Data Wrangling with Python

£26.99

Data Wrangling with Python

Tips and Tools to Make Your Life Easier

Computer programming / software engineering Web programming Programming and scripting languages: general Data capture and analysis Data mining Computer science

Authors: Jacqueline Kazil, Katharine Jarmul

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Language: English

Published by: O'Reilly Media

Published on: 4th February 2016

Format: LCP-protected ePub

Size: 5 Mb

ISBN: 9781491948774


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.

What you'll learn:

  • 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

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