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Wolfram Language & System Documentation Center
CharacterNormalize
  • See Also
    • RemoveDiacritics
    • Transliterate
    • ToLowerCase
    • ToUpperCase
    • StringReplace
    • PrintableASCIIQ
    • ToCharacterCode
    • Characters
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    • Text Normalization
    • Character Operations
    • See Also
      • RemoveDiacritics
      • Transliterate
      • ToLowerCase
      • ToUpperCase
      • StringReplace
      • PrintableASCIIQ
      • ToCharacterCode
      • Characters
    • Related Guides
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CharacterNormalize["text",form]

converts the characters in text to the specified normalization form.

Details
Details and Options Details and Options
Examples  
Basic Examples  
Scope  
Generalizations & Extensions  
Possible Issues  
See Also
Related Guides
History
Cite this Page
BUILT-IN SYMBOL
  • See Also
    • RemoveDiacritics
    • Transliterate
    • ToLowerCase
    • ToUpperCase
    • StringReplace
    • PrintableASCIIQ
    • ToCharacterCode
    • Characters
  • Related Guides
    • Natural Language Processing
    • Text Normalization
    • Character Operations
    • See Also
      • RemoveDiacritics
      • Transliterate
      • ToLowerCase
      • ToUpperCase
      • StringReplace
      • PrintableASCIIQ
      • ToCharacterCode
      • Characters
    • Related Guides
      • Natural Language Processing
      • Text Normalization
      • Character Operations

CharacterNormalize

CharacterNormalize["text",form]

converts the characters in text to the specified normalization form.

Details

  • CharacterNormalize supports the following Unicode normalization forms:
  • "NFD"canonical decomposition (Form D)
    "NFC"canonical decomposition, followed by canonical composition (Form C)
    "NFKD"compatibility decomposition (Form KD)
    "NFKC"compatibility decomposition, followed by canonical composition (Form KC)
  • In CharacterNormalize[text,…], text can be a string or a list of strings.
  • In "NFD" and "NFC", canonical decomposition refers to these four type of operations:
  • Å  Å,…decompose marks
    Ȱ Ȱ,…decompose and order marks
    한 한, …decompose Hangul and conjoining Jamo
    Ω(Ohm) Ω (Omega),…map character to its canonical Unicode equivalent
  • In "NFKD" and "NFKC", compatibility decomposition refers to operations such as:
  • ℌH ,ℍH,…normalize font variants
    (NBSP)(Space), …normalize linebreaking differences
    ﻉ ع,ﻊ ع, …normalize positional variants
    ①1, …normalize circled variants
    カカ, …normalize width variants
    ︷{ ,︸} , …normalize rotated variants
    i⁹ i9,i₉ i9, …normalize subscripts/superscripts
    ㌀アパート, …decompose squared characters
    ¼ 1/4 , …normalize fractions
    dž→dž, …other normalizations

Examples

open all close all

Basic Examples  (5)

Normalize string characters using canonical decomposition:

Normalize string characters using compatibility decomposition:

Normalize string characters using compatibility decomposition followed by canonical composition:

Normalize string characters using canonical decomposition followed by canonical composition:

Normalize the characters in the string using compatibility decomposition:

Characters with diacritics have been decomposed:

Scope  (2)

Decompose a composite character into its constituents:

Ordering of the mark and the character has changed after normalization:

Obtain the "Ohm" character from its code:

NFD maps characters to their canonically equivalent Unicode. Normalize the character using NFD:

Convert the output (omega) to its character code:

Generalizations & Extensions  (1)

CharacterNormalize threads itself elementwise over lists:

CharacterNormalize works on strings of different scripts and letters:

Possible Issues  (1)

Compatibility equivalence may convert different forms of a character to a canonical form:

Compatibility equivalence may remove formatting distinctions that are not changed in canonical equivalent characters:

See Also

RemoveDiacritics  Transliterate  ToLowerCase  ToUpperCase  StringReplace  PrintableASCIIQ  ToCharacterCode  Characters

Related Guides

    ▪
  • Natural Language Processing
  • ▪
  • Text Normalization
  • ▪
  • Character Operations

History

Introduced in 2020 (12.1)

Wolfram Research (2020), CharacterNormalize, Wolfram Language function, https://reference.wolfram.com/language/ref/CharacterNormalize.html.

Text

Wolfram Research (2020), CharacterNormalize, Wolfram Language function, https://reference.wolfram.com/language/ref/CharacterNormalize.html.

CMS

Wolfram Language. 2020. "CharacterNormalize." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/ref/CharacterNormalize.html.

APA

Wolfram Language. (2020). CharacterNormalize. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/CharacterNormalize.html

BibTeX

@misc{reference.wolfram_2025_characternormalize, author="Wolfram Research", title="{CharacterNormalize}", year="2020", howpublished="\url{https://reference.wolfram.com/language/ref/CharacterNormalize.html}", note=[Accessed: 01-February-2026]}

BibLaTeX

@online{reference.wolfram_2025_characternormalize, organization={Wolfram Research}, title={CharacterNormalize}, year={2020}, url={https://reference.wolfram.com/language/ref/CharacterNormalize.html}, note=[Accessed: 01-February-2026]}

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