Extract word phrase collocations ($N=1, 2, 3$) and calculate statistical occurrence frequency counts across text.
Execution runs 100% locally inside the browser sandbox using HTML5 Canvas, Web Cryptography Subtle API, and Web Workers. Zero egress.
Zero network latency. Operates completely offline with zero dependencies on third-party backend servers or cloud services.
Built according to official RFC specifications, cryptographic test vectors, and enterprise-grade data transformation standards.
Output = Process(Input_Buffer, Options)Input_BufferOptionsOutput“Running a standard operation in Text N-Gram (Unigram, Bigram, Trigram) Frequency & Collocation Analyzer.”
Verify that input data matches supported format criteria.
Transforms the input data according to configured options.
The operation succeeded with zero server round-trips.
Enter your parameters or upload files into Text N-Gram (Unigram, Bigram, Trigram) Frequency & Collocation Analyzer.
The tool executes automatically in real time.
Copy your results to clipboard or download the output file.
Text N-Gram (Unigram, Bigram, Trigram) Frequency & Collocation Analyzer runs entirely inside your web browser sandbox using modern client-side APIs. No user data, files, or inputs are sent to remote servers.
Yes. The interface is fully responsive and touch-optimized for mobile phones, tablets, and desktop computers.
Utilifie is 100% free with zero data tracking. Support continuous development and tool elevations.
Zero-egress companion tools in the Text Utilities suite
Analyze single words, bigrams, and trigrams with keyword stuffing warnings.
Analyze recurring word density percentages and unigram frequencies for SEO content
Pivot and transpose CSV spreadsheet matrices by converting rows into columns ($M_{ij} ightarrow M_{ji}$) in seconds.
Live statistics: words, characters, sentences, paragraphs, and reading time.