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Build instant frequency tables from pasted text or number lists. Four modes — words (default), characters, lines, and numbers — with count and percent per value, sorted highest first, and tab-separated copy for Excel, classroom stats, and content analysis.
Also try the Word Cloud Generator, JSON Formatter, and more in Utility tools.
Last updated: May 19, 2026 · Published: 2026-04-02 · Updated: 2026-05-19
Counts words (case-insensitive).
Output (0 total tokens)
Choose a mode, paste data, and click generate.
A frequency generator turns raw text or number lists into a distribution table: each unique value, how many times it appears, and what share of the total that represents. Writers, students, and analysts use it for keyword checks, duplicate detection, and quick descriptive statistics without opening a full statistics package.
Muxgen runs tokenization and counting in your browser — paste data, choose a mode, generate, and copy. No upload to Muxgen servers for core analysis.
Three steps from pasted data to a copy-ready table.
Words (default), Characters, Lines, or Numbers — helper text under the input explains token rules.
Text for word/character/line modes; comma-, space-, or newline-separated numbers for number mode.
Click Generate frequency table, review sorted counts and percents, then Copy table for spreadsheets.
Controls in the live frequency component panel.
Four toggles — Words, Characters, Lines, Numbers. Default selection is Words when the page loads.
Eight rows; placeholder switches in number mode (e.g. 1, 2, 2, 3) vs generic text placeholder.
Builds the distribution from current input and mode; resets copied state.
Empties input, results, total token count, and copy feedback.
Columns Value, Count, Percent — scrollable panel when many unique values exist.
Disabled until results exist; exports tab-separated rows with a header row.
Four modes and when to use each tokenizer.
Best for keyword density, repeated terms in essays, and survey open-text themes. Apostrophes and hyphens stay inside tokens.
Letter and symbol frequency in passwords, ciphertext samples, or alphabet drills — whitespace never counted.
Log line duplicates, CSV-like one-value-per-line lists, or error message recurrence without splitting words.
Integer and decimal values only; junk text dropped. Example input pattern: 1, 2, 2, 3, 3, 3.
What each field in the results table means.
The token or line label as it appears after mode-specific parsing (words are lowercase).
Absolute frequency — how many times that value appeared among all valid tokens.
Share of total valid tokens, shown to two decimals in the UI and copy export.
Output header shows total valid tokens used as the percentage denominator.
Highest count first; alphabetical tie-break on the value label.
Typical paths from paste to chart or report.
Run word mode on article text to spot overused terms before publishing.
Paste choice labels or open responses — line mode for one answer per row.
Number mode for dice rolls, quiz scores, or sample datasets with percent shares.
Copy table into Excel or Sheets, then chart top values for presentations.
Word frequency supports SEO and editing; line frequency suits logs; character frequency suits symbol-level checks; number frequency suits quick numeric distributions. All share the same sorted table and copy format on Muxgen.
Visualize top terms with the Word Cloud Generator or format copied rows via the Markdown Table Generator.
Aligned with the live frequency generator component.
Words, characters, lines, and numbers in one panel — no separate tools per data type.
Each row shows count and percent without manual spreadsheet formulas.
Dominant values surface at the top for faster pattern spotting.
Number mode ignores non-numeric tokens so distributions stay clean.
One-click export with Value, Count, Percent columns for BI tools.
Processing stays in the browser — suitable for drafts and internal lists.
Where frequency tables save time in real work.
Word mode reveals which terms dominate blog posts, ads, or metadata blocks.
Character mode checks symbol balance in encodings, fonts, or generated strings.
Line mode groups identical log lines to prioritize fixes by recurrence.
Number mode summarizes repeated measurements, IDs, or coded responses.
Any mode highlights values that appear more than once with exact counts.
Copy tables into spreadsheets before building bar or pie charts.
Choose the right mode and companion tool for your data.
Same paragraph yields different stories — words for vocabulary, characters for symbol-level patterns.
Words split on punctuation boundaries; lines keep entire rows intact for log-style data.
Lines accept any text per row; numbers require parseable numeric tokens only.
Table gives exact counts; Word Cloud Generator emphasizes visual weighting for presentations.
JSON Formatter structures nested data; frequency tool aggregates repeated flat values.
This tool computes counts; table generators format already-known rows for markup.
Terms that match the generator output columns.
Raw count of occurrences — the Count column in the output table.
Proportion of the whole — shown as Percent, based on total valid tokens.
One countable unit after mode rules — a word, character, line, or number string.
The full set of value → count pairs sorted by how often each appears.
Splitting input into countable units — differs per mode (Unicode words, lines, etc.).
Total valid tokens — all included counts sum to this number for percentage math.
More accurate tables and clearer interpretations.
Fix obvious typos and extra spaces so duplicate words are not split by punctuation quirks.
Ask whether you care about terms, symbols, whole lines, or numeric values — then select that mode.
Remove labels and units in number mode; only bare integers or decimals are counted.
Copy table into a sheet and chart the top five values instead of eyeballing long tables.
Percents sum to 100% across valid tokens — not across unique rows if you filter later.
Use Clear when switching projects so prior results do not mix with new input.
Habits that pair with the four modes and copy button.
Generate placeholder text, paste into word mode, and confirm tokenizer behavior.
Use top word counts here, then visualize emphasis in the Word Cloud Generator.
Paste stack traces or access logs — repeated lines bubble to the top by count.
Tab-separated copy maps cleanly to three columns in Excel without import wizard.
Run the same paragraph in word and character mode to teach different statistics lessons.
Extract substrings with Regex Generator when you only want part of a field counted.
Four modes, token rules, percentages, sorting, copy format, and privacy.
Explore more tools in the directory.
Turn weighted word lists into shareable word-cloud visuals after you count terms.
Pretty-print API or log JSON before or after frequency-style data review.
Format tabular output for README files and documentation sites.
Convert frequency rows into HTML tables for blogs and static pages.
Sample placeholder paragraphs to test word and character counting modes.
Build patterns to extract tokens before pasting into frequency analysis.