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Java Data Science Cookbook

You're reading from  Java Data Science Cookbook

Product type Book
Published in Mar 2017
Publisher Packt
ISBN-13 9781787122536
Pages 372 pages
Edition 1st Edition
Languages
Author (1):
Rushdi Shams Rushdi Shams
Profile icon Rushdi Shams
Toc

Table of Contents (16) Chapters close

Java Data Science Cookbook
Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface
1. Obtaining and Cleaning Data 2. Indexing and Searching Data 3. Analyzing Data Statistically 4. Learning from Data - Part 1 5. Learning from Data - Part 2 6. Retrieving Information from Text Data 7. Handling Big Data 8. Learn Deeply from Data 9. Visualizing Data

Counting word frequency in a string using Java 8


This recipe does not use the Apache Commons Math library to count frequencies of words in a given string; rather it uses core libraries and mechanisms introduced in Java 8.

Note

There are many ways to implement a working example that counts word frequencies, and therefore, the readers are encouraged to look at many implementations of this recipe in Java versions released earlier than 8.

How to do it...

  1. Create a method that takes a string argument. We will be counting frequencies of the words in this string:

            public void getFreqStats(String str){ 
    
  2. Create a Stream from the given string. In our case, we will be converting the string to lower case and identify words based on a regular expression \W+. The process of converting a string into a stream will be done in parallel:

            Stream<String> stream =   
              Stream.of(str.toLowerCase().split("\\W+")).parallel(); 
    
  3. We will be collecting the words and their frequencies...

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