TEXT ANALYSIS TOOLS

FREE TEXT ANALYSIS TOOL · EN / UKR / RU

Bag of Words Generator

Generate a reproducible word vector from text or a public webpage. Every row contains token count, relative frequency, percentage, and per-1,000 values.

Pasted text is analyzed in your browser and is not stored
01

Text or webpage

0 characters

WHAT YOU GET

Build term vectors that are easy to use

The generator returns every analyzed token once with count, relative frequency, percentage, and occurrences per 1,000. These rows are stable across repeated runs with the same language and stop-word options.

Frequencyterm count ÷ total analyzed words
Coverage(term count ÷ total words) × 100

WORKFLOW

Use local mode for large drafts and URL mode for published pages

Text-first mode

Local analysis runs immediately with no network round-trip for pasted text.

Public URL mode

The same vector contract is applied after HTML cleanup and token extraction.

Stop-word control

Drop common function words or keep them if your model needs a full vocabulary baseline.

CSV and JSON export

Export the complete vector to share downstream scoring or clustering scripts.

NEXT TOOLS

Move from vectors to comparison and weighting

Pass the generated vectors into TF-IDF scoring or direct similarity checks when you want to compare documents at feature level instead of only raw frequency.

TF-IDF Calculator →Text Similarity Calculator →Focused API endpoints →