Visualizing Data - GBV

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Visualizing DataBen FryO'REILLY8Beijing Cambridge Farnham Köln Sebastopol Taipei Tokyo

Table of ContentsPrefacevii1. The Seven Stages of Visualizing DataWhy Data Display Requires PlanningAn ExampleIteration and CombinationPrinciplesOnward1261415182. Getting Started with ProcessingSketching with ProcessingExporting and Distributing Your WorkExamples and ReferenceFunctionsSketching and ScriptingReady?192023242728303. MappingDrawing a MapLocations on a MapData on a MapUsing Your Own DataNext Steps313132345153Hi

iv4. Time SeriesMilk, Tea, and Coffee (Acquire and Parse)Cleaning the Table (Filter and Mine)A Simple Plot (Represent and Refine)Labeling the Current Data Set (Refine and Interact)Drawing Axis Labels (Refine)Choosing a Proper Representation (Represent and Refine)Using Rollovers to Highlight Points (Interact)Ways to Connect Points (Refine)Text Labels As Tabbed Panes (Interact)Interpolation Between Data Sets (Interact)End of the Series5455555759627376778387925. Connections and CorrelationsChanging Data SourcesProblem StatementPreprocessingUsing the Preprocessed Data (Acquire, Parse, Filter, Mine)Displaying the Results (Represent)Returning to the Question (Refine)Sophisticated Sorting: Using Salary As a Tiebreaker (Mine)Moving to Multiple Days (Interact)Smoothing Out the Interaction (Refine)Deployment Considerations (Acquire, Parse, Filter)949495961111181211261271321336. Scatterplot MapsPreprocessingLoading the Data (Acquire and Parse)Drawing a Scatterplot of Zip Codes (Mine and Represent)Highlighting Points While Typing (Refine and Interact)Show the Currently Selected Point (Refine)Progressively Dimming and Brightening Points (Refine)Zooming In (Interact)Changing How Points Are Drawn When Zooming (Refine)Deployment Issues (Acquire and Refine)Next Steps145145155157158162165167177178180Table of Contents

7. Trees, Hierarchies, and RecursionUsing Recursion to Build a Directory TreeUsing a Queue to Load Asynchronously (Interact)An Introduction to TreemapsWhich Files Are Using the Most Space?Viewing Folder Contents (Interact)Improving the Treemap Display (Refine)Flying Through Files (Interact)Next Steps1821821861891941992012082198. Networks and GraphsSimple Graph DemoA More Complicated GraphApproaching Network ProblemsAdvanced Graph ExampleMining Additional Information2202202292402422629. Acquiring DataWhere to Find DataTools for Acquiring Data from the InternetLocating Files for Use with ProcessingLoading Text DataDealing with Files and FoldersListing Files in a FolderAsynchronous Image DownloadsUsing openStream() As a Bridge to JavaDealing with Byte ArraysAdvanced Web TechniquesUsing a DatabaseDealing with a Large Number of Files26426526626827027627728128428428428829510. Parsing DataLevels of EffortTools for Gathering CluesText Is BestText Markup Languages296296298299303Table of Contentsv

11.Regular Expressions (regexps)Grammars and BNF NotationCompressed DataVectors and GeometryBinary Data FormatsAdvanced Detective Work316316317320325328Integrating Processing with JavaProgramming ModesAdditional Source Files (Tabs)The PreprocessorAPI StructureEmbedding PApplet into Java ApplicationsUsing Java Code in a Processing SketchUsing LibrariesBuilding with the Source for aphy345Index349viTable of Contents

Visualizing Data Ben Fry O'REILLY8 Beijing Cambridge Farnham Köln Sebastopol Taipei Tokyo . Table of Contents Preface vii 1. The Seven Stages of Visualizing Data 1 Why Data Display Requires Planning 2 An Example 6 Iteration and Combination 14 Principles 15 Onward 18 2. Getting Started with Processing 19

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