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Need a tool that indexes directories of .htm files and outputs frequency of all words and phrases.?

i am looking for a tool that can help me with optimizing selection of keywords for the webpage meta tags on a website with about 50 pages and maybe 100K words. I have manually read through most of the pages and picked out what seem to be the most common words and terms/phrases (of up to 3-4 words) but, this takes hours, there must be software out there that does this. Here is an example of what i am looking for e.g., for the site just mentioned, the top 10 words / phrases, the frequency of their appearance are:
179FAA
157air transportation system
153next generation air
126weather
119Air Traffic Control
107transformation
99Aerospace industry
76Runway
61 National Airspace System
57Air Traffic Management

This can be done easily on an Apple Mac computer running OSX – do you have a Mac or a PC?

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