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Practical Data Analysis

You're reading from  Practical Data Analysis

Product type Book
Published in Oct 2013
Publisher Packt
ISBN-13 9781783280995
Pages 360 pages
Edition 1st Edition
Languages
Author (1):
Hector Cuesta Hector Cuesta
Profile icon Hector Cuesta
Toc

Table of Contents (24) Chapters close

Practical Data Analysis
Credits
Foreword
About the Author
Acknowledgments
About the Reviewers
www.PacktPub.com
Preface
1. Getting Started 2. Working with Data 3. Data Visualization 4. Text Classification 5. Similarity-based Image Retrieval 6. Simulation of Stock Prices 7. Predicting Gold Prices 8. Working with Support Vector Machines 9. Modeling Infectious Disease with Cellular Automata 10. Working with Social Graphs 11. Sentiment Analysis of Twitter Data 12. Data Processing and Aggregation with MongoDB 13. Working with MapReduce 14. Online Data Analysis with IPython and Wakari Setting Up the Infrastructure Index

Graph visualization with D3.js


D3.js provides us with the d3.layout.force() function that use the Force Atlas layout algorithm and help us to visualize our graph. Refer to Chapter 3, Data Visualization, for instructions on how to create D3.js visualizations.

  1. Firstly, we need to define the CSS style for the nodes, links, and node labels.

    <style>
    
    .link {
      fill: none;
      stroke: #666;
      stroke-width: 1.5px;
    }
    
    .node circle {
      fill: steelblue;
      stroke: #fff;
      stroke-width: 1.5px;
    }
    
    .node text {
      pointer-events: none;
      font: 10px sans-serif;
    }
    </style>
  2. Then, we need to refer the d3js library.

    <script src="http://d3js.org/d3.v3.min.js"></script>
  3. Then, we need to define the width and height parameters for the svg container and include into the body tag.

    var width = 1100,
        height = 800
    
    var svg = d3.select("body").append("svg")
        .attr("width", width)
        .attr("height", height);
  4. Now, we define the properties of the force layout such as gravity, distance, and size.

    var...
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