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The Python Data Visualization Landscape in 2020

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The Python Data Visualization Landscape in 2020
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130
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Python offers many different data visualization libraries, and the sheer number of alternatives can be daunting to newcomers. This talk aims to introduce the most important visualization libraries, covering Matplotlib, Plotly, Bokeh and Altair, among others. It also provides a summary of the quickly developing dashboarding solutions, including Dash, Panel and Voila. The goal of talk is not just to provide a simple list of libraries, but also to highlight the main characteristics and inspirations for each, and summarize the recent developments as well. This talk is aimed to people who have some basic experience working with data in Python and would like to get a better understanding of the data visualization tool landscape. Some existing knowledge of pandas DataFrames is beneficial for understanding the examples, but not required.
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AudiovisualisierungVisualization (computer graphics)Analytic setInformation technology consultingAudiovisualisierungBenz planeCentralizer and normalizerUniverse (mathematics)Meeting/Interview
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Information technology consultingVisualization (computer graphics)Visual systemStreamlines, streaklines, and pathlinesFeedbackCodeSubsetSample (statistics)GoogolIntegrated development environmentDefault (computer science)Library (computing)Performance appraisalPoint (geometry)Slide ruleView (database)Presentation of a groupVisualization (computer graphics)WordDatabaseComputer configurationSoftware developerFeedbackOnline helpGoogolIntegrated development environmentSubsetCodeSampling (statistics)Sweep line algorithmComputer animation
02:03
AudiovisualisierungVisualization (computer graphics)CodeRight angleMereologySpeciesCategory of beingFrame problemLibrary (computing)Data structureLevel (video gaming)Computer configurationCodeDifferent (Kate Ryan album)PlotterBitVisualization (computer graphics)ScatteringFlow separationState observerMultiplication signNeuroinformatikUniform resource locatorMeasurementSet (mathematics)InformationField (computer science)Computer animation
03:59
Local GroupAudiovisualisierungVisualization (computer graphics)StatisticsPlot (narrative)Library (computing)Focus (optics)Personal digital assistantVisual systemMathematical optimizationDefault (computer science)Formal grammarInteractive televisionARPANETWeb browserBitGame controllerBuildingRule of inferenceFocus (optics)Multiplication signInteractive televisionWeb applicationCodePlotterStatisticsWrapper (data mining)Level (video gaming)Structural loadWhiteboardLibrary (computing)Presentation of a groupCore dumpView (database)SpeciesSet (mathematics)FreewareLine (geometry)Variable (mathematics)WordGateway (telecommunications)Cartesian coordinate systemDifferent (Kate Ryan album)Graph (mathematics)Group actionGraph coloringFigurate numberMotion captureGoogolScatteringFrame problemNumberCASE <Informatik>Visualization (computer graphics)Interface (computing)Theory of relativityDefault (computer science)Computer configurationSimilarity (geometry)Bounded variationGUI widgetSoftwareImperative programmingSampling (statistics)LengthRight angleSlide rule2 (number)State of matterPoint (geometry)MereologyDigitizingUtility softwareOpen sourceComplex (psychology)Matrix (mathematics)Asynchronous Transfer ModeModulare ProgrammierungLogic gateVector spaceProgram flowchart
12:40
Interactive televisionServer (computing)GUI widgetARPANETVariety (linguistics)Declarative programmingObject (grammar)Open sourceGraph (mathematics)Library (computing)Graph (mathematics)ExpressionAliasingFormal grammarAudiovisualisierungExpressionCodeLibrary (computing)Single-precision floating-point formatTouchscreenDifferent (Kate Ryan album)Line (geometry)Level (video gaming)Object (grammar)Front and back endsCodeLatent heatBitDescriptive statisticsInterface (computing)Flow separationFormal grammarInteractive television1 (number)FamilyGroup actionSet (mathematics)ProteinPoint (geometry)Core dumpNumberStatisticsMereologyPlotterFrame problemVariable (mathematics)GoogolSpeciesWrapper (data mining)Functional (mathematics)Type theoryExpert systemInformationSimilarity (geometry)WebsiteProduct (business)Fundamental theorem of algebraElectric generatorFatou-MengeArrow of timeGraph coloringCategory of beingRevision controlComputer configurationRight angleCircleElectronic mailing listVisualization (computer graphics)Connectivity (graph theory)View (database)Content (media)BlogMultilaterationCartesian coordinate systemGraphics libraryIntrusion detection systemAreaTraffic reportingProjective planeFilm editingScatteringFigurate numberWeightSpacetimeOpen sourceSystem callGraph (mathematics)Key (cryptography)MappingGoodness of fitOpen setAudiovisualisierungComputer animation
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Mobile appComputer configurationMilitary baseRight angleLevel (video gaming)Theory of relativityWrapper (data mining)View (database)Medical imagingMobile appCore dumpResultantInclusion mapCodeSampling (statistics)Game controllerBitVisualization (computer graphics)GUI widgetVirtual machineLibrary (computing)Parameter (computer programming)Different (Kate Ryan album)LaptopCellular automatonBlock (periodic table)Interactive televisionElectric generatorAlgorithmBuildingWeb applicationInformation engineeringStress (mechanics)Endliche ModelltheorieWeb 2.0Term (mathematics)Software frameworkCategory of beingWeb browserPlotterComputer animation
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Visualization (computer graphics)Time evolutionSource codeSlide ruleWebsiteLink (knot theory)Electronic mailing listLaptopGoogolTwitterTwitterOpen setElectronic program guideGoodness of fitSlide ruleLibrary (computing)CodeTerm (mathematics)Software developerMultiplication signConstraint (mathematics)StatisticsVisualization (computer graphics)BitDigitizingNumberCore dumpCoordinate systemDatabaseBlogWebsiteComputer animation
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Multiplication signOpen sourceSlide ruleProteinComputer configurationOpen setPlotterMeeting/Interview
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Graph (mathematics)Object (grammar)AliasingArtificial neural networkOpen sourcePlotterEnterprise architectureComputer configurationVisualization (computer graphics)Library (computing)1 (number)NumberBookmark (World Wide Web)SubsetProjective planeSet (mathematics)Level (video gaming)Multitier architectureView (database)Program flowchartMeeting/Interview
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SicDynamical systemNumberStatisticsText editorLevel (video gaming)Library (computing)
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Benz planeMultiplication signThumbnailAreaLibrary (computing)CASE <Informatik>Chord (peer-to-peer)Meeting/Interview
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