uber-common/react-vis
React Vis
react-vis est une bibliothèque de visualisation de données React et un framework de création de graphiques déclaratif utilisé pour créer des représentations graphiques composables. Il fournit un système pour rendre des visualisations complexes en composant des blocs de construction simples en structures de graphiques plus larges.
La bibliothèque inclut des outils spécialisés pour le mappage de données hiérarchiques via des diagrammes sunburst et des tree maps, ainsi que la visualisation de flux et de relations utilisant des diagrammes de Sankey. Elle fournit également un visualiseur de données multivariées pour tracer des données de haute dimension via des coordonnées parallèles, des graphiques radar et des visualisations radiales.
Le framework prend en charge les implémentations de graphiques standard pour les graphiques en ligne, en barres et en secteurs, ainsi que la gestion des légendes et les tracés de coordonnées orthogonales. Ces visualisations sont générées en utilisant des graphiques vectoriels scalables (SVG).
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.
