gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	10000
Missing cells	22261
Missing cells (%)	15.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	121.0 B

Variable types

Unsupported	1
Categorical	3
Text	10

Dataset

Description	본 디렉토리는 해외진출기업 전수를 수록한 것이 아니며, 정보제공에 동의 의사를 표하는 기업에 한해 수록된 자료입니다. 조사시점은 2022년 7~9월이나, 기업의 요청에 따른 추가 등재 및 철수 후 삭제를 반영하고 있습니다.
URL	https://www.data.go.kr/data/15085722/fileData.do

Alerts

`Unnamed: 0` has 10000 (100.0%) missing values	Missing
`기업명(중문)` has 8002 (80.0%) missing values	Missing
`모기업명` has 4258 (42.6%) missing values	Missing
`Unnamed: 0` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-12-12 09:23:09.540217
Analysis finished	2023-12-12 09:23:13.413139
Duration	3.87 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Unnamed: 0
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

지역
Categorical

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

동남아대양주	5065
중국 (홍콩, 대만 포함)	1998
유럽	712
북미	627
일본	394
Other values (5)	1204

Length

Max length	14
Median length	6
Mean length	6.5261
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	동남아대양주
2nd row	동남아대양주
3rd row	동남아대양주
4th row	동남아대양주
5th row	중국 (홍콩, 대만 포함)

Common Values

Value	Count	Frequency (%)
동남아대양주	5065	50.6%
중국 (홍콩, 대만 포함)	1998	20.0%
유럽	712	7.1%
북미	627	6.3%
일본	394	3.9%
서남아	385	3.9%
CIS	290	2.9%
중남미	240	2.4%
중동	234	2.3%
아프리카	55	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
동남아대양주	5065	31.7%
중국	1998	12.5%
홍콩	1998	12.5%
대만	1998	12.5%
포함	1998	12.5%
유럽	712	4.5%
북미	627	3.9%
일본	394	2.5%
서남아	385	2.4%
cis	290	1.8%
Other values (3)	529	3.3%

진출국가
Text

Distinct	85
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	8
Median length	7
Mean length	2.9612
Min length	2

Characters and Unicode

Total characters	29612
Distinct characters	122
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	베트남
2nd row	베트남
3rd row	베트남
4th row	필리핀
5th row	중국

Value	Count	Frequency (%)
베트남	3174	31.7%
중국	1833	18.3%
인도네시아	886	8.9%
미국	598	6.0%
일본	394	3.9%
태국	310	3.1%
인도	245	2.5%
말레이시아	176	1.8%
필리핀	153	1.5%
러시아	139	1.4%
Other values (75)	2092	20.9%

Most occurring characters

Value	Count	Frequency (%)
트	3296	11.1%
베	3237	10.9%
남	3190	10.8%
국	2845	9.6%
중	1833	6.2%
아	1548	5.2%
시	1384	4.7%
인	1156	3.9%
도	1142	3.9%
네	927	3.1%
Other values (112)	9054	30.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	29612	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
트	3296	11.1%
베	3237	10.9%
남	3190	10.8%
국	2845	9.6%
중	1833	6.2%
아	1548	5.2%
시	1384	4.7%
인	1156	3.9%
도	1142	3.9%
네	927	3.1%
Other values (112)	9054	30.6%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	29612	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
트	3296	11.1%
베	3237	10.9%
남	3190	10.8%
국	2845	9.6%
중	1833	6.2%
아	1548	5.2%
시	1384	4.7%
인	1156	3.9%
도	1142	3.9%
네	927	3.1%
Other values (112)	9054	30.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	29612	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
트	3296	11.1%
베	3237	10.9%
남	3190	10.8%
국	2845	9.6%
중	1833	6.2%
아	1548	5.2%
시	1384	4.7%
인	1156	3.9%
도	1142	3.9%
네	927	3.1%
Other values (112)	9054	30.6%

관할무역관
Text

Distinct	123
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	8
Median length	3
Mean length	3.2467
Min length	1

Characters and Unicode

Total characters	32467
Distinct characters	166
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	호치민
2nd row	호치민
3rd row	하노이
4th row	마닐라
5th row	베이징

Value	Count	Frequency (%)
호치민	1928	19.3%
하노이	1200	12.0%
자카르타	879	8.8%
상하이	554	5.5%
방콕	310	3.1%
베이징	310	3.1%
도쿄	310	3.1%
칭다오	303	3.0%
쿠알라룸푸르	176	1.8%
톈진	166	1.7%
Other values (113)	3864	38.6%

Most occurring characters

Value	Count	Frequency (%)
이	2593	8.0%
치	1950	6.0%
민	1932	6.0%
호	1928	5.9%
하	1817	5.6%
르	1584	4.9%
노	1226	3.8%
카	1168	3.6%
타	1074	3.3%
자	884	2.7%
Other values (156)	16311	50.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	32467	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	2593	8.0%
치	1950	6.0%
민	1932	6.0%
호	1928	5.9%
하	1817	5.6%
르	1584	4.9%
노	1226	3.8%
카	1168	3.6%
타	1074	3.3%
자	884	2.7%
Other values (156)	16311	50.2%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	32467	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	2593	8.0%
치	1950	6.0%
민	1932	6.0%
호	1928	5.9%
하	1817	5.6%
르	1584	4.9%
노	1226	3.8%
카	1168	3.6%
타	1074	3.3%
자	884	2.7%
Other values (156)	16311	50.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	32467	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	2593	8.0%
치	1950	6.0%
민	1932	6.0%
호	1928	5.9%
하	1817	5.6%
르	1584	4.9%
노	1226	3.8%
카	1168	3.6%
타	1074	3.3%
자	884	2.7%
Other values (156)	16311	50.2%

기업명(국문)
Text

Distinct	9589
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	55
Median length	40
Mean length	8.8542
Min length	1

Characters and Unicode

Total characters	88542
Distinct characters	933
Distinct categories	12 ?
Distinct scripts	5 ?
Distinct blocks	7 ?

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

Unique

Unique	9358 ?
Unique (%)	93.6%

Sample

1st row	현대 씨앤에스
2nd row	이멕스 솔루션
3rd row	베트남 환경 법인
4th row	파롤라 마리타임
5th row	길태영성(북경)과기개발유한공사

Value	Count	Frequency (%)
비나	398	2.4%
베트남	380	2.3%
법인	225	1.4%
주식회사	172	1.0%
인도네시아	120	0.7%
폴란드	76	0.5%
글로벌	65	0.4%
아메리카	60	0.4%
지점	52	0.3%
인터내셔널	51	0.3%
Other values (10021)	14819	90.3%

Most occurring characters

Value	Count	Frequency (%)
	6417	7.2%
스	2669	3.0%
이	2653	3.0%
사	2597	2.9%
한	2394	2.7%
유	1912	2.2%
공	1685	1.9%
인	1651	1.9%
아	1438	1.6%
비	1364	1.5%
Other values (923)	63762	72.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	74800	84.5%
Space Separator	6417	7.2%
Uppercase Letter	3533	4.0%
Close Punctuation	1124	1.3%
Open Punctuation	1124	1.3%
Lowercase Letter	993	1.1%
Other Punctuation	254	0.3%
Other Symbol	122	0.1%
Decimal Number	78	0.1%
Dash Punctuation	60	0.1%
Other values (2)	37	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
스	2669	3.6%
이	2653	3.5%
사	2597	3.5%
한	2394	3.2%
유	1912	2.6%
공	1685	2.3%
인	1651	2.2%
아	1438	1.9%
비	1364	1.8%
트	1236	1.7%
Other values (843)	55201	73.8%

Uppercase Letter

Value	Count	Frequency (%)
S	364	10.3%
C	288	8.2%
L	270	7.6%
A	260	7.4%
T	214	6.1%
G	205	5.8%
K	199	5.6%
N	190	5.4%
I	187	5.3%
E	186	5.3%
Other values (21)	1170	33.1%

Lowercase Letter

Value	Count	Frequency (%)
a	113	11.4%
n	99	10.0%
i	89	9.0%
o	83	8.4%
t	79	8.0%
e	78	7.9%
r	67	6.7%
l	48	4.8%
d	45	4.5%
s	45	4.5%
Other values (14)	247	24.9%

Decimal Number

Value	Count	Frequency (%)
1	23	29.5%
2	15	19.2%
4	15	19.2%
3	9	11.5%
0	5	6.4%
9	3	3.8%
6	3	3.8%
5	3	3.8%
7	1	1.3%
8	1	1.3%

Other Punctuation

Value	Count	Frequency (%)
.	104	40.9%
&	85	33.5%
/	36	14.2%
,	25	9.8%
·	2	0.8%
:	2	0.8%

Other Symbol

Value	Count	Frequency (%)
㈜	121	99.2%
℃	1	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	58	96.7%
–	2	3.3%

Space Separator

Value	Count	Frequency (%)
	6417	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1124	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1124	100.0%

Control

Value	Count	Frequency (%)
	35	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	74918	84.6%
Common	9095	10.3%
Latin	4517	5.1%
Cyrillic	9	< 0.1%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
스	2669	3.6%
이	2653	3.5%
사	2597	3.5%
한	2394	3.2%
유	1912	2.6%
공	1685	2.2%
인	1651	2.2%
아	1438	1.9%
비	1364	1.8%
트	1236	1.6%
Other values (841)	55319	73.8%

Latin

Value	Count	Frequency (%)
S	364	8.1%
C	288	6.4%
L	270	6.0%
A	260	5.8%
T	214	4.7%
G	205	4.5%
K	199	4.4%
N	190	4.2%
I	187	4.1%
E	186	4.1%
Other values (40)	2154	47.7%

Common

Value	Count	Frequency (%)
	6417	70.6%
)	1124	12.4%
(	1124	12.4%
.	104	1.1%
&	85	0.9%
-	58	0.6%
/	36	0.4%
	35	0.4%
,	25	0.3%
1	23	0.3%
Other values (14)	64	0.7%

Cyrillic

Value	Count	Frequency (%)
О	3	33.3%
С	2	22.2%
Н	2	22.2%
Ф	1	11.1%
Г	1	11.1%

Han

Value	Count	Frequency (%)
上	1	33.3%
海	1	33.3%
舊	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	74797	84.5%
ASCII	13607	15.4%
None	123	0.1%
Cyrillic	9	< 0.1%
CJK	3	< 0.1%
Punctuation	2	< 0.1%
Letterlike Symbols	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6417	47.2%
)	1124	8.3%
(	1124	8.3%
S	364	2.7%
C	288	2.1%
L	270	2.0%
A	260	1.9%
T	214	1.6%
G	205	1.5%
K	199	1.5%
Other values (61)	3142	23.1%

Hangul

Value	Count	Frequency (%)
스	2669	3.6%
이	2653	3.5%
사	2597	3.5%
한	2394	3.2%
유	1912	2.6%
공	1685	2.3%
인	1651	2.2%
아	1438	1.9%
비	1364	1.8%
트	1236	1.7%
Other values (840)	55198	73.8%

None

Value	Count	Frequency (%)
㈜	121	98.4%
·	2	1.6%

Cyrillic

Value	Count	Frequency (%)
О	3	33.3%
С	2	22.2%
Н	2	22.2%
Ф	1	11.1%
Г	1	11.1%

Punctuation

Value	Count	Frequency (%)
–	2	100.0%

CJK

Value	Count	Frequency (%)
上	1	33.3%
海	1	33.3%
舊	1	33.3%

Letterlike Symbols

Value	Count	Frequency (%)
℃	1	100.0%

기업명(영문)
Text

Distinct	9676
Distinct (%)	96.8%
Missing	1
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	98
Median length	67
Mean length	25.277728
Min length	2

Characters and Unicode

Total characters	252752
Distinct characters	129
Distinct categories	16 ?
Distinct scripts	4 ?
Distinct blocks	9 ?

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

Unique

Unique	9452 ?
Unique (%)	94.5%

Sample

1st row	HYUNDAI CNS CO., LTD.
2nd row	EMAX SOLUTIONS CO., LTD.
3rd row	VIETNAM ENDI. JSC CO
4th row	PAROLA MARITIME AGENCY CORPORATION
5th row	G-TECH INTERNATIONAL CO., LTD.

Value	Count	Frequency (%)
ltd	4215	10.6%
co	3774	9.5%
vina	1002	2.5%
vietnam	553	1.4%
inc	433	1.1%
	400	1.0%
office	327	0.8%
korea	304	0.8%
indonesia	291	0.7%
international	290	0.7%
Other values (8110)	28208	70.9%

Most occurring characters

Value	Count	Frequency (%)
	29791	11.8%
N	19927	7.9%
A	19333	7.6%
I	17723	7.0%
O	17314	6.9%
E	15365	6.1%
T	15127	6.0%
C	12802	5.1%
L	11193	4.4%
S	10427	4.1%
Other values (119)	83750	33.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	205304	81.2%
Space Separator	29794	11.8%
Other Punctuation	15116	6.0%
Open Punctuation	860	0.3%
Close Punctuation	856	0.3%
Dash Punctuation	411	0.2%
Lowercase Letter	185	0.1%
Decimal Number	184	0.1%
Other Letter	22	< 0.1%
Final Punctuation	7	< 0.1%
Other values (6)	13	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	19927	9.7%
A	19333	9.4%
I	17723	8.6%
O	17314	8.4%
E	15365	7.5%
T	15127	7.4%
C	12802	6.2%
L	11193	5.5%
S	10427	5.1%
D	9614	4.7%
Other values (36)	56479	27.5%

Lowercase Letter

Value	Count	Frequency (%)
a	25	13.5%
i	22	11.9%
o	19	10.3%
n	18	9.7%
h	17	9.2%
e	16	8.6%
t	15	8.1%
g	13	7.0%
r	9	4.9%
d	7	3.8%
Other values (11)	24	13.0%

Other Letter

Value	Count	Frequency (%)
음	2	9.1%
없	2	9.1%
터	1	4.5%
센	1	4.5%
협	1	4.5%
아	1	4.5%
우	1	4.5%
토	1	4.5%
렘	1	4.5%
솔	1	4.5%
Other values (10)	10	45.5%

Other Punctuation

Value	Count	Frequency (%)
.	10393	68.8%
,	3900	25.8%
&	618	4.1%
/	94	0.6%
'	65	0.4%
"	18	0.1%
?	16	0.1%
:	3	< 0.1%
·	2	< 0.1%
＆	2	< 0.1%
Other values (4)	5	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	55	29.9%
2	48	26.1%
4	23	12.5%
3	18	9.8%
9	10	5.4%
0	9	4.9%
7	6	3.3%
5	6	3.3%
8	5	2.7%
6	4	2.2%

Open Punctuation

Value	Count	Frequency (%)
(	857	99.7%
[	2	0.2%
（	1	0.1%

Space Separator

Value	Count	Frequency (%)
	29791	> 99.9%
	3	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	854	99.8%
]	2	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	407	99.0%
–	4	1.0%

Control

Value	Count	Frequency (%)
	4	80.0%
	1	20.0%

Math Symbol

Value	Count	Frequency (%)
+	1	50.0%
>	1	50.0%

Final Punctuation

Value	Count	Frequency (%)
’	7	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Nonspacing Mark

Value	Count	Frequency (%)
̀	1	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	1	100.0%

Other Symbol

Value	Count	Frequency (%)
℃	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	205489	81.3%
Common	47240	18.7%
Hangul	22	< 0.1%
Inherited	1	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	19927	9.7%
A	19333	9.4%
I	17723	8.6%
O	17314	8.4%
E	15365	7.5%
T	15127	7.4%
C	12802	6.2%
L	11193	5.4%
S	10427	5.1%
D	9614	4.7%
Other values (57)	56664	27.6%

Common

Value	Count	Frequency (%)
	29791	63.1%
.	10393	22.0%
,	3900	8.3%
(	857	1.8%
)	854	1.8%
&	618	1.3%
-	407	0.9%
/	94	0.2%
'	65	0.1%
1	55	0.1%
Other values (31)	206	0.4%

Hangul

Value	Count	Frequency (%)
음	2	9.1%
없	2	9.1%
터	1	4.5%
센	1	4.5%
협	1	4.5%
아	1	4.5%
우	1	4.5%
토	1	4.5%
렘	1	4.5%
솔	1	4.5%
Other values (10)	10	45.5%

Inherited

Value	Count	Frequency (%)
̀	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252655	> 99.9%
None	39	< 0.1%
Hangul	21	< 0.1%
Latin Ext Additional	20	< 0.1%
Punctuation	12	< 0.1%
Katakana	2	< 0.1%
Diacriticals	1	< 0.1%
Compat Jamo	1	< 0.1%
Letterlike Symbols	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	29791	11.8%
N	19927	7.9%
A	19333	7.7%
I	17723	7.0%
O	17314	6.9%
E	15365	6.1%
T	15127	6.0%
C	12802	5.1%
L	11193	4.4%
S	10427	4.1%
Other values (69)	83653	33.1%

None

Value	Count	Frequency (%)
Ô	9	23.1%
À	4	10.3%
Ñ	4	10.3%
É	4	10.3%
Đ	4	10.3%
	3	7.7%
·	2	5.1%
＆	2	5.1%
Í	2	5.1%
Á	2	5.1%
Other values (3)	3	7.7%

Punctuation

Value	Count	Frequency (%)
’	7	58.3%
–	4	33.3%
•	1	8.3%

Latin Ext Additional

Value	Count	Frequency (%)
Ạ	4	20.0%
Ổ	3	15.0%
Ộ	3	15.0%
Ố	3	15.0%
Ặ	1	5.0%
Ấ	1	5.0%
Ậ	1	5.0%
Ồ	1	5.0%
Ử	1	5.0%
Ự	1	5.0%

Katakana

Value	Count	Frequency (%)
・	2	100.0%

Hangul

Value	Count	Frequency (%)
음	2	9.5%
없	2	9.5%
터	1	4.8%
센	1	4.8%
협	1	4.8%
아	1	4.8%
우	1	4.8%
토	1	4.8%
렘	1	4.8%
솔	1	4.8%
Other values (9)	9	42.9%

Diacriticals

Value	Count	Frequency (%)
̀	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	1	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
℃	1	100.0%

기업명(중문)
Text

MISSING

Distinct	1912
Distinct (%)	95.7%
Missing	8002
Missing (%)	80.0%
Memory size	156.2 KiB

Length

Max length	27
Median length	21
Mean length	12.363864
Min length	1

Characters and Unicode

Total characters	24703
Distinct characters	1372
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	1866 ?
Unique (%)	93.4%

Sample

1st row	吉泰永盛（北京）科技开发有限公司
2nd row	上海洪斗贸易有限公司
3rd row	太平洋金属（天津）有限公司
4th row	威海成进皮革制品有限公司
5th row	考力亚房地产经纪(上海)有限公司闵行分公司

Value	Count	Frequency (%)
	37	1.9%
上海三立汇众汽车零部件有限公司	4	0.2%
沈阳鲜明建材有限公司	3	0.2%
上海会明精密化学有限公司	3	0.2%
沈阳大熊科技有限公司	3	0.2%
沈阳太河家具有限公司	2	0.1%
上海珂同实业有限公司	2	0.1%
蔻思耐思(上海)化妆品有限公司	2	0.1%
沈阳大一布艺有限公司	2	0.1%
沈阳先景服装有限公司	2	0.1%
Other values (1902)	1938	97.0%

Most occurring characters

Value	Count	Frequency (%)
公	1927	7.8%
司	1913	7.7%
有	1797	7.3%
限	1788	7.2%
海	555	2.2%
(	495	2.0%
)	494	2.0%
上	488	2.0%
国	279	1.1%
韩	269	1.1%
Other values (1362)	14698	59.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	23284	94.3%
Open Punctuation	647	2.6%
Close Punctuation	647	2.6%
Uppercase Letter	58	0.2%
Other Punctuation	40	0.2%
Lowercase Letter	18	0.1%
Decimal Number	7	< 0.1%
Connector Punctuation	1	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
公	1927	8.3%
司	1913	8.2%
有	1797	7.7%
限	1788	7.7%
海	555	2.4%
上	488	2.1%
国	279	1.2%
韩	269	1.2%
贸	256	1.1%
北	253	1.1%
Other values (1320)	13759	59.1%

Uppercase Letter

Value	Count	Frequency (%)
G	8	13.8%
D	7	12.1%
L	7	12.1%
C	7	12.1%
K	6	10.3%
S	4	6.9%
N	3	5.2%
A	3	5.2%
H	2	3.4%
E	2	3.4%
Other values (8)	9	15.5%

Lowercase Letter

Value	Count	Frequency (%)
k	3	16.7%
a	2	11.1%
m	2	11.1%
p	2	11.1%
s	2	11.1%
n	2	11.1%
o	1	5.6%
t	1	5.6%
e	1	5.6%
i	1	5.6%

Decimal Number

Value	Count	Frequency (%)
1	3	42.9%
0	2	28.6%
3	1	14.3%
5	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
.	37	92.5%
;	2	5.0%
&	1	2.5%

Open Punctuation

Value	Count	Frequency (%)
(	495	76.5%
（	152	23.5%

Close Punctuation

Value	Count	Frequency (%)
)	494	76.4%
）	153	23.6%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Han	23284	94.3%
Common	1343	5.4%
Latin	76	0.3%

Most frequent character per script

Han

Value	Count	Frequency (%)
公	1927	8.3%
司	1913	8.2%
有	1797	7.7%
限	1788	7.7%
海	555	2.4%
上	488	2.1%
国	279	1.2%
韩	269	1.2%
贸	256	1.1%
北	253	1.1%
Other values (1320)	13759	59.1%

Latin

Value	Count	Frequency (%)
G	8	10.5%
D	7	9.2%
L	7	9.2%
C	7	9.2%
K	6	7.9%
S	4	5.3%
k	3	3.9%
N	3	3.9%
A	3	3.9%
H	2	2.6%
Other values (19)	26	34.2%

Common

Value	Count	Frequency (%)
(	495	36.9%
)	494	36.8%
）	153	11.4%
（	152	11.3%
.	37	2.8%
1	3	0.2%
0	2	0.1%
;	2	0.1%
_	1	0.1%
&	1	0.1%
Other values (3)	3	0.2%

Most occurring blocks

Value	Count	Frequency (%)
CJK	23277	94.2%
ASCII	1113	4.5%
None	306	1.2%
CJK Compat Ideographs	7	< 0.1%

Most frequent character per block

CJK

Value	Count	Frequency (%)
公	1927	8.3%
司	1913	8.2%
有	1797	7.7%
限	1788	7.7%
海	555	2.4%
上	488	2.1%
国	279	1.2%
韩	269	1.2%
贸	256	1.1%
北	253	1.1%
Other values (1316)	13752	59.1%

ASCII

Value	Count	Frequency (%)
(	495	44.5%
)	494	44.4%
.	37	3.3%
G	8	0.7%
D	7	0.6%
L	7	0.6%
C	7	0.6%
K	6	0.5%
S	4	0.4%
k	3	0.3%
Other values (29)	45	4.0%

None

Value	Count	Frequency (%)
）	153	50.0%
（	152	49.7%
	1	0.3%

CJK Compat Ideographs

Value	Count	Frequency (%)
金	4	57.1%
蘭	1	14.3%
利	1	14.3%
林	1	14.3%

주소
Text

Distinct	9768
Distinct (%)	97.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	203
Median length	141
Mean length	65.5935
Min length	1

Characters and Unicode

Total characters	655935
Distinct characters	1095
Distinct categories	21 ?
Distinct scripts	8 ?
Distinct blocks	14 ?

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

Unique

Unique	9610 ?
Unique (%)	96.1%

Sample

1st row	7TH FL., AGRTEX BLD, 58 VO VAN TAN ST., VO THI SAU WARD, DIST. 3, HCMC
2nd row	1212B, 12FL., DIAMOND PLAZA, 34 LE DUAN ST., DIST. 1, HCMC
3rd row	PHO DAU, TAN QUANG, VAN LAM HUNG YEN, VIETNAM
4th row	PAROLA HOUSE, 1582 COPERNICO STREET, BARANGAY SAN ISIDRO, PAROLA HOUSE
5th row	1003, SOUTH DISTRICT, 9F, 122ND FLOOR, NANHU DONGYUAN, CHAOYANG DISTRICT, BEIJING

Value	Count	Frequency (%)
vietnam	1680	1.6%
road	1637	1.5%
district	1229	1.1%
dist	1209	1.1%
ward	1152	1.1%
city	1037	1.0%
china	935	0.9%
no	935	0.9%
1	909	0.8%
indonesia	874	0.8%
Other values (18044)	96232	89.2%

Most occurring characters

Value	Count	Frequency (%)
	98543	15.0%
A	52907	8.1%
N	47722	7.3%
I	37587	5.7%
,	35166	5.4%
O	30713	4.7%
T	29955	4.6%
E	26935	4.1%
H	24115	3.7%
R	22856	3.5%
Other values (1085)	249436	38.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	452824	69.0%
Space Separator	98571	15.0%
Decimal Number	46616	7.1%
Other Punctuation	45140	6.9%
Other Letter	8444	1.3%
Dash Punctuation	3408	0.5%
Open Punctuation	356	0.1%
Close Punctuation	355	0.1%
Math Symbol	58	< 0.1%
Connector Punctuation	45	< 0.1%
Other values (11)	118	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
区	516	6.1%
号	403	4.8%
市	389	4.6%
路	337	4.0%
东	186	2.2%
海	176	2.1%
上	163	1.9%
省	142	1.7%
广	141	1.7%
室	129	1.5%
Other values (867)	5862	69.4%

Uppercase Letter

Value	Count	Frequency (%)
A	52907	11.7%
N	47722	10.5%
I	37587	8.3%
O	30713	6.8%
T	29955	6.6%
E	26935	5.9%
H	24115	5.3%
R	22856	5.0%
D	18001	4.0%
S	17991	4.0%
Other values (128)	144042	31.8%

Decimal Number

Value	Count	Frequency (%)
1	10500	22.5%
0	6981	15.0%
2	6707	14.4%
3	4535	9.7%
5	3885	8.3%
4	3370	7.2%
6	2859	6.1%
7	2814	6.0%
8	2683	5.8%
9	2268	4.9%
Other values (8)	14	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
,	35166	77.9%
.	8758	19.4%
#	453	1.0%
;	164	0.4%
'	157	0.3%
?	153	0.3%
&	138	0.3%
:	102	0.2%
、	13	< 0.1%
，	10	< 0.1%
Other values (5)	26	0.1%

Nonspacing Mark

Value	Count	Frequency (%)
ี	12	41.4%
́	6	20.7%
์	2	6.9%
ั	2	6.9%
̣	2	6.9%
ิ	2	6.9%
̃	1	3.4%
้	1	3.4%
็	1	3.4%

Math Symbol

Value	Count	Frequency (%)
~	27	46.6%
\|	8	13.8%
−	7	12.1%
<	7	12.1%
>	6	10.3%
｜	2	3.4%
+	1	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	3371	98.9%
–	34	1.0%
‐	2	0.1%
－	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	98543	> 99.9%
	26	< 0.1%
	2	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	343	96.3%
（	12	3.4%
【	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	342	96.3%
）	12	3.4%
】	1	0.3%

Letter Number

Value	Count	Frequency (%)
Ⅱ	6	75.0%
Ⅰ	1	12.5%
Ⅶ	1	12.5%

Control

Value	Count	Frequency (%)
	29	80.6%
	7	19.4%

Final Punctuation

Value	Count	Frequency (%)
’	11	84.6%
”	2	15.4%

Lowercase Letter

Value	Count	Frequency (%)
ß	9	90.0%
x	1	10.0%

Format

Value	Count	Frequency (%)
	6	85.7%
‍	1	14.3%

Initial Punctuation

Value	Count	Frequency (%)
“	2	66.7%
‘	1	33.3%

Connector Punctuation

Value	Count	Frequency (%)
_	45	100.0%

Other Symbol

Value	Count	Frequency (%)
°	8	100.0%

Modifier Letter

Value	Count	Frequency (%)
ー	2	100.0%

Other Number

Value	Count	Frequency (%)
½	1	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	452143	68.9%
Common	194619	29.7%
Han	7856	1.2%
Cyrillic	704	0.1%
Hangul	484	0.1%
Thai	93	< 0.1%
Katakana	26	< 0.1%
Inherited	10	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
区	516	6.6%
号	403	5.1%
市	389	5.0%
路	337	4.3%
东	186	2.4%
海	176	2.2%
上	163	2.1%
省	142	1.8%
广	141	1.8%
室	129	1.6%
Other values (670)	5274	67.1%

Hangul

Value	Count	Frequency (%)
구	25	5.2%
시	19	3.9%
바	14	2.9%
진	12	2.5%
르	11	2.3%
호	11	2.3%
로	9	1.9%
남	9	1.9%
타	9	1.9%
리	8	1.7%
Other values (149)	357	73.8%

Latin

Value	Count	Frequency (%)
A	52907	11.7%
N	47722	10.6%
I	37587	8.3%
O	30713	6.8%
T	29955	6.6%
E	26935	6.0%
H	24115	5.3%
R	22856	5.1%
D	18001	4.0%
S	17991	4.0%
Other values (103)	143361	31.7%

Common

Value	Count	Frequency (%)
	98543	50.6%
,	35166	18.1%
1	10500	5.4%
.	8758	4.5%
0	6981	3.6%
2	6707	3.4%
3	4535	2.3%
5	3885	2.0%
-	3371	1.7%
4	3370	1.7%
Other values (55)	12803	6.6%

Cyrillic

Value	Count	Frequency (%)
О	82	11.6%
А	62	8.8%
С	60	8.5%
Р	46	6.5%
К	46	6.5%
Е	41	5.8%
Н	38	5.4%
Л	36	5.1%
И	34	4.8%
Т	30	4.3%
Other values (21)	229	32.5%

Thai

Value	Count	Frequency (%)
ี	12	12.9%
เ	11	11.8%
อ	10	10.8%
ซ	7	7.5%
บ	6	6.5%
ร	4	4.3%
ว	4	4.3%
น	4	4.3%
ท	3	3.2%
แ	3	3.2%
Other values (19)	29	31.2%

Katakana

Value	Count	Frequency (%)
ン	4	15.4%
ビ	4	15.4%
ル	4	15.4%
ア	2	7.7%
セ	2	7.7%
タ	2	7.7%
ト	1	3.8%
ダ	1	3.8%
バ	1	3.8%
ス	1	3.8%
Other values (4)	4	15.4%

Inherited

Value	Count	Frequency (%)
́	6	60.0%
̣	2	20.0%
̃	1	10.0%
‍	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	641703	97.8%
CJK	7856	1.2%
None	2678	0.4%
Latin Ext Additional	2300	0.4%
Cyrillic	704	0.1%
Hangul	482	0.1%
Thai	93	< 0.1%
Punctuation	59	< 0.1%
Katakana	28	< 0.1%
Diacriticals	9	< 0.1%
Other values (4)	23	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	98543	15.4%
A	52907	8.2%
N	47722	7.4%
I	37587	5.9%
,	35166	5.5%
O	30713	4.8%
T	29955	4.7%
E	26935	4.2%
H	24115	3.8%
R	22856	3.6%
Other values (50)	235204	36.7%

CJK

Value	Count	Frequency (%)
区	516	6.6%
号	403	5.1%
市	389	5.0%
路	337	4.3%
东	186	2.4%
海	176	2.2%
上	163	2.1%
省	142	1.8%
广	141	1.8%
室	129	1.6%
Other values (670)	5274	67.1%

None

Value	Count	Frequency (%)
Ư	435	16.2%
À	372	13.9%
Đ	354	13.2%
Í	204	7.6%
Ô	139	5.2%
Ì	131	4.9%
Â	120	4.5%
Á	106	4.0%
Ơ	102	3.8%
Ú	79	2.9%
Other values (58)	636	23.7%

Latin Ext Additional

Value	Count	Frequency (%)
Ố	390	17.0%
Ờ	309	13.4%
Ệ	305	13.3%
Ồ	227	9.9%
Ậ	173	7.5%
Ầ	89	3.9%
Ạ	84	3.7%
Ỉ	69	3.0%
Ị	66	2.9%
Ứ	58	2.5%
Other values (27)	530	23.0%

Cyrillic

Value	Count	Frequency (%)
О	82	11.6%
А	62	8.8%
С	60	8.5%
Р	46	6.5%
К	46	6.5%
Е	41	5.8%
Н	38	5.4%
Л	36	5.1%
И	34	4.8%
Т	30	4.3%
Other values (21)	229	32.5%

Punctuation

Value	Count	Frequency (%)
–	34	57.6%
’	11	18.6%
	6	10.2%
‐	2	3.4%
”	2	3.4%
“	2	3.4%
‍	1	1.7%
‘	1	1.7%

Hangul

Value	Count	Frequency (%)
구	25	5.2%
시	19	3.9%
바	14	2.9%
진	12	2.5%
르	11	2.3%
호	11	2.3%
로	9	1.9%
남	9	1.9%
타	9	1.9%
리	8	1.7%
Other values (148)	355	73.7%

Thai

Value	Count	Frequency (%)
ี	12	12.9%
เ	11	11.8%
อ	10	10.8%
ซ	7	7.5%
บ	6	6.5%
ร	4	4.3%
ว	4	4.3%
น	4	4.3%
ท	3	3.2%
แ	3	3.2%
Other values (19)	29	31.2%

Math Operators

Value	Count	Frequency (%)
−	7	100.0%

Arabic

Value	Count	Frequency (%)
،	6	100.0%

Diacriticals

Value	Count	Frequency (%)
́	6	66.7%
̣	2	22.2%
̃	1	11.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	6	75.0%
Ⅰ	1	12.5%
Ⅶ	1	12.5%

Katakana

Value	Count	Frequency (%)
ン	4	14.3%
ビ	4	14.3%
ル	4	14.3%
ア	2	7.1%
セ	2	7.1%
ー	2	7.1%
タ	2	7.1%
ト	1	3.6%
ダ	1	3.6%
バ	1	3.6%
Other values (5)	5	17.9%

Compat Jamo

Value	Count	Frequency (%)
ㅡ	2	100.0%

우편번호
Text

Distinct	3018
Distinct (%)	30.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	21
Median length	16
Mean length	5.4319
Min length	1

Characters and Unicode

Total characters	54319
Distinct characters	65
Distinct categories	8 ?
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	2046 ?
Unique (%)	20.5%

Sample

1st row	700000
2nd row	700000
3rd row	17000
4th row	1234
5th row	100102

Value	Count	Frequency (%)
700000	1866	18.3%
10000	431	4.2%
	283	2.8%
16000	158	1.6%
201103	113	1.1%
100000	88	0.9%
15710	79	0.8%
116000	76	0.7%
200000	75	0.7%
100102	62	0.6%
Other values (3098)	6959	68.3%

Most occurring characters

Value	Count	Frequency (%)
0	24353	44.8%
1	8324	15.3%
2	4096	7.5%
7	3493	6.4%
3	2691	5.0%
5	2616	4.8%
6	2477	4.6%
4	2293	4.2%
8	1335	2.5%
9	1236	2.3%
Other values (55)	1405	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	52914	97.4%
Uppercase Letter	555	1.0%
Dash Punctuation	304	0.6%
Other Punctuation	296	0.5%
Space Separator	193	0.4%
Lowercase Letter	55	0.1%
Math Symbol	1	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	39	7.0%
T	35	6.3%
C	32	5.8%
W	30	5.4%
A	29	5.2%
H	29	5.2%
N	29	5.2%
B	27	4.9%
P	27	4.9%
R	26	4.7%
Other values (17)	252	45.4%

Lowercase Letter

Value	Count	Frequency (%)
a	5	9.1%
o	5	9.1%
b	5	9.1%
i	5	9.1%
n	4	7.3%
h	3	5.5%
c	3	5.5%
t	3	5.5%
y	3	5.5%
e	3	5.5%
Other values (11)	16	29.1%

Decimal Number

Value	Count	Frequency (%)
0	24353	46.0%
1	8324	15.7%
2	4096	7.7%
7	3493	6.6%
3	2691	5.1%
5	2616	4.9%
6	2477	4.7%
4	2293	4.3%
8	1335	2.5%
9	1236	2.3%

Other Punctuation

Value	Count	Frequency (%)
.	291	98.3%
/	4	1.4%
:	1	0.3%

Dash Punctuation

Value	Count	Frequency (%)
-	304	100.0%

Space Separator

Value	Count	Frequency (%)
	193	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	53709	98.9%
Latin	608	1.1%
Cyrillic	2	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	39	6.4%
T	35	5.8%
C	32	5.3%
W	30	4.9%
A	29	4.8%
H	29	4.8%
N	29	4.8%
B	27	4.4%
P	27	4.4%
R	26	4.3%
Other values (37)	305	50.2%

Common

Value	Count	Frequency (%)
0	24353	45.3%
1	8324	15.5%
2	4096	7.6%
7	3493	6.5%
3	2691	5.0%
5	2616	4.9%
6	2477	4.6%
4	2293	4.3%
8	1335	2.5%
9	1236	2.3%
Other values (7)	795	1.5%

Cyrillic

Value	Count	Frequency (%)
Х	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	54317	> 99.9%
Cyrillic	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	24353	44.8%
1	8324	15.3%
2	4096	7.5%
7	3493	6.4%
3	2691	5.0%
5	2616	4.8%
6	2477	4.6%
4	2293	4.2%
8	1335	2.5%
9	1236	2.3%
Other values (54)	1403	2.6%

Cyrillic

Value	Count	Frequency (%)
Х	2	100.0%

진출형태
Text

Distinct	270
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	48
Median length	4
Mean length	5.1002
Min length	1

Characters and Unicode

Total characters	51002
Distinct characters	246
Distinct categories	9 ?
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	201 ?
Unique (%)	2.0%

Sample

1st row	서비스법인
2nd row	판매법인
3rd row	서비스법인
4th row	기타(Manpower Agency)
5th row	판매법인

Value	Count	Frequency (%)
생산법인	3956	35.2%
서비스법인	2674	23.8%
판매법인	1846	16.4%
해외지사	1379	12.3%
연락사무소	501	4.5%
기타	194	1.7%
	131	1.2%
기타(법인	69	0.6%
기타(현지법인	27	0.2%
기타(건설	16	0.1%
Other values (288)	452	4.0%

Most occurring characters

Value	Count	Frequency (%)
인	8645	17.0%
법	8639	16.9%
산	3963	7.8%
생	3958	7.8%
스	2698	5.3%
비	2696	5.3%
서	2685	5.3%
사	1946	3.8%
판	1848	3.6%
매	1848	3.6%
Other values (236)	12076	23.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	47343	92.8%
Space Separator	1261	2.5%
Other Punctuation	1250	2.5%
Open Punctuation	409	0.8%
Close Punctuation	409	0.8%
Lowercase Letter	241	0.5%
Uppercase Letter	85	0.2%
Dash Punctuation	3	< 0.1%
Decimal Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
인	8645	18.3%
법	8639	18.2%
산	3963	8.4%
생	3958	8.4%
스	2698	5.7%
비	2696	5.7%
서	2685	5.7%
사	1946	4.1%
판	1848	3.9%
매	1848	3.9%
Other values (187)	8417	17.8%

Lowercase Letter

Value	Count	Frequency (%)
e	33	13.7%
r	22	9.1%
a	22	9.1%
n	20	8.3%
c	19	7.9%
i	19	7.9%
t	18	7.5%
o	17	7.1%
p	12	5.0%
s	9	3.7%
Other values (11)	50	20.7%

Uppercase Letter

Value	Count	Frequency (%)
I	11	12.9%
R	8	9.4%
T	8	9.4%
A	7	8.2%
S	6	7.1%
M	6	7.1%
P	5	5.9%
C	5	5.9%
N	4	4.7%
E	4	4.7%
Other values (9)	21	24.7%

Other Punctuation

Value	Count	Frequency (%)
,	1079	86.3%
.	142	11.4%
/	24	1.9%
&	5	0.4%

Space Separator

Value	Count	Frequency (%)
	1261	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	409	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	409	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Decimal Number

Value	Count	Frequency (%)
3	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	47343	92.8%
Common	3333	6.5%
Latin	326	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
인	8645	18.3%
법	8639	18.2%
산	3963	8.4%
생	3958	8.4%
스	2698	5.7%
비	2696	5.7%
서	2685	5.7%
사	1946	4.1%
판	1848	3.9%
매	1848	3.9%
Other values (187)	8417	17.8%

Latin

Value	Count	Frequency (%)
e	33	10.1%
r	22	6.7%
a	22	6.7%
n	20	6.1%
c	19	5.8%
i	19	5.8%
t	18	5.5%
o	17	5.2%
p	12	3.7%
I	11	3.4%
Other values (30)	133	40.8%

Common

Value	Count	Frequency (%)
	1261	37.8%
,	1079	32.4%
(	409	12.3%
)	409	12.3%
.	142	4.3%
/	24	0.7%
&	5	0.2%
-	3	0.1%
3	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	47343	92.8%
ASCII	3659	7.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
인	8645	18.3%
법	8639	18.2%
산	3963	8.4%
생	3958	8.4%
스	2698	5.7%
비	2696	5.7%
서	2685	5.7%
사	1946	4.1%
판	1848	3.9%
매	1848	3.9%
Other values (187)	8417	17.8%

ASCII

Value	Count	Frequency (%)
	1261	34.5%
,	1079	29.5%
(	409	11.2%
)	409	11.2%
.	142	3.9%
e	33	0.9%
/	24	0.7%
r	22	0.6%
a	22	0.6%
n	20	0.5%
Other values (39)	238	6.5%

투자형태
Text

Distinct	61
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	9
Median length	4
Mean length	3.2799
Min length	1

Characters and Unicode

Total characters	32799
Distinct characters	24
Distinct categories	7 ?
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	34 ?
Unique (%)	0.3%

Sample

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

Value	Count	Frequency (%)
단독투자	6380	63.8%
	2682	26.8%
합작투자	491	4.9%
합자투자	219	2.2%
m&a	47	0.5%
합작투자(50	30	0.3%
합작투자(60	16	0.2%
합작투자(70	14	0.1%
합작투자(49	13	0.1%
합작투자(40	10	0.1%
Other values (49)	98	1.0%

Most occurring characters

Value	Count	Frequency (%)
자	7473	22.8%
투	7254	22.1%
단	6380	19.5%
독	6380	19.5%
.	2682	8.2%
합	874	2.7%
작	655	2.0%
(	181	0.6%
)	181	0.6%
%	181	0.6%
Other values (14)	558	1.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	29016	88.5%
Other Punctuation	2927	8.9%
Decimal Number	360	1.1%
Open Punctuation	181	0.6%
Close Punctuation	181	0.6%
Uppercase Letter	128	0.4%
Space Separator	6	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	99	27.5%
5	67	18.6%
9	51	14.2%
6	31	8.6%
4	26	7.2%
7	23	6.4%
1	23	6.4%
8	16	4.4%
2	16	4.4%
3	8	2.2%

Other Letter

Value	Count	Frequency (%)
자	7473	25.8%
투	7254	25.0%
단	6380	22.0%
독	6380	22.0%
합	874	3.0%
작	655	2.3%

Other Punctuation

Value	Count	Frequency (%)
.	2682	91.6%
%	181	6.2%
&	64	2.2%

Uppercase Letter

Value	Count	Frequency (%)
A	64	50.0%
M	64	50.0%

Open Punctuation

Value	Count	Frequency (%)
(	181	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	181	100.0%

Space Separator

Value	Count	Frequency (%)
	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	29016	88.5%
Common	3655	11.1%
Latin	128	0.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	2682	73.4%
(	181	5.0%
)	181	5.0%
%	181	5.0%
0	99	2.7%
5	67	1.8%
&	64	1.8%
9	51	1.4%
6	31	0.8%
4	26	0.7%
Other values (6)	92	2.5%

Hangul

Value	Count	Frequency (%)
자	7473	25.8%
투	7254	25.0%
단	6380	22.0%
독	6380	22.0%
합	874	3.0%
작	655	2.3%

Latin

Value	Count	Frequency (%)
A	64	50.0%
M	64	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	29016	88.5%
ASCII	3783	11.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
자	7473	25.8%
투	7254	25.0%
단	6380	22.0%
독	6380	22.0%
합	874	3.0%
작	655	2.3%

ASCII

Value	Count	Frequency (%)
.	2682	70.9%
(	181	4.8%
)	181	4.8%
%	181	4.8%
0	99	2.6%
5	67	1.8%
A	64	1.7%
&	64	1.7%
M	64	1.7%
9	51	1.3%
Other values (8)	149	3.9%

모기업명
Text

MISSING

Distinct	4005
Distinct (%)	69.7%
Missing	4258
Missing (%)	42.6%
Memory size	156.2 KiB

Length

Max length	69
Median length	51
Mean length	6.8371648
Min length	1

Characters and Unicode

Total characters	39259
Distinct characters	668
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	3428 ?
Unique (%)	59.7%

Sample

1st row	현대SNS
2nd row	지테크인터내셔날
3rd row	두산에너빌리티
4th row	JB금융그룹
5th row	한국의료기기공업협동조합

Value	Count	Frequency (%)
주식회사	210	3.0%
	181	2.5%
ltd	85	1.2%
co	73	1.0%
주	70	1.0%
삼성전자	51	0.7%
신한은행	48	0.7%
우리은행	33	0.5%
포스코	33	0.5%
lg전자	31	0.4%
Other values (4122)	6299	88.5%

Most occurring characters

Value	Count	Frequency (%)
주	1551	4.0%
	1400	3.6%
)	1233	3.1%
(	1213	3.1%
스	1095	2.8%
이	898	2.3%
한	679	1.7%
사	533	1.4%
대	498	1.3%
C	471	1.2%
Other values (658)	29688	75.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	27374	69.7%
Uppercase Letter	4523	11.5%
Lowercase Letter	2714	6.9%
Space Separator	1400	3.6%
Close Punctuation	1233	3.1%
Open Punctuation	1214	3.1%
Other Punctuation	603	1.5%
Other Symbol	132	0.3%
Decimal Number	33	0.1%
Dash Punctuation	18	< 0.1%
Other values (3)	15	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	1551	5.7%
스	1095	4.0%
이	898	3.3%
한	679	2.5%
사	533	1.9%
대	498	1.8%
에	434	1.6%
코	406	1.5%
아	400	1.5%
국	379	1.4%
Other values (582)	20501	74.9%

Uppercase Letter

Value	Count	Frequency (%)
C	471	10.4%
S	437	9.7%
L	420	9.3%
O	321	7.1%
T	294	6.5%
G	263	5.8%
I	263	5.8%
K	235	5.2%
E	232	5.1%
N	231	5.1%
Other values (16)	1356	30.0%

Lowercase Letter

Value	Count	Frequency (%)
o	351	12.9%
n	291	10.7%
a	248	9.1%
e	227	8.4%
i	220	8.1%
r	199	7.3%
t	195	7.2%
s	134	4.9%
l	133	4.9%
c	127	4.7%
Other values (16)	589	21.7%

Other Punctuation

Value	Count	Frequency (%)
.	347	57.5%
/	132	21.9%
,	59	9.8%
&	46	7.6%
?	14	2.3%
'	2	0.3%
%	1	0.2%
@	1	0.2%
:	1	0.2%

Decimal Number

Value	Count	Frequency (%)
2	13	39.4%
1	9	27.3%
4	7	21.2%
3	2	6.1%
0	1	3.0%
6	1	3.0%

Open Punctuation

Value	Count	Frequency (%)
(	1213	99.9%
（	1	0.1%

Space Separator

Value	Count	Frequency (%)
	1400	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1233	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	132	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	18	100.0%

Control

Value	Count	Frequency (%)
	10	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	4	100.0%

Math Symbol

Value	Count	Frequency (%)
\|	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	27480	70.0%
Latin	7237	18.4%
Common	4516	11.5%
Han	26	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1551	5.6%
스	1095	4.0%
이	898	3.3%
한	679	2.5%
사	533	1.9%
대	498	1.8%
에	434	1.6%
코	406	1.5%
아	400	1.5%
국	379	1.4%
Other values (563)	20607	75.0%

Latin

Value	Count	Frequency (%)
C	471	6.5%
S	437	6.0%
L	420	5.8%
o	351	4.9%
O	321	4.4%
T	294	4.1%
n	291	4.0%
G	263	3.6%
I	263	3.6%
a	248	3.4%
Other values (42)	3878	53.6%

Common

Value	Count	Frequency (%)
	1400	31.0%
)	1233	27.3%
(	1213	26.9%
.	347	7.7%
/	132	2.9%
,	59	1.3%
&	46	1.0%
-	18	0.4%
?	14	0.3%
2	13	0.3%
Other values (13)	41	0.9%

Han

Value	Count	Frequency (%)
公	2	7.7%
有	2	7.7%
商	2	7.7%
限	2	7.7%
司	2	7.7%
道	2	7.7%
流	1	3.8%
州	1	3.8%
和	1	3.8%
万	1	3.8%
Other values (10)	10	38.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	27348	69.7%
ASCII	11752	29.9%
None	133	0.3%
CJK	26	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	1551	5.7%
스	1095	4.0%
이	898	3.3%
한	679	2.5%
사	533	1.9%
대	498	1.8%
에	434	1.6%
코	406	1.5%
아	400	1.5%
국	379	1.4%
Other values (562)	20475	74.9%

ASCII

Value	Count	Frequency (%)
	1400	11.9%
)	1233	10.5%
(	1213	10.3%
C	471	4.0%
S	437	3.7%
L	420	3.6%
o	351	3.0%
.	347	3.0%
O	321	2.7%
T	294	2.5%
Other values (64)	5265	44.8%

None

Value	Count	Frequency (%)
㈜	132	99.2%
（	1	0.8%

CJK

Value	Count	Frequency (%)
公	2	7.7%
有	2	7.7%
商	2	7.7%
限	2	7.7%
司	2	7.7%
道	2	7.7%
流	1	3.8%
州	1	3.8%
和	1	3.8%
万	1	3.8%
Other values (10)	10	38.5%

업종 대분류
Categorical

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

C. 제조업	4640
G. 도매 및 소매업	1432
H. 운수 및 창고업	658
F. 건설업	596
M. 전문, 과학 및 기술 서비스업	577
Other values (18)	2097

Length

Max length	36
Median length	6
Mean length	9.5735
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M. 전문, 과학 및 기술 서비스업
2nd row	G. 도매 및 소매업
3rd row	M. 전문, 과학 및 기술 서비스업
4th row	U. 국제 및 외국기관
5th row	G. 도매 및 소매업

Common Values

Value	Count	Frequency (%)
C. 제조업	4640	46.4%
G. 도매 및 소매업	1432	14.3%
H. 운수 및 창고업	658	6.6%
F. 건설업	596	6.0%
M. 전문, 과학 및 기술 서비스업	577	5.8%
K. 금융 및 보험업	376	3.8%
J. 정보통신업	311	3.1%
.	191	1.9%
N. 사업시설 관리, 사업 지원 및 임대 서비스업	181	1.8%
S. 협회 및 단체, 수리 및 기타 개인 서비스업	157	1.6%
Other values (13)	881	8.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
c	4642	14.6%
제조업	4642	14.6%
및	4196	13.2%
g	1432	4.5%
도매	1432	4.5%
소매업	1432	4.5%
서비스업	1095	3.4%
h	658	2.1%
운수	658	2.1%
창고업	658	2.1%
Other values (76)	11022	34.6%

업종 중분류
Categorical

Distinct	28
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5357
기타 제품 제조업	645
전자 부품, 컴퓨터, 영상, 음향 및 기통신장비 제조업	630
섬유제품 제조업 (의복 제외)	549
자동차 및 트레일러 제조업	367
Other values (23)	2452

Length

Max length	30
Median length	4
Mean length	9.9707
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5357	53.6%
기타 제품 제조업	645	6.5%
전자 부품, 컴퓨터, 영상, 음향 및 기통신장비 제조업	630	6.3%
섬유제품 제조업 (의복 제외)	549	5.5%
자동차 및 트레일러 제조업	367	3.7%
기타 기계 및 장비 제조업	316	3.2%
고무 및 플라스틱제품 제조업	287	2.9%
의복, 의복 액세서리 및 모피제품 제조업	274	2.7%
화학 물질 및 화학제품 제조업 (의약품 제외)	254	2.5%
가죽, 가방 및 신발 제조업	238	2.4%
Other values (18)	1083	10.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	5357	19.3%
제조업	4481	16.1%
및	2905	10.4%
의복	1097	3.9%
제외	1070	3.8%
기타	1010	3.6%
제품	646	2.3%
전자	630	2.3%
부품	630	2.3%
컴퓨터	630	2.3%
Other values (52)	9344	33.6%

Heatmap
Table

	지역	진출국가	투자형태	업종 대분류	업종 중분류
지역	1.000	1.000	0.479	0.296	0.444
진출국가	1.000	1.000	0.804	0.484	0.637
투자형태	0.479	0.804	1.000	0.286	0.358
업종 대분류	0.296	0.484	0.286	1.000	0.198
업종 중분류	0.444	0.637	0.358	0.198	1.000

Heatmap
Table

	업종 중분류	업종 대분류	지역
업종 중분류	1.000	0.092	0.177
업종 대분류	0.092	1.000	0.113
지역	0.177	0.113	1.000

Heatmap
Table

	지역	업종 대분류	업종 중분류
지역	1.000	0.113	0.177
업종 대분류	0.113	1.000	0.092
업종 중분류	0.177	0.092	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

	Unnamed: 0	지역	진출국가	관할무역관	기업명(국문)	기업명(영문)	기업명(중문)	주소	우편번호	진출형태	투자형태	모기업명	업종 대분류	업종 중분류
11366	<NA>	동남아대양주	베트남	호치민	현대 씨앤에스	HYUNDAI CNS CO., LTD.	<NA>	7TH FL., AGRTEX BLD, 58 VO VAN TAN ST., VO THI SAU WARD, DIST. 3, HCMC	700000	서비스법인	단독투자	현대SNS	M. 전문, 과학 및 기술 서비스업	<NA>
10723	<NA>	동남아대양주	베트남	호치민	이멕스 솔루션	EMAX SOLUTIONS CO., LTD.	<NA>	1212B, 12FL., DIAMOND PLAZA, 34 LE DUAN ST., DIST. 1, HCMC	700000	판매법인	단독투자	<NA>	G. 도매 및 소매업	<NA>
8143	<NA>	동남아대양주	베트남	하노이	베트남 환경 법인	VIETNAM ENDI. JSC CO	<NA>	PHO DAU, TAN QUANG, VAN LAM HUNG YEN, VIETNAM	17000	서비스법인	단독투자	<NA>	M. 전문, 과학 및 기술 서비스업	<NA>
1697	<NA>	동남아대양주	필리핀	마닐라	파롤라 마리타임	PAROLA MARITIME AGENCY CORPORATION	<NA>	PAROLA HOUSE, 1582 COPERNICO STREET, BARANGAY SAN ISIDRO, PAROLA HOUSE	1234	기타(Manpower Agency)	단독투자	<NA>	U. 국제 및 외국기관	<NA>
2649	<NA>	중국 (홍콩, 대만 포함)	중국	베이징	길태영성(북경)과기개발유한공사	G-TECH INTERNATIONAL CO., LTD.	吉泰永盛（北京）科技开发有限公司	1003, SOUTH DISTRICT, 9F, 122ND FLOOR, NANHU DONGYUAN, CHAOYANG DISTRICT, BEIJING	100102	판매법인	단독투자	지테크인터내셔날	G. 도매 및 소매업	<NA>
414	<NA>	동남아대양주	베트남	다낭	두산에너빌리티 비엣남	DOOSAN ENERBILITY VIETNAM	<NA>	DUNG QUAT ECONOMIC ZONE, BINH THUAN, BINH SON, QUANG NGAI, VIETNAM	4700000	생산법인, 서비스법인, 판매법인	단독투자	두산에너빌리티	C. 제조업	기타 기계 및 장비 제조업
7801	<NA>	동남아대양주	베트남	하노이	JB증권 베트남	JB SECURITIES VIETNAM	<NA>	23 EAST LOTTE CENTER 54 LIEU GIAI STREET, BA DINH DISTRICT, HANOI	11100	서비스법인, 해외지사	.	JB금융그룹	K. 금융 및 보험업	<NA>
8538	<NA>	동남아대양주	베트남	하노이	엔비케이 비나	NBK VINA CO., LTD.	<NA>	KCN DONG VAN 2, DUY MINH, DUY TIEN, HA NAM	18000	생산법인	.	<NA>	C. 제조업	전자 부품, 컴퓨터, 영상, 음향 및 기통신장비 제조업
3675	<NA>	중국 (홍콩, 대만 포함)	중국	상하이	상해홍두무역유한공사	SHANGHAI HONGDOU ELECTRONIC TRADE CO., LTD.	上海洪斗贸易有限公司	ROOM 605-F, BLOCK B, BUILDING 2, NO. 1000, HONGQUAN ROAD, MINHANG DISTRICT, SHANGHAI	200000	판매법인	단독투자	<NA>	G. 도매 및 소매업	<NA>
10244	<NA>	동남아대양주	베트남	호치민	신양금형에칭 비나	SHIN YANG MOLD ETCHING CO., LTD.	<NA>	296, QUARTER 8, HO NAI WARD, BIEN HOA CITY, DONG NAI	700000	생산법인	.	<NA>	C. 제조업	고무 및 플라스틱제품 제조업

	Unnamed: 0	지역	진출국가	관할무역관	기업명(국문)	기업명(영문)	기업명(중문)	주소	우편번호	진출형태	투자형태	모기업명	업종 대분류	업종 중분류
2001	<NA>	서남아	인도	뭄바이	무브맥스시스템 로지스틱스	MOVAX SYSTEM LOGISTICS	<NA>	FIRST FLOOR, LUCKY STORE, ROAD NO. 1, SAHAR VILLAGE, NEAR CHURCH, ANDHERI EAST, MUMBAI	400099	서비스법인	단독투자	무브맥스시스템	H. 운수 및 창고업	<NA>
796	<NA>	일본	일본	도쿄	광주광역시동경사무소	GWANGJU METROPOLITAN CITY TOKYO OFFICE	<NA>	SINKOKUSAI BLD.940, MARUNOCHI , CHIYODA KU, TOKYO , JAPAN	1000005	기타	단독투자	광주광역시	O. 공공 행정, 국방 및 사회보장 행정	<NA>
11240	<NA>	동남아대양주	베트남	호치민	하이비나 어패럴	HIGHVINA APPAREL INC.	<NA>	LONG YEN HAMLET, LONG THANH NAM COMMUNE, HOA THANH TOWN, TAY NINH	700000	생산법인	단독투자	현진어패럴	C. 제조업	섬유제품 제조업 (의복 제외)
5846	<NA>	동남아대양주	인도네시아	자카르타	조아 인두스트리스	JOA INDUSTRIES	<NA>	DESA PASIR BARAT RT.006,RW.004 KEC. JAMBE TANGERANG 15720, INDONESIA	15720	생산법인	.	<NA>	C. 제조업	가죽, 가방 및 신발 제조업
2163	<NA>	유럽	폴란드	바르샤바	삼동 유럽 법인	SAM DONG EUROPE SP. Z O.O.	<NA>	UL. MILENIJNA 16, KOSTRZYN NAD ODRA	66-470	생산법인	단독투자	㈜삼동	C. 제조업	기타 제품 제조업
3081	<NA>	중남미	아르헨티나	부에노스아이레스	LX Pantos Logistics AR S.A.	LX PANTOS LOGISTICS AR S.A.	<NA>	CHACABUCO 314 , PISO 5 B	1069	서비스법인	단독투자	<NA>	H. 운수 및 창고업	<NA>
7623	<NA>	유럽	독일	프랑크푸르트	금융감독원 프랑크푸르트 사무소	KOREA FINANCIAL SUPERVISORY SERVICE/ FRANKFURT OFFICE	<NA>	FEUERBACHSTR. 31	60325	기타(사무소)	.	<NA>	O. 공공 행정, 국방 및 사회보장 행정	<NA>
6878	<NA>	동남아대양주	말레이시아	쿠알라룸푸르	예인인터내셔널	YEIN INTERNATIONAL SDN. BHD.	<NA>	NO.59, JALAN TSB 1, TAMAN INDUSTRI SUNGAI BULOH, PJ	48710	서비스법인, 판매법인	단독투자	<NA>	G. 도매 및 소매업	<NA>
2181	<NA>	유럽	폴란드	바르샤바	아거스 폴란드 지점	ARGUS CO., LTD. ODDZIAL W POLSCE	<NA>	UL. JULIANA URSYNA NIEMCEWICZA 37 LOK. U1, SZCZECIN	71-553	서비스법인	단독투자	(주)아거스	F. 건설업	<NA>
4003	<NA>	중국 (홍콩, 대만 포함)	중국	선양	선양 호희사 상무유한공사	SHENYANG HAOXISHI TRADING CO., LTD.	沈阳好希仕商贸有限公司	辽宁省沈阳市沈河区青年大街167甲、167号北方国际传媒中心26层02房间	110000	생산법인	단독투자	<NA>	G. 도매 및 소매업	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Other Symbol

Dash Punctuation

Space Separator

Close Punctuation

Open Punctuation

Control

Connector Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Cyrillic

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Cyrillic

Punctuation

CJK

Letterlike Symbols

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Other Letter

Other Punctuation

Decimal Number

Open Punctuation

Space Separator

Close Punctuation

Dash Punctuation

Control

Math Symbol

Final Punctuation

Connector Punctuation

Nonspacing Mark

Currency Symbol

Other Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Hangul