tidySummarizedExperiment
Brings SummarizedExperiment to the Tidyverse
Bioconductor version: 3.23 · Package version: 1.22.0
The tidySummarizedExperiment package provides a set of tools for creating and manipulating tidy data representations of SummarizedExperiment objects. SummarizedExperiment is a widely used data structure in bioinformatics for storing high-throughput genomic data, such as gene expression or DNA sequencing data. The tidySummarizedExperiment package introduces a tidy framework for working with SummarizedExperiment objects. It allows users to convert their data into a tidy format, where each observation is a row and each variable is a column. This tidy representation simplifies data manipulation, integration with other tidyverse packages, and enables seamless integration with the broader ecosystem of tidy tools for data analysis.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("tidySummarizedExperiment") Details
| Maintainer | Stefano Mangiola <mangiolastefano@gmail.com> |
| Author | Stefano Mangiola [aut, cre] <mangiolastefano@gmail.com> |
| License | GPL-3 |
| URL | https://github.com/stemangiola/tidySummarizedExperiment |
| Bug Reports | https://github.com/stemangiola/tidySummarizedExperiment/issues |
| Downloads rank | 474 |
| Source branch | RELEASE_3_23 |
| biocViews | AssayDomain, Clustering, DifferentialExpression, GeneExpression, Infrastructure, Normalization, QualityControl, RNASeq, Sequencing, Software, Transcription, Transcriptomics |
Documentation
Download
Dependencies
Depends: R (>= 4.3.0), SummarizedExperiment, ttservice (>= 0.5.0)
Imports: dplyr, tibble (>= 3.0.4), magrittr, tidyr, ggplot2, rlang, purrr, lifecycle, methods, utils, S4Vectors, tidyselect, ellipsis, vctrs, pillar, stringr, cli, fansi, stats, pkgconfig, plyxp
Suggests: BiocStyle, testthat, knitr, markdown, rmarkdown, plotly, rbibutils, prettydoc, airway
Reverse dependencies
Imports Me (1): tidyomics
Suggests Me (3): tidybulk, tidyCoverage, tidySpatialExperiment