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RNAlysis is a python package providing modular analysis pipeline for RNA sequencing data. The package includes various filtering methods, data visualisation, clustering analyses, enrichment anslyses and exploratory analyses.

Project description

RNAlysis - C. elegans RNA sequencing data analysis

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What is it?

RNAlysis is a python package providing modular analysis pipeline for RNA sequencing data from C. elegans. The package includes various filtering methods, data visualisation, clustering analyses, enrichment anslyses and exploratory analyses.

RNAlysis allows you to perform filtering and analyses at any order you wish. It has the ability to save or load your progress at any given phase, Wand document the order of operations you performed in the saved file names.

RNAlysis works with sequencing count matrices and differential expression output files in general, and integrates in particular with python’s HTSeq-count and R’s DESeq2. * Documentation: https://guyteichman.github.io/RNAlysis

Main Features

  • Filtering of differential expression outupt files and read count matrices by counts, biotype, change direction, significance and more.
  • Normalization of read count matrices
  • Exploratory plots
  • GO, Tissue and Phenotype enrichment analysis
  • Enrichment analysis for custom feature characteristics

Dependencies

  • numpy
  • pandas
  • matplotlib
  • seaborn
  • tissue_enrichment_analysis
  • statsmodels
  • sklearn

Where to get it

Use the following command in the python prompt:

pip install RNAlysis

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

History

0.1.0 (2019-06-20)

  • First release on PyPI.

Project details


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Files for RNAlysis, version 1.3.2
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