gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	3696
Missing cells	37406
Missing cells (%)	21.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.4 MiB
Average record size in memory	403.0 B

Variable types

Categorical	19
Text	8
DateTime	4
Unsupported	4
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	광진구
URL	https://data.seoul.go.kr/dataList/OA-17906/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`사용시작지하층` is highly imbalanced (60.7%)	Imbalance
`사용끝지하층` is highly imbalanced (74.5%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.6%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.6%)	Imbalance
`건물소유구분명` is highly imbalanced (62.1%)	Imbalance
`남성종사자수` is highly imbalanced (64.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.6%)	Imbalance
`인허가취소일자` has 3696 (100.0%) missing values	Missing
`폐업일자` has 1296 (35.1%) missing values	Missing
`휴업시작일자` has 3696 (100.0%) missing values	Missing
`휴업종료일자` has 3696 (100.0%) missing values	Missing
`재개업일자` has 3696 (100.0%) missing values	Missing
`전화번호` has 1398 (37.8%) missing values	Missing
`도로명주소` has 1285 (34.8%) missing values	Missing
`도로명우편번호` has 1295 (35.0%) missing values	Missing
`좌표정보(X)` has 77 (2.1%) missing values	Missing
`좌표정보(Y)` has 77 (2.1%) missing values	Missing
`건물지상층수` has 1041 (28.2%) missing values	Missing
`건물지하층수` has 1629 (44.1%) missing values	Missing
`사용시작지상층` has 1716 (46.4%) missing values	Missing
`사용끝지상층` has 2088 (56.5%) missing values	Missing
`발한실여부` has 643 (17.4%) missing values	Missing
`좌석수` has 701 (19.0%) missing values	Missing
`조건부허가신고사유` has 3695 (> 99.9%) missing values	Missing
`여성종사자수` has 2811 (76.1%) missing values	Missing
`침대수` has 2253 (61.0%) missing values	Missing
`다중이용업소여부` has 610 (16.5%) missing values	Missing
`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 1387 (37.5%) zeros	Zeros
`건물지하층수` has 1674 (45.3%) zeros	Zeros
`사용시작지상층` has 540 (14.6%) zeros	Zeros
`사용끝지상층` has 91 (2.5%) zeros	Zeros
`좌석수` has 309 (8.4%) zeros	Zeros
`여성종사자수` has 439 (11.9%) zeros	Zeros
`침대수` has 1004 (27.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 18:23:09.769645
Analysis finished	2024-04-17 18:23:10.987450
Duration	1.22 second
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	29.0 KiB

3040000	3696

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3040000
2nd row	3040000
3rd row	3040000
4th row	3040000
5th row	3040000

Common Values

Value	Count	Frequency (%)
3040000	3696	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3040000	3696	100.0%

관리번호
Text

UNIQUE

Distinct	3696
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

Length

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

Characters and Unicode

Total characters	81312
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	3696 ?
Unique (%)	100.0%

Sample

1st row	3040000-204-1969-00649
2nd row	3040000-204-1971-00443
3rd row	3040000-204-1971-00818
4th row	3040000-204-1971-01001
5th row	3040000-204-1972-01303

Value	Count	Frequency (%)
3040000-204-1969-00649	1	< 0.1%
3040000-212-2010-00010	1	< 0.1%
3040000-212-2010-00012	1	< 0.1%
3040000-212-2010-00013	1	< 0.1%
3040000-212-2010-00014	1	< 0.1%
3040000-212-2010-00015	1	< 0.1%
3040000-212-2010-00016	1	< 0.1%
3040000-212-2010-00017	1	< 0.1%
3040000-212-2010-00018	1	< 0.1%
3040000-212-2010-00019	1	< 0.1%
Other values (3686)	3686	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	34866	42.9%
-	11088	13.6%
2	8908	11.0%
1	7214	8.9%
4	6518	8.0%
3	5386	6.6%
9	2664	3.3%
5	1314	1.6%
8	1275	1.6%
7	1060	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	70224	86.4%
Dash Punctuation	11088	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	34866	49.6%
2	8908	12.7%
1	7214	10.3%
4	6518	9.3%
3	5386	7.7%
9	2664	3.8%
5	1314	1.9%
8	1275	1.8%
7	1060	1.5%
6	1019	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	11088	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	81312	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	34866	42.9%
-	11088	13.6%
2	8908	11.0%
1	7214	8.9%
4	6518	8.0%
3	5386	6.6%
9	2664	3.3%
5	1314	1.6%
8	1275	1.6%
7	1060	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	81312	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	34866	42.9%
-	11088	13.6%
2	8908	11.0%
1	7214	8.9%
4	6518	8.0%
3	5386	6.6%
9	2664	3.3%
5	1314	1.6%
8	1275	1.6%
7	1060	1.3%

인허가일자
Date

Distinct	2669
Distinct (%)	72.2%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

Minimum	1969-12-18 00:00:00
Maximum	2024-04-11 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3696
Missing (%)	100.0%
Memory size	32.6 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

3	2400
1	1296

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	2400	64.9%
1	1296	35.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2400	64.9%
1	1296	35.1%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

폐업	2400
영업/정상	1296

Length

Max length	5
Median length	2
Mean length	3.0519481
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	2400	64.9%
영업/정상	1296	35.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2400	64.9%
영업/정상	1296	35.1%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

2	2400
1	1296

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	2400	64.9%
1	1296	35.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	2400	64.9%
1	1296	35.1%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

폐업	2400
영업	1296

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	2400	64.9%
영업	1296	35.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2400	64.9%
영업	1296	35.1%

폐업일자
Date

MISSING

Distinct	1672
Distinct (%)	69.7%
Missing	1296
Missing (%)	35.1%
Memory size	29.0 KiB

Minimum	1993-10-28 00:00:00
Maximum	2024-04-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3696
Missing (%)	100.0%
Memory size	32.6 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3696
Missing (%)	100.0%
Memory size	32.6 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3696
Missing (%)	100.0%
Memory size	32.6 KiB

전화번호
Text

MISSING

Distinct	1975
Distinct (%)	85.9%
Missing	1398
Missing (%)	37.8%
Memory size	29.0 KiB

Length

Max length	12
Median length	10
Mean length	10.385988
Min length	2

Characters and Unicode

Total characters	23867
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	1800 ?
Unique (%)	78.3%

Sample

1st row	02 0
2nd row	02 4656591
3rd row	02 00000
4th row	02 4661405
5th row	0200000000

Value	Count	Frequency (%)
02	1912	40.4%
0200000000	50	1.1%
455	40	0.8%
070	36	0.8%
447	36	0.8%
0	34	0.7%
457	31	0.7%
00000	30	0.6%
456	28	0.6%
454	27	0.6%
Other values (2020)	2512	53.0%

Most occurring characters

Value	Count	Frequency (%)
0	4052	17.0%
2	3486	14.6%
4	3425	14.4%
	3156	13.2%
5	1858	7.8%
6	1790	7.5%
3	1416	5.9%
7	1369	5.7%
9	1158	4.9%
8	1130	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20711	86.8%
Space Separator	3156	13.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4052	19.6%
2	3486	16.8%
4	3425	16.5%
5	1858	9.0%
6	1790	8.6%
3	1416	6.8%
7	1369	6.6%
9	1158	5.6%
8	1130	5.5%
1	1027	5.0%

Space Separator

Value	Count	Frequency (%)
	3156	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23867	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4052	17.0%
2	3486	14.6%
4	3425	14.4%
	3156	13.2%
5	1858	7.8%
6	1790	7.5%
3	1416	5.9%
7	1369	5.7%
9	1158	4.9%
8	1130	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23867	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4052	17.0%
2	3486	14.6%
4	3425	14.4%
	3156	13.2%
5	1858	7.8%
6	1790	7.5%
3	1416	5.9%
7	1369	5.7%
9	1158	4.9%
8	1130	4.7%

소재지면적
Text

Distinct	1355
Distinct (%)	36.7%
Missing	2
Missing (%)	0.1%
Memory size	29.0 KiB

Length

Max length	8
Median length	5
Mean length	4.9805089
Min length	3

Characters and Unicode

Total characters	18398
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	926 ?
Unique (%)	25.1%

Sample

1st row	11.88
2nd row	15.90
3rd row	15.90
4th row	12.20
5th row	15.29

Value	Count	Frequency (%)
30.00	158	4.3%
33.00	135	3.7%
00	129	3.5%
24.00	127	3.4%
20.00	104	2.8%
21.00	74	2.0%
26.40	70	1.9%
25.00	53	1.4%
18.00	53	1.4%
23.10	45	1.2%
Other values (1345)	2746	74.3%

Most occurring characters

Value	Count	Frequency (%)
0	4720	25.7%
.	3694	20.1%
2	1793	9.7%
1	1570	8.5%
3	1406	7.6%
4	1109	6.0%
5	1007	5.5%
6	981	5.3%
8	762	4.1%
9	678	3.7%
Other values (2)	678	3.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14703	79.9%
Other Punctuation	3695	20.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4720	32.1%
2	1793	12.2%
1	1570	10.7%
3	1406	9.6%
4	1109	7.5%
5	1007	6.8%
6	981	6.7%
8	762	5.2%
9	678	4.6%
7	677	4.6%

Other Punctuation

Value	Count	Frequency (%)
.	3694	> 99.9%
,	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	18398	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4720	25.7%
.	3694	20.1%
2	1793	9.7%
1	1570	8.5%
3	1406	7.6%
4	1109	6.0%
5	1007	5.5%
6	981	5.3%
8	762	4.1%
9	678	3.7%
Other values (2)	678	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18398	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4720	25.7%
.	3694	20.1%
2	1793	9.7%
1	1570	8.5%
3	1406	7.6%
4	1109	6.0%
5	1007	5.5%
6	981	5.3%
8	762	4.1%
9	678	3.7%
Other values (2)	678	3.7%

소재지우편번호
Text

Distinct	195
Distinct (%)	5.3%
Missing	3
Missing (%)	0.1%
Memory size	29.0 KiB

Length

Max length	7
Median length	6
Mean length	6.1042513
Min length	6

Characters and Unicode

Total characters	22543
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	28 ?
Unique (%)	0.8%

Sample

1st row	143825
2nd row	143914
3rd row	143914
4th row	143843
5th row	143862

Value	Count	Frequency (%)
143914	160	4.3%
143841	116	3.1%
143915	114	3.1%
143866	102	2.8%
143888	98	2.7%
143900	81	2.2%
143916	76	2.1%
143873	72	1.9%
143840	72	1.9%
143867	71	1.9%
Other values (185)	2731	74.0%

Most occurring characters

Value	Count	Frequency (%)
1	4912	21.8%
4	4484	19.9%
3	4228	18.8%
8	3264	14.5%
9	1450	6.4%
2	874	3.9%
0	837	3.7%
6	814	3.6%
7	666	3.0%
5	629	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	22158	98.3%
Dash Punctuation	385	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4912	22.2%
4	4484	20.2%
3	4228	19.1%
8	3264	14.7%
9	1450	6.5%
2	874	3.9%
0	837	3.8%
6	814	3.7%
7	666	3.0%
5	629	2.8%

Dash Punctuation

Value	Count	Frequency (%)
-	385	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22543	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4912	21.8%
4	4484	19.9%
3	4228	18.8%
8	3264	14.5%
9	1450	6.4%
2	874	3.9%
0	837	3.7%
6	814	3.6%
7	666	3.0%
5	629	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22543	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4912	21.8%
4	4484	19.9%
3	4228	18.8%
8	3264	14.5%
9	1450	6.4%
2	874	3.9%
0	837	3.7%
6	814	3.6%
7	666	3.0%
5	629	2.8%

지번주소
Text

Distinct	3024
Distinct (%)	81.9%
Missing	2
Missing (%)	0.1%
Memory size	29.0 KiB

Length

Max length	64
Median length	52
Mean length	23.796697
Min length	17

Characters and Unicode

Total characters	87905
Distinct characters	304
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	2542 ?
Unique (%)	68.8%

Sample

1st row	서울특별시 광진구 구의동 242-0번지
2nd row	서울특별시 광진구 화양동 9-49번지
3rd row	서울특별시 광진구 화양동 2-82번지
4th row	서울특별시 광진구 자양동 49-117번지
5th row	서울특별시 광진구 자양동 553-69번지

Value	Count	Frequency (%)
서울특별시	3694	22.1%
광진구	3694	22.1%
자양동	1017	6.1%
중곡동	933	5.6%
구의동	734	4.4%
1층	541	3.2%
화양동	490	2.9%
군자동	240	1.4%
광장동	186	1.1%
2층	150	0.9%
Other values (2951)	5054	30.2%

Most occurring characters

Value	Count	Frequency (%)
	15915	18.1%
구	4460	5.1%
광	3923	4.5%
1	3870	4.4%
동	3792	4.3%
진	3735	4.2%
시	3718	4.2%
서	3699	4.2%
울	3698	4.2%
특	3694	4.2%
Other values (294)	37401	42.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	50208	57.1%
Decimal Number	17768	20.2%
Space Separator	15915	18.1%
Dash Punctuation	3499	4.0%
Open Punctuation	176	0.2%
Close Punctuation	176	0.2%
Uppercase Letter	90	0.1%
Other Punctuation	48	0.1%
Lowercase Letter	21	< 0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	4460	8.9%
광	3923	7.8%
동	3792	7.6%
진	3735	7.4%
시	3718	7.4%
서	3699	7.4%
울	3698	7.4%
특	3694	7.4%
별	3694	7.4%
지	2625	5.2%
Other values (242)	13170	26.2%

Uppercase Letter

Value	Count	Frequency (%)
F	21	23.3%
B	21	23.3%
A	13	14.4%
W	4	4.4%
S	4	4.4%
P	3	3.3%
I	3	3.3%
C	3	3.3%
H	2	2.2%
Y	2	2.2%
Other values (11)	14	15.6%

Lowercase Letter

Value	Count	Frequency (%)
e	4	19.0%
i	3	14.3%
c	2	9.5%
l	2	9.5%
s	2	9.5%
k	1	4.8%
t	1	4.8%
n	1	4.8%
h	1	4.8%
r	1	4.8%
Other values (3)	3	14.3%

Decimal Number

Value	Count	Frequency (%)
1	3870	21.8%
2	2984	16.8%
3	1830	10.3%
5	1659	9.3%
4	1640	9.2%
6	1615	9.1%
0	1160	6.5%
7	1027	5.8%
9	993	5.6%
8	990	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	42	87.5%
.	6	12.5%

Space Separator

Value	Count	Frequency (%)
	15915	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3499	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	176	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	176	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	50207	57.1%
Common	37585	42.8%
Latin	112	0.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	4460	8.9%
광	3923	7.8%
동	3792	7.6%
진	3735	7.4%
시	3718	7.4%
서	3699	7.4%
울	3698	7.4%
특	3694	7.4%
별	3694	7.4%
지	2625	5.2%
Other values (241)	13169	26.2%

Latin

Value	Count	Frequency (%)
F	21	18.8%
B	21	18.8%
A	13	11.6%
W	4	3.6%
e	4	3.6%
S	4	3.6%
P	3	2.7%
I	3	2.7%
C	3	2.7%
i	3	2.7%
Other values (25)	33	29.5%

Common

Value	Count	Frequency (%)
	15915	42.3%
1	3870	10.3%
-	3499	9.3%
2	2984	7.9%
3	1830	4.9%
5	1659	4.4%
4	1640	4.4%
6	1615	4.3%
0	1160	3.1%
7	1027	2.7%
Other values (7)	2386	6.3%

Han

Value	Count	Frequency (%)
休	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	50207	57.1%
ASCII	37696	42.9%
CJK	1	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	15915	42.2%
1	3870	10.3%
-	3499	9.3%
2	2984	7.9%
3	1830	4.9%
5	1659	4.4%
4	1640	4.4%
6	1615	4.3%
0	1160	3.1%
7	1027	2.7%
Other values (41)	2497	6.6%

Hangul

Value	Count	Frequency (%)
구	4460	8.9%
광	3923	7.8%
동	3792	7.6%
진	3735	7.4%
시	3718	7.4%
서	3699	7.4%
울	3698	7.4%
특	3694	7.4%
별	3694	7.4%
지	2625	5.2%
Other values (241)	13169	26.2%

CJK

Value	Count	Frequency (%)
休	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명주소
Text

MISSING

Distinct	2119
Distinct (%)	87.9%
Missing	1285
Missing (%)	34.8%
Memory size	29.0 KiB

Length

Max length	64
Median length	53
Mean length	30.829117
Min length	21

Characters and Unicode

Total characters	74329
Distinct characters	314
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	1878 ?
Unique (%)	77.9%

Sample

1st row	서울특별시 광진구 아차산로33길 90 (화양동)
2nd row	서울특별시 광진구 아차산로65길 68 (구의동)
3rd row	서울특별시 광진구 아차산로57길 9 (구의동)
4th row	서울특별시 광진구 아차산로40길 23 (자양동)
5th row	서울특별시 광진구 자양번영로11길 15-4 (자양동)

Value	Count	Frequency (%)
서울특별시	2411	16.2%
광진구	2411	16.2%
1층	1006	6.7%
자양동	603	4.0%
중곡동	572	3.8%
구의동	459	3.1%
2층	293	2.0%
화양동	292	2.0%
능동로	189	1.3%
군자동	150	1.0%
Other values (1371)	6536	43.8%

Most occurring characters

Value	Count	Frequency (%)
	12515	16.8%
1	3477	4.7%
동	3142	4.2%
구	3020	4.1%
광	2813	3.8%
)	2535	3.4%
(	2535	3.4%
진	2450	3.3%
시	2434	3.3%
로	2421	3.3%
Other values (304)	36987	49.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	41996	56.5%
Space Separator	12515	16.8%
Decimal Number	12227	16.4%
Close Punctuation	2535	3.4%
Open Punctuation	2535	3.4%
Other Punctuation	2133	2.9%
Dash Punctuation	271	0.4%
Uppercase Letter	93	0.1%
Lowercase Letter	21	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	3142	7.5%
구	3020	7.2%
광	2813	6.7%
진	2450	5.8%
시	2434	5.8%
로	2421	5.8%
서	2414	5.7%
울	2413	5.7%
별	2411	5.7%
특	2411	5.7%
Other values (251)	16067	38.3%

Uppercase Letter

Value	Count	Frequency (%)
B	35	37.6%
F	15	16.1%
A	9	9.7%
C	4	4.3%
S	3	3.2%
P	3	3.2%
I	3	3.2%
H	2	2.2%
E	2	2.2%
D	2	2.2%
Other values (11)	15	16.1%

Lowercase Letter

Value	Count	Frequency (%)
e	4	19.0%
i	3	14.3%
s	2	9.5%
c	2	9.5%
l	2	9.5%
h	1	4.8%
r	1	4.8%
a	1	4.8%
o	1	4.8%
t	1	4.8%
Other values (3)	3	14.3%

Decimal Number

Value	Count	Frequency (%)
1	3477	28.4%
2	1793	14.7%
3	1370	11.2%
0	1124	9.2%
5	1039	8.5%
4	889	7.3%
6	851	7.0%
7	598	4.9%
8	550	4.5%
9	536	4.4%

Other Punctuation

Value	Count	Frequency (%)
,	2128	99.8%
.	3	0.1%
?	2	0.1%

Space Separator

Value	Count	Frequency (%)
	12515	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2535	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2535	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	271	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	41995	56.5%
Common	32218	43.3%
Latin	115	0.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	3142	7.5%
구	3020	7.2%
광	2813	6.7%
진	2450	5.8%
시	2434	5.8%
로	2421	5.8%
서	2414	5.7%
울	2413	5.7%
별	2411	5.7%
특	2411	5.7%
Other values (250)	16066	38.3%

Latin

Value	Count	Frequency (%)
B	35	30.4%
F	15	13.0%
A	9	7.8%
C	4	3.5%
e	4	3.5%
S	3	2.6%
P	3	2.6%
I	3	2.6%
i	3	2.6%
H	2	1.7%
Other values (25)	34	29.6%

Common

Value	Count	Frequency (%)
	12515	38.8%
1	3477	10.8%
)	2535	7.9%
(	2535	7.9%
,	2128	6.6%
2	1793	5.6%
3	1370	4.3%
0	1124	3.5%
5	1039	3.2%
4	889	2.8%
Other values (8)	2813	8.7%

Han

Value	Count	Frequency (%)
休	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	41995	56.5%
ASCII	32332	43.5%
Number Forms	1	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	12515	38.7%
1	3477	10.8%
)	2535	7.8%
(	2535	7.8%
,	2128	6.6%
2	1793	5.5%
3	1370	4.2%
0	1124	3.5%
5	1039	3.2%
4	889	2.7%
Other values (42)	2927	9.1%

Hangul

Value	Count	Frequency (%)
동	3142	7.5%
구	3020	7.2%
광	2813	6.7%
진	2450	5.8%
시	2434	5.8%
로	2421	5.8%
서	2414	5.7%
울	2413	5.7%
별	2411	5.7%
특	2411	5.7%
Other values (250)	16066	38.3%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK

Value	Count	Frequency (%)
休	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	192
Distinct (%)	8.0%
Missing	1295
Missing (%)	35.0%
Infinite	0
Infinite (%)	0.0%
Mean	5009.0067

Minimum	4901
Maximum	5119
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.6 KiB

Quantile statistics

Minimum	4901
5-th percentile	4908
Q1	4954
median	5011
Q3	5058
95-th percentile	5105
Maximum	5119
Range	218
Interquartile range (IQR)	104

Descriptive statistics

Standard deviation	62.096853
Coefficient of variation (CV)	0.012397039
Kurtosis	-1.0687306
Mean	5009.0067
Median Absolute Deviation (MAD)	51
Skewness	-0.080774642
Sum	12026625
Variance	3856.0191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4908	55	1.5%
5010	53	1.4%
5073	51	1.4%
5017	40	1.1%
5018	38	1.0%
5009	38	1.0%
5116	38	1.0%
5039	34	0.9%
5041	34	0.9%
5026	33	0.9%
Other values (182)	1987	53.8%
(Missing)	1295	35.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4901	4	0.1%
4902	14	0.4%
4903	19	0.5%
4904	23	0.6%
4905	5	0.1%
4906	7	0.2%
4907	5	0.1%
4908	55	1.5%
4909	17	0.5%
4910	7	0.2%

Value	Count	Frequency (%)
5119	23	0.6%
5118	10	0.3%
5117	19	0.5%
5116	38	1.0%
5115	2	0.1%
5113	3	0.1%
5112	14	0.4%
5110	2	0.1%
5108	2	0.1%
5105	16	0.4%

사업장명
Text

Distinct	3217
Distinct (%)	87.0%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

Length

Max length	36
Median length	30
Mean length	6.3714827
Min length	1

Characters and Unicode

Total characters	23549
Distinct characters	749
Distinct categories	14 ?
Distinct scripts	4 ?
Distinct blocks	8 ?

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

Unique

Unique	2891 ?
Unique (%)	78.2%

Sample

1st row	정미용실
2nd row	치치미용실
3rd row	치치
4th row	마샬
5th row	연화

Value	Count	Frequency (%)
헤어	130	2.7%
hair	49	1.0%
미용실	48	1.0%
네일	32	0.7%
nail	31	0.7%
에스테틱	29	0.6%
건대점	25	0.5%
더	19	0.4%
헤어샵	15	0.3%
뷰티	13	0.3%
Other values (3458)	4365	91.8%

Most occurring characters

Value	Count	Frequency (%)
어	1399	5.9%
헤	1341	5.7%
	1063	4.5%
미	946	4.0%
실	708	3.0%
용	702	3.0%
스	532	2.3%
이	459	1.9%
리	433	1.8%
(	392	1.7%
Other values (739)	15574	66.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18733	79.5%
Lowercase Letter	1407	6.0%
Uppercase Letter	1153	4.9%
Space Separator	1063	4.5%
Open Punctuation	392	1.7%
Close Punctuation	392	1.7%
Other Punctuation	216	0.9%
Decimal Number	174	0.7%
Connector Punctuation	7	< 0.1%
Dash Punctuation	6	< 0.1%
Other values (4)	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	1399	7.5%
헤	1341	7.2%
미	946	5.0%
실	708	3.8%
용	702	3.7%
스	532	2.8%
이	459	2.5%
리	433	2.3%
일	314	1.7%
네	294	1.6%
Other values (659)	11605	61.9%

Lowercase Letter

Value	Count	Frequency (%)
a	201	14.3%
i	144	10.2%
e	137	9.7%
o	118	8.4%
l	106	7.5%
n	103	7.3%
r	97	6.9%
h	70	5.0%
u	65	4.6%
s	58	4.1%
Other values (16)	308	21.9%

Uppercase Letter

Value	Count	Frequency (%)
A	125	10.8%
I	90	7.8%
N	86	7.5%
H	84	7.3%
L	76	6.6%
O	74	6.4%
B	74	6.4%
S	65	5.6%
R	64	5.6%
E	61	5.3%
Other values (16)	354	30.7%

Decimal Number

Value	Count	Frequency (%)
1	41	23.6%
0	30	17.2%
2	27	15.5%
9	19	10.9%
3	19	10.9%
5	9	5.2%
7	8	4.6%
6	8	4.6%
8	7	4.0%
4	6	3.4%

Other Punctuation

Value	Count	Frequency (%)
?	63	29.2%
&	41	19.0%
.	40	18.5%
#	26	12.0%
,	22	10.2%
'	14	6.5%
:	8	3.7%
!	1	0.5%
＃	1	0.5%

Space Separator

Value	Count	Frequency (%)
	1063	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	392	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	392	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	7	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Other Symbol

Value	Count	Frequency (%)
℃	1	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18718	79.5%
Latin	2562	10.9%
Common	2254	9.6%
Han	15	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	1399	7.5%
헤	1341	7.2%
미	946	5.1%
실	708	3.8%
용	702	3.8%
스	532	2.8%
이	459	2.5%
리	433	2.3%
일	314	1.7%
네	294	1.6%
Other values (648)	11590	61.9%

Latin

Value	Count	Frequency (%)
a	201	7.8%
i	144	5.6%
e	137	5.3%
A	125	4.9%
o	118	4.6%
l	106	4.1%
n	103	4.0%
r	97	3.8%
I	90	3.5%
N	86	3.4%
Other values (43)	1355	52.9%

Common

Value	Count	Frequency (%)
	1063	47.2%
(	392	17.4%
)	392	17.4%
?	63	2.8%
1	41	1.8%
&	41	1.8%
.	40	1.8%
0	30	1.3%
2	27	1.2%
#	26	1.2%
Other values (17)	139	6.2%

Han

Value	Count	Frequency (%)
美	5	33.3%
人	1	6.7%
多	1	6.7%
林	1	6.7%
月	1	6.7%
水	1	6.7%
柒	1	6.7%
頭	1	6.7%
安	1	6.7%
愛	1	6.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18717	79.5%
ASCII	4811	20.4%
CJK	15	0.1%
Number Forms	2	< 0.1%
Letterlike Symbols	1	< 0.1%
Compat Jamo	1	< 0.1%
Punctuation	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	1399	7.5%
헤	1341	7.2%
미	946	5.1%
실	708	3.8%
용	702	3.8%
스	532	2.8%
이	459	2.5%
리	433	2.3%
일	314	1.7%
네	294	1.6%
Other values (647)	11589	61.9%

ASCII

Value	Count	Frequency (%)
	1063	22.1%
(	392	8.1%
)	392	8.1%
a	201	4.2%
i	144	3.0%
e	137	2.8%
A	125	2.6%
o	118	2.5%
l	106	2.2%
n	103	2.1%
Other values (66)	2030	42.2%

CJK

Value	Count	Frequency (%)
美	5	33.3%
人	1	6.7%
多	1	6.7%
林	1	6.7%
月	1	6.7%
水	1	6.7%
柒	1	6.7%
頭	1	6.7%
安	1	6.7%
愛	1	6.7%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
℃	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	1	100.0%

Punctuation

Value	Count	Frequency (%)
’	1	100.0%

None

Value	Count	Frequency (%)
＃	1	100.0%

최종수정일자
Date

Distinct	2815
Distinct (%)	76.2%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

Minimum	1999-01-14 00:00:00
Maximum	2024-04-15 16:02:15

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

I	2563
U	1118
D	15

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	2563	69.3%
U	1118	30.2%
D	15	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2563	69.3%
u	1118	30.2%
d	15	0.4%

데이터갱신일자
Date

Distinct	910
Distinct (%)	24.6%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 00:06:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

일반미용업	2767
피부미용업	489
네일아트업	324
메이크업업	94
기타	22

Length

Max length	5
Median length	5
Mean length	4.9821429
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	2767	74.9%
피부미용업	489	13.2%
네일아트업	324	8.8%
메이크업업	94	2.5%
기타	22	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	2767	74.9%
피부미용업	489	13.2%
네일아트업	324	8.8%
메이크업업	94	2.5%
기타	22	0.6%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2038
Distinct (%)	56.3%
Missing	77
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	207115.39

Minimum	205360.7
Maximum	209775.27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.6 KiB

Quantile statistics

Minimum	205360.7
5-th percentile	205838.02
Q1	206363.85
median	207162.87
Q3	207699.86
95-th percentile	208558.29
Maximum	209775.27
Range	4414.5633
Interquartile range (IQR)	1336.0117

Descriptive statistics

Standard deviation	849.3734
Coefficient of variation (CV)	0.004100967
Kurtosis	-0.22070818
Mean	207115.39
Median Absolute Deviation (MAD)	639.44705
Skewness	0.29605174
Sum	7.4955061 × 10⁸
Variance	721435.17
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
208558.286631653	26	0.7%
208394.416382167	20	0.5%
208644.819209521	19	0.5%
207135.958384677	16	0.4%
208403.746065593	12	0.3%
206217.434726027	12	0.3%
206212.244268239	11	0.3%
208738.952014366	11	0.3%
205945.98820137	11	0.3%
206088.852238736	10	0.3%
Other values (2028)	3471	93.9%
(Missing)	77	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
205360.704520746	1	< 0.1%
205366.118854171	1	< 0.1%
205367.268135886	1	< 0.1%
205383.765820741	1	< 0.1%
205390.463339147	1	< 0.1%
205419.524601632	1	< 0.1%
205438.159106242	1	< 0.1%
205450.621773006	1	< 0.1%
205458.029352736	1	< 0.1%
205467.039489419	1	< 0.1%

Value	Count	Frequency (%)
209775.267831522	1	< 0.1%
209766.973555533	3	0.1%
209734.218553133	1	< 0.1%
209637.078215509	4	0.1%
209602.113978282	3	0.1%
209551.051963422	2	0.1%
209523.395129627	3	0.1%
209512.089430461	1	< 0.1%
209506.54940258	2	0.1%
209505.045903118	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2038
Distinct (%)	56.3%
Missing	77
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	449368.21

Minimum	447331.9
Maximum	452140.33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.6 KiB

Quantile statistics

Minimum	447331.9
5-th percentile	447727.03
Q1	448428.75
median	449097.49
Q3	450385.29
95-th percentile	451534.12
Maximum	452140.33
Range	4808.4262
Interquartile range (IQR)	1956.5321

Descriptive statistics

Standard deviation	1196.2508
Coefficient of variation (CV)	0.0026620726
Kurtosis	-0.88874487
Mean	449368.21
Median Absolute Deviation (MAD)	937.07468
Skewness	0.41543705
Sum	1.6262635 × 10⁹
Variance	1431016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
448353.905156369	26	0.7%
448165.279999905	20	0.5%
448711.725750126	19	0.5%
448386.668907366	16	0.4%
448490.239179557	12	0.3%
448506.218743834	12	0.3%
449577.174890763	11	0.3%
448858.223522999	11	0.3%
447862.351973505	11	0.3%
448297.963860543	10	0.3%
Other values (2028)	3471	93.9%
(Missing)	77	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
447331.904249819	1	< 0.1%
447382.310354354	1	< 0.1%
447399.697266999	1	< 0.1%
447411.712462396	2	0.1%
447414.538114925	2	0.1%
447421.91647025	2	0.1%
447434.777242906	3	0.1%
447456.019020609	1	< 0.1%
447461.07290075	1	< 0.1%
447461.92922345	1	< 0.1%

Value	Count	Frequency (%)
452140.330430016	1	< 0.1%
452136.717870103	3	0.1%
452134.45276901	1	< 0.1%
452124.901251429	2	0.1%
452120.341711469	1	< 0.1%
452108.545091879	1	< 0.1%
452106.544784594	1	< 0.1%
452097.000128126	8	0.2%
452093.521893286	1	< 0.1%
452089.198171901	3	0.1%

위생업태명
Categorical

Distinct	16
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

미용업	1588
일반미용업	662
<NA>	610
종합미용업	294
피부미용업	282
Other values (11)	260

Length

Max length	23
Median length	16
Mean length	4.338474
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	1588	43.0%
일반미용업	662	17.9%
<NA>	610	16.5%
종합미용업	294	8.0%
피부미용업	282	7.6%
네일미용업	105	2.8%
피부미용업, 네일미용업	44	1.2%
화장ㆍ분장 미용업	25	0.7%
일반미용업, 네일미용업	23	0.6%
네일미용업, 화장ㆍ분장 미용업	15	0.4%
Other values (6)	48	1.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	1666	42.5%
일반미용업	718	18.3%
na	610	15.6%
피부미용업	353	9.0%
종합미용업	294	7.5%
네일미용업	202	5.2%
화장ㆍ분장	78	2.0%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	1.0%
Missing	1041
Missing (%)	28.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.7506591

Minimum	0
Maximum	102
Zeros	1387
Zeros (%)	37.5%
Negative	0
Negative (%)	0.0%
Memory size	32.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	5
Maximum	102
Range	102
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.5741123
Coefficient of variation (CV)	2.0415809
Kurtosis	264.89479
Mean	1.7506591
Median Absolute Deviation (MAD)	0
Skewness	11.987957
Sum	4648
Variance	12.774279
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	1387	37.5%
4	368	10.0%
3	337	9.1%
2	233	6.3%
1	158	4.3%
5	99	2.7%
6	26	0.7%
7	8	0.2%
11	4	0.1%
8	4	0.1%
Other values (16)	31	0.8%
(Missing)	1041	28.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1387	37.5%
1	158	4.3%
2	233	6.3%
3	337	9.1%
4	368	10.0%
5	99	2.7%
6	26	0.7%
7	8	0.2%
8	4	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
102	1	< 0.1%
50	1	< 0.1%
39	2	0.1%
38	1	< 0.1%
26	2	0.1%
25	4	0.1%
24	4	0.1%
23	1	< 0.1%
20	3	0.1%
19	1	< 0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.3%
Missing	1629
Missing (%)	44.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.22786647

Minimum	0
Maximum	6
Zeros	1674
Zeros (%)	45.3%
Negative	0
Negative (%)	0.0%
Memory size	32.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.55990374
Coefficient of variation (CV)	2.4571572
Kurtosis	24.76621
Mean	0.22786647
Median Absolute Deviation (MAD)	0
Skewness	4.0018084
Sum	471
Variance	0.3134922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	1674	45.3%
1	354	9.6%
2	17	0.5%
3	11	0.3%
4	7	0.2%
5	2	0.1%
6	2	0.1%
(Missing)	1629	44.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1674	45.3%
1	354	9.6%
2	17	0.5%
3	11	0.3%
4	7	0.2%
5	2	0.1%
6	2	0.1%

Value	Count	Frequency (%)
6	2	0.1%
5	2	0.1%
4	7	0.2%
3	11	0.3%
2	17	0.5%
1	354	9.6%
0	1674	45.3%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.5%
Missing	1716
Missing (%)	46.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.98434343

Minimum	0
Maximum	9
Zeros	540
Zeros (%)	14.6%
Negative	0
Negative (%)	0.0%
Memory size	32.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	3
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.91102801
Coefficient of variation (CV)	0.92551845
Kurtosis	11.272032
Mean	0.98434343
Median Absolute Deviation (MAD)	0
Skewness	2.2103369
Sum	1949
Variance	0.82997203
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	1102	29.8%
0	540	14.6%
2	231	6.2%
3	72	1.9%
4	23	0.6%
5	4	0.1%
6	4	0.1%
9	2	0.1%
8	1	< 0.1%
7	1	< 0.1%
(Missing)	1716	46.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	540	14.6%
1	1102	29.8%
2	231	6.2%
3	72	1.9%
4	23	0.6%
5	4	0.1%
6	4	0.1%
7	1	< 0.1%
8	1	< 0.1%
9	2	0.1%

Value	Count	Frequency (%)
9	2	0.1%
8	1	< 0.1%
7	1	< 0.1%
6	4	0.1%
5	4	0.1%
4	23	0.6%
3	72	1.9%
2	231	6.2%
1	1102	29.8%
0	540	14.6%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	0.9%
Missing	2088
Missing (%)	56.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.7966418

Minimum	0
Maximum	202
Zeros	91
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	32.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	202
Range	202
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.6851654
Coefficient of variation (CV)	5.3907047
Kurtosis	355.50379
Mean	1.7966418
Median Absolute Deviation (MAD)	0
Skewness	18.375425
Sum	2889
Variance	93.802428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	1200	32.5%
2	215	5.8%
0	91	2.5%
3	67	1.8%
4	16	0.4%
5	4	0.1%
6	4	0.1%
9	3	0.1%
101	2	0.1%
201	2	0.1%
Other values (4)	4	0.1%
(Missing)	2088	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	91	2.5%
1	1200	32.5%
2	215	5.8%
3	67	1.8%
4	16	0.4%
5	4	0.1%
6	4	0.1%
7	1	< 0.1%
8	1	< 0.1%
9	3	0.1%

Value	Count	Frequency (%)
202	1	< 0.1%
201	2	0.1%
102	1	< 0.1%
101	2	0.1%
9	3	0.1%
8	1	< 0.1%
7	1	< 0.1%
6	4	0.1%
5	4	0.1%
4	16	0.4%

사용시작지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

<NA>	2800
0	822
1	64
2	9
3	1

Length

Max length	4
Median length	4
Mean length	3.2727273
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2800	75.8%
0	822	22.2%
1	64	1.7%
2	9	0.2%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2800	75.8%
0	822	22.2%
1	64	1.7%
2	9	0.2%
3	1	< 0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

<NA>	3272
0	362
1	56
2	5
3	1

Length

Max length	4
Median length	4
Mean length	3.6558442
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>	3272	88.5%
0	362	9.8%
1	56	1.5%
2	5	0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3272	88.5%
0	362	9.8%
1	56	1.5%
2	5	0.1%
3	1	< 0.1%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

0	2025
<NA>	1671

Length

Max length	4
Median length	1
Mean length	2.3563312
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2025	54.8%
<NA>	1671	45.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2025	54.8%
na	1671	45.2%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

0	2025
<NA>	1671

Length

Max length	4
Median length	1
Mean length	2.3563312
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2025	54.8%
<NA>	1671	45.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2025	54.8%
na	1671	45.2%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

0	2025
<NA>	1671

Length

Max length	4
Median length	1
Mean length	2.3563312
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2025	54.8%
<NA>	1671	45.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2025	54.8%
na	1671	45.2%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	643
Missing (%)	17.4%
Memory size	7.3 KiB

False	3053
(Missing)	643

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3053	82.6%
(Missing)	643	17.4%

좌석수
Real number (ℝ)

MISSING ZEROS

Distinct	24
Distinct (%)	0.8%
Missing	701
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5308848

Minimum	0
Maximum	34
Zeros	309
Zeros (%)	8.4%
Negative	0
Negative (%)	0.0%
Memory size	32.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	4
95-th percentile	8
Maximum	34
Range	34
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.6559504
Coefficient of variation (CV)	0.75220534
Kurtosis	19.938146
Mean	3.5308848
Median Absolute Deviation (MAD)	1
Skewness	3.0835129
Sum	10575
Variance	7.0540725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
3	1173	31.7%
4	487	13.2%
2	428	11.6%
0	309	8.4%
5	186	5.0%
6	122	3.3%
8	70	1.9%
7	59	1.6%
10	45	1.2%
1	33	0.9%
Other values (14)	83	2.2%
(Missing)	701	19.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	309	8.4%
1	33	0.9%
2	428	11.6%
3	1173	31.7%
4	487	13.2%
5	186	5.0%
6	122	3.3%
7	59	1.6%
8	70	1.9%
9	18	0.5%

Value	Count	Frequency (%)
34	1	< 0.1%
30	2	0.1%
26	1	< 0.1%
25	1	< 0.1%
20	3	0.1%
18	2	0.1%
17	2	0.1%
16	6	0.2%
15	6	0.2%
14	12	0.3%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	3695
Missing (%)	> 99.9%
Memory size	29.0 KiB

Length

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

Characters and Unicode

Total characters	12
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	1 ?
Unique (%)	100.0%

Sample

1st row	미용면허유효기간내 영업

Value	Count	Frequency (%)
미용면허유효기간내	1	50.0%
영업	1	50.0%

Most occurring characters

Value	Count	Frequency (%)
미	1	8.3%
용	1	8.3%
면	1	8.3%
허	1	8.3%
유	1	8.3%
효	1	8.3%
기	1	8.3%
간	1	8.3%
내	1	8.3%
	1	8.3%
Other values (2)	2	16.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11	91.7%
Space Separator	1	8.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
미	1	9.1%
용	1	9.1%
면	1	9.1%
허	1	9.1%
유	1	9.1%
효	1	9.1%
기	1	9.1%
간	1	9.1%
내	1	9.1%
영	1	9.1%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11	91.7%
Common	1	8.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
미	1	9.1%
용	1	9.1%
면	1	9.1%
허	1	9.1%
유	1	9.1%
효	1	9.1%
기	1	9.1%
간	1	9.1%
내	1	9.1%
영	1	9.1%

Common

Value	Count	Frequency (%)
	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11	91.7%
ASCII	1	8.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
미	1	9.1%
용	1	9.1%
면	1	9.1%
허	1	9.1%
유	1	9.1%
효	1	9.1%
기	1	9.1%
간	1	9.1%
내	1	9.1%
영	1	9.1%

ASCII

Value	Count	Frequency (%)
	1	100.0%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

<NA>	3695
20041006	1

Length

Max length	8
Median length	4
Mean length	4.0010823
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>	3695	> 99.9%
20041006	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3695	> 99.9%
20041006	1	< 0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

<NA>	3695
20041105	1

Length

Max length	8
Median length	4
Mean length	4.0010823
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>	3695	> 99.9%
20041105	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3695	> 99.9%
20041105	1	< 0.1%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

<NA>	3177
임대	511
자가	8

Length

Max length	4
Median length	4
Mean length	3.7191558
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>	3177	86.0%
임대	511	13.8%
자가	8	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3177	86.0%
임대	511	13.8%
자가	8	0.2%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

<NA>	2132
0	1564

Length

Max length	4
Median length	4
Mean length	2.7305195
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>	2132	57.7%
0	1564	42.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2132	57.7%
0	1564	42.3%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	1.5%
Missing	2811
Missing (%)	76.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.76497175

Minimum	0
Maximum	41
Zeros	439
Zeros (%)	11.9%
Negative	0
Negative (%)	0.0%
Memory size	32.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	41
Range	41
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.7576961
Coefficient of variation (CV)	2.2977268
Kurtosis	313.93511
Mean	0.76497175
Median Absolute Deviation (MAD)	1
Skewness	14.576763
Sum	677
Variance	3.0894956
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	439	11.9%
1	358	9.7%
2	48	1.3%
3	16	0.4%
4	8	0.2%
5	5	0.1%
7	3	0.1%
6	3	0.1%
10	1	< 0.1%
9	1	< 0.1%
Other values (3)	3	0.1%
(Missing)	2811	76.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	439	11.9%
1	358	9.7%
2	48	1.3%
3	16	0.4%
4	8	0.2%
5	5	0.1%
6	3	0.1%
7	3	0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
41	1	< 0.1%
11	1	< 0.1%
10	1	< 0.1%
9	1	< 0.1%
8	1	< 0.1%
7	3	0.1%
6	3	0.1%
5	5	0.1%
4	8	0.2%
3	16	0.4%

남성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

<NA>	2813
0	810
1	60
2	11
3	1

Length

Max length	4
Median length	4
Mean length	3.2832792
Min length	1

Unique

Unique	2 ?
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>	2813	76.1%
0	810	21.9%
1	60	1.6%
2	11	0.3%
3	1	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2813	76.1%
0	810	21.9%
1	60	1.6%
2	11	0.3%
3	1	< 0.1%
4	1	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.0 KiB

<NA>	2224
0	1472

Length

Max length	4
Median length	4
Mean length	2.8051948
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>	2224	60.2%
0	1472	39.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2224	60.2%
0	1472	39.8%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	1.0%
Missing	2253
Missing (%)	61.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.86139986

Minimum	0
Maximum	15
Zeros	1004
Zeros (%)	27.2%
Negative	0
Negative (%)	0.0%
Memory size	32.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	15
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.7428833
Coefficient of variation (CV)	2.023315
Kurtosis	10.655754
Mean	0.86139986
Median Absolute Deviation (MAD)	0
Skewness	2.8858771
Sum	1243
Variance	3.0376421
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	1004	27.2%
2	142	3.8%
1	118	3.2%
3	72	1.9%
4	36	1.0%
5	25	0.7%
7	13	0.4%
8	12	0.3%
6	12	0.3%
9	3	0.1%
Other values (4)	6	0.2%
(Missing)	2253	61.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1004	27.2%
1	118	3.2%
2	142	3.8%
3	72	1.9%
4	36	1.0%
5	25	0.7%
6	12	0.3%
7	13	0.4%
8	12	0.3%
9	3	0.1%

Value	Count	Frequency (%)
15	1	< 0.1%
13	1	< 0.1%
11	2	0.1%
10	2	0.1%
9	3	0.1%
8	12	0.3%
7	13	0.4%
6	12	0.3%
5	25	0.7%
4	36	1.0%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	610
Missing (%)	16.5%
Memory size	7.3 KiB

False	3085
True	1
(Missing)	610

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3085	83.5%
True	1	< 0.1%
(Missing)	610	16.5%

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	3040000	3040000-204-1969-00649	19691218	<NA>	3	폐업	2	폐업	20030819	<NA>	<NA>	<NA>	02 0	11.88	143825	서울특별시 광진구 구의동 242-0번지	<NA>	<NA>	정미용실	2003-03-07 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
1	3040000	3040000-204-1971-00443	19710904	<NA>	3	폐업	2	폐업	19980225	<NA>	<NA>	<NA>	02 4656591	15.90	143914	서울특별시 광진구 화양동 9-49번지	<NA>	<NA>	치치미용실	2001-11-29 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	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3040000	3040000-204-1971-00818	19710904	<NA>	3	폐업	2	폐업	19940820	<NA>	<NA>	<NA>	02 00000	15.90	143914	서울특별시 광진구 화양동 2-82번지	<NA>	<NA>	치치	2001-11-29 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	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3040000	3040000-204-1971-01001	19710209	<NA>	3	폐업	2	폐업	19960325	<NA>	<NA>	<NA>	02 4661405	12.20	143843	서울특별시 광진구 자양동 49-117번지	<NA>	<NA>	마샬	2001-11-29 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
4	3040000	3040000-204-1972-01303	19720722	<NA>	3	폐업	2	폐업	20030226	<NA>	<NA>	<NA>	0200000000	15.29	143862	서울특별시 광진구 자양동 553-69번지	<NA>	<NA>	연화	2003-03-05 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	205829.388021	448134.099068	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3040000	3040000-204-1973-00368	19731018	<NA>	3	폐업	2	폐업	20030811	<NA>	<NA>	<NA>	02 4667906	15.92	143904	서울특별시 광진구 중곡동 246-25번지	<NA>	<NA>	대왕미용실	2002-07-09 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	206848.378641	451193.088863	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3040000	3040000-204-1973-00442	19731204	<NA>	3	폐업	2	폐업	20130304	<NA>	<NA>	<NA>	02 4675716	40.00	143914	서울특별시 광진구 화양동 3-1번지	서울특별시 광진구 아차산로33길 90 (화양동)	5011	간지헤어	2011-07-22 11:33:55	I	2018-08-31 23:59:59.0	일반미용업	206270.06042	449094.729917	미용업	3	<NA>	<NA>	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3040000	3040000-204-1973-00446	19730623	<NA>	3	폐업	2	폐업	20000524	<NA>	<NA>	<NA>	02 4622380	18.25	143916	서울특별시 광진구 화양동 18-25번지	<NA>	<NA>	은행미용실	2000-05-24 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	206120.307282	449481.671392	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3040000	3040000-204-1973-00458	19730719	<NA>	3	폐업	2	폐업	19960709	<NA>	<NA>	<NA>	02 4649346	18.49	143917	서울특별시 광진구 화양동 44-77번지	<NA>	<NA>	우리미용실	2001-11-29 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	205801.648626	449042.920777	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3040000	3040000-204-1973-00542	19731129	<NA>	3	폐업	2	폐업	19980307	<NA>	<NA>	<NA>	02 4520731	14.80	143890	서울특별시 광진구 중곡동 124-64번지	<NA>	<NA>	백조미용실	2001-11-29 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	207650.957331	450614.002897	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<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
3686	3040000	3040000-226-2017-00004	20170530	<NA>	3	폐업	2	폐업	20211213	<NA>	<NA>	<NA>	<NA>	119.00	143917	서울특별시 광진구 화양동 48-5 선일빌딩, 2층	서울특별시 광진구 아차산로 207, 2층 (화양동, 선일빌딩)	5019	아이브로우바 루리	2021-12-13 16:13:29	U	2021-12-15 02:40:00.0	피부미용업	205829.430083	448812.537227	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	0	0	0	0	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
3687	3040000	3040000-226-2017-00005	20170629	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	24.00	143890	서울특별시 광진구 중곡동 124-4	서울특별시 광진구 용마산로7길 5, 점포1호 (중곡동)	4923	마루(MARU)	2020-12-07 15:26:50	U	2020-12-09 02:40:00.0	네일아트업	207638.138312	450735.605291	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	1	<NA>	<NA>	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
3688	3040000	3040000-226-2017-00006	20170717	<NA>	3	폐업	2	폐업	20220801	<NA>	<NA>	<NA>	<NA>	17.43	143898	서울특별시 광진구 중곡동 158-6 1층 1호	서울특별시 광진구 능동로38길 17, 1층 1호 (중곡동)	4929	네일소녀	2022-08-01 13:24:20	U	2021-12-08 00:03:00.0	네일아트업	207072.565376	450592.136932	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3689	3040000	3040000-226-2017-00007	20170906	<NA>	3	폐업	2	폐업	20221014	<NA>	<NA>	<NA>	<NA>	51.75	143841	서울특별시 광진구 자양동 1-17 2층	서울특별시 광진구 동일로20길 117, 2층 (자양동)	5073	Zoom's 뷰티	2022-10-14 17:10:18	U	2021-10-30 23:06:00.0	피부미용업	206111.505079	448595.987894	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3690	3040000	3040000-226-2017-00008	20170407	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	49.50	143825	서울특별시 광진구 구의동 246-104 송산빌딩	서울특별시 광진구 아차산로 379, 송산빌딩 2층 201호 (구의동)	5044	네일조아(NAILZOA)	2022-10-17 13:23:18	I	2021-10-30 23:09:00.0	피부미용업	207426.598382	448317.315723	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3691	3040000	3040000-226-2017-00009	2017-12-29	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	22.20	143-915	서울특별시 광진구 화양동 111-12 빌리브 인테라스	서울특별시 광진구 능동로 172, 빌리브 인테라스 1층 110호 (화양동)	5021	끌림네일	2024-01-09 13:31:23	I	2023-11-30 23:01:00.0	피부미용업	206469.210431	449306.220747	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3692	3040000	3040000-226-2018-00001	20180430	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	43.14	143917	서울특별시 광진구 화양동 44-26번지 1층	서울특별시 광진구 동일로22길 23, 1층 (화양동)	5020	루루앤아이래쉬건대점	2018-04-30 11:35:42	I	2018-08-31 23:59:59.0	피부미용업	205728.090455	448904.938315	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	1	1	<NA>	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	임대	0	0	0	0	5	N
3693	3040000	3040000-226-2018-00002	20181115	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	27.10	143900	서울특별시 광진구 중곡동 169-21	서울특별시 광진구 면목로 172, 102호 (중곡동)	4904	차#네일아트	2022-04-04 16:35:56	I	2021-12-04 00:08:00.0	네일아트업	207250.834018	451800.009864	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3694	3040000	3040000-226-2022-00001	20220406	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	24.30	143891	서울특별시 광진구 중곡동 141-2 경빈빌딩	서울특별시 광진구 천호대로111길 57, 경빈빌딩 1층 (중곡동)	4928	네일드빈치(nail de vinci)	2022-04-06 15:23:01	I	2021-12-04 00:08:00.0	네일아트업	207268.745684	450728.754757	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3695	3040000	3040000-226-2023-00001	2023-03-16	<NA>	3	폐업	2	폐업	2023-11-15	<NA>	<NA>	<NA>	<NA>	58.00	143-840	서울특별시 광진구 군자동 370-10	서울특별시 광진구 군자로10길 22-9, 1층 (군자동)	5005	스튜디오.온(studio._on)	2023-11-15 11:45:16	U	2022-10-31 23:07:00.0	메이크업업	206314.317349	449588.520556	<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

Open Punctuation

Close Punctuation

Math Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common