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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

Displaying a scatter plot of two-dimensional points

This recipe covers a quick and easy way to visualize a list of 2D points as scattered dots within an image.

Getting ready

The library used in this recipe uses gnuplot to render the graph. We should first install gnuplot.

On Debian-based systems such as Ubuntu, we can install it using apt-get as follows:

$ sudo apt-get install gnuplot-x11

The official place to download gnuplot is from its main website, http://www.gnuplot.info.

After gnuplot is set up, install the easyplot Haskell library using cabal as follows:

$ cabal install easyplot

Also, install a helper CSV package as follows:

$ cabal install csv

Also, create two comma-separated files, input1.csv and input2.csv, which represent two separate sets of points as follows:

$ cat input1.csv
1,2
3,2
2,3
2,2
3,1
2,2
2,1
$ cat input2.csv
7,4
8,4
6,4
7,5
7,3
6,4
7,6

How to do it…

  1. Import the relevant packages as follows:
    import Graphics.EasyPlot
    
    import Text.CSV
  2. Define a helper function to convert...
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