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.
Project description
RNAlysis - C. elegans RNA sequencing data analysis
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 work with HTCount files from python’s HTSeq and with DESeq files from R’s DESeq2.
Documentation: https://guyteichman.github.io/RNAlysis
Main Features
Filtering of DESeq and HTCount files by counts, biotype, change direction, significance and more.
Normalization of HTCount files
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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