gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	1953
Missing cells	4269
Missing cells (%)	14.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	230.9 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

`팩스번호` has a high cardinality: 51 distinct values	High cardinality
`고유번호` is highly overall correlated with `팩스번호`	High correlation
`팩스번호` is highly overall correlated with `고유번호`	High correlation
`팩스번호` is highly imbalanced (89.7%)	Imbalance
`전화번호` has 113 (5.8%) missing values	Missing
`웹사이트` has 614 (31.4%) missing values	Missing
`운영시간` has 259 (13.3%) missing values	Missing
`운영요일` has 916 (46.9%) missing values	Missing
`휴무일` has 555 (28.4%) missing values	Missing
`교통정보` has 79 (4.0%) missing values	Missing
`장애인편의시설` has 1733 (88.7%) missing values	Missing
`고유번호` has unique values	Unique
`콘텐츠URL` has unique values	Unique

Reproduction

Analysis started	2024-05-11 05:30:58.386272
Analysis finished	2024-05-11 05:31:05.511557
Duration	7.13 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

고유번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	1953
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23097.266

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	1307.2
Q1	6253
median	24734
Q3	34888
95-th percentile	44067.4
Maximum	45594
Range	45558
Interquartile range (IQR)	28635

Descriptive statistics

Standard deviation	14926.848
Coefficient of variation (CV)	0.64626036
Kurtosis	-1.2346261
Mean	23097.266
Median Absolute Deviation (MAD)	13413
Skewness	-0.11637546
Sum	45108961
Variance	2.2281078 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45520	1	0.1%
1417	1	0.1%
2731	1	0.1%
44048	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%
Other values (1943)	1943	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	398
en	395
ja	394
zh-CN	385
ko	381

Length

Max length	5
Median length	2
Mean length	3.202765
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	398	20.4%
en	395	20.2%
ja	394	20.2%
zh-CN	385	19.7%
ko	381	19.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
zh-tw	398	20.4%
en	395	20.2%
ja	394	20.2%
zh-cn	385	19.7%
ko	381	19.5%

상호명
Text

Distinct	1869
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	74
Median length	58
Mean length	11.168971
Min length	2

Characters and Unicode

Total characters	21813
Distinct characters	1231
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 (%)	91.9%

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 (2190)	2733	89.5%

Most occurring characters

Value	Count	Frequency (%)
	1149	5.3%
?	1132	5.2%
e	825	3.8%
o	748	3.4%
a	740	3.4%
n	739	3.4%
r	493	2.3%
u	485	2.2%
i	460	2.1%
ン	419	1.9%
Other values (1221)	14623	67.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9528	43.7%
Lowercase Letter	7327	33.6%
Uppercase Letter	1704	7.8%
Other Punctuation	1220	5.6%
Space Separator	1150	5.3%
Close Punctuation	351	1.6%
Open Punctuation	351	1.6%
Decimal Number	142	0.7%
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	238	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%
ウ	84	0.9%
首	84	0.9%
Other values (1136)	7966	83.6%

Lowercase Letter

Value	Count	Frequency (%)
e	825	11.3%
o	748	10.2%
a	740	10.1%
n	739	10.1%
r	493	6.7%
u	485	6.6%
i	460	6.3%
l	391	5.3%
t	373	5.1%
g	334	4.6%
Other values (16)	1739	23.7%

Uppercase Letter

Value	Count	Frequency (%)
S	223	13.1%
M	173	10.2%
C	151	8.9%
A	126	7.4%
H	100	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)	527	30.9%

Other Punctuation

Value	Count	Frequency (%)
?	1132	92.8%
·	32	2.6%
'	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%
3	18	12.7%
7	18	12.7%
8	17	12.0%
2	15	10.6%
9	15	10.6%
6	15	10.6%
4	9	6.3%
0	6	4.2%

Close Punctuation

Value	Count	Frequency (%)
)	333	94.9%
）	16	4.6%
」	2	0.6%

Open Punctuation

Value	Count	Frequency (%)
(	333	94.9%
（	16	4.6%
「	2	0.6%

Space Separator

Value	Count	Frequency (%)
	1149	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	9031	41.4%
Han	4956	22.7%
Common	3254	14.9%
Hangul	2392	11.0%
Katakana	2143	9.8%
Hiragana	37	0.2%

Most frequent character per script

Han

Value	Count	Frequency (%)
館	238	4.8%
博	162	3.3%
物	161	3.2%
大	93	1.9%
首	84	1.7%
美	64	1.3%
中	62	1.3%
立	62	1.3%
店	60	1.2%
洞	55	1.1%
Other values (652)	3915	79.0%

Hangul

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

Katakana

Value	Count	Frequency (%)
ン	419	19.6%
ル	96	4.5%
ソ	89	4.2%
ウ	84	3.9%
ョ	84	3.9%
ム	80	3.7%
ク	79	3.7%
チ	70	3.3%
ト	48	2.2%
リ	47	2.2%
Other values (66)	1047	48.9%

Latin

Value	Count	Frequency (%)
e	825	9.1%
o	748	8.3%
a	740	8.2%
n	739	8.2%
r	493	5.5%
u	485	5.4%
i	460	5.1%
l	391	4.3%
t	373	4.1%
g	334	3.7%
Other values (42)	3443	38.1%

Common

Value	Count	Frequency (%)
	1149	35.3%
?	1132	34.8%
)	333	10.2%
(	333	10.2%
·	32	1.0%
-	29	0.9%
1	29	0.9%
3	18	0.6%
7	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%
も	2	5.4%
と	2	5.4%
い	2	5.4%
ま	2	5.4%
き	1	2.7%
て	1	2.7%
る	1	2.7%
Other values (11)	11	29.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12204	55.9%
CJK	4955	22.7%
Hangul	2392	11.0%
Katakana	2143	9.8%
None	76	0.3%
Hiragana	37	0.2%
Punctuation	4	< 0.1%
Box Drawing	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1149	9.4%
?	1132	9.3%
e	825	6.8%
o	748	6.1%
a	740	6.1%
n	739	6.1%
r	493	4.0%
u	485	4.0%
i	460	3.8%
l	391	3.2%
Other values (63)	5042	41.3%

Katakana

Value	Count	Frequency (%)
ン	419	19.6%
ル	96	4.5%
ソ	89	4.2%
ウ	84	3.9%
ョ	84	3.9%
ム	80	3.7%
ク	79	3.7%
チ	70	3.3%
ト	48	2.2%
リ	47	2.2%
Other values (66)	1047	48.9%

CJK

Value	Count	Frequency (%)
館	238	4.8%
博	162	3.3%
物	161	3.2%
大	93	1.9%
首	84	1.7%
美	64	1.3%
中	62	1.3%
立	62	1.3%
店	60	1.2%
洞	55	1.1%
Other values (651)	3914	79.0%

Hangul

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

None

Value	Count	Frequency (%)
·	32	42.1%
（	16	21.1%
）	16	21.1%
：	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%
も	2	5.4%
と	2	5.4%
い	2	5.4%
ま	2	5.4%
き	1	2.7%
て	1	2.7%
る	1	2.7%
Other values (11)	11	29.7%

Punctuation

Value	Count	Frequency (%)
’	4	100.0%

Box Drawing

Value	Count	Frequency (%)
─	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
樂	1	100.0%

콘텐츠URL
Text

UNIQUE

Distinct	1953
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	204
Median length	190
Mean length	136.55556
Min length	124

Characters and Unicode

Total characters	266693
Distinct characters	1077
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	1953 ?
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/2023--028/cnpyubahz?utm_source=seoulopendata&utm_medium=attractions&utm_content=cnpyubahz	1	0.1%
https://chinese.visitseoul.net/attractions/2023043/cnpw01l8t?utm_source=seoulopendata&utm_medium=attractions&utm_content=cnpw01l8t	1	0.1%
https://chinese.visitseoul.net/attractions/?浦大?月光彩虹?泉/cnp002220?utm_source=seoulopendata&utm_medium=attractions&utm_content=cnp002220	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%
Other values (1943)	1943	99.5%

Most occurring characters

Value	Count	Frequency (%)
t	32471	12.2%
e	18402	6.9%
s	15988	6.0%
o	15498	5.8%
n	15120	5.7%
u	14652	5.5%
a	14214	5.3%
i	11836	4.4%
m	10377	3.9%
/	9767	3.7%
Other values (1067)	108368	40.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	189001	70.9%
Decimal Number	22485	8.4%
Other Punctuation	22229	8.3%
Uppercase Letter	13635	5.1%
Math Symbol	5859	2.2%
Connector Punctuation	5859	2.2%
Other Letter	5546	2.1%
Dash Punctuation	2019	0.8%
Open Punctuation	25	< 0.1%
Close Punctuation	24	< 0.1%
Other values (4)	11	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
館	142	2.6%
관	141	2.5%
博	116	2.1%
物	115	2.1%
首	67	1.2%
大	59	1.1%
서	57	1.0%
사	57	1.0%
박	55	1.0%
물	53	1.0%
Other values (965)	4684	84.5%

Lowercase Letter

Value	Count	Frequency (%)
t	32471	17.2%
e	18402	9.7%
s	15988	8.5%
o	15498	8.2%
n	15120	8.0%
u	14652	7.8%
a	14214	7.5%
i	11836	6.3%
m	10377	5.5%
c	9086	4.8%
Other values (32)	31357	16.6%

Uppercase Letter

Value	Count	Frequency (%)
P	4822	35.4%
C	1745	12.8%
N	1636	12.0%
T	908	6.7%
J	874	6.4%
E	843	6.2%
K	830	6.1%
O	803	5.9%
S	248	1.8%
M	175	1.3%
Other values (18)	751	5.5%

Decimal Number

Value	Count	Frequency (%)
0	6598	29.3%
2	3281	14.6%
1	2195	9.8%
3	2113	9.4%
5	1587	7.1%
7	1400	6.2%
4	1363	6.1%
6	1361	6.1%
9	1323	5.9%
8	1264	5.6%

Other Punctuation

Value	Count	Frequency (%)
/	9767	43.9%
.	3906	17.6%
&	3906	17.6%
?	2690	12.1%
:	1953	8.8%
·	5	< 0.1%
：	2	< 0.1%

Open Punctuation

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

Close Punctuation

Value	Count	Frequency (%)
）	22	91.7%
」	1	4.2%
)	1	4.2%

Dash Punctuation

Value	Count	Frequency (%)
-	2017	99.9%
―	2	0.1%

Final Punctuation

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

Math Symbol

Value	Count	Frequency (%)
=	5859	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5859	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	202608	76.0%
Common	58511	21.9%
Han	3105	1.2%
Hangul	2182	0.8%
Katakana	251	0.1%
Cyrillic	28	< 0.1%
Hiragana	8	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
館	142	4.6%
博	116	3.7%
物	115	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 (571)	2405	77.5%

Hangul

Value	Count	Frequency (%)
관	141	6.5%
서	57	2.6%
사	57	2.6%
박	55	2.5%
물	53	2.4%
대	48	2.2%
문	37	1.7%
울	37	1.7%
광	33	1.5%
성	32	1.5%
Other values (325)	1632	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%
チ	9	3.6%
ス	9	3.6%
ジ	9	3.6%
リ	9	3.6%
ラ	9	3.6%
Other values (42)	112	44.6%

Latin

Value	Count	Frequency (%)
t	32471	16.0%
e	18402	9.1%
s	15988	7.9%
o	15498	7.6%
n	15120	7.5%
u	14652	7.2%
a	14214	7.0%
i	11836	5.8%
m	10377	5.1%
c	9086	4.5%
Other values (41)	44964	22.2%

Common

Value	Count	Frequency (%)
/	9767	16.7%
0	6598	11.3%
=	5859	10.0%
_	5859	10.0%
.	3906	6.7%
&	3906	6.7%
2	3281	5.6%
?	2690	4.6%
1	2195	3.8%
3	2113	3.6%
Other values (22)	12337	21.1%

Cyrillic

Value	Count	Frequency (%)
у	3	10.7%
т	3	10.7%
л	2	7.1%
к	2	7.1%
а	2	7.1%
е	2	7.1%
р	2	7.1%
з	1	3.6%
й	1	3.6%
ы	1	3.6%
Other values (9)	9	32.1%

Hiragana

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

Most occurring blocks

Value	Count	Frequency (%)
ASCII	261052	97.9%
CJK	3105	1.2%
Hangul	2182	0.8%
Katakana	251	0.1%
None	59	< 0.1%
Cyrillic	28	< 0.1%
Hiragana	8	< 0.1%
Punctuation	7	< 0.1%
Box Drawing	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	32471	12.4%
e	18402	7.0%
s	15988	6.1%
o	15498	5.9%
n	15120	5.8%
u	14652	5.6%
a	14214	5.4%
i	11836	4.5%
m	10377	4.0%
/	9767	3.7%
Other values (61)	102727	39.4%

CJK

Value	Count	Frequency (%)
館	142	4.6%
博	116	3.7%
物	115	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 (571)	2405	77.5%

Hangul

Value	Count	Frequency (%)
관	141	6.5%
서	57	2.6%
사	57	2.6%
박	55	2.5%
물	53	2.4%
대	48	2.2%
문	37	1.7%
울	37	1.7%
광	33	1.5%
성	32	1.5%
Other values (325)	1632	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%
チ	9	3.6%
ス	9	3.6%
ジ	9	3.6%
リ	9	3.6%
ラ	9	3.6%
Other values (42)	112	44.6%

None

Value	Count	Frequency (%)
（	23	39.0%
）	22	37.3%
·	5	8.5%
	5	8.5%
：	2	3.4%
」	1	1.7%
「	1	1.7%

Cyrillic

Value	Count	Frequency (%)
у	3	10.7%
т	3	10.7%
л	2	7.1%
к	2	7.1%
а	2	7.1%
е	2	7.1%
р	2	7.1%
з	1	3.6%
й	1	3.6%
ы	1	3.6%
Other values (9)	9	32.1%

Punctuation

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

Hiragana

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

Box Drawing

Value	Count	Frequency (%)
─	1	100.0%

주소
Text

Distinct	1320
Distinct (%)	67.6%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	79
Median length	65
Mean length	19.770609
Min length	2

Characters and Unicode

Total characters	38612
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	1267 ?
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	276	5.5%
종로구	129	2.6%
jongno-gu	114	2.3%
중구	65	1.3%
jung-gu	43	0.9%
korea	43	0.9%
100-120	29	0.6%
1-1	29	0.6%
110-062	27	0.5%
Other values (1781)	3897	78.2%

Most occurring characters

Value	Count	Frequency (%)
	6112	15.8%
1	2969	7.7%
-	2435	6.3%
0	2012	5.2%
2	1262	3.3%
?	1181	3.1%
o	1172	3.0%
g	997	2.6%
n	967	2.5%
3	845	2.2%
Other values (675)	18660	48.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10736	27.8%
Other Letter	10032	26.0%
Lowercase Letter	6174	16.0%
Space Separator	6113	15.8%
Dash Punctuation	2435	6.3%
Other Punctuation	1990	5.2%
Uppercase Letter	951	2.5%
Close Punctuation	87	0.2%
Open Punctuation	87	0.2%
Control	4	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
市	638	6.4%
洞	622	6.2%
首	493	4.9%
路	440	4.4%
서	421	4.2%
울	365	3.6%
구	362	3.6%
동	332	3.3%
ル	276	2.8%
ソ	269	2.7%
Other values (604)	5814	58.0%

Lowercase Letter

Value	Count	Frequency (%)
o	1172	19.0%
g	997	16.1%
n	967	15.7%
u	717	11.6%
e	579	9.4%
a	369	6.0%
l	329	5.3%
d	272	4.4%
i	112	1.8%
r	92	1.5%
Other values (13)	568	9.2%

Uppercase Letter

Value	Count	Frequency (%)
S	402	42.3%
J	179	18.8%
G	71	7.5%
Y	45	4.7%
K	44	4.6%
B	31	3.3%
H	29	3.0%
M	24	2.5%
D	21	2.2%
N	18	1.9%
Other values (13)	87	9.1%

Decimal Number

Value	Count	Frequency (%)
1	2969	27.7%
0	2012	18.7%
2	1262	11.8%
3	845	7.9%
8	722	6.7%
4	713	6.6%
5	681	6.3%
7	627	5.8%
6	519	4.8%
9	386	3.6%

Other Punctuation

Value	Count	Frequency (%)
?	1181	59.3%
,	805	40.5%
·	2	0.1%
.	1	0.1%
，	1	0.1%

Space Separator

Value	Count	Frequency (%)
	6112	> 99.9%
	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	83	95.4%
）	4	4.6%

Open Punctuation

Value	Count	Frequency (%)
(	83	95.4%
（	4	4.6%

Dash Punctuation

Value	Count	Frequency (%)
-	2435	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	21455	55.6%
Latin	7125	18.5%
Han	5700	14.8%
Hangul	3332	8.6%
Katakana	997	2.6%
Hiragana	3	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
市	638	11.2%
洞	622	10.9%
首	493	8.6%
路	440	7.7%
區	266	4.7%
爾	260	4.6%
街	169	3.0%
中	147	2.6%
鍾	136	2.4%
山	117	2.1%
Other values (333)	2412	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	276	27.7%
ソ	269	27.0%
ウ	268	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	1172	16.4%
g	997	14.0%
n	967	13.6%
u	717	10.1%
e	579	8.1%
S	402	5.6%
a	369	5.2%
l	329	4.6%
d	272	3.8%
J	179	2.5%
Other values (36)	1142	16.0%

Common

Value	Count	Frequency (%)
	6112	28.5%
1	2969	13.8%
-	2435	11.3%
0	2012	9.4%
2	1262	5.9%
?	1181	5.5%
3	845	3.9%
,	805	3.8%
8	722	3.4%
4	713	3.3%
Other values (15)	2399	11.2%

Hiragana

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

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28567	74.0%
CJK	5685	14.7%
Hangul	3332	8.6%
Katakana	997	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 (%)
	6112	21.4%
1	2969	10.4%
-	2435	8.5%
0	2012	7.0%
2	1262	4.4%
?	1181	4.1%
o	1172	4.1%
g	997	3.5%
n	967	3.4%
3	845	3.0%
Other values (55)	8615	30.2%

CJK

Value	Count	Frequency (%)
市	638	11.2%
洞	622	10.9%
首	493	8.7%
路	440	7.7%
區	266	4.7%
爾	260	4.6%
街	169	3.0%
中	147	2.6%
鍾	136	2.4%
山	117	2.1%
Other values (326)	2397	42.2%

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	276	27.7%
ソ	269	27.0%
ウ	268	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 (%)
の	1	33.3%
ど	1	33.3%
も	1	33.3%

신주소
Text

Distinct	1909
Distinct (%)	97.7%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	102
Median length	72
Mean length	31.637993
Min length	2

Characters and Unicode

Total characters	61789
Distinct characters	999
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	1878 ?
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	396	5.1%
서울	329	4.2%
jongno-gu	139	1.8%
종로구	137	1.8%
중구	59	0.8%
jung-gu	59	0.8%
서울특별시	43	0.6%
03056	31	0.4%
yongsan-gu	29	0.4%
03145	29	0.4%
Other values (3137)	6529	83.9%

Most occurring characters

Value	Count	Frequency (%)
	7746	12.5%
0	3269	5.3%
1	2534	4.1%
?	2095	3.4%
3	1880	3.0%
o	1663	2.7%
2	1507	2.4%
4	1435	2.3%
5	1384	2.2%
-	1379	2.2%
Other values (989)	36897	59.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	20227	32.7%
Decimal Number	15449	25.0%
Lowercase Letter	9515	15.4%
Space Separator	7746	12.5%
Other Punctuation	3581	5.8%
Uppercase Letter	1553	2.5%
Dash Punctuation	1379	2.2%
Open Punctuation	1166	1.9%
Close Punctuation	1165	1.9%
Math Symbol	5	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
路	1114	5.5%
ン	867	4.3%
市	788	3.9%
首	575	2.8%
ル	571	2.8%
로	488	2.4%
서	468	2.3%
街	444	2.2%
洞	441	2.2%
울	405	2.0%
Other values (908)	14066	69.5%

Lowercase Letter

Value	Count	Frequency (%)
o	1663	17.5%
g	1344	14.1%
n	1177	12.4%
u	1104	11.6%
e	918	9.6%
l	684	7.2%
a	614	6.5%
r	429	4.5%
i	322	3.4%
d	208	2.2%
Other values (15)	1052	11.1%

Uppercase Letter

Value	Count	Frequency (%)
S	574	37.0%
J	228	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)	273	17.6%

Decimal Number

Value	Count	Frequency (%)
0	3269	21.2%
1	2534	16.4%
3	1880	12.2%
2	1507	9.8%
4	1435	9.3%
5	1384	9.0%
6	1006	6.5%
7	1003	6.5%
8	782	5.1%
9	648	4.2%

Other Punctuation

Value	Count	Frequency (%)
?	2095	58.5%
,	1295	36.2%
，	97	2.7%
、	53	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 (%)
)	1127	96.7%
）	37	3.2%
」	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1124	96.4%
（	41	3.5%
「	1	0.1%

Space Separator

Value	Count	Frequency (%)
	7746	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1379	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	30494	49.4%
Latin	11068	17.9%
Han	9437	15.3%
Hangul	5716	9.3%
Katakana	5060	8.2%
Hiragana	14	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
路	1114	11.8%
市	788	8.4%
首	575	6.1%
街	444	4.7%
洞	441	4.7%
區	390	4.1%
爾	293	3.1%
大	276	2.9%
中	216	2.3%
鍾	168	1.8%
Other values (507)	4732	50.1%

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	571	11.3%
ソ	393	7.8%
ウ	365	7.2%
ロ	313	6.2%
チ	290	5.7%
ョ	278	5.5%
ギ	195	3.9%
ノ	125	2.5%
ク	104	2.1%
Other values (62)	1559	30.8%

Latin

Value	Count	Frequency (%)
o	1663	15.0%
g	1344	12.1%
n	1177	10.6%
u	1104	10.0%
e	918	8.3%
l	684	6.2%
a	614	5.5%
S	574	5.2%
r	429	3.9%
i	322	2.9%
Other values (39)	2239	20.2%

Common

Value	Count	Frequency (%)
	7746	25.4%
0	3269	10.7%
1	2534	8.3%
?	2095	6.9%
3	1880	6.2%
2	1507	4.9%
4	1435	4.7%
5	1384	4.5%
-	1379	4.5%
,	1295	4.2%
Other values (22)	5970	19.6%

Hiragana

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

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41323	66.9%
CJK	9421	15.2%
Hangul	5716	9.3%
Katakana	5060	8.2%
None	238	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 (%)
	7746	18.7%
0	3269	7.9%
1	2534	6.1%
?	2095	5.1%
3	1880	4.5%
o	1663	4.0%
2	1507	3.6%
4	1435	3.5%
5	1384	3.3%
-	1379	3.3%
Other values (62)	16431	39.8%

CJK

Value	Count	Frequency (%)
路	1114	11.8%
市	788	8.4%
首	575	6.1%
街	444	4.7%
洞	441	4.7%
區	390	4.1%
爾	293	3.1%
大	276	2.9%
中	216	2.3%
鍾	168	1.8%
Other values (500)	4716	50.1%

Katakana

Value	Count	Frequency (%)
ン	867	17.1%
ル	571	11.3%
ソ	393	7.8%
ウ	365	7.2%
ロ	313	6.2%
チ	290	5.7%
ョ	278	5.5%
ギ	195	3.9%
ノ	125	2.5%
ク	104	2.1%
Other values (62)	1559	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	40.8%
、	53	22.3%
（	41	17.2%
）	37	15.5%
·	7	2.9%
「	1	0.4%
」	1	0.4%
２	1	0.4%

CJK Compat Ideographs

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

Hiragana

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

Punctuation

Value	Count	Frequency (%)
’	1	100.0%

전화번호
Text

MISSING

Distinct	768
Distinct (%)	41.7%
Missing	113
Missing (%)	5.8%
Memory size	15.4 KiB

Length

Max length	87
Median length	67
Mean length	14.063043
Min length	6

Characters and Unicode

Total characters	25876
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	+82-2-3780-0578
5th row	02-774-1784

Value	Count	Frequency (%)
82-2-120	38	2.0%
02-120	12	0.6%
82-2-724-0274	9	0.5%
82-2)2133-5695	8	0.4%
82-2-970-4500	8	0.4%
82-2-793-8249	8	0.4%
82-2-3780-0578	8	0.4%
82-2-2077-9000	8	0.4%
82-2-762-4868	7	0.4%
82-2-731-0412	7	0.4%
Other values (763)	1742	93.9%

Most occurring characters

Value	Count	Frequency (%)
-	5120	19.8%
2	4838	18.7%
8	2483	9.6%
0	2226	8.6%
3	1630	6.3%
7	1624	6.3%
+	1490	5.8%
1	1472	5.7%
4	1263	4.9%
6	1146	4.4%
Other values (105)	2584	10.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18896	73.0%
Dash Punctuation	5120	19.8%
Math Symbol	1526	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 (%)
博	6	5.8%
物	6	5.8%
旅	5	4.9%
服	5	4.9%
館	4	3.9%
관	4	3.9%
自	3	2.9%
然	3	2.9%
史	3	2.9%
品	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	4838	25.6%
8	2483	13.1%
0	2226	11.8%
3	1630	8.6%
7	1624	8.6%
1	1472	7.8%
4	1263	6.7%
6	1146	6.1%
9	1118	5.9%
5	1096	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 (%)
M	3	21.4%
C	3	21.4%
T	2	14.3%
D	1	7.1%
I	1	7.1%
S	1	7.1%
A	1	7.1%
N	1	7.1%
H	1	7.1%

Math Symbol

Value	Count	Frequency (%)
+	1490	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 (%)
-	5120	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	25678	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 (%)
-	5120	19.9%
2	4838	18.8%
8	2483	9.7%
0	2226	8.7%
3	1630	6.3%
7	1624	6.3%
+	1490	5.8%
1	1472	5.7%
4	1263	4.9%
6	1146	4.5%
Other values (21)	2386	9.3%

Han

Value	Count	Frequency (%)
博	6	8.7%
物	6	8.7%
旅	5	7.2%
服	5	7.2%
館	4	5.8%
自	3	4.3%
然	3	4.3%
史	3	4.3%
品	3	4.3%
念	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%
내	2	6.5%
자	2	6.5%
물	2	6.5%
박	2	6.5%
광	1	3.2%
지	1	3.2%
번	1	3.2%
선	1	3.2%
홍	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	25751	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 (%)
-	5120	19.9%
2	4838	18.8%
8	2483	9.6%
0	2226	8.6%
3	1630	6.3%
7	1624	6.3%
+	1490	5.8%
1	1472	5.7%
4	1263	4.9%
6	1146	4.5%
Other values (40)	2459	9.5%

CJK

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

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%

Hangul

Value	Count	Frequency (%)
관	4	12.9%
내	2	6.5%
자	2	6.5%
물	2	6.5%
박	2	6.5%
광	1	3.2%
지	1	3.2%
번	1	3.2%
선	1	3.2%
홍	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 CARDINALITY HIGH CORRELATION IMBALANCE

Distinct	51
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

<NA>	1850
+82-2-743-8786	4
+82-2-732-9928	4
+82-2-766-8643	4
+82-2-2660-2488	4
Other values (46)	87

Length

Max length	18
Median length	4
Mean length	4.5202253
Min length	4

Unique

Unique	26 ?
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>	1850	94.7%
+82-2-743-8786	4	0.2%
+82-2-732-9928	4	0.2%
+82-2-766-8643	4	0.2%
+82-2-2660-2488	4	0.2%
+82-2-2022-0644	4	0.2%
+82-2-2147-3874	4	0.2%
+82-2-969-9245	4	0.2%
+82-2-753-4254	4	0.2%
+82-2-957-2569	4	0.2%
Other values (41)	67	3.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1850	94.3%
9470	5	0.3%
82-2-732-9928	4	0.2%
82-2-766-8643	4	0.2%
82-2-2660-2488	4	0.2%
82-2-2022-0644	4	0.2%
82-2-2147-3874	4	0.2%
82-2-969-9245	4	0.2%
82-2-753-4254	4	0.2%
82-2-957-2569	4	0.2%
Other values (42)	74	3.8%

웹사이트
Text

MISSING

Distinct	490
Distinct (%)	36.6%
Missing	614
Missing (%)	31.4%
Memory size	15.4 KiB

Length

Max length	233
Median length	90
Mean length	35.094847
Min length	14

Characters and Unicode

Total characters	46992
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	207 ?
Unique (%)	15.5%

Sample

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

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://sewoon.org	6	0.4%
http://plaza.seoul.go.kr/gwanghwamun	6	0.4%
http://www.museum.seoul.kr	6	0.4%
https://sema.seoul.go.kr/en/index	6	0.4%
http://hakrim.pe.kr	5	0.4%
http://taeil.org	5	0.4%
Other values (477)	1253	92.7%

Most occurring characters

Value	Count	Frequency (%)
/	4172	8.9%
.	3683	7.8%
t	3650	7.8%
o	3066	6.5%
w	2684	5.7%
e	2381	5.1%
r	2146	4.6%
s	1961	4.2%
a	1912	4.1%
h	1894	4.0%
Other values (66)	19443	41.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	34881	74.2%
Other Punctuation	9388	20.0%
Decimal Number	1297	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	3650	10.5%
o	3066	8.8%
w	2684	7.7%
e	2381	6.8%
r	2146	6.2%
s	1961	5.6%
a	1912	5.5%
h	1894	5.4%
n	1803	5.2%
p	1770	5.1%
Other values (16)	11614	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	410	31.6%
1	268	20.7%
2	166	12.8%
3	86	6.6%
6	84	6.5%
5	80	6.2%
4	67	5.2%
7	52	4.0%
9	46	3.5%
8	38	2.9%

Other Punctuation

Value	Count	Frequency (%)
/	4172	44.4%
.	3683	39.2%
:	1195	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 (%)
녕	5	20.0%
동	5	20.0%
사	5	20.0%
인	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	35593	75.7%
Common	11374	24.2%
Hangul	25	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	3650	10.3%
o	3066	8.6%
w	2684	7.5%
e	2381	6.7%
r	2146	6.0%
s	1961	5.5%
a	1912	5.4%
h	1894	5.3%
n	1803	5.1%
p	1770	5.0%
Other values (37)	12326	34.6%

Common

Value	Count	Frequency (%)
/	4172	36.7%
.	3683	32.4%
:	1195	10.5%
0	410	3.6%
=	313	2.8%
_	285	2.5%
1	268	2.4%
?	183	1.6%
2	166	1.5%
&	129	1.1%
Other values (14)	570	5.0%

Hangul

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

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46967	99.9%
Hangul	25	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	4172	8.9%
.	3683	7.8%
t	3650	7.8%
o	3066	6.5%
w	2684	5.7%
e	2381	5.1%
r	2146	4.6%
s	1961	4.2%
a	1912	4.1%
h	1894	4.0%
Other values (61)	19418	41.3%

Hangul

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

운영시간
Text

MISSING

Distinct	1244
Distinct (%)	73.4%
Missing	259
Missing (%)	13.3%
Memory size	15.4 KiB

Length

Max length	396
Median length	202
Mean length	34.649351
Min length	2

Characters and Unicode

Total characters	58696
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	1105 ?
Unique (%)	65.2%

Sample

1st row	Tue-Fri 10:00 - 20:00 / Sat-Sun 10:00 - 22:00
2nd row	성당사무실 화 ~ 금 \| 09:00 ~ 20:30 토 요 일 \| 09:00 ~ 20:00 일 요 일 \| 09:00 ~ 21:00
3rd row	Tuesday - Friday 10:00 - 20:00 KST Sat, Holiday 10:00 - 19:00 KST
4th row	週二 - 週五 10:00 - 20:00 週六、公休日 10:00 - 19:00
5th row	Every Tue-Sun, 09:00-18:00 (Closed on Mondays and public holidays)

Value	Count	Frequency (%)
	1308	15.2%
kst	541	6.3%
10:00	351	4.1%
18:00	287	3.3%
09:00	241	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	76	0.9%
Other values (2039)	5360	62.2%

Most occurring characters

Value	Count	Frequency (%)
0	11264	19.2%
	7311	12.5%
:	4986	8.5%
1	4185	7.1%
~	1736	3.0%
9	1184	2.0%
?	1149	2.0%
2	1138	1.9%
-	1032	1.8%
3	1008	1.7%
Other values (855)	23703	40.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20917	35.6%
Other Letter	9689	16.5%
Other Punctuation	7334	12.5%
Space Separator	7311	12.5%
Lowercase Letter	6094	10.4%
Uppercase Letter	2648	4.5%
Math Symbol	1788	3.0%
Dash Punctuation	1033	1.8%
Close Punctuation	941	1.6%
Open Punctuation	926	1.6%
Other values (4)	15	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
月	474	4.9%
日	458	4.7%
周	260	2.7%
일	220	2.3%
入	213	2.2%
週	206	2.1%
時	196	2.0%
월	193	2.0%
間	159	1.6%
場	154	1.6%
Other values (759)	7156	73.9%

Lowercase Letter

Value	Count	Frequency (%)
e	752	12.3%
a	644	10.6%
r	505	8.3%
s	452	7.4%
t	449	7.4%
o	402	6.6%
n	393	6.4%
y	385	6.3%
i	385	6.3%
u	289	4.7%
Other values (16)	1438	23.6%

Uppercase Letter

Value	Count	Frequency (%)
S	704	26.6%
T	637	24.1%
K	583	22.0%
M	127	4.8%
D	112	4.2%
F	71	2.7%
W	63	2.4%
L	60	2.3%
O	44	1.7%
N	40	1.5%
Other values (13)	207	7.8%

Other Punctuation

Value	Count	Frequency (%)
:	4986	68.0%
?	1149	15.7%
,	241	3.3%
、	203	2.8%
*	179	2.4%
/	113	1.5%
：	97	1.3%
※	93	1.3%
，	78	1.1%
.	54	0.7%
Other values (5)	141	1.9%

Decimal Number

Value	Count	Frequency (%)
0	11264	53.9%
1	4185	20.0%
9	1184	5.7%
2	1138	5.4%
3	1008	4.8%
8	941	4.5%
7	621	3.0%
6	269	1.3%
4	181	0.9%
5	125	0.6%

Math Symbol

Value	Count	Frequency (%)
~	1736	97.1%
>	19	1.1%
<	19	1.1%
\|	8	0.4%
∼	3	0.2%
+	3	0.2%

Close Punctuation

Value	Count	Frequency (%)
)	795	84.5%
）	119	12.6%
]	26	2.8%
」	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	786	84.9%
（	113	12.2%
[	26	2.8%
「	1	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1032	99.9%
―	1	0.1%

Space Separator

Value	Count	Frequency (%)
	7311	100.0%

Control

Value	Count	Frequency (%)
	9	100.0%

Final Punctuation

Value	Count	Frequency (%)
”	2	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	2	100.0%

Format

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	40265	68.6%
Latin	8742	14.9%
Han	6065	10.3%
Hangul	2783	4.7%
Hiragana	607	1.0%
Katakana	234	0.4%

Most frequent character per script

Han

Value	Count	Frequency (%)
月	474	7.8%
日	458	7.6%
周	260	4.3%
入	213	3.5%
週	206	3.4%
時	196	3.2%
間	159	2.6%
場	154	2.5%
曜	137	2.3%
六	126	2.1%
Other values (412)	3682	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 (%)
ン	21	9.0%
ト	21	9.0%
サ	13	5.6%
ス	13	5.6%
ッ	11	4.7%
ブ	11	4.7%
イ	10	4.3%
ウ	9	3.8%
ケ	8	3.4%
ェ	8	3.4%
Other values (42)	109	46.6%

Latin

Value	Count	Frequency (%)
e	752	8.6%
S	704	8.1%
a	644	7.4%
T	637	7.3%
K	583	6.7%
r	505	5.8%
s	452	5.2%
t	449	5.1%
o	402	4.6%
n	393	4.5%
Other values (39)	3221	36.8%

Common

Value	Count	Frequency (%)
0	11264	28.0%
	7311	18.2%
:	4986	12.4%
1	4185	10.4%
~	1736	4.3%
9	1184	2.9%
?	1149	2.9%
2	1138	2.8%
-	1032	2.6%
3	1008	2.5%
Other values (37)	5272	13.1%

Hiragana

Value	Count	Frequency (%)
は	88	14.5%
ま	85	14.0%
で	76	12.5%
の	48	7.9%
り	29	4.8%
が	23	3.8%
な	21	3.5%
る	20	3.3%
に	19	3.1%
す	17	2.8%
Other values (33)	181	29.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48202	82.1%
CJK	6062	10.3%
Hangul	2783	4.7%
None	704	1.2%
Hiragana	607	1.0%
Katakana	234	0.4%
Punctuation	98	0.2%
Math Operators	3	< 0.1%
CJK Compat Ideographs	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	11264	23.4%
	7311	15.2%
:	4986	10.3%
1	4185	8.7%
~	1736	3.6%
9	1184	2.5%
?	1149	2.4%
2	1138	2.4%
-	1032	2.1%
3	1008	2.1%
Other values (69)	13209	27.4%

CJK

Value	Count	Frequency (%)
月	474	7.8%
日	458	7.6%
周	260	4.3%
入	213	3.5%
週	206	3.4%
時	196	3.2%
間	159	2.6%
場	154	2.5%
曜	137	2.3%
六	126	2.1%
Other values (410)	3679	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%

None

Value	Count	Frequency (%)
、	203	28.8%
）	119	16.9%
（	113	16.1%
：	97	13.8%
，	78	11.1%
。	37	5.3%
／	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	14.5%
ま	85	14.0%
で	76	12.5%
の	48	7.9%
り	29	4.8%
が	23	3.8%
な	21	3.5%
る	20	3.3%
に	19	3.1%
す	17	2.8%
Other values (33)	181	29.8%

Katakana

Value	Count	Frequency (%)
ン	21	9.0%
ト	21	9.0%
サ	13	5.6%
ス	13	5.6%
ッ	11	4.7%
ブ	11	4.7%
イ	10	4.3%
ウ	9	3.8%
ケ	8	3.4%
ェ	8	3.4%
Other values (42)	109	46.6%

Math Operators

Value	Count	Frequency (%)
∼	3	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
六	2	66.7%
金	1	33.3%

운영요일
Text

MISSING

Distinct	225
Distinct (%)	21.7%
Missing	916
Missing (%)	46.9%
Memory size	15.4 KiB

Length

Max length	60
Median length	58
Mean length	5.6827387
Min length	2

Characters and Unicode

Total characters	5893
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	週二 - 週日
3rd row	Tuesday, Wednesday, Thursday, Friday, Saturday, Sunday
4th row	Daily
5th row	Daily

Value	Count	Frequency (%)
화~일	78	5.8%
每天	73	5.4%
매일	70	5.2%
日	69	5.1%
	67	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)	740	55.0%

Most occurring characters

Value	Count	Frequency (%)
日	475	8.1%
~	426	7.2%
	344	5.8%
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)	3097	52.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3124	53.0%
Lowercase Letter	1240	21.0%
Math Symbol	426	7.2%
Space Separator	344	5.8%
Other Punctuation	290	4.9%
Uppercase Letter	248	4.2%
Decimal Number	134	2.3%
Dash Punctuation	67	1.1%
Close Punctuation	9	0.2%
Open 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	16.5%
y	179	14.4%
d	125	10.1%
u	111	9.0%
n	93	7.5%
e	84	6.8%
i	77	6.2%
l	70	5.6%
r	67	5.4%
o	65	5.2%
Other values (12)	165	13.3%

Uppercase Letter

Value	Count	Frequency (%)
S	67	27.0%
D	60	24.2%
T	44	17.7%
M	37	14.9%
F	11	4.4%
W	9	3.6%
K	6	2.4%
O	6	2.4%
E	4	1.6%
A	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%
3	3	2.2%
4	3	2.2%
7	1	0.7%
5	1	0.7%

Close Punctuation

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

Open Punctuation

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

Math Symbol

Value	Count	Frequency (%)
~	426	100.0%

Space Separator

Value	Count	Frequency (%)
	344	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	67	100.0%

Control

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Han	2449	41.6%
Latin	1488	25.3%
Common	1281	21.7%
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%
요	22	3.4%
금	22	3.4%
목	12	1.9%
수	12	1.9%
평	3	0.5%
Other values (40)	44	6.9%

Latin

Value	Count	Frequency (%)
a	204	13.7%
y	179	12.0%
d	125	8.4%
u	111	7.5%
n	93	6.2%
e	84	5.6%
i	77	5.2%
l	70	4.7%
r	67	4.5%
S	67	4.5%
Other values (25)	411	27.6%

Common

Value	Count	Frequency (%)
~	426	33.3%
	344	26.9%
?	178	13.9%
0	74	5.8%
-	67	5.2%
:	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%
ま	2	8.3%
ご	2	8.3%
さ	2	8.3%
い	2	8.3%
く	1	4.2%
だ	1	4.2%
で	1	4.2%
ら	1	4.2%
か	1	4.2%
Other values (7)	7	29.2%

Katakana

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

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2715	46.1%
CJK	2449	41.6%
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	15.7%
	344	12.7%
a	204	7.5%
y	179	6.6%
?	178	6.6%
d	125	4.6%
u	111	4.1%
n	93	3.4%
e	84	3.1%
i	77	2.8%
Other values (45)	894	32.9%

Hangul

Value	Count	Frequency (%)
일	220	34.4%
화	110	17.2%
월	74	11.6%
매	70	11.0%
토	50	7.8%
요	22	3.4%
금	22	3.4%
목	12	1.9%
수	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%
ま	2	8.3%
ご	2	8.3%
さ	2	8.3%
い	2	8.3%
く	1	4.2%
だ	1	4.2%
で	1	4.2%
ら	1	4.2%
か	1	4.2%
Other values (7)	7	29.2%

Punctuation

Value	Count	Frequency (%)
※	3	100.0%

Katakana

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

휴무일
Text

MISSING

Distinct	663
Distinct (%)	47.4%
Missing	555
Missing (%)	28.4%
Memory size	15.4 KiB

Length

Max length	258
Median length	124
Mean length	13.603004
Min length	1

Characters and Unicode

Total characters	19017
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	546 ?
Unique (%)	39.1%

Sample

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

Value	Count	Frequency (%)
closed	141	4.4%
	118	3.7%
mondays	101	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 (776)	2382	74.6%

Most occurring characters

Value	Count	Frequency (%)
	1884	9.9%
日	818	4.3%
?	669	3.5%
a	635	3.3%
e	583	3.1%
s	549	2.9%
o	509	2.7%
、	503	2.6%
d	501	2.6%
n	459	2.4%
Other values (518)	11907	62.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8059	42.4%
Lowercase Letter	5195	27.3%
Space Separator	1884	9.9%
Other Punctuation	1818	9.6%
Uppercase Letter	767	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	818	10.2%
일	422	5.2%
月	398	4.9%
一	291	3.6%
休	286	3.5%
曜	223	2.8%
周	213	2.6%
월	208	2.6%
週	208	2.6%
秋	192	2.4%
Other values (438)	4800	59.6%

Lowercase Letter

Value	Count	Frequency (%)
a	635	12.2%
e	583	11.2%
s	549	10.6%
o	509	9.8%
d	501	9.6%
n	459	8.8%
y	368	7.1%
l	288	5.5%
r	256	4.9%
u	240	4.6%
Other values (13)	807	15.5%

Uppercase Letter

Value	Count	Frequency (%)
C	190	24.8%
M	137	17.9%
N	87	11.3%
Y	81	10.6%
S	62	8.1%
L	48	6.3%
D	46	6.0%
O	21	2.7%
J	19	2.5%
H	18	2.3%
Other values (12)	58	7.6%

Other Punctuation

Value	Count	Frequency (%)
?	669	36.8%
、	503	27.7%
,	305	16.8%
&	81	4.5%
，	77	4.2%
'	44	2.4%
.	30	1.7%
※	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%
9	2	0.3%
１	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 (%)
	1884	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	5962	31.4%
Han	5440	28.6%
Common	4996	26.3%
Hangul	2216	11.7%
Hiragana	370	1.9%
Katakana	33	0.2%

Most frequent character per script

Han

Value	Count	Frequency (%)
日	818	15.0%
月	398	7.3%
一	291	5.3%
休	286	5.3%
曜	223	4.1%
周	213	3.9%
週	208	3.8%
秋	192	3.5%
中	162	3.0%
春	124	2.3%
Other values (231)	2525	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%
석	59	2.7%
추	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	635	10.7%
e	583	9.8%
s	549	9.2%
o	509	8.5%
d	501	8.4%
n	459	7.7%
y	368	6.2%
l	288	4.8%
r	256	4.3%
u	240	4.0%
Other values (35)	1574	26.4%

Common

Value	Count	Frequency (%)
	1884	37.7%
?	669	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%
み	6	1.6%
Other values (19)	45	12.2%

Katakana

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

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10287	54.1%
CJK	5440	28.6%
Hangul	2216	11.7%
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 (%)
	1884	18.3%
?	669	6.5%
a	635	6.2%
e	583	5.7%
s	549	5.3%
o	509	4.9%
d	501	4.9%
n	459	4.5%
1	458	4.5%
y	368	3.6%
Other values (59)	3672	35.7%

CJK

Value	Count	Frequency (%)
日	818	15.0%
月	398	7.3%
一	291	5.3%
休	286	5.3%
曜	223	4.1%
周	213	3.9%
週	208	3.8%
秋	192	3.5%
中	162	3.0%
春	124	2.3%
Other values (231)	2525	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%
석	59	2.7%
추	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%
み	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%
グ	3	9.1%
ル	3	9.1%
マ	3	9.1%
ト	3	9.1%
ハ	3	9.1%
リ	2	6.1%
ク	2	6.1%
サ	2	6.1%
Other values (4)	4	12.1%

교통정보
Text

MISSING

Distinct	1804
Distinct (%)	96.3%
Missing	79
Missing (%)	4.0%
Memory size	15.4 KiB

Length

Max length	402
Median length	184
Mean length	38.433298
Min length	7

Characters and Unicode

Total characters	72024
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	1753 ?
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	477	4.7%
line	443	4.4%
exit	429	4.2%
subway	361	3.6%
출구	323	3.2%
3	285	2.8%
	257	2.5%
on	224	2.2%
2	209	2.1%
1	207	2.0%
Other values (2594)	6940	68.3%

Most occurring characters

Value	Count	Frequency (%)
	9200	12.8%
?	4604	6.4%
n	2171	3.0%
1	2139	3.0%
t	1976	2.7%
i	1922	2.7%
o	1825	2.5%
3	1578	2.2%
出	1562	2.2%
口	1509	2.1%
Other values (958)	43538	60.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24584	34.1%
Lowercase Letter	17308	24.0%
Decimal Number	10038	13.9%
Space Separator	9200	12.8%
Other Punctuation	6502	9.0%
Uppercase Letter	2652	3.7%
Open Punctuation	726	1.0%
Close Punctuation	725	1.0%
Dash Punctuation	182	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	2171	12.5%
t	1976	11.4%
i	1922	11.1%
o	1825	10.5%
a	1439	8.3%
e	1284	7.4%
m	929	5.4%
u	782	4.5%
g	607	3.5%
s	588	3.4%
Other values (16)	3785	21.9%

Uppercase Letter

Value	Count	Frequency (%)
S	922	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	65	2.5%
T	52	2.0%
U	39	1.5%
Other values (14)	257	9.7%

Other Punctuation

Value	Count	Frequency (%)
?	4604	70.8%
,	895	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	1578	15.7%
2	1476	14.7%
5	1252	12.5%
4	957	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 (%)
)	370	51.0%
」	340	46.9%
）	11	1.5%
]	4	0.6%

Open Punctuation

Value	Count	Frequency (%)
(	370	51.0%
「	341	47.0%
（	11	1.5%
[	4	0.6%

Math Symbol

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

Initial Punctuation

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

Final Punctuation

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

Space Separator

Value	Count	Frequency (%)
	9200	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	182	100.0%

Control

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27480	38.2%
Latin	19960	27.7%
Han	14513	20.2%
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	2171	10.9%
t	1976	9.9%
i	1922	9.6%
o	1825	9.1%
a	1439	7.2%
e	1284	6.4%
m	929	4.7%
S	922	4.6%
u	782	3.9%
g	607	3.0%
Other values (40)	6103	30.6%

Common

Value	Count	Frequency (%)
	9200	33.5%
?	4604	16.8%
1	2139	7.8%
3	1578	5.7%
2	1476	5.4%
5	1252	4.6%
4	957	3.5%
0	940	3.4%
,	895	3.3%
6	634	2.3%
Other values (37)	3805	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%
で	29	3.6%
を	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	46106	64.0%
CJK	14513	20.2%
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 (%)
	9200	20.0%
?	4604	10.0%
n	2171	4.7%
1	2139	4.6%
t	1976	4.3%
i	1922	4.2%
o	1825	4.0%
3	1578	3.4%
2	1476	3.2%
a	1439	3.1%
Other values (68)	17776	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%
１	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%
で	29	3.6%
を	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	1951
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	243
Median length	174
Mean length	56.275474
Min length	3

Characters and Unicode

Total characters	109906
Distinct characters	1936
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	1949 ?
Unique (%)	99.8%

Sample

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

Value	Count	Frequency (%)
	203	2.9%
老店	132	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%
역사	22	0.3%
Other values (4689)	6395	91.0%

Most occurring characters

Value	Count	Frequency (%)
,	13889	12.6%
?	5977	5.4%
	5265	4.8%
e	3693	3.4%
o	3250	3.0%
a	3169	2.9%
n	3089	2.8%
i	2573	2.3%
t	2412	2.2%
r	2267	2.1%
Other values (1926)	64322	58.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	44102	40.1%
Lowercase Letter	33066	30.1%
Other Punctuation	20163	18.3%
Uppercase Letter	6481	5.9%
Space Separator	5265	4.8%
Decimal Number	368	0.3%
Open Punctuation	168	0.2%
Close Punctuation	168	0.2%
Dash Punctuation	121	0.1%
Final Punctuation	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
館	683	1.5%
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 (1844)	39097	88.7%

Lowercase Letter

Value	Count	Frequency (%)
e	3693	11.2%
o	3250	9.8%
a	3169	9.6%
n	3089	9.3%
i	2573	7.8%
t	2412	7.3%
r	2267	6.9%
u	2093	6.3%
l	1623	4.9%
g	1544	4.7%
Other values (16)	7353	22.2%

Uppercase Letter

Value	Count	Frequency (%)
S	1095	16.9%
C	558	8.6%
M	464	7.2%
H	458	7.1%
G	442	6.8%
A	391	6.0%
T	373	5.8%
P	301	4.6%
O	270	4.2%
D	265	4.1%
Other values (16)	1864	28.8%

Other Punctuation

Value	Count	Frequency (%)
,	13889	68.9%
?	5977	29.6%
·	95	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 (%)
(	152	90.5%
（	16	9.5%

Close Punctuation

Value	Count	Frequency (%)
)	152	90.5%
）	16	9.5%

Final Punctuation

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

Space Separator

Value	Count	Frequency (%)
	5265	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	121	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	39547	36.0%
Common	26257	23.9%
Han	24928	22.7%
Hangul	12827	11.7%
Katakana	5876	5.3%
Hiragana	471	0.4%

Most frequent character per script

Han

Value	Count	Frequency (%)
館	683	2.7%
首	594	2.4%
化	536	2.2%
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 (1150)	20224	81.1%

Hangul

Value	Count	Frequency (%)
서	416	3.2%
관	391	3.0%
울	333	2.6%
역	317	2.5%
문	313	2.4%
화	251	2.0%
대	247	1.9%
가	220	1.7%
사	220	1.7%
동	218	1.7%
Other values (554)	9901	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	191	3.3%
ガ	162	2.8%
ア	159	2.7%
レ	150	2.6%
イ	148	2.5%
Other values (69)	3039	51.7%

Latin

Value	Count	Frequency (%)
e	3693	9.3%
o	3250	8.2%
a	3169	8.0%
n	3089	7.8%
i	2573	6.5%
t	2412	6.1%
r	2267	5.7%
u	2093	5.3%
l	1623	4.1%
g	1544	3.9%
Other values (42)	13834	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%
こ	19	4.0%
ど	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 (%)
,	13889	52.9%
?	5977	22.8%
	5265	20.1%
(	152	0.6%
)	152	0.6%
-	121	0.5%
·	95	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	65564	59.7%
CJK	24924	22.7%
Hangul	12827	11.7%
Katakana	5876	5.3%
Hiragana	471	0.4%
None	236	0.2%
CJK Compat Ideographs	4	< 0.1%
Punctuation	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	13889	21.2%
?	5977	9.1%
	5265	8.0%
e	3693	5.6%
o	3250	5.0%
a	3169	4.8%
n	3089	4.7%
i	2573	3.9%
t	2412	3.7%
r	2267	3.5%
Other values (64)	19980	30.5%

CJK

Value	Count	Frequency (%)
館	683	2.7%
首	594	2.4%
化	536	2.2%
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 (1147)	20220	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	191	3.3%
ガ	162	2.8%
ア	159	2.7%
レ	150	2.6%
イ	148	2.5%
Other values (69)	3039	51.7%

Hangul

Value	Count	Frequency (%)
서	416	3.2%
관	391	3.0%
울	333	2.6%
역	317	2.5%
문	313	2.4%
화	251	2.0%
대	247	1.9%
가	220	1.7%
사	220	1.7%
동	218	1.7%
Other values (554)	9901	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%
こ	19	4.0%
ど	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 (%)
·	95	40.3%
、	81	34.3%
，	28	11.9%
）	16	6.8%
（	16	6.8%

CJK Compat Ideographs

Value	Count	Frequency (%)
來	2	50.0%
金	1	25.0%
李	1	25.0%

Punctuation

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

장애인편의시설
Text

MISSING

Distinct	157
Distinct (%)	71.4%
Missing	1733
Missing (%)	88.7%
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	111 ?
Unique (%)	50.5%

Sample

1st row	Accessible Pathways,Accessible Restrooms,Accessible Information Centers & Services(Wheelchair rentals, etc.),Elevators
2nd row	Accessible Restrooms,Accessible Pathways,Elevators,Accessible Information Centers & Services(Wheelchair rentals, etc.)
3rd row	Accessible Restrooms,Accessible Pathways
4th row	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),エレベ?タ?
5th row	Accessible Restrooms,Accessible Information Centers & Services(Wheelchair rentals, etc.)

Value	Count	Frequency (%)
accessible	41	6.0%
대여	33	4.9%
및	33	4.9%
전용	33	4.9%
안내(휠체어	33	4.9%
restrooms,accessible	31	4.6%
	28	4.1%
information	28	4.1%
rentals	28	4.1%
services(wheelchair	28	4.1%
Other values (141)	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%
Close Punctuation	152	1.5%
Open 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%
I	28	8.1%
C	28	8.1%
S	28	8.1%
W	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%

Close Punctuation

Value	Count	Frequency (%)
)	152	100.0%

Open 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%
道	72	3.5%
坡	72	3.5%
所	68	3.3%
租	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%
능	41	3.0%
접	41	3.0%
근	41	3.0%
가	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%
イ	36	4.9%
フ	36	4.9%
ト	36	4.9%
バ	36	4.9%
シ	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%
능	41	3.0%
접	41	3.0%
근	41	3.0%
가	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%
道	72	3.5%
坡	72	3.5%
所	68	3.3%
租	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%
イ	36	4.9%
フ	36	4.9%
ト	36	4.9%
バ	36	4.9%
シ	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	0.700
언어	0.052	1.000	0.000
팩스번호	0.700	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, Changsin-dong, modern history of Korea,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, WinterSonata, History, Jongno	<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,Myeongdong,MyeongdongStation, Manwha	<NA>
6	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>
7	45594	en	Site of Concubine Jang Huibin’s Well	https://english.visitseoul.net/attractions/2024-jangheebin/ENPcyd45f?utm_source=seoulopendata&utm_medium=attractions&utm_content=ENPcyd45f	서울 서대문구 연희동 120-21	03702 74 Yeonhui-ro 15-gil, Seodaemun-gu, Seoul	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	A 30-minute walk from Subway Line 2, Hongik University Station, Exit 3	JoseonDynasty, Palace,Yeonhui-dong, KoreanHistory	<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
1943	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>
1944	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>
1945	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>
1946	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>
1947	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>
1948	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>
1949	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>
1950	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>
1951	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>
1952	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

Box Drawing

CJK Compat Ideographs

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

Cyrillic

Hiragana

Most occurring blocks

Most frequent character per block

ASCII

CJK

Hangul

Katakana

None

Cyrillic

Punctuation

Hiragana

Box Drawing

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter