Generate Text Unigrams
Break text into individual tokens (1-grams) and analyze word frequency distribution.
Overview
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Unlock Insights with Unigram Analysis
The Generate Text Unigrams tool transforms unstructured text into structured data. By breaking content down into its atomic "unigrams" (individual words), you gain immediate visibility into keyword density, vocabulary diversity, and repetitive patterns. It's the first step in any serious text analysis or SEO audit.
Professional Features
Frequency Stats
Instant counts and percentage breakdown for every unique word.
Smart Filters
Automatically remove common "stop words" to find true keywords.
Data Export
Download your analysis as CSV for Excel or JSON for code.
File Support
Upload .txt, .md, or .csv files to analyze large documents instantly.
Real-Time
See results update instantly as you type or paste content.
Deep Search
Search within your results to find specific word occurrences.
Common Use Cases
SEO Optimization
Identify which words you are using too frequently (keyword stuffing) or verify that your target keywords appear with the right density.
Stylistic Analysis
Writers can spot repetitive vocabulary ("very", "really", "just") and remove clutter to improve the quality of their prose.
Examples
2. to (2)
3. not (1)
4. or (1)
2. dog (1)
3. fox (1)
4. jumps (1)
5. lazy (1)
6. quick (1)
How to Use
- Input Text: Paste your content or upload a file.
- Configure: Toggle "Stop Words" or "Case Sensitivity" to refine the count.
- Analyze: The table automatically populates with sorted frequencies.
- Explore: Use the search bar to find specific words in the list.
- Export: Download the data to continue your analysis in Excel or other tools.
Frequently Asked Questions
What is a textual unigram?
In computational linguistics, a unigram is a single element (token) from a sequence. For text, this usually means a single word. Unigram analysis involves counting how often each distinct word appears.
How does this tool handle punctuation?
By default, our tool strips most punctuation so that words like "Hello!" and "Hello" are counted as the same unigram. You can toggle this behavior in the settings.
What are 'Stop Words'?
Stop words are common words (like 'the', 'is', 'at') that usually carry little meaning. We provide a filter to exclude these words so you can focus on the significant keywords in your text.
Can I analyze large files?
Yes! You can upload text files directly. The processing happens in your browser, so it's fast and data-private, though extremely large files (10MB+) might take a moment to process.
Is the analysis case-sensitive?
You decide! By default, we treat "Apple" and "apple" as the same word (case-insensitive). Toggle the Case Sensitive option if you need to distinguish between them.
Can I export the frequency data?
Absolutely. You can download your complete unigram analysis as a CSV (for Excel/Sheets) or JSON file with a single click.
How is percentage calculated?
The frequency percentage is the count of a specific unigram divided by the total number of words in the text, multiplied by 100.
What is this tool used for?
It's widely used for SEO keyword research, checking text repetitiveness, linguistic analysis, and even simple cryptography (frequency analysis).
Does it support non-English languages?
Yes, it works with any language that uses spaces or standard punctuation to separate words. It handles Unicode characters correctly.
Is my text data secure?
Your privacy is paramount. All analysis is performed locally in your browser. We never upload or store your text on our servers.