gimi9 Pandas Profiling

Dataset statistics

Number of variables	39
Number of observations	30
Missing cells	162
Missing cells (%)	13.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.5 KiB
Average record size in memory	323.4 B

Variable types

Numeric	3
Text	11
Categorical	9
Boolean	4
DateTime	9
Unsupported	3

Dataset

Description	샘플 데이터
Author	경기도일자리재단
URL	https://www.bigdata-region.kr/#/dataset/cf67edd9-707e-4ea2-b616-fbedfc6fddc8

Alerts

`기업규모명` has constant value ""	Constant
`상장시장명` has constant value ""	Constant
`관리종목여부` has constant value ""	Constant
`기업존속여부` has constant value ""	Constant
`재무구분명` has constant value ""	Constant
`삭제여부` has constant value ""	Constant
`외부감사여부` is highly imbalanced (78.9%)	Imbalance
`결산월` is highly imbalanced (64.7%)	Imbalance
`창업일자` has 18 (60.0%) missing values	Missing
`설립일자` has 24 (80.0%) missing values	Missing
`상장일자` has 30 (100.0%) missing values	Missing
`종업원기준일자` has 2 (6.7%) missing values	Missing
`영문은행지점명` has 6 (20.0%) missing values	Missing
`한글주요제품명` has 1 (3.3%) missing values	Missing
`영문주요제품명` has 21 (70.0%) missing values	Missing
`본사전화번호` has 30 (100.0%) missing values	Missing
`본사팩스번호` has 30 (100.0%) missing values	Missing
`기업정보번호` has unique values	Unique
`개업일자` has unique values	Unique
`한글업체명` has unique values	Unique
`영문업체명` has unique values	Unique
`약식업체명` has unique values	Unique
`본사한글주소` has unique values	Unique
`상장일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`본사전화번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`본사팩스번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`종업원수` has 1 (3.3%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 14:05:05.114091
Analysis finished	2023-12-10 14:05:06.917706
Duration	1.8 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기업정보번호
Real number (ℝ)

UNIQUE

Distinct	30
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	163.16667

Minimum	15
Maximum	293
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	402.0 B

Quantile statistics

Minimum	15
5-th percentile	27.35
Q1	86.25
median	162.5
Q3	239.5
95-th percentile	288.2
Maximum	293
Range	278
Interquartile range (IQR)	153.25

Descriptive statistics

Standard deviation	90.816633
Coefficient of variation (CV)	0.55658815
Kurtosis	-1.3083455
Mean	163.16667
Median Absolute Deviation (MAD)	79
Skewness	-0.038150504
Sum	4895
Variance	8247.6609
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
15	1	3.3%
172	1	3.3%
293	1	3.3%
290	1	3.3%
286	1	3.3%
285	1	3.3%
276	1	3.3%
274	1	3.3%
269	1	3.3%
243	1	3.3%
Other values (20)	20	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15	1	3.3%
17	1	3.3%
40	1	3.3%
43	1	3.3%
49	1	3.3%
73	1	3.3%
83	1	3.3%
84	1	3.3%
93	1	3.3%
107	1	3.3%

Value	Count	Frequency (%)
293	1	3.3%
290	1	3.3%
286	1	3.3%
285	1	3.3%
276	1	3.3%
274	1	3.3%
269	1	3.3%
243	1	3.3%
229	1	3.3%
227	1	3.3%

사업자등록번호
Text

Distinct	27
Distinct (%)	90.0%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	360
Distinct characters	12
Distinct categories	3 ?
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	24 ?
Unique (%)	80.0%

Sample

1st row	113--***
2nd row	219--***
3rd row	210--***
4th row	104--***
5th row	133--***

Value	Count	Frequency (%)
215	2	6.7%
219	2	6.7%
138	2	6.7%
214	1	3.3%
113	1	3.3%
139	1	3.3%
209	1	3.3%
112	1	3.3%
105	1	3.3%
116	1	3.3%
Other values (17)	17	56.7%

Most occurring characters

Value	Count	Frequency (%)
*	210	58.3%
-	60	16.7%
1	29	8.1%
2	18	5.0%
3	11	3.1%
0	9	2.5%
9	6	1.7%
5	5	1.4%
6	4	1.1%
4	4	1.1%
Other values (2)	4	1.1%

Most occurring categories

Value	Count	Frequency (%)
Other Punctuation	210	58.3%
Decimal Number	90	25.0%
Dash Punctuation	60	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	29	32.2%
2	18	20.0%
3	11	12.2%
0	9	10.0%
9	6	6.7%
5	5	5.6%
6	4	4.4%
4	4	4.4%
8	3	3.3%
7	1	1.1%

Other Punctuation

Value	Count	Frequency (%)
*	210	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	60	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	360	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
*	210	58.3%
-	60	16.7%
1	29	8.1%
2	18	5.0%
3	11	3.1%
0	9	2.5%
9	6	1.7%
5	5	1.4%
6	4	1.1%
4	4	1.1%
Other values (2)	4	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	360	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	210	58.3%
-	60	16.7%
1	29	8.1%
2	18	5.0%
3	11	3.1%
0	9	2.5%
9	6	1.7%
5	5	1.4%
6	4	1.1%
4	4	1.1%
Other values (2)	4	1.1%

법인등록번호
Categorical

Distinct	7
Distinct (%)	23.3%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

<NA>	15
11011-********	10
13551-********	1
13111-********	1
13411-********	1
Other values (2)	2

Length

Max length	14
Median length	9
Mean length	9
Min length	4

Unique

Unique	5 ?
Unique (%)	16.7%

Sample

1st row	<NA>
2nd row	11011-********
3rd row	<NA>
4th row	11011-********
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	15	50.0%
11011-********	10	33.3%
13551-********	1	3.3%
13111-********	1	3.3%
13411-********	1	3.3%
12011-********	1	3.3%
13451-********	1	3.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	15	50.0%
11011	10	33.3%
13551	1	3.3%
13111	1	3.3%
13411	1	3.3%
12011	1	3.3%
13451	1	3.3%

기업주체명
Categorical

Distinct	2
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

개인	15
일반법인	15

Length

Max length	4
Median length	3
Mean length	3
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	개인
2nd row	일반법인
3rd row	개인
4th row	일반법인
5th row	개인

Common Values

Value	Count	Frequency (%)
개인	15	50.0%
일반법인	15	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
개인	15	50.0%
일반법인	15	50.0%

기업규모명
Categorical

CONSTANT

Distinct	1
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

중소기업	30

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
중소기업	30	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
중소기업	30	100.0%

상장시장명
Categorical

CONSTANT

Distinct	1
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

대상아님	30

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
대상아님	30	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대상아님	30	100.0%

관리종목여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	162.0 B

False	30

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	30	100.0%

외부감사여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	162.0 B

False	29
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	29	96.7%
True	1	3.3%

기업존속여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	162.0 B

True	30

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	30	100.0%

재무구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

제조	30

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제조	30	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제조	30	100.0%

결산월
Categorical

IMBALANCE

Distinct	2
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

12	28
0	2

Length

Max length	2
Median length	2
Mean length	1.9333333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	12
2nd row	12
3rd row	12
4th row	12
5th row	12

Common Values

Value	Count	Frequency (%)
12	28	93.3%
0	2	6.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
12	28	93.3%
0	2	6.7%

창업일자
Date

MISSING

Distinct	12
Distinct (%)	100.0%
Missing	18
Missing (%)	60.0%
Memory size	372.0 B

Minimum	1975-11-06 00:00:00
Maximum	1994-03-01 00:00:00

Histogram

Histogram with fixed size bins (bins=12)

설립일자
Date

MISSING

Distinct	6
Distinct (%)	100.0%
Missing	24
Missing (%)	80.0%
Memory size	372.0 B

Minimum	1987-11-10 00:00:00
Maximum	2001-08-09 00:00:00

Histogram

Histogram with fixed size bins (bins=6)

개업일자
Date

UNIQUE

Distinct	30
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Minimum	1961-07-04 00:00:00
Maximum	2001-07-01 00:00:00

Histogram

Histogram with fixed size bins (bins=30)

상장일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	30
Missing (%)	100.0%
Memory size	402.0 B

종업원기준일자
Date

MISSING

Distinct	18
Distinct (%)	64.3%
Missing	2
Missing (%)	6.7%
Memory size	372.0 B

Minimum	2001-09-30 00:00:00
Maximum	2021-08-23 00:00:00

Histogram

Histogram with fixed size bins (bins=18)

종업원수
Real number (ℝ)

ZEROS

Distinct	18
Distinct (%)	60.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.033333

Minimum	0
Maximum	40
Zeros	1
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	402.0 B

Quantile statistics

Minimum	0
5-th percentile	1.45
Q1	2
median	6
Q3	13.5
95-th percentile	33.65
Maximum	40
Range	40
Interquartile range (IQR)	11.5

Descriptive statistics

Standard deviation	10.633335
Coefficient of variation (CV)	1.0598008
Kurtosis	1.7568122
Mean	10.033333
Median Absolute Deviation (MAD)	4
Skewness	1.5781825
Sum	301
Variance	113.06782
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
2	7	23.3%
4	3	10.0%
6	3	10.0%
7	2	6.7%
8	2	6.7%
5	1	3.3%
32	1	3.3%
20	1	3.3%
16	1	3.3%
1	1	3.3%
Other values (8)	8	26.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	3.3%
1	1	3.3%
2	7	23.3%
4	3	10.0%
5	1	3.3%
6	3	10.0%
7	2	6.7%
8	2	6.7%
9	1	3.3%
12	1	3.3%

Value	Count	Frequency (%)
40	1	3.3%
35	1	3.3%
32	1	3.3%
24	1	3.3%
20	1	3.3%
19	1	3.3%
16	1	3.3%
14	1	3.3%
12	1	3.3%
9	1	3.3%

한글업체명
Text

UNIQUE

Distinct	30
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Length

Max length	12
Median length	10.5
Mean length	6.9333333
Min length	4

Characters and Unicode

Total characters	208
Distinct characters	79
Distinct categories	5 ?
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	30 ?
Unique (%)	100.0%

Sample

1st row	천용특수인물
2nd row	(주)천우무공
3rd row	천일실업
4th row	연합화학공업(주)
5th row	청양토이

Value	Count	Frequency (%)
천용특수인물	1	3.3%
주)천우무공	1	3.3%
knj엔지니어링	1	3.3%
코다상사	1	3.3%
주)캡토피아	1	3.3%
케이월드통상(주	1	3.3%
케이앤드씨인터내셔날	1	3.3%
주)케이원인터내셔날	1	3.3%
코방상사	1	3.3%
케이시인터내셔날	1	3.3%
Other values (20)	20	66.7%

Most occurring characters

Value	Count	Frequency (%)
(	15	7.2%
주	15	7.2%
)	15	7.2%
이	12	5.8%
케	8	3.8%
상	7	3.4%
사	6	2.9%
인	6	2.9%
청	6	2.9%
업	5	2.4%
Other values (69)	113	54.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	172	82.7%
Open Punctuation	15	7.2%
Close Punctuation	15	7.2%
Other Punctuation	3	1.4%
Uppercase Letter	3	1.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	15	8.7%
이	12	7.0%
케	8	4.7%
상	7	4.1%
사	6	3.5%
인	6	3.5%
청	6	3.5%
업	5	2.9%
산	5	2.9%
터	5	2.9%
Other values (63)	97	56.4%

Uppercase Letter

Value	Count	Frequency (%)
K	1	33.3%
N	1	33.3%
J	1	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	15	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	15	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	172	82.7%
Common	33	15.9%
Latin	3	1.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	15	8.7%
이	12	7.0%
케	8	4.7%
상	7	4.1%
사	6	3.5%
인	6	3.5%
청	6	3.5%
업	5	2.9%
산	5	2.9%
터	5	2.9%
Other values (63)	97	56.4%

Common

Value	Count	Frequency (%)
(	15	45.5%
)	15	45.5%
.	3	9.1%

Latin

Value	Count	Frequency (%)
K	1	33.3%
N	1	33.3%
J	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	172	82.7%
ASCII	36	17.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
(	15	41.7%
)	15	41.7%
.	3	8.3%
K	1	2.8%
N	1	2.8%
J	1	2.8%

Hangul

Value	Count	Frequency (%)
주	15	8.7%
이	12	7.0%
케	8	4.7%
상	7	4.1%
사	6	3.5%
인	6	3.5%
청	6	3.5%
업	5	2.9%
산	5	2.9%
터	5	2.9%
Other values (63)	97	56.4%

영문업체명
Text

UNIQUE

Distinct	30
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Length

Max length	29
Median length	24
Mean length	19.666667
Min length	10

Characters and Unicode

Total characters	590
Distinct characters	47
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	30 ?
Unique (%)	100.0%

Sample

1st row	Chunryong Co.
2nd row	CHON WOO CORPORATION
3rd row	Chunil Enterprise Co.
4th row	Yunhap Chemical Ind. Co.;Ltd.
5th row	Chongyang Toy Co.

Value	Count	Frequency (%)
co	13	15.5%
co.;ltd	11	13.1%
international	5	6.0%
trading	3	3.6%
	2	2.4%
corporation	2	2.4%
chemical	2	2.4%
corp	2	2.4%
chunryong	1	1.2%
kobang	1	1.2%
Other values (42)	42	50.0%

Most occurring characters

Value	Count	Frequency (%)
	55	9.3%
C	51	8.6%
o	48	8.1%
.	47	8.0%
n	43	7.3%
a	28	4.7%
t	25	4.2%
r	20	3.4%
d	19	3.2%
I	17	2.9%
Other values (37)	237	40.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	305	51.7%
Uppercase Letter	167	28.3%
Other Punctuation	62	10.5%
Space Separator	55	9.3%
Dash Punctuation	1	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	48	15.7%
n	43	14.1%
a	28	9.2%
t	25	8.2%
r	20	6.6%
d	19	6.2%
g	16	5.2%
i	16	5.2%
h	14	4.6%
e	13	4.3%
Other values (12)	63	20.7%

Uppercase Letter

Value	Count	Frequency (%)
C	51	30.5%
I	17	10.2%
L	15	9.0%
O	13	7.8%
N	11	6.6%
K	11	6.6%
T	10	6.0%
E	8	4.8%
A	5	3.0%
W	4	2.4%
Other values (9)	22	13.2%

Other Punctuation

Value	Count	Frequency (%)
.	47	75.8%
;	11	17.7%
&	2	3.2%
'	2	3.2%

Space Separator

Value	Count	Frequency (%)
	55	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	472	80.0%
Common	118	20.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	51	10.8%
o	48	10.2%
n	43	9.1%
a	28	5.9%
t	25	5.3%
r	20	4.2%
d	19	4.0%
I	17	3.6%
g	16	3.4%
i	16	3.4%
Other values (31)	189	40.0%

Common

Value	Count	Frequency (%)
	55	46.6%
.	47	39.8%
;	11	9.3%
&	2	1.7%
'	2	1.7%
-	1	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	590	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	55	9.3%
C	51	8.6%
o	48	8.1%
.	47	8.0%
n	43	7.3%
a	28	4.7%
t	25	4.2%
r	20	3.4%
d	19	3.2%
I	17	2.9%
Other values (37)	237	40.2%

약식업체명
Text

UNIQUE

Distinct	30
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Length

Max length	10
Median length	9
Mean length	5.3333333
Min length	3

Characters and Unicode

Total characters	160
Distinct characters	75
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	30 ?
Unique (%)	100.0%

Sample

1st row	천용특수인물
2nd row	천우무공
3rd row	천일실업
4th row	연합화학공업
5th row	청양토이

Value	Count	Frequency (%)
천용특수인물	1	3.3%
천우무공	1	3.3%
knj엔지니어링	1	3.3%
코다상사	1	3.3%
캡토피아	1	3.3%
케이월드통상	1	3.3%
케이앤드씨인터내셔날	1	3.3%
케이원인터내셔날	1	3.3%
코방상사	1	3.3%
케이시인터내셔날	1	3.3%
Other values (20)	20	66.7%

Most occurring characters

Value	Count	Frequency (%)
이	12	7.5%
케	8	5.0%
상	7	4.4%
청	6	3.8%
인	6	3.8%
사	6	3.8%
산	5	3.1%
셔	5	3.1%
내	5	3.1%
터	5	3.1%
Other values (65)	95	59.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	157	98.1%
Uppercase Letter	3	1.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	12	7.6%
케	8	5.1%
상	7	4.5%
청	6	3.8%
인	6	3.8%
사	6	3.8%
산	5	3.2%
셔	5	3.2%
내	5	3.2%
터	5	3.2%
Other values (62)	92	58.6%

Uppercase Letter

Value	Count	Frequency (%)
K	1	33.3%
N	1	33.3%
J	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	157	98.1%
Latin	3	1.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	12	7.6%
케	8	5.1%
상	7	4.5%
청	6	3.8%
인	6	3.8%
사	6	3.8%
산	5	3.2%
셔	5	3.2%
내	5	3.2%
터	5	3.2%
Other values (62)	92	58.6%

Latin

Value	Count	Frequency (%)
K	1	33.3%
N	1	33.3%
J	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	157	98.1%
ASCII	3	1.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	12	7.6%
케	8	5.1%
상	7	4.5%
청	6	3.8%
인	6	3.8%
사	6	3.8%
산	5	3.2%
셔	5	3.2%
내	5	3.2%
터	5	3.2%
Other values (62)	92	58.6%

ASCII

Value	Count	Frequency (%)
K	1	33.3%
N	1	33.3%
J	1	33.3%

한글대표자명
Categorical

Distinct	14
Distinct (%)	46.7%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

김**	9
정**	3
장**	3
박**	3
최**	2
Other values (9)	10

Length

Max length	7
Median length	3
Mean length	3.2666667
Min length	3

Unique

Unique	8 ?
Unique (%)	26.7%

Sample

1st row	변**
2nd row	정**
3rd row	김**
4th row	장**
5th row	박**

Common Values

Value	Count	Frequency (%)
김**	9	30.0%
정**	3	10.0%
장**	3	10.0%
박**	3	10.0%
최**	2	6.7%
이**	2	6.7%
변**	1	3.3%
노******	1	3.3%
양**	1	3.3%
구******	1	3.3%
Other values (4)	4	13.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
김	9	30.0%
정	3	10.0%
장	3	10.0%
박	3	10.0%
최	2	6.7%
이	2	6.7%
변	1	3.3%
노	1	3.3%
양	1	3.3%
구	1	3.3%
Other values (4)	4	13.3%

영문대표자명
Text

Distinct	17
Distinct (%)	56.7%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Length

Max length	6
Median length	5
Mean length	4.4666667
Min length	3

Characters and Unicode

Total characters	134
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	12 ?
Unique (%)	40.0%

Sample

1st row	Byun*
2nd row	Jeong*
3rd row	Kim*
4th row	Jang*
5th row	Park*

Value	Count	Frequency (%)
kim	9	30.0%
park	3	10.0%
jang	2	6.7%
lee	2	6.7%
jeong	2	6.7%
gu	1	3.3%
byun	1	3.3%
yang	1	3.3%
jin	1	3.3%
sim	1	3.3%
Other values (7)	7	23.3%

Most occurring characters

Value	Count	Frequency (%)
*	30	22.4%
i	12	9.0%
n	10	7.5%
m	10	7.5%
K	9	6.7%
a	8	6.0%
g	8	6.0%
e	7	5.2%
J	7	5.2%
o	5	3.7%
Other values (13)	28	20.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	74	55.2%
Other Punctuation	30	22.4%
Uppercase Letter	30	22.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	12	16.2%
n	10	13.5%
m	10	13.5%
a	8	10.8%
g	8	10.8%
e	7	9.5%
o	5	6.8%
u	4	5.4%
k	3	4.1%
r	3	4.1%
Other values (2)	4	5.4%

Uppercase Letter

Value	Count	Frequency (%)
K	9	30.0%
J	7	23.3%
P	3	10.0%
C	3	10.0%
B	2	6.7%
L	2	6.7%
N	1	3.3%
G	1	3.3%
S	1	3.3%
Y	1	3.3%

Other Punctuation

Value	Count	Frequency (%)
*	30	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	104	77.6%
Common	30	22.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	12	11.5%
n	10	9.6%
m	10	9.6%
K	9	8.7%
a	8	7.7%
g	8	7.7%
e	7	6.7%
J	7	6.7%
o	5	4.8%
u	4	3.8%
Other values (12)	24	23.1%

Common

Value	Count	Frequency (%)
*	30	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	30	22.4%
i	12	9.0%
n	10	7.5%
m	10	7.5%
K	9	6.7%
a	8	6.0%
g	8	6.0%
e	7	5.2%
J	7	5.2%
o	5	3.7%
Other values (13)	28	20.9%

폐쇄구분명
Categorical

Distinct	3
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

미대상	15
정상	13
폐쇄	2

Length

Max length	3
Median length	2.5
Mean length	2.5
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	미대상
2nd row	정상
3rd row	미대상
4th row	정상
5th row	미대상

Common Values

Value	Count	Frequency (%)
미대상	15	50.0%
정상	13	43.3%
폐쇄	2	6.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
미대상	15	50.0%
정상	13	43.3%
폐쇄	2	6.7%

한글은행지점명
Text

Distinct	29
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Length

Max length	7
Median length	6
Mean length	3.1333333
Min length	2

Characters and Unicode

Total characters	94
Distinct characters	68
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	28 ?
Unique (%)	93.3%

Sample

1st row	구로
2nd row	송파동
3rd row	미아동
4th row	남동공단
5th row	광명

Value	Count	Frequency (%)
남동공단	2	6.7%
구로	1	3.3%
을지로6가	1	3.3%
잠실	1	3.3%
서여의도	1	3.3%
신림로	1	3.3%
동교	1	3.3%
여의도	1	3.3%
마장동	1	3.3%
방배	1	3.3%
Other values (19)	19	63.3%

Most occurring characters

Value	Count	Frequency (%)
동	10	10.6%
로	4	4.3%
남	3	3.2%
서	3	3.2%
도	2	2.1%
파	2	2.1%
성	2	2.1%
평	2	2.1%
여	2	2.1%
의	2	2.1%
Other values (58)	62	66.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	93	98.9%
Decimal Number	1	1.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10	10.8%
로	4	4.3%
남	3	3.2%
서	3	3.2%
도	2	2.2%
파	2	2.2%
성	2	2.2%
평	2	2.2%
여	2	2.2%
의	2	2.2%
Other values (57)	61	65.6%

Decimal Number

Value	Count	Frequency (%)
6	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	93	98.9%
Common	1	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10	10.8%
로	4	4.3%
남	3	3.2%
서	3	3.2%
도	2	2.2%
파	2	2.2%
성	2	2.2%
평	2	2.2%
여	2	2.2%
의	2	2.2%
Other values (57)	61	65.6%

Common

Value	Count	Frequency (%)
6	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	93	98.9%
ASCII	1	1.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	10	10.8%
로	4	4.3%
남	3	3.2%
서	3	3.2%
도	2	2.2%
파	2	2.2%
성	2	2.2%
평	2	2.2%
여	2	2.2%
의	2	2.2%
Other values (57)	61	65.6%

ASCII

Value	Count	Frequency (%)
6	1	100.0%

영문은행지점명
Text

MISSING

Distinct	24
Distinct (%)	100.0%
Missing	6
Missing (%)	20.0%
Memory size	372.0 B

Length

Max length	25
Median length	13
Mean length	9.7083333
Min length	4

Characters and Unicode

Total characters	233
Distinct characters	37
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	24 ?
Unique (%)	100.0%

Sample

1st row	Guro
2nd row	Songpadong
3rd row	Meeahdong
4th row	West Sihwa
5th row	Juan

Value	Count	Frequency (%)
west	3	10.0%
yeouido	2	6.7%
namdongkongdan	1	3.3%
south	1	3.3%
seongnaedong	1	3.3%
sinrimro	1	3.3%
donggyo	1	3.3%
majangdong	1	3.3%
bangbae	1	3.3%
wonhyoro	1	3.3%
Other values (17)	17	56.7%

Most occurring characters

Value	Count	Frequency (%)
o	30	12.9%
n	28	12.0%
g	21	9.0%
a	19	8.2%
e	19	8.2%
d	11	4.7%
h	9	3.9%
i	9	3.9%
u	8	3.4%
	6	2.6%
Other values (27)	73	31.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	196	84.1%
Uppercase Letter	30	12.9%
Space Separator	6	2.6%
Decimal Number	1	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	30	15.3%
n	28	14.3%
g	21	10.7%
a	19	9.7%
e	19	9.7%
d	11	5.6%
h	9	4.6%
i	9	4.6%
u	8	4.1%
s	6	3.1%
Other values (11)	36	18.4%

Uppercase Letter

Value	Count	Frequency (%)
S	5	16.7%
W	4	13.3%
Y	3	10.0%
J	3	10.0%
P	2	6.7%
V	2	6.7%
C	2	6.7%
M	2	6.7%
D	2	6.7%
B	1	3.3%
Other values (4)	4	13.3%

Space Separator

Value	Count	Frequency (%)
	6	100.0%

Decimal Number

Value	Count	Frequency (%)
6	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	226	97.0%
Common	7	3.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	30	13.3%
n	28	12.4%
g	21	9.3%
a	19	8.4%
e	19	8.4%
d	11	4.9%
h	9	4.0%
i	9	4.0%
u	8	3.5%
s	6	2.7%
Other values (25)	66	29.2%

Common

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

Most occurring blocks

Value	Count	Frequency (%)
ASCII	233	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	30	12.9%
n	28	12.0%
g	21	9.0%
a	19	8.2%
e	19	8.2%
d	11	4.7%
h	9	3.9%
i	9	3.9%
u	8	3.4%
	6	2.6%
Other values (27)	73	31.3%

한글주요제품명
Text

MISSING

Distinct	29
Distinct (%)	100.0%
Missing	1
Missing (%)	3.3%
Memory size	372.0 B

Length

Max length	59
Median length	26
Mean length	18
Min length	4

Characters and Unicode

Total characters	522
Distinct characters	150
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	29 ?
Unique (%)	100.0%

Sample

1st row	기계공구 제조
2nd row	양궁케이스;악기케이스;낚시가방;가죽가방;봉제품 제조
3rd row	잡화(벨트;장갑;의류부자재;악세사리) 무역
4th row	황산알미늄;수산화알루미늄;황산;가성소다(90%);가성소다(70%);염화알루미늄;A-101;강화프라스틱 제조
5th row	미키 마우스

Value	Count	Frequency (%)
제조	7	11.5%
도매;무역	3	4.9%
도소매;무역	2	3.3%
무역	2	3.3%
전자부품	2	3.3%
도매	2	3.3%
기계공구	1	1.6%
서류함;책꽂이;연필깎이	1	1.6%
가전제품부품	1	1.6%
면직물	1	1.6%
Other values (39)	39	63.9%

Most occurring characters

Value	Count	Frequency (%)
;	54	10.3%
	32	6.1%
제	19	3.6%
도	15	2.9%
매	14	2.7%
조	13	2.5%
품	13	2.5%
가	11	2.1%
기	10	1.9%
역	10	1.9%
Other values (140)	331	63.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	405	77.6%
Other Punctuation	64	12.3%
Space Separator	32	6.1%
Decimal Number	7	1.3%
Open Punctuation	5	1.0%
Close Punctuation	5	1.0%
Uppercase Letter	3	0.6%
Dash Punctuation	1	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
제	19	4.7%
도	15	3.7%
매	14	3.5%
조	13	3.2%
품	13	3.2%
가	11	2.7%
기	10	2.5%
역	10	2.5%
무	9	2.2%
부	8	2.0%
Other values (127)	283	69.9%

Decimal Number

Value	Count	Frequency (%)
0	3	42.9%
1	2	28.6%
9	1	14.3%
7	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
;	54	84.4%
/	8	12.5%
%	2	3.1%

Uppercase Letter

Value	Count	Frequency (%)
A	2	66.7%
S	1	33.3%

Space Separator

Value	Count	Frequency (%)
	32	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	405	77.6%
Common	114	21.8%
Latin	3	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
제	19	4.7%
도	15	3.7%
매	14	3.5%
조	13	3.2%
품	13	3.2%
가	11	2.7%
기	10	2.5%
역	10	2.5%
무	9	2.2%
부	8	2.0%
Other values (127)	283	69.9%

Common

Value	Count	Frequency (%)
;	54	47.4%
	32	28.1%
/	8	7.0%
(	5	4.4%
)	5	4.4%
0	3	2.6%
%	2	1.8%
1	2	1.8%
9	1	0.9%
-	1	0.9%

Latin

Value	Count	Frequency (%)
A	2	66.7%
S	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	405	77.6%
ASCII	117	22.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
;	54	46.2%
	32	27.4%
/	8	6.8%
(	5	4.3%
)	5	4.3%
0	3	2.6%
%	2	1.7%
A	2	1.7%
1	2	1.7%
9	1	0.9%
Other values (3)	3	2.6%

Hangul

Value	Count	Frequency (%)
제	19	4.7%
도	15	3.7%
매	14	3.5%
조	13	3.2%
품	13	3.2%
가	11	2.7%
기	10	2.5%
역	10	2.5%
무	9	2.2%
부	8	2.0%
Other values (127)	283	69.9%

영문주요제품명
Text

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	21
Missing (%)	70.0%
Memory size	372.0 B

Length

Max length	70
Median length	29
Mean length	32
Min length	4

Characters and Unicode

Total characters	288
Distinct characters	49
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	9 ?
Unique (%)	100.0%

Sample

1st row	Belt
2nd row	Aluminium Sulphate;Poly Alluminium Chloride;Unsaturated Polyenter Res-
3rd row	Micket Mouse
4th row	Gravure Ink;Printing Ink
5th row	Cosmetics Brush;Hair Brushes;Sponge Make Up Puffs

Value	Count	Frequency (%)
woven	2	6.2%
belt	1	3.1%
up	1	3.1%
fabric;cotton	1	3.1%
100%nylon	1	3.1%
battery	1	3.1%
tube;cu-tube	1	3.1%
fuse;copper	1	3.1%
chip	1	3.1%
cornector	1	3.1%
Other values (21)	21	65.6%

Most occurring characters

Value	Count	Frequency (%)
	23	8.0%
e	21	7.3%
n	17	5.9%
i	16	5.6%
o	16	5.6%
r	14	4.9%
u	14	4.9%
t	12	4.2%
l	11	3.8%
s	11	3.8%
Other values (39)	133	46.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	189	65.6%
Uppercase Letter	59	20.5%
Space Separator	23	8.0%
Other Punctuation	12	4.2%
Decimal Number	3	1.0%
Dash Punctuation	2	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	21	11.1%
n	17	9.0%
i	16	8.5%
o	16	8.5%
r	14	7.4%
u	14	7.4%
t	12	6.3%
l	11	5.8%
s	11	5.8%
a	9	4.8%
Other values (12)	48	25.4%

Uppercase Letter

Value	Count	Frequency (%)
C	7	11.9%
B	6	10.2%
T	5	8.5%
M	4	6.8%
U	4	6.8%
E	4	6.8%
P	4	6.8%
I	3	5.1%
A	3	5.1%
D	3	5.1%
Other values (11)	16	27.1%

Other Punctuation

Value	Count	Frequency (%)
;	11	91.7%
%	1	8.3%

Decimal Number

Value	Count	Frequency (%)
0	2	66.7%
1	1	33.3%

Space Separator

Value	Count	Frequency (%)
	23	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	248	86.1%
Common	40	13.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	21	8.5%
n	17	6.9%
i	16	6.5%
o	16	6.5%
r	14	5.6%
u	14	5.6%
t	12	4.8%
l	11	4.4%
s	11	4.4%
a	9	3.6%
Other values (33)	107	43.1%

Common

Value	Count	Frequency (%)
	23	57.5%
;	11	27.5%
0	2	5.0%
-	2	5.0%
1	1	2.5%
%	1	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	288	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	23	8.0%
e	21	7.3%
n	17	5.9%
i	16	5.6%
o	16	5.6%
r	14	4.9%
u	14	4.9%
t	12	4.2%
l	11	3.8%
s	11	3.8%
Other values (39)	133	46.2%

홈페이지URL
Categorical

Distinct	11
Distinct (%)	36.7%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

-	13
<NA>	8
www.kkumi-nara.com	1
http://www.choys.co.kr	1
www.cats-printing.co.kr	1
Other values (6)	6

Length

Max length	23
Median length	22
Mean length	7.1333333
Min length	1

Unique

Unique	9 ?
Unique (%)	30.0%

Sample

1st row	-
2nd row	<NA>
3rd row	-
4th row	<NA>
5th row	www.kkumi-nara.com

Common Values

Value	Count	Frequency (%)
-	13	43.3%
<NA>	8	26.7%
www.kkumi-nara.com	1	3.3%
http://www.choys.co.kr	1	3.3%
www.cats-printing.co.kr	1	3.3%
www.gasmarket.co.kr	1	3.3%
www.chengsong.co.kr	1	3.3%
www.kapamax.co.kr	1	3.3%
www.captopia.co.kr	1	3.3%
www.knj-eng.co.kr	1	3.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	13	43.3%
na	8	26.7%
www.kkumi-nara.com	1	3.3%
http://www.choys.co.kr	1	3.3%
www.cats-printing.co.kr	1	3.3%
www.gasmarket.co.kr	1	3.3%
www.chengsong.co.kr	1	3.3%
www.kapamax.co.kr	1	3.3%
www.captopia.co.kr	1	3.3%
www.knj-eng.co.kr	1	3.3%

본사한글주소
Text

UNIQUE

Distinct	30
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Length

Max length	30
Median length	25
Mean length	21
Min length	16

Characters and Unicode

Total characters	630
Distinct characters	103
Distinct categories	6 ?
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	30 ?
Unique (%)	100.0%

Sample

1st row	서울 구로구 신도림로15길 20
2nd row	경기 성남시 수정구 헌릉로890번길 47-7; 101호
3rd row	서울 강북구 도봉로30길 48
4th row	인천 남동구 은봉로75번길 67
5th row	경기 광명시 오리로949번길 9

Value	Count	Frequency (%)
서울	17	11.3%
경기	10	6.7%
인천	3	2.0%
서초구	3	2.0%
성남시	2	1.3%
송파구	2	1.3%
16	2	1.3%
101호	2	1.3%
영등포구	2	1.3%
은행로	2	1.3%
Other values (100)	105	70.0%

Most occurring characters

Value	Count	Frequency (%)
	120	19.0%
1	31	4.9%
로	30	4.8%
구	26	4.1%
서	24	3.8%
3	22	3.5%
0	22	3.5%
길	19	3.0%
울	17	2.7%
;	16	2.5%
Other values (93)	303	48.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	327	51.9%
Decimal Number	162	25.7%
Space Separator	120	19.0%
Other Punctuation	16	2.5%
Dash Punctuation	4	0.6%
Uppercase Letter	1	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	30	9.2%
구	26	8.0%
서	24	7.3%
길	19	5.8%
울	17	5.2%
호	12	3.7%
동	10	3.1%
시	10	3.1%
경	10	3.1%
기	10	3.1%
Other values (79)	159	48.6%

Decimal Number

Value	Count	Frequency (%)
1	31	19.1%
3	22	13.6%
0	22	13.6%
9	15	9.3%
2	15	9.3%
5	13	8.0%
4	13	8.0%
7	12	7.4%
6	11	6.8%
8	8	4.9%

Space Separator

Value	Count	Frequency (%)
	120	100.0%

Other Punctuation

Value	Count	Frequency (%)
;	16	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Uppercase Letter

Value	Count	Frequency (%)
E	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	327	51.9%
Common	302	47.9%
Latin	1	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	30	9.2%
구	26	8.0%
서	24	7.3%
길	19	5.8%
울	17	5.2%
호	12	3.7%
동	10	3.1%
시	10	3.1%
경	10	3.1%
기	10	3.1%
Other values (79)	159	48.6%

Common

Value	Count	Frequency (%)
	120	39.7%
1	31	10.3%
3	22	7.3%
0	22	7.3%
;	16	5.3%
9	15	5.0%
2	15	5.0%
5	13	4.3%
4	13	4.3%
7	12	4.0%
Other values (3)	23	7.6%

Latin

Value	Count	Frequency (%)
E	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	327	51.9%
ASCII	303	48.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	120	39.6%
1	31	10.2%
3	22	7.3%
0	22	7.3%
;	16	5.3%
9	15	5.0%
2	15	5.0%
5	13	4.3%
4	13	4.3%
7	12	4.0%
Other values (4)	24	7.9%

Hangul

Value	Count	Frequency (%)
로	30	9.2%
구	26	8.0%
서	24	7.3%
길	19	5.8%
울	17	5.2%
호	12	3.7%
동	10	3.1%
시	10	3.1%
경	10	3.1%
기	10	3.1%
Other values (79)	159	48.6%

본사영문주소
Text

Distinct	29
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Length

Max length	62
Median length	49
Mean length	42.1
Min length	29

Characters and Unicode

Total characters	1263
Distinct characters	50
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	28 ?
Unique (%)	93.3%

Sample

1st row	20 Sindorim-ro 15-gil Guro-gu Seoul
2nd row	47-7; Heolleung-ro 890beon-gil Sujeong-gu Seongnam-si Gyeonggi
3rd row	48 Dobong-ro 30-gil Gangbuk-gu Seoul
4th row	67; Eunbong-ro 75beon-gil Namdong-gu Incheon
5th row	9 Ori-ro 949beon-gil Gwangmyeong-si Gyeonggi

Value	Count	Frequency (%)
seoul	17	11.4%
gyeonggi	10	6.7%
seocho-gu	3	2.0%
incheon	3	2.0%
58	2	1.3%
namdong-gu	2	1.3%
eunhaeng-ro	2	1.3%
songpa-gu	2	1.3%
anyang-si	2	1.3%
dongan-gu	2	1.3%
Other values (101)	104	69.8%

Most occurring characters

Value	Count	Frequency (%)
o	134	10.6%
g	123	9.7%
	119	9.4%
n	114	9.0%
-	92	7.3%
e	79	6.3%
u	64	5.1%
i	53	4.2%
a	49	3.9%
l	43	3.4%
Other values (40)	393	31.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	821	65.0%
Space Separator	119	9.4%
Decimal Number	113	8.9%
Uppercase Letter	100	7.9%
Dash Punctuation	92	7.3%
Other Punctuation	18	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	134	16.3%
g	123	15.0%
n	114	13.9%
e	79	9.6%
u	64	7.8%
i	53	6.5%
a	49	6.0%
l	43	5.2%
r	32	3.9%
s	20	2.4%
Other values (10)	110	13.4%

Uppercase Letter

Value	Count	Frequency (%)
S	33	33.0%
G	20	20.0%
N	6	6.0%
Y	5	5.0%
H	5	5.0%
D	4	4.0%
E	4	4.0%
C	4	4.0%
J	3	3.0%
A	3	3.0%
Other values (7)	13	13.0%

Decimal Number

Value	Count	Frequency (%)
1	15	13.3%
3	14	12.4%
9	14	12.4%
0	13	11.5%
2	12	10.6%
7	11	9.7%
5	10	8.8%
4	10	8.8%
6	9	8.0%
8	5	4.4%

Space Separator

Value	Count	Frequency (%)
	119	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	92	100.0%

Other Punctuation

Value	Count	Frequency (%)
;	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	921	72.9%
Common	342	27.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	134	14.5%
g	123	13.4%
n	114	12.4%
e	79	8.6%
u	64	6.9%
i	53	5.8%
a	49	5.3%
l	43	4.7%
S	33	3.6%
r	32	3.5%
Other values (27)	197	21.4%

Common

Value	Count	Frequency (%)
	119	34.8%
-	92	26.9%
;	18	5.3%
1	15	4.4%
3	14	4.1%
9	14	4.1%
0	13	3.8%
2	12	3.5%
7	11	3.2%
5	10	2.9%
Other values (3)	24	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1263	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	134	10.6%
g	123	9.7%
	119	9.4%
n	114	9.0%
-	92	7.3%
e	79	6.3%
u	64	5.1%
i	53	4.2%
a	49	3.9%
l	43	3.4%
Other values (40)	393	31.1%

본사우편번호
Real number (ℝ)

Distinct	29
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10376.633

Minimum	1162
Maximum	22138
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	402.0 B

Quantile statistics

Minimum	1162
5-th percentile	2518.35
Q1	5914.25
median	7947
Q3	14211.75
95-th percentile	21630.1
Maximum	22138
Range	20976
Interquartile range (IQR)	8297.5

Descriptive statistics

Standard deviation	6114.4444
Coefficient of variation (CV)	0.58925128
Kurtosis	-0.84677269
Mean	10376.633
Median Absolute Deviation (MAD)	4203.5
Skewness	0.53332335
Sum	311299
Variance	37386431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
7241	2	6.7%
8203	1	3.3%
13113	1	3.3%
17558	1	3.3%
16072	1	3.3%
8828	1	3.3%
7691	1	3.3%
4756	1	3.3%
6588	1	3.3%
4373	1	3.3%
Other values (19)	19	63.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1162	1	3.3%
2031	1	3.3%
3114	1	3.3%
4373	1	3.3%
4756	1	3.3%
5269	1	3.3%
5770	1	3.3%
5836	1	3.3%
6149	1	3.3%
6534	1	3.3%

Value	Count	Frequency (%)
22138	1	3.3%
21631	1	3.3%
21629	1	3.3%
18543	1	3.3%
17558	1	3.3%
17120	1	3.3%
16072	1	3.3%
14263	1	3.3%
14058	1	3.3%
14056	1	3.3%

본사전화번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	30
Missing (%)	100.0%
Memory size	402.0 B

본사팩스번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	30
Missing (%)	100.0%
Memory size	402.0 B

자료작성일자
Date

Distinct	3
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Minimum	2014-08-05 00:00:00
Maximum	2014-09-11 00:00:00

Histogram

Histogram with fixed size bins (bins=3)

자료수정일자
Date

Distinct	18
Distinct (%)	60.0%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Minimum	2014-08-05 00:00:00
Maximum	2021-09-06 00:00:00

Histogram

Histogram with fixed size bins (bins=18)

등록일시
Date

Distinct	4
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Minimum	2017-07-20 00:28:00
Maximum	2017-07-23 22:19:00

Histogram

Histogram with fixed size bins (bins=4)

수정일시
Date

Distinct	8
Distinct (%)	26.7%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Minimum	2017-07-24 02:59:00
Maximum	2021-10-18 21:54:00

Histogram

Histogram with fixed size bins (bins=8)

삭제여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	162.0 B

False	30

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	30	100.0%

데이터기준일자
Date

Distinct	2
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	372.0 B

Minimum	2017-07-20 00:00:00
Maximum	2017-07-23 00:00:00

Histogram

Histogram with fixed size bins (bins=2)

First rows
Last rows

	기업정보번호	사업자등록번호	법인등록번호	기업주체명	기업규모명	상장시장명	관리종목여부	외부감사여부	기업존속여부	재무구분명	결산월	창업일자	설립일자	개업일자	상장일자	종업원기준일자	종업원수	한글업체명	영문업체명	약식업체명	한글대표자명	영문대표자명	폐쇄구분명	한글은행지점명	영문은행지점명	한글주요제품명	영문주요제품명	홈페이지URL	본사한글주소	본사영문주소	본사우편번호	본사전화번호	본사팩스번호	자료작성일자	자료수정일자	등록일시	수정일시	삭제여부	데이터기준일자
0	15	113--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1977-03-01	<NA>	2020-04-03	7	천용특수인물	Chunryong Co.	천용특수인물	변**	Byun*	미대상	구로	Guro	기계공구 제조	<NA>	-	서울 구로구 신도림로15길 20	20 Sindorim-ro 15-gil Guro-gu Seoul	8203	<NA>	<NA>	2014-08-05	2014-08-05	2017-07-20 00:28	2017-08-29 03:02	N	2017-07-20
1	17	219--***	11011-********	일반법인	중소기업	대상아님	N	N	Y	제조	12	1989-06-10	<NA>	1999-08-01	<NA>	2015-12-03	6	(주)천우무공	CHON WOO CORPORATION	천우무공	정**	Jeong*	정상	송파동	Songpadong	양궁케이스;악기케이스;낚시가방;가죽가방;봉제품 제조	<NA>	<NA>	경기 성남시 수정구 헌릉로890번길 47-7; 101호	47-7; Heolleung-ro 890beon-gil Sujeong-gu Seongnam-si Gyeonggi	13113	<NA>	<NA>	2014-08-18	2021-09-06	2017-07-23 19:01	2021-10-18 21:54	N	2017-07-23
2	40	210--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1980-04-09	<NA>	2020-06-01	12	천일실업	Chunil Enterprise Co.	천일실업	김**	Kim*	미대상	미아동	Meeahdong	잡화(벨트;장갑;의류부자재;악세사리) 무역	Belt	-	서울 강북구 도봉로30길 48	48 Dobong-ro 30-gil Gangbuk-gu Seoul	1162	<NA>	<NA>	2014-08-05	2014-08-19	2017-07-20 00:28	2017-08-29 03:02	N	2017-07-20
3	43	104--***	11011-********	일반법인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1961-07-04	<NA>	2017-12-31	24	연합화학공업(주)	Yunhap Chemical Ind. Co.;Ltd.	연합화학공업	장**	Jang*	정상	남동공단	<NA>	황산알미늄;수산화알루미늄;황산;가성소다(90%);가성소다(70%);염화알루미늄;A-101;강화프라스틱 제조	Aluminium Sulphate;Poly Alluminium Chloride;Unsaturated Polyenter Res-	<NA>	인천 남동구 은봉로75번길 67	67; Eunbong-ro 75beon-gil Namdong-gu Incheon	21631	<NA>	<NA>	2014-08-05	2018-11-05	2017-07-20 00:28	2021-10-16 20:05	N	2017-07-20
4	49	133--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1990-01-01	<NA>	<NA>	14	청양토이	Chongyang Toy Co.	청양토이	박**	Park*	미대상	광명	<NA>	미키 마우스	Micket Mouse	www.kkumi-nara.com	경기 광명시 오리로949번길 9	9 Ori-ro 949beon-gil Gwangmyeong-si Gyeonggi	14263	<NA>	<NA>	2014-08-05	2014-08-05	2017-07-20 00:28	2017-08-29 03:02	N	2017-07-20
5	73	212--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	0	<NA>	<NA>	1986-06-30	<NA>	2020-03-01	2	청우실업	Chungwoo Industries Co.	청우실업	박**	Park*	미대상	사강정역	<NA>	주방용품;가전제품 도매;제조	<NA>	-	서울 강동구 동남로71길 20-9; 9층	20-9; Dongnam-ro 71-gil Gangdong-gu Seoul	5269	<NA>	<NA>	2014-08-05	2017-02-02	2017-07-20 00:29	2017-07-24 02:59	N	2017-07-20
6	83	134--***	13551-********	일반법인	중소기업	대상아님	N	Y	Y	제조	12	1981-10-12	2001-08-09	2001-07-01	<NA>	2020-12-31	19	청우화학(주)	CHEONGWOO CHEMICAL CO.;LTD.	청우화학	노******	No*	정상	서시화	West Sihwa	인쇄잉크(포장지잉크) 제조	Gravure Ink;Printing Ink	<NA>	경기 화성시 마도면 청원산단5길 149	149; Cheongwonsandan 5-gil Mado-myeon Hwaseong-si Gyeonggi	18543	<NA>	<NA>	2014-08-05	2021-03-17	2017-07-20 00:29	2021-10-16 20:06	N	2017-07-20
7	84	215--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1993-11-01	<NA>	<NA>	2	초이스상사	Choi's Co.	초이스상사	최**	Choi*	미대상	삼성동	<NA>	<NA>	<NA>	<NA>	서울 서초구 논현로 29; 4층	29 Nonhyeon-ro Seocho-gu Seoul	6783	<NA>	<NA>	2014-08-05	2014-08-05	2017-07-20 00:29	2017-08-29 03:02	N	2017-07-20
8	93	131--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1992-07-01	<NA>	2020-03-01	4	천지물산	Chunji Trading Co.	천지물산	이**	Lee*	미대상	주안	Juan	비금속광물 도매	<NA>	-	인천 남구 한나루로 604; 1503호	604 Hannaru-ro Nam-gu Incheon	22138	<NA>	<NA>	2014-08-05	2014-08-05	2017-07-20 00:29	2017-07-24 02:59	N	2017-07-20
9	107	129--***	13111-********	일반법인	중소기업	대상아님	N	N	Y	제조	12	1986-06-19	1996-08-16	1996-08-16	<NA>	2021-08-23	7	(주)쵸이스상사	ChoysIntl.Corp.Ltd.	쵸이스상사	최**	Choe*	정상	분당테크노파크	<NA>	화장도구;신변잡화;플라스틱일반성형제품 제조/화장품 도소매;무역	Cosmetics Brush;Hair Brushes;Sponge Make Up Puffs	http://www.choys.co.kr	경기 성남시 분당구 판교로 700; E동 903호	E-dong; 903-ho; 700; Pangyo-ro Bundang-gu Seongnam-si Gyeonggi	13516	<NA>	<NA>	2014-08-05	2021-08-23	2017-07-20 00:29	2021-10-16 20:06	N	2017-07-20

	기업정보번호	사업자등록번호	법인등록번호	기업주체명	기업규모명	상장시장명	관리종목여부	외부감사여부	기업존속여부	재무구분명	결산월	창업일자	설립일자	개업일자	상장일자	종업원기준일자	종업원수	한글업체명	영문업체명	약식업체명	한글대표자명	영문대표자명	폐쇄구분명	한글은행지점명	영문은행지점명	한글주요제품명	영문주요제품명	홈페이지URL	본사한글주소	본사영문주소	본사우편번호	본사전화번호	본사팩스번호	자료작성일자	자료수정일자	등록일시	수정일시	삭제여부	데이터기준일자
20	227	213--***	11011-********	일반법인	중소기업	대상아님	N	N	Y	제조	12	1987-10-10	1995-07-01	1995-08-01	<NA>	2020-12-29	40	(주)카파맥스	Kapamax Co.;Ltd.	카파맥스	김**	Kim*	정상	양재	Yangjae	서류함;책꽂이;연필깎이 제조	<NA>	www.kapamax.co.kr	경기 용인시 처인구 남사면 처인성로 487	487; Cheoinseong-ro Namsa-myeon Cheoin-gu Yongin-si Gyeonggi	17120	<NA>	<NA>	2014-08-05	2021-09-03	2017-07-20 00:29	2021-10-16 20:06	N	2017-07-20
21	229	106--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1992-01-04	<NA>	2020-06-01	4	케이시인터내셔날	K.C International Co.	케이시인터내셔날	정**	Jeong*	미대상	원효로	Wonhyoro	가전제품부품 도매;무역	<NA>	-	서울 용산구 청파로 40; 1714호	40 Cheongpa-ro Yongsan-gu Seoul	4373	<NA>	<NA>	2014-08-05	2014-08-05	2017-07-20 00:29	2017-08-29 03:02	N	2017-07-20
22	243	114--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	0	<NA>	<NA>	1999-06-10	<NA>	2020-03-12	1	코방상사	Kobang Co.	코방상사	방**	Bang*	미대상	방배	Bangbae	면직물 도매;오퍼	<NA>	-	서울 서초구 서초대로29길 10-19	10-19 Seocho-daero 29-gil Seocho-gu Seoul	6588	<NA>	<NA>	2014-08-05	2014-08-05	2017-07-20 00:29	2017-08-29 03:02	N	2017-07-20
23	269	206--***	11011-********	일반법인	중소기업	대상아님	N	N	Y	제조	12	1994-03-01	<NA>	1996-05-02	<NA>	2017-01-16	8	(주)케이원인터내셔날	K'WON INTERNATIONAL CO.;LTD.	케이원인터내셔날	이**	Lee*	정상	마장동	Majangdong	밧데리 제조/무역/부동산 임대	BATTERY	<NA>	서울 성동구 마장로35나길 37	37; Majang-ro 35na-gil Seongdong-gu Seoul	4756	<NA>	<NA>	2014-08-05	2021-03-19	2017-07-20 00:29	2021-10-16 20:06	N	2017-07-20
24	274	116--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1987-01-05	<NA>	2020-06-01	2	케이앤드씨인터내셔날	K & C International Co.	케이앤드씨인터내셔날	김**	Kim*	미대상	여의도	Yeouido	알미늄제품 수출입	<NA>	-	서울 영등포구 은행로 58; 1301호	58 Eunhaeng-ro Yeongdeungpo-gu Seoul	7241	<NA>	<NA>	2014-08-05	2014-08-05	2017-07-20 00:29	2017-08-29 03:02	N	2017-07-20
25	276	105--***	11011-********	일반법인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1993-05-03	<NA>	2020-06-01	2	케이월드통상(주)	K-World Corp.	케이월드통상	진**	Jin*	폐쇄	동교	Donggyo	나이론;면섬유 도매;무역	100%Nylon Woven Fabric;Cotton Woven Fabric	-	서울 강서구 강서로 266; 122동 1604호	266; Gangseo-ro Gangseo-gu Seoul	7691	<NA>	<NA>	2014-08-05	2016-09-12	2017-07-20 00:29	2017-12-15 20:02	N	2017-07-20
26	285	112--***	11011-********	일반법인	중소기업	대상아님	N	N	Y	제조	12	1991-06-01	<NA>	1995-05-10	<NA>	2016-04-18	16	(주)캡토피아	Captopia Co.;Ltd.	캡토피아	김**	Kim*	정상	신림로	Sinrimro	모자;화섬직;의류;가방 도소매;수출입;대리;제조	<NA>	www.captopia.co.kr	서울 관악구 신림로36길 22	22; Sillim-ro 36-gil Gwanak-gu Seoul	8828	<NA>	<NA>	2014-08-05	2017-04-18	2017-07-20 00:29	2019-05-15 20:05	N	2017-07-20
27	286	209--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1993-05-01	<NA>	2020-04-01	2	코다상사	Coda Corp.	코다상사	박**	Park*	미대상	서여의도	West Yeouido	주방용품 도소매;무역	<NA>	-	서울 영등포구 은행로 58; 808호	58 Eunhaeng-ro Yeongdeungpo-gu Seoul	7241	<NA>	<NA>	2014-08-05	2014-08-05	2017-07-20 00:29	2017-08-29 03:02	N	2017-07-20
28	290	219--***	<NA>	개인	중소기업	대상아님	N	N	Y	제조	12	<NA>	<NA>	1992-07-25	<NA>	2015-03-06	20	KNJ엔지니어링	KNJ ENGIEERING INC.	KNJ엔지니어링	김**	Kim*	미대상	잠실	Jamsil	대기오염측정기;일반환경대기;실내공기시료채취기기;상시감시시스템 제조;수출입/소프트웨어 개발;공급;학술연구용역	<NA>	www.knj-eng.co.kr	경기 의왕시 오전공업길 19; 5층 506호	19; Ojeongongeop-gil Uiwang-si Gyeonggi	16072	<NA>	<NA>	2014-09-11	2016-12-13	2017-07-23 22:19	2017-08-29 06:21	N	2017-07-23
29	293	229--***	11011-********	일반법인	중소기업	대상아님	N	N	Y	제조	12	1993-05-11	1997-10-09	1997-10-01	<NA>	2017-05-17	32	케이제이테크노(주)	KJ Techno Co.;Ltd.	케이제이테크노	주**	Ju*	정상	평택	<NA>	자동차부품;공작기계;철강재 가공;무역;도매/부동산 임대/오퍼;A/S	<NA>	www.kjtechno.com	경기 안성시 공도읍 신두만곡로 173	173; Sindumangok-ro Gongdo-eup Anseong-si Gyeonggi	17558	<NA>	<NA>	2014-08-05	2021-09-03	2017-07-20 00:29	2021-10-16 20:06	N	2017-07-20

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Open Punctuation

Close Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Most occurring characters