Visualization
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Data Viz
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Data Scientists Wear Two Hats
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Capturing value
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Demonstrating Value
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Visualization: Working Modes
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Exploration
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Interactivity
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Static Deploys
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One Lib to Rule Them All
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MPL Backend
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Imperative
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Declarative
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Declarative Grammars
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Grammar of Graphics
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Seaborn - Pidgin (?) of Graphics
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ggplot2
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R code
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plotnine
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Javascript and HTML5
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Why?
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Interactivity!
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Deployability!
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HTML Deploys
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D3
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Vega-Lite
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But Wait! There’s More!
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Hybrids
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PyViz - The New Breed
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Micro apps for viz
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Bokeh
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PyViz HoloViz
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HoloViews, hvPlot, GeoViews
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Panel for Apps
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… and, of course, plotly/dash
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Streamlit
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Colormaps
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Color for Science
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Kinds of Color
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Qualitative
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Sequential
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Divergent
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Colorspace
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Qualitative Color
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Sequential Color
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Perceptually Uniform Maps
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Never jet
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Divergent
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Data Shading
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Big Data Pitfalls
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Visualization As Map Reduce
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Datashader
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Readings
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