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About bioconductor. bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. bioconductor uses the r statistical programming.Using bioconductor; install r; install packages; find packages; update packages; troubleshoot package installations; why bioclite()? pre-configured bioconductor.This r tutorial provides a condensed introduction into the usage of the r environment and its utilities for general data analysis and clustering.. Package vignettes » bioconductor packages contain vignettes, short documents that provides a task-oriented description of package functionality.. Scope of this manual. this manual is intended for users who have a basic knowledge of the r environment, and would like to use r/bioconductor to perform general or ht.