thomasp85/patchwork
Patchwork
Patchwork is a layout manager for combining multiple ggplot2 graphics into a single complex arrangement. It functions as a multi-plot composition tool and data visualization orchestrator, allowing independent graphics to be arranged into grids and nested layouts using additive and functional syntax.
The system differentiates itself through a broadcast-based style application that propagates themes and scales across all subplots to maintain visual consistency. It also features guide-merging reconciliation to identify and collapse redundant legends into a single shared global guide.
The framework covers spatial distribution through grid dimension control and layout spacer insertion, as well as the integration of non-plot elements like tables. Additional capabilities include the placement of plot insets using relative coordinates, the addition of global annotations such as titles and captions, and the tagging of individual panels for reference.
Features
- Chart Layout Composition - Functions as a layout manager for organizing multiple independent ggplot2 graphics into a single complex arrangement.
- Plot - Organizing separate graphics into grids or nested structures while controlling spatial distribution and aspect ratios.
- Grid Composition Tools - Provides tools for arranging multiple subplots in structured layouts using additive and functional syntax.
- Plot Styling Configurators - Serves as a utility for broadcasting consistent themes, scales, and geometries across all subplots.
- Grid Plot Arrangements - Provides additive and functional syntax to arrange multiple plots side-by-side or stacked vertically in grids.
- Data Visualization Orchestration - Manages global annotations, shared legends, and synchronized axes across a collection of related plots.
- Data Visualization Styling - Applying consistent themes, scales, and global annotations across a group of subplots to ensure visual coherence.
- Style Broadcasting - Broadcasts themes and scales across all subplots in a combined layout to maintain visual coherence.
- Grid-Based Graphic Assembly - Defines relative row and column dimensions and inserts spacers to organize plots and tables.
- Grid Dimension Adjustments - Allows precise structural alignment of plots by adjusting row heights and column widths within a grid layout.
- Legend Reconciliation - Collapses redundant legends across multiple panels into a single shared global guide to reduce visual noise.
- Global Style Broadcasting - Propagates themes and scales across all subplots to maintain visual consistency across a combined figure.
- Axis Synchronization - Removes redundant axis labels or titles from adjacent plots that share the same scale to simplify the interface.
- Relative Coordinate Insets - Supports the placement of smaller plot insets using normalized coordinates relative to a primary panel.
- Plot Inset Integration - Positions smaller graphics inside a primary plot area using a normalized coordinate system relative to the parent panel.
- Academic Figure Pipelines - Facilitates the creation of publication-quality scientific figures by arranging multiple visualizations with precise alignment.
- Plot Annotations - Provides the ability to add overarching titles, subtitles, and captions to a group of combined graphics.
- Panel Labeling - Provides the ability to tag individual panels with sequential labels for easier documentation referencing.
- Plot Component Optimization - Merges redundant legends and synchronizes axes across multiple plots to reduce visual noise.
- Shared Guide Consolidation - Collapses redundant legends across multiple panels into a single shared global guide to reduce visual noise.
- Global Figure Annotations - Adds global titles, captions, and alphanumeric labels to identify individual panels within a combined figure.
- Layout Spacers - Enables the addition of blank areas to layouts to ensure better visual separation between plots.
- Positional Subplot Targeting - Allows for the modification of specific nested plots within a composition using a positional coordinate system.
- Graphic Displays - Combining separate plots into one graphic.
- Visualization and Reporting - Tool for combining multiple ggplot2 graphics into one layout.
