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scRNA-seq

Functions for plotting single cell RNA-seq data

CellDimPlot()
Cell Dimension Reduction Plot
CellStatPlot()
Cell statistics plot
CellVelocityPlot()
Cell Velocity Plot
FeatureStatPlot()
Visualize feature expression and statistics across cell groups
ClustreePlot()
Visualize cluster stability across clustering resolutions
EnrichmentPlot()
Visualize gene set enrichment and over-representation analysis results
CCCPlot()
Visualize Cell-Cell Communication (CCC) Interactions
MarkersPlot()
Visualize differential expression markers

scTCR-seq/scBCR-seq

Functions for plotting single cell TCR-seq/BCR-seq data

ClonalVolumePlot()
Clonal Volume Plot
ClonalAbundancePlot()
Clonal Abundance Plot
ClonalLengthPlot()
Clonal CDR3 Length Plot
ClonalResidencyPlot()
Clonal Residency Plot
ClonalCompositionPlot()
Clonal Composition Plot
ClonalOverlapPlot()
Clonal Overlap Plot
ClonalStatPlot()
Visualize clone abundance, frequency, and dynamics across groups
ClonalDiversityPlot()
Clonal Diversity Plot
ClonalGeneUsagePlot()
Visualize TCR/BCR gene segment usage
ClonalPositionalPlot()
Visualize positional properties of CDR3 sequences
ClonalKmerPlot()
Visualize CDR3 k-mer (motif) frequency
ClonalRarefactionPlot()
Clonal Rarefaction Plot

Spatial data visualization

Functions for plotting spatial data

SpatDimPlot()
Visualize categorical groups on spatial coordinates
SpatFeaturePlot()
Visualize feature expression on spatial coordinates

Visualizing using LLMs

Functions/Classes for visualizing using LLMs

SCPlotterChat
LLM-Powered Chat Interface for Single-Cell Visualization

data

Built-in data sets

ifnb_sub
A subsetted version of 'ifnb' datasets
pancreas_sub
A subsetted version of mouse 'pancreas' datasets
cellphonedb_res
A toy example of CellPhoneDB output from LIANA

Clone selectors

Functions for selecting clones

top() sel() uniq() shared() gt() ge() lt() le() eq() ne() and() or()
Programmatic clone selection for TCR/BCR repertoire analysis

Re-exports

Functions that are re-exported from plotthis

reexports GSEASummaryPlot GSEAPlot
Objects exported from other packages