Word Frequency Counter

About this Word Frequency Counter

The Word Frequency Counter breaks text into individual words and counts how many times each one appears, then lists the most frequent words first. It is useful for reviewing writing style, keyword usage or repeated terms.

Counting how often each word appears in a block of text is useful for identifying overused words in your own writing, analyzing the key themes of a document at a glance, and doing basic keyword research.

For related tasks, try Word Counter, Text Diff Checker or Character Counter.

How the calculation works

Text is lowercased and split into word tokens, punctuation is stripped, and occurrences of each unique word are tallied and sorted from most to least frequent.

How to use it

1. Paste or type text into the box.
2. Select Count words.
3. Review the list of words ranked by how often they appear.

Practical example

In the text “the cat sat on the mat”, the word “the” appears twice while every other word appears once.

Running a 500-word blog post through a word frequency counter might reveal that a specific keyword phrase appears only twice, well below the density needed for that phrase to read as a natural focus of the content.

Things to double-check

A basic word frequency count typically treats different capitalizations of the same word as identical and strips punctuation attached to words, but it usually cannot distinguish between different meanings of the same spelled word, so results should be interpreted with that context in mind.

What the tool shows

The tool lists each word in the text and how many times it appears, usually with the most frequent first. It ignores capital letters and punctuation so The and the are counted together. In most English text, small words such as the, and, of and to dominate the top of the list, so look further down for the words that describe the subject. It is a fast way to see what a text is really about.

Editing your own writing

Writers use frequency counts to find overused words. If very, really, just or the same adjective appears many times, vary your wording or cut the filler. Check the repeated names and verbs too. A word used 15 times in a 500 word piece stands out to readers. Counting also reveals pet phrases that you stop noticing after several drafts.

Keywords and SEO

The count can show how often a target keyword appears. If a keyword appears 10 times in a 500 word text, its share is 2 percent. There is no ideal percentage, and stuffing keywords makes writing worse and can be penalised. Use the tool as a check that the topic is covered and that related words appear naturally. Write for the reader first and use varied wording.

Limits of simple counting

The counter treats different forms as separate words, so run, runs and running are counted separately, and the same word with a different spelling is not merged. It does not understand meaning, so bank in a river and bank for money are the same word. For research on large collections of text, linguists use more advanced tools, but a simple count is useful for everyday checks on articles, essays and surveys.

A worked example

Suppose a 600 word article about a calculator uses the word calculator 12 times and the word the 24 times. The share of calculator is 2 percent and of the is 4 percent, but only the first tells you about the subject. Look at the top content words after the common small words. If the word you want to emphasise is missing, add it where it fits naturally. If a minor word appears far more often than you expected, rewrite some sentences. Compare the list with your outline to see whether the article covers what it promises.

Worked example: a short text

Consider the text: Calculators save time. Good calculators are fast, and fast calculators save time for everyone. Ignoring capitals and punctuation, the counts are calculators 3, save 2, time 2, fast 2, and 1 each for good, are, and, for and everyone. The most frequent words are the subject of the text, apart from small words such as for and are. With longer texts the same pattern appears, and the top of the list often shows the main topic and the words the author leans on.

Stop words and what to ignore

In English, words such as the, of, and, to and a make up a large share of any text without telling you what it is about. Analysts remove such stop words to reveal the content words. Another step is stemming, which treats run, runs and running as one word, but simple counters do not do this, so related forms appear as separate entries. When you read the list, add up the related forms yourself and look at pairs of words as well, since phrases such as interest rate say more than single words.

Using counts in content work

Frequency counts help you check coverage and balance. If you wrote an article about mortgages and the word mortgage appears three times in 800 words while a minor word appears twenty times, revise. There is no magic keyword density, and repeating a phrase unnaturally harms readability. Use the list to see whether the vocabulary matches the topic and to find overused words. Compare the list with your outline to see whether each planned point is represented, and add related terms and examples where the text is thin.

Research, learning and surveys

Frequency counts are used in language learning, where the most common thousand or two words cover a large share of everyday text, so learning them first gives the biggest benefit. Teachers analyse student writing, and researchers count terms in articles, speeches and survey responses. For open-ended survey answers, a count of the main words gives a first view of recurring themes before you read the comments in detail. Remove personal details from texts before you analyse them, and remember that a frequency list shows words, not meaning or tone.

Key terms explained

Word frequency is the number of times each word occurs in a text. A stop word is a common word with little meaning, such as the or and. Stemming reduces related forms to one root. A keyword is an important word that describes the topic. A phrase of two words is called a bigram. Keyword density is the share of words that are a given keyword. A corpus is a collection of texts. A concordance lists words in context. Tokenisation splits text into words.

Rules of thumb and quick checks

In English, the commonest words are the, of, and, to and a, so look past them to the content words. Add the counts for related forms such as run and running yourself. There is no ideal keyword density, so write naturally and use the list to check coverage. A word that appears far more often than you expected may need variation. Compare the list with your outline to see whether each point is covered.

Quick reference and sanity checks

A frequency table shows how often each word is used, which makes it easy to find overused words, check the focus of an article or spot a repeated phrase. Decide whether capital letters should count as different words and whether punctuation should be ignored, because both change the totals. Very common words such as the, of and and will usually be at the top and say little about the topic, so look at the next words in the list. Use the result as an editing aid, not as a target. Repeating a keyword many times to please search engines makes writing worse and does not help readers or rankings.

Frequently asked questions