View source: R/Module_abundance.R
| Module_abundance | R Documentation |
Calculate network module abundance for each sample
Module_abundance(network_obj, No.module)
network_obj |
Network analysis results generated from |
No.module |
Numeric or numeric vector of No.module |
A list containing module abundance in metafile and column table of corresponding data frame
# data preparation
data("Two_group")
## network analysis
network_results <- network_analysis(taxobj = Two_group,
taxlevel = "Genus",
n = 10,
threshold = 0.8)
require(ggplot2)
# one module
moduleframe <- Module_abundance(network_obj = network_results, No.module = 3)
moduleframe$rowframe # combine into metafile
moduleframe$columnframe # column table
# statistics
moduleframe$plotlist$Plotobj_Module3$Statistics
# extract plot
moduleframe$plotlist$Plotobj_Module3$Barplot
moduleframe$plotlist$Plotobj_Module3$Boxplot
moduleframe$plotlist$Plotobj_Module3$Violinplot
# multiple modules
moduleframe <- Module_abundance(network_results, c(1, 3, 6))
moduleframe$rowframe
moduleframe$columnframe # column table can be used in ggplot visualization
# same as above to extract plots and statistics
moduleframe$plotlist$Plotobj_Module6$Barplot
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