Measure vocabulary sophistication: average word length, rare word percentage, CEFR vocabulary estimate, and ratio of common-to-advanced words. Highlights advanced vocabulary and surfaces jargon density.
ਪੰਜਾਬੀ ਲਈ ਡਿਜ਼ਾਈਨ ਨਹੀਂ
ਇਹ ਟੂਲ ਅੰਗਰੇਜ਼ੀ (ਅਤੇ ਕੁਝ ਸੰਬੰਧਿਤ ਭਾਸ਼ਾਵਾਂ) ਲਈ ਕੈਲੀਬਰੇਟ ਕੀਤਾ ਗਿਆ ਹੈ। ਪੰਜਾਬੀ ਵਿੱਚ ਨਤੀਜੇ ਅਰਥਪੂਰਨ ਨਹੀਂ ਹੋ ਸਕਦੇ।
Use when writing for non-native readers, simplifying technical docs, or checking that marketing copy isn't accidentally academic.
Pairs with Dale-Chall (which scores familiarity directly) and lexical density (information packing). All three together describe vocabulary load comprehensively.
Every word is bucketed as "everyday" (in the combined Dale-Chall + stopword list) or "advanced" (everything else).
CEFR estimate is derived from the advanced-word percentage: < 10% A1, < 20% A2, < 30% B1, < 45% B2, < 60% C1, else C2.
Jargon density is the percent of words ≥ 8 characters, a rough proxy for technical Latin/Greek-rooted vocabulary.
CEFR levels (A1, A2, B1, B2, C1, C2) describe reader vocabulary thresholds for non-native English learners. Higher = more advanced vocabulary load.
We use a combined list of English stopwords and the Dale-Chall 3,000 most familiar words. Anything outside is treated as advanced.
Not always. Audience-appropriate vocabulary beats clever-sounding vocabulary every time.
ਇਨਪੁੱਟ
The municipal infrastructure necessitates comprehensive remediation prior to subsequent occupancy.
ਆਉਟਪੁੱਟ
78% advanced — CEFR ~C2.
Seven of nine words fall outside the everyday vocabulary list, including Latin-rooted terms ("municipal", "necessitates", "remediation"). Average word length is over 9 characters.
% content words vs. function words.
analysisVocabulary variety — type‑token ratio.
analysisTotal + per‑word syllable counts.
analysisHighlight passive sentences in your writing.