gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	6074
Missing cells	60538
Missing cells (%)	21.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.3 MiB
Average record size in memory	403.0 B

Variable types

Categorical	20
Text	8
DateTime	4
Unsupported	4
Numeric	9
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	송파구
URL	https://data.seoul.go.kr/dataList/OA-17925/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`사용시작지하층` is highly imbalanced (62.6%)	Imbalance
`사용끝지하층` is highly imbalanced (78.6%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.8%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.8%)	Imbalance
`건물소유구분명` is highly imbalanced (58.6%)	Imbalance
`여성종사자수` is highly imbalanced (60.6%)	Imbalance
`남성종사자수` is highly imbalanced (50.4%)	Imbalance
`인허가취소일자` has 6074 (100.0%) missing values	Missing
`폐업일자` has 2156 (35.5%) missing values	Missing
`휴업시작일자` has 6074 (100.0%) missing values	Missing
`휴업종료일자` has 6074 (100.0%) missing values	Missing
`재개업일자` has 6074 (100.0%) missing values	Missing
`전화번호` has 2507 (41.3%) missing values	Missing
`도로명주소` has 2078 (34.2%) missing values	Missing
`도로명우편번호` has 2091 (34.4%) missing values	Missing
`좌표정보(X)` has 938 (15.4%) missing values	Missing
`좌표정보(Y)` has 938 (15.4%) missing values	Missing
`건물지상층수` has 2324 (38.3%) missing values	Missing
`건물지하층수` has 2600 (42.8%) missing values	Missing
`사용시작지상층` has 3041 (50.1%) missing values	Missing
`사용끝지상층` has 3864 (63.6%) missing values	Missing
`발한실여부` has 1175 (19.3%) missing values	Missing
`좌석수` has 1637 (27.0%) missing values	Missing
`조건부허가신고사유` has 6073 (> 99.9%) missing values	Missing
`침대수` has 3695 (60.8%) missing values	Missing
`다중이용업소여부` has 1121 (18.5%) missing values	Missing
`사용끝지상층` is highly skewed (γ1 = 28.3834455)	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
`건물지상층수` has 3077 (50.7%) zeros	Zeros
`건물지하층수` has 3280 (54.0%) zeros	Zeros
`사용시작지상층` has 869 (14.3%) zeros	Zeros
`사용끝지상층` has 130 (2.1%) zeros	Zeros
`좌석수` has 194 (3.2%) zeros	Zeros
`침대수` has 1522 (25.1%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 01:10:04.713644
Analysis finished	2024-05-11 01:10:10.198544
Duration	5.48 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	47.6 KiB

3230000	6074

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3230000
2nd row	3230000
3rd row	3230000
4th row	3230000
5th row	3230000

Common Values

Value	Count	Frequency (%)
3230000	6074	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3230000	6074	100.0%

관리번호
Text

UNIQUE

Distinct	6074
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

Length

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

Characters and Unicode

Total characters	133628
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	6074 ?
Unique (%)	100.0%

Sample

1st row	3230000-204-1969-01858
2nd row	3230000-204-1970-01554
3rd row	3230000-204-1974-01053
4th row	3230000-204-1977-01659
5th row	3230000-204-1978-01636

Value	Count	Frequency (%)
3230000-204-1969-01858	1	< 0.1%
3230000-212-2010-00100	1	< 0.1%
3230000-212-2011-00003	1	< 0.1%
3230000-212-2011-00002	1	< 0.1%
3230000-212-2011-00001	1	< 0.1%
3230000-212-2010-00106	1	< 0.1%
3230000-212-2010-00105	1	< 0.1%
3230000-212-2010-00104	1	< 0.1%
3230000-212-2011-00013	1	< 0.1%
3230000-212-2010-00102	1	< 0.1%
Other values (6064)	6064	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	51106	38.2%
2	21586	16.2%
-	18222	13.6%
3	15080	11.3%
1	12436	9.3%
4	3916	2.9%
9	3769	2.8%
5	2122	1.6%
8	2078	1.6%
6	1672	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	115406	86.4%
Dash Punctuation	18222	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	51106	44.3%
2	21586	18.7%
3	15080	13.1%
1	12436	10.8%
4	3916	3.4%
9	3769	3.3%
5	2122	1.8%
8	2078	1.8%
6	1672	1.4%
7	1641	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	18222	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133628	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	51106	38.2%
2	21586	16.2%
-	18222	13.6%
3	15080	11.3%
1	12436	9.3%
4	3916	2.9%
9	3769	2.8%
5	2122	1.6%
8	2078	1.6%
6	1672	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133628	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	51106	38.2%
2	21586	16.2%
-	18222	13.6%
3	15080	11.3%
1	12436	9.3%
4	3916	2.9%
9	3769	2.8%
5	2122	1.6%
8	2078	1.6%
6	1672	1.3%

인허가일자
Date

Distinct	3528
Distinct (%)	58.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

Minimum	1969-08-27 00:00:00
Maximum	2024-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6074
Missing (%)	100.0%
Memory size	53.5 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

3	3918
1	2156

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	3918	64.5%
1	2156	35.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	3918	64.5%
1	2156	35.5%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

폐업	3918
영업/정상	2156

Length

Max length	5
Median length	2
Mean length	3.0648666
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	3918	64.5%
영업/정상	2156	35.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3918	64.5%
영업/정상	2156	35.5%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

2	3918
1	2156

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	3918	64.5%
1	2156	35.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	3918	64.5%
1	2156	35.5%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

폐업	3918
영업	2156

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	3918	64.5%
영업	2156	35.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3918	64.5%
영업	2156	35.5%

폐업일자
Date

MISSING

Distinct	2581
Distinct (%)	65.9%
Missing	2156
Missing (%)	35.5%
Memory size	47.6 KiB

Minimum	1990-10-24 00:00:00
Maximum	2024-05-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6074
Missing (%)	100.0%
Memory size	53.5 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6074
Missing (%)	100.0%
Memory size	53.5 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6074
Missing (%)	100.0%
Memory size	53.5 KiB

전화번호
Text

MISSING

Distinct	3085
Distinct (%)	86.5%
Missing	2507
Missing (%)	41.3%
Memory size	47.6 KiB

Length

Max length	12
Median length	10
Mean length	10.594337
Min length	2

Characters and Unicode

Total characters	37790
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	2784 ?
Unique (%)	78.0%

Sample

1st row	0204004671
2nd row	02 4008322
3rd row	02 4009398
4th row	02 4809108
5th row	02 4433636

Value	Count	Frequency (%)
02	2744	35.9%
070	77	1.0%
422	56	0.7%
400	51	0.7%
00000	48	0.6%
0	47	0.6%
423	46	0.6%
420	43	0.6%
415	39	0.5%
412	38	0.5%
Other values (3059)	4453	58.3%

Most occurring characters

Value	Count	Frequency (%)
0	7169	19.0%
2	6290	16.6%
	5397	14.3%
4	4907	13.0%
1	2716	7.2%
3	2434	6.4%
7	2044	5.4%
8	1891	5.0%
5	1772	4.7%
6	1617	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32393	85.7%
Space Separator	5397	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7169	22.1%
2	6290	19.4%
4	4907	15.1%
1	2716	8.4%
3	2434	7.5%
7	2044	6.3%
8	1891	5.8%
5	1772	5.5%
6	1617	5.0%
9	1553	4.8%

Space Separator

Value	Count	Frequency (%)
	5397	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	37790	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7169	19.0%
2	6290	16.6%
	5397	14.3%
4	4907	13.0%
1	2716	7.2%
3	2434	6.4%
7	2044	5.4%
8	1891	5.0%
5	1772	4.7%
6	1617	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37790	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7169	19.0%
2	6290	16.6%
	5397	14.3%
4	4907	13.0%
1	2716	7.2%
3	2434	6.4%
7	2044	5.4%
8	1891	5.0%
5	1772	4.7%
6	1617	4.3%

소재지면적
Text

Distinct	2244
Distinct (%)	37.0%
Missing	1
Missing (%)	< 0.1%
Memory size	47.6 KiB

Length

Max length	9
Median length	5
Mean length	4.9015314
Min length	3

Characters and Unicode

Total characters	29767
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	1427 ?
Unique (%)	23.5%

Sample

1st row	19.95
2nd row	12.94
3rd row	11.55
4th row	15.58
5th row	33.86

Value	Count	Frequency (%)
00	508	8.4%
33.00	346	5.7%
30.00	110	1.8%
26.40	85	1.4%
66.00	73	1.2%
24.00	59	1.0%
25.00	59	1.0%
23.00	53	0.9%
23.10	52	0.9%
20.00	48	0.8%
Other values (2234)	4680	77.1%

Most occurring characters

Value	Count	Frequency (%)
0	6950	23.3%
.	6073	20.4%
2	2682	9.0%
3	2611	8.8%
1	2472	8.3%
4	1859	6.2%
6	1720	5.8%
5	1658	5.6%
9	1343	4.5%
8	1282	4.3%
Other values (2)	1117	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23693	79.6%
Other Punctuation	6074	20.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6950	29.3%
2	2682	11.3%
3	2611	11.0%
1	2472	10.4%
4	1859	7.8%
6	1720	7.3%
5	1658	7.0%
9	1343	5.7%
8	1282	5.4%
7	1116	4.7%

Other Punctuation

Value	Count	Frequency (%)
.	6073	> 99.9%
,	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	29767	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6950	23.3%
.	6073	20.4%
2	2682	9.0%
3	2611	8.8%
1	2472	8.3%
4	1859	6.2%
6	1720	5.8%
5	1658	5.6%
9	1343	4.5%
8	1282	4.3%
Other values (2)	1117	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29767	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6950	23.3%
.	6073	20.4%
2	2682	9.0%
3	2611	8.8%
1	2472	8.3%
4	1859	6.2%
6	1720	5.8%
5	1658	5.6%
9	1343	4.5%
8	1282	4.3%
Other values (2)	1117	3.8%

소재지우편번호
Text

Distinct	225
Distinct (%)	3.7%
Missing	2
Missing (%)	< 0.1%
Memory size	47.6 KiB

Length

Max length	7
Median length	6
Mean length	6.1222003
Min length	6

Characters and Unicode

Total characters	37174
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	31 ?
Unique (%)	0.5%

Sample

1st row	138210
2nd row	138210
3rd row	138831
4th row	138872
5th row	138120

Value	Count	Frequency (%)
138210	665	11.0%
138888	174	2.9%
138934	160	2.6%
138200	129	2.1%
138861	107	1.8%
138862	104	1.7%
138830	93	1.5%
138160	92	1.5%
138829	89	1.5%
138812	88	1.4%
Other values (215)	4371	72.0%

Most occurring characters

Value	Count	Frequency (%)
8	11417	30.7%
1	8260	22.2%
3	7258	19.5%
0	2170	5.8%
2	2055	5.5%
4	1369	3.7%
6	1106	3.0%
5	1081	2.9%
9	982	2.6%
-	742	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	36432	98.0%
Dash Punctuation	742	2.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	11417	31.3%
1	8260	22.7%
3	7258	19.9%
0	2170	6.0%
2	2055	5.6%
4	1369	3.8%
6	1106	3.0%
5	1081	3.0%
9	982	2.7%
7	734	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	742	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	37174	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	11417	30.7%
1	8260	22.2%
3	7258	19.5%
0	2170	5.8%
2	2055	5.5%
4	1369	3.7%
6	1106	3.0%
5	1081	2.9%
9	982	2.6%
-	742	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37174	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	11417	30.7%
1	8260	22.2%
3	7258	19.5%
0	2170	5.8%
2	2055	5.5%
4	1369	3.7%
6	1106	3.0%
5	1081	2.9%
9	982	2.6%
-	742	2.0%

지번주소
Text

Distinct	4677
Distinct (%)	77.0%
Missing	1
Missing (%)	< 0.1%
Memory size	47.6 KiB

Length

Max length	69
Median length	48
Mean length	25.328833
Min length	8

Characters and Unicode

Total characters	153822
Distinct characters	402
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	3952 ?
Unique (%)	65.1%

Sample

1st row	서울특별시 송파구 장지동 산 307-21번지
2nd row	서울특별시 송파구 장지동 산 356-1번지
3rd row	서울특별시 송파구 방이동 135-26번지
4th row	서울특별시 송파구 풍납동 141-1번지
5th row	서울특별시 송파구 마천동 산 129-13번지 지상1층

Value	Count	Frequency (%)
서울특별시	6072	20.4%
송파구	6072	20.4%
잠실동	847	2.8%
장지동	799	2.7%
가락동	748	2.5%
문정동	696	2.3%
산	667	2.2%
방이동	540	1.8%
송파동	495	1.7%
지상1층	453	1.5%
Other values (4235)	12349	41.5%

Most occurring characters

Value	Count	Frequency (%)
	28263	18.4%
파	7146	4.6%
1	7041	4.6%
송	6692	4.4%
동	6367	4.1%
시	6236	4.1%
지	6119	4.0%
서	6094	4.0%
울	6078	4.0%
별	6076	4.0%
Other values (392)	67710	44.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	92900	60.4%
Space Separator	28263	18.4%
Decimal Number	26986	17.5%
Dash Punctuation	4820	3.1%
Uppercase Letter	364	0.2%
Close Punctuation	178	0.1%
Open Punctuation	172	0.1%
Other Punctuation	112	0.1%
Lowercase Letter	21	< 0.1%
Math Symbol	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
파	7146	7.7%
송	6692	7.2%
동	6367	6.9%
시	6236	6.7%
지	6119	6.6%
서	6094	6.6%
울	6078	6.5%
별	6076	6.5%
구	6073	6.5%
특	6072	6.5%
Other values (335)	29947	32.2%

Uppercase Letter

Value	Count	Frequency (%)
A	123	33.8%
B	62	17.0%
S	31	8.5%
N	15	4.1%
T	15	4.1%
K	13	3.6%
C	12	3.3%
D	11	3.0%
F	10	2.7%
I	9	2.5%
Other values (14)	63	17.3%

Lowercase Letter

Value	Count	Frequency (%)
l	4	19.0%
o	3	14.3%
e	3	14.3%
a	2	9.5%
c	2	9.5%
t	2	9.5%
n	1	4.8%
r	1	4.8%
i	1	4.8%
b	1	4.8%

Decimal Number

Value	Count	Frequency (%)
1	7041	26.1%
2	4415	16.4%
0	2524	9.4%
3	2244	8.3%
4	2206	8.2%
5	1863	6.9%
8	1725	6.4%
9	1693	6.3%
6	1670	6.2%
7	1605	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	83	74.1%
/	9	8.0%
.	7	6.2%
@	7	6.2%
'	4	3.6%
:	1	0.9%
?	1	0.9%

Space Separator

Value	Count	Frequency (%)
	28263	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4820	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	178	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	172	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	92899	60.4%
Common	60537	39.4%
Latin	385	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
파	7146	7.7%
송	6692	7.2%
동	6367	6.9%
시	6236	6.7%
지	6119	6.6%
서	6094	6.6%
울	6078	6.5%
별	6076	6.5%
구	6073	6.5%
특	6072	6.5%
Other values (334)	29946	32.2%

Latin

Value	Count	Frequency (%)
A	123	31.9%
B	62	16.1%
S	31	8.1%
N	15	3.9%
T	15	3.9%
K	13	3.4%
C	12	3.1%
D	11	2.9%
F	10	2.6%
I	9	2.3%
Other values (25)	84	21.8%

Common

Value	Count	Frequency (%)
	28263	46.7%
1	7041	11.6%
-	4820	8.0%
2	4415	7.3%
0	2524	4.2%
3	2244	3.7%
4	2206	3.6%
5	1863	3.1%
8	1725	2.8%
9	1693	2.8%
Other values (12)	3743	6.2%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	92899	60.4%
ASCII	60922	39.6%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	28263	46.4%
1	7041	11.6%
-	4820	7.9%
2	4415	7.2%
0	2524	4.1%
3	2244	3.7%
4	2206	3.6%
5	1863	3.1%
8	1725	2.8%
9	1693	2.8%
Other values (47)	4128	6.8%

Hangul

Value	Count	Frequency (%)
파	7146	7.7%
송	6692	7.2%
동	6367	6.9%
시	6236	6.7%
지	6119	6.6%
서	6094	6.6%
울	6078	6.5%
별	6076	6.5%
구	6073	6.5%
특	6072	6.5%
Other values (334)	29946	32.2%

CJK

Value	Count	Frequency (%)
內	1	100.0%

도로명주소
Text

MISSING

Distinct	3725
Distinct (%)	93.2%
Missing	2078
Missing (%)	34.2%
Memory size	47.6 KiB

Length

Max length	78
Median length	59
Mean length	36.012763
Min length	22

Characters and Unicode

Total characters	143907
Distinct characters	401
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	3486 ?
Unique (%)	87.2%

Sample

1st row	서울특별시 송파구 송파대로 567, 지상3층 (잠실동)
2nd row	서울특별시 송파구 백제고분로40길 10, 1층 (석촌동)
3rd row	서울특별시 송파구 가락로39길 21 (방이동)
4th row	서울특별시 송파구 동남로 189, 지상3층 303호 (가락동, 쌍용프라자)
5th row	서울특별시 송파구 가락로37길 19, 지상1층 (방이동)

Value	Count	Frequency (%)
서울특별시	3996	14.5%
송파구	3996	14.5%
1층	949	3.4%
잠실동	605	2.2%
2층	549	2.0%
문정동	507	1.8%
가락동	415	1.5%
지상1층	390	1.4%
올림픽로	378	1.4%
송파동	363	1.3%
Other values (2787)	15447	56.0%

Most occurring characters

Value	Count	Frequency (%)
	23616	16.4%
1	7299	5.1%
파	5360	3.7%
송	4999	3.5%
동	4746	3.3%
,	4707	3.3%
2	4563	3.2%
시	4168	2.9%
)	4071	2.8%
(	4069	2.8%
Other values (391)	76309	53.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	81574	56.7%
Decimal Number	24351	16.9%
Space Separator	23616	16.4%
Other Punctuation	4726	3.3%
Close Punctuation	4071	2.8%
Open Punctuation	4069	2.8%
Uppercase Letter	824	0.6%
Dash Punctuation	643	0.4%
Lowercase Letter	20	< 0.1%
Math Symbol	13	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
파	5360	6.6%
송	4999	6.1%
동	4746	5.8%
시	4168	5.1%
서	4016	4.9%
로	4013	4.9%
울	4003	4.9%
구	3999	4.9%
특	3996	4.9%
별	3996	4.9%
Other values (334)	38278	46.9%

Uppercase Letter

Value	Count	Frequency (%)
B	273	33.1%
A	259	31.4%
C	46	5.6%
G	40	4.9%
S	29	3.5%
E	27	3.3%
Y	22	2.7%
F	18	2.2%
T	16	1.9%
N	15	1.8%
Other values (15)	79	9.6%

Lowercase Letter

Value	Count	Frequency (%)
e	3	15.0%
c	3	15.0%
l	3	15.0%
f	2	10.0%
a	2	10.0%
i	1	5.0%
r	1	5.0%
n	1	5.0%
t	1	5.0%
o	1	5.0%
Other values (2)	2	10.0%

Decimal Number

Value	Count	Frequency (%)
1	7299	30.0%
2	4563	18.7%
3	2596	10.7%
0	2546	10.5%
4	2025	8.3%
5	1434	5.9%
6	1190	4.9%
8	940	3.9%
7	930	3.8%
9	828	3.4%

Other Punctuation

Value	Count	Frequency (%)
,	4707	99.6%
/	7	0.1%
.	6	0.1%
@	4	0.1%
'	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	23616	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4071	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4069	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	643	100.0%

Math Symbol

Value	Count	Frequency (%)
~	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	81573	56.7%
Common	61489	42.7%
Latin	844	0.6%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
파	5360	6.6%
송	4999	6.1%
동	4746	5.8%
시	4168	5.1%
서	4016	4.9%
로	4013	4.9%
울	4003	4.9%
구	3999	4.9%
특	3996	4.9%
별	3996	4.9%
Other values (333)	38277	46.9%

Latin

Value	Count	Frequency (%)
B	273	32.3%
A	259	30.7%
C	46	5.5%
G	40	4.7%
S	29	3.4%
E	27	3.2%
Y	22	2.6%
F	18	2.1%
T	16	1.9%
N	15	1.8%
Other values (27)	99	11.7%

Common

Value	Count	Frequency (%)
	23616	38.4%
1	7299	11.9%
,	4707	7.7%
2	4563	7.4%
)	4071	6.6%
(	4069	6.6%
3	2596	4.2%
0	2546	4.1%
4	2025	3.3%
5	1434	2.3%
Other values (10)	4563	7.4%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	81573	56.7%
ASCII	62333	43.3%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	23616	37.9%
1	7299	11.7%
,	4707	7.6%
2	4563	7.3%
)	4071	6.5%
(	4069	6.5%
3	2596	4.2%
0	2546	4.1%
4	2025	3.2%
5	1434	2.3%
Other values (47)	5407	8.7%

Hangul

Value	Count	Frequency (%)
파	5360	6.6%
송	4999	6.1%
동	4746	5.8%
시	4168	5.1%
서	4016	4.9%
로	4013	4.9%
울	4003	4.9%
구	3999	4.9%
특	3996	4.9%
별	3996	4.9%
Other values (333)	38277	46.9%

CJK

Value	Count	Frequency (%)
內	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	316
Distinct (%)	7.9%
Missing	2091
Missing (%)	34.4%
Infinite	0
Infinite (%)	0.0%
Mean	5668.1338

Minimum	5501
Maximum	5855
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.5 KiB

Quantile statistics

Minimum	5501
5-th percentile	5504
Q1	5563
median	5662
Q3	5769
95-th percentile	5852
Maximum	5855
Range	354
Interquartile range (IQR)	206

Descriptive statistics

Standard deviation	111.98568
Coefficient of variation (CV)	0.019757064
Kurtosis	-1.2297119
Mean	5668.1338
Median Absolute Deviation (MAD)	102
Skewness	0.17801919
Sum	22576177
Variance	12540.793
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5855	125	2.1%
5501	92	1.5%
5504	75	1.2%
5852	68	1.1%
5698	64	1.1%
5502	63	1.0%
5854	58	1.0%
5507	56	0.9%
5558	56	0.9%
5559	55	0.9%
Other values (306)	3271	53.9%
(Missing)	2091	34.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5501	92	1.5%
5502	63	1.0%
5503	24	0.4%
5504	75	1.2%
5505	3	< 0.1%
5506	2	< 0.1%
5507	56	0.9%
5508	6	0.1%
5509	2	< 0.1%
5510	52	0.9%

Value	Count	Frequency (%)
5855	125	2.1%
5854	58	1.0%
5852	68	1.1%
5849	32	0.5%
5847	1	< 0.1%
5846	1	< 0.1%
5841	18	0.3%
5840	3	< 0.1%
5839	2	< 0.1%
5838	40	0.7%

사업장명
Text

Distinct	5172
Distinct (%)	85.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

Length

Max length	29
Median length	27
Mean length	6.3263089
Min length	1

Characters and Unicode

Total characters	38426
Distinct characters	811
Distinct categories	12 ?
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	4566 ?
Unique (%)	75.2%

Sample

1st row	월궁
2nd row	영미용실
3rd row	싸파리미용실
4th row	쿨헤어드레서
5th row	한수진헤어쇼

Value	Count	Frequency (%)
헤어	280	3.3%
미용실	102	1.2%
네일	94	1.1%
에스테틱	81	1.0%
hair	65	0.8%
헤어샵	49	0.6%
뷰티	39	0.5%
nail	35	0.4%
잠실점	34	0.4%
블루클럽	32	0.4%
Other values (5432)	7685	90.5%

Most occurring characters

Value	Count	Frequency (%)
	2427	6.3%
어	2279	5.9%
헤	2164	5.6%
미	1076	2.8%
스	1005	2.6%
실	797	2.1%
리	782	2.0%
이	706	1.8%
용	693	1.8%
일	509	1.3%
Other values (801)	25988	67.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	30614	79.7%
Space Separator	2427	6.3%
Lowercase Letter	2161	5.6%
Uppercase Letter	1815	4.7%
Open Punctuation	407	1.1%
Close Punctuation	407	1.1%
Other Punctuation	314	0.8%
Decimal Number	252	0.7%
Dash Punctuation	17	< 0.1%
Connector Punctuation	6	< 0.1%
Other values (2)	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	2279	7.4%
헤	2164	7.1%
미	1076	3.5%
스	1005	3.3%
실	797	2.6%
리	782	2.6%
이	706	2.3%
용	693	2.3%
일	509	1.7%
네	489	1.6%
Other values (717)	20114	65.7%

Uppercase Letter

Value	Count	Frequency (%)
A	181	10.0%
N	136	7.5%
S	132	7.3%
I	124	6.8%
H	123	6.8%
O	117	6.4%
E	108	6.0%
R	103	5.7%
B	95	5.2%
L	87	4.8%
Other values (16)	609	33.6%

Lowercase Letter

Value	Count	Frequency (%)
a	303	14.0%
i	232	10.7%
e	204	9.4%
l	163	7.5%
n	160	7.4%
r	158	7.3%
o	156	7.2%
h	114	5.3%
s	103	4.8%
y	94	4.3%
Other values (15)	474	21.9%

Other Punctuation

Value	Count	Frequency (%)
&	91	29.0%
.	71	22.6%
#	38	12.1%
?	37	11.8%
,	28	8.9%
'	26	8.3%
:	11	3.5%
;	5	1.6%
!	3	1.0%
%	2	0.6%
Other values (2)	2	0.6%

Decimal Number

Value	Count	Frequency (%)
1	60	23.8%
2	52	20.6%
0	51	20.2%
3	20	7.9%
9	17	6.7%
5	13	5.2%
4	12	4.8%
7	11	4.4%
8	9	3.6%
6	7	2.8%

Math Symbol

Value	Count	Frequency (%)
=	2	50.0%
<	1	25.0%
>	1	25.0%

Open Punctuation

Value	Count	Frequency (%)
(	405	99.5%
[	2	0.5%

Close Punctuation

Value	Count	Frequency (%)
)	405	99.5%
]	2	0.5%

Space Separator

Value	Count	Frequency (%)
	2427	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	17	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	6	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	30599	79.6%
Latin	3976	10.3%
Common	3836	10.0%
Han	15	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	2279	7.4%
헤	2164	7.1%
미	1076	3.5%
스	1005	3.3%
실	797	2.6%
리	782	2.6%
이	706	2.3%
용	693	2.3%
일	509	1.7%
네	489	1.6%
Other values (710)	20099	65.7%

Latin

Value	Count	Frequency (%)
a	303	7.6%
i	232	5.8%
e	204	5.1%
A	181	4.6%
l	163	4.1%
n	160	4.0%
r	158	4.0%
o	156	3.9%
N	136	3.4%
S	132	3.3%
Other values (41)	2151	54.1%

Common

Value	Count	Frequency (%)
	2427	63.3%
(	405	10.6%
)	405	10.6%
&	91	2.4%
.	71	1.9%
1	60	1.6%
2	52	1.4%
0	51	1.3%
#	38	1.0%
?	37	1.0%
Other values (23)	199	5.2%

Han

Value	Count	Frequency (%)
美	6	40.0%
秀	4	26.7%
緣	1	6.7%
休	1	6.7%
珍	1	6.7%
潤	1	6.7%
氣	1	6.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	30599	79.6%
ASCII	7811	20.3%
CJK	15	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2427	31.1%
(	405	5.2%
)	405	5.2%
a	303	3.9%
i	232	3.0%
e	204	2.6%
A	181	2.3%
l	163	2.1%
n	160	2.0%
r	158	2.0%
Other values (73)	3173	40.6%

Hangul

Value	Count	Frequency (%)
어	2279	7.4%
헤	2164	7.1%
미	1076	3.5%
스	1005	3.3%
실	797	2.6%
리	782	2.6%
이	706	2.3%
용	693	2.3%
일	509	1.7%
네	489	1.6%
Other values (710)	20099	65.7%

CJK

Value	Count	Frequency (%)
美	6	40.0%
秀	4	26.7%
緣	1	6.7%
休	1	6.7%
珍	1	6.7%
潤	1	6.7%
氣	1	6.7%

None

Value	Count	Frequency (%)
＃	1	100.0%

최종수정일자
Date

Distinct	4604
Distinct (%)	75.8%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

Minimum	1999-01-11 00:00:00
Maximum	2024-05-09 16:29:07

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

I	4562
U	1484
D	28

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	4562	75.1%
U	1484	24.4%
D	28	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	4562	75.1%
u	1484	24.4%
d	28	0.5%

데이터갱신일자
Date

Distinct	1289
Distinct (%)	21.2%
Missing	0
Missing (%)	0.0%
Memory size	47.6 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	47.6 KiB

일반미용업	4311
피부미용업	1042
네일아트업	554
메이크업업	151
기타	16

Length

Max length	5
Median length	5
Mean length	4.9920975
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	4311	71.0%
피부미용업	1042	17.2%
네일아트업	554	9.1%
메이크업업	151	2.5%
기타	16	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	4311	71.0%
피부미용업	1042	17.2%
네일아트업	554	9.1%
메이크업업	151	2.5%
기타	16	0.3%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2203
Distinct (%)	42.9%
Missing	938
Missing (%)	15.4%
Infinite	0
Infinite (%)	0.0%
Mean	210046.44

Minimum	206397.35
Maximum	213999.96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.5 KiB

Quantile statistics

Minimum	206397.35
5-th percentile	207322.31
Q1	208707.09
median	210119.47
Q3	211188
95-th percentile	212976.52
Maximum	213999.96
Range	7602.6088
Interquartile range (IQR)	2480.9067

Descriptive statistics

Standard deviation	1719.1584
Coefficient of variation (CV)	0.0081846585
Kurtosis	-0.76582408
Mean	210046.44
Median Absolute Deviation (MAD)	1137.7022
Skewness	0.044379844
Sum	1.0787985 × 10⁹
Variance	2955505.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
207373.50021477	94	1.5%
208707.089897534	82	1.4%
207624.424720682	64	1.1%
210045.748264305	55	0.9%
209394.231297346	46	0.8%
208233.926974585	44	0.7%
208589.363343145	43	0.7%
209151.713940169	39	0.6%
210986.460698452	36	0.6%
207553.918225133	35	0.6%
Other values (2193)	4598	75.7%
(Missing)	938	15.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
206397.34797252	10	0.2%
206726.499021996	8	0.1%
206731.192156063	3	< 0.1%
206904.080439527	1	< 0.1%
206908.348523164	1	< 0.1%
206916.75835	2	< 0.1%
206932.357872339	2	< 0.1%
206935.637104642	4	0.1%
206943.862539331	1	< 0.1%
206949.842815831	2	< 0.1%

Value	Count	Frequency (%)
213999.956783491	2	< 0.1%
213977.355937651	1	< 0.1%
213880.072396674	1	< 0.1%
213842.444758266	1	< 0.1%
213825.587627548	1	< 0.1%
213804.777278019	3	< 0.1%
213802.190866422	2	< 0.1%
213801.158118214	1	< 0.1%
213791.304800814	1	< 0.1%
213756.046105161	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2202
Distinct (%)	42.9%
Missing	938
Missing (%)	15.4%
Infinite	0
Infinite (%)	0.0%
Mean	444592.65

Minimum	441045.43
Maximum	448556.91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.5 KiB

Quantile statistics

Minimum	441045.43
5-th percentile	442383.93
Q1	443729.4
median	444670.66
Q3	445385.08
95-th percentile	446519.61
Maximum	448556.91
Range	7511.4753
Interquartile range (IQR)	1655.6867

Descriptive statistics

Standard deviation	1303.9747
Coefficient of variation (CV)	0.002932965
Kurtosis	0.67095209
Mean	444592.65
Median Absolute Deviation (MAD)	785.24046
Skewness	0.2199713
Sum	2.2834279 × 10⁹
Variance	1700350
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
445545.656024061	94	1.5%
446299.352775446	82	1.4%
445533.439634339	64	1.1%
442930.687284628	55	0.9%
443951.236927017	46	0.8%
445435.257647797	44	0.7%
445455.90405262	43	0.7%
446519.612162961	39	0.6%
441725.293491662	36	0.6%
445383.338011122	35	0.6%
Other values (2192)	4598	75.7%
(Missing)	938	15.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
441045.433058379	3	< 0.1%
441406.981434166	2	< 0.1%
441411.906445707	5	0.1%
441412.0	8	0.1%
441426.0	5	0.1%
441552.016970987	1	< 0.1%
441586.029967716	8	0.1%
441590.062253247	2	< 0.1%
441602.0	16	0.3%
441609.522612664	3	< 0.1%

Value	Count	Frequency (%)
448556.908326858	1	< 0.1%
448508.139863301	2	< 0.1%
448472.581253344	1	< 0.1%
448435.73123223	2	< 0.1%
448425.885637954	1	< 0.1%
448420.462280533	5	0.1%
448415.993688122	2	< 0.1%
448412.552331607	2	< 0.1%
448408.626216441	1	< 0.1%
448406.785482205	1	< 0.1%

위생업태명
Categorical

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

미용업	2067
일반미용업	1522
<NA>	1121
피부미용업	629
종합미용업	252
Other values (11)	483

Length

Max length	23
Median length	19
Mean length	4.5783668
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	2067	34.0%
일반미용업	1522	25.1%
<NA>	1121	18.5%
피부미용업	629	10.4%
종합미용업	252	4.1%
네일미용업	232	3.8%
일반미용업, 네일미용업, 화장ㆍ분장 미용업	53	0.9%
피부미용업, 네일미용업	43	0.7%
일반미용업, 네일미용업	33	0.5%
화장ㆍ분장 미용업	32	0.5%
Other values (6)	90	1.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	2226	34.1%
일반미용업	1640	25.1%
na	1121	17.2%
피부미용업	721	11.0%
네일미용업	408	6.3%
종합미용업	252	3.9%
화장ㆍ분장	159	2.4%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	0.5%
Missing	2324
Missing (%)	38.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.6264

Minimum	0
Maximum	46
Zeros	3077
Zeros (%)	50.7%
Negative	0
Negative (%)	0.0%
Memory size	53.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	46
Range	46
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.9663471
Coefficient of variation (CV)	3.1391237
Kurtosis	136.23944
Mean	0.6264
Median Absolute Deviation (MAD)	0
Skewness	8.7065388
Sum	2349
Variance	3.8665208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	3077	50.7%
3	154	2.5%
1	151	2.5%
4	149	2.5%
2	89	1.5%
5	74	1.2%
6	23	0.4%
10	8	0.1%
7	8	0.1%
11	2	< 0.1%
Other values (10)	15	0.2%
(Missing)	2324	38.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3077	50.7%
1	151	2.5%
2	89	1.5%
3	154	2.5%
4	149	2.5%
5	74	1.2%
6	23	0.4%
7	8	0.1%
8	2	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
46	1	< 0.1%
33	1	< 0.1%
30	2	< 0.1%
23	1	< 0.1%
21	1	< 0.1%
20	2	< 0.1%
15	1	< 0.1%
12	2	< 0.1%
11	2	< 0.1%
10	8	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.2%
Missing	2600
Missing (%)	42.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.075705239

Minimum	0
Maximum	14
Zeros	3280
Zeros (%)	54.0%
Negative	0
Negative (%)	0.0%
Memory size	53.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	14
Range	14
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.43031187
Coefficient of variation (CV)	5.6840435
Kurtosis	357.73376
Mean	0.075705239
Median Absolute Deviation (MAD)	0
Skewness	14.453631
Sum	263
Variance	0.1851683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	3280	54.0%
1	168	2.8%
2	9	0.1%
3	7	0.1%
4	4	0.1%
5	4	0.1%
14	1	< 0.1%
6	1	< 0.1%
(Missing)	2600	42.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3280	54.0%
1	168	2.8%
2	9	0.1%
3	7	0.1%
4	4	0.1%
5	4	0.1%
6	1	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
14	1	< 0.1%
6	1	< 0.1%
5	4	0.1%
4	4	0.1%
3	7	0.1%
2	9	0.1%
1	168	2.8%
0	3280	54.0%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	0.4%
Missing	3041
Missing (%)	50.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.1770524

Minimum	0
Maximum	12
Zeros	869
Zeros (%)	14.3%
Negative	0
Negative (%)	0.0%
Memory size	53.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	12
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.2984569
Coefficient of variation (CV)	1.1031428
Kurtosis	14.457563
Mean	1.1770524
Median Absolute Deviation (MAD)	1
Skewness	2.9217919
Sum	3570
Variance	1.6859904
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	1361	22.4%
0	869	14.3%
2	528	8.7%
3	152	2.5%
4	47	0.8%
5	33	0.5%
6	15	0.2%
9	8	0.1%
10	7	0.1%
7	5	0.1%
Other values (3)	8	0.1%
(Missing)	3041	50.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	869	14.3%
1	1361	22.4%
2	528	8.7%
3	152	2.5%
4	47	0.8%
5	33	0.5%
6	15	0.2%
7	5	0.1%
8	4	0.1%
9	8	0.1%

Value	Count	Frequency (%)
12	1	< 0.1%
11	3	< 0.1%
10	7	0.1%
9	8	0.1%
8	4	0.1%
7	5	0.1%
6	15	0.2%
5	33	0.5%
4	47	0.8%
3	152	2.5%

사용끝지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	15
Distinct (%)	0.7%
Missing	3864
Missing (%)	63.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.6239819

Minimum	0
Maximum	101
Zeros	130
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	53.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	101
Range	101
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.5234553
Coefficient of variation (CV)	1.5538691
Kurtosis	1092.4003
Mean	1.6239819
Median Absolute Deviation (MAD)	0
Skewness	28.383445
Sum	3589
Variance	6.3678266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	1291	21.3%
2	515	8.5%
3	149	2.5%
0	130	2.1%
4	47	0.8%
5	33	0.5%
6	15	0.2%
9	8	0.1%
10	7	0.1%
7	5	0.1%
Other values (5)	10	0.2%
(Missing)	3864	63.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	130	2.1%
1	1291	21.3%
2	515	8.5%
3	149	2.5%
4	47	0.8%
5	33	0.5%
6	15	0.2%
7	5	0.1%
8	4	0.1%
9	8	0.1%

Value	Count	Frequency (%)
101	1	< 0.1%
23	1	< 0.1%
12	1	< 0.1%
11	3	< 0.1%
10	7	0.1%
9	8	0.1%
8	4	0.1%
7	5	0.1%
6	15	0.2%
5	33	0.5%

사용시작지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

<NA>	4845
0	1043
1	166
2	15
3	5

Length

Max length	4
Median length	4
Mean length	3.3929865
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4845	79.8%
0	1043	17.2%
1	166	2.7%
2	15	0.2%
3	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4845	79.8%
0	1043	17.2%
1	166	2.7%
2	15	0.2%
3	5	0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

<NA>	5588
0	301
1	165
2	15
3	5

Length

Max length	4
Median length	4
Mean length	3.7599605
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>	5588	92.0%
0	301	5.0%
1	165	2.7%
2	15	0.2%
3	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5588	92.0%
0	301	5.0%
1	165	2.7%
2	15	0.2%
3	5	0.1%

한실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

0	3332
<NA>	2742

Length

Max length	4
Median length	1
Mean length	2.354297
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	3332	54.9%
<NA>	2742	45.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3332	54.9%
na	2742	45.1%

양실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

0	3332
<NA>	2742

Length

Max length	4
Median length	1
Mean length	2.354297
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	3332	54.9%
<NA>	2742	45.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3332	54.9%
na	2742	45.1%

욕실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

0	3332
<NA>	2742

Length

Max length	4
Median length	1
Mean length	2.354297
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	3332	54.9%
<NA>	2742	45.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3332	54.9%
na	2742	45.1%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	1175
Missing (%)	19.3%
Memory size	12.0 KiB

False	4899
(Missing)	1175

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4899	80.7%
(Missing)	1175	19.3%

좌석수
Real number (ℝ)

MISSING ZEROS

Distinct	28
Distinct (%)	0.6%
Missing	1637
Missing (%)	27.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9139058

Minimum	0
Maximum	87
Zeros	194
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	53.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	5
95-th percentile	8
Maximum	87
Range	87
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.7845345
Coefficient of variation (CV)	0.71144647
Kurtosis	187.22093
Mean	3.9139058
Median Absolute Deviation (MAD)	1
Skewness	7.8955081
Sum	17366
Variance	7.7536321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
3	1525	25.1%
4	896	14.8%
2	595	9.8%
5	387	6.4%
6	288	4.7%
0	194	3.2%
8	130	2.1%
1	113	1.9%
7	109	1.8%
10	70	1.2%
Other values (18)	130	2.1%
(Missing)	1637	27.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	194	3.2%
1	113	1.9%
2	595	9.8%
3	1525	25.1%
4	896	14.8%
5	387	6.4%
6	288	4.7%
7	109	1.8%
8	130	2.1%
9	45	0.7%

Value	Count	Frequency (%)
87	1	< 0.1%
32	1	< 0.1%
25	3	< 0.1%
24	1	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
21	1	< 0.1%
20	4	0.1%
19	1	< 0.1%
18	3	< 0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	6073
Missing (%)	> 99.9%
Memory size	47.6 KiB

Length

Max length	48
Median length	48
Mean length	48
Min length	48

Characters and Unicode

Total characters	48
Distinct characters	34
Distinct categories	7 ?
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	1 ?
Unique (%)	100.0%

Sample

1st row	건축기획과-21910(2014.10.2)에의거 영업신고기간은 임시사용 승인기간으로 제한

Value	Count	Frequency (%)
건축기획과-21910(2014.10.2)에의거	1	20.0%
영업신고기간은	1	20.0%
임시사용	1	20.0%
승인기간으로	1	20.0%
제한	1	20.0%

Most occurring characters

Value	Count	Frequency (%)
	4	8.3%
1	4	8.3%
2	3	6.2%
0	3	6.2%
기	3	6.2%
.	2	4.2%
간	2	4.2%
로	1	2.1%
으	1	2.1%
제	1	2.1%
Other values (24)	24	50.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	27	56.2%
Decimal Number	12	25.0%
Space Separator	4	8.3%
Other Punctuation	2	4.2%
Close Punctuation	1	2.1%
Open Punctuation	1	2.1%
Dash Punctuation	1	2.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	3	11.1%
간	2	7.4%
로	1	3.7%
으	1	3.7%
제	1	3.7%
인	1	3.7%
신	1	3.7%
승	1	3.7%
용	1	3.7%
사	1	3.7%
Other values (14)	14	51.9%

Decimal Number

Value	Count	Frequency (%)
1	4	33.3%
2	3	25.0%
0	3	25.0%
4	1	8.3%
9	1	8.3%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	27	56.2%
Common	21	43.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	3	11.1%
간	2	7.4%
로	1	3.7%
으	1	3.7%
제	1	3.7%
인	1	3.7%
신	1	3.7%
승	1	3.7%
용	1	3.7%
사	1	3.7%
Other values (14)	14	51.9%

Common

Value	Count	Frequency (%)
	4	19.0%
1	4	19.0%
2	3	14.3%
0	3	14.3%
.	2	9.5%
)	1	4.8%
4	1	4.8%
(	1	4.8%
9	1	4.8%
-	1	4.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	27	56.2%
ASCII	21	43.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4	19.0%
1	4	19.0%
2	3	14.3%
0	3	14.3%
.	2	9.5%
)	1	4.8%
4	1	4.8%
(	1	4.8%
9	1	4.8%
-	1	4.8%

Hangul

Value	Count	Frequency (%)
기	3	11.1%
간	2	7.4%
로	1	3.7%
으	1	3.7%
제	1	3.7%
인	1	3.7%
신	1	3.7%
승	1	3.7%
용	1	3.7%
사	1	3.7%
Other values (14)	14	51.9%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

<NA>	6073
20150317	1

Length

Max length	8
Median length	4
Mean length	4.0006585
Min length	4

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>	6073	> 99.9%
20150317	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6073	> 99.9%
20150317	1	< 0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

<NA>	6073
20160604	1

Length

Max length	8
Median length	4
Mean length	4.0006585
Min length	4

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>	6073	> 99.9%
20160604	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6073	> 99.9%
20160604	1	< 0.1%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

<NA>	5090
임대	971
자가	13

Length

Max length	4
Median length	4
Mean length	3.675996
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>	5090	83.8%
임대	971	16.0%
자가	13	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5090	83.8%
임대	971	16.0%
자가	13	0.2%

세탁기수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

<NA>	3484
0	2590

Length

Max length	4
Median length	4
Mean length	2.7207771
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>	3484	57.4%
0	2590	42.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3484	57.4%
0	2590	42.6%

여성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

<NA>	4669
0	1401
1	3
2	1

Length

Max length	4
Median length	4
Mean length	3.3060586
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>	4669	76.9%
0	1401	23.1%
1	3	< 0.1%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4669	76.9%
0	1401	23.1%
1	3	< 0.1%
2	1	< 0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

<NA>	4669
0	1402
1	3

Length

Max length	4
Median length	4
Mean length	3.3060586
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>	4669	76.9%
0	1402	23.1%
1	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4669	76.9%
0	1402	23.1%
1	3	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	47.6 KiB

<NA>	3648
0	2426

Length

Max length	4
Median length	4
Mean length	2.8017781
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>	3648	60.1%
0	2426	39.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3648	60.1%
0	2426	39.9%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	0.7%
Missing	3695
Missing (%)	60.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.0508617

Minimum	0
Maximum	23
Zeros	1522
Zeros (%)	25.1%
Negative	0
Negative (%)	0.0%
Memory size	53.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	23
Range	23
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9663748
Coefficient of variation (CV)	1.8712023
Kurtosis	14.304429
Mean	1.0508617
Median Absolute Deviation (MAD)	0
Skewness	2.9942294
Sum	2500
Variance	3.8666298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	1522	25.1%
1	254	4.2%
2	239	3.9%
3	129	2.1%
4	75	1.2%
5	61	1.0%
6	35	0.6%
7	24	0.4%
8	15	0.2%
10	10	0.2%
Other values (6)	15	0.2%
(Missing)	3695	60.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1522	25.1%
1	254	4.2%
2	239	3.9%
3	129	2.1%
4	75	1.2%
5	61	1.0%
6	35	0.6%
7	24	0.4%
8	15	0.2%
9	6	0.1%

Value	Count	Frequency (%)
23	1	< 0.1%
18	1	< 0.1%
14	1	< 0.1%
12	3	< 0.1%
11	3	< 0.1%
10	10	0.2%
9	6	0.1%
8	15	0.2%
7	24	0.4%
6	35	0.6%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	1121
Missing (%)	18.5%
Memory size	12.0 KiB

False	4953
(Missing)	1121

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4953	81.5%
(Missing)	1121	18.5%

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	3230000	3230000-204-1969-01858	19690827	<NA>	3	폐업	2	폐업	19971217	<NA>	<NA>	<NA>	0204004671	19.95	138210	서울특별시 송파구 장지동 산 307-21번지	<NA>	<NA>	월궁	2002-09-04 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3230000	3230000-204-1970-01554	19701002	<NA>	3	폐업	2	폐업	19990319	<NA>	<NA>	<NA>	02 4008322	12.94	138210	서울특별시 송파구 장지동 산 356-1번지	<NA>	<NA>	영미용실	2002-09-04 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3230000	3230000-204-1974-01053	19740605	<NA>	3	폐업	2	폐업	20000107	<NA>	<NA>	<NA>	02 4009398	11.55	138831	서울특별시 송파구 방이동 135-26번지	<NA>	<NA>	싸파리미용실	2002-11-07 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	210412.541549	445310.69121	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3230000	3230000-204-1977-01659	20030227	<NA>	3	폐업	2	폐업	20041122	<NA>	<NA>	<NA>	02 4809108	15.58	138872	서울특별시 송파구 풍납동 141-1번지	<NA>	<NA>	쿨헤어드레서	2003-06-10 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	210450.962495	448387.203818	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3230000	3230000-204-1978-01636	19780403	<NA>	3	폐업	2	폐업	20030227	<NA>	<NA>	<NA>	02 4433636	33.86	138120	서울특별시 송파구 마천동 산 129-13번지 지상1층	<NA>	<NA>	한수진헤어쇼	2003-03-12 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	5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3230000	3230000-204-1978-01690	19781124	<NA>	3	폐업	2	폐업	19901024	<NA>	<NA>	<NA>	0200000000	13.02	138210	서울특별시 송파구 장지동 산 222-137번지	<NA>	<NA>	희	2002-09-04 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3230000	3230000-204-1978-01840	20030227	<NA>	3	폐업	2	폐업	20060227	<NA>	<NA>	<NA>	02 4005995	23.92	138815	서울특별시 송파구 거여동 208-3번지	<NA>	<NA>	희미용실	2005-07-13 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	213188.064101	443657.01366	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3230000	3230000-204-1979-00962	20030227	<NA>	3	폐업	2	폐업	20131227	<NA>	<NA>	<NA>	02 4232705	54.00	138916	서울특별시 송파구 잠실동 27번지 지상3층	서울특별시 송파구 송파대로 567, 지상3층 (잠실동)	5503	순수헤어	2013-01-11 10:44:56	I	2018-08-31 23:59:59.0	일반미용업	208317.419891	445894.98085	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3230000	3230000-204-1979-01097	19791113	<NA>	3	폐업	2	폐업	20030227	<NA>	<NA>	<NA>	02 4233049	22.87	138911	서울특별시 송파구 잠실동 22-0번지 주공2단지 상가동 3층호	<NA>	<NA>	초원	2003-03-12 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	207750.499014	445762.808121	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3230000	3230000-204-1979-01191	20030227	<NA>	3	폐업	2	폐업	20031126	<NA>	<NA>	<NA>	0204185765	15.91	138862	서울특별시 송파구 잠실동 207-3번지	<NA>	<NA>	미모헤어샵	2003-06-12 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	207431.905944	445237.060567	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<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
6064	3230000	3230000-226-2021-00002	2021-04-30	<NA>	3	폐업	2	폐업	2023-05-24	<NA>	<NA>	<NA>	<NA>	26.00	138-836	서울특별시 송파구 방이동 224-4	서울특별시 송파구 오금로31가길 11-1, 1층 (방이동)	5646	미음네일	2023-05-24 16:49:11	U	2022-12-04 22:06:00.0	네일아트업	210760.70665	444982.940699	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6065	3230000	3230000-226-2021-00003	20210625	<NA>	3	폐업	2	폐업	20220325	<NA>	<NA>	<NA>	<NA>	10.00	138850	서울특별시 송파구 송파동 87-20 승운빌딩	서울특별시 송파구 송파대로42길 20, 승운빌딩 2층 201호 (송파동)	5667	제이 속눈썹	2022-03-25 16:03:21	U	2022-03-27 02:40:00.0	메이크업업	209640.808435	444797.172914	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	2	0	0	0	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
6066	3230000	3230000-226-2021-00004	2021-12-30	<NA>	3	폐업	2	폐업	2023-02-01	<NA>	<NA>	<NA>	<NA>	14.58	138-160	서울특별시 송파구 가락동 913 헬리오시티	서울특별시 송파구 송파대로 345, 근린생활시설 1B동 지하1층 B181호 (가락동, 헬리오시티)	5698	채움린	2023-02-01 09:19:03	U	2022-12-02 00:03:00.0	피부미용업	209412.19781	443928.783342	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6067	3230000	3230000-226-2021-00005	2021-03-23	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	16.20	138-160	서울특별시 송파구 가락동 913 헬리오시티	서울특별시 송파구 송파대로 345, A동 지하1층 26호 (가락동, 헬리오시티)	5698	아이앤래쉬	2023-06-08 16:10:34	I	2022-12-05 23:00:00.0	메이크업업	209412.19781	443928.783342	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6068	3230000	3230000-226-2022-00001	2022-02-23	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	15.70	138-908	서울특별시 송파구 잠실동 19-9 잠실파인애플상가	서울특별시 송파구 올림픽로 119, 잠실파인애플상가 2A동 2층 68호 (잠실동)	5501	마이 네일 봄	2023-07-18 10:16:18	U	2022-12-06 22:00:00.0	네일아트업	207373.500215	445545.656024	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6069	3230000	3230000-226-2022-00002	2022-09-27	<NA>	3	폐업	2	폐업	2023-02-28	<NA>	<NA>	<NA>	<NA>	41.20	138-888	서울특별시 송파구 문정동 652 송파법조타운푸르지오시티	서울특별시 송파구 법원로4길 5, 송파법조타운푸르지오시티상가 2층 205호 (문정동)	5855	올망졸망네일	2023-02-28 14:23:19	U	2022-12-03 00:03:00.0	네일아트업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6070	3230000	3230000-226-2022-00003	20221017	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	25.00	138854	서울특별시 송파구 송파동 193-14	서울특별시 송파구 송파대로36길 7-36, 1층 (송파동)	5676	앙뷰티	2022-10-17 14:34:36	I	2021-10-30 23:09:00.0	네일아트업	209915.955118	444258.197842	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6071	3230000	3230000-226-2022-00004	20221114	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	40.00	138832	서울특별시 송파구 방이동 144-10 두레빌딩	서울특별시 송파구 위례성대로6길 40, 두레빌딩 2층 201호 (방이동)	5632	바이윤 래쉬앤 브로우	2022-11-14 16:13:51	I	2021-10-31 23:06:00.0	피부미용업	210227.044813	445537.010146	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6072	3230000	3230000-226-2022-00005	2022-12-26	<NA>	3	폐업	2	폐업	2023-08-30	<NA>	<NA>	<NA>	<NA>	22.81	138-828	서울특별시 송파구 방이동 51-2 청호빌딩	서울특별시 송파구 백제고분로 501, 청호빌딩 지하1층 13호 (방이동)	5545	시니크랩	2023-08-30 09:31:11	U	2022-12-09 00:01:00.0	네일아트업	210068.709244	445895.51526	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6073	3230000	3230000-226-2022-00006	2022-12-26	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	61.42	138-715	서울특별시 송파구 가락동 99-3 제일오피스텔	서울특별시 송파구 송파대로 260, 제일오피스텔 7층 722, 723호 (가락동)	5719	에스테틱 루아즈(ROUAGE)	2023-08-25 12:59:35	I	2022-12-07 22:07:00.0	피부미용업	210431.832858	443465.459232	<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

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han