word rank | frequency | n-gram |
---|---|---|
1 | 29108 | k- |
2 | 19571 | t- |
3 | 18225 | p- |
4 | 16233 | s- |
5 | 15593 | v- |
word rank | frequency | n-gram |
---|---|---|
1 | 7674 | ko- |
2 | 6809 | ka- |
3 | 5851 | va- |
4 | 4380 | te- |
5 | 4247 | ma- |
word rank | frequency | n-gram |
---|---|---|
1 | 1643 | val- |
2 | 1285 | koo- |
3 | 1231 | väl- |
4 | 1167 | kon- |
5 | 1124 | rah- |
word rank | frequency | n-gram |
---|---|---|
1 | 707 | välj- |
2 | 671 | vast- |
3 | 623 | kesk- |
4 | 579 | maja- |
5 | 576 | auto- |
word rank | frequency | n-gram |
---|---|---|
1 | 588 | välja- |
2 | 498 | riigi- |
3 | 453 | linna- |
4 | 419 | majan- |
5 | 404 | kinni- |
The tables show the most frequent letter-N-grams at the beginning of words for N=1…5. Their frequency is count without multiplicity, otherwise the stopwords would dominate the tables.
As shown in the above example (German), word prefixes are clearly visible. In the above example, ver- and ein- are prefixes, and Sch- is not. At the end of a prefix we typically have a wide variety of possible continuations. Hence a prefix of length k will be prominent in the table for N=k, but typically not in the table for N=k+1. The prominent entries Schw- and Schl- for N=4 tell us that Sch- is no prefix.
Zipf’s diagram is plotted with both axis in logarithmic scale, hence we expect nearly straight lines. The graphs look more typical for larger N. Especially for N=3 we find only a small number of trigrams resulting in a sharp decay.
For a language unknown to the reader, the data can easily be used to see whether prefixes do exist and to find the most prominent examples.
For counting, only words with a minimum character length of 10 were considered.
Because only a word list is needed, the tables above can be generated from a relatively small corpus.
For N=3:
SELECT @pos:=(@pos+1), xx.* from (SELECT @pos:=0) r, (select count(*) as cnt, concat(left(word,3),"-") FROM words WHERE w_id>100 group by left(word,3) order by cnt desc) xx limit 5;
For more insight in a language, longer lists might be useful.
Is there a need for larger N
Most frequent word endings
Most frequent letter-N-grams
Number of letter-N-Grams at word beginnings
Number of letter-N-Grams at word endings