Trigram

From Wikipedia, the free encyclopedia
Jump to navigation Jump to search

Trigrams are a special case of the n-gram, where n is 3. They are often used in natural language processing for performing statistical analysis of texts and in cryptography for control and use of ciphers and codes.

Frequency

Context is very important, varying analysis rankings and percentages are easily derived by drawing from different sample sizes, different authors; or different document types: poetry, science-fiction, technology documentation; and writing levels: stories for children versus adults, military orders, and recipes.

Typical cryptanalytic frequency analysis finds that the 16 most common character-level trigrams in English are:[1][2]

Rank[1] Trigram Frequency[3]
(Different source)
1 the 1.81%
2 and 0.73%
3 tha 0.33%
4 ent 0.42%
5 ing 0.72%
6 ion 0.42%
7 tio 0.31%
8 for 0.34%
9 nde
10 has
11 nce
12 edt
13 tis
14 oft 0.22%
15 sth 0.21%
16 men

Because encrypted messages sent by telegraph often omit punctuation and spaces, cryptographic frequency analysis of such messages includes trigrams that straddle word boundaries. This causes trigrams such as "edt" to occur frequently, even though it may never occur in any one word of those messages.

Examples

The sentence "the quick red fox jumps over the lazy brown dog" has the following word level trigrams:

the quick red
quick red fox
red fox jumps
fox jumps over
jumps over the
over the lazy
the lazy brown
lazy brown dog

And the word-level trigram "the quick red" has the following character-level trigrams (where an underscore "_" marks a space):

the
he_
e_q
_qu
qui
uic
ick
ck_
k_r
_re
red

References

  1. ^ a b Lewand, Robert (2000). Cryptological Mathematics. The Mathematical Association of America. p. 37. ISBN 978-0-88385-719-9.
  2. ^ Linton, Tom (2001). "Relative Frequencies of Letters in General English Plain text". Central College. Cryptography (Spring ed.). Archived from the original on Jan 22, 2007.
  3. ^ "English Letter Frequencies". Practical Cryptography.
Retrieved from "https://en.wikipedia.org/w/index.php?title=Trigram&oldid=833899255"
This content was retrieved from Wikipedia : http://en.wikipedia.org/wiki/Trigram
This page is based on the copyrighted Wikipedia article "Trigram"; it is used under the Creative Commons Attribution-ShareAlike 3.0 Unported License (CC-BY-SA). You may redistribute it, verbatim or modified, providing that you comply with the terms of the CC-BY-SA