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The phrase "analyze the words" is correct and usable in written English.
You can use it when discussing the examination or interpretation of specific words or phrases in a text.
Example: "In this essay, I will analyze the words used by the author to convey deeper meanings in the narrative."
Alternatives: "examine the vocabulary" or "interpret the language".
Exact(8)
Studying for her literature degree, she had learned how to analyze the words and the themes; she had worked dutifully on her essay style, imitating academic articles.
The natural language query feature takes advantage of HANA's native text analysis ability, which can analyze the words in a question and come up with the right answer (at least that's the theory).
Swype has just launched a new Beta with two fancy new tricks: Dragon-based voice dictation, and an improved ability to analyze the words you've already typed to better determine what you're trying to type next.
Taking a fresh approach to the Celtic conundrum, Peter Forster, a geneticist at the University of Cambridge, U.K., teamed up with Alfred Toth, a linguist at the University of Zurich, Switzerland, to analyze the words as if they were genes.
We analyze the words in 2014 with a word shift against all 7 years of Tweets for each sentiment dictionary in each panel in the 2014 word shift Figure in Appendix S7: A. labMT scores 2014 as less happy with more negative language.
A More Perfect Union (2011) downloaded 16.7 million profiles from dating sites to analyze the words single Americans use to identify themselves.
Similar(52)
"If you analyze the word, what does it mean?" Mr. Hilary said.
Other groups have tried to analyze the word of mouth effect on a movie's success.
Some measure of the prominence of foie gras in fine-dining can be seen in this word cloud analyzing the words on tasting menus at highly rated San Francisco restaurants: bigger than oysters, caviar, fennel, chanterelles.
So it developed software that analyzed the words in an incoming message and then selected the seemingly most salient ads among those in its inventory.
By analyzing the words that contribute most significantly to the sentiment score produced by each sentiment dictionary we are able to identify words that are problematic for each sentiment dictionary at the word-level, and generate an understanding of the emotional texture of the movie review corpus.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com