We need texcount binary for this. For a Latex source saved as paper.tex, simply run
$ texcount -inc -v -sum paper.tex
to get various statistics for each *.tex (files specified using \include will also be in the analysis). To get the information in an HTML formatted file, run
$ texcount -inc -v -html -sum paper.tex >info.html
Edit the written HTML document to filter out any information if necessary.
That is all I have to say about that