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GaMaBioMD (version 0.2.0)

Diversity Analysis for Sequence Data

Description

The full form is Garai and Mantri Biological Material Diversity. It is an R package designed for the calculation of biological diversity using sequence data. It simplifies the process by requiring only sample IDs and accession numbers. Whether you're analyzing genetic or microbial diversity, It provides efficient tools for diversity analysis. Serially one should go for the functions as presented here expand_accession_ranges(), get_sequence_information(), preprocess_for_alignment(), write_fasta(), SampleID_vs_NumSequences(), data_sampling(), alignment_info(), compute_average_similarity_matrix(), generate_heatmaps(), clustering_average_similarity(), clustering_percent_similarity(), bubble_plot_count(), bubble_plot_percentage(), tree_average_similarity(), tree_percent_similarity(). Till date there are total 15 functions. More details can be found in Faith (1992) .

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Version

Install

install.packages('GaMaBioMD')

Monthly Downloads

15

Version

0.2.0

License

GPL-3

Maintainer

Mr. Sandip Garai

Last Published

January 12th, 2024

Functions in GaMaBioMD (0.2.0)

alignment_info

Sequence Alignment and Analysis
preprocess_for_alignment

Preprocesses data for sequence alignment.
write_fasta

Writes a data frame to a FASTA file.
tree_percent_similarity

Generate Phylogenetic Tree and Color Palette for Percent Similarity Matrix
compute_average_similarity_matrix

Compute Average Similarity Matrix
generate_heatmaps

Generate Heatmaps
clustering_percent_similarity

Perform Hierarchical Clustering for Percent Similarity
bubble_plot_count

Bubble Plot Count Function
clustering_average_similarity

Perform Hierarchical Clustering for average similarity matrix
expand_accession_ranges

This function expands accession number ranges, creating a data frame with sample and accession numbers.
get_sequence_information

Retrieves sequence information for a given list of accessions.
SampleID_vs_NumSequences

Plots the number of sequences and the probability of sequences per SampleID.
data_sampling

Samples data from each SampleID group if specified, otherwise uses the final data.
bubble_plot_percentage

Bubble Plot Percentage Function
tree_average_similarity

Generate Phylogenetic Tree and Color Palette for Average Similarity