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Haskell Data Analysis cookbook

You're reading from   Haskell Data Analysis cookbook Explore intuitive data analysis techniques and powerful machine learning methods using over 130 practical recipes

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Product type Paperback
Published in Jun 2014
Publisher
ISBN-13 9781783286331
Length 334 pages
Edition 1st Edition
Languages
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Author (1):
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Nishant Shukla Nishant Shukla
Author Profile Icon Nishant Shukla
Nishant Shukla
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Toc

Table of Contents (14) Chapters Close

Preface 1. The Hunt for Data FREE CHAPTER 2. Integrity and Inspection 3. The Science of Words 4. Data Hashing 5. The Dance with Trees 6. Graph Fundamentals 7. Statistics and Analysis 8. Clustering and Classification 9. Parallel and Concurrent Design 10. Real-time Data 11. Visualizing Data 12. Exporting and Presenting Index

Validating records by matching regular expressions


A regular expression is a language for matching patterns in a string. Our Haskell code can process a regular expression to examine a text and tell us whether or not it matches the rules described by the expression. Regular expression matching can be used to validate or identify a pattern in the text.

In this recipe, we will read a corpus of English text to find possible candidates of full names in a sea of words. Full names usually consist of two words that start with a capital letter. We use this heuristic to extract all the names from an article.

Getting ready

Create an input.txt file with some text. In this example, we use a snippet from a New York Times article on dinosaurs (http://www.nytimes.com/2013/12/17/science/earth/outsider-challenges-papers-on-growth-of-dinosaurs.html)

Other co-authors of Dr. Erickson's include Mark Norell, chairman of paleontology at the American Museum of Natural History; Philip Currie, a professor of dinosaur...

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