🔤 Unigram Generator
Paste your text below to instantly extract all unique unigrams (single words) and their frequencies.
What Are Unigrams?
In Natural Language Processing (NLP), a unigram is a single word extracted from a text. The term comes from “uni” (one) + “gram” (written record), and it forms the most basic building block of language models. When you count the frequency of each word in a document, you’re performing unigram analysis.
Why Use a Unigram Generator?
- SEO keyword research: Discover which words appear most often in your content or competitor articles.
- Content optimization: Identify overused or missing terms for better on‑page relevance.
- Text summarization: Spot key themes by looking at frequent words.
- Readability analysis: Repetition patterns can hint at redundant language.
- Data preprocessing: A first step before building bag‑of‑words models or training machine learning algorithms.
How to Use This Online Unigram Tool
- Copy and paste any text into the input box – a blog post, article, email, or even a tweet.
- Choose whether you want a case‑sensitive count (e.g., “Apple” vs “apple”). By default, the tool treats uppercase and lowercase as the same word.
- Click Generate Unigrams. The tool will instantly tokenize the text and display every unique word along with how many times it appears.
- Copy the results as a CSV file for further analysis in Excel or Google Sheets.
Unigrams vs. Bigrams and N‑grams
While unigrams look at single words, bigrams consider pairs of consecutive words, and trigrams look at triples. Unigram analysis is the simplest form of text mining and often the first step in understanding word distribution. It’s widely used in TF‑IDF calculations, topic modeling, and even basic sentiment detection.
This tool runs entirely in your browser – no data is ever sent to a server. Your text stays private.
