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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

Reading data from Excel with Incanter

We've seen how Incanter makes a lot of common data-processing tasks very simple, and reading an Excel spreadsheet is another example of this.

Getting ready

First, make sure that your Leiningen project.clj file contains the right dependencies:

(defproject getting-data "0.1.0-SNAPSHOT"
  :dependencies [[org.clojure/clojure "1.6.0"]
                 [incanter "1.5.5"]"]])

Also, make sure that you've loaded those packages into the REPL or script:

(use 'incanter.core
     'incanter.excel)

Find the Excel spreadsheet you want to work on. The file name of my spreadsheet is data/small-sample-header.xls, as shown in the following screenshot. You can download this from http://www.ericrochester.com/clj-data-analysis/data/small-sample-header.xls.

Getting ready

How to do it…

Now, all you need to do is call incanter.excel/read-xls:

user=> (read-xls "data/small-sample-header.xls")

| given-name | surname |    relation |
|------------+---------+-------------|
|      Gomez |  Addams |      father |
|   Morticia |  Addams |      mother |
|    Pugsley |  Addams |     brother |

How it works…

This can read standard Excel files (.xls) and the XML-based file format introduced in Excel 2003 (.xlsx).

You have been reading a chapter from
Clojure Data Analysis Cookbook - Second Edition - Second Edition
Published in: Jan 2015
Publisher:
ISBN-13: 9781784390297
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