SOCR LetterFrequencyData

SOCR Data - Latin Letters Frequency Distributions in Different Languages

Data Description

English Letter Frequencies

The data table below present the average frequencies of the 26 most common Latin letters for different languages. Letter frequenciess in text is studied in cryptography. There is no exact letter frequency distribution underlies a given language, since all writers write slightly differently. Modern International Morse code encodes the most frequent letters with the shortest symbols; arranging the Morse alphabet into groups of letters that require equal amounts of time to transmit, and then sorting these groups in increasing order. Similar ideas are used in modern data-compression techniques such as Huffman coding.

Letter frequencies, like word frequencies, tend to vary by writer, subject and language. Accurate average letter frequencies are obtained by analyzing large amounts of representative text.

Sources

• See these references.

Data Table

Letter	English	French	German	Spanish	Portuguese	Esperanto	Italian	Turkish	Swedish	Polish	Toki_Pona	Dutch	Avgerage
a	0.08	0.08	0.07	0.13	0.15	0.12	0.12	0.12	0.09	0.08	0.17	0.07	0.11
b	0.01	0.01	0.02	0.01	0.01	0.01	0.01	0.03	0.01	0.01	0.00	0.02	0.01
c	0.03	0.03	0.03	0.05	0.04	0.01	0.05	0.01	0.01	0.04	0.00	0.01	0.03
d	0.04	0.04	0.05	0.06	0.05	0.03	0.04	0.05	0.05	0.03	0.00	0.06	0.04
e	0.13	0.15	0.17	0.14	0.13	0.09	0.12	0.09	0.10	0.07	0.07	0.19	0.12
f	0.02	0.01	0.02	0.01	0.01	0.01	0.01	0.00	0.02	0.00	0.00	0.01	0.01
g	0.02	0.01	0.03	0.01	0.01	0.01	0.02	0.01	0.03	0.01	0.00	0.03	0.02
h	0.06	0.01	0.05	0.01	0.01	0.00	0.02	0.01	0.02	0.01	0.00	0.02	0.02
i	0.07	0.08	0.08	0.06	0.06	0.10	0.11	0.08	0.05	0.07	0.15	0.07	0.08
j	0.00	0.01	0.00	0.00	0.00	0.04	0.00	0.00	0.01	0.02	0.03	0.01	0.01
k	0.01	0.00	0.01	0.00	0.00	0.04	0.00	0.05	0.03	0.03	0.05	0.02	0.02
l	0.04	0.05	0.03	0.05	0.03	0.06	0.07	0.06	0.05	0.03	0.10	0.04	0.05
m	0.02	0.03	0.03	0.03	0.05	0.03	0.03	0.04	0.04	0.02	0.04	0.02	0.03
n	0.07	0.07	0.10	0.07	0.05	0.08	0.07	0.07	0.09	0.05	0.12	0.10	0.08
o	0.08	0.05	0.03	0.09	0.11	0.09	0.10	0.02	0.04	0.07	0.08	0.06	0.07
p	0.02	0.03	0.01	0.03	0.03	0.03	0.03	0.01	0.02	0.02	0.04	0.02	0.02
q	0.00	0.01	0.00	0.01	0.01	0.00	0.01	0.00	0.00	0.00	0.00	0.00	0.00
r	0.06	0.07	0.07	0.07	0.07	0.06	0.06	0.07	0.08	0.04	0.00	0.06	0.06
s	0.06	0.08	0.07	0.08	0.08	0.06	0.05	0.03	0.06	0.04	0.04	0.04	0.06
t	0.09	0.07	0.06	0.05	0.05	0.05	0.06	0.03	0.09	0.02	0.05	0.07	0.06
u	0.03	0.06	0.04	0.04	0.05	0.03	0.03	0.03	0.02	0.02	0.03	0.02	0.03
v	0.01	0.02	0.01	0.01	0.02	0.02	0.02	0.01	0.02	0.00	0.00	0.03	0.01
w	0.02	0.00	0.02	0.00	0.00	0.00	0.00	0.00	0.00	0.04	0.03	0.02	0.01
x	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
y	0.02	0.00	0.00	0.01	0.00	0.00	0.00	0.03	0.01	0.03	0.00	0.00	0.01
z	0.00	0.00	0.01	0.01	0.00	0.01	0.00	0.02	0.00	0.05	0.00	0.01	0.01
Others	0	0.03	0	0	0	0.02	0	0.12	0.06	0.2	0	0	0.04

Graphs

• Histogram (HistogramChartDemo7) of the English letters

• Stacked Bar-Chart (StackedBarChartDemo3, under BarCharts --> CategoryPlots) of all letters across each language

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• SOCR Home page: http://www.socr.ucla.edu

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