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Basic Chart Types

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Visualizations created with Julius AI

Visualization
Line ChartsTime series data, trends over time
Bar ChartsCategorical comparisons, frequency distributions
Scatter PlotsRelationships between two continuous variables
HistogramsDistribution of single variables
Box PlotsStatistical summaries, outlier detection
Pie ChartsPart-to-whole relationships
HeatmapsCorrelation matrices, 2D data intensity
Violin PlotsDistribution shapes with density

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Advanced Visualization Types

Chart(3) Pn

Visualizations created with Julius AI

Visualization
3D PlotsSurface plots, 3D scatter plots
Geographic MapsChoropleth maps, point maps using geopandas
Network GraphsNode-link diagrams, social networks
Sankey DiagramsFlow visualizations
TreemapsHierarchical data representation
Radar/Spider ChartsMulti-dimensional comparisons
Candlestick ChartsFinancial data visualization
Gantt ChartsProject timelines
Parallel CoordinatesMulti-dimensional data
Sunburst ChartsHierarchical data in circular format

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Interactive Visualizations

Chart(6) Pn

Visualization made with Julius AI

Visualization
PlotlyInteractive web-based charts
BokehInteractive dashboards and applications
AltairGrammar of graphics approach
Streamlit/ DashFull web applications

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Specialized Libraries

Chart(5) Pn

Visualization made with Julius AI

Visualization
SeabornStatistical visualizations
PlotlyInteractive and 3D plots
Geopandas + ContextilyGeographic mapping
NetworkXNetwork analysis and visualization
WordcloudText visualization
MatplotlibFoundation for most plotting

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