gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	1957
Missing cells	4279
Missing cells (%)	14.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	231.4 KiB
Average record size in memory	121.1 B

Variable types

Numeric	1
Categorical	2
Text	12

Dataset

Description	고유번호,언어,상호명,콘텐츠URL,주소,신주소,전화번호,팩스번호,웹사이트,운영시간,운영요일,휴무일,교통정보,태그,장애인편의시설
Author	서울관광재단
URL	https://data.seoul.go.kr/dataList/OA-21050/S/1/datasetView.do

Alerts

`고유번호` is highly overall correlated with `팩스번호`	High correlation
`팩스번호` is highly overall correlated with `고유번호`	High correlation
`팩스번호` is highly imbalanced (90.4%)	Imbalance
`전화번호` has 113 (5.8%) missing values	Missing
`웹사이트` has 614 (31.4%) missing values	Missing
`운영시간` has 259 (13.2%) missing values	Missing
`운영요일` has 919 (47.0%) missing values	Missing
`휴무일` has 555 (28.4%) missing values	Missing
`교통정보` has 82 (4.2%) missing values	Missing
`장애인편의시설` has 1737 (88.8%) missing values	Missing
`고유번호` has unique values	Unique
`콘텐츠URL` has unique values	Unique

Reproduction

Analysis started	2024-05-18 04:37:12.316645
Analysis finished	2024-05-18 04:37:26.687967
Duration	14.37 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

고유번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	1957
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23132.124

Minimum	36
Maximum	45594
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	36
5-th percentile	1307.6
Q1	6254
median	24735
Q3	34919
95-th percentile	44071.4
Maximum	45594
Range	45558
Interquartile range (IQR)	28665

Descriptive statistics

Standard deviation	14936.926
Coefficient of variation (CV)	0.6457222
Kurtosis	-1.2344201
Mean	23132.124
Median Absolute Deviation (MAD)	13425
Skewness	-0.11786277
Sum	45269567
Variance	2.2311176 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45520	1	0.1%
2731	1	0.1%
2248	1	0.1%
22070	1	0.1%
27131	1	0.1%
6995	1	0.1%
24806	1	0.1%
28356	1	0.1%
4104	1	0.1%
4105	1	0.1%
Other values (1947)	1947	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36	1	0.1%
37	1	0.1%
72	1	0.1%
73	1	0.1%
74	1	0.1%
75	1	0.1%
76	1	0.1%
77	1	0.1%
78	1	0.1%
79	1	0.1%

Value	Count	Frequency (%)
45594	1	0.1%
45576	1	0.1%
45575	1	0.1%
45574	1	0.1%
45573	1	0.1%
45568	1	0.1%
45567	1	0.1%
45564	1	0.1%
45563	1	0.1%
45562	1	0.1%

언어
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

zh-TW	399
en	396
ja	395
zh-CN	386
ko	381

Length

Max length	5
Median length	2
Mean length	3.2033725
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	en
2nd row	en
3rd row	en
4th row	en
5th row	en

Common Values

Value	Count	Frequency (%)
zh-TW	399	20.4%
en	396	20.2%
ja	395	20.2%
zh-CN	386	19.7%
ko	381	19.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
zh-tw	399	20.4%
en	396	20.2%
ja	395	20.2%
zh-cn	386	19.7%
ko	381	19.5%

상호명
Text

Distinct	1871
Distinct (%)	95.6%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	74
Median length	58
Mean length	11.170669
Min length	2

Characters and Unicode

Total characters	21861
Distinct characters	1234
Distinct categories	12 ?
Distinct scripts	6 ?
Distinct blocks	9 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1795 ?
Unique (%)	91.7%

Sample

1st row	Baekyang Laundry
2nd row	Changsin-Sungin Quarry Observatory
3rd row	Changsin-dong's Cliff Village
4th row	Choong Ang High School
5th row	Choong Ang Store

Value	Count	Frequency (%)
museum	80	2.6%
seoul	39	1.3%
of	38	1.2%
center	36	1.2%
art	30	1.0%
gallery	28	0.9%
information	20	0.7%
tourist	18	0.6%
national	18	0.6%
korea	13	0.4%
Other values (2192)	2739	89.5%

Most occurring characters

Value	Count	Frequency (%)
	1151	5.3%
?	1138	5.2%
e	826	3.8%
o	750	3.4%
a	744	3.4%
n	741	3.4%
r	493	2.3%
u	485	2.2%
i	461	2.1%
ン	419	1.9%
Other values (1224)	14653	67.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9544	43.7%
Lowercase Letter	7345	33.6%
Uppercase Letter	1707	7.8%
Other Punctuation	1227	5.6%
Space Separator	1152	5.3%
Close Punctuation	352	1.6%
Open Punctuation	352	1.6%
Decimal Number	142	0.6%
Dash Punctuation	29	0.1%
Control	6	< 0.1%
Other values (2)	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
ン	419	4.4%
館	239	2.5%
博	162	1.7%
物	161	1.7%
관	136	1.4%
ル	96	1.0%
大	93	1.0%
ソ	89	0.9%
ョ	84	0.9%
首	84	0.9%
Other values (1139)	7981	83.6%

Lowercase Letter

Value	Count	Frequency (%)
e	826	11.2%
o	750	10.2%
a	744	10.1%
n	741	10.1%
r	493	6.7%
u	485	6.6%
i	461	6.3%
l	394	5.4%
t	373	5.1%
g	336	4.6%
Other values (16)	1742	23.7%

Uppercase Letter

Value	Count	Frequency (%)
S	223	13.1%
M	173	10.1%
C	151	8.8%
A	126	7.4%
H	101	5.9%
G	96	5.6%
T	91	5.3%
B	77	4.5%
P	74	4.3%
I	66	3.9%
Other values (16)	529	31.0%

Other Punctuation

Value	Count	Frequency (%)
?	1138	92.7%
·	33	2.7%
'	16	1.3%
&	15	1.2%
.	13	1.1%
：	3	0.2%
:	2	0.2%
／	2	0.2%
,	2	0.2%
/	1	0.1%
Other values (2)	2	0.2%

Decimal Number

Value	Count	Frequency (%)
1	29	20.4%
7	18	12.7%
3	18	12.7%
8	17	12.0%
2	15	10.6%
6	15	10.6%
9	15	10.6%
4	9	6.3%
0	6	4.2%

Close Punctuation

Value	Count	Frequency (%)
)	334	94.9%
）	16	4.5%
」	2	0.6%

Open Punctuation

Value	Count	Frequency (%)
(	334	94.9%
（	16	4.5%
「	2	0.6%

Space Separator

Value	Count	Frequency (%)
	1151	99.9%
	1	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	29	100.0%

Control

Value	Count	Frequency (%)
	6	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	4	100.0%

Other Symbol

Value	Count	Frequency (%)
─	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9052	41.4%
Han	4968	22.7%
Common	3265	14.9%
Hangul	2392	10.9%
Katakana	2147	9.8%
Hiragana	37	0.2%

Most frequent character per script

Han

Value	Count	Frequency (%)
館	239	4.8%
博	162	3.3%
物	161	3.2%
大	93	1.9%
首	84	1.7%
美	67	1.3%
中	62	1.2%
立	62	1.2%
店	60	1.2%
洞	55	1.1%
Other values (655)	3923	79.0%

Hangul

Value	Count	Frequency (%)
관	136	5.7%
서	63	2.6%
사	52	2.2%
물	51	2.1%
박	51	2.1%
대	45	1.9%
울	44	1.8%
문	36	1.5%
원	34	1.4%
광	32	1.3%
Other values (377)	1848	77.3%

Katakana

Value	Count	Frequency (%)
ン	419	19.5%
ル	96	4.5%
ソ	89	4.1%
ョ	84	3.9%
ウ	84	3.9%
ク	80	3.7%
ム	80	3.7%
チ	70	3.3%
ト	48	2.2%
リ	47	2.2%
Other values (66)	1050	48.9%

Latin

Value	Count	Frequency (%)
e	826	9.1%
o	750	8.3%
a	744	8.2%
n	741	8.2%
r	493	5.4%
u	485	5.4%
i	461	5.1%
l	394	4.4%
t	373	4.1%
g	336	3.7%
Other values (42)	3449	38.1%

Common

Value	Count	Frequency (%)
	1151	35.3%
?	1138	34.9%
)	334	10.2%
(	334	10.2%
·	33	1.0%
1	29	0.9%
-	29	0.9%
7	18	0.6%
3	18	0.6%
8	17	0.5%
Other values (23)	164	5.0%

Hiragana

Value	Count	Frequency (%)
り	7	18.9%
の	6	16.2%
が	2	5.4%
と	2	5.4%
い	2	5.4%
も	2	5.4%
ま	2	5.4%
じ	1	2.7%
ゃ	1	2.7%
ご	1	2.7%
Other values (11)	11	29.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12235	56.0%
CJK	4965	22.7%
Hangul	2392	10.9%
Katakana	2147	9.8%
None	77	0.4%
Hiragana	37	0.2%
Punctuation	4	< 0.1%
CJK Compat Ideographs	3	< 0.1%
Box Drawing	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1151	9.4%
?	1138	9.3%
e	826	6.8%
o	750	6.1%
a	744	6.1%
n	741	6.1%
r	493	4.0%
u	485	4.0%
i	461	3.8%
l	394	3.2%
Other values (63)	5052	41.3%

Katakana

Value	Count	Frequency (%)
ン	419	19.5%
ル	96	4.5%
ソ	89	4.1%
ョ	84	3.9%
ウ	84	3.9%
ク	80	3.7%
ム	80	3.7%
チ	70	3.3%
ト	48	2.2%
リ	47	2.2%
Other values (66)	1050	48.9%

CJK

Value	Count	Frequency (%)
館	239	4.8%
博	162	3.3%
物	161	3.2%
大	93	1.9%
首	84	1.7%
美	67	1.3%
中	62	1.2%
立	62	1.2%
店	60	1.2%
洞	55	1.1%
Other values (653)	3920	79.0%

Hangul

Value	Count	Frequency (%)
관	136	5.7%
서	63	2.6%
사	52	2.2%
물	51	2.1%
박	51	2.1%
대	45	1.9%
울	44	1.8%
문	36	1.5%
원	34	1.4%
광	32	1.3%
Other values (377)	1848	77.3%

None

Value	Count	Frequency (%)
·	33	42.9%
）	16	20.8%
（	16	20.8%
：	3	3.9%
／	2	2.6%
」	2	2.6%
「	2	2.6%
＆	1	1.3%
、	1	1.3%
	1	1.3%

Hiragana

Value	Count	Frequency (%)
り	7	18.9%
の	6	16.2%
が	2	5.4%
と	2	5.4%
い	2	5.4%
も	2	5.4%
ま	2	5.4%
じ	1	2.7%
ゃ	1	2.7%
ご	1	2.7%
Other values (11)	11	29.7%

Punctuation

Value	Count	Frequency (%)
’	4	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
魯	2	66.7%
樂	1	33.3%

Box Drawing

Value	Count	Frequency (%)
─	1	100.0%

콘텐츠URL
Text

UNIQUE

Distinct	1957
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	204
Median length	190
Mean length	136.51303
Min length	124

Characters and Unicode

Total characters	267156
Distinct characters	1069
Distinct categories	14 ?
Distinct scripts	7 ?
Distinct blocks	9 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1957 ?
Unique (%)	100.0%

Sample

1st row	https://english.visitseoul.net/attractions/Baekyang-2024/ENP8onuvv?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENP8onuvv
2nd row	https://english.visitseoul.net/attractions/2024-Chaeseokjangjeonmangdae/ENPauov7d?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENPauov7d
3rd row	https://english.visitseoul.net/attractions/2024-changsincliff/ENPgvo4y2?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENPgvo4y2
4th row	https://english.visitseoul.net/attractions/ChoongAngHighSchool/ENPgcblme?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENPgcblme
5th row	https://english.visitseoul.net/attractions/ChoongAngStore/ENPl7gype?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENPl7gype

Value	Count	Frequency (%)
https://english.visitseoul.net/attractions/baekyang-2024/enp8onuvv?utm_source=seoulopendata&utm_medium=attractions&utm_content=enp8onuvv	1	0.1%
https://chinese.visitseoul.net/attractions/2023043/cnpw01l8t?utm_source=seoulopendata&utm_medium=attractions&utm_content=cnpw01l8t	1	0.1%
https://tchinese.visitseoul.net/attractions/死六臣公園/tcp004513?utm_source=seoulopendata&utm_medium=attractions&utm_content=tcp004513	1	0.1%
https://chinese.visitseoul.net/attractions/文化理容院1/cnp026953?utm_source=seoulopendata&utm_medium=attractions&utm_content=cnp026953	1	0.1%
https://tchinese.visitseoul.net/attractions/孫基禎紀念館/tcp006995?utm_source=seoulopendata&utm_medium=attractions&utm_content=tcp006995	1	0.1%
https://chinese.visitseoul.net/attractions/?路西服店/cnp024708?utm_source=seoulopendata&utm_medium=attractions&utm_content=cnp024708	1	0.1%
https://japanese.visitseoul.net/attractions/hongik-bookstore-jp/jpp028332?utm_source=seoulopendata&utm_medium=attractions&utm_content=jpp028332	1	0.1%
https://chinese.visitseoul.net/attractions/弘智?和?春台城（홍지문탕춘대성）/cnp004101?utm_source=seoulopendata&utm_medium=attractions&utm_content=cnp004101	1	0.1%
https://tchinese.visitseoul.net/attractions/弘智門和蕩春臺城/tcp004101?utm_source=seoulopendata&utm_medium=attractions&utm_content=tcp004101	1	0.1%
https://tchinese.visitseoul.net/attractions/2023015/tcpqc1t0c?utm_source=seoulopendata&utm_medium=attractions&utm_content=tcpqc1t0c	1	0.1%
Other values (1947)	1947	99.5%

Most occurring characters

Value	Count	Frequency (%)
t	32539	12.2%
e	18433	6.9%
s	16021	6.0%
o	15520	5.8%
n	15148	5.7%
u	14677	5.5%
a	14238	5.3%
i	11861	4.4%
m	10397	3.9%
/	9787	3.7%
Other values (1059)	108535	40.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	189300	70.9%
Decimal Number	22533	8.4%
Other Punctuation	22275	8.3%
Uppercase Letter	13660	5.1%
Math Symbol	5871	2.2%
Connector Punctuation	5871	2.2%
Other Letter	5577	2.1%
Dash Punctuation	2007	0.8%
Open Punctuation	26	< 0.1%
Close Punctuation	25	< 0.1%
Other values (4)	11	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	144	2.6%
館	141	2.5%
博	115	2.1%
物	114	2.0%
首	67	1.2%
大	59	1.1%
박	58	1.0%
서	57	1.0%
사	57	1.0%
물	53	1.0%
Other values (970)	4712	84.5%

Lowercase Letter

Value	Count	Frequency (%)
t	32539	17.2%
e	18433	9.7%
s	16021	8.5%
o	15520	8.2%
n	15148	8.0%
u	14677	7.8%
a	14238	7.5%
i	11861	6.3%
m	10397	5.5%
c	9100	4.8%
Other values (21)	31366	16.6%

Uppercase Letter

Value	Count	Frequency (%)
P	4832	35.4%
C	1749	12.8%
N	1641	12.0%
T	911	6.7%
J	874	6.4%
E	845	6.2%
K	829	6.1%
O	802	5.9%
S	249	1.8%
M	175	1.3%
Other values (16)	753	5.5%

Decimal Number

Value	Count	Frequency (%)
0	6612	29.3%
2	3289	14.6%
1	2195	9.7%
3	2119	9.4%
5	1593	7.1%
7	1400	6.2%
4	1373	6.1%
6	1363	6.0%
9	1323	5.9%
8	1266	5.6%

Other Punctuation

Value	Count	Frequency (%)
/	9787	43.9%
&	3914	17.6%
.	3914	17.6%
?	2696	12.1%
:	1957	8.8%
·	5	< 0.1%
：	2	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
（	24	92.3%
「	1	3.8%
(	1	3.8%

Close Punctuation

Value	Count	Frequency (%)
）	23	92.0%
」	1	4.0%
)	1	4.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2005	99.9%
―	2	0.1%

Final Punctuation

Value	Count	Frequency (%)
’	3	75.0%
”	1	25.0%

Math Symbol

Value	Count	Frequency (%)
=	5871	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5871	100.0%

Format

Value	Count	Frequency (%)
	5	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	1	100.0%

Other Symbol

Value	Count	Frequency (%)
─	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	202953	76.0%
Common	58619	21.9%
Han	3116	1.2%
Hangul	2202	0.8%
Katakana	251	0.1%
Hiragana	8	< 0.1%
Cyrillic	7	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
館	141	4.5%
博	115	3.7%
物	114	3.7%
首	67	2.2%
大	59	1.9%
立	47	1.5%
美	41	1.3%
旅	39	1.3%
史	38	1.2%
中	36	1.2%
Other values (573)	2419	77.6%

Hangul

Value	Count	Frequency (%)
관	144	6.5%
박	58	2.6%
서	57	2.6%
사	57	2.6%
물	53	2.4%
대	48	2.2%
울	37	1.7%
문	36	1.6%
광	33	1.5%
성	32	1.5%
Other values (328)	1647	74.8%

Katakana

Value	Count	Frequency (%)
ン	32	12.7%
ル	20	8.0%
ウ	16	6.4%
ソ	16	6.4%
ャ	10	4.0%
ラ	9	3.6%
リ	9	3.6%
ス	9	3.6%
ジ	9	3.6%
チ	9	3.6%
Other values (42)	112	44.6%

Latin

Value	Count	Frequency (%)
t	32539	16.0%
e	18433	9.1%
s	16021	7.9%
o	15520	7.6%
n	15148	7.5%
u	14677	7.2%
a	14238	7.0%
i	11861	5.8%
m	10397	5.1%
c	9100	4.5%
Other values (41)	45019	22.2%

Common

Value	Count	Frequency (%)
/	9787	16.7%
0	6612	11.3%
=	5871	10.0%
_	5871	10.0%
&	3914	6.7%
.	3914	6.7%
2	3289	5.6%
?	2696	4.6%
1	2195	3.7%
3	2119	3.6%
Other values (22)	12351	21.1%

Hiragana

Value	Count	Frequency (%)
り	2	25.0%
が	1	12.5%
い	1	12.5%
ゃ	1	12.5%
じ	1	12.5%
も	1	12.5%
の	1	12.5%

Cyrillic

Value	Count	Frequency (%)
т	2	28.6%
р	1	14.3%
е	1	14.3%
у	1	14.3%
с	1	14.3%
Э	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	261503	97.9%
CJK	3116	1.2%
Hangul	2202	0.8%
Katakana	251	0.1%
None	61	< 0.1%
Hiragana	8	< 0.1%
Punctuation	7	< 0.1%
Cyrillic	7	< 0.1%
Box Drawing	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	32539	12.4%
e	18433	7.0%
s	16021	6.1%
o	15520	5.9%
n	15148	5.8%
u	14677	5.6%
a	14238	5.4%
i	11861	4.5%
m	10397	4.0%
/	9787	3.7%
Other values (61)	102882	39.3%

Hangul

Value	Count	Frequency (%)
관	144	6.5%
박	58	2.6%
서	57	2.6%
사	57	2.6%
물	53	2.4%
대	48	2.2%
울	37	1.7%
문	36	1.6%
광	33	1.5%
성	32	1.5%
Other values (328)	1647	74.8%

CJK

Value	Count	Frequency (%)
館	141	4.5%
博	115	3.7%
物	114	3.7%
首	67	2.2%
大	59	1.9%
立	47	1.5%
美	41	1.3%
旅	39	1.3%
史	38	1.2%
中	36	1.2%
Other values (573)	2419	77.6%

Katakana

Value	Count	Frequency (%)
ン	32	12.7%
ル	20	8.0%
ウ	16	6.4%
ソ	16	6.4%
ャ	10	4.0%
ラ	9	3.6%
リ	9	3.6%
ス	9	3.6%
ジ	9	3.6%
チ	9	3.6%
Other values (42)	112	44.6%

None

Value	Count	Frequency (%)
（	24	39.3%
）	23	37.7%
	5	8.2%
·	5	8.2%
：	2	3.3%
」	1	1.6%
「	1	1.6%

Punctuation

Value	Count	Frequency (%)
’	3	42.9%
―	2	28.6%
”	1	14.3%
“	1	14.3%

Hiragana

Value	Count	Frequency (%)
り	2	25.0%
が	1	12.5%
い	1	12.5%
ゃ	1	12.5%
じ	1	12.5%
も	1	12.5%
の	1	12.5%

Cyrillic

Value	Count	Frequency (%)
т	2	28.6%
р	1	14.3%
е	1	14.3%
у	1	14.3%
с	1	14.3%
Э	1	14.3%

Box Drawing

Value	Count	Frequency (%)
─	1	100.0%

주소
Text

Distinct	1324
Distinct (%)	67.7%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	79
Median length	65
Mean length	19.777721
Min length	2

Characters and Unicode

Total characters	38705
Distinct characters	685
Distinct categories	12 ?
Distinct scripts	6 ?
Distinct blocks	7 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1271 ?
Unique (%)	64.9%

Sample

1st row	140-24, Gye-dong, Jongno-gu, Seoul, Korea
2nd row	서울 종로구 창신동 23-322
3rd row	서울 종로구 창신동 23-322
4th row	1, Gye-dong, Jongno-gu, Seoul, Korea
5th row	2-105, Gye-dong, Jongno-gu, Seoul, Korea

Value	Count	Frequency (%)
서울	331	6.6%
seoul	277	5.5%
종로구	129	2.6%
jongno-gu	114	2.3%
중구	65	1.3%
jung-gu	44	0.9%
korea	43	0.9%
1-1	29	0.6%
100-120	29	0.6%
110-062	27	0.5%
Other values (1784)	3905	78.2%

Most occurring characters

Value	Count	Frequency (%)
	6125	15.8%
1	2974	7.7%
-	2442	6.3%
0	2014	5.2%
2	1268	3.3%
?	1185	3.1%
o	1174	3.0%
g	1001	2.6%
n	969	2.5%
3	845	2.2%
Other values (675)	18708	48.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10758	27.8%
Other Letter	10054	26.0%
Lowercase Letter	6192	16.0%
Space Separator	6126	15.8%
Dash Punctuation	2442	6.3%
Other Punctuation	1996	5.2%
Uppercase Letter	954	2.5%
Close Punctuation	88	0.2%
Open Punctuation	88	0.2%
Control	4	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
市	639	6.4%
洞	625	6.2%
首	495	4.9%
路	443	4.4%
서	421	4.2%
울	365	3.6%
구	362	3.6%
동	332	3.3%
ル	277	2.8%
ソ	270	2.7%
Other values (604)	5825	57.9%

Lowercase Letter

Value	Count	Frequency (%)
o	1174	19.0%
g	1001	16.2%
n	969	15.6%
u	720	11.6%
e	580	9.4%
a	370	6.0%
l	331	5.3%
d	273	4.4%
i	114	1.8%
r	92	1.5%
Other values (13)	568	9.2%

Uppercase Letter

Value	Count	Frequency (%)
S	403	42.2%
J	180	18.9%
G	71	7.4%
Y	45	4.7%
K	44	4.6%
B	31	3.2%
H	29	3.0%
M	24	2.5%
D	21	2.2%
N	18	1.9%
Other values (13)	88	9.2%

Decimal Number

Value	Count	Frequency (%)
1	2974	27.6%
0	2014	18.7%
2	1268	11.8%
3	845	7.9%
8	726	6.7%
4	714	6.6%
5	681	6.3%
7	628	5.8%
6	522	4.9%
9	386	3.6%

Other Punctuation

Value	Count	Frequency (%)
?	1185	59.4%
,	807	40.4%
·	2	0.1%
.	1	0.1%
，	1	0.1%

Space Separator

Value	Count	Frequency (%)
	6125	> 99.9%
	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	84	95.5%
）	4	4.5%

Open Punctuation

Value	Count	Frequency (%)
(	84	95.5%
（	4	4.5%

Dash Punctuation

Value	Count	Frequency (%)
-	2442	100.0%

Control

Value	Count	Frequency (%)
	4	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Format

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21505	55.6%
Latin	7146	18.5%
Han	5719	14.8%
Hangul	3332	8.6%
Katakana	1000	2.6%
Hiragana	3	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
市	639	11.2%
洞	625	10.9%
首	495	8.7%
路	443	7.7%
區	267	4.7%
爾	261	4.6%
街	169	3.0%
中	147	2.6%
鍾	137	2.4%
山	117	2.0%
Other values (333)	2419	42.3%

Hangul

Value	Count	Frequency (%)
서	421	12.6%
울	365	11.0%
구	362	10.9%
동	332	10.0%
로	186	5.6%
종	143	4.3%
가	83	2.5%
중	68	2.0%
산	57	1.7%
강	42	1.3%
Other values (206)	1273	38.2%

Katakana

Value	Count	Frequency (%)
ル	277	27.7%
ソ	270	27.0%
ウ	269	26.9%
ン	42	4.2%
ョ	11	1.1%
チ	8	0.8%
ノ	7	0.7%
ム	7	0.7%
リ	7	0.7%
タ	6	0.6%
Other values (42)	96	9.6%

Latin

Value	Count	Frequency (%)
o	1174	16.4%
g	1001	14.0%
n	969	13.6%
u	720	10.1%
e	580	8.1%
S	403	5.6%
a	370	5.2%
l	331	4.6%
d	273	3.8%
J	180	2.5%
Other values (36)	1145	16.0%

Common

Value	Count	Frequency (%)
	6125	28.5%
1	2974	13.8%
-	2442	11.4%
0	2014	9.4%
2	1268	5.9%
?	1185	5.5%
3	845	3.9%
,	807	3.8%
8	726	3.4%
4	714	3.3%
Other values (15)	2405	11.2%

Hiragana

Value	Count	Frequency (%)
ど	1	33.3%
も	1	33.3%
の	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28638	74.0%
CJK	5704	14.7%
Hangul	3332	8.6%
Katakana	1000	2.6%
CJK Compat Ideographs	15	< 0.1%
None	13	< 0.1%
Hiragana	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6125	21.4%
1	2974	10.4%
-	2442	8.5%
0	2014	7.0%
2	1268	4.4%
?	1185	4.1%
o	1174	4.1%
g	1001	3.5%
n	969	3.4%
3	845	3.0%
Other values (55)	8641	30.2%

CJK

Value	Count	Frequency (%)
市	639	11.2%
洞	625	11.0%
首	495	8.7%
路	443	7.8%
區	267	4.7%
爾	261	4.6%
街	169	3.0%
中	147	2.6%
鍾	137	2.4%
山	117	2.1%
Other values (326)	2404	42.1%

Hangul

Value	Count	Frequency (%)
서	421	12.6%
울	365	11.0%
구	362	10.9%
동	332	10.0%
로	186	5.6%
종	143	4.3%
가	83	2.5%
중	68	2.0%
산	57	1.7%
강	42	1.3%
Other values (206)	1273	38.2%

Katakana

Value	Count	Frequency (%)
ル	277	27.7%
ソ	270	27.0%
ウ	269	26.9%
ン	42	4.2%
ョ	11	1.1%
チ	8	0.8%
ノ	7	0.7%
ム	7	0.7%
リ	7	0.7%
タ	6	0.6%
Other values (42)	96	9.6%

CJK Compat Ideographs

Value	Count	Frequency (%)
龍	7	46.7%
陵	2	13.3%
串	2	13.3%
碌	1	6.7%
磻	1	6.7%
蓮	1	6.7%
蘆	1	6.7%

None

Value	Count	Frequency (%)
）	4	30.8%
（	4	30.8%
·	2	15.4%
	1	7.7%
，	1	7.7%
	1	7.7%

Hiragana

Value	Count	Frequency (%)
ど	1	33.3%
も	1	33.3%
の	1	33.3%

신주소
Text

Distinct	1913
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	102
Median length	72
Mean length	31.643332
Min length	2

Characters and Unicode

Total characters	61926
Distinct characters	1003
Distinct categories	12 ?
Distinct scripts	6 ?
Distinct blocks	8 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1882 ?
Unique (%)	96.2%

Sample

1st row	03057 54 Gyedong-gil, Jongno-gu, Seoul
2nd row	03091 51 Naksan 5-gil, Jongno-gu, Seoul
3rd row	03091 23-322 Changsin-dong, Dongdaemun-gu, Seoul
4th row	03051 164 Changdeokgung-gil, Jongno-gu, Seoul
5th row	03051 162 Changdeokgung-gil, Jongno-gu, Seoul

Value	Count	Frequency (%)
seoul	397	5.1%
서울	329	4.2%
jongno-gu	139	1.8%
종로구	137	1.8%
jung-gu	60	0.8%
중구	59	0.8%
서울특별시	43	0.6%
03056	31	0.4%
03145	29	0.4%
yongsan-gu	29	0.4%
Other values (3142)	6542	83.9%

Most occurring characters

Value	Count	Frequency (%)
	7761	12.5%
0	3276	5.3%
1	2537	4.1%
?	2102	3.4%
3	1890	3.1%
o	1666	2.7%
2	1509	2.4%
4	1443	2.3%
5	1384	2.2%
-	1382	2.2%
Other values (993)	36976	59.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	20273	32.7%
Decimal Number	15482	25.0%
Lowercase Letter	9534	15.4%
Space Separator	7761	12.5%
Other Punctuation	3593	5.8%
Uppercase Letter	1556	2.5%
Dash Punctuation	1382	2.2%
Open Punctuation	1169	1.9%
Close Punctuation	1168	1.9%
Math Symbol	5	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
路	1117	5.5%
ン	867	4.3%
市	789	3.9%
首	577	2.8%
ル	573	2.8%
로	488	2.4%
서	468	2.3%
街	446	2.2%
洞	444	2.2%
울	405	2.0%
Other values (912)	14099	69.5%

Lowercase Letter

Value	Count	Frequency (%)
o	1666	17.5%
g	1348	14.1%
n	1178	12.4%
u	1107	11.6%
e	921	9.7%
l	686	7.2%
a	614	6.4%
r	430	4.5%
i	323	3.4%
d	208	2.2%
Other values (15)	1053	11.0%

Uppercase Letter

Value	Count	Frequency (%)
S	575	37.0%
J	229	14.7%
Y	84	5.4%
G	82	5.3%
B	75	4.8%
D	61	3.9%
I	54	3.5%
H	46	3.0%
C	40	2.6%
M	36	2.3%
Other values (14)	274	17.6%

Decimal Number

Value	Count	Frequency (%)
0	3276	21.2%
1	2537	16.4%
3	1890	12.2%
2	1509	9.7%
4	1443	9.3%
5	1384	8.9%
6	1008	6.5%
7	1003	6.5%
8	783	5.1%
9	648	4.2%

Other Punctuation

Value	Count	Frequency (%)
?	2102	58.5%
,	1298	36.1%
，	97	2.7%
、	55	1.5%
.	15	0.4%
#	14	0.4%
·	7	0.2%
&	3	0.1%
'	1	< 0.1%
:	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1130	96.7%
）	37	3.2%
」	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1127	96.4%
（	41	3.5%
「	1	0.1%

Space Separator

Value	Count	Frequency (%)
	7761	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1382	100.0%

Math Symbol

Value	Count	Frequency (%)
~	5	100.0%

Control

Value	Count	Frequency (%)
	2	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30563	49.4%
Latin	11090	17.9%
Han	9474	15.3%
Hangul	5716	9.2%
Katakana	5069	8.2%
Hiragana	14	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
路	1117	11.8%
市	789	8.3%
首	577	6.1%
街	446	4.7%
洞	444	4.7%
區	391	4.1%
爾	294	3.1%
大	276	2.9%
中	216	2.3%
鍾	169	1.8%
Other values (511)	4755	50.2%

Hangul

Value	Count	Frequency (%)
로	488	8.5%
서	468	8.2%
울	405	7.1%
구	388	6.8%
동	300	5.2%
종	181	3.2%
길	172	3.0%
대	132	2.3%
관	87	1.5%
가	78	1.4%
Other values (313)	3017	52.8%

Katakana

Value	Count	Frequency (%)
ン	867	17.1%
ル	573	11.3%
ソ	394	7.8%
ウ	366	7.2%
ロ	313	6.2%
チ	290	5.7%
ョ	278	5.5%
ギ	196	3.9%
ノ	126	2.5%
ク	105	2.1%
Other values (62)	1561	30.8%

Latin

Value	Count	Frequency (%)
o	1666	15.0%
g	1348	12.2%
n	1178	10.6%
u	1107	10.0%
e	921	8.3%
l	686	6.2%
a	614	5.5%
S	575	5.2%
r	430	3.9%
i	323	2.9%
Other values (39)	2242	20.2%

Common

Value	Count	Frequency (%)
	7761	25.4%
0	3276	10.7%
1	2537	8.3%
?	2102	6.9%
3	1890	6.2%
2	1509	4.9%
4	1443	4.7%
5	1384	4.5%
-	1382	4.5%
,	1298	4.2%
Other values (22)	5981	19.6%

Hiragana

Value	Count	Frequency (%)
の	9	64.3%
り	1	7.1%
へ	1	7.1%
と	1	7.1%
も	1	7.1%
ど	1	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41412	66.9%
CJK	9458	15.3%
Hangul	5716	9.2%
Katakana	5069	8.2%
None	240	0.4%
CJK Compat Ideographs	16	< 0.1%
Hiragana	14	< 0.1%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7761	18.7%
0	3276	7.9%
1	2537	6.1%
?	2102	5.1%
3	1890	4.6%
o	1666	4.0%
2	1509	3.6%
4	1443	3.5%
5	1384	3.3%
-	1382	3.3%
Other values (62)	16462	39.8%

CJK

Value	Count	Frequency (%)
路	1117	11.8%
市	789	8.3%
首	577	6.1%
街	446	4.7%
洞	444	4.7%
區	391	4.1%
爾	294	3.1%
大	276	2.9%
中	216	2.3%
鍾	169	1.8%
Other values (504)	4739	50.1%

Katakana

Value	Count	Frequency (%)
ン	867	17.1%
ル	573	11.3%
ソ	394	7.8%
ウ	366	7.2%
ロ	313	6.2%
チ	290	5.7%
ョ	278	5.5%
ギ	196	3.9%
ノ	126	2.5%
ク	105	2.1%
Other values (62)	1561	30.8%

Hangul

Value	Count	Frequency (%)
로	488	8.5%
서	468	8.2%
울	405	7.1%
구	388	6.8%
동	300	5.2%
종	181	3.2%
길	172	3.0%
대	132	2.3%
관	87	1.5%
가	78	1.4%
Other values (313)	3017	52.8%

None

Value	Count	Frequency (%)
，	97	40.4%
、	55	22.9%
（	41	17.1%
）	37	15.4%
·	7	2.9%
２	1	0.4%
」	1	0.4%
「	1	0.4%

Hiragana

Value	Count	Frequency (%)
の	9	64.3%
り	1	7.1%
へ	1	7.1%
と	1	7.1%
も	1	7.1%
ど	1	7.1%

CJK Compat Ideographs

Value	Count	Frequency (%)
龍	9	56.2%
陵	2	12.5%
蘆	1	6.2%
論	1	6.2%
蓮	1	6.2%
磻	1	6.2%
碌	1	6.2%

Punctuation

Value	Count	Frequency (%)
’	1	100.0%

전화번호
Text

MISSING

Distinct	769
Distinct (%)	41.7%
Missing	113
Missing (%)	5.8%
Memory size	15.4 KiB

Length

Max length	87
Median length	67
Mean length	14.065076
Min length	6

Characters and Unicode

Total characters	25936
Distinct characters	115
Distinct categories	12 ?
Distinct scripts	5 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	398 ?
Unique (%)	21.6%

Sample

1st row	+82-2-762-1261
2nd row	+82-507-1330-5416
3rd row	+82-2-742-1321
4th row	+82-2-2261-0501
5th row	+82-2-3780-0578

Value	Count	Frequency (%)
82-2-120	38	2.0%
02-120	12	0.6%
82-2-724-0274	9	0.5%
82-2-793-8249	8	0.4%
82-2-970-4500	8	0.4%
82-2-3780-0578	8	0.4%
82-2-2077-9000	8	0.4%
82-2)2133-5695	8	0.4%
82-2-731-0412	7	0.4%
82-2-762-4868	7	0.4%
Other values (764)	1746	93.9%

Most occurring characters

Value	Count	Frequency (%)
-	5132	19.8%
2	4851	18.7%
8	2490	9.6%
0	2228	8.6%
3	1630	6.3%
7	1627	6.3%
+	1494	5.8%
1	1483	5.7%
4	1269	4.9%
6	1147	4.4%
Other values (105)	2585	10.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18940	73.0%
Dash Punctuation	5132	19.8%
Math Symbol	1530	5.9%
Other Letter	103	0.4%
Lowercase Letter	81	0.3%
Other Punctuation	53	0.2%
Space Separator	27	0.1%
Close Punctuation	26	0.1%
Open Punctuation	16	0.1%
Uppercase Letter	14	0.1%
Other values (2)	14	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
物	6	5.8%
博	6	5.8%
旅	5	4.9%
服	5	4.9%
관	4	3.9%
館	4	3.9%
史	3	2.9%
自	3	2.9%
然	3	2.9%
念	3	2.9%
Other values (48)	61	59.2%

Lowercase Letter

Value	Count	Frequency (%)
s	11	13.6%
e	10	12.3%
u	9	11.1%
r	8	9.9%
t	8	9.9%
i	6	7.4%
o	6	7.4%
n	5	6.2%
a	5	6.2%
m	4	4.9%
Other values (7)	9	11.1%

Decimal Number

Value	Count	Frequency (%)
2	4851	25.6%
8	2490	13.1%
0	2228	11.8%
3	1630	8.6%
7	1627	8.6%
1	1483	7.8%
4	1269	6.7%
6	1147	6.1%
9	1118	5.9%
5	1097	5.8%

Other Punctuation

Value	Count	Frequency (%)
?	15	28.3%
/	14	26.4%
,	7	13.2%
：	6	11.3%
:	4	7.5%
，	3	5.7%
、	2	3.8%
.	1	1.9%
／	1	1.9%

Uppercase Letter

Value	Count	Frequency (%)
C	3	21.4%
M	3	21.4%
T	2	14.3%
D	1	7.1%
I	1	7.1%
S	1	7.1%
N	1	7.1%
H	1	7.1%
A	1	7.1%

Math Symbol

Value	Count	Frequency (%)
+	1494	97.6%
~	34	2.2%
<	1	0.1%
>	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	22	84.6%
）	4	15.4%

Open Punctuation

Value	Count	Frequency (%)
(	12	75.0%
（	4	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5132	100.0%

Space Separator

Value	Count	Frequency (%)
	27	100.0%

Control

Value	Count	Frequency (%)
	12	100.0%

Format

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25738	99.2%
Latin	95	0.4%
Han	69	0.3%
Hangul	31	0.1%
Katakana	3	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	5132	19.9%
2	4851	18.8%
8	2490	9.7%
0	2228	8.7%
3	1630	6.3%
7	1627	6.3%
+	1494	5.8%
1	1483	5.8%
4	1269	4.9%
6	1147	4.5%
Other values (21)	2387	9.3%

Han

Value	Count	Frequency (%)
物	6	8.7%
博	6	8.7%
旅	5	7.2%
服	5	7.2%
館	4	5.8%
史	3	4.3%
自	3	4.3%
然	3	4.3%
念	3	4.3%
品	3	4.3%
Other values (21)	28	40.6%

Latin

Value	Count	Frequency (%)
s	11	11.6%
e	10	10.5%
u	9	9.5%
r	8	8.4%
t	8	8.4%
i	6	6.3%
o	6	6.3%
n	5	5.3%
a	5	5.3%
m	4	4.2%
Other values (16)	23	24.2%

Hangul

Value	Count	Frequency (%)
관	4	12.9%
자	2	6.5%
내	2	6.5%
물	2	6.5%
박	2	6.5%
기	1	3.2%
선	1	3.2%
사	1	3.2%
연	1	3.2%
식	1	3.2%
Other values (14)	14	45.2%

Katakana

Value	Count	Frequency (%)
セ	1	33.3%
ン	1	33.3%
タ	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25811	99.5%
CJK	69	0.3%
Hangul	31	0.1%
None	22	0.1%
Katakana	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	5132	19.9%
2	4851	18.8%
8	2490	9.6%
0	2228	8.6%
3	1630	6.3%
7	1627	6.3%
+	1494	5.8%
1	1483	5.7%
4	1269	4.9%
6	1147	4.4%
Other values (40)	2460	9.5%

None

Value	Count	Frequency (%)
：	6	27.3%
（	4	18.2%
）	4	18.2%
，	3	13.6%
	2	9.1%
、	2	9.1%
／	1	4.5%

CJK

Value	Count	Frequency (%)
物	6	8.7%
博	6	8.7%
旅	5	7.2%
服	5	7.2%
館	4	5.8%
史	3	4.3%
自	3	4.3%
然	3	4.3%
念	3	4.3%
品	3	4.3%
Other values (21)	28	40.6%

Hangul

Value	Count	Frequency (%)
관	4	12.9%
자	2	6.5%
내	2	6.5%
물	2	6.5%
박	2	6.5%
기	1	3.2%
선	1	3.2%
사	1	3.2%
연	1	3.2%
식	1	3.2%
Other values (14)	14	45.2%

Katakana

Value	Count	Frequency (%)
セ	1	33.3%
ン	1	33.3%
タ	1	33.3%

팩스번호
Categorical

HIGH CORRELATION IMBALANCE

Distinct	48
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

<NA>	1862
+82-2-2147-3874	4
+82-2-996-0456	4
+82-2-957-2569	4
+82-2-753-4254	4
Other values (43)	79

Length

Max length	18
Median length	4
Mean length	4.4772611
Min length	4

Unique

Unique	25 ?
Unique (%)	1.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1862	95.1%
+82-2-2147-3874	4	0.2%
+82-2-996-0456	4	0.2%
+82-2-957-2569	4	0.2%
+82-2-753-4254	4	0.2%
+82-2-969-9245	4	0.2%
+82-2-788-3664	4	0.2%
+82-2-2660-2488	4	0.2%
+82-2-766-8643	4	0.2%
+82-2-732-9928	4	0.2%
Other values (38)	59	3.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1862	94.8%
9470	5	0.3%
82-2-996-0456	4	0.2%
82-2-957-2569	4	0.2%
82-2-753-4254	4	0.2%
82-2-969-9245	4	0.2%
82-2-788-3664	4	0.2%
82-2-2660-2488	4	0.2%
82-2-766-8643	4	0.2%
82-2-732-9928	4	0.2%
Other values (39)	66	3.4%

웹사이트
Text

MISSING

Distinct	491
Distinct (%)	36.6%
Missing	614
Missing (%)	31.4%
Memory size	15.4 KiB

Length

Max length	233
Median length	90
Mean length	35.12137
Min length	14

Characters and Unicode

Total characters	47168
Distinct characters	76
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	208 ?
Unique (%)	15.5%

Sample

1st row	https://www.hanokmaeul.or.kr/
2nd row	https://sema.seoul.go.kr/en/index
3rd row	https://sema.seoul.go.kr/en/index
4th row	https://lib.seoul.go.kr/rwww/html/ko/seoulArchRoom.jsp
5th row	https://sema.seoul.go.kr/

Value	Count	Frequency (%)
http://www.sta.or.kr	40	3.0%
http://www.mmca.go.kr	9	0.7%
http://www.deoksugung.go.kr	8	0.6%
http://dmvillage.info	7	0.5%
http://www.museum.seoul.kr	6	0.4%
http://sewoon.org	6	0.4%
https://sema.seoul.go.kr/en/index	6	0.4%
http://plaza.seoul.go.kr/gwanghwamun	6	0.4%
http://www.pkmgallery.com	5	0.4%
https://culture.gangseo.seoul.kr	5	0.4%
Other values (478)	1257	92.8%

Most occurring characters

Value	Count	Frequency (%)
/	4193	8.9%
.	3695	7.8%
t	3667	7.8%
o	3074	6.5%
w	2696	5.7%
e	2388	5.1%
r	2157	4.6%
s	1971	4.2%
a	1923	4.1%
h	1899	4.0%
Other values (66)	19505	41.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	35014	74.2%
Other Punctuation	9425	20.0%
Decimal Number	1303	2.8%
Uppercase Letter	712	1.5%
Math Symbol	313	0.7%
Connector Punctuation	285	0.6%
Dash Punctuation	48	0.1%
Space Separator	35	0.1%
Other Letter	25	0.1%
Control	8	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	3667	10.5%
o	3074	8.8%
w	2696	7.7%
e	2388	6.8%
r	2157	6.2%
s	1971	5.6%
a	1923	5.5%
h	1899	5.4%
n	1816	5.2%
p	1777	5.1%
Other values (16)	11646	33.3%

Uppercase Letter

Value	Count	Frequency (%)
I	121	17.0%
H	86	12.1%
R	64	9.0%
P	54	7.6%
C	53	7.4%
V	47	6.6%
T	46	6.5%
N	42	5.9%
G	29	4.1%
A	26	3.7%
Other values (11)	144	20.2%

Decimal Number

Value	Count	Frequency (%)
0	413	31.7%
1	271	20.8%
2	166	12.7%
3	86	6.6%
6	84	6.4%
5	80	6.1%
4	67	5.1%
7	52	4.0%
9	46	3.5%
8	38	2.9%

Other Punctuation

Value	Count	Frequency (%)
/	4193	44.5%
.	3695	39.2%
:	1199	12.7%
?	183	1.9%
&	129	1.4%
#	17	0.2%
,	6	0.1%
;	2	< 0.1%
'	1	< 0.1%

Other Letter

Value	Count	Frequency (%)
사	5	20.0%
동	5	20.0%
인	5	20.0%
녕	5	20.0%
안	5	20.0%

Math Symbol

Value	Count	Frequency (%)
=	313	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	285	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	48	100.0%

Space Separator

Value	Count	Frequency (%)
	35	100.0%

Control

Value	Count	Frequency (%)
	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	35726	75.7%
Common	11417	24.2%
Hangul	25	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	3667	10.3%
o	3074	8.6%
w	2696	7.5%
e	2388	6.7%
r	2157	6.0%
s	1971	5.5%
a	1923	5.4%
h	1899	5.3%
n	1816	5.1%
p	1777	5.0%
Other values (37)	12358	34.6%

Common

Value	Count	Frequency (%)
/	4193	36.7%
.	3695	32.4%
:	1199	10.5%
0	413	3.6%
=	313	2.7%
_	285	2.5%
1	271	2.4%
?	183	1.6%
2	166	1.5%
&	129	1.1%
Other values (14)	570	5.0%

Hangul

Value	Count	Frequency (%)
사	5	20.0%
동	5	20.0%
인	5	20.0%
녕	5	20.0%
안	5	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47143	99.9%
Hangul	25	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	4193	8.9%
.	3695	7.8%
t	3667	7.8%
o	3074	6.5%
w	2696	5.7%
e	2388	5.1%
r	2157	4.6%
s	1971	4.2%
a	1923	4.1%
h	1899	4.0%
Other values (61)	19480	41.3%

Hangul

Value	Count	Frequency (%)
사	5	20.0%
동	5	20.0%
인	5	20.0%
녕	5	20.0%
안	5	20.0%

운영시간
Text

MISSING

Distinct	1247
Distinct (%)	73.4%
Missing	259
Missing (%)	13.2%
Memory size	15.4 KiB

Length

Max length	396
Median length	202
Mean length	34.687279
Min length	2

Characters and Unicode

Total characters	58899
Distinct characters	865
Distinct categories	14 ?
Distinct scripts	6 ?
Distinct blocks	9 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1107 ?
Unique (%)	65.2%

Sample

1st row	Tue-Fri 10:00 - 20:00 / Sat-Sun 10:00 - 22:00
2nd row	Summer season (April to October) 09:00 - 21:00 KST Winter season (November to March) 09:00 - 20:00 KST * Traditional garden open 24/7
3rd row	성당사무실 화 ~ 금 \| 09:00 ~ 20:30 토 요 일 \| 09:00 ~ 20:00 일 요 일 \| 09:00 ~ 21:00
4th row	Tuesday - Friday 10:00 - 20:00 KST Sat, Holiday 10:00 - 19:00 KST
5th row	週二 - 週五 10:00 - 20:00 週六、公休日 10:00 - 19:00

Value	Count	Frequency (%)
	1313	15.2%
kst	543	6.3%
10:00	353	4.1%
18:00	289	3.3%
09:00	243	2.8%
17:00	143	1.7%
19:00	114	1.3%
daily	101	1.2%
10:00~18:00	90	1.0%
20:00	77	0.9%
Other values (2043)	5385	62.2%

Most occurring characters

Value	Count	Frequency (%)
0	11279	19.1%
	7347	12.5%
:	4995	8.5%
1	4192	7.1%
~	1739	3.0%
9	1184	2.0%
?	1151	2.0%
2	1138	1.9%
-	1034	1.8%
3	1006	1.7%
Other values (855)	23834	40.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20942	35.6%
Other Letter	9691	16.5%
Space Separator	7347	12.5%
Other Punctuation	7346	12.5%
Lowercase Letter	6197	10.5%
Uppercase Letter	2662	4.5%
Math Symbol	1791	3.0%
Dash Punctuation	1035	1.8%
Close Punctuation	944	1.6%
Open Punctuation	929	1.6%
Other values (4)	15	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
月	471	4.9%
日	461	4.8%
周	260	2.7%
일	220	2.3%
入	213	2.2%
週	207	2.1%
時	196	2.0%
월	193	2.0%
間	157	1.6%
場	154	1.6%
Other values (759)	7159	73.9%

Lowercase Letter

Value	Count	Frequency (%)
e	769	12.4%
a	652	10.5%
r	518	8.4%
s	459	7.4%
t	457	7.4%
o	414	6.7%
n	399	6.4%
i	391	6.3%
y	385	6.2%
u	291	4.7%
Other values (16)	1462	23.6%

Uppercase Letter

Value	Count	Frequency (%)
S	707	26.6%
T	640	24.0%
K	585	22.0%
M	128	4.8%
D	112	4.2%
F	72	2.7%
W	64	2.4%
L	60	2.3%
O	45	1.7%
N	41	1.5%
Other values (13)	208	7.8%

Other Punctuation

Value	Count	Frequency (%)
:	4995	68.0%
?	1151	15.7%
,	242	3.3%
、	203	2.8%
*	184	2.5%
/	114	1.6%
※	93	1.3%
：	90	1.2%
，	78	1.1%
.	54	0.7%
Other values (5)	142	1.9%

Decimal Number

Value	Count	Frequency (%)
0	11279	53.9%
1	4192	20.0%
9	1184	5.7%
2	1138	5.4%
3	1006	4.8%
8	944	4.5%
7	622	3.0%
6	269	1.3%
4	182	0.9%
5	125	0.6%

Math Symbol

Value	Count	Frequency (%)
~	1739	97.1%
>	19	1.1%
<	19	1.1%
\|	8	0.4%
∼	3	0.2%
+	3	0.2%

Close Punctuation

Value	Count	Frequency (%)
)	798	84.5%
）	119	12.6%
]	26	2.8%
」	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	789	84.9%
（	113	12.2%
[	26	2.8%
「	1	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1034	99.9%
―	1	0.1%

Space Separator

Value	Count	Frequency (%)
	7347	100.0%

Control

Value	Count	Frequency (%)
	9	100.0%

Format

Value	Count	Frequency (%)
	2	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	2	100.0%

Final Punctuation

Value	Count	Frequency (%)
”	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	40349	68.5%
Latin	8859	15.0%
Han	6054	10.3%
Hangul	2783	4.7%
Hiragana	614	1.0%
Katakana	240	0.4%

Most frequent character per script

Han

Value	Count	Frequency (%)
月	471	7.8%
日	461	7.6%
周	260	4.3%
入	213	3.5%
週	207	3.4%
時	196	3.2%
間	157	2.6%
場	154	2.5%
曜	137	2.3%
六	126	2.1%
Other values (412)	3672	60.7%

Hangul

Value	Count	Frequency (%)
일	220	7.9%
월	193	6.9%
시	140	5.0%
요	97	3.5%
간	95	3.4%
장	81	2.9%
토	68	2.4%
입	67	2.4%
마	64	2.3%
감	55	2.0%
Other values (242)	1703	61.2%

Katakana

Value	Count	Frequency (%)
ト	22	9.2%
ン	21	8.8%
サ	14	5.8%
ス	13	5.4%
ブ	12	5.0%
ッ	11	4.6%
イ	11	4.6%
ウ	10	4.2%
ェ	9	3.8%
ケ	8	3.3%
Other values (42)	109	45.4%

Latin

Value	Count	Frequency (%)
e	769	8.7%
S	707	8.0%
a	652	7.4%
T	640	7.2%
K	585	6.6%
r	518	5.8%
s	459	5.2%
t	457	5.2%
o	414	4.7%
n	399	4.5%
Other values (39)	3259	36.8%

Common

Value	Count	Frequency (%)
0	11279	28.0%
	7347	18.2%
:	4995	12.4%
1	4192	10.4%
~	1739	4.3%
9	1184	2.9%
?	1151	2.9%
2	1138	2.8%
-	1034	2.6%
3	1006	2.5%
Other values (37)	5284	13.1%

Hiragana

Value	Count	Frequency (%)
は	88	14.3%
ま	85	13.8%
で	76	12.4%
の	48	7.8%
り	29	4.7%
が	23	3.7%
な	21	3.4%
る	20	3.3%
に	19	3.1%
す	17	2.8%
Other values (33)	188	30.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48409	82.2%
CJK	6053	10.3%
Hangul	2783	4.7%
None	698	1.2%
Hiragana	614	1.0%
Katakana	240	0.4%
Punctuation	98	0.2%
Math Operators	3	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	11279	23.3%
	7347	15.2%
:	4995	10.3%
1	4192	8.7%
~	1739	3.6%
9	1184	2.4%
?	1151	2.4%
2	1138	2.4%
-	1034	2.1%
3	1006	2.1%
Other values (69)	13344	27.6%

CJK

Value	Count	Frequency (%)
月	471	7.8%
日	461	7.6%
周	260	4.3%
入	213	3.5%
週	207	3.4%
時	196	3.2%
間	157	2.6%
場	154	2.5%
曜	137	2.3%
六	126	2.1%
Other values (411)	3671	60.6%

Hangul

Value	Count	Frequency (%)
일	220	7.9%
월	193	6.9%
시	140	5.0%
요	97	3.5%
간	95	3.4%
장	81	2.9%
토	68	2.4%
입	67	2.4%
마	64	2.3%
감	55	2.0%
Other values (242)	1703	61.2%

None

Value	Count	Frequency (%)
、	203	29.1%
）	119	17.0%
（	113	16.2%
：	90	12.9%
，	78	11.2%
。	38	5.4%
／	33	4.7%
·	19	2.7%
	2	0.3%
「	1	0.1%
Other values (2)	2	0.3%

Punctuation

Value	Count	Frequency (%)
※	93	94.9%
“	2	2.0%
”	2	2.0%
―	1	1.0%

Hiragana

Value	Count	Frequency (%)
は	88	14.3%
ま	85	13.8%
で	76	12.4%
の	48	7.8%
り	29	4.7%
が	23	3.7%
な	21	3.4%
る	20	3.3%
に	19	3.1%
す	17	2.8%
Other values (33)	188	30.6%

Katakana

Value	Count	Frequency (%)
ト	22	9.2%
ン	21	8.8%
サ	14	5.8%
ス	13	5.4%
ブ	12	5.0%
ッ	11	4.6%
イ	11	4.6%
ウ	10	4.2%
ェ	9	3.8%
ケ	8	3.3%
Other values (42)	109	45.4%

Math Operators

Value	Count	Frequency (%)
∼	3	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
金	1	100.0%

운영요일
Text

MISSING

Distinct	225
Distinct (%)	21.7%
Missing	919
Missing (%)	47.0%
Memory size	15.4 KiB

Length

Max length	60
Median length	58
Mean length	5.6868979
Min length	2

Characters and Unicode

Total characters	5903
Distinct characters	249
Distinct categories	11 ?
Distinct scripts	6 ?
Distinct blocks	7 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	137 ?
Unique (%)	13.2%

Sample

1st row	Tue-Sun
2nd row	Tues - Sun
3rd row	週二 - 週日
4th row	Tuesday, Wednesday, Thursday, Friday, Saturday, Sunday
5th row	Daily

Value	Count	Frequency (%)
화~일	78	5.8%
每天	73	5.4%
매일	70	5.2%
日	69	5.1%
	68	5.0%
daily	62	4.6%
週二~週日	61	4.5%
每日	60	4.5%
周二~周日	39	2.9%
週一~週六	26	1.9%
Other values (225)	742	55.0%

Most occurring characters

Value	Count	Frequency (%)
日	475	8.0%
~	426	7.2%
	346	5.9%
週	323	5.5%
周	258	4.4%
일	220	3.7%
a	204	3.5%
二	189	3.2%
y	179	3.0%
?	178	3.0%
Other values (239)	3105	52.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3124	52.9%
Lowercase Letter	1245	21.1%
Math Symbol	426	7.2%
Space Separator	346	5.9%
Other Punctuation	290	4.9%
Uppercase Letter	250	4.2%
Decimal Number	134	2.3%
Dash Punctuation	68	1.2%
Open Punctuation	9	0.2%
Close Punctuation	9	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
日	475	15.2%
週	323	10.3%
周	258	8.3%
일	220	7.0%
二	189	6.0%
每	138	4.4%
一	132	4.2%
화	110	3.5%
天	93	3.0%
期	92	2.9%
Other values (176)	1094	35.0%

Lowercase Letter

Value	Count	Frequency (%)
a	204	16.4%
y	179	14.4%
d	125	10.0%
u	113	9.1%
n	94	7.6%
e	85	6.8%
i	77	6.2%
l	70	5.6%
r	67	5.4%
o	65	5.2%
Other values (12)	166	13.3%

Uppercase Letter

Value	Count	Frequency (%)
S	68	27.2%
D	60	24.0%
T	45	18.0%
M	37	14.8%
F	11	4.4%
W	9	3.6%
K	6	2.4%
O	6	2.4%
E	4	1.6%
B	1	0.4%
Other values (3)	3	1.2%

Other Punctuation

Value	Count	Frequency (%)
?	178	61.4%
:	32	11.0%
,	31	10.7%
、	28	9.7%
：	6	2.1%
，	5	1.7%
※	3	1.0%
。	3	1.0%
*	2	0.7%
.	1	0.3%

Decimal Number

Value	Count	Frequency (%)
0	74	55.2%
1	30	22.4%
2	10	7.5%
8	8	6.0%
9	4	3.0%
4	3	2.2%
3	3	2.2%
7	1	0.7%
5	1	0.7%

Open Punctuation

Value	Count	Frequency (%)
(	5	55.6%
（	4	44.4%

Close Punctuation

Value	Count	Frequency (%)
)	5	55.6%
）	4	44.4%

Math Symbol

Value	Count	Frequency (%)
~	426	100.0%

Space Separator

Value	Count	Frequency (%)
	346	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	68	100.0%

Control

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Han	2449	41.5%
Latin	1495	25.3%
Common	1284	21.8%
Hangul	639	10.8%
Hiragana	24	0.4%
Katakana	12	0.2%

Most frequent character per script

Han

Value	Count	Frequency (%)
日	475	19.4%
週	323	13.2%
周	258	10.5%
二	189	7.7%
每	138	5.6%
一	132	5.4%
天	93	3.8%
期	92	3.8%
星	91	3.7%
六	87	3.6%
Other values (103)	571	23.3%

Hangul

Value	Count	Frequency (%)
일	220	34.4%
화	110	17.2%
월	74	11.6%
매	70	11.0%
토	50	7.8%
금	22	3.4%
요	22	3.4%
수	12	1.9%
목	12	1.9%
평	3	0.5%
Other values (40)	44	6.9%

Latin

Value	Count	Frequency (%)
a	204	13.6%
y	179	12.0%
d	125	8.4%
u	113	7.6%
n	94	6.3%
e	85	5.7%
i	77	5.2%
l	70	4.7%
S	68	4.5%
r	67	4.5%
Other values (25)	413	27.6%

Common

Value	Count	Frequency (%)
~	426	33.2%
	346	26.9%
?	178	13.9%
0	74	5.8%
-	68	5.3%
:	32	2.5%
,	31	2.4%
1	30	2.3%
、	28	2.2%
2	10	0.8%
Other values (18)	61	4.8%

Hiragana

Value	Count	Frequency (%)
は	4	16.7%
ご	2	8.3%
ま	2	8.3%
さ	2	8.3%
い	2	8.3%
の	1	4.2%
だ	1	4.2%
く	1	4.2%
で	1	4.2%
た	1	4.2%
Other values (7)	7	29.2%

Katakana

Value	Count	Frequency (%)
ト	2	16.7%
ェ	2	16.7%
サ	2	16.7%
イ	2	16.7%
ウ	2	16.7%
ブ	2	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2725	46.2%
CJK	2449	41.5%
Hangul	639	10.8%
None	51	0.9%
Hiragana	24	0.4%
Katakana	12	0.2%
Punctuation	3	0.1%

Most frequent character per block

CJK

Value	Count	Frequency (%)
日	475	19.4%
週	323	13.2%
周	258	10.5%
二	189	7.7%
每	138	5.6%
一	132	5.4%
天	93	3.8%
期	92	3.8%
星	91	3.7%
六	87	3.6%
Other values (103)	571	23.3%

ASCII

Value	Count	Frequency (%)
~	426	15.6%
	346	12.7%
a	204	7.5%
y	179	6.6%
?	178	6.5%
d	125	4.6%
u	113	4.1%
n	94	3.4%
e	85	3.1%
i	77	2.8%
Other values (45)	898	33.0%

Hangul

Value	Count	Frequency (%)
일	220	34.4%
화	110	17.2%
월	74	11.6%
매	70	11.0%
토	50	7.8%
금	22	3.4%
요	22	3.4%
수	12	1.9%
목	12	1.9%
평	3	0.5%
Other values (40)	44	6.9%

None

Value	Count	Frequency (%)
、	28	54.9%
：	6	11.8%
，	5	9.8%
）	4	7.8%
（	4	7.8%
。	3	5.9%
·	1	2.0%

Hiragana

Value	Count	Frequency (%)
は	4	16.7%
ご	2	8.3%
ま	2	8.3%
さ	2	8.3%
い	2	8.3%
の	1	4.2%
だ	1	4.2%
く	1	4.2%
で	1	4.2%
た	1	4.2%
Other values (7)	7	29.2%

Punctuation

Value	Count	Frequency (%)
※	3	100.0%

Katakana

Value	Count	Frequency (%)
ト	2	16.7%
ェ	2	16.7%
サ	2	16.7%
イ	2	16.7%
ウ	2	16.7%
ブ	2	16.7%

휴무일
Text

MISSING

Distinct	666
Distinct (%)	47.5%
Missing	555
Missing (%)	28.4%
Memory size	15.4 KiB

Length

Max length	258
Median length	124
Mean length	13.586305
Min length	1

Characters and Unicode

Total characters	19048
Distinct characters	528
Distinct categories	12 ?
Distinct scripts	6 ?
Distinct blocks	7 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	549 ?
Unique (%)	39.2%

Sample

1st row	Mondays
2nd row	Closed Mondays
3rd row	설날, 추석 당일 (성당사무실: 월요일 휴무)
4th row	Mondays
5th row	週一

Value	Count	Frequency (%)
closed	142	4.4%
	118	3.7%
mondays	102	3.2%
월요일	95	3.0%
new	81	2.5%
なし	59	1.8%
无	56	1.8%
無	54	1.7%
없음	52	1.6%
day	52	1.6%
Other values (778)	2385	74.6%

Most occurring characters

Value	Count	Frequency (%)
	1885	9.9%
日	819	4.3%
?	672	3.5%
a	636	3.3%
e	584	3.1%
s	551	2.9%
o	511	2.7%
d	503	2.6%
、	503	2.6%
n	460	2.4%
Other values (518)	11924	62.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8073	42.4%
Lowercase Letter	5206	27.3%
Space Separator	1885	9.9%
Other Punctuation	1821	9.6%
Uppercase Letter	769	4.0%
Decimal Number	750	3.9%
Close Punctuation	196	1.0%
Open Punctuation	194	1.0%
Dash Punctuation	143	0.8%
Math Symbol	6	< 0.1%
Other values (2)	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
日	819	10.1%
일	422	5.2%
月	399	4.9%
一	293	3.6%
休	288	3.6%
曜	224	2.8%
周	214	2.7%
週	210	2.6%
월	208	2.6%
秋	192	2.4%
Other values (438)	4804	59.5%

Lowercase Letter

Value	Count	Frequency (%)
a	636	12.2%
e	584	11.2%
s	551	10.6%
o	511	9.8%
d	503	9.7%
n	460	8.8%
y	369	7.1%
l	289	5.6%
r	256	4.9%
u	240	4.6%
Other values (13)	807	15.5%

Uppercase Letter

Value	Count	Frequency (%)
C	191	24.8%
M	138	17.9%
N	87	11.3%
Y	81	10.5%
S	62	8.1%
L	48	6.2%
D	46	6.0%
O	21	2.7%
J	19	2.5%
H	18	2.3%
Other values (12)	58	7.5%

Other Punctuation

Value	Count	Frequency (%)
?	672	36.9%
、	503	27.6%
,	305	16.7%
&	81	4.4%
，	77	4.2%
'	44	2.4%
.	30	1.6%
※	27	1.5%
/	21	1.2%
:	16	0.9%
Other values (5)	45	2.5%

Decimal Number

Value	Count	Frequency (%)
1	458	61.1%
5	82	10.9%
8	63	8.4%
3	51	6.8%
2	42	5.6%
0	27	3.6%
4	14	1.9%
6	7	0.9%
7	2	0.3%
9	2	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	182	92.9%
）	14	7.1%

Open Punctuation

Value	Count	Frequency (%)
(	180	92.8%
（	14	7.2%

Space Separator

Value	Count	Frequency (%)
	1885	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	143	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	4	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5975	31.4%
Han	5454	28.6%
Common	5000	26.2%
Hangul	2216	11.6%
Hiragana	370	1.9%
Katakana	33	0.2%

Most frequent character per script

Han

Value	Count	Frequency (%)
日	819	15.0%
月	399	7.3%
一	293	5.4%
休	288	5.3%
曜	224	4.1%
周	214	3.9%
週	210	3.9%
秋	192	3.5%
中	162	3.0%
春	124	2.3%
Other values (231)	2529	46.4%

Hangul

Value	Count	Frequency (%)
일	422	19.0%
월	208	9.4%
요	190	8.6%
휴	160	7.2%
음	64	2.9%
추	59	2.7%
석	59	2.7%
설	56	2.5%
공	55	2.5%
무	52	2.3%
Other values (154)	891	40.2%

Latin

Value	Count	Frequency (%)
a	636	10.6%
e	584	9.8%
s	551	9.2%
o	511	8.6%
d	503	8.4%
n	460	7.7%
y	369	6.2%
l	289	4.8%
r	256	4.3%
u	240	4.0%
Other values (35)	1576	26.4%

Common

Value	Count	Frequency (%)
	1885	37.7%
?	672	13.4%
、	503	10.1%
1	458	9.2%
,	305	6.1%
)	182	3.6%
(	180	3.6%
-	143	2.9%
5	82	1.6%
&	81	1.6%
Other values (25)	509	10.2%

Hiragana

Value	Count	Frequency (%)
び	68	18.4%
な	64	17.3%
し	63	17.0%
の	36	9.7%
は	31	8.4%
が	21	5.7%
よ	15	4.1%
お	13	3.5%
た	8	2.2%
に	6	1.6%
Other values (19)	45	12.2%

Katakana

Value	Count	Frequency (%)
ス	4	12.1%
ン	4	12.1%
ハ	3	9.1%
ル	3	9.1%
マ	3	9.1%
ト	3	9.1%
グ	3	9.1%
サ	2	6.1%
ク	2	6.1%
リ	2	6.1%
Other values (4)	4	12.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10304	54.1%
CJK	5454	28.6%
Hangul	2216	11.6%
None	640	3.4%
Hiragana	370	1.9%
Katakana	33	0.2%
Punctuation	31	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1885	18.3%
?	672	6.5%
a	636	6.2%
e	584	5.7%
s	551	5.3%
o	511	5.0%
d	503	4.9%
n	460	4.5%
1	458	4.4%
y	369	3.6%
Other values (59)	3675	35.7%

CJK

Value	Count	Frequency (%)
日	819	15.0%
月	399	7.3%
一	293	5.4%
休	288	5.3%
曜	224	4.1%
周	214	3.9%
週	210	3.9%
秋	192	3.5%
中	162	3.0%
春	124	2.3%
Other values (231)	2529	46.4%

None

Value	Count	Frequency (%)
、	503	78.6%
，	77	12.0%
）	14	2.2%
（	14	2.2%
：	11	1.7%
。	11	1.7%
·	7	1.1%
１	2	0.3%
＊	1	0.2%

Hangul

Value	Count	Frequency (%)
일	422	19.0%
월	208	9.4%
요	190	8.6%
휴	160	7.2%
음	64	2.9%
추	59	2.7%
석	59	2.7%
설	56	2.5%
공	55	2.5%
무	52	2.3%
Other values (154)	891	40.2%

Hiragana

Value	Count	Frequency (%)
び	68	18.4%
な	64	17.3%
し	63	17.0%
の	36	9.7%
は	31	8.4%
が	21	5.7%
よ	15	4.1%
お	13	3.5%
た	8	2.2%
に	6	1.6%
Other values (19)	45	12.2%

Punctuation

Value	Count	Frequency (%)
※	27	87.1%
’	4	12.9%

Katakana

Value	Count	Frequency (%)
ス	4	12.1%
ン	4	12.1%
ハ	3	9.1%
ル	3	9.1%
マ	3	9.1%
ト	3	9.1%
グ	3	9.1%
サ	2	6.1%
ク	2	6.1%
リ	2	6.1%
Other values (4)	4	12.1%

교통정보
Text

MISSING

Distinct	1805
Distinct (%)	96.3%
Missing	82
Missing (%)	4.2%
Memory size	15.4 KiB

Length

Max length	402
Median length	184
Mean length	38.439467
Min length	7

Characters and Unicode

Total characters	72074
Distinct characters	968
Distinct categories	13 ?
Distinct scripts	6 ?
Distinct blocks	8 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1754 ?
Unique (%)	93.5%

Sample

1st row	Subway Line 3, Anguk Station, Exit 3
2nd row	Subway Line 6, Changsin Station, Exit 1
3rd row	Subway Line 6, Changsin Station, Exit 1
4th row	Subway Line 3, Anguk Station, Exit 3
5th row	Subway Line 3, Anguk Station, Exit 3

Value	Count	Frequency (%)
station	478	4.7%
line	443	4.4%
exit	429	4.2%
subway	362	3.6%
출구	323	3.2%
3	287	2.8%
	258	2.5%
on	224	2.2%
2	209	2.1%
1	207	2.0%
Other values (2594)	6945	68.3%

Most occurring characters

Value	Count	Frequency (%)
	9209	12.8%
?	4604	6.4%
n	2174	3.0%
1	2139	3.0%
t	1979	2.7%
i	1925	2.7%
o	1827	2.5%
3	1580	2.2%
出	1562	2.2%
口	1509	2.1%
Other values (958)	43566	60.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24584	34.1%
Lowercase Letter	17338	24.1%
Decimal Number	10042	13.9%
Space Separator	9209	12.8%
Other Punctuation	6504	9.0%
Uppercase Letter	2654	3.7%
Open Punctuation	727	1.0%
Close Punctuation	726	1.0%
Dash Punctuation	183	0.3%
Math Symbol	89	0.1%
Other values (3)	18	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
出	1562	6.4%
口	1509	6.1%
線	1088	4.4%
號	968	3.9%
站	967	3.9%
ン	637	2.6%
番	597	2.4%
번	533	2.2%
구	532	2.2%
선	502	2.0%
Other values (861)	15689	63.8%

Lowercase Letter

Value	Count	Frequency (%)
n	2174	12.5%
t	1979	11.4%
i	1925	11.1%
o	1827	10.5%
a	1441	8.3%
e	1286	7.4%
m	930	5.4%
u	785	4.5%
g	608	3.5%
s	591	3.4%
Other values (16)	3792	21.9%

Uppercase Letter

Value	Count	Frequency (%)
S	923	34.8%
L	470	17.7%
E	468	17.6%
G	118	4.4%
A	98	3.7%
H	92	3.5%
J	71	2.7%
C	66	2.5%
T	52	2.0%
U	39	1.5%
Other values (14)	257	9.7%

Other Punctuation

Value	Count	Frequency (%)
?	4604	70.8%
,	897	13.8%
、	340	5.2%
/	144	2.2%
*	141	2.2%
，	130	2.0%
&	89	1.4%
·	58	0.9%
.	58	0.9%
'	19	0.3%
Other values (4)	24	0.4%

Decimal Number

Value	Count	Frequency (%)
1	2139	21.3%
3	1580	15.7%
2	1476	14.7%
5	1252	12.5%
4	959	9.5%
0	940	9.4%
6	634	6.3%
7	553	5.5%
8	262	2.6%
9	243	2.4%
Other values (4)	4	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	371	51.1%
」	340	46.8%
）	11	1.5%
]	4	0.6%

Open Punctuation

Value	Count	Frequency (%)
(	371	51.0%
「	341	46.9%
（	11	1.5%
[	4	0.6%

Math Symbol

Value	Count	Frequency (%)
→	64	71.9%
~	16	18.0%
>	5	5.6%
<	4	4.5%

Final Punctuation

Value	Count	Frequency (%)
”	4	57.1%
’	3	42.9%

Initial Punctuation

Value	Count	Frequency (%)
“	4	57.1%
‘	3	42.9%

Space Separator

Value	Count	Frequency (%)
	9209	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	183	100.0%

Control

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27498	38.2%
Latin	19992	27.7%
Han	14513	20.1%
Hangul	6242	8.7%
Katakana	3024	4.2%
Hiragana	805	1.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
出	1562	10.8%
口	1509	10.4%
線	1088	7.5%
號	968	6.7%
站	967	6.7%
番	597	4.1%
下	473	3.3%
地	445	3.1%
分	389	2.7%
行	295	2.0%
Other values (491)	6220	42.9%

Hangul

Value	Count	Frequency (%)
번	533	8.5%
구	532	8.5%
선	502	8.0%
출	484	7.8%
호	464	7.4%
역	369	5.9%
서	187	3.0%
도	156	2.5%
분	154	2.5%
에	149	2.4%
Other values (251)	2712	43.4%

Katakana

Value	Count	Frequency (%)
ン	637	21.1%
ョ	177	5.9%
ク	172	5.7%
チ	144	4.8%
ム	121	4.0%
ル	110	3.6%
ソ	90	3.0%
ウ	85	2.8%
ア	80	2.6%
ァ	77	2.5%
Other values (63)	1331	44.0%

Latin

Value	Count	Frequency (%)
n	2174	10.9%
t	1979	9.9%
i	1925	9.6%
o	1827	9.1%
a	1441	7.2%
e	1286	6.4%
m	930	4.7%
S	923	4.6%
u	785	3.9%
g	608	3.0%
Other values (40)	6114	30.6%

Common

Value	Count	Frequency (%)
	9209	33.5%
?	4604	16.7%
1	2139	7.8%
3	1580	5.7%
2	1476	5.4%
5	1252	4.6%
4	959	3.5%
0	940	3.4%
,	897	3.3%
6	634	2.3%
Other values (37)	3808	13.8%

Hiragana

Value	Count	Frequency (%)
か	230	28.6%
ら	227	28.2%
り	52	6.5%
に	50	6.2%
の	32	4.0%
を	29	3.6%
で	29	3.6%
よ	19	2.4%
え	18	2.2%
て	16	2.0%
Other values (26)	103	12.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46156	64.0%
CJK	14513	20.1%
Hangul	6242	8.7%
Katakana	3024	4.2%
None	1255	1.7%
Hiragana	805	1.1%
Arrows	64	0.1%
Punctuation	15	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9209	20.0%
?	4604	10.0%
n	2174	4.7%
1	2139	4.6%
t	1979	4.3%
i	1925	4.2%
o	1827	4.0%
3	1580	3.4%
2	1476	3.2%
a	1441	3.1%
Other values (68)	17802	38.6%

CJK

Value	Count	Frequency (%)
出	1562	10.8%
口	1509	10.4%
線	1088	7.5%
號	968	6.7%
站	967	6.7%
番	597	4.1%
下	473	3.3%
地	445	3.1%
分	389	2.7%
行	295	2.0%
Other values (491)	6220	42.9%

Katakana

Value	Count	Frequency (%)
ン	637	21.1%
ョ	177	5.9%
ク	172	5.7%
チ	144	4.8%
ム	121	4.0%
ル	110	3.6%
ソ	90	3.0%
ウ	85	2.8%
ア	80	2.6%
ァ	77	2.5%
Other values (63)	1331	44.0%

Hangul

Value	Count	Frequency (%)
번	533	8.5%
구	532	8.5%
선	502	8.0%
출	484	7.8%
호	464	7.4%
역	369	5.9%
서	187	3.0%
도	156	2.5%
분	154	2.5%
에	149	2.4%
Other values (251)	2712	43.4%

None

Value	Count	Frequency (%)
「	341	27.2%
、	340	27.1%
」	340	27.1%
，	130	10.4%
·	58	4.6%
。	18	1.4%
（	11	0.9%
）	11	0.9%
；	2	0.2%
４	1	0.1%
Other values (3)	3	0.2%

Hiragana

Value	Count	Frequency (%)
か	230	28.6%
ら	227	28.2%
り	52	6.5%
に	50	6.2%
の	32	4.0%
を	29	3.6%
で	29	3.6%
よ	19	2.4%
え	18	2.2%
て	16	2.0%
Other values (26)	103	12.8%

Arrows

Value	Count	Frequency (%)
→	64	100.0%

Punctuation

Value	Count	Frequency (%)
”	4	26.7%
“	4	26.7%
’	3	20.0%
‘	3	20.0%
※	1	6.7%

태그
Text

Distinct	1954
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	243
Median length	174
Mean length	56.226367
Min length	3

Characters and Unicode

Total characters	110035
Distinct characters	1938
Distinct categories	11 ?
Distinct scripts	6 ?
Distinct blocks	8 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1951 ?
Unique (%)	99.7%

Sample

1st row	Jongro,BaekyangLaundry
2nd row	observatory, Changsin-dong, cafe,Quarry observatory
3rd row	Changsin-dong Cliff Village, modern history of Korea, Changsin-dong,places to visit in Seoul
4th row	ChoongAngHighSchool, Jongno, History, WinterSonata
5th row	ChoongAngStore, Jongno,Hallyu

Value	Count	Frequency (%)
	204	2.9%
老店	131	1.9%
oraegage	58	0.8%
オレガゲ(老	51	0.7%
오래가게	47	0.7%
information	38	0.5%
전시	31	0.4%
박물관	26	0.4%
광화문	22	0.3%
station	22	0.3%
Other values (4697)	6408	91.0%

Most occurring characters

Value	Count	Frequency (%)
,	13895	12.6%
?	5980	5.4%
	5266	4.8%
e	3697	3.4%
o	3260	3.0%
a	3175	2.9%
n	3096	2.8%
i	2579	2.3%
t	2418	2.2%
r	2271	2.1%
Other values (1928)	64398	58.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	44121	40.1%
Lowercase Letter	33143	30.1%
Other Punctuation	20173	18.3%
Uppercase Letter	6499	5.9%
Space Separator	5266	4.8%
Decimal Number	368	0.3%
Open Punctuation	169	0.2%
Close Punctuation	169	0.2%
Dash Punctuation	123	0.1%
Final Punctuation	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
館	684	1.6%
首	594	1.3%
化	536	1.2%
ン	534	1.2%
ル	486	1.1%
文	471	1.1%
物	453	1.0%
大	421	1.0%
서	416	0.9%
博	411	0.9%
Other values (1846)	39115	88.7%

Lowercase Letter

Value	Count	Frequency (%)
e	3697	11.2%
o	3260	9.8%
a	3175	9.6%
n	3096	9.3%
i	2579	7.8%
t	2418	7.3%
r	2271	6.9%
u	2102	6.3%
l	1627	4.9%
g	1550	4.7%
Other values (16)	7368	22.2%

Uppercase Letter

Value	Count	Frequency (%)
S	1099	16.9%
C	561	8.6%
M	465	7.2%
H	459	7.1%
G	442	6.8%
A	391	6.0%
T	376	5.8%
P	301	4.6%
O	270	4.2%
D	265	4.1%
Other values (16)	1870	28.8%

Other Punctuation

Value	Count	Frequency (%)
,	13895	68.9%
?	5980	29.6%
·	96	0.5%
、	81	0.4%
#	39	0.2%
，	28	0.1%
.	27	0.1%
'	13	0.1%
&	10	< 0.1%
/	3	< 0.1%

Decimal Number

Value	Count	Frequency (%)
3	80	21.7%
1	60	16.3%
0	44	12.0%
6	36	9.8%
4	33	9.0%
2	31	8.4%
8	28	7.6%
7	23	6.2%
9	19	5.2%
5	14	3.8%

Open Punctuation

Value	Count	Frequency (%)
(	153	90.5%
（	16	9.5%

Close Punctuation

Value	Count	Frequency (%)
)	153	90.5%
）	16	9.5%

Final Punctuation

Value	Count	Frequency (%)
’	2	66.7%
”	1	33.3%

Space Separator

Value	Count	Frequency (%)
	5266	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	123	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	39642	36.0%
Common	26272	23.9%
Han	24937	22.7%
Hangul	12833	11.7%
Katakana	5880	5.3%
Hiragana	471	0.4%

Most frequent character per script

Han

Value	Count	Frequency (%)
館	684	2.7%
首	594	2.4%
化	536	2.1%
文	471	1.9%
物	453	1.8%
大	421	1.7%
博	411	1.6%
洞	405	1.6%
老	377	1.5%
店	353	1.4%
Other values (1152)	20232	81.1%

Hangul

Value	Count	Frequency (%)
서	416	3.2%
관	392	3.1%
울	333	2.6%
역	317	2.5%
문	313	2.4%
화	251	2.0%
대	247	1.9%
사	220	1.7%
가	220	1.7%
동	218	1.7%
Other values (554)	9906	77.2%

Katakana

Value	Count	Frequency (%)
ン	534	9.1%
ル	486	8.3%
ウ	406	6.9%
ソ	401	6.8%
ト	200	3.4%
ス	192	3.3%
ガ	162	2.8%
ア	159	2.7%
レ	150	2.6%
イ	148	2.5%
Other values (69)	3042	51.7%

Latin

Value	Count	Frequency (%)
e	3697	9.3%
o	3260	8.2%
a	3175	8.0%
n	3096	7.8%
i	2579	6.5%
t	2418	6.1%
r	2271	5.7%
u	2102	5.3%
l	1627	4.1%
g	1550	3.9%
Other values (42)	13867	35.0%

Hiragana

Value	Count	Frequency (%)
の	104	22.1%
り	46	9.8%
い	30	6.4%
お	29	6.2%
す	26	5.5%
ど	19	4.0%
こ	19	4.0%
ろ	18	3.8%
め	13	2.8%
と	12	2.5%
Other values (41)	155	32.9%

Common

Value	Count	Frequency (%)
,	13895	52.9%
?	5980	22.8%
	5266	20.0%
(	153	0.6%
)	153	0.6%
-	123	0.5%
·	96	0.4%
、	81	0.3%
3	80	0.3%
1	60	0.2%
Other values (20)	385	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65673	59.7%
CJK	24932	22.7%
Hangul	12833	11.7%
Katakana	5880	5.3%
Hiragana	471	0.4%
None	237	0.2%
CJK Compat Ideographs	5	< 0.1%
Punctuation	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	13895	21.2%
?	5980	9.1%
	5266	8.0%
e	3697	5.6%
o	3260	5.0%
a	3175	4.8%
n	3096	4.7%
i	2579	3.9%
t	2418	3.7%
r	2271	3.5%
Other values (64)	20036	30.5%

CJK

Value	Count	Frequency (%)
館	684	2.7%
首	594	2.4%
化	536	2.1%
文	471	1.9%
物	453	1.8%
大	421	1.7%
博	411	1.6%
洞	405	1.6%
老	377	1.5%
店	353	1.4%
Other values (1148)	20227	81.1%

Katakana

Value	Count	Frequency (%)
ン	534	9.1%
ル	486	8.3%
ウ	406	6.9%
ソ	401	6.8%
ト	200	3.4%
ス	192	3.3%
ガ	162	2.8%
ア	159	2.7%
レ	150	2.6%
イ	148	2.5%
Other values (69)	3042	51.7%

Hangul

Value	Count	Frequency (%)
서	416	3.2%
관	392	3.1%
울	333	2.6%
역	317	2.5%
문	313	2.4%
화	251	2.0%
대	247	1.9%
사	220	1.7%
가	220	1.7%
동	218	1.7%
Other values (554)	9906	77.2%

Hiragana

Value	Count	Frequency (%)
の	104	22.1%
り	46	9.8%
い	30	6.4%
お	29	6.2%
す	26	5.5%
ど	19	4.0%
こ	19	4.0%
ろ	18	3.8%
め	13	2.8%
と	12	2.5%
Other values (41)	155	32.9%

None

Value	Count	Frequency (%)
·	96	40.5%
、	81	34.2%
，	28	11.8%
）	16	6.8%
（	16	6.8%

Punctuation

Value	Count	Frequency (%)
’	2	50.0%
“	1	25.0%
”	1	25.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
來	2	40.0%
魯	1	20.0%
金	1	20.0%
李	1	20.0%

장애인편의시설
Text

MISSING

Distinct	162
Distinct (%)	73.6%
Missing	1737
Missing (%)	88.8%
Memory size	15.4 KiB

Length

Max length	137
Median length	61
Mean length	44.681818
Min length	4

Characters and Unicode

Total characters	9830
Distinct characters	125
Distinct categories	7 ?
Distinct scripts	6 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	121 ?
Unique (%)	55.0%

Sample

1st row	Accessible Restrooms,Accessible Pathways,Elevators,Accessible Information Centers & Services(Wheelchair rentals, etc.)
2nd row	Accessible Restrooms,Accessible Pathways,Accessible Information Centers & Services(Wheelchair rentals, etc.),Elevators
3rd row	Accessible Restrooms,Accessible Pathways
4th row	エレベ?タ?,バリアフリ?トイレ,アクセシビリティ,?の不自由な方のための案?所(車椅子レンタルなど)
5th row	Accessible Restrooms,Accessible Information Centers & Services(Wheelchair rentals, etc.)

Value	Count	Frequency (%)
accessible	41	6.0%
안내(휠체어	33	4.9%
대여	33	4.9%
및	33	4.9%
전용	33	4.9%
restrooms,accessible	31	4.6%
services(wheelchair	28	4.1%
centers	28	4.1%
information	28	4.1%
	28	4.1%
Other values (145)	363	53.5%

Most occurring characters

Value	Count	Frequency (%)
,	582	5.9%
e	524	5.3%
?	491	5.0%
	459	4.7%
s	451	4.6%
c	326	3.3%
i	231	2.3%
r	224	2.3%
t	200	2.0%
l	198	2.0%
Other values (115)	6144	62.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4496	45.7%
Lowercase Letter	3095	31.5%
Other Punctuation	1129	11.5%
Space Separator	459	4.7%
Uppercase Letter	347	3.5%
Open Punctuation	152	1.5%
Close Punctuation	152	1.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
장	189	4.2%
の	150	3.3%
障	139	3.1%
疾	131	2.9%
人	131	2.9%
인	111	2.5%
애	111	2.5%
リ	104	2.3%
無	103	2.3%
쑮	103	2.3%
Other values (81)	3224	71.7%

Lowercase Letter

Value	Count	Frequency (%)
e	524	16.9%
s	451	14.6%
c	326	10.5%
i	231	7.5%
r	224	7.2%
t	200	6.5%
l	198	6.4%
a	191	6.2%
o	151	4.9%
n	138	4.5%
Other values (9)	461	14.9%

Uppercase Letter

Value	Count	Frequency (%)
A	121	34.9%
P	56	16.1%
R	37	10.7%
W	28	8.1%
S	28	8.1%
C	28	8.1%
I	28	8.1%
E	21	6.1%

Other Punctuation

Value	Count	Frequency (%)
,	582	51.6%
?	491	43.5%
&	28	2.5%
.	28	2.5%

Space Separator

Value	Count	Frequency (%)
	459	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	152	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	152	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3442	35.0%
Han	2038	20.7%
Common	1892	19.2%
Hangul	1370	13.9%
Katakana	732	7.4%
Hiragana	356	3.6%

Most frequent character per script

Han

Value	Count	Frequency (%)
障	139	6.8%
疾	131	6.4%
人	131	6.4%
無	103	5.1%
椅	91	4.5%
車	77	3.8%
坡	72	3.5%
道	72	3.5%
所	68	3.3%
借	63	3.1%
Other values (29)	1091	53.5%

Hangul

Value	Count	Frequency (%)
장	189	13.8%
인	111	8.1%
애	111	8.1%
쑮	103	7.5%
화	45	3.3%
실	45	3.3%
가	41	3.0%
접	41	3.0%
근	41	3.0%
능	41	3.0%
Other values (19)	602	43.9%

Latin

Value	Count	Frequency (%)
e	524	15.2%
s	451	13.1%
c	326	9.5%
i	231	6.7%
r	224	6.5%
t	200	5.8%
l	198	5.8%
a	191	5.5%
o	151	4.4%
n	138	4.0%
Other values (17)	808	23.5%

Katakana

Value	Count	Frequency (%)
リ	104	14.2%
レ	83	11.3%
ア	68	9.3%
タ	47	6.4%
フ	36	4.9%
ト	36	4.9%
イ	36	4.9%
バ	36	4.9%
セ	32	4.4%
ビ	32	4.4%
Other values (8)	222	30.3%

Common

Value	Count	Frequency (%)
,	582	30.8%
?	491	26.0%
	459	24.3%
(	152	8.0%
)	152	8.0%
&	28	1.5%
.	28	1.5%

Hiragana

Value	Count	Frequency (%)
の	150	42.1%
な	78	21.9%
め	50	14.0%
た	50	14.0%
ど	28	7.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5334	54.3%
CJK	2038	20.7%
Hangul	1370	13.9%
Katakana	732	7.4%
Hiragana	356	3.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	582	10.9%
e	524	9.8%
?	491	9.2%
	459	8.6%
s	451	8.5%
c	326	6.1%
i	231	4.3%
r	224	4.2%
t	200	3.7%
l	198	3.7%
Other values (24)	1648	30.9%

Hangul

Value	Count	Frequency (%)
장	189	13.8%
인	111	8.1%
애	111	8.1%
쑮	103	7.5%
화	45	3.3%
실	45	3.3%
가	41	3.0%
접	41	3.0%
근	41	3.0%
능	41	3.0%
Other values (19)	602	43.9%

Hiragana

Value	Count	Frequency (%)
の	150	42.1%
な	78	21.9%
め	50	14.0%
た	50	14.0%
ど	28	7.9%

CJK

Value	Count	Frequency (%)
障	139	6.8%
疾	131	6.4%
人	131	6.4%
無	103	5.1%
椅	91	4.5%
車	77	3.8%
坡	72	3.5%
道	72	3.5%
所	68	3.3%
借	63	3.1%
Other values (29)	1091	53.5%

Katakana

Value	Count	Frequency (%)
リ	104	14.2%
レ	83	11.3%
ア	68	9.3%
タ	47	6.4%
フ	36	4.9%
ト	36	4.9%
イ	36	4.9%
バ	36	4.9%
セ	32	4.4%
ビ	32	4.4%
Other values (8)	222	30.3%

고유번호

고유번호

Heatmap
Table

	고유번호	언어	팩스번호
고유번호	1.000	0.124	0.993
언어	0.124	1.000	0.000
팩스번호	0.993	0.000	1.000

Heatmap
Table

	팩스번호	언어
팩스번호	1.000	0.000
언어	0.000	1.000

Heatmap
Table

	고유번호	언어	팩스번호
고유번호	1.000	0.052	0.695
언어	0.052	1.000	0.000
팩스번호	0.695	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	고유번호	언어	상호명	콘텐츠URL	주소	신주소	전화번호	팩스번호	웹사이트	운영시간	운영요일	휴무일	교통정보	태그	장애인편의시설
0	45520	en	Baekyang Laundry	https://english.visitseoul.net/attractions/Baekyang-2024/ENP8onuvv?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENP8onuvv	140-24, Gye-dong, Jongno-gu, Seoul, Korea	03057 54 Gyedong-gil, Jongno-gu, Seoul	+82-2-762-1261	<NA>	<NA>	<NA>	<NA>	<NA>	Subway Line 3, Anguk Station, Exit 3	Jongro,BaekyangLaundry	<NA>
1	45492	en	Changsin-Sungin Quarry Observatory	https://english.visitseoul.net/attractions/2024-Chaeseokjangjeonmangdae/ENPauov7d?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENPauov7d	서울 종로구 창신동 23-322	03091 51 Naksan 5-gil, Jongno-gu, Seoul	+82-507-1330-5416	<NA>	<NA>	Tue-Fri 10:00 - 20:00 / Sat-Sun 10:00 - 22:00	Tue-Sun	Mondays	Subway Line 6, Changsin Station, Exit 1	observatory, Changsin-dong, cafe,Quarry observatory	<NA>
2	45482	en	Changsin-dong's Cliff Village	https://english.visitseoul.net/attractions/2024-changsincliff/ENPgvo4y2?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENPgvo4y2	서울 종로구 창신동 23-322	03091 23-322 Changsin-dong, Dongdaemun-gu, Seoul	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Subway Line 6, Changsin Station, Exit 1	Changsin-dong Cliff Village, modern history of Korea, Changsin-dong,places to visit in Seoul	<NA>
3	45530	en	Choong Ang High School	https://english.visitseoul.net/attractions/ChoongAngHighSchool/ENPgcblme?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENPgcblme	1, Gye-dong, Jongno-gu, Seoul, Korea	03051 164 Changdeokgung-gil, Jongno-gu, Seoul	+82-2-742-1321	<NA>	<NA>	<NA>	<NA>	<NA>	Subway Line 3, Anguk Station, Exit 3	ChoongAngHighSchool, Jongno, History, WinterSonata	<NA>
4	45535	en	Choong Ang Store	https://english.visitseoul.net/attractions/ChoongAngStore/ENPl7gype?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENPl7gype	2-105, Gye-dong, Jongno-gu, Seoul, Korea	03051 162 Changdeokgung-gil, Jongno-gu, Seoul	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Subway Line 3, Anguk Station, Exit 3	ChoongAngStore, Jongno,Hallyu	<NA>
5	45563	en	Myeongdong Jaemi-ro	https://english.visitseoul.net/attractions/2024-jaemiro/ENPhvgb2b?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENPhvgb2b	서울 중구 남산동2가 30-4	04631 24, Toegye-ro 20-gil, Jung-gu, Seoul, Republic of Korea	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Subway Line 4, Myeongdong Station, Exit 3	Jaemiro,KoreanComics,Animation, Manwha,MyeongdongStation,Myeongdong	<NA>
6	24685	en	Namsangol Hanok Village	https://english.visitseoul.net/attractions/Namsangol-Hanok-Village-en/ENP024684?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENP024684	100-272 84-1 Pildong 2(i)-ga, Jung-gu, Seoul	04626 28 Toegye-ro 34-gil, Jung-gu, Seoul	+82-2-2261-0501	<NA>	https://www.hanokmaeul.or.kr/	Summer season (April to October) 09:00 - 21:00 KST Winter season (November to March) 09:00 - 20:00 KST * Traditional garden open 24/7	Tues - Sun	Closed Mondays	- Chungmuro Station (subway lines 3, 4) exits 3, 4	Myeong-dong,City Tour Bus Station,Sky Bus,Seoul City Tour Bus,Chungmu-ro Station,Namsangol Hanok Village,Tiger Bus	<NA>
7	16406	en	Night Views at Banpodaegyo Bridge	https://english.visitseoul.net/attractions/Night-Views-at-Banpodaegyo-Bridge/ENP016325?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENP016325	649, Banpo-dong, Seocho-gu, Seoul (North end of Banpodaegyo Bridge Bridge)	2085-14, Olympic-daero, Seocho-gu, Seoul	+82-2-3780-0578	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	SeoulNightViewSpots,BanpoNightView,HangangDate,SeoulTravel,BanpoBridgeMoonlightRainbowFountain,SeoulAtNight,NightView,SeoulScenery,Park,DateNight,RainbowFountain,BanpoHangangPark,HangangParkBanpodaegyoBridge,BanpodaegyoBridge,Seoul,Walking	<NA>
8	15338	ko	1898 명동성당	https://korean.visitseoul.net/attractions/1898-명동성당/KOP015338?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOP015338	100-809 서울 중구 명동2가 1-1	04537 서울 중구 명동길 74 (명동2가, 명동성당)	02-774-1784	<NA>	<NA>	성당사무실 화 ~ 금 \| 09:00 ~ 20:30 토 요 일 \| 09:00 ~ 20:00 일 요 일 \| 09:00 ~ 21:00	<NA>	설날, 추석 당일 (성당사무실: 월요일 휴무)	2호선 을지로입구역 5번 출구 3호선 을지로3가역 12번 출구 4호선 명동역 9번 출구	명동대성당, 고딕,명동, 1898광장,복합문화공간,명동나들이, 성당	<NA>
9	23961	en	SeMA Bunker	https://english.visitseoul.net/attractions/SeMA-Bunker/ENP023532?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENP023532	150-010 B-101, Uisadangdaero, Yeongdeungpo-gu, Seoul	07327 101, Uisadang-daero, Yeongdeungpo-gu, Seoul	+82-2-2124-8941	<NA>	https://sema.seoul.go.kr/en/index	Tuesday - Friday 10:00 - 20:00 KST Sat, Holiday 10:00 - 19:00 KST	<NA>	Mondays	Subway Lines 5 & 9, Yeouido Station, Exit 3	SeMABunker,Seoul20,YeouidoStation,SeMA,SeoulMuseumOfArt,Gallery,Yeouido,Culture,UndergroundBunker,History,Art	<NA>

	고유번호	언어	상호명	콘텐츠URL	주소	신주소	전화번호	팩스번호	웹사이트	운영시간	운영요일	휴무일	교통정보	태그	장애인편의시설
1947	3266	ko	창의문	https://korean.visitseoul.net/attractions/창의문/KOP003266?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOP003266	110-030 서울시 종로구 부암동 277-11	03020 서울특별시 종로구 창의문로 118 (부암동)	02-730-9924	<NA>	<NA>	<NA>	<NA>	<NA>	3호선 경복궁 3번 출구 도보 30분	자하문, 한양도성, 성곽길, 창의문, 광화문, 성곽, 북악산, 북문, 경복궁역,유적지	<NA>
1948	28053	ko	코끼리분식	https://korean.visitseoul.net/attractions/2023029/KOP028053?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOP028053	서울 마포구 도화동 345-4	04172 서울 마포구 도화2길 3 (도화동)	02-717-9061	<NA>	https://www.instagram.com/koggiri_mapo_line5/	09:30~21:00(라스트오더 20:30)	매일	매달 1, 3번째 월요일 정기휴무	5호선 마포역 3번 출구에서 270m	오래가게, 분식, 마포떡볶이골목,즉석떡볶이, 공덕, 볶음밥	<NA>
1949	5242	ko	헌인릉	https://korean.visitseoul.net/attractions/헌인릉/KOP005240?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOP005240	137-180 서울 서초구 내곡동 산 13-1	06795 서울 서초구 헌인릉길 36-10 (헌인릉)	02-445-0347	<NA>	http://royaltombs.cha.go.kr/html/HtmlPage.do?pg=/new/html/portal_01_09_01.jsp&mn=RT_01_09	2월 ~ 5월, 9월 ~ 10월 09:00 ~ 18:00 6월 ~ 8월 09:00 ~ 18:30 11월 ~ 1월 09:00 ~ 17:30 (매표는 관람종료 1시간 전까지만 가능)	화~일	월요일	3호선 양재역 7번 출구 버스 환승(407, 408, 440, 462, 471) 2호선 강남역 3번 출구 버스 환승(407, 408, 440, 462, 471) ※ 하차지점 : 헌인릉 버스정류장	관광코스, 세계문화유산,강남, 헌릉,서울명소, 문화재청,헌인릉, 조선왕릉, 인릉, 유네스코, 서울문화재	<NA>
1950	43442	ko	효성한의원	https://korean.visitseoul.net/attractions/2023021/KOPvsi1e5?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOPvsi1e5	서울 동대문구 제기동 1140-55	02569 서울 동대문구 약령중앙로 5 (제기동, 대산빌딩)	02-961-5544	<NA>	blog.naver.com/cjswldls60	10:00~18:00	월~목, 토, 일	금요일	1호선 제기동역 2번 출구에서 113m	오래가게, 제기동, 한방치료, 한의학, 서울약령시, 한약재	<NA>
1951	19657	ko	효자베이커리	https://korean.visitseoul.net/attractions/효자베이커리/KOP019657?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOP019657		03036 서울 종로구 필운대로 54	02-736-7629	<NA>	<NA>	화~일 8:00 ~ 20:20 *빵 소진시 일찍 닫습니다	화~일	월요일	3호선 경복궁역 2번 출구에서 697m	발효빵,오래가게, 빵집, 빵, 도넛, 베이글,고로케	<NA>
1952	28330	ko	훼드라	https://korean.visitseoul.net/attractions/훼드라/KOP028330?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOP028330		03789 서울 서대문구 연세로5길 32	02-323-3201	<NA>	<NA>	12:00~02:00	매일	없음	2호선 신촌역 1번 출구에서 172m	오래가게, 연세대, 신촌, 라면, 해장, 분식, 매운라면	<NA>
1953	43491	ko	휘가로	https://korean.visitseoul.net/attractions/2023014/KOPuel8q4?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOPuel8q4	서울 관악구 신림동 241-24	08814 서울 관악구 신림로11길 20 (신림동)	02-889-1722	<NA>	<NA>	16:00~손님들이 원하는 시간까지	매일	없음	신림선 서울대벤처타운역 2번 출구에서 614m	호프, 관악구, 서울대, 맥주,오래가게, 녹두거리	<NA>
1954	11115	ko	흑석동 효사길	https://korean.visitseoul.net/attractions/흑석동-효사길/KOP011112?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOP011112	156-860 서울 동작구 흑석동 173-191 173-191	06910 서울 동작구 흑석동 효사 4, 5길	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	9호선 흑석역 4번출구	서울골목투어,효사길전망대,흑석동효사길,골목산책,보고싶다촬영지,서울아름다운야경명소,서울여행,서울낭만명소,서울시티투어,서울가볼만한곳,서울야경명소,서울골목길	<NA>
1955	1999	ko	흥인지문(동대문)	https://korean.visitseoul.net/attractions/흥인지문동대문/KOP001999?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOP001999	110-126 서울 종로구 종로6가 69	03119 서울 종로구 종로 288 (종로6가, 흥인지문)	02-731-0412	<NA>	<NA>	09:00 ~ 18:00	화~일	월	4호선 동대문역 6번 출구 1호선 동대문역 6번 출구 2호선 동대문역사문화공원역 1번 출구	서울동대문볼거리,서울문화재,성곽, 동대문, 역사,서울명소,흥인지문,서울데이트, 문화재,서울사대문,동대문야시장,서울여행,동대문명소	<NA>
1956	43455	ko	힐스트링	https://korean.visitseoul.net/attractions/2023044/KOPht2ct9?utm_source=seoulopendata&utm_medium=attractions&utm_content=KOPht2ct9		06711 서울 서초구 반포대로1길 8 성호빌딩 1층	0507-1407-8195	<NA>	hillstring.modoo.at	09:30~18:00	월~금	주말, 공휴일	3호선 남부터미널역 5번 출구에서 757m	오래가게, 현악기제작, 악기수리, 서초, 예술의전당, 바이올린, 명장	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Control

Final Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Han

Hangul

Katakana

Latin

Common

Hiragana

Most occurring blocks

Most frequent character per block

ASCII

Katakana

CJK

Hangul

None

Hiragana

Punctuation

CJK Compat Ideographs

Box Drawing

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Dash Punctuation

Final Punctuation

Math Symbol

Connector Punctuation

Format

Initial Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Han

Hangul

Katakana

Latin

Common

Hiragana

Cyrillic

Most occurring blocks

Most frequent character per block

ASCII

Hangul

CJK

Katakana

None

Punctuation

Hiragana

Cyrillic

Box Drawing

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter