gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	9174
Missing cells	111806
Missing cells (%)	25.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.5 MiB
Average record size in memory	404.0 B

Variable types

Categorical	17
Text	7
DateTime	4
Unsupported	7
Numeric	10
Boolean	2

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),위생업태명,건물지상층수,건물지하층수,사용시작지상층,사용끝지상층,사용시작지하층,사용끝지하층,한실수,양실수,욕실수,발한실여부,좌석수,조건부허가신고사유,조건부허가시작일자,조건부허가종료일자,건물소유구분명,세탁기수,여성종사자수,남성종사자수,회수건조수,침대수,다중이용업소여부
Author	강남구
URL	https://data.seoul.go.kr/dataList/OA-17924/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`사용시작지하층` is highly imbalanced (60.1%)	Imbalance
`사용끝지하층` is highly imbalanced (72.9%)	Imbalance
`발한실여부` is highly imbalanced (99.2%)	Imbalance
`건물소유구분명` is highly imbalanced (57.5%)	Imbalance
`남성종사자수` is highly imbalanced (57.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (98.6%)	Imbalance
`인허가취소일자` has 9174 (100.0%) missing values	Missing
`폐업일자` has 2951 (32.2%) missing values	Missing
`휴업시작일자` has 9174 (100.0%) missing values	Missing
`휴업종료일자` has 9174 (100.0%) missing values	Missing
`재개업일자` has 9174 (100.0%) missing values	Missing
`전화번호` has 4616 (50.3%) missing values	Missing
`도로명주소` has 2585 (28.2%) missing values	Missing
`도로명우편번호` has 2630 (28.7%) missing values	Missing
`좌표정보(X)` has 106 (1.2%) missing values	Missing
`좌표정보(Y)` has 106 (1.2%) missing values	Missing
`건물지상층수` has 2675 (29.2%) missing values	Missing
`건물지하층수` has 2954 (32.2%) missing values	Missing
`사용시작지상층` has 5695 (62.1%) missing values	Missing
`사용끝지상층` has 5914 (64.5%) missing values	Missing
`발한실여부` has 1948 (21.2%) missing values	Missing
`좌석수` has 2004 (21.8%) missing values	Missing
`조건부허가신고사유` has 9174 (100.0%) missing values	Missing
`조건부허가시작일자` has 9174 (100.0%) missing values	Missing
`조건부허가종료일자` has 9174 (100.0%) missing values	Missing
`여성종사자수` has 6729 (73.3%) missing values	Missing
`침대수` has 4857 (52.9%) missing values	Missing
`다중이용업소여부` has 1813 (19.8%) missing values	Missing
`도로명우편번호` is highly skewed (γ1 = 39.25021328)	Skewed
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가신고사유` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 4923 (53.7%) zeros	Zeros
`건물지하층수` has 5213 (56.8%) zeros	Zeros
`사용시작지상층` has 1148 (12.5%) zeros	Zeros
`사용끝지상층` has 298 (3.2%) zeros	Zeros
`좌석수` has 746 (8.1%) zeros	Zeros
`여성종사자수` has 2427 (26.5%) zeros	Zeros
`침대수` has 2728 (29.7%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:06:57.385527
Analysis finished	2024-05-11 06:07:01.589239
Duration	4.2 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

3220000	9174

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3220000
2nd row	3220000
3rd row	3220000
4th row	3220000
5th row	3220000

Common Values

Value	Count	Frequency (%)
3220000	9174	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3220000	9174	100.0%

관리번호
Text

UNIQUE

Distinct	9174
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	201828
Distinct characters	11
Distinct categories	2 ?
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	9174 ?
Unique (%)	100.0%

Sample

1st row	3220000-204-1945-00831
2nd row	3220000-204-1971-01811
3rd row	3220000-204-1974-01667
4th row	3220000-204-1974-01875
5th row	3220000-204-1975-01870

Value	Count	Frequency (%)
3220000-204-1945-00831	1	< 0.1%
3220000-212-2019-00045	1	< 0.1%
3220000-212-2019-00047	1	< 0.1%
3220000-212-2019-00040	1	< 0.1%
3220000-212-2019-00041	1	< 0.1%
3220000-212-2019-00042	1	< 0.1%
3220000-212-2019-00043	1	< 0.1%
3220000-212-2019-00044	1	< 0.1%
3220000-212-2019-00038	1	< 0.1%
3220000-212-2019-00037	1	< 0.1%
Other values (9164)	9164	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	76465	37.9%
2	42677	21.1%
-	27522	13.6%
1	18828	9.3%
3	13448	6.7%
4	5862	2.9%
9	5464	2.7%
5	3287	1.6%
8	3003	1.5%
6	2683	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	174306	86.4%
Dash Punctuation	27522	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	76465	43.9%
2	42677	24.5%
1	18828	10.8%
3	13448	7.7%
4	5862	3.4%
9	5464	3.1%
5	3287	1.9%
8	3003	1.7%
6	2683	1.5%
7	2589	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	27522	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	201828	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	76465	37.9%
2	42677	21.1%
-	27522	13.6%
1	18828	9.3%
3	13448	6.7%
4	5862	2.9%
9	5464	2.7%
5	3287	1.6%
8	3003	1.5%
6	2683	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	201828	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	76465	37.9%
2	42677	21.1%
-	27522	13.6%
1	18828	9.3%
3	13448	6.7%
4	5862	2.9%
9	5464	2.7%
5	3287	1.6%
8	3003	1.5%
6	2683	1.3%

인허가일자
Date

Distinct	5047
Distinct (%)	55.0%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

Minimum	1945-10-18 00:00:00
Maximum	2024-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	9174
Missing (%)	100.0%
Memory size	80.8 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

3	6223
1	2951

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	6223	67.8%
1	2951	32.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	6223	67.8%
1	2951	32.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

폐업	6223
영업/정상	2951

Length

Max length	5
Median length	2
Mean length	2.9650098
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	6223	67.8%
영업/정상	2951	32.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	6223	67.8%
영업/정상	2951	32.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

2	6223
1	2951

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	6223	67.8%
1	2951	32.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	6223	67.8%
1	2951	32.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

폐업	6223
영업	2951

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	6223	67.8%
영업	2951	32.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	6223	67.8%
영업	2951	32.2%

폐업일자
Date

MISSING

Distinct	3667
Distinct (%)	58.9%
Missing	2951
Missing (%)	32.2%
Memory size	71.8 KiB

Minimum	1991-05-31 00:00:00
Maximum	2024-05-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	9174
Missing (%)	100.0%
Memory size	80.8 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	9174
Missing (%)	100.0%
Memory size	80.8 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	9174
Missing (%)	100.0%
Memory size	80.8 KiB

전화번호
Text

MISSING

Distinct	4109
Distinct (%)	90.1%
Missing	4616
Missing (%)	50.3%
Memory size	71.8 KiB

Length

Max length	12
Median length	10
Mean length	10.258885
Min length	2

Characters and Unicode

Total characters	46760
Distinct characters	11
Distinct categories	2 ?
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	3784 ?
Unique (%)	83.0%

Sample

1st row	02 5551754
2nd row	0205490142
3rd row	02 5483285
4th row	0205439705
5th row	02 5423853

Value	Count	Frequency (%)
02	3200	36.5%
070	53	0.6%
515	45	0.5%
511	43	0.5%
545	33	0.4%
540	30	0.3%
00000	30	0.3%
518	30	0.3%
555	28	0.3%
542	27	0.3%
Other values (4127)	5258	59.9%

Most occurring characters

Value	Count	Frequency (%)
0	7371	15.8%
2	6880	14.7%
5	6549	14.0%
	5473	11.7%
4	4318	9.2%
1	3079	6.6%
3	2971	6.4%
6	2870	6.1%
7	2778	5.9%
8	2516	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	41287	88.3%
Space Separator	5473	11.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7371	17.9%
2	6880	16.7%
5	6549	15.9%
4	4318	10.5%
1	3079	7.5%
3	2971	7.2%
6	2870	7.0%
7	2778	6.7%
8	2516	6.1%
9	1955	4.7%

Space Separator

Value	Count	Frequency (%)
	5473	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	46760	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7371	15.8%
2	6880	14.7%
5	6549	14.0%
	5473	11.7%
4	4318	9.2%
1	3079	6.6%
3	2971	6.4%
6	2870	6.1%
7	2778	5.9%
8	2516	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46760	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7371	15.8%
2	6880	14.7%
5	6549	14.0%
	5473	11.7%
4	4318	9.2%
1	3079	6.6%
3	2971	6.4%
6	2870	6.1%
7	2778	5.9%
8	2516	5.4%

소재지면적
Text

Distinct	4355
Distinct (%)	47.5%
Missing	3
Missing (%)	< 0.1%
Memory size	71.8 KiB

Length

Max length	10
Median length	5
Mean length	5.2070658
Min length	3

Characters and Unicode

Total characters	47754
Distinct characters	12
Distinct categories	2 ?
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	3000 ?
Unique (%)	32.7%

Sample

1st row	106.02
2nd row	14.72
3rd row	12.88
4th row	22.50
5th row	30.00

Value	Count	Frequency (%)
33.00	218	2.4%
00	151	1.6%
66.00	90	1.0%
30.00	78	0.9%
99.00	76	0.8%
49.50	71	0.8%
26.40	70	0.8%
50.00	58	0.6%
40.00	54	0.6%
20.00	53	0.6%
Other values (4345)	8252	90.0%

Most occurring characters

Value	Count	Frequency (%)
.	9171	19.2%
0	8247	17.3%
1	4763	10.0%
2	4093	8.6%
3	3806	8.0%
4	3313	6.9%
5	3233	6.8%
6	3164	6.6%
9	2773	5.8%
8	2739	5.7%
Other values (2)	2452	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38579	80.8%
Other Punctuation	9175	19.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8247	21.4%
1	4763	12.3%
2	4093	10.6%
3	3806	9.9%
4	3313	8.6%
5	3233	8.4%
6	3164	8.2%
9	2773	7.2%
8	2739	7.1%
7	2448	6.3%

Other Punctuation

Value	Count	Frequency (%)
.	9171	> 99.9%
,	4	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	47754	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	9171	19.2%
0	8247	17.3%
1	4763	10.0%
2	4093	8.6%
3	3806	8.0%
4	3313	6.9%
5	3233	6.8%
6	3164	6.6%
9	2773	5.8%
8	2739	5.7%
Other values (2)	2452	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47754	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	9171	19.2%
0	8247	17.3%
1	4763	10.0%
2	4093	8.6%
3	3806	8.0%
4	3313	6.9%
5	3233	6.8%
6	3164	6.6%
9	2773	5.8%
8	2739	5.7%
Other values (2)	2452	5.1%

소재지우편번호
Text

Distinct	384
Distinct (%)	4.2%
Missing	1
Missing (%)	< 0.1%
Memory size	71.8 KiB

Length

Max length	7
Median length	6
Mean length	6.1280933
Min length	6

Characters and Unicode

Total characters	56213
Distinct characters	11
Distinct categories	2 ?
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	53 ?
Unique (%)	0.6%

Sample

1st row	135878
2nd row	135190
3rd row	135952
4th row	135948
5th row	135887

Value	Count	Frequency (%)
135897	405	4.4%
135896	205	2.2%
135891	203	2.2%
135827	187	2.0%
135954	187	2.0%
135825	157	1.7%
135841	140	1.5%
135889	120	1.3%
135890	116	1.3%
135840	116	1.3%
Other values (374)	7337	80.0%

Most occurring characters

Value	Count	Frequency (%)
5	11650	20.7%
1	11360	20.2%
3	10935	19.5%
8	6378	11.3%
9	5965	10.6%
2	1996	3.6%
0	1886	3.4%
4	1828	3.3%
7	1742	3.1%
6	1298	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	55038	97.9%
Dash Punctuation	1175	2.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11650	21.2%
1	11360	20.6%
3	10935	19.9%
8	6378	11.6%
9	5965	10.8%
2	1996	3.6%
0	1886	3.4%
4	1828	3.3%
7	1742	3.2%
6	1298	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1175	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	56213	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	11650	20.7%
1	11360	20.2%
3	10935	19.5%
8	6378	11.3%
9	5965	10.6%
2	1996	3.6%
0	1886	3.4%
4	1828	3.3%
7	1742	3.1%
6	1298	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	56213	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11650	20.7%
1	11360	20.2%
3	10935	19.5%
8	6378	11.3%
9	5965	10.6%
2	1996	3.6%
0	1886	3.4%
4	1828	3.3%
7	1742	3.1%
6	1298	2.3%

지번주소
Text

Distinct	7274
Distinct (%)	79.3%
Missing	1
Missing (%)	< 0.1%
Memory size	71.8 KiB

Length

Max length	61
Median length	50
Mean length	25.235256
Min length	15

Characters and Unicode

Total characters	231483
Distinct characters	481
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	6051 ?
Unique (%)	66.0%

Sample

1st row	서울특별시 강남구 삼성동 152-62번지
2nd row	서울특별시 강남구 세곡동 118번지
3rd row	서울특별시 강남구 청담동 50-2번지
4th row	서울특별시 강남구 청담동 4-9번지
5th row	서울특별시 강남구 신사동 510-0번지

Value	Count	Frequency (%)
서울특별시	9172	21.2%
강남구	9170	21.2%
신사동	1825	4.2%
역삼동	1796	4.1%
논현동	1545	3.6%
청담동	1064	2.5%
대치동	1051	2.4%
삼성동	703	1.6%
지상1층	645	1.5%
개포동	395	0.9%
Other values (6979)	15926	36.8%

Most occurring characters

Value	Count	Frequency (%)
	41222	17.8%
1	9983	4.3%
동	9421	4.1%
서	9367	4.0%
시	9307	4.0%
구	9299	4.0%
남	9298	4.0%
강	9271	4.0%
울	9194	4.0%
별	9174	4.0%
Other values (471)	105947	45.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	135195	58.4%
Decimal Number	45341	19.6%
Space Separator	41222	17.8%
Dash Punctuation	8232	3.6%
Uppercase Letter	718	0.3%
Other Punctuation	290	0.1%
Close Punctuation	169	0.1%
Open Punctuation	169	0.1%
Lowercase Letter	113	< 0.1%
Math Symbol	32	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	9421	7.0%
서	9367	6.9%
시	9307	6.9%
구	9299	6.9%
남	9298	6.9%
강	9271	6.9%
울	9194	6.8%
별	9174	6.8%
특	9172	6.8%
지	8293	6.1%
Other values (402)	43399	32.1%

Uppercase Letter

Value	Count	Frequency (%)
S	99	13.8%
A	98	13.6%
B	76	10.6%
E	48	6.7%
T	41	5.7%
R	36	5.0%
P	28	3.9%
I	27	3.8%
C	23	3.2%
J	23	3.2%
Other values (15)	219	30.5%

Lowercase Letter

Value	Count	Frequency (%)
i	12	10.6%
e	12	10.6%
l	11	9.7%
n	10	8.8%
r	10	8.8%
a	8	7.1%
y	6	5.3%
t	6	5.3%
p	5	4.4%
g	5	4.4%
Other values (10)	28	24.8%

Decimal Number

Value	Count	Frequency (%)
1	9983	22.0%
2	6112	13.5%
6	4800	10.6%
3	3969	8.8%
5	3965	8.7%
0	3882	8.6%
4	3293	7.3%
7	3154	7.0%
8	3112	6.9%
9	3071	6.8%

Other Punctuation

Value	Count	Frequency (%)
,	224	77.2%
.	46	15.9%
/	10	3.4%
&	5	1.7%
'	4	1.4%
*	1	0.3%

Math Symbol

Value	Count	Frequency (%)
~	26	81.2%
>	3	9.4%
<	3	9.4%

Space Separator

Value	Count	Frequency (%)
	41222	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8232	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	169	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	169	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	135191	58.4%
Common	95455	41.2%
Latin	833	0.4%
Han	4	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	9421	7.0%
서	9367	6.9%
시	9307	6.9%
구	9299	6.9%
남	9298	6.9%
강	9271	6.9%
울	9194	6.8%
별	9174	6.8%
특	9172	6.8%
지	8293	6.1%
Other values (398)	43395	32.1%

Latin

Value	Count	Frequency (%)
S	99	11.9%
A	98	11.8%
B	76	9.1%
E	48	5.8%
T	41	4.9%
R	36	4.3%
P	28	3.4%
I	27	3.2%
C	23	2.8%
J	23	2.8%
Other values (36)	334	40.1%

Common

Value	Count	Frequency (%)
	41222	43.2%
1	9983	10.5%
-	8232	8.6%
2	6112	6.4%
6	4800	5.0%
3	3969	4.2%
5	3965	4.2%
0	3882	4.1%
4	3293	3.4%
7	3154	3.3%
Other values (13)	6843	7.2%

Han

Value	Count	Frequency (%)
苑	1	25.0%
秘	1	25.0%
錦	1	25.0%
奉	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	135190	58.4%
ASCII	96286	41.6%
CJK	4	< 0.1%
Number Forms	2	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	41222	42.8%
1	9983	10.4%
-	8232	8.5%
2	6112	6.3%
6	4800	5.0%
3	3969	4.1%
5	3965	4.1%
0	3882	4.0%
4	3293	3.4%
7	3154	3.3%
Other values (58)	7674	8.0%

Hangul

Value	Count	Frequency (%)
동	9421	7.0%
서	9367	6.9%
시	9307	6.9%
구	9299	6.9%
남	9298	6.9%
강	9271	6.9%
울	9194	6.8%
별	9174	6.8%
특	9172	6.8%
지	8293	6.1%
Other values (397)	43394	32.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

CJK

Value	Count	Frequency (%)
苑	1	25.0%
秘	1	25.0%
錦	1	25.0%
奉	1	25.0%

Compat Jamo

Value	Count	Frequency (%)
ㅣ	1	100.0%

도로명주소
Text

MISSING

Distinct	5958
Distinct (%)	90.4%
Missing	2585
Missing (%)	28.2%
Memory size	71.8 KiB

Length

Max length	77
Median length	58
Mean length	35.627713
Min length	19

Characters and Unicode

Total characters	234751
Distinct characters	485
Distinct categories	11 ?
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	5457 ?
Unique (%)	82.8%

Sample

1st row	서울특별시 강남구 도산대로30길 23 (논현동)
2nd row	서울특별시 강남구 압구정로 212 (신사동)
3rd row	서울특별시 강남구 언주로 317 (역삼동)
4th row	서울특별시 강남구 압구정로29길 71 (압구정동,(2동 지하 4호))
5th row	서울특별시 강남구 남부순환로 2917 (대치동,(청실상가 314호))

Value	Count	Frequency (%)
서울특별시	6588	14.9%
강남구	6587	14.9%
역삼동	1257	2.9%
지상1층	1127	2.6%
신사동	1119	2.5%
논현동	969	2.2%
지상2층	916	2.1%
청담동	681	1.5%
지하1층	581	1.3%
대치동	545	1.2%
Other values (3817)	23708	53.8%

Most occurring characters

Value	Count	Frequency (%)
	37500	16.0%
1	11629	5.0%
,	7912	3.4%
남	7631	3.3%
동	7464	3.2%
강	7450	3.2%
2	7277	3.1%
구	7178	3.1%
시	6754	2.9%
서	6740	2.9%
Other values (475)	127216	54.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	132534	56.5%
Decimal Number	41665	17.7%
Space Separator	37500	16.0%
Other Punctuation	7962	3.4%
Close Punctuation	6665	2.8%
Open Punctuation	6665	2.8%
Uppercase Letter	936	0.4%
Dash Punctuation	685	0.3%
Lowercase Letter	93	< 0.1%
Math Symbol	43	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
남	7631	5.8%
동	7464	5.6%
강	7450	5.6%
구	7178	5.4%
시	6754	5.1%
서	6740	5.1%
로	6717	5.1%
울	6614	5.0%
별	6591	5.0%
특	6588	5.0%
Other values (404)	62807	47.4%

Uppercase Letter

Value	Count	Frequency (%)
B	261	27.9%
S	115	12.3%
A	92	9.8%
E	54	5.8%
H	39	4.2%
R	36	3.8%
C	29	3.1%
T	28	3.0%
K	28	3.0%
I	28	3.0%
Other values (15)	226	24.1%

Lowercase Letter

Value	Count	Frequency (%)
i	10	10.8%
e	9	9.7%
l	9	9.7%
r	8	8.6%
n	8	8.6%
a	6	6.5%
t	5	5.4%
s	5	5.4%
y	5	5.4%
g	4	4.3%
Other values (10)	24	25.8%

Decimal Number

Value	Count	Frequency (%)
1	11629	27.9%
2	7277	17.5%
3	4552	10.9%
0	4147	10.0%
4	3385	8.1%
5	3008	7.2%
6	2425	5.8%
8	1963	4.7%
7	1873	4.5%
9	1406	3.4%

Other Punctuation

Value	Count	Frequency (%)
,	7912	99.4%
.	38	0.5%
&	4	0.1%
/	4	0.1%
'	3	< 0.1%
*	1	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	41	95.3%
>	1	2.3%
<	1	2.3%

Close Punctuation

Value	Count	Frequency (%)
)	6660	99.9%
]	5	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	6660	99.9%
[	5	0.1%

Space Separator

Value	Count	Frequency (%)
	37500	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	685	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	132530	56.5%
Common	101185	43.1%
Latin	1032	0.4%
Han	4	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
남	7631	5.8%
동	7464	5.6%
강	7450	5.6%
구	7178	5.4%
시	6754	5.1%
서	6740	5.1%
로	6717	5.1%
울	6614	5.0%
별	6591	5.0%
특	6588	5.0%
Other values (400)	62803	47.4%

Latin

Value	Count	Frequency (%)
B	261	25.3%
S	115	11.1%
A	92	8.9%
E	54	5.2%
H	39	3.8%
R	36	3.5%
C	29	2.8%
T	28	2.7%
K	28	2.7%
I	28	2.7%
Other values (36)	322	31.2%

Common

Value	Count	Frequency (%)
	37500	37.1%
1	11629	11.5%
,	7912	7.8%
2	7277	7.2%
)	6660	6.6%
(	6660	6.6%
3	4552	4.5%
0	4147	4.1%
4	3385	3.3%
5	3008	3.0%
Other values (15)	8455	8.4%

Han

Value	Count	Frequency (%)
奉	1	25.0%
苑	1	25.0%
秘	1	25.0%
錦	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	132530	56.5%
ASCII	102214	43.5%
CJK	4	< 0.1%
Number Forms	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	37500	36.7%
1	11629	11.4%
,	7912	7.7%
2	7277	7.1%
)	6660	6.5%
(	6660	6.5%
3	4552	4.5%
0	4147	4.1%
4	3385	3.3%
5	3008	2.9%
Other values (60)	9484	9.3%

Hangul

Value	Count	Frequency (%)
남	7631	5.8%
동	7464	5.6%
강	7450	5.6%
구	7178	5.4%
시	6754	5.1%
서	6740	5.1%
로	6717	5.1%
울	6614	5.0%
별	6591	5.0%
특	6588	5.0%
Other values (400)	62803	47.4%

Number Forms

Value	Count	Frequency (%)
Ⅱ	3	100.0%

CJK

Value	Count	Frequency (%)
奉	1	25.0%
苑	1	25.0%
秘	1	25.0%
錦	1	25.0%

도로명우편번호
Real number (ℝ)

MISSING SKEWED

Distinct	349
Distinct (%)	5.3%
Missing	2630
Missing (%)	28.7%
Infinite	0
Infinite (%)	0.0%
Mean	6134.5853

Minimum	4794
Maximum	16489
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	4794
5-th percentile	6015
Q1	6035
median	6119
Q3	6208
95-th percentile	6325
Maximum	16489
Range	11695
Interquartile range (IQR)	173

Descriptive statistics

Standard deviation	162.96703
Coefficient of variation (CV)	0.026565289
Kurtosis	2491.0254
Mean	6134.5853
Median Absolute Deviation (MAD)	84
Skewness	39.250213
Sum	40144726
Variance	26558.254
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6018	167	1.8%
6035	122	1.3%
6017	114	1.2%
6019	110	1.2%
6120	95	1.0%
6014	86	0.9%
6028	85	0.9%
6119	80	0.9%
6129	79	0.9%
6030	73	0.8%
Other values (339)	5533	60.3%
(Missing)	2630	28.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4794	1	< 0.1%
6000	17	0.2%
6001	7	0.1%
6002	13	0.1%
6004	10	0.1%
6005	5	0.1%
6006	7	0.1%
6008	1	< 0.1%
6009	1	< 0.1%
6010	38	0.4%

Value	Count	Frequency (%)
16489	1	< 0.1%
6378	1	< 0.1%
6377	1	< 0.1%
6376	18	0.2%
6375	2	< 0.1%
6374	4	< 0.1%
6373	17	0.2%
6372	13	0.1%
6370	3	< 0.1%
6369	2	< 0.1%

사업장명
Text

Distinct	8044
Distinct (%)	87.7%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

Length

Max length	42
Median length	35
Mean length	6.7710922
Min length	1

Characters and Unicode

Total characters	62118
Distinct characters	928
Distinct categories	14 ?
Distinct scripts	4 ?
Distinct blocks	7 ?

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

Unique

Unique	7230 ?
Unique (%)	78.8%

Sample

1st row	고원혜구뜨
2nd row	새로나
3rd row	킴스헤어라인
4th row	윤희
5th row	서지희

Value	Count	Frequency (%)
헤어	168	1.4%
에스테틱	152	1.2%
네일	80	0.6%
hair	74	0.6%
nail	65	0.5%
더	56	0.5%
미용실	54	0.4%
뷰티	53	0.4%
스파	47	0.4%
beauty	43	0.3%
Other values (8614)	11646	93.6%

Most occurring characters

Value	Count	Frequency (%)
	3268	5.3%
어	2423	3.9%
헤	2244	3.6%
스	2157	3.5%
이	1647	2.7%
미	1309	2.1%
리	1106	1.8%
)	994	1.6%
(	992	1.6%
에	923	1.5%
Other values (918)	45055	72.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	48325	77.8%
Lowercase Letter	4097	6.6%
Uppercase Letter	3515	5.7%
Space Separator	3268	5.3%
Close Punctuation	998	1.6%
Open Punctuation	996	1.6%
Decimal Number	486	0.8%
Other Punctuation	378	0.6%
Dash Punctuation	32	0.1%
Connector Punctuation	9	< 0.1%
Other values (4)	14	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	2423	5.0%
헤	2244	4.6%
스	2157	4.5%
이	1647	3.4%
미	1309	2.7%
리	1106	2.3%
에	923	1.9%
티	812	1.7%
라	795	1.6%
아	789	1.6%
Other values (828)	34120	70.6%

Lowercase Letter

Value	Count	Frequency (%)
a	517	12.6%
e	454	11.1%
i	394	9.6%
o	307	7.5%
n	299	7.3%
l	285	7.0%
r	229	5.6%
t	210	5.1%
u	186	4.5%
s	178	4.3%
Other values (16)	1038	25.3%

Uppercase Letter

Value	Count	Frequency (%)
A	384	10.9%
E	258	7.3%
N	245	7.0%
S	240	6.8%
O	233	6.6%
L	227	6.5%
I	221	6.3%
H	210	6.0%
B	209	5.9%
R	163	4.6%
Other values (16)	1125	32.0%

Other Punctuation

Value	Count	Frequency (%)
.	106	28.0%
&	103	27.2%
?	66	17.5%
,	33	8.7%
#	24	6.3%
'	23	6.1%
:	15	4.0%
＆	3	0.8%
!	2	0.5%
@	1	0.3%
Other values (2)	2	0.5%

Decimal Number

Value	Count	Frequency (%)
1	107	22.0%
2	93	19.1%
0	59	12.1%
5	43	8.8%
3	42	8.6%
4	40	8.2%
7	29	6.0%
8	27	5.6%
6	24	4.9%
9	22	4.5%

Math Symbol

Value	Count	Frequency (%)
+	3	37.5%
×	2	25.0%
<	1	12.5%
>	1	12.5%
=	1	12.5%

Close Punctuation

Value	Count	Frequency (%)
)	994	99.6%
]	4	0.4%

Open Punctuation

Value	Count	Frequency (%)
(	992	99.6%
[	4	0.4%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	66.7%
Ⅰ	1	33.3%

Space Separator

Value	Count	Frequency (%)
	3268	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	9	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Modifier Letter

Value	Count	Frequency (%)
ː	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	48309	77.8%
Latin	7615	12.3%
Common	6178	9.9%
Han	16	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	2423	5.0%
헤	2244	4.6%
스	2157	4.5%
이	1647	3.4%
미	1309	2.7%
리	1106	2.3%
에	923	1.9%
티	812	1.7%
라	795	1.6%
아	789	1.6%
Other values (817)	34104	70.6%

Latin

Value	Count	Frequency (%)
a	517	6.8%
e	454	6.0%
i	394	5.2%
A	384	5.0%
o	307	4.0%
n	299	3.9%
l	285	3.7%
E	258	3.4%
N	245	3.2%
S	240	3.2%
Other values (44)	4232	55.6%

Common

Value	Count	Frequency (%)
	3268	52.9%
)	994	16.1%
(	992	16.1%
1	107	1.7%
.	106	1.7%
&	103	1.7%
2	93	1.5%
?	66	1.1%
0	59	1.0%
5	43	0.7%
Other values (26)	347	5.6%

Han

Value	Count	Frequency (%)
美	5	31.2%
安	2	12.5%
娟	1	6.2%
院	1	6.2%
靑	1	6.2%
澹	1	6.2%
后	1	6.2%
情	1	6.2%
粧	1	6.2%
光	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	48308	77.8%
ASCII	13784	22.2%
CJK	16	< 0.1%
None	5	< 0.1%
Number Forms	3	< 0.1%
Modifier Letters	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3268	23.7%
)	994	7.2%
(	992	7.2%
a	517	3.8%
e	454	3.3%
i	394	2.9%
A	384	2.8%
o	307	2.2%
n	299	2.2%
l	285	2.1%
Other values (75)	5890	42.7%

Hangul

Value	Count	Frequency (%)
어	2423	5.0%
헤	2244	4.6%
스	2157	4.5%
이	1647	3.4%
미	1309	2.7%
리	1106	2.3%
에	923	1.9%
티	812	1.7%
라	795	1.6%
아	789	1.6%
Other values (816)	34103	70.6%

CJK

Value	Count	Frequency (%)
美	5	31.2%
安	2	12.5%
娟	1	6.2%
院	1	6.2%
靑	1	6.2%
澹	1	6.2%
后	1	6.2%
情	1	6.2%
粧	1	6.2%
光	1	6.2%

None

Value	Count	Frequency (%)
＆	3	60.0%
×	2	40.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	66.7%
Ⅰ	1	33.3%

Modifier Letters

Value	Count	Frequency (%)
ː	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅏ	1	100.0%

최종수정일자
Date

Distinct	7557
Distinct (%)	82.4%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

Minimum	1999-01-18 00:00:00
Maximum	2024-05-09 17:12:58

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

I	6540
U	2587
D	47

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	6540	71.3%
U	2587	28.2%
D	47	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	6540	71.3%
u	2587	28.2%
d	47	0.5%

데이터갱신일자
Date

Distinct	1557
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:09:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

일반미용업	5590
피부미용업	2178
네일아트업	896
메이크업업	340
기타	170

Length

Max length	5
Median length	5
Mean length	4.9444081
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반미용업	5590	60.9%
피부미용업	2178	23.7%
네일아트업	896	9.8%
메이크업업	340	3.7%
기타	170	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	5590	60.9%
피부미용업	2178	23.7%
네일아트업	896	9.8%
메이크업업	340	3.7%
기타	170	1.9%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	3921
Distinct (%)	43.2%
Missing	106
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	203671.9

Minimum	192949.66
Maximum	210050.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	192949.66
5-th percentile	201936.23
Q1	202622.51
median	203437.52
Q3	204436.97
95-th percentile	205973.61
Maximum	210050.9
Range	17101.238
Interquartile range (IQR)	1814.4601

Descriptive statistics

Standard deviation	1383.9043
Coefficient of variation (CV)	0.0067947728
Kurtosis	2.919363
Mean	203671.9
Median Absolute Deviation (MAD)	910.95905
Skewness	1.2422864
Sum	1.8468968 × 10⁹
Variance	1915191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
205707.089399978	84	0.9%
204044.789948927	37	0.4%
204536.822020513	35	0.4%
204268.379202885	31	0.3%
201620.446225572	29	0.3%
205034.15838707	26	0.3%
205130.591678902	24	0.3%
203518.763332969	24	0.3%
202520.972243984	24	0.3%
202619.098126049	23	0.3%
Other values (3911)	8731	95.2%
(Missing)	106	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
192949.664803569	1	< 0.1%
201543.962547061	1	< 0.1%
201609.62721933	1	< 0.1%
201613.889762888	1	< 0.1%
201620.446225572	29	0.3%
201621.76711437	8	0.1%
201640.067533451	1	< 0.1%
201646.055864734	1	< 0.1%
201650.787158848	1	< 0.1%
201657.313312924	1	< 0.1%

Value	Count	Frequency (%)
210050.902574	1	< 0.1%
209802.490272781	1	< 0.1%
209587.830946603	1	< 0.1%
209511.078058283	1	< 0.1%
209423.649311203	4	< 0.1%
209409.371497729	1	< 0.1%
209401.0	1	< 0.1%
209393.872291339	1	< 0.1%
209373.675692218	1	< 0.1%
209323.900775047	2	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	3919
Distinct (%)	43.2%
Missing	106
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	445206.27

Minimum	418315.89
Maximum	449806.72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	418315.89
5-th percentile	442580.37
Q1	444136.17
median	445252.99
Q3	446627.96
95-th percentile	447187
Maximum	449806.72
Range	31490.825
Interquartile range (IQR)	2491.7911

Descriptive statistics

Standard deviation	1527.999
Coefficient of variation (CV)	0.0034321147
Kurtosis	9.9725173
Mean	445206.27
Median Absolute Deviation (MAD)	1245.3994
Skewness	-1.0441649
Sum	4.0371304 × 10⁹
Variance	2334780.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
443914.194133105	84	0.9%
444529.84042741	37	0.4%
444660.784269339	35	0.4%
444593.806677242	31	0.3%
446358.542778413	29	0.3%
446675.932361885	26	0.3%
445590.096837802	24	0.3%
443946.832938881	24	0.3%
446051.579831786	24	0.3%
443688.691713202	23	0.3%
Other values (3909)	8731	95.2%
(Missing)	106	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
418315.892733314	1	< 0.1%
439796.044686133	3	< 0.1%
440112.987487173	1	< 0.1%
440114.723537769	1	< 0.1%
440151.497594716	1	< 0.1%
440183.87349816	1	< 0.1%
440202.431192527	1	< 0.1%
440208.558412381	4	< 0.1%
440233.388928253	1	< 0.1%
440372.477651303	1	< 0.1%

Value	Count	Frequency (%)
449806.717609161	1	< 0.1%
449257.264370347	1	< 0.1%
447864.763737276	17	0.2%
447782.51322707	4	< 0.1%
447748.161018109	4	< 0.1%
447708.404153773	1	< 0.1%
447663.86257666	7	0.1%
447649.978394541	5	0.1%
447521.520319158	3	< 0.1%
447439.752421	5	0.1%

위생업태명
Categorical

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

미용업	2872
<NA>	1813
피부미용업	1396
일반미용업	1362
종합미용업	804
Other values (12)	927

Length

Max length	23
Median length	19
Mean length	4.8445607
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
미용업	2872	31.3%
<NA>	1813	19.8%
피부미용업	1396	15.2%
일반미용업	1362	14.8%
종합미용업	804	8.8%
네일미용업	347	3.8%
일반미용업, 화장ㆍ분장 미용업	171	1.9%
피부미용업, 네일미용업	90	1.0%
화장ㆍ분장 미용업	72	0.8%
일반미용업, 네일미용업, 화장ㆍ분장 미용업	69	0.8%
Other values (7)	178	1.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	3290	32.2%
na	1813	17.7%
일반미용업	1682	16.4%
피부미용업	1594	15.6%
종합미용업	804	7.9%
네일미용업	628	6.1%
화장ㆍ분장	418	4.1%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	30
Distinct (%)	0.5%
Missing	2675
Missing (%)	29.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.98168949

Minimum	0
Maximum	45
Zeros	4923
Zeros (%)	53.7%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5
Maximum	45
Range	45
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.4508973
Coefficient of variation (CV)	2.4966115
Kurtosis	50.418601
Mean	0.98168949
Median Absolute Deviation (MAD)	0
Skewness	5.3865824
Sum	6380
Variance	6.0068977
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	4923	53.7%
3	299	3.3%
2	297	3.2%
5	273	3.0%
4	233	2.5%
1	215	2.3%
6	141	1.5%
7	30	0.3%
8	14	0.2%
10	11	0.1%
Other values (20)	63	0.7%
(Missing)	2675	29.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4923	53.7%
1	215	2.3%
2	297	3.2%
3	299	3.3%
4	233	2.5%
5	273	3.0%
6	141	1.5%
7	30	0.3%
8	14	0.2%
9	7	0.1%

Value	Count	Frequency (%)
45	1	< 0.1%
33	2	< 0.1%
31	2	< 0.1%
27	1	< 0.1%
26	1	< 0.1%
25	1	< 0.1%
24	1	< 0.1%
23	1	< 0.1%
21	1	< 0.1%
20	10	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.2%
Missing	2954
Missing (%)	32.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.23488746

Minimum	0
Maximum	16
Zeros	5213
Zeros (%)	56.8%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7248855
Coefficient of variation (CV)	3.0860971
Kurtosis	69.762945
Mean	0.23488746
Median Absolute Deviation (MAD)	0
Skewness	6.4085379
Sum	1461
Variance	0.52545898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	5213	56.8%
1	799	8.7%
2	112	1.2%
3	37	0.4%
4	21	0.2%
5	14	0.2%
6	11	0.1%
8	7	0.1%
7	5	0.1%
16	1	< 0.1%
(Missing)	2954	32.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5213	56.8%
1	799	8.7%
2	112	1.2%
3	37	0.4%
4	21	0.2%
5	14	0.2%
6	11	0.1%
7	5	0.1%
8	7	0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
16	1	< 0.1%
8	7	0.1%
7	5	0.1%
6	11	0.1%
5	14	0.2%
4	21	0.2%
3	37	0.4%
2	112	1.2%
1	799	8.7%
0	5213	56.8%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	18
Distinct (%)	0.5%
Missing	5695
Missing (%)	62.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.5113538

Minimum	0
Maximum	22
Zeros	1148
Zeros (%)	12.5%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	22
Range	22
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.8210088
Coefficient of variation (CV)	1.2048858
Kurtosis	20.339923
Mean	1.5113538
Median Absolute Deviation (MAD)	1
Skewness	3.1498092
Sum	5258
Variance	3.3160729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	1148	12.5%
1	975	10.6%
2	632	6.9%
3	371	4.0%
4	162	1.8%
5	111	1.2%
6	25	0.3%
7	22	0.2%
9	7	0.1%
8	5	0.1%
Other values (8)	21	0.2%
(Missing)	5695	62.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1148	12.5%
1	975	10.6%
2	632	6.9%
3	371	4.0%
4	162	1.8%
5	111	1.2%
6	25	0.3%
7	22	0.2%
8	5	0.1%
9	7	0.1%

Value	Count	Frequency (%)
22	2	< 0.1%
19	1	< 0.1%
15	5	0.1%
14	4	< 0.1%
13	2	< 0.1%
12	2	< 0.1%
11	2	< 0.1%
10	3	< 0.1%
9	7	0.1%
8	5	0.1%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	19
Distinct (%)	0.6%
Missing	5914
Missing (%)	64.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.9503067

Minimum	0
Maximum	26
Zeros	298
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	5
Maximum	26
Range	26
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.7665146
Coefficient of variation (CV)	0.90576242
Kurtosis	31.827536
Mean	1.9503067
Median Absolute Deviation (MAD)	1
Skewness	3.9532795
Sum	6358
Variance	3.1205737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
1	1303	14.2%
2	852	9.3%
3	419	4.6%
0	298	3.2%
4	179	2.0%
5	121	1.3%
6	30	0.3%
7	23	0.3%
9	6	0.1%
10	6	0.1%
Other values (9)	23	0.3%
(Missing)	5914	64.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	298	3.2%
1	1303	14.2%
2	852	9.3%
3	419	4.6%
4	179	2.0%
5	121	1.3%
6	30	0.3%
7	23	0.3%
8	5	0.1%
9	6	0.1%

Value	Count	Frequency (%)
26	1	< 0.1%
22	2	< 0.1%
19	1	< 0.1%
15	5	0.1%
14	3	< 0.1%
13	2	< 0.1%
12	2	< 0.1%
11	2	< 0.1%
10	6	0.1%
9	6	0.1%

사용시작지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

<NA>	7159
0	1668
1	310
2	32
3	5

Length

Max length	4
Median length	4
Mean length	3.3410726
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	7159	78.0%
0	1668	18.2%
1	310	3.4%
2	32	0.3%
3	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7159	78.0%
0	1668	18.2%
1	310	3.4%
2	32	0.3%
3	5	0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

<NA>	7980
0	804
1	349
2	35
3	5

Length

Max length	4
Median length	4
Mean length	3.6095487
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>	7980	87.0%
0	804	8.8%
1	349	3.8%
2	35	0.4%
3	5	0.1%
6	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7980	87.0%
0	804	8.8%
1	349	3.8%
2	35	0.4%
3	5	0.1%
6	1	< 0.1%

한실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

0	5534
<NA>	3640

Length

Max length	4
Median length	1
Mean length	2.1903205
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
0	5534	60.3%
<NA>	3640	39.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5534	60.3%
na	3640	39.7%

양실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

0	5534
<NA>	3640

Length

Max length	4
Median length	1
Mean length	2.1903205
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
0	5534	60.3%
<NA>	3640	39.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5534	60.3%
na	3640	39.7%

욕실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

0	5534
<NA>	3640

Length

Max length	4
Median length	1
Mean length	2.1903205
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
0	5534	60.3%
<NA>	3640	39.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5534	60.3%
na	3640	39.7%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	1948
Missing (%)	21.2%
Memory size	18.0 KiB

False	7221
True	5
(Missing)	1948

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	7221	78.7%
True	5	0.1%
(Missing)	1948	21.2%

좌석수
Real number (ℝ)

MISSING ZEROS

Distinct	45
Distinct (%)	0.6%
Missing	2004
Missing (%)	21.8%
Infinite	0
Infinite (%)	0.0%
Mean	5.2899582

Minimum	0
Maximum	75
Zeros	746
Zeros (%)	8.1%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	4
Q3	7
95-th percentile	14
Maximum	75
Range	75
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.8535848
Coefficient of variation (CV)	0.9175091
Kurtosis	16.219165
Mean	5.2899582
Median Absolute Deviation (MAD)	2
Skewness	2.855914
Sum	37929
Variance	23.557285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
3	1319	14.4%
4	1140	12.4%
0	746	8.1%
2	687	7.5%
5	683	7.4%
6	629	6.9%
8	362	3.9%
7	297	3.2%
10	261	2.8%
9	179	2.0%
Other values (35)	867	9.5%
(Missing)	2004	21.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	746	8.1%
1	172	1.9%
2	687	7.5%
3	1319	14.4%
4	1140	12.4%
5	683	7.4%
6	629	6.9%
7	297	3.2%
8	362	3.9%
9	179	2.0%

Value	Count	Frequency (%)
75	1	< 0.1%
52	1	< 0.1%
50	1	< 0.1%
48	1	< 0.1%
47	1	< 0.1%
45	1	< 0.1%
41	1	< 0.1%
38	1	< 0.1%
36	2	< 0.1%
35	2	< 0.1%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	9174
Missing (%)	100.0%
Memory size	80.8 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	9174
Missing (%)	100.0%
Memory size	80.8 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	9174
Missing (%)	100.0%
Memory size	80.8 KiB

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

<NA>	7615
임대	1541
자가	18

Length

Max length	4
Median length	4
Mean length	3.6601264
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7615	83.0%
임대	1541	16.8%
자가	18	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7615	83.0%
임대	1541	16.8%
자가	18	0.2%

세탁기수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

0	4665
<NA>	4509

Length

Max length	4
Median length	1
Mean length	2.4744931
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	4665	50.9%
<NA>	4509	49.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4665	50.9%
na	4509	49.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.3%
Missing	6729
Missing (%)	73.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.024130879

Minimum	0
Maximum	8
Zeros	2427
Zeros (%)	26.5%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.34421587
Coefficient of variation (CV)	14.264539
Kurtosis	305.75502
Mean	0.024130879
Median Absolute Deviation (MAD)	0
Skewness	16.888386
Sum	59
Variance	0.11848457
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	2427	26.5%
1	7	0.1%
6	4	< 0.1%
5	2	< 0.1%
3	2	< 0.1%
2	2	< 0.1%
8	1	< 0.1%
(Missing)	6729	73.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2427	26.5%
1	7	0.1%
2	2	< 0.1%
3	2	< 0.1%
5	2	< 0.1%
6	4	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
6	4	< 0.1%
5	2	< 0.1%
3	2	< 0.1%
2	2	< 0.1%
1	7	0.1%
0	2427	26.5%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

<NA>	6730
0	2440
1	2
2	2

Length

Max length	4
Median length	4
Mean length	3.2007848
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6730	73.4%
0	2440	26.6%
1	2	< 0.1%
2	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6730	73.4%
0	2440	26.6%
1	2	< 0.1%
2	2	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.8 KiB

<NA>	4831
0	4343

Length

Max length	4
Median length	4
Mean length	2.5797907
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4831	52.7%
0	4343	47.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4831	52.7%
0	4343	47.3%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	30
Distinct (%)	0.7%
Missing	4857
Missing (%)	52.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.6467454

Minimum	0
Maximum	46
Zeros	2728
Zeros (%)	29.7%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	7
Maximum	46
Range	46
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.2692818
Coefficient of variation (CV)	1.9852989
Kurtosis	31.2706
Mean	1.6467454
Median Absolute Deviation (MAD)	0
Skewness	4.1957925
Sum	7109
Variance	10.688204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	2728	29.7%
2	299	3.3%
1	259	2.8%
3	252	2.7%
5	171	1.9%
4	163	1.8%
6	153	1.7%
7	86	0.9%
8	63	0.7%
10	37	0.4%
Other values (20)	106	1.2%
(Missing)	4857	52.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2728	29.7%
1	259	2.8%
2	299	3.3%
3	252	2.7%
4	163	1.8%
5	171	1.9%
6	153	1.7%
7	86	0.9%
8	63	0.7%
9	27	0.3%

Value	Count	Frequency (%)
46	1	< 0.1%
42	1	< 0.1%
35	3	< 0.1%
32	1	< 0.1%
31	2	< 0.1%
28	1	< 0.1%
27	1	< 0.1%
24	1	< 0.1%
21	2	< 0.1%
20	6	0.1%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	1813
Missing (%)	19.8%
Memory size	18.0 KiB

False	7352
True	9
(Missing)	1813

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	7352	80.1%
True	9	0.1%
(Missing)	1813	19.8%

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
0	3220000	3220000-204-1945-00831	19451018	<NA>	3	폐업	2	폐업	19981014	<NA>	<NA>	<NA>	02 5551754	106.02	135878	서울특별시 강남구 삼성동 152-62번지	<NA>	<NA>	고원혜구뜨	2001-08-03 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	204936.619944	445301.34032	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	8	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3220000	3220000-204-1971-01811	19710605	<NA>	3	폐업	2	폐업	20030219	<NA>	<NA>	<NA>	<NA>	14.72	135190	서울특별시 강남구 세곡동 118번지	<NA>	<NA>	새로나	2003-02-27 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3220000	3220000-204-1974-01667	19740205	<NA>	3	폐업	2	폐업	20000202	<NA>	<NA>	<NA>	0205490142	12.88	135952	서울특별시 강남구 청담동 50-2번지	<NA>	<NA>	킴스헤어라인	2001-08-03 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	204359.310905	446886.095685	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3220000	3220000-204-1974-01875	19740330	<NA>	3	폐업	2	폐업	20030224	<NA>	<NA>	<NA>	02 5483285	22.50	135948	서울특별시 강남구 청담동 4-9번지	<NA>	<NA>	윤희	2003-02-27 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	203862.95234	446778.593985	미용업	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3220000	3220000-204-1975-01870	19750701	<NA>	3	폐업	2	폐업	19940622	<NA>	<NA>	<NA>	0205439705	30.00	135887	서울특별시 강남구 신사동 510-0번지	<NA>	<NA>	서지희	2001-08-03 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	201695.800641	446231.505812	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3220000	3220000-204-1975-01872	19750630	<NA>	3	폐업	2	폐업	19970224	<NA>	<NA>	<NA>	02 5423853	17.89	135811	서울특별시 강남구 논현동 13-16번지	<NA>	<NA>	제비꽃	2002-03-14 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	201913.141982	445978.11223	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3220000	3220000-204-1976-01848	19760302	<NA>	3	폐업	2	폐업	20000831	<NA>	<NA>	<NA>	0205687452	33.08	135927	서울특별시 강남구 역삼동 765-5번지	<NA>	<NA>	여성시대	2003-02-07 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	204499.478305	443889.120499	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3220000	3220000-204-1976-01873	19760416	<NA>	3	폐업	2	폐업	20120626	<NA>	<NA>	<NA>	02 5438482	16.50	135816	서울특별시 강남구 논현동 67-11번지	서울특별시 강남구 도산대로30길 23 (논현동)	6049	수나	2003-06-19 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	202593.466926	446245.710231	미용업	4	<NA>	<NA>	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3220000	3220000-204-1977-01871	19770729	<NA>	3	폐업	2	폐업	20001006	<NA>	<NA>	<NA>	02 5438419	20.49	135816	서울특별시 강남구 논현동 62-3번지	<NA>	<NA>	헤어갤러리	2003-02-07 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	202778.208362	446451.090109	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3220000	3220000-204-1978-00653	19781204	<NA>	3	폐업	2	폐업	20150303	<NA>	<NA>	<NA>	02 5436063	59.40	135894	서울특별시 강남구 신사동 614-7번지	서울특별시 강남구 압구정로 212 (신사동)	6022	한스헤어클럽	2003-07-10 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	202622.614428	447287.24829	미용업	3	1	<NA>	2	<NA>	<NA>	<NA>	<NA>	<NA>	N	6	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
9164	3220000	3220000-226-2022-00003	20220506	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	36.00	135927	서울특별시 강남구 역삼동 756-17	서울특별시 강남구 선릉로 317, 지상1층 102호 (역삼동)	6218	올리빈 네일	2022-05-06 14:32:17	I	2021-12-05 00:08:00.0	네일아트업	204511.299954	443962.029198	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9165	3220000	3220000-226-2022-00004	20220712	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	85.42	135824	서울특별시 강남구 논현동 169 상명빌딩	서울특별시 강남구 강남대로122길 50, 상명빌딩 지상3층 (논현동)	6115	공공뷰티	2022-07-12 16:05:25	I	2021-12-06 23:04:00.0	네일아트업	202324.992466	445184.340392	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9166	3220000	3220000-226-2022-00005	20221122	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	38.00	135917	서울특별시 강남구 역삼동 696-15	서울특별시 강남구 테헤란로55길 18, 지상2층 202호 (역삼동)	6149	네일루이르	2022-11-22 12:22:35	I	2021-10-31 22:04:00.0	네일아트업	204108.768681	444843.543382	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9167	3220000	3220000-226-2022-00006	20221202	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	40.00	135897	서울특별시 강남구 신사동 666-22	서울특별시 강남구 도산대로53길 12, 3층 302호 (신사동)	6019	모아샵	2022-12-02 12:29:45	I	2021-11-02 00:04:00.0	메이크업업	203334.274689	446850.812613	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9168	3220000	3220000-226-2022-00007	2022-12-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	37.69	135-838	서울특별시 강남구 대치동 626 청실종합상가	서울특별시 강남구 남부순환로 2917, 청실종합상가 지하1층 7호 (대치동)	6280	렛츠뷰티 속눈썹펌&연장&네일&왁싱	2023-10-19 16:43:17	U	2022-10-30 22:01:00.0	메이크업업	205154.638097	443439.981645	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9169	3220000	3220000-226-2022-00008	2022-08-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	30.00	135-825	서울특별시 강남구 논현동 162-10	서울특별시 강남구 학동로4길 43-16, 지상1층 103호 (논현동)	6114	잇츠모 속눈썹&왁싱&네일	2023-08-25 11:22:49	I	2022-12-07 22:07:00.0	피부미용업	202153.979858	445170.680539	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9170	3220000	3220000-226-2023-00001	2023-04-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	25.87	135-926	서울특별시 강남구 역삼동 754-2 도곡프라자	서울특별시 강남구 역삼로52길 14, 도곡프라자 지상1층 119호 (역삼동)	6216	가윤스킨케어	2023-04-24 17:33:53	I	2022-12-03 22:06:00.0	피부미용업	204170.278135	444036.656041	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9171	3220000	3220000-226-2023-00002	2023-05-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	19.20	135-820	서울특별시 강남구 논현동 108 논현웰스톤	서울특별시 강남구 학동로43길 38, 지상1층 137호 (논현동, 논현웰스톤)	6059	네일봄이(Nail BBomi)	2023-05-25 17:06:12	I	2022-12-04 22:07:00.0	네일아트업	203292.307005	446247.511538	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9172	3220000	3220000-226-2023-00003	2023-10-27	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	82.48	135-827	서울특별시 강남구 논현동 184-38 나래빌딩	서울특별시 강남구 강남대로114길 11, 나래빌딩 4층 (논현동)	6120	핑키래쉬	2023-10-27 12:41:29	I	2022-10-30 22:09:00.0	메이크업업	202159.135467	444861.957518	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9173	3220000	3220000-226-2024-00001	2024-02-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 20525959	55.90	135-839	서울특별시 강남구 대치동 889-47 샹제리제센터	서울특별시 강남구 선릉로90길 10, 샹제리제센터 B동 지하2층 BB202-2호 (대치동)	6192	아이라이크(EYE LIKE)	2024-02-28 14:05:15	I	2023-12-03 00:02:00.0	메이크업업	204353.139588	444636.716819	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

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)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

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

Lowercase Letter

Decimal Number

Other Punctuation

Math Symbol

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common