This online Word Frequency Counter can help you count the frequency of each word in a given text. The results are presented in decreasing order of frequencies and ordered alphabetically within each frequency group. Using ▼ or ▲ buttons you can sort the output data by the word alphabetical order or frequency value. All the words are converted automatically to lowercase. Non-English language texts are supported. The total number of words as well as the number of different words in the text are also calculated. You can paste the input text copied from a text file or type manually.
Count Word Frequency
Word frequency analysis can be helpful in many applications, including natural language processing, data mining, information retrieval, and linguistic analysis. Here are some examples of when word frequency can be useful:
• Text classification. If you need to classify a piece of text as belonging to a certain category (e.g., spam vs non-spam) you might find it helpful to analyze the frequencies of certain words or phrases in the text. For example, if you are trying to detect spam emails you might look for words and phrases that are commonly used in spam messages such as “free”, “win” or “click here”.
• Sentiment analysis. In order to determine the sentiment of a piece of text (e.g., whether it is positive, negative or neutral) you might need to look at the frequencies of certain words or phrases that are associated with positive or negative sentiment. For example, words like “good”, “great” and “excellent” can be associated with positive sentiment, while words like “bad”, “terrible” and “horrible” are likely to be associated with negative sentiment.
• Linguistic analysis. Word frequencies can also be useful for linguistic analysis as they can provide insights into the usage and meaning of words in a particular language or context. For example, you might use word frequencies to study how the meanings of words have changed over time, or to compare the vocabulary of different languages or dialects.
• Keyword extraction. If you want to extract the most important keywords from a document it will be helpful to look at the frequencies of different words in the document. Words that occur more frequently are likely to be more important.
• Content optimization and SEO. If you are creating content for a website or blog, you probably want to analyze the word frequency of your content to ensure that you are using the most relevant keywords and phrases in a natural way. This can help improve the search engine optimization (SEO) of your content making it more likely to rank highly in search results.
• Text translation. Knowing word frequency can be useful when translating a piece of text from one language to another. For example, if you are translating a document and come across a word that is used very frequently, you might want to ensure that you choose the most accurate and appropriate translation for that word, as it will likely have a significant impact on the overall meaning of the text.
Whatever problem you are dealing with, our word frequency counter makes word frequency analysis a simple and routine task.
Related tools
Check out our other text tools such as Text Word Counter or Word Sorter.