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Java Data Science Cookbook

You're reading from   Java Data Science Cookbook Explore the power of MLlib, DL4j, Weka, and more

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Product type Paperback
Published in Mar 2017
Publisher Packt
ISBN-13 9781787122536
Length 372 pages
Edition 1st Edition
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Author (1):
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Rushdi Shams Rushdi Shams
Author Profile Icon Rushdi Shams
Rushdi Shams
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Toc

Table of Contents (10) Chapters Close

Preface 1. Obtaining and Cleaning Data FREE CHAPTER 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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