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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

MaintainerStefano Mangiola <mangiolastefano@gmail.com>
AuthorStefano Mangiola [aut, cre] <mangiolastefano@gmail.com>
LicenseGPL-3
URLhttps://github.com/stemangiola/tidySummarizedExperiment
Bug Reportshttps://github.com/stemangiola/tidySummarizedExperiment/issues
Downloads rank474
Source branchRELEASE_3_23
biocViewsAssayDomain, 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