Convert graphml to dataframe in R

I have huge data in xml as graphml format, I'm trying to read it into R, then convert it to dataframe columns or text format to extracting the information from it.

library(igraph)

My_graph <- read.graph("~/Desktop/data.xml", format="graphml")