TeXcount is excellent and by far the best way to produce wordcounts of LaTeX documents but I found the output became hard to read for large documents.

prettytc is a Python script that runs TeXcount and parses the output in a way that shows more of the document structure and provides totals at each level. It can be run from the command line and any options are passed to TeXcount.

Available from my GitHub