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Clojure Data Analysis Cookbook - Second Edition

You're reading from   Clojure Data Analysis Cookbook - Second Edition Dive into data analysis with Clojure through over 100 practical recipes for every stage of the analysis and collection process

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Product type Paperback
Published in Jan 2015
Publisher
ISBN-13 9781784390297
Length 372 pages
Edition 2nd Edition
Languages
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Author (1):
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Eric Richard Rochester Eric Richard Rochester
Author Profile Icon Eric Richard Rochester
Eric Richard Rochester
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Toc

Table of Contents (14) Chapters Close

Preface 1. Importing Data for Analysis FREE CHAPTER 2. Cleaning and Validating Data 3. Managing Complexity with Concurrent Programming 4. Improving Performance with Parallel Programming 5. Distributed Data Processing with Cascalog 6. Working with Incanter Datasets 7. Statistical Data Analysis with Incanter 8. Working with Mathematica and R 9. Clustering, Classifying, and Working with Weka 10. Working with Unstructured and Textual Data 11. Graphing in Incanter 12. Creating Charts for the Web Index

Creating function plots with Incanter

Sometimes we don't want to graph data, but plot the values of a function over a given domain instead. In this recipe, we'll see how to graph an inverse log function, although any other function would work just as well.

Getting ready

We'll use the same dependencies in our project.clj file as we did in Creating scatter plots with Incanter.

We'll use this set of imports in our script or REPL:

(require '[incanter.core :as i]
         '[incanter.charts :as c])

How to do it...

We just create and display a function-plot object:

(def f-plot
  (c/function-plot
    #(/ 1.0 (Math/log %)) 0.0 0.99
    :title "Inverse log function."
    :y-label "Inverse log"))
 i/view f-plot)

The graph is, as we would expect, like this:

How to do it...

How it works...

The incanter.charts/function-plot function takes the function to plot and the range of the domain (from 0.0 to 1.0 in this case). We've added some labels to make things clearer, but overall...

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