 2021/1473
Book Book AUM Main Library English Collections Hall 005.133 K239 (Browse Shelf) Available invoice 2021/1473

Includes index.

Introduction to Python -- Python basics -- Data meant to be read by machines -- Working with Excel files -- PDFs and problem solving in Python -- Acquiring and storing data -- Data cleanup: investigation, matching, and formatting -- Data cleanup: standardizing and scripting -- Data exploration and analysis -- Presenting your data -- Web scraping: acquiring and storing data from the web -- Advanced web scraping: screen scrapers and spiders -- APIs -- Automation and scaling -- Conclusion.

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