stemangiola/tidySingleCellExperiment: Brings SingleCellExperiment to the Tidyverse

'tidySingleCellExperiment' is an adapter that abstracts the 'SingleCellExperiment' container in the form of a 'tibble'. This allows *tidy* data manipulation, nesting, and plotting. For example, a 'tidySingleCellExperiment' is directly compatible with functions from 'tidyverse' packages `dplyr` and `tidyr`, as well as plotting with `ggplot2` and `plotly`. In addition, the package provides various utility functions specific to single-cell omics data analysis (e.g., aggregation of cell-level data to pseudobulks).

Getting started

Package details

Bioconductor views AssayDomain Clustering DifferentialExpression GeneExpression Infrastructure Normalization QualityControl RNASeq Sequencing SingleCell
Maintainer
LicenseGPL-3
Version1.13.3
URL https://github.com/stemangiola/tidySingleCellExperiment
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("stemangiola/tidySingleCellExperiment")
stemangiola/tidySingleCellExperiment documentation built on Feb. 11, 2024, 5:05 a.m.