uber-common/react-vis
React Vis
react-vis ist eine React-Bibliothek zur Datenvisualisierung und ein deklaratives Charting-Framework, das zur Erstellung komponierbarer grafischer Darstellungen verwendet wird. Es bietet ein System zum Rendern komplexer Visualisierungen durch das Zusammensetzen einfacher Bausteine zu größeren Chart-Strukturen.
Die Bibliothek enthält spezialisierte Werkzeuge für hierarchisches Daten-Mapping mittels Sunburst-Diagrammen und Tree-Maps sowie für die Visualisierung von Flüssen und Beziehungen mittels Sankey-Diagrammen. Sie bietet zudem einen multivariaten Datenvisualisierer zum Plotten hochdimensionaler Daten durch parallele Koordinaten, Radar-Charts und radiale Visualisierungen.
Das Framework unterstützt Standard-Charting-Implementierungen für Linien-, Balken- und Tortendiagramme sowie Chart-Legenden-Management und orthogonale Koordinaten-Plots. Diese Visualisierungen werden unter Verwendung skalierbarer Vektorgrafiken (SVG) generiert.
Features
- Charting Frameworks - Provides a comprehensive library and engine for the programmatic rendering of composable charts.
- Declarative Charting Components - Implements a framework for constructing complex visualizations using a declarative system of modular, nested component building blocks.
- Chart Axes - Renders labeled X and Y axes to represent data relationships in standard coordinate plots.
- Coordinate System Mapping - Implements scale functions that translate raw data values into pixel coordinates for precise element positioning.
- Chart Axis Mappings - Maps quantitative data fields to linear X and Y scales for standard Cartesian coordinate charts.
- Data Visualization Charts - Provides a library for rendering diverse graphical representations of data within React applications.
- General Chart Renderers - Generates standard line, bar, pie, and heat map visualizations from collected data for analysis.
- SVG-Based Vector Rendering - Generates graphics using scalable vector graphics to ensure visual crispness across different resolutions.
- Chart Generators - Provides a comprehensive set of building blocks for generating common business graphics like line, bar, and pie charts.
- Component Composition Primitives - Provides modular primitives that encapsulate graphical logic to facilitate the composition of complex charts.
- Attribute Binding Directives - Binds data properties directly to visual attributes like height, width, and color for dynamic chart generation.
- React Charting Libraries - Provides a comprehensive suite of visualization components specifically designed for the React ecosystem.
- Radar Chart Renderers - Renders multi-variable data as polygons on a circular grid using radar chart logic.
- Radial Charts - Provides radial charts to visualize proportions and cyclical patterns using circular representations.
- Multivariate Visualizations - Includes a toolset for plotting high-dimensional data through parallel coordinates, radar charts, and radial visualizations.
- Flow Diagrams - Maps quantities and transfers between stages using weighted connections in Sankey diagrams.
- Sunburst Charts - Renders hierarchical data as concentric circles with wedge sorting in sunburst diagrams.
- Hierarchical Layouts - Uses algorithms to compute the spatial arrangement of nested shapes for tree maps and sunburst diagrams.
- Hierarchical Tree Visualizers - Provides visual components for rendering nested parent-child relationships through tree maps and sunbursts.
- Tree Maps - Implements tree maps to visualize hierarchical data using nested rectangles of proportional size.
- Multivariate Analysis - Enables the comparison of multiple quantitative variables using high-dimensional plotting techniques.
- Chart Legends - Provides UI elements to identify data series within visualizations using descriptive labels and color keys.
- Parallel Coordinate Charts - Implements parallel coordinate charts for visualizing and comparing high-dimensional datasets.
- Framework Specific Libraries - Collection of React components for common data charts.
