gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	3919
Missing cells	40381
Missing cells (%)	21.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	403.0 B

Variable types

Numeric	11
Text	8
DateTime	4
Unsupported	4
Categorical	18
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	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-16146/S/1/datasetView.do

Alerts

`업태구분명` is highly imbalanced (55.2%)	Imbalance
`좌석수` is highly imbalanced (56.5%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.6%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.6%)	Imbalance
`여성종사자수` is highly imbalanced (87.6%)	Imbalance
`남성종사자수` is highly imbalanced (87.4%)	Imbalance
`다중이용업소여부` is highly imbalanced (93.8%)	Imbalance
`인허가취소일자` has 3919 (100.0%) missing values	Missing
`폐업일자` has 677 (17.3%) missing values	Missing
`휴업시작일자` has 3919 (100.0%) missing values	Missing
`휴업종료일자` has 3919 (100.0%) missing values	Missing
`재개업일자` has 3919 (100.0%) missing values	Missing
`전화번호` has 211 (5.4%) missing values	Missing
`도로명주소` has 2449 (62.5%) missing values	Missing
`도로명우편번호` has 2499 (63.8%) missing values	Missing
`좌표정보(X)` has 404 (10.3%) missing values	Missing
`좌표정보(Y)` has 404 (10.3%) missing values	Missing
`건물지상층수` has 1310 (33.4%) missing values	Missing
`건물지하층수` has 1448 (36.9%) missing values	Missing
`사용시작지상층` has 1696 (43.3%) missing values	Missing
`사용끝지상층` has 2788 (71.1%) missing values	Missing
`사용시작지하층` has 1768 (45.1%) missing values	Missing
`사용끝지하층` has 2889 (73.7%) missing values	Missing
`욕실수` has 1497 (38.2%) missing values	Missing
`발한실여부` has 368 (9.4%) missing values	Missing
`조건부허가신고사유` has 3916 (99.9%) missing values	Missing
`다중이용업소여부` has 367 (9.4%) missing values	Missing
`사용끝지하층` is highly skewed (γ1 = 28.99344434)	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 1674 (42.7%) zeros	Zeros
`건물지하층수` has 1714 (43.7%) zeros	Zeros
`사용시작지상층` has 1537 (39.2%) zeros	Zeros
`사용끝지상층` has 398 (10.2%) zeros	Zeros
`사용시작지하층` has 1511 (38.6%) zeros	Zeros
`사용끝지하층` has 351 (9.0%) zeros	Zeros
`욕실수` has 1582 (40.4%) zeros	Zeros

Reproduction

Analysis started	2024-05-18 03:30:59.979083
Analysis finished	2024-05-18 03:31:04.091583
Duration	4.11 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Real number (ℝ)

Distinct	25
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3127828.5

Minimum	3000000
Maximum	3240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3010000
Q1	3060000
median	3130000
Q3	3210000
95-th percentile	3230000
Maximum	3240000
Range	240000
Interquartile range (IQR)	150000

Descriptive statistics

Standard deviation	77745.512
Coefficient of variation (CV)	0.024856066
Kurtosis	-1.376058
Mean	3127828.5
Median Absolute Deviation (MAD)	70000
Skewness	-0.1344949
Sum	1.225796 × 10¹⁰
Variance	6.0443647 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3220000	404	10.3%
3230000	229	5.8%
3070000	201	5.1%
3010000	187	4.8%
3210000	187	4.8%
3020000	170	4.3%
3180000	166	4.2%
3000000	164	4.2%
3240000	162	4.1%
3200000	161	4.1%
Other values (15)	1888	48.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	164	4.2%
3010000	187	4.8%
3020000	170	4.3%
3030000	158	4.0%
3040000	155	4.0%
3050000	109	2.8%
3060000	125	3.2%
3070000	201	5.1%
3080000	126	3.2%
3090000	90	2.3%

Value	Count	Frequency (%)
3240000	162	4.1%
3230000	229	5.8%
3220000	404	10.3%
3210000	187	4.8%
3200000	161	4.1%
3190000	117	3.0%
3180000	166	4.2%
3170000	90	2.3%
3160000	131	3.3%
3150000	156	4.0%

관리번호
Text

UNIQUE

Distinct	3919
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

Length

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

Characters and Unicode

Total characters	86218
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	3919 ?
Unique (%)	100.0%

Sample

1st row	3200000-202-2021-00001
2nd row	3160000-202-2002-00002
3rd row	3180000-202-2002-00010
4th row	3150000-202-2000-00032
5th row	3140000-202-1987-00071

Value	Count	Frequency (%)
3200000-202-2021-00001	1	< 0.1%
3180000-202-2001-00481	1	< 0.1%
3180000-202-1985-00417	1	< 0.1%
3180000-202-2000-00009	1	< 0.1%
3180000-202-2003-00014	1	< 0.1%
3180000-202-1970-00412	1	< 0.1%
3180000-202-2003-00001	1	< 0.1%
3180000-202-1997-00493	1	< 0.1%
3180000-202-1995-00495	1	< 0.1%
3180000-202-1985-00397	1	< 0.1%
Other values (3909)	3909	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	35867	41.6%
2	13212	15.3%
-	11757	13.6%
1	6634	7.7%
3	6310	7.3%
9	4263	4.9%
8	2300	2.7%
4	1768	2.1%
7	1574	1.8%
6	1292	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74461	86.4%
Dash Punctuation	11757	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	35867	48.2%
2	13212	17.7%
1	6634	8.9%
3	6310	8.5%
9	4263	5.7%
8	2300	3.1%
4	1768	2.4%
7	1574	2.1%
6	1292	1.7%
5	1241	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	11757	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	86218	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	35867	41.6%
2	13212	15.3%
-	11757	13.6%
1	6634	7.7%
3	6310	7.3%
9	4263	4.9%
8	2300	2.7%
4	1768	2.1%
7	1574	1.8%
6	1292	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	86218	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	35867	41.6%
2	13212	15.3%
-	11757	13.6%
1	6634	7.7%
3	6310	7.3%
9	4263	4.9%
8	2300	2.7%
4	1768	2.1%
7	1574	1.8%
6	1292	1.5%

인허가일자
Date

Distinct	3073
Distinct (%)	78.4%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

Minimum	1900-01-01 00:00:00
Maximum	2024-04-23 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3919
Missing (%)	100.0%
Memory size	34.6 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

3	3242
1	677

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	3242	82.7%
1	677	17.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	3242	82.7%
1	677	17.3%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

폐업	3242
영업/정상	677

Length

Max length	5
Median length	2
Mean length	2.5182445
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	영업/정상
2nd row	폐업
3rd row	영업/정상
4th row	영업/정상
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	3242	82.7%
영업/정상	677	17.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3242	82.7%
영업/정상	677	17.3%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

2	3242
1	677

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	3242	82.7%
1	677	17.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	3242	82.7%
1	677	17.3%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

폐업	3242
영업	677

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	3242	82.7%
영업	677	17.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3242	82.7%
영업	677	17.3%

폐업일자
Date

MISSING

Distinct	2316
Distinct (%)	71.4%
Missing	677
Missing (%)	17.3%
Memory size	30.7 KiB

Minimum	1900-01-01 00:00:00
Maximum	2024-05-10 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3919
Missing (%)	100.0%
Memory size	34.6 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3919
Missing (%)	100.0%
Memory size	34.6 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3919
Missing (%)	100.0%
Memory size	34.6 KiB

전화번호
Text

MISSING

Distinct	3422
Distinct (%)	92.3%
Missing	211
Missing (%)	5.4%
Memory size	30.7 KiB

Length

Max length	12
Median length	10
Mean length	9.9687163
Min length	2

Characters and Unicode

Total characters	36964
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	3290 ?
Unique (%)	88.7%

Sample

1st row	0260125234
2nd row	02 8545522
3rd row	02 8315117
4th row	0226912240
5th row	0226493214

Value	Count	Frequency (%)
02	2117	34.9%
0200000000	59	1.0%
00000	49	0.8%
0	12	0.2%
0211111111	6	0.1%
4590573	4	0.1%
542	4	0.1%
547	4	0.1%
932	4	0.1%
749	4	0.1%
Other values (3589)	3800	62.7%

Most occurring characters

Value	Count	Frequency (%)
0	7359	19.9%
2	6519	17.6%
	2780	7.5%
3	2780	7.5%
5	2718	7.4%
4	2665	7.2%
6	2487	6.7%
8	2483	6.7%
7	2440	6.6%
1	2380	6.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34184	92.5%
Space Separator	2780	7.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7359	21.5%
2	6519	19.1%
3	2780	8.1%
5	2718	8.0%
4	2665	7.8%
6	2487	7.3%
8	2483	7.3%
7	2440	7.1%
1	2380	7.0%
9	2353	6.9%

Space Separator

Value	Count	Frequency (%)
	2780	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	36964	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7359	19.9%
2	6519	17.6%
	2780	7.5%
3	2780	7.5%
5	2718	7.4%
4	2665	7.2%
6	2487	6.7%
8	2483	6.7%
7	2440	6.6%
1	2380	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	36964	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7359	19.9%
2	6519	17.6%
	2780	7.5%
3	2780	7.5%
5	2718	7.4%
4	2665	7.2%
6	2487	6.7%
8	2483	6.7%
7	2440	6.6%
1	2380	6.4%

소재지면적
Text

Distinct	3157
Distinct (%)	80.6%
Missing	4
Missing (%)	0.1%
Memory size	30.7 KiB

Length

Max length	10
Median length	6
Mean length	5.9463602
Min length	3

Characters and Unicode

Total characters	23280
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	2901 ?
Unique (%)	74.1%

Sample

1st row	390.19
2nd row	1,620.00
3rd row	640.00
4th row	381.90
5th row	390.35

Value	Count	Frequency (%)
00	322	8.2%
198.00	18	0.5%
330.00	13	0.3%
660.00	13	0.3%
231.00	12	0.3%
450.00	10	0.3%
264.00	9	0.2%
495.00	8	0.2%
363.00	7	0.2%
297.00	7	0.2%
Other values (3147)	3496	89.3%

Most occurring characters

Value	Count	Frequency (%)
.	3915	16.8%
0	3773	16.2%
2	2327	10.0%
1	2187	9.4%
3	1769	7.6%
4	1600	6.9%
6	1567	6.7%
5	1537	6.6%
8	1430	6.1%
7	1417	6.1%
Other values (2)	1758	7.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18977	81.5%
Other Punctuation	4303	18.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3773	19.9%
2	2327	12.3%
1	2187	11.5%
3	1769	9.3%
4	1600	8.4%
6	1567	8.3%
5	1537	8.1%
8	1430	7.5%
7	1417	7.5%
9	1370	7.2%

Other Punctuation

Value	Count	Frequency (%)
.	3915	91.0%
,	388	9.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23280	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	3915	16.8%
0	3773	16.2%
2	2327	10.0%
1	2187	9.4%
3	1769	7.6%
4	1600	6.9%
6	1567	6.7%
5	1537	6.6%
8	1430	6.1%
7	1417	6.1%
Other values (2)	1758	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23280	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	3915	16.8%
0	3773	16.2%
2	2327	10.0%
1	2187	9.4%
3	1769	7.6%
4	1600	6.9%
6	1567	6.7%
5	1537	6.6%
8	1430	6.1%
7	1417	6.1%
Other values (2)	1758	7.6%

소재지우편번호
Text

Distinct	1852
Distinct (%)	47.3%
Missing	5
Missing (%)	0.1%
Memory size	30.7 KiB

Length

Max length	7
Median length	6
Mean length	6.0505876
Min length	6

Characters and Unicode

Total characters	23682
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	917 ?
Unique (%)	23.4%

Sample

1st row	151-830
2nd row	152872
3rd row	150-857
4th row	157-884
5th row	158-808

Value	Count	Frequency (%)
138210	60	1.5%
100450	23	0.6%
135545	14	0.4%
136865	12	0.3%
135892	12	0.3%
140892	11	0.3%
150841	11	0.3%
135819	10	0.3%
140893	10	0.3%
134867	9	0.2%
Other values (1842)	3742	95.6%

Most occurring characters

Value	Count	Frequency (%)
1	5550	23.4%
8	3728	15.7%
3	2942	12.4%
0	2756	11.6%
5	2183	9.2%
2	1857	7.8%
4	1466	6.2%
7	1023	4.3%
9	993	4.2%
6	986	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23484	99.2%
Dash Punctuation	198	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5550	23.6%
8	3728	15.9%
3	2942	12.5%
0	2756	11.7%
5	2183	9.3%
2	1857	7.9%
4	1466	6.2%
7	1023	4.4%
9	993	4.2%
6	986	4.2%

Dash Punctuation

Value	Count	Frequency (%)
-	198	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23682	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5550	23.4%
8	3728	15.7%
3	2942	12.4%
0	2756	11.6%
5	2183	9.2%
2	1857	7.8%
4	1466	6.2%
7	1023	4.3%
9	993	4.2%
6	986	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23682	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5550	23.4%
8	3728	15.7%
3	2942	12.4%
0	2756	11.6%
5	2183	9.2%
2	1857	7.8%
4	1466	6.2%
7	1023	4.3%
9	993	4.2%
6	986	4.2%

지번주소
Text

Distinct	3627
Distinct (%)	92.7%
Missing	5
Missing (%)	0.1%
Memory size	30.7 KiB

Length

Max length	88
Median length	58
Mean length	24.40649
Min length	15

Characters and Unicode

Total characters	95527
Distinct characters	429
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	3374 ?
Unique (%)	86.2%

Sample

1st row	서울특별시 관악구 봉천동 702-49
2nd row	서울특별시 구로구 구로동 731-1
3rd row	서울특별시 영등포구 신길동 4936 푸른숲마을상가 지하
4th row	서울특별시 강서구 화곡동 370-39
5th row	서울특별시 양천구 목동 513-3 지하1층

Value	Count	Frequency (%)
서울특별시	3914	22.4%
강남구	404	2.3%
송파구	229	1.3%
성북구	201	1.2%
중구	187	1.1%
서초구	187	1.1%
지하1층	182	1.0%
용산구	170	1.0%
영등포구	165	0.9%
강동구	162	0.9%
Other values (4520)	11665	66.8%

Most occurring characters

Value	Count	Frequency (%)
	17060	17.9%
동	4507	4.7%
서	4492	4.7%
구	4152	4.3%
1	4025	4.2%
시	3976	4.2%
지	3959	4.1%
울	3921	4.1%
특	3915	4.1%
별	3915	4.1%
Other values (419)	41605	43.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	55740	58.3%
Decimal Number	18370	19.2%
Space Separator	17060	17.9%
Dash Punctuation	3546	3.7%
Other Punctuation	299	0.3%
Uppercase Letter	155	0.2%
Open Punctuation	154	0.2%
Close Punctuation	152	0.2%
Math Symbol	43	< 0.1%
Lowercase Letter	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	4507	8.1%
서	4492	8.1%
구	4152	7.4%
시	3976	7.1%
지	3959	7.1%
울	3921	7.0%
특	3915	7.0%
별	3915	7.0%
번	3250	5.8%
강	886	1.6%
Other values (375)	18767	33.7%

Uppercase Letter

Value	Count	Frequency (%)
B	98	63.2%
A	11	7.1%
K	9	5.8%
S	8	5.2%
T	6	3.9%
D	6	3.9%
P	5	3.2%
J	3	1.9%
L	2	1.3%
R	1	0.6%
Other values (6)	6	3.9%

Decimal Number

Value	Count	Frequency (%)
1	4025	21.9%
2	2596	14.1%
3	1997	10.9%
4	1652	9.0%
5	1589	8.6%
0	1505	8.2%
6	1438	7.8%
7	1273	6.9%
9	1169	6.4%
8	1126	6.1%

Other Punctuation

Value	Count	Frequency (%)
,	276	92.3%
.	16	5.4%
/	4	1.3%
:	2	0.7%
@	1	0.3%

Lowercase Letter

Value	Count	Frequency (%)
a	2	33.3%
r	1	16.7%
e	1	16.7%
w	1	16.7%
o	1	16.7%

Open Punctuation

Value	Count	Frequency (%)
(	142	92.2%
[	12	7.8%

Close Punctuation

Value	Count	Frequency (%)
)	141	92.8%
]	11	7.2%

Space Separator

Value	Count	Frequency (%)
	17060	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3546	100.0%

Math Symbol

Value	Count	Frequency (%)
~	43	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	55740	58.3%
Common	39624	41.5%
Latin	163	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	4507	8.1%
서	4492	8.1%
구	4152	7.4%
시	3976	7.1%
지	3959	7.1%
울	3921	7.0%
특	3915	7.0%
별	3915	7.0%
번	3250	5.8%
강	886	1.6%
Other values (375)	18767	33.7%

Common

Value	Count	Frequency (%)
	17060	43.1%
1	4025	10.2%
-	3546	8.9%
2	2596	6.6%
3	1997	5.0%
4	1652	4.2%
5	1589	4.0%
0	1505	3.8%
6	1438	3.6%
7	1273	3.2%
Other values (12)	2943	7.4%

Latin

Value	Count	Frequency (%)
B	98	60.1%
A	11	6.7%
K	9	5.5%
S	8	4.9%
T	6	3.7%
D	6	3.7%
P	5	3.1%
J	3	1.8%
Ⅱ	2	1.2%
a	2	1.2%
Other values (12)	13	8.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	55740	58.3%
ASCII	39785	41.6%
Number Forms	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17060	42.9%
1	4025	10.1%
-	3546	8.9%
2	2596	6.5%
3	1997	5.0%
4	1652	4.2%
5	1589	4.0%
0	1505	3.8%
6	1438	3.6%
7	1273	3.2%
Other values (33)	3104	7.8%

Hangul

Value	Count	Frequency (%)
동	4507	8.1%
서	4492	8.1%
구	4152	7.4%
시	3976	7.1%
지	3959	7.1%
울	3921	7.0%
특	3915	7.0%
별	3915	7.0%
번	3250	5.8%
강	886	1.6%
Other values (375)	18767	33.7%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

도로명주소
Text

MISSING

Distinct	1444
Distinct (%)	98.2%
Missing	2449
Missing (%)	62.5%
Memory size	30.7 KiB

Length

Max length	66
Median length	56
Mean length	30.64898
Min length	20

Characters and Unicode

Total characters	45054
Distinct characters	452
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	1421 ?
Unique (%)	96.7%

Sample

1st row	서울특별시 관악구 보라매로 13, B101호 (봉천동)
2nd row	서울특별시 구로구 구로동로26길 8 (구로동)
3rd row	서울특별시 영등포구 가마산로79길 46 (신길동,푸른숲마을상가 지하)
4th row	서울특별시 강서구 월정로30길 55 (화곡동)
5th row	서울특별시 양천구 공항대로 612, 지하1층 (목동)

Value	Count	Frequency (%)
서울특별시	1470	17.2%
강남구	198	2.3%
지하1층	157	1.8%
서초구	103	1.2%
영등포구	75	0.9%
강서구	74	0.9%
송파구	73	0.9%
중구	66	0.8%
지하	61	0.7%
성북구	57	0.7%
Other values (2560)	6213	72.7%

Most occurring characters

Value	Count	Frequency (%)
	7083	15.7%
동	1850	4.1%
서	1826	4.1%
1	1633	3.6%
구	1588	3.5%
로	1579	3.5%
시	1531	3.4%
(	1528	3.4%
)	1527	3.4%
울	1481	3.3%
Other values (442)	23428	52.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	26893	59.7%
Space Separator	7083	15.7%
Decimal Number	6561	14.6%
Open Punctuation	1530	3.4%
Close Punctuation	1529	3.4%
Other Punctuation	1108	2.5%
Dash Punctuation	169	0.4%
Uppercase Letter	132	0.3%
Math Symbol	41	0.1%
Lowercase Letter	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1850	6.9%
서	1826	6.8%
구	1588	5.9%
로	1579	5.9%
시	1531	5.7%
울	1481	5.5%
별	1470	5.5%
특	1470	5.5%
길	770	2.9%
층	679	2.5%
Other values (401)	12649	47.0%

Uppercase Letter

Value	Count	Frequency (%)
B	88	66.7%
A	10	7.6%
S	8	6.1%
K	8	6.1%
T	4	3.0%
D	3	2.3%
P	2	1.5%
L	2	1.5%
G	1	0.8%
F	1	0.8%
Other values (5)	5	3.8%

Decimal Number

Value	Count	Frequency (%)
1	1633	24.9%
2	1055	16.1%
3	780	11.9%
0	554	8.4%
4	553	8.4%
5	521	7.9%
6	414	6.3%
7	397	6.1%
8	367	5.6%
9	287	4.4%

Lowercase Letter

Value	Count	Frequency (%)
a	2	33.3%
e	1	16.7%
r	1	16.7%
w	1	16.7%
o	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
,	1098	99.1%
.	7	0.6%
/	3	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	1528	99.9%
[	2	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1527	99.9%
]	2	0.1%

Space Separator

Value	Count	Frequency (%)
	7083	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	169	100.0%

Math Symbol

Value	Count	Frequency (%)
~	41	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	26893	59.7%
Common	18021	40.0%
Latin	140	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1850	6.9%
서	1826	6.8%
구	1588	5.9%
로	1579	5.9%
시	1531	5.7%
울	1481	5.5%
별	1470	5.5%
특	1470	5.5%
길	770	2.9%
층	679	2.5%
Other values (401)	12649	47.0%

Latin

Value	Count	Frequency (%)
B	88	62.9%
A	10	7.1%
S	8	5.7%
K	8	5.7%
T	4	2.9%
D	3	2.1%
a	2	1.4%
P	2	1.4%
Ⅱ	2	1.4%
L	2	1.4%
Other values (11)	11	7.9%

Common

Value	Count	Frequency (%)
	7083	39.3%
1	1633	9.1%
(	1528	8.5%
)	1527	8.5%
,	1098	6.1%
2	1055	5.9%
3	780	4.3%
0	554	3.1%
4	553	3.1%
5	521	2.9%
Other values (10)	1689	9.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	26893	59.7%
ASCII	18159	40.3%
Number Forms	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7083	39.0%
1	1633	9.0%
(	1528	8.4%
)	1527	8.4%
,	1098	6.0%
2	1055	5.8%
3	780	4.3%
0	554	3.1%
4	553	3.0%
5	521	2.9%
Other values (30)	1827	10.1%

Hangul

Value	Count	Frequency (%)
동	1850	6.9%
서	1826	6.8%
구	1588	5.9%
로	1579	5.9%
시	1531	5.7%
울	1481	5.5%
별	1470	5.5%
특	1470	5.5%
길	770	2.9%
층	679	2.5%
Other values (401)	12649	47.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1129
Distinct (%)	79.5%
Missing	2499
Missing (%)	63.8%
Infinite	0
Infinite (%)	0.0%
Mean	5269.6007

Minimum	1000
Maximum	8856
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

Minimum	1000
5-th percentile	1488.35
Q1	3487
median	5565
Q3	6933.5
95-th percentile	8568.25
Maximum	8856
Range	7856
Interquartile range (IQR)	3446.5

Descriptive statistics

Standard deviation	2135.3323
Coefficient of variation (CV)	0.40521709
Kurtosis	-0.9596806
Mean	5269.6007
Median Absolute Deviation (MAD)	1685
Skewness	-0.21857954
Sum	7482833
Variance	4559643.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3346	6	0.2%
6226	6	0.2%
6120	5	0.1%
6199	5	0.1%
4537	5	0.1%
3628	4	0.1%
7250	4	0.1%
6038	4	0.1%
6062	4	0.1%
7663	4	0.1%
Other values (1119)	1373	35.0%
(Missing)	2499	63.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1000	1	< 0.1%
1002	1	< 0.1%
1024	1	< 0.1%
1036	1	< 0.1%
1039	1	< 0.1%
1041	1	< 0.1%
1048	1	< 0.1%
1054	2	0.1%
1066	1	< 0.1%
1068	1	< 0.1%

Value	Count	Frequency (%)
8856	1	< 0.1%
8854	1	< 0.1%
8852	1	< 0.1%
8848	1	< 0.1%
8846	1	< 0.1%
8845	1	< 0.1%
8843	1	< 0.1%
8832	1	< 0.1%
8831	1	< 0.1%
8814	1	< 0.1%

사업장명
Text

Distinct	2873
Distinct (%)	73.3%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

Length

Max length	26
Median length	23
Mean length	4.9017607
Min length	1

Characters and Unicode

Total characters	19210
Distinct characters	565
Distinct categories	9 ?
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	2375 ?
Unique (%)	60.6%

Sample

1st row	샤워 인 더 하우스
2nd row	구로대중탕
3rd row	푸른숲헬스사우나
4th row	태영탕
5th row	월드파크

Value	Count	Frequency (%)
사우나	67	1.6%
수정탕	28	0.7%
청수탕	19	0.4%
현대탕	19	0.4%
제일탕	18	0.4%
약수탕	17	0.4%
스파	17	0.4%
목욕탕	15	0.4%
장수탕	13	0.3%
중앙탕	12	0.3%
Other values (2957)	4020	94.7%

Most occurring characters

Value	Count	Frequency (%)
탕	1991	10.4%
우	960	5.0%
나	884	4.6%
사	880	4.6%
대	547	2.8%
목	481	2.5%
욕	464	2.4%
스	398	2.1%
성	349	1.8%
수	346	1.8%
Other values (555)	11910	62.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18296	95.2%
Space Separator	329	1.7%
Decimal Number	150	0.8%
Uppercase Letter	117	0.6%
Close Punctuation	113	0.6%
Open Punctuation	111	0.6%
Lowercase Letter	73	0.4%
Other Punctuation	19	0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
탕	1991	10.9%
우	960	5.2%
나	884	4.8%
사	880	4.8%
대	547	3.0%
목	481	2.6%
욕	464	2.5%
스	398	2.2%
성	349	1.9%
수	346	1.9%
Other values (497)	10996	60.1%

Uppercase Letter

Value	Count	Frequency (%)
C	13	11.1%
M	12	10.3%
A	12	10.3%
S	11	9.4%
T	7	6.0%
P	7	6.0%
O	6	5.1%
K	6	5.1%
N	6	5.1%
E	6	5.1%
Other values (12)	31	26.5%

Lowercase Letter

Value	Count	Frequency (%)
a	13	17.8%
n	9	12.3%
e	8	11.0%
s	8	11.0%
u	7	9.6%
p	3	4.1%
l	3	4.1%
m	3	4.1%
i	3	4.1%
y	3	4.1%
Other values (9)	13	17.8%

Decimal Number

Value	Count	Frequency (%)
2	65	43.3%
4	51	34.0%
1	11	7.3%
5	9	6.0%
3	4	2.7%
6	3	2.0%
0	3	2.0%
8	2	1.3%
9	2	1.3%

Other Punctuation

Value	Count	Frequency (%)
.	9	47.4%
&	7	36.8%
?	2	10.5%
,	1	5.3%

Space Separator

Value	Count	Frequency (%)
	329	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	113	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	111	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18294	95.2%
Common	724	3.8%
Latin	190	1.0%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1991	10.9%
우	960	5.2%
나	884	4.8%
사	880	4.8%
대	547	3.0%
목	481	2.6%
욕	464	2.5%
스	398	2.2%
성	349	1.9%
수	346	1.9%
Other values (495)	10994	60.1%

Latin

Value	Count	Frequency (%)
a	13	6.8%
C	13	6.8%
M	12	6.3%
A	12	6.3%
S	11	5.8%
n	9	4.7%
e	8	4.2%
s	8	4.2%
u	7	3.7%
T	7	3.7%
Other values (31)	90	47.4%

Common

Value	Count	Frequency (%)
	329	45.4%
)	113	15.6%
(	111	15.3%
2	65	9.0%
4	51	7.0%
1	11	1.5%
.	9	1.2%
5	9	1.2%
&	7	1.0%
3	4	0.6%
Other values (7)	15	2.1%

Han

Value	Count	Frequency (%)
水	1	50.0%
休	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18294	95.2%
ASCII	914	4.8%
CJK	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1991	10.9%
우	960	5.2%
나	884	4.8%
사	880	4.8%
대	547	3.0%
목	481	2.6%
욕	464	2.5%
스	398	2.2%
성	349	1.9%
수	346	1.9%
Other values (495)	10994	60.1%

ASCII

Value	Count	Frequency (%)
	329	36.0%
)	113	12.4%
(	111	12.1%
2	65	7.1%
4	51	5.6%
a	13	1.4%
C	13	1.4%
M	12	1.3%
A	12	1.3%
1	11	1.2%
Other values (48)	184	20.1%

CJK

Value	Count	Frequency (%)
水	1	50.0%
休	1	50.0%

최종수정일자
Date

Distinct	2454
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

Minimum	1999-01-08 00:00:00
Maximum	2024-05-16 16:03:35

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

I	3056
U	863

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	3056	78.0%
U	863	22.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3056	78.0%
u	863	22.0%

데이터갱신일자
Date

Distinct	599
Distinct (%)	15.3%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

공동탕업	3184
공동탕업+찜질시설서비스영업	334
한증막업	162
목욕장업 기타	146
찜질시설서비스영업	93

Length

Max length	14
Median length	4
Mean length	5.0826742
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	3184	81.2%
공동탕업+찜질시설서비스영업	334	8.5%
한증막업	162	4.1%
목욕장업 기타	146	3.7%
찜질시설서비스영업	93	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	3184	78.3%
공동탕업+찜질시설서비스영업	334	8.2%
한증막업	162	4.0%
목욕장업	146	3.6%
기타	146	3.6%
찜질시설서비스영업	93	2.3%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2860
Distinct (%)	81.4%
Missing	404
Missing (%)	10.3%
Infinite	0
Infinite (%)	0.0%
Mean	199614.55

Minimum	182895.67
Maximum	215512.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

Minimum	182895.67
5-th percentile	186799.17
Q1	193646.05
median	201290.05
Q3	204664.3
95-th percentile	211041.87
Maximum	215512.98
Range	32617.307
Interquartile range (IQR)	11018.251

Descriptive statistics

Standard deviation	7148.5531
Coefficient of variation (CV)	0.035811784
Kurtosis	-0.73856379
Mean	199614.55
Median Absolute Deviation (MAD)	5116.4347
Skewness	-0.27005647
Sum	7.0164515 × 10⁸
Variance	51101812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
208589.363343145	7	0.2%
199974.400997613	6	0.2%
202651.538047427	5	0.1%
208644.819209521	5	0.1%
192554.043312022	5	0.1%
202378.390574465	5	0.1%
198966.466796388	5	0.1%
203848.249311066	5	0.1%
203901.878812978	5	0.1%
201876.521665604	4	0.1%
Other values (2850)	3463	88.4%
(Missing)	404	10.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
182895.668483962	1	< 0.1%
183007.220061564	1	< 0.1%
183049.525160207	1	< 0.1%
183090.805509245	1	< 0.1%
183118.598958412	1	< 0.1%
183131.028798764	2	0.1%
183215.287450855	1	< 0.1%
183269.526391991	2	0.1%
183271.311495807	1	< 0.1%
183306.751602566	3	0.1%

Value	Count	Frequency (%)
215512.97537469	2	0.1%
215400.574803	1	< 0.1%
215073.592252889	2	0.1%
214856.492433065	1	< 0.1%
214830.790078856	1	< 0.1%
214556.263493741	1	< 0.1%
214500.427256388	1	< 0.1%
214395.085383506	1	< 0.1%
213628.354436887	2	0.1%
213613.884984794	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2860
Distinct (%)	81.4%
Missing	404
Missing (%)	10.3%
Infinite	0
Infinite (%)	0.0%
Mean	449281.51

Minimum	436991.45
Maximum	465094.19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

Minimum	436991.45
5-th percentile	441899.4
Q1	444866.39
median	448686.88
Q3	452607.95
95-th percentile	459625.4
Maximum	465094.19
Range	28102.742
Interquartile range (IQR)	7741.5666

Descriptive statistics

Standard deviation	5442.3876
Coefficient of variation (CV)	0.012113536
Kurtosis	-0.363818
Mean	449281.51
Median Absolute Deviation (MAD)	3845.8156
Skewness	0.49384963
Sum	1.5792245 × 10⁹
Variance	29619583
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
445455.90405262	7	0.2%
448243.817170275	6	0.2%
456473.886142136	5	0.1%
448711.725750126	5	0.1%
455068.381757311	5	0.1%
446705.197148871	5	0.1%
452608.062544497	5	0.1%
443834.310545284	5	0.1%
446783.967552696	5	0.1%
455664.635302013	4	0.1%
Other values (2850)	3463	88.4%
(Missing)	404	10.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
436991.446935421	1	< 0.1%
437401.591082059	1	< 0.1%
437571.204954672	1	< 0.1%
437880.321300564	1	< 0.1%
437914.06299827	1	< 0.1%
437915.621690013	1	< 0.1%
438068.094636291	1	< 0.1%
438436.109390506	2	0.1%
438486.034499121	1	< 0.1%
438520.182013694	1	< 0.1%

Value	Count	Frequency (%)
465094.18915856	1	< 0.1%
464731.761130542	1	< 0.1%
464404.895005692	1	< 0.1%
464385.587785162	1	< 0.1%
464174.850719823	3	0.1%
464069.834711115	1	< 0.1%
464003.405075075	2	0.1%
463898.141439795	1	< 0.1%
463765.987531795	1	< 0.1%
463763.240794805	1	< 0.1%

위생업태명
Categorical

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

공동탕업	2976
<NA>	367
공동탕업+찜질시설서비스영업	242
한증막업	150
목욕장업 기타	108

Length

Max length	14
Median length	4
Mean length	4.7971421
Min length	4

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 (%)
공동탕업	2976	75.9%
<NA>	367	9.4%
공동탕업+찜질시설서비스영업	242	6.2%
한증막업	150	3.8%
목욕장업 기타	108	2.8%
찜질시설서비스영업	76	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	2976	73.9%
na	367	9.1%
공동탕업+찜질시설서비스영업	242	6.0%
한증막업	150	3.7%
목욕장업	108	2.7%
기타	108	2.7%
찜질시설서비스영업	76	1.9%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	29
Distinct (%)	1.1%
Missing	1310
Missing (%)	33.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.9808356

Minimum	0
Maximum	40
Zeros	1674
Zeros (%)	42.7%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	9
Maximum	40
Range	40
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.7325793
Coefficient of variation (CV)	1.8843458
Kurtosis	16.673868
Mean	1.9808356
Median Absolute Deviation (MAD)	0
Skewness	3.305319
Sum	5168
Variance	13.932148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	1674	42.7%
3	217	5.5%
4	189	4.8%
5	129	3.3%
2	93	2.4%
6	71	1.8%
7	50	1.3%
8	29	0.7%
10	24	0.6%
1	24	0.6%
Other values (19)	109	2.8%
(Missing)	1310	33.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1674	42.7%
1	24	0.6%
2	93	2.4%
3	217	5.5%
4	189	4.8%
5	129	3.3%
6	71	1.8%
7	50	1.3%
8	29	0.7%
9	19	0.5%

Value	Count	Frequency (%)
40	1	< 0.1%
37	1	< 0.1%
35	1	< 0.1%
26	1	< 0.1%
25	3	0.1%
24	2	0.1%
22	3	0.1%
21	1	< 0.1%
20	4	0.1%
19	2	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.4%
Missing	1448
Missing (%)	36.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.51517604

Minimum	0
Maximum	9
Zeros	1714
Zeros (%)	43.7%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.024632
Coefficient of variation (CV)	1.9888969
Kurtosis	12.070655
Mean	0.51517604
Median Absolute Deviation (MAD)	0
Skewness	3.0190541
Sum	1273
Variance	1.0498708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	1714	43.7%
1	493	12.6%
2	132	3.4%
3	67	1.7%
4	38	1.0%
5	11	0.3%
6	8	0.2%
7	5	0.1%
8	2	0.1%
9	1	< 0.1%
(Missing)	1448	36.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1714	43.7%
1	493	12.6%
2	132	3.4%
3	67	1.7%
4	38	1.0%
5	11	0.3%
6	8	0.2%
7	5	0.1%
8	2	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	2	0.1%
7	5	0.1%
6	8	0.2%
5	11	0.3%
4	38	1.0%
3	67	1.7%
2	132	3.4%
1	493	12.6%
0	1714	43.7%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	0.7%
Missing	1696
Missing (%)	43.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.63697706

Minimum	0
Maximum	16
Zeros	1537
Zeros (%)	39.2%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	16
Range	16
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.4706918
Coefficient of variation (CV)	2.3088616
Kurtosis	35.499654
Mean	0.63697706
Median Absolute Deviation (MAD)	0
Skewness	4.9504709
Sum	1416
Variance	2.1629345
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	1537	39.2%
1	363	9.3%
2	183	4.7%
3	59	1.5%
4	32	0.8%
5	19	0.5%
7	7	0.2%
6	7	0.2%
13	4	0.1%
15	3	0.1%
Other values (6)	9	0.2%
(Missing)	1696	43.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1537	39.2%
1	363	9.3%
2	183	4.7%
3	59	1.5%
4	32	0.8%
5	19	0.5%
6	7	0.2%
7	7	0.2%
8	2	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
16	1	< 0.1%
15	3	0.1%
14	1	< 0.1%
13	4	0.1%
12	2	0.1%
10	2	0.1%
9	1	< 0.1%
8	2	0.1%
7	7	0.2%
6	7	0.2%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	18
Distinct (%)	1.6%
Missing	2788
Missing (%)	71.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.694076

Minimum	0
Maximum	17
Zeros	398
Zeros (%)	10.2%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	5
Maximum	17
Range	17
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.9902751
Coefficient of variation (CV)	1.174844
Kurtosis	12.046953
Mean	1.694076
Median Absolute Deviation (MAD)	1
Skewness	2.5742071
Sum	1916
Variance	3.961195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	398	10.2%
2	257	6.6%
1	186	4.7%
3	163	4.2%
4	50	1.3%
5	34	0.9%
6	17	0.4%
7	12	0.3%
13	3	0.1%
12	2	0.1%
Other values (8)	9	0.2%
(Missing)	2788	71.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	398	10.2%
1	186	4.7%
2	257	6.6%
3	163	4.2%
4	50	1.3%
5	34	0.9%
6	17	0.4%
7	12	0.3%
8	2	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
17	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
13	3	0.1%
12	2	0.1%
11	1	< 0.1%
10	1	< 0.1%
9	1	< 0.1%
8	2	0.1%

사용시작지하층
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.3%
Missing	1768
Missing (%)	45.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.35518364

Minimum	0
Maximum	8
Zeros	1511
Zeros (%)	38.6%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.61403723
Coefficient of variation (CV)	1.7287881
Kurtosis	13.307593
Mean	0.35518364
Median Absolute Deviation (MAD)	0
Skewness	2.3925982
Sum	764
Variance	0.37704172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1511	38.6%
1	534	13.6%
2	95	2.4%
3	8	0.2%
4	2	0.1%
8	1	< 0.1%
(Missing)	1768	45.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1511	38.6%
1	534	13.6%
2	95	2.4%
3	8	0.2%
4	2	0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
4	2	0.1%
3	8	0.2%
2	95	2.4%
1	534	13.6%
0	1511	38.6%

사용끝지하층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	7
Distinct (%)	0.7%
Missing	2889
Missing (%)	73.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.0019417

Minimum	0
Maximum	101
Zeros	351
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	3.2267703
Coefficient of variation (CV)	3.2205169
Kurtosis	898.61781
Mean	1.0019417
Median Absolute Deviation (MAD)	1
Skewness	28.993444
Sum	1032
Variance	10.412047
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	461	11.8%
0	351	9.0%
2	190	4.8%
3	22	0.6%
4	4	0.1%
8	1	< 0.1%
101	1	< 0.1%
(Missing)	2889	73.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	351	9.0%
1	461	11.8%
2	190	4.8%
3	22	0.6%
4	4	0.1%
8	1	< 0.1%
101	1	< 0.1%

Value	Count	Frequency (%)
101	1	< 0.1%
8	1	< 0.1%
4	4	0.1%
3	22	0.6%
2	190	4.8%
1	461	11.8%
0	351	9.0%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

0	2036
<NA>	1883

Length

Max length	4
Median length	1
Mean length	2.4414391
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2036	52.0%
<NA>	1883	48.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2036	52.0%
na	1883	48.0%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

0	2036
<NA>	1883

Length

Max length	4
Median length	1
Mean length	2.4414391
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2036	52.0%
<NA>	1883	48.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2036	52.0%
na	1883	48.0%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	0.6%
Missing	1497
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.90627581

Minimum	0
Maximum	16
Zeros	1582
Zeros (%)	40.4%
Negative	0
Negative (%)	0.0%
Memory size	34.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	4
Maximum	16
Range	16
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.7252079
Coefficient of variation (CV)	1.9036235
Kurtosis	16.087202
Mean	0.90627581
Median Absolute Deviation (MAD)	0
Skewness	3.3442305
Sum	2195
Variance	2.9763423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	1582	40.4%
2	538	13.7%
1	131	3.3%
4	37	0.9%
6	33	0.8%
3	33	0.8%
8	22	0.6%
5	19	0.5%
7	8	0.2%
10	5	0.1%
Other values (5)	14	0.4%
(Missing)	1497	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1582	40.4%
1	131	3.3%
2	538	13.7%
3	33	0.8%
4	37	0.9%
5	19	0.5%
6	33	0.8%
7	8	0.2%
8	22	0.6%
9	4	0.1%

Value	Count	Frequency (%)
16	3	0.1%
14	1	< 0.1%
12	2	0.1%
11	4	0.1%
10	5	0.1%
9	4	0.1%
8	22	0.6%
7	8	0.2%
6	33	0.8%
5	19	0.5%

발한실여부
Boolean

MISSING

Distinct	2
Distinct (%)	0.1%
Missing	368
Missing (%)	9.4%
Memory size	7.8 KiB

False	2946
True	605
(Missing)	368

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2946	75.2%
True	605	15.4%
(Missing)	368	9.4%

좌석수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

0	2028
<NA>	1887
5	2
6	1
7	1

Length

Max length	4
Median length	1
Mean length	2.4445011
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 (%)
0	2028	51.7%
<NA>	1887	48.2%
5	2	0.1%
6	1	< 0.1%
7	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2028	51.7%
na	1887	48.2%
5	2	0.1%
6	1	< 0.1%
7	1	< 0.1%

조건부허가신고사유
Text

MISSING

Distinct	3
Distinct (%)	100.0%
Missing	3916
Missing (%)	99.9%
Memory size	30.7 KiB

Length

Max length	88
Median length	69
Mean length	55
Min length	8

Characters and Unicode

Total characters	165
Distinct characters	69
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	3 ?
Unique (%)	100.0%

Sample

1st row	이 영업신고의 효력은 건축물 임시사용승인기간 2012.4.30까지이며 건축물 사용승인 연장 또는 준공 완료시 재신청 해야 함
2nd row	영업신고 수리는 임시사용승인기간(2005.2.28 ~ 2006.2.27)으로 하고 기간해제(사용검사 필)나 기간연장시는 자동으로 해제 또는 연장된것으로 본다.
3rd row	지위승계신청보류

Value	Count	Frequency (%)
건축물	2	6.7%
또는	2	6.7%
이	1	3.3%
수리는	1	3.3%
본다	1	3.3%
연장된것으로	1	3.3%
해제	1	3.3%
자동으로	1	3.3%
기간연장시는	1	3.3%
필)나	1	3.3%
Other values (18)	18	60.0%

Most occurring characters

Value	Count	Frequency (%)
	27	16.4%
2	8	4.8%
.	7	4.2%
0	6	3.6%
사	5	3.0%
간	4	2.4%
기	4	2.4%
승	4	2.4%
용	4	2.4%
시	4	2.4%
Other values (59)	92	55.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	105	63.6%
Space Separator	27	16.4%
Decimal Number	21	12.7%
Other Punctuation	7	4.2%
Close Punctuation	2	1.2%
Open Punctuation	2	1.2%
Math Symbol	1	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	5	4.8%
간	4	3.8%
기	4	3.8%
승	4	3.8%
용	4	3.8%
시	4	3.8%
는	4	3.8%
신	4	3.8%
해	3	2.9%
로	3	2.9%
Other values (45)	66	62.9%

Decimal Number

Value	Count	Frequency (%)
2	8	38.1%
0	6	28.6%
7	1	4.8%
6	1	4.8%
8	1	4.8%
5	1	4.8%
1	1	4.8%
4	1	4.8%
3	1	4.8%

Space Separator

Value	Count	Frequency (%)
	27	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	7	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	105	63.6%
Common	60	36.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	5	4.8%
간	4	3.8%
기	4	3.8%
승	4	3.8%
용	4	3.8%
시	4	3.8%
는	4	3.8%
신	4	3.8%
해	3	2.9%
로	3	2.9%
Other values (45)	66	62.9%

Common

Value	Count	Frequency (%)
	27	45.0%
2	8	13.3%
.	7	11.7%
0	6	10.0%
)	2	3.3%
(	2	3.3%
7	1	1.7%
~	1	1.7%
6	1	1.7%
8	1	1.7%
Other values (4)	4	6.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	105	63.6%
ASCII	60	36.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	27	45.0%
2	8	13.3%
.	7	11.7%
0	6	10.0%
)	2	3.3%
(	2	3.3%
7	1	1.7%
~	1	1.7%
6	1	1.7%
8	1	1.7%
Other values (4)	4	6.7%

Hangul

Value	Count	Frequency (%)
사	5	4.8%
간	4	3.8%
기	4	3.8%
승	4	3.8%
용	4	3.8%
시	4	3.8%
는	4	3.8%
신	4	3.8%
해	3	2.9%
로	3	2.9%
Other values (45)	66	62.9%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

<NA>	3917
20120301	1
20050304	1

Length

Max length	8
Median length	4
Mean length	4.0020413
Min length	4

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>	3917	99.9%
20120301	1	< 0.1%
20050304	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3917	99.9%
20120301	1	< 0.1%
20050304	1	< 0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

<NA>	3917
20120430	1
20060227	1

Length

Max length	8
Median length	4
Mean length	4.0020413
Min length	4

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>	3917	99.9%
20120430	1	< 0.1%
20060227	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3917	99.9%
20120430	1	< 0.1%
20060227	1	< 0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

<NA>	3255
임대	429
자가	235

Length

Max length	4
Median length	4
Mean length	3.661138
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>	3255	83.1%
임대	429	10.9%
자가	235	6.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3255	83.1%
임대	429	10.9%
자가	235	6.0%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

<NA>	3148
0	771

Length

Max length	4
Median length	4
Mean length	3.4097984
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>	3148	80.3%
0	771	19.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3148	80.3%
0	771	19.7%

여성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

<NA>	3706
0	205
2	3
20	2
4	2

Length

Max length	4
Median length	4
Mean length	3.8374585
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>	3706	94.6%
0	205	5.2%
2	3	0.1%
20	2	0.1%
4	2	0.1%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3706	94.6%
0	205	5.2%
2	3	0.1%
20	2	0.1%
4	2	0.1%
1	1	< 0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

<NA>	3706
0	202
1	4
2	3
20	2

Length

Max length	4
Median length	4
Mean length	3.8374585
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>	3706	94.6%
0	202	5.2%
1	4	0.1%
2	3	0.1%
20	2	0.1%
3	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3706	94.6%
0	202	5.2%
1	4	0.1%
2	3	0.1%
20	2	0.1%
3	2	0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

<NA>	3277
0	642

Length

Max length	4
Median length	4
Mean length	3.5085481
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>	3277	83.6%
0	642	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3277	83.6%
0	642	16.4%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	30.7 KiB

<NA>	3299
0	620

Length

Max length	4
Median length	4
Mean length	3.5253891
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>	3299	84.2%
0	620	15.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3299	84.2%
0	620	15.8%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	367
Missing (%)	9.4%
Memory size	7.8 KiB

False	3526
True	26
(Missing)	367

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3526	90.0%
True	26	0.7%
(Missing)	367	9.4%

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	3200000	3200000-202-2021-00001	2021-05-26	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0260125234	390.19	151-830	서울특별시 관악구 봉천동 702-49	서울특별시 관악구 보라매로 13, B101호 (봉천동)	8708	샤워 인 더 하우스	2023-03-08 13:55:08	U	2022-12-02 23:00:00.0	공동탕업	193481.099048	443157.363464	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3160000	3160000-202-2002-00002	20021009	<NA>	3	폐업	2	폐업	20220405	<NA>	<NA>	<NA>	02 8545522	1,620.00	152872	서울특별시 구로구 구로동 731-1	서울특별시 구로구 구로동로26길 8 (구로동)	8311	구로대중탕	2022-04-05 15:56:26	U	2021-12-04 00:07:00.0	한증막업	189736.718757	443130.14016	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3180000	3180000-202-2002-00010	2002-12-26	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 8315117	640.00	150-857	서울특별시 영등포구 신길동 4936 푸른숲마을상가 지하	서울특별시 영등포구 가마산로79길 46 (신길동,푸른숲마을상가 지하)	7350	푸른숲헬스사우나	2023-03-10 09:51:14	U	2022-12-02 23:02:00.0	공동탕업	192702.306288	445115.514647	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3150000	3150000-202-2000-00032	2000-07-29	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226912240	381.90	157-884	서울특별시 강서구 화곡동 370-39	서울특별시 강서구 월정로30길 55 (화곡동)	7765	태영탕	2023-03-15 13:58:24	U	2022-12-02 23:07:00.0	공동탕업	185699.207165	448088.463635	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3140000	3140000-202-1987-00071	1987-12-24	<NA>	3	폐업	2	폐업	2023-03-17	<NA>	<NA>	<NA>	0226493214	390.35	158-808	서울특별시 양천구 목동 513-3 지하1층	서울특별시 양천구 공항대로 612, 지하1층 (목동)	7968	월드파크	2023-03-17 15:12:58	U	2022-12-02 23:09:00.0	공동탕업	188669.485919	449398.438608	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3070000	3070000-202-2023-00001	2023-03-15	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	107.07	136-072	서울특별시 성북구 안암동2가 97-16	서울특별시 성북구 고려대로13길 10-3, 지1층 (안암동2가)	2843	단오풍정	2023-03-20 14:32:03	U	2022-12-02 22:02:00.0	목욕장업 기타	202015.769795	453874.258941	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3160000	3160000-202-2012-00001	2012-01-18	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0236663668	951.66	152-090	서울특별시 구로구 개봉동 478 개봉한진아파트 상가1동 지하1층	서울특별시 구로구 개봉로3길 87 (개봉동,개봉한진아파트 상가1동 지하1층)	8354	한진힐링사우나	2023-03-22 11:36:11	U	2022-12-02 22:04:00.0	목욕장업 기타	186835.1723	442508.979735	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3130000	3130000-202-1999-00161	1999-02-27	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 701 3370	532.76	121-876	서울특별시 마포구 용강동 122-16 지하1층 일부	서울특별시 마포구 토정로32길 4, 지하1층 (용강동)	4163	토정24시사우나찜질방	2023-03-23 14:38:37	U	2022-12-02 22:05:00.0	공동탕업	194742.383948	448757.883381	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3220000	3220000-202-1997-00240	1997-02-25	<NA>	3	폐업	2	폐업	2023-03-28	<NA>	<NA>	<NA>	0234636100	198.55	135-270	서울특별시 강남구 도곡동 902-124 ,125	서울특별시 강남구 남부순환로365길 39 (도곡동,,125)	6269	장수사우나	2023-03-28 12:06:36	U	2022-12-02 21:00:00.0	공동탕업	203448.153783	442872.045848	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3030000	3030000-202-2022-00001	2022-07-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	132.06	133-856	서울특별시 성동구 하왕십리동 866-2 삼협빌딩	서울특별시 성동구 왕십리로 386, 삼협빌딩 지1층 (하왕십리동)	4701	해빗	2023-03-30 14:50:19	U	2022-12-04 00:01:00.0	목욕장업 기타	202371.997992	451423.409696	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	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
3909	3240000	3240000-202-2001-00010	20010829	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 427 0092	1,077.00	134857	서울특별시 강동구 암사동 461	서울특별시 강동구 고덕로 52 (암사동)	5251	대원 목욕탕	2022-10-28 14:51:08	U	2021-10-30 21:00:00.0	공동탕업+찜질시설서비스영업	211466.885452	450264.276388	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3910	3240000	3240000-202-2002-00017	20020102	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4265933	810.13	134830	서울특별시 강동구 명일동 306-7	서울특별시 강동구 양재대로 1657-11 (명일동)	5257	다래	2022-12-28 15:24:14	U	2021-11-01 21:00:00.0	공동탕업+찜질시설서비스영업	212603.194993	450135.008703	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3911	3100000	3100000-202-2007-00002	20070316	<NA>	3	폐업	2	폐업	20220907	<NA>	<NA>	<NA>	0263398344	953.73	139240	서울특별시 노원구 공릉동 581-1	서울특별시 노원구 동일로180길 14 (공릉동)	1848	공릉보석사우나	2022-09-07 16:02:26	U	2021-12-09 00:09:00.0	공동탕업	206578.976039	457736.364675	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3912	3160000	3160000-202-1985-00254	19850904	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02857 3426	321.83	152857	서울특별시 구로구 구로동 447-7	서울특별시 구로구 구로동로38길 32 (구로동)	8285	신용명탕	2022-09-08 10:03:42	U	2021-12-08 23:00:00.0	공동탕업	189727.229988	443626.167672	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3913	3110000	3110000-202-2022-00001	20220929	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 3876410	123.35	122827	서울특별시 은평구 녹번동 35-1	서울특별시 은평구 통일로 641, 4층 (녹번동)	3382	술리스	2022-09-29 15:37:06	I	2021-10-31 00:01:00.0	목욕장업 기타	194149.311653	455747.137278	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3914	3120000	3120000-202-1998-01399	19981220	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 3918220	641.37	120100	서울특별시 서대문구 홍은동 9-144 ,436	서울특별시 서대문구 포방터길 56-1 (홍은동,,436)	3606	홍은탕	2022-09-30 14:59:37	U	2021-10-31 00:02:00.0	공동탕업	195463.148511	455201.994072	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3915	3050000	3050000-202-1985-00463	1985-09-17	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9571092	141.60	130-868	서울특별시 동대문구 청량리동 205-30	서울특별시 동대문구 제기로17길 29-3 (청량리동)	2471	홍능탕	2023-12-05 10:24:22	U	2022-11-02 00:07:00.0	공동탕업	203533.379766	453972.400859	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3916	3210000	3210000-202-2015-00003	2015-04-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	422.42	137-060	서울특별시 서초구 방배동 761-6 , 14호 지하 1층	서울특별시 서초구 방배중앙로 187, 지하 1층 (방배동)	6554	방배카페불한증막	2024-03-27 14:56:20	U	2023-12-02 22:09:00.0	한증막업	198650.438044	443718.876374	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3917	3180000	3180000-202-2013-00001	20130206	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 835 3663	575.58	150820	서울특별시 영등포구 대림동 909-2 썬프라자	서울특별시 영등포구 신길로 39, 썬프라자 지하1층 (대림동)	7440	영자네목욕탕	2022-10-04 13:22:31	U	2021-10-31 00:06:00.0	공동탕업+찜질시설서비스영업	191800.728215	443809.773855	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3918	3180000	3180000-202-2021-00001	2021-03-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0220908023	1348.00	150-881	서울특별시 영등포구 여의도동 28-3 여의도파크센터	서울특별시 영등포구 여의대로 8, 여의도파크센터 B2층 (여의도동)	7320	여의도 메리어트 호텔 수피트니스 앤 스파	2023-12-18 14:39:14	U	2022-11-01 22:00:00.0	공동탕업+찜질시설서비스영업	192739.314354	446552.469846	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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

Decimal Number

Other Punctuation

Lowercase Letter

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Math Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII