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In the field of semantics, bigrams, trigrams, and more complex n-grams are important tools. In this article, I will explain how to search for and effectively use them to improve the quality of your texts and propose an algorithm for working with them.
A bigram is a combination of two words that appear in a row in a text. These are two-word combinations. For example, in the sentence “The boy looked out the window” the following bigrams can be distinguished:
Trigrams are combinations of three words. In the example “The boy looked out the window” the possible trigrams would be the following:
It is important to understand that each word in a sentence is a token, an indivisible unit. A token is any single word that is included in the analysis.
Regardless of the fact that such n-grams do not have independent value in themselves, their use for semantic text analysis turns out to be extremely useful. For example, the frequency of appearance of certain bigrams in a text often has patterns. Consider a text, for example, about how to create keywords for an article in a short time.
In this text, you can highlight the bigrams that best define its topic. Trigrams and longer phrases reflect the content of the text even more accurately.
Different texts, of course, create different sets of phrases (unless, of course, they are unique and not copies). This allows you to highlight those key phrases that directly indicate the main topic of the material.
Knowledge about bigrams and trigrams opens up new horizons for creating effective SEO texts. If you are creating an article or developing technical specifications for content, by studying phrases from competitors' articles, you can understand which phrases best describe the topic of the text.
Then, when you write your copy, using these trigrams intelligently and logically will help signal to search engines that your content is relevant to a specific topic. Of course, this one step is not enough, but each such step brings you closer to successful SEO promotion.
Using tools such as keywords, keywords, LSI technologies, bigrams and trigrams helps search engines correctly perceive your text as relevant to the user’s query.
As you work, you can collect and analyze such phrases, sorting them by frequency, removing unnecessary and insignificant words, and then forming a clear idea of the topic of the text. This will be an important part of the terms of reference for writing content.
Practical methods for using bigrams and trigrams are described in detail in my article.
For any questions, you can contact the SEO studio "SEO COMPUTER" by email info@seo.computer.
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