gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	4551
Missing cells	47272
Missing cells (%)	22.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.8 MiB
Average record size in memory	404.0 B

Variable types

Categorical	19
Text	8
DateTime	3
Unsupported	4
Numeric	11
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	마포구
URL	https://data.seoul.go.kr/dataList/OA-17915/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`사용시작지하층` is highly imbalanced (63.6%)	Imbalance
`사용끝지하층` is highly imbalanced (72.9%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.7%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.7%)	Imbalance
`건물소유구분명` is highly imbalanced (60.5%)	Imbalance
`남성종사자수` is highly imbalanced (62.2%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.3%)	Imbalance
`인허가취소일자` has 4551 (100.0%) missing values	Missing
`폐업일자` has 1847 (40.6%) missing values	Missing
`휴업시작일자` has 4551 (100.0%) missing values	Missing
`휴업종료일자` has 4551 (100.0%) missing values	Missing
`재개업일자` has 4551 (100.0%) missing values	Missing
`전화번호` has 1807 (39.7%) missing values	Missing
`도로명주소` has 1093 (24.0%) missing values	Missing
`도로명우편번호` has 1104 (24.3%) missing values	Missing
`좌표정보(X)` has 196 (4.3%) missing values	Missing
`좌표정보(Y)` has 196 (4.3%) missing values	Missing
`건물지상층수` has 1722 (37.8%) missing values	Missing
`건물지하층수` has 1820 (40.0%) missing values	Missing
`사용시작지상층` has 2517 (55.3%) missing values	Missing
`사용끝지상층` has 3024 (66.4%) missing values	Missing
`발한실여부` has 1198 (26.3%) missing values	Missing
`좌석수` has 1251 (27.5%) missing values	Missing
`조건부허가신고사유` has 4550 (> 99.9%) missing values	Missing
`여성종사자수` has 3140 (69.0%) missing values	Missing
`침대수` has 2431 (53.4%) missing values	Missing
`다중이용업소여부` has 1157 (25.4%) 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
`소재지면적` has 105 (2.3%) zeros	Zeros
`건물지상층수` has 2288 (50.3%) zeros	Zeros
`건물지하층수` has 2440 (53.6%) zeros	Zeros
`사용시작지상층` has 578 (12.7%) zeros	Zeros
`사용끝지상층` has 211 (4.6%) zeros	Zeros
`좌석수` has 149 (3.3%) zeros	Zeros
`여성종사자수` has 1209 (26.6%) zeros	Zeros
`침대수` has 1847 (40.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 19:30:13.167982
Analysis finished	2024-04-29 19:30:14.791949
Duration	1.62 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	35.7 KiB

3130000	4551

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3130000
2nd row	3130000
3rd row	3130000
4th row	3130000
5th row	3130000

Common Values

Value	Count	Frequency (%)
3130000	4551	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3130000	4551	100.0%

관리번호
Text

UNIQUE

Distinct	4551
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

Length

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

Characters and Unicode

Total characters	100122
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	4551 ?
Unique (%)	100.0%

Sample

1st row	3130000-204-1963-01061
2nd row	3130000-204-1964-01065
3rd row	3130000-204-1965-01062
4th row	3130000-204-1965-01069
5th row	3130000-204-1965-01071

Value	Count	Frequency (%)
3130000-204-1963-01061	1	< 0.1%
3130000-212-2014-00021	1	< 0.1%
3130000-212-2014-00027	1	< 0.1%
3130000-212-2014-00026	1	< 0.1%
3130000-212-2014-00025	1	< 0.1%
3130000-212-2014-00024	1	< 0.1%
3130000-212-2014-00023	1	< 0.1%
3130000-212-2014-00033	1	< 0.1%
3130000-212-2014-00020	1	< 0.1%
3130000-212-2014-00029	1	< 0.1%
Other values (4541)	4541	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	38703	38.7%
1	13961	13.9%
-	13653	13.6%
2	12000	12.0%
3	10983	11.0%
4	2723	2.7%
9	2420	2.4%
5	1704	1.7%
8	1436	1.4%
6	1283	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	86469	86.4%
Dash Punctuation	13653	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38703	44.8%
1	13961	16.1%
2	12000	13.9%
3	10983	12.7%
4	2723	3.1%
9	2420	2.8%
5	1704	2.0%
8	1436	1.7%
6	1283	1.5%
7	1256	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	13653	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	100122	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38703	38.7%
1	13961	13.9%
-	13653	13.6%
2	12000	12.0%
3	10983	11.0%
4	2723	2.7%
9	2420	2.4%
5	1704	1.7%
8	1436	1.4%
6	1283	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	100122	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38703	38.7%
1	13961	13.9%
-	13653	13.6%
2	12000	12.0%
3	10983	11.0%
4	2723	2.7%
9	2420	2.4%
5	1704	1.7%
8	1436	1.4%
6	1283	1.3%

인허가일자
Date

Distinct	2943
Distinct (%)	64.7%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

Minimum	1963-06-22 00:00:00
Maximum	2024-04-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4551
Missing (%)	100.0%
Memory size	40.1 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

3	2704
1	1847

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	2704	59.4%
1	1847	40.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2704	59.4%
1	1847	40.6%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

폐업	2704
영업/정상	1847

Length

Max length	5
Median length	2
Mean length	3.2175346
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	2704	59.4%
영업/정상	1847	40.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2704	59.4%
영업/정상	1847	40.6%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

2	2704
1	1847

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	2704	59.4%
1	1847	40.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	2704	59.4%
1	1847	40.6%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

폐업	2704
영업	1847

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	2704	59.4%
영업	1847	40.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2704	59.4%
영업	1847	40.6%

폐업일자
Text

MISSING

Distinct	1817
Distinct (%)	67.2%
Missing	1847
Missing (%)	40.6%
Memory size	35.7 KiB

Length

Max length	10
Median length	8
Mean length	8.1671598
Min length	8

Characters and Unicode

Total characters	22084
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	1408 ?
Unique (%)	52.1%

Sample

1st row	20030220
2nd row	19940107
3rd row	20030220
4th row	20030220
5th row	19930820

Value	Count	Frequency (%)
20030220	219	8.1%
20110210	32	1.2%
20160926	24	0.9%
20050216	18	0.7%
20220613	13	0.5%
20211230	11	0.4%
20161017	10	0.4%
20111213	9	0.3%
20070302	9	0.3%
20180425	8	0.3%
Other values (1807)	2351	86.9%

Most occurring characters

Value	Count	Frequency (%)
0	6932	31.4%
2	5628	25.5%
1	3801	17.2%
3	1194	5.4%
9	882	4.0%
6	722	3.3%
8	659	3.0%
7	649	2.9%
4	593	2.7%
5	571	2.6%
Other values (2)	453	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21631	97.9%
Dash Punctuation	452	2.0%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6932	32.0%
2	5628	26.0%
1	3801	17.6%
3	1194	5.5%
9	882	4.1%
6	722	3.3%
8	659	3.0%
7	649	3.0%
4	593	2.7%
5	571	2.6%

Dash Punctuation

Value	Count	Frequency (%)
-	452	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22084	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6932	31.4%
2	5628	25.5%
1	3801	17.2%
3	1194	5.4%
9	882	4.0%
6	722	3.3%
8	659	3.0%
7	649	2.9%
4	593	2.7%
5	571	2.6%
Other values (2)	453	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22084	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6932	31.4%
2	5628	25.5%
1	3801	17.2%
3	1194	5.4%
9	882	4.0%
6	722	3.3%
8	659	3.0%
7	649	2.9%
4	593	2.7%
5	571	2.6%
Other values (2)	453	2.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4551
Missing (%)	100.0%
Memory size	40.1 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4551
Missing (%)	100.0%
Memory size	40.1 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4551
Missing (%)	100.0%
Memory size	40.1 KiB

전화번호
Text

MISSING

Distinct	2333
Distinct (%)	85.0%
Missing	1807
Missing (%)	39.7%
Memory size	35.7 KiB

Length

Max length	12
Median length	12
Mean length	10.831268
Min length	2

Characters and Unicode

Total characters	29721
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	2159 ?
Unique (%)	78.7%

Sample

1st row	0200000000
2nd row	02 00000
3rd row	0200000000
4th row	0200000000
5th row	0201768800

Value	Count	Frequency (%)
02	2110	35.4%
332	130	2.2%
0200000000	122	2.0%
336	94	1.6%
070	83	1.4%
322	79	1.3%
333	58	1.0%
337	42	0.7%
323	42	0.7%
00000	42	0.7%
Other values (2334)	3153	52.9%

Most occurring characters

Value	Count	Frequency (%)
0	5949	20.0%
2	4710	15.8%
	4621	15.5%
3	3884	13.1%
7	2079	7.0%
1	1813	6.1%
4	1526	5.1%
6	1497	5.0%
5	1301	4.4%
8	1256	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25100	84.5%
Space Separator	4621	15.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5949	23.7%
2	4710	18.8%
3	3884	15.5%
7	2079	8.3%
1	1813	7.2%
4	1526	6.1%
6	1497	6.0%
5	1301	5.2%
8	1256	5.0%
9	1085	4.3%

Space Separator

Value	Count	Frequency (%)
	4621	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	29721	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5949	20.0%
2	4710	15.8%
	4621	15.5%
3	3884	13.1%
7	2079	7.0%
1	1813	6.1%
4	1526	5.1%
6	1497	5.0%
5	1301	4.4%
8	1256	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29721	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5949	20.0%
2	4710	15.8%
	4621	15.5%
3	3884	13.1%
7	2079	7.0%
1	1813	6.1%
4	1526	5.1%
6	1497	5.0%
5	1301	4.4%
8	1256	4.2%

소재지면적
Real number (ℝ)

ZEROS

Distinct	2378
Distinct (%)	52.3%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	52.363429

Minimum	0
Maximum	728.7
Zeros	105
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	40.1 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	21.785
median	35
Q3	66
95-th percentile	150.534
Maximum	728.7
Range	728.7
Interquartile range (IQR)	44.215

Descriptive statistics

Standard deviation	49.128041
Coefficient of variation (CV)	0.93821284
Kurtosis	14.772881
Mean	52.363429
Median Absolute Deviation (MAD)	17.5
Skewness	2.7590997
Sum	238253.6
Variance	2413.5644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.0	119	2.6%
0.0	105	2.3%
30.0	66	1.5%
20.0	45	1.0%
26.4	39	0.9%
23.1	38	0.8%
40.0	31	0.7%
66.0	29	0.6%
16.5	27	0.6%
24.0	25	0.5%
Other values (2368)	4026	88.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	105	2.3%
3.0	1	< 0.1%
3.2	2	< 0.1%
3.3	4	0.1%
5.0	1	< 0.1%
5.5	3	0.1%
5.97	1	< 0.1%
6.0	2	< 0.1%
6.3	1	< 0.1%
6.5	1	< 0.1%

Value	Count	Frequency (%)
728.7	1	< 0.1%
422.19	1	< 0.1%
407.74	1	< 0.1%
387.26	1	< 0.1%
363.0	1	< 0.1%
352.4	1	< 0.1%
351.7	1	< 0.1%
350.45	1	< 0.1%
344.41	1	< 0.1%
342.48	1	< 0.1%

소재지우편번호
Text

Distinct	248
Distinct (%)	5.5%
Missing	7
Missing (%)	0.2%
Memory size	35.7 KiB

Length

Max length	7
Median length	6
Mean length	6.1635123
Min length	6

Characters and Unicode

Total characters	28007
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	43 ?
Unique (%)	0.9%

Sample

1st row	121807
2nd row	121853
3rd row	121870
4th row	121807
5th row	121857

Value	Count	Frequency (%)
121837	181	4.0%
121836	124	2.7%
121838	107	2.4%
121895	104	2.3%
121829	98	2.2%
121865	92	2.0%
121818	92	2.0%
121812	84	1.8%
121820	78	1.7%
121893	75	1.7%
Other values (238)	3509	77.2%

Most occurring characters

Value	Count	Frequency (%)
1	10074	36.0%
2	5422	19.4%
8	5046	18.0%
0	1227	4.4%
3	1054	3.8%
9	1028	3.7%
7	1021	3.6%
5	920	3.3%
6	877	3.1%
-	743	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27264	97.3%
Dash Punctuation	743	2.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	10074	36.9%
2	5422	19.9%
8	5046	18.5%
0	1227	4.5%
3	1054	3.9%
9	1028	3.8%
7	1021	3.7%
5	920	3.4%
6	877	3.2%
4	595	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	743	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	28007	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	10074	36.0%
2	5422	19.4%
8	5046	18.0%
0	1227	4.4%
3	1054	3.8%
9	1028	3.7%
7	1021	3.6%
5	920	3.3%
6	877	3.1%
-	743	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28007	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	10074	36.0%
2	5422	19.4%
8	5046	18.0%
0	1227	4.4%
3	1054	3.8%
9	1028	3.7%
7	1021	3.6%
5	920	3.3%
6	877	3.1%
-	743	2.7%

지번주소
Text

Distinct	4137
Distinct (%)	91.0%
Missing	7
Missing (%)	0.2%
Memory size	35.7 KiB

Length

Max length	56
Median length	52
Mean length	26.15493
Min length	17

Characters and Unicode

Total characters	118848
Distinct characters	426
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	3798 ?
Unique (%)	83.6%

Sample

1st row	서울특별시 마포구 노고산동 123-0번지
2nd row	서울특별시 마포구 신공덕동 128-21번지
3rd row	서울특별시 마포구 염리동 3-0번지
4th row	서울특별시 마포구 노고산동 57-15번지
5th row	서울특별시 마포구 아현동 8-27번지

Value	Count	Frequency (%)
서울특별시	4544	19.7%
마포구	4543	19.7%
서교동	1004	4.4%
1층	661	2.9%
2층	506	2.2%
망원동	431	1.9%
동교동	416	1.8%
연남동	283	1.2%
3층	278	1.2%
합정동	274	1.2%
Other values (4180)	10091	43.8%

Most occurring characters

Value	Count	Frequency (%)
	21584	18.2%
서	5616	4.7%
동	5225	4.4%
1	5175	4.4%
마	4696	4.0%
포	4686	3.9%
시	4613	3.9%
구	4569	3.8%
별	4550	3.8%
울	4548	3.8%
Other values (416)	53586	45.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	67320	56.6%
Decimal Number	24692	20.8%
Space Separator	21584	18.2%
Dash Punctuation	3934	3.3%
Uppercase Letter	432	0.4%
Close Punctuation	332	0.3%
Open Punctuation	331	0.3%
Other Punctuation	114	0.1%
Lowercase Letter	65	0.1%
Math Symbol	22	< 0.1%
Other values (2)	22	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	5616	8.3%
동	5225	7.8%
마	4696	7.0%
포	4686	7.0%
시	4613	6.9%
구	4569	6.8%
별	4550	6.8%
울	4548	6.8%
특	4544	6.7%
지	3093	4.6%
Other values (352)	21180	31.5%

Uppercase Letter

Value	Count	Frequency (%)
B	116	26.9%
C	36	8.3%
K	35	8.1%
G	35	8.1%
L	34	7.9%
S	32	7.4%
A	28	6.5%
M	19	4.4%
D	17	3.9%
I	14	3.2%
Other values (12)	66	15.3%

Lowercase Letter

Value	Count	Frequency (%)
i	8	12.3%
e	7	10.8%
a	6	9.2%
s	5	7.7%
l	5	7.7%
t	5	7.7%
y	5	7.7%
h	5	7.7%
o	4	6.2%
n	3	4.6%
Other values (7)	12	18.5%

Decimal Number

Value	Count	Frequency (%)
1	5175	21.0%
2	3610	14.6%
3	3524	14.3%
4	2691	10.9%
0	2141	8.7%
5	1919	7.8%
6	1661	6.7%
7	1509	6.1%
8	1287	5.2%
9	1175	4.8%

Other Punctuation

Value	Count	Frequency (%)
,	99	86.8%
.	9	7.9%
&	3	2.6%
:	2	1.8%
?	1	0.9%

Close Punctuation

Value	Count	Frequency (%)
)	331	99.7%
]	1	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	330	99.7%
[	1	0.3%

Letter Number

Value	Count	Frequency (%)
Ⅱ	20	95.2%
Ⅰ	1	4.8%

Space Separator

Value	Count	Frequency (%)
	21584	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3934	100.0%

Math Symbol

Value	Count	Frequency (%)
~	22	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	67312	56.6%
Common	51010	42.9%
Latin	518	0.4%
Han	8	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	5616	8.3%
동	5225	7.8%
마	4696	7.0%
포	4686	7.0%
시	4613	6.9%
구	4569	6.8%
별	4550	6.8%
울	4548	6.8%
특	4544	6.8%
지	3093	4.6%
Other values (346)	21172	31.5%

Latin

Value	Count	Frequency (%)
B	116	22.4%
C	36	6.9%
K	35	6.8%
G	35	6.8%
L	34	6.6%
S	32	6.2%
A	28	5.4%
Ⅱ	20	3.9%
M	19	3.7%
D	17	3.3%
Other values (31)	146	28.2%

Common

Value	Count	Frequency (%)
	21584	42.3%
1	5175	10.1%
-	3934	7.7%
2	3610	7.1%
3	3524	6.9%
4	2691	5.3%
0	2141	4.2%
5	1919	3.8%
6	1661	3.3%
7	1509	3.0%
Other values (13)	3262	6.4%

Han

Value	Count	Frequency (%)
寶	2	25.0%
東	2	25.0%
和	1	12.5%
信	1	12.5%
豪	1	12.5%
維	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	67312	56.6%
ASCII	51507	43.3%
Number Forms	21	< 0.1%
CJK	8	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	21584	41.9%
1	5175	10.0%
-	3934	7.6%
2	3610	7.0%
3	3524	6.8%
4	2691	5.2%
0	2141	4.2%
5	1919	3.7%
6	1661	3.2%
7	1509	2.9%
Other values (52)	3759	7.3%

Hangul

Value	Count	Frequency (%)
서	5616	8.3%
동	5225	7.8%
마	4696	7.0%
포	4686	7.0%
시	4613	6.9%
구	4569	6.8%
별	4550	6.8%
울	4548	6.8%
특	4544	6.8%
지	3093	4.6%
Other values (346)	21172	31.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	20	95.2%
Ⅰ	1	4.8%

CJK

Value	Count	Frequency (%)
寶	2	25.0%
東	2	25.0%
和	1	12.5%
信	1	12.5%
豪	1	12.5%
維	1	12.5%

도로명주소
Text

MISSING

Distinct	3102
Distinct (%)	89.7%
Missing	1093
Missing (%)	24.0%
Memory size	35.7 KiB

Length

Max length	75
Median length	57
Mean length	33.056969
Min length	21

Characters and Unicode

Total characters	114311
Distinct characters	408
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	2815 ?
Unique (%)	81.4%

Sample

1st row	서울특별시 마포구 마포대로4나길 4, 1층 (마포동)
2nd row	서울특별시 마포구 신촌로34길 6 (아현동)
3rd row	서울특별시 마포구 새창로 52, 상가12동 2층 206호 (도화동, 도화동현대아파트)
4th row	서울특별시 마포구 숭문길 217 (대흥동)
5th row	서울특별시 마포구 월드컵북로16길 54 (연남동)

Value	Count	Frequency (%)
서울특별시	3458	15.2%
마포구	3457	15.2%
1층	826	3.6%
서교동	811	3.6%
2층	705	3.1%
3층	362	1.6%
동교동	361	1.6%
망원동	277	1.2%
연남동	245	1.1%
합정동	201	0.9%
Other values (2238)	12023	52.9%

Most occurring characters

Value	Count	Frequency (%)
	19274	16.9%
1	4975	4.4%
동	4431	3.9%
서	4421	3.9%
마	4000	3.5%
포	3885	3.4%
,	3755	3.3%
울	3639	3.2%
(	3578	3.1%
)	3577	3.1%
Other values (398)	58776	51.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	64611	56.5%
Space Separator	19274	16.9%
Decimal Number	18221	15.9%
Other Punctuation	3768	3.3%
Open Punctuation	3579	3.1%
Close Punctuation	3578	3.1%
Dash Punctuation	714	0.6%
Uppercase Letter	458	0.4%
Lowercase Letter	64	0.1%
Math Symbol	23	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	4431	6.9%
서	4421	6.8%
마	4000	6.2%
포	3885	6.0%
울	3639	5.6%
시	3528	5.5%
구	3482	5.4%
별	3465	5.4%
특	3458	5.4%
로	3329	5.2%
Other values (334)	26973	41.7%

Uppercase Letter

Value	Count	Frequency (%)
B	161	35.2%
C	38	8.3%
L	34	7.4%
G	31	6.8%
K	29	6.3%
S	27	5.9%
A	24	5.2%
M	20	4.4%
D	18	3.9%
H	13	2.8%
Other values (13)	63	13.8%

Lowercase Letter

Value	Count	Frequency (%)
i	7	10.9%
y	6	9.4%
e	6	9.4%
a	6	9.4%
l	5	7.8%
t	5	7.8%
h	5	7.8%
s	5	7.8%
o	4	6.2%
r	3	4.7%
Other values (8)	12	18.8%

Decimal Number

Value	Count	Frequency (%)
1	4975	27.3%
2	3536	19.4%
3	1997	11.0%
0	1785	9.8%
4	1387	7.6%
5	1178	6.5%
6	999	5.5%
7	851	4.7%
9	834	4.6%
8	679	3.7%

Other Punctuation

Value	Count	Frequency (%)
,	3755	99.7%
.	8	0.2%
&	4	0.1%
?	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	3578	> 99.9%
[	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	3577	> 99.9%
]	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	20	95.2%
Ⅰ	1	4.8%

Space Separator

Value	Count	Frequency (%)
	19274	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	714	100.0%

Math Symbol

Value	Count	Frequency (%)
~	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	64603	56.5%
Common	49157	43.0%
Latin	543	0.5%
Han	8	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	4431	6.9%
서	4421	6.8%
마	4000	6.2%
포	3885	6.0%
울	3639	5.6%
시	3528	5.5%
구	3482	5.4%
별	3465	5.4%
특	3458	5.4%
로	3329	5.2%
Other values (328)	26965	41.7%

Latin

Value	Count	Frequency (%)
B	161	29.7%
C	38	7.0%
L	34	6.3%
G	31	5.7%
K	29	5.3%
S	27	5.0%
A	24	4.4%
M	20	3.7%
Ⅱ	20	3.7%
D	18	3.3%
Other values (33)	141	26.0%

Common

Value	Count	Frequency (%)
	19274	39.2%
1	4975	10.1%
,	3755	7.6%
(	3578	7.3%
)	3577	7.3%
2	3536	7.2%
3	1997	4.1%
0	1785	3.6%
4	1387	2.8%
5	1178	2.4%
Other values (11)	4115	8.4%

Han

Value	Count	Frequency (%)
東	2	25.0%
寶	2	25.0%
維	1	12.5%
和	1	12.5%
信	1	12.5%
豪	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	64603	56.5%
ASCII	49679	43.5%
Number Forms	21	< 0.1%
CJK	8	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	19274	38.8%
1	4975	10.0%
,	3755	7.6%
(	3578	7.2%
)	3577	7.2%
2	3536	7.1%
3	1997	4.0%
0	1785	3.6%
4	1387	2.8%
5	1178	2.4%
Other values (52)	4637	9.3%

Hangul

Value	Count	Frequency (%)
동	4431	6.9%
서	4421	6.8%
마	4000	6.2%
포	3885	6.0%
울	3639	5.6%
시	3528	5.5%
구	3482	5.4%
별	3465	5.4%
특	3458	5.4%
로	3329	5.2%
Other values (328)	26965	41.7%

Number Forms

Value	Count	Frequency (%)
Ⅱ	20	95.2%
Ⅰ	1	4.8%

CJK

Value	Count	Frequency (%)
東	2	25.0%
寶	2	25.0%
維	1	12.5%
和	1	12.5%
信	1	12.5%
豪	1	12.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	269
Distinct (%)	7.8%
Missing	1104
Missing (%)	24.3%
Infinite	0
Infinite (%)	0.0%
Mean	4049.8576

Minimum	3766
Maximum	4214
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.1 KiB

Quantile statistics

Minimum	3766
5-th percentile	3936
Q1	3995
median	4049
Q3	4086
95-th percentile	4176
Maximum	4214
Range	448
Interquartile range (IQR)	91

Descriptive statistics

Standard deviation	69.922615
Coefficient of variation (CV)	0.01726545
Kurtosis	-0.28299619
Mean	4049.8576
Median Absolute Deviation (MAD)	47
Skewness	0.30789247
Sum	13959859
Variance	4889.1721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4049	125	2.7%
4053	118	2.6%
4055	87	1.9%
4050	87	1.9%
4047	67	1.5%
4048	64	1.4%
3982	64	1.4%
4051	60	1.3%
3964	57	1.3%
4040	56	1.2%
Other values (259)	2662	58.5%
(Missing)	1104	24.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3766	1	< 0.1%
3902	10	0.2%
3903	2	< 0.1%
3905	2	< 0.1%
3906	1	< 0.1%
3907	4	0.1%
3908	7	0.2%
3911	2	< 0.1%
3912	3	0.1%
3913	1	< 0.1%

Value	Count	Frequency (%)
4214	3	0.1%
4213	1	< 0.1%
4211	8	0.2%
4210	3	0.1%
4209	11	0.2%
4208	7	0.2%
4207	1	< 0.1%
4206	13	0.3%
4205	9	0.2%
4204	2	< 0.1%

사업장명
Text

Distinct	4034
Distinct (%)	88.6%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

Length

Max length	46
Median length	30
Mean length	6.756537
Min length	1

Characters and Unicode

Total characters	30749
Distinct characters	800
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	3647 ?
Unique (%)	80.1%

Sample

1st row	미형
2nd row	남일
3rd row	숙
4th row	희
5th row	영광

Value	Count	Frequency (%)
헤어	107	1.7%
네일	78	1.3%
hair	69	1.1%
nail	53	0.9%
홍대점	48	0.8%
에스테틱	37	0.6%
미용실	30	0.5%
더	28	0.5%
뷰티	27	0.4%
살롱	23	0.4%
Other values (4453)	5712	92.0%

Most occurring characters

Value	Count	Frequency (%)
	1664	5.4%
어	1371	4.5%
헤	1287	4.2%
이	778	2.5%
스	744	2.4%
미	678	2.2%
(	593	1.9%
)	593	1.9%
일	518	1.7%
리	498	1.6%
Other values (790)	22025	71.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22281	72.5%
Lowercase Letter	3096	10.1%
Uppercase Letter	2052	6.7%
Space Separator	1664	5.4%
Open Punctuation	593	1.9%
Close Punctuation	593	1.9%
Other Punctuation	240	0.8%
Decimal Number	205	0.7%
Dash Punctuation	14	< 0.1%
Connector Punctuation	8	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	1371	6.2%
헤	1287	5.8%
이	778	3.5%
스	744	3.3%
미	678	3.0%
일	518	2.3%
리	498	2.2%
네	465	2.1%
실	445	2.0%
용	427	1.9%
Other values (712)	15070	67.6%

Lowercase Letter

Value	Count	Frequency (%)
a	400	12.9%
e	324	10.5%
i	303	9.8%
o	264	8.5%
n	258	8.3%
l	246	7.9%
r	204	6.6%
u	139	4.5%
h	132	4.3%
t	131	4.2%
Other values (16)	695	22.4%

Uppercase Letter

Value	Count	Frequency (%)
A	213	10.4%
N	174	8.5%
I	153	7.5%
O	149	7.3%
H	140	6.8%
E	129	6.3%
S	125	6.1%
M	119	5.8%
L	109	5.3%
T	97	4.7%
Other values (16)	644	31.4%

Decimal Number

Value	Count	Frequency (%)
1	48	23.4%
2	48	23.4%
3	24	11.7%
4	20	9.8%
0	17	8.3%
9	13	6.3%
5	12	5.9%
7	10	4.9%
6	8	3.9%
8	5	2.4%

Other Punctuation

Value	Count	Frequency (%)
.	58	24.2%
&	49	20.4%
?	46	19.2%
,	24	10.0%
#	23	9.6%
'	19	7.9%
:	16	6.7%
;	4	1.7%
!	1	0.4%

Space Separator

Value	Count	Frequency (%)
	1664	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	593	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	593	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	8	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22276	72.4%
Latin	5150	16.7%
Common	3318	10.8%
Han	5	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	1371	6.2%
헤	1287	5.8%
이	778	3.5%
스	744	3.3%
미	678	3.0%
일	518	2.3%
리	498	2.2%
네	465	2.1%
실	445	2.0%
용	427	1.9%
Other values (709)	15065	67.6%

Latin

Value	Count	Frequency (%)
a	400	7.8%
e	324	6.3%
i	303	5.9%
o	264	5.1%
n	258	5.0%
l	246	4.8%
A	213	4.1%
r	204	4.0%
N	174	3.4%
I	153	3.0%
Other values (43)	2611	50.7%

Common

Value	Count	Frequency (%)
	1664	50.2%
(	593	17.9%
)	593	17.9%
.	58	1.7%
&	49	1.5%
1	48	1.4%
2	48	1.4%
?	46	1.4%
3	24	0.7%
,	24	0.7%
Other values (15)	171	5.2%

Han

Value	Count	Frequency (%)
美	3	60.0%
浩	1	20.0%
男	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22267	72.4%
ASCII	8465	27.5%
Compat Jamo	9	< 0.1%
CJK	5	< 0.1%
Number Forms	2	< 0.1%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1664	19.7%
(	593	7.0%
)	593	7.0%
a	400	4.7%
e	324	3.8%
i	303	3.6%
o	264	3.1%
n	258	3.0%
l	246	2.9%
A	213	2.5%
Other values (66)	3607	42.6%

Hangul

Value	Count	Frequency (%)
어	1371	6.2%
헤	1287	5.8%
이	778	3.5%
스	744	3.3%
미	678	3.0%
일	518	2.3%
리	498	2.2%
네	465	2.1%
실	445	2.0%
용	427	1.9%
Other values (705)	15056	67.6%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	5	55.6%
ㅅ	2	22.2%
ㅈ	1	11.1%
ㅍ	1	11.1%

CJK

Value	Count	Frequency (%)
美	3	60.0%
浩	1	20.0%
男	1	20.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Punctuation

Value	Count	Frequency (%)
’	1	100.0%

최종수정일자
Date

Distinct	4002
Distinct (%)	87.9%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

Minimum	1999-01-13 00:00:00
Maximum	2024-04-25 13:27:37

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

I	2892
U	1629
D	30

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	2892	63.5%
U	1629	35.8%
D	30	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2892	63.5%
u	1629	35.8%
d	30	0.7%

데이터갱신일자
Date

Distinct	1143
Distinct (%)	25.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 00:07:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

일반미용업	2963
피부미용업	708
네일아트업	569
메이크업업	242
기타	69

Length

Max length	5
Median length	5
Mean length	4.9545155
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	2963	65.1%
피부미용업	708	15.6%
네일아트업	569	12.5%
메이크업업	242	5.3%
기타	69	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	2963	65.1%
피부미용업	708	15.6%
네일아트업	569	12.5%
메이크업업	242	5.3%
기타	69	1.5%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2392
Distinct (%)	54.9%
Missing	196
Missing (%)	4.3%
Infinite	0
Infinite (%)	0.0%
Mean	193350.8

Minimum	189212.71
Maximum	196721.09
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.1 KiB

Quantile statistics

Minimum	189212.71
5-th percentile	191251.09
Q1	192393.91
median	193166.43
Q3	194442.94
95-th percentile	195891.31
Maximum	196721.09
Range	7508.3839
Interquartile range (IQR)	2049.026

Descriptive statistics

Standard deviation	1498.6132
Coefficient of variation (CV)	0.0077507473
Kurtosis	-0.43964084
Mean	193350.8
Median Absolute Deviation (MAD)	995.19475
Skewness	0.14818229
Sum	8.4204274 × 10⁸
Variance	2245841.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
193166.430144679	36	0.8%
193048.463050526	33	0.7%
193187.802952358	32	0.7%
195782.167947617	20	0.4%
193241.196948821	18	0.4%
192171.23539752	17	0.4%
191435.876990887	16	0.4%
190125.564768858	16	0.4%
191263.451931121	16	0.4%
192311.642580307	15	0.3%
Other values (2382)	4136	90.9%
(Missing)	196	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
189212.708916184	2	< 0.1%
189212.737535822	7	0.2%
189286.651086068	1	< 0.1%
189315.310470024	2	< 0.1%
189315.370584751	9	0.2%
189392.975995366	2	< 0.1%
189461.587933606	3	0.1%
189520.410979113	3	0.1%
189586.493821292	1	< 0.1%
189857.566447564	3	0.1%

Value	Count	Frequency (%)
196721.09277056	1	< 0.1%
196717.946323293	1	< 0.1%
196717.811595364	1	< 0.1%
196717.583485115	2	< 0.1%
196701.597935248	1	< 0.1%
196700.29270525	1	< 0.1%
196699.188309549	1	< 0.1%
196697.874709656	1	< 0.1%
196693.578355085	2	< 0.1%
196692.102667417	2	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2392
Distinct (%)	54.9%
Missing	196
Missing (%)	4.3%
Infinite	0
Infinite (%)	0.0%
Mean	450230.01

Minimum	448229.06
Maximum	453685.55
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.1 KiB

Quantile statistics

Minimum	448229.06
5-th percentile	448831.82
Q1	449641.77
median	450235.83
Q3	450569.67
95-th percentile	451951.97
Maximum	453685.55
Range	5456.482
Interquartile range (IQR)	927.90159

Descriptive statistics

Standard deviation	899.2961
Coefficient of variation (CV)	0.0019974148
Kurtosis	2.0453002
Mean	450230.01
Median Absolute Deviation (MAD)	484.34269
Skewness	0.96553451
Sum	1.9607517 × 10⁹
Variance	808733.48
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450425.852790862	36	0.8%
450243.570663618	33	0.7%
450172.178899424	32	0.7%
449467.125357845	20	0.4%
450137.711902742	18	0.4%
449751.486972783	17	0.4%
451990.707795053	16	0.4%
453090.149821248	16	0.4%
452207.500653521	16	0.4%
449855.643910445	15	0.3%
Other values (2382)	4136	90.9%
(Missing)	196	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
448229.063825491	1	< 0.1%
448236.655548283	8	0.2%
448276.965250949	2	< 0.1%
448281.659430993	1	< 0.1%
448318.358910522	1	< 0.1%
448373.28570163	1	< 0.1%
448386.773359662	1	< 0.1%
448390.399678267	2	< 0.1%
448390.835655217	1	< 0.1%
448393.658663222	4	0.1%

Value	Count	Frequency (%)
453685.545865753	3	0.1%
453647.349314742	9	0.2%
453647.190988422	2	< 0.1%
453577.133041615	1	< 0.1%
453468.379147545	7	0.2%
453468.335655795	2	< 0.1%
453342.222208599	1	< 0.1%
453302.04990022	6	0.1%
453279.956171678	3	0.1%
453271.198852486	3	0.1%

위생업태명
Categorical

Distinct	17
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

미용업	1254
<NA>	1157
일반미용업	1046
피부미용업	464
네일미용업	198
Other values (12)	432

Length

Max length	23
Median length	19
Mean length	4.8668425
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
미용업	1254	27.6%
<NA>	1157	25.4%
일반미용업	1046	23.0%
피부미용업	464	10.2%
네일미용업	198	4.4%
종합미용업	110	2.4%
화장ㆍ분장 미용업	62	1.4%
피부미용업, 네일미용업	55	1.2%
네일미용업, 화장ㆍ분장 미용업	46	1.0%
일반미용업, 화장ㆍ분장 미용업	45	1.0%
Other values (7)	114	2.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	1478	29.1%
일반미용업	1160	22.8%
na	1157	22.8%
피부미용업	583	11.5%
네일미용업	372	7.3%
화장ㆍ분장	224	4.4%
종합미용업	110	2.2%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	0.9%
Missing	1722
Missing (%)	37.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.82043125

Minimum	0
Maximum	36
Zeros	2288
Zeros (%)	50.3%
Negative	0
Negative (%)	0.0%
Memory size	40.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5
Maximum	36
Range	36
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.4743935
Coefficient of variation (CV)	3.015967
Kurtosis	58.02008
Mean	0.82043125
Median Absolute Deviation (MAD)	0
Skewness	6.2855241
Sum	2321
Variance	6.1226234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	2288	50.3%
4	110	2.4%
3	105	2.3%
2	98	2.2%
5	84	1.8%
1	64	1.4%
6	32	0.7%
7	14	0.3%
8	5	0.1%
18	5	0.1%
Other values (15)	24	0.5%
(Missing)	1722	37.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2288	50.3%
1	64	1.4%
2	98	2.2%
3	105	2.3%
4	110	2.4%
5	84	1.8%
6	32	0.7%
7	14	0.3%
8	5	0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
36	2	< 0.1%
28	1	< 0.1%
24	3	0.1%
23	1	< 0.1%
22	1	< 0.1%
21	1	< 0.1%
20	2	< 0.1%
19	2	< 0.1%
18	5	0.1%
17	1	< 0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.3%
Missing	1820
Missing (%)	40.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.15452215

Minimum	0
Maximum	8
Zeros	2440
Zeros (%)	53.6%
Negative	0
Negative (%)	0.0%
Memory size	40.1 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.60121722
Coefficient of variation (CV)	3.8908157
Kurtosis	63.585289
Mean	0.15452215
Median Absolute Deviation (MAD)	0
Skewness	6.9368951
Sum	422
Variance	0.36146214
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	2440	53.6%
1	239	5.3%
2	24	0.5%
5	7	0.2%
3	7	0.2%
4	6	0.1%
7	3	0.1%
6	3	0.1%
8	2	< 0.1%
(Missing)	1820	40.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2440	53.6%
1	239	5.3%
2	24	0.5%
3	7	0.2%
4	6	0.1%
5	7	0.2%
6	3	0.1%
7	3	0.1%
8	2	< 0.1%

Value	Count	Frequency (%)
8	2	< 0.1%
7	3	0.1%
6	3	0.1%
5	7	0.2%
4	6	0.1%
3	7	0.2%
2	24	0.5%
1	239	5.3%
0	2440	53.6%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	0.6%
Missing	2517
Missing (%)	55.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.3579154

Minimum	0
Maximum	15
Zeros	578
Zeros (%)	12.7%
Negative	0
Negative (%)	0.0%
Memory size	40.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	15
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3243041
Coefficient of variation (CV)	0.97524785
Kurtosis	8.6353002
Mean	1.3579154
Median Absolute Deviation (MAD)	1
Skewness	1.8058553
Sum	2762
Variance	1.7537814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	700	15.4%
0	578	12.7%
2	420	9.2%
3	209	4.6%
4	81	1.8%
5	29	0.6%
6	10	0.2%
7	3	0.1%
10	1	< 0.1%
15	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	2517	55.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	578	12.7%
1	700	15.4%
2	420	9.2%
3	209	4.6%
4	81	1.8%
5	29	0.6%
6	10	0.2%
7	3	0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
15	1	< 0.1%
11	1	< 0.1%
10	1	< 0.1%
9	1	< 0.1%
7	3	0.1%
6	10	0.2%
5	29	0.6%
4	81	1.8%
3	209	4.6%
2	420	9.2%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	0.8%
Missing	3024
Missing (%)	66.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.6450557

Minimum	0
Maximum	15
Zeros	211
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	40.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	15
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3026891
Coefficient of variation (CV)	0.79188145
Kurtosis	10.815266
Mean	1.6450557
Median Absolute Deviation (MAD)	1
Skewness	1.9868492
Sum	2512
Variance	1.6969988
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	630	13.8%
2	377	8.3%
0	211	4.6%
3	189	4.2%
4	78	1.7%
5	26	0.6%
6	10	0.2%
7	2	< 0.1%
10	1	< 0.1%
15	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	3024	66.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	211	4.6%
1	630	13.8%
2	377	8.3%
3	189	4.2%
4	78	1.7%
5	26	0.6%
6	10	0.2%
7	2	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
15	1	< 0.1%
11	1	< 0.1%
10	1	< 0.1%
9	1	< 0.1%
7	2	< 0.1%
6	10	0.2%
5	26	0.6%
4	78	1.7%
3	189	4.2%
2	377	8.3%

사용시작지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

<NA>	3532
0	848
1	149
2	14
3	6

Length

Max length	4
Median length	4
Mean length	3.3282795
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3532	77.6%
0	848	18.6%
1	149	3.3%
2	14	0.3%
3	6	0.1%
5	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3532	77.6%
0	848	18.6%
1	149	3.3%
2	14	0.3%
3	6	0.1%
5	2	< 0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

<NA>	3940
0	460
1	132
2	9
3	6

Length

Max length	4
Median length	4
Mean length	3.5972314
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>	3940	86.6%
0	460	10.1%
1	132	2.9%
2	9	0.2%
3	6	0.1%
5	4	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3940	86.6%
0	460	10.1%
1	132	2.9%
2	9	0.2%
3	6	0.1%
5	4	0.1%

한실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

0	2651
<NA>	1900

Length

Max length	4
Median length	1
Mean length	2.252472
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2651	58.3%
<NA>	1900	41.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2651	58.3%
na	1900	41.7%

양실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

0	2651
<NA>	1900

Length

Max length	4
Median length	1
Mean length	2.252472
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2651	58.3%
<NA>	1900	41.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2651	58.3%
na	1900	41.7%

욕실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

0	2651
<NA>	1900

Length

Max length	4
Median length	1
Mean length	2.252472
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2651	58.3%
<NA>	1900	41.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2651	58.3%
na	1900	41.7%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	1198
Missing (%)	26.3%
Memory size	9.0 KiB

False	3353
(Missing)	1198

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3353	73.7%
(Missing)	1198	26.3%

좌석수
Real number (ℝ)

MISSING ZEROS

Distinct	24
Distinct (%)	0.7%
Missing	1251
Missing (%)	27.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.9878788

Minimum	0
Maximum	26
Zeros	149
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	40.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	10
Maximum	26
Range	26
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.790422
Coefficient of variation (CV)	0.69972589
Kurtosis	7.5503003
Mean	3.9878788
Median Absolute Deviation (MAD)	1
Skewness	2.2193179
Sum	13160
Variance	7.786455
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
3	1046	23.0%
2	604	13.3%
4	549	12.1%
5	258	5.7%
6	220	4.8%
0	149	3.3%
8	108	2.4%
1	81	1.8%
7	71	1.6%
10	60	1.3%
Other values (14)	154	3.4%
(Missing)	1251	27.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	149	3.3%
1	81	1.8%
2	604	13.3%
3	1046	23.0%
4	549	12.1%
5	258	5.7%
6	220	4.8%
7	71	1.6%
8	108	2.4%
9	34	0.7%

Value	Count	Frequency (%)
26	1	< 0.1%
24	1	< 0.1%
21	1	< 0.1%
20	3	0.1%
19	1	< 0.1%
18	8	0.2%
17	5	0.1%
16	9	0.2%
15	9	0.2%
14	15	0.3%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	4550
Missing (%)	> 99.9%
Memory size	35.7 KiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	10
Distinct characters	10
Distinct categories	1 ?
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	1 ?
Unique (%)	100.0%

Sample

1st row	임시사용승인기간까지

Value	Count	Frequency (%)
임시사용승인기간까지	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
임	1	10.0%
시	1	10.0%
사	1	10.0%
용	1	10.0%
승	1	10.0%
인	1	10.0%
기	1	10.0%
간	1	10.0%
까	1	10.0%
지	1	10.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
임	1	10.0%
시	1	10.0%
사	1	10.0%
용	1	10.0%
승	1	10.0%
인	1	10.0%
기	1	10.0%
간	1	10.0%
까	1	10.0%
지	1	10.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
임	1	10.0%
시	1	10.0%
사	1	10.0%
용	1	10.0%
승	1	10.0%
인	1	10.0%
기	1	10.0%
간	1	10.0%
까	1	10.0%
지	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
임	1	10.0%
시	1	10.0%
사	1	10.0%
용	1	10.0%
승	1	10.0%
인	1	10.0%
기	1	10.0%
간	1	10.0%
까	1	10.0%
지	1	10.0%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

<NA>	4550
20030926	1

Length

Max length	8
Median length	4
Mean length	4.0008789
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>	4550	> 99.9%
20030926	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4550	> 99.9%
20030926	1	< 0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

<NA>	4550
20040630	1

Length

Max length	8
Median length	4
Mean length	4.0008789
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>	4550	> 99.9%
20040630	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4550	> 99.9%
20040630	1	< 0.1%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

<NA>	3877
임대	661
자가	13

Length

Max length	4
Median length	4
Mean length	3.7038014
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>	3877	85.2%
임대	661	14.5%
자가	13	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3877	85.2%
임대	661	14.5%
자가	13	0.3%

세탁기수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

<NA>	2292
0	2259

Length

Max length	4
Median length	4
Mean length	2.5108767
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>	2292	50.4%
0	2259	49.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2292	50.4%
0	2259	49.6%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.5%
Missing	3140
Missing (%)	69.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21686747

Minimum	0
Maximum	6
Zeros	1209
Zeros (%)	26.6%
Negative	0
Negative (%)	0.0%
Memory size	40.1 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	0.64886073
Coefficient of variation (CV)	2.9919689
Kurtosis	24.262276
Mean	0.21686747
Median Absolute Deviation (MAD)	0
Skewness	4.3244949
Sum	306
Variance	0.42102025
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	1209	26.6%
1	142	3.1%
2	34	0.7%
3	16	0.4%
4	5	0.1%
6	3	0.1%
5	2	< 0.1%
(Missing)	3140	69.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1209	26.6%
1	142	3.1%
2	34	0.7%
3	16	0.4%
4	5	0.1%
5	2	< 0.1%
6	3	0.1%

Value	Count	Frequency (%)
6	3	0.1%
5	2	< 0.1%
4	5	0.1%
3	16	0.4%
2	34	0.7%
1	142	3.1%
0	1209	26.6%

남성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

<NA>	3147
0	1350
1	41
2	9
3	3

Length

Max length	4
Median length	4
Mean length	3.0744891
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>	3147	69.1%
0	1350	29.7%
1	41	0.9%
2	9	0.2%
3	3	0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3147	69.1%
0	1350	29.7%
1	41	0.9%
2	9	0.2%
3	3	0.1%
4	1	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.7 KiB

<NA>	2394
0	2157

Length

Max length	4
Median length	4
Mean length	2.5781147
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>	2394	52.6%
0	2157	47.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2394	52.6%
0	2157	47.4%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	0.6%
Missing	2431
Missing (%)	53.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.3745283

Minimum	0
Maximum	12
Zeros	1847
Zeros (%)	40.6%
Negative	0
Negative (%)	0.0%
Memory size	40.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.05
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.2694219
Coefficient of variation (CV)	3.3893885
Kurtosis	27.901058
Mean	0.3745283
Median Absolute Deviation (MAD)	0
Skewness	4.7985119
Sum	794
Variance	1.6114321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	1847	40.6%
2	90	2.0%
1	77	1.7%
3	30	0.7%
4	29	0.6%
5	14	0.3%
6	11	0.2%
7	7	0.2%
8	5	0.1%
10	4	0.1%
Other values (3)	6	0.1%
(Missing)	2431	53.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1847	40.6%
1	77	1.7%
2	90	2.0%
3	30	0.7%
4	29	0.6%
5	14	0.3%
6	11	0.2%
7	7	0.2%
8	5	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
12	2	< 0.1%
11	3	0.1%
10	4	0.1%
9	1	< 0.1%
8	5	0.1%
7	7	0.2%
6	11	0.2%
5	14	0.3%
4	29	0.6%
3	30	0.7%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	1157
Missing (%)	25.4%
Memory size	9.0 KiB

False	3392
True	2
(Missing)	1157

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3392	74.5%
True	2	< 0.1%
(Missing)	1157	25.4%

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	3130000	3130000-204-1963-01061	19630622	<NA>	3	폐업	2	폐업	20030220	<NA>	<NA>	<NA>	0200000000	22.14	121807	서울특별시 마포구 노고산동 123-0번지	<NA>	<NA>	미형	2003-03-12 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3130000	3130000-204-1964-01065	19640131	<NA>	3	폐업	2	폐업	19940107	<NA>	<NA>	<NA>	02 00000	11.5	121853	서울특별시 마포구 신공덕동 128-21번지	<NA>	<NA>	남일	2001-10-05 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3130000	3130000-204-1965-01062	19650524	<NA>	3	폐업	2	폐업	20030220	<NA>	<NA>	<NA>	0200000000	12.82	121870	서울특별시 마포구 염리동 3-0번지	<NA>	<NA>	숙	2003-03-12 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3130000	3130000-204-1965-01069	19650921	<NA>	3	폐업	2	폐업	20030220	<NA>	<NA>	<NA>	0200000000	19.36	121807	서울특별시 마포구 노고산동 57-15번지	<NA>	<NA>	희	2003-03-12 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	194240.686214	450282.191638	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3130000	3130000-204-1965-01071	19650927	<NA>	3	폐업	2	폐업	19930820	<NA>	<NA>	<NA>	0201768800	20.0	121857	서울특별시 마포구 아현동 8-27번지	<NA>	<NA>	영광	2001-10-05 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
5	3130000	3130000-204-1966-01064	19660502	<NA>	3	폐업	2	폐업	20030220	<NA>	<NA>	<NA>	0200000000	17.6	121200	서울특별시 마포구 동교동 60-7번지	<NA>	<NA>	연	2003-03-12 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3130000	3130000-204-1968-01066	19680831	<NA>	3	폐업	2	폐업	20090702	<NA>	<NA>	<NA>	02 362 8113	12.0	121862	서울특별시 마포구 아현동 626-1번지	<NA>	<NA>	영	2007-11-14 10:33:17	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
7	3130000	3130000-204-1968-01067	19681031	<NA>	3	폐업	2	폐업	20050216	<NA>	<NA>	<NA>	0200000000	15.69	121806	서울특별시 마포구 노고산동 31-11번지	<NA>	<NA>	아가페미용실	1999-01-19 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	194413.169802	450268.834572	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3130000	3130000-204-1969-01068	19690410	<NA>	3	폐업	2	폐업	20190207	<NA>	<NA>	<NA>	02 712 3079	22.24	121050	서울특별시 마포구 마포동 189번지 1층	서울특별시 마포구 마포대로4나길 4, 1층 (마포동)	4176	삼아	2019-02-07 15:25:59	U	2019-02-09 02:40:00.0	일반미용업	195176.033235	448495.56596	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3130000	3130000-204-1969-01070	19690506	<NA>	3	폐업	2	폐업	20030220	<NA>	<NA>	<NA>	0200000000	23.76	121870	서울특별시 마포구 염리동 10-129번지	<NA>	<NA>	부산	2003-03-20 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	195216.655639	450272.169187	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<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
4541	3130000	3130000-226-2021-00002	2021-05-31	<NA>	3	폐업	2	폐업	2023-02-10	<NA>	<NA>	<NA>	02 336 4103	35.33	121-895	서울특별시 마포구 서교동 400-23 지하1층 좌측	서울특별시 마포구 어울마당로5길 31, 지하1층 (서교동)	4047	아르테	2023-12-28 13:21:32	U	2022-11-01 21:00:00.0	네일아트업	192757.397103	449688.838797	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4542	3130000	3130000-226-2021-00003	2021-08-04	<NA>	3	폐업	2	폐업	2023-11-28	<NA>	<NA>	<NA>	<NA>	39.0	121-822	서울특별시 마포구 망원동 403-21 4층 일부(402호)	서울특별시 마포구 월드컵로13길 70, 4층 402호 (망원동)	4010	소담네일	2023-11-28 13:27:26	U	2022-10-31 21:00:00.0	네일아트업	191653.739302	450339.960143	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4543	3130000	3130000-226-2021-00004	2021-08-05	<NA>	3	폐업	2	폐업	2024-03-11	<NA>	<NA>	<NA>	<NA>	20.59	121-869	서울특별시 마포구 연남동 515-12 미스바(2층 202호 전체)	서울특별시 마포구 연남로3길 10, 2층 202호 (연남동, 미스바)	3988	네일 미드나잇	2024-04-01 09:54:27	U	2023-12-04 00:03:00.0	네일아트업	193028.591601	451018.894331	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4544	3130000	3130000-226-2021-00005	20210823	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	23.94	121820	서울특별시 마포구 망원동 57-57	서울특별시 마포구 월드컵로19길 31-1, 1층 (망원동)	4012	네일루화	2021-08-23 12:05:25	I	2021-08-25 00:22:50.0	네일아트업	191797.095373	450422.16144	피부미용업, 네일미용업, 화장ㆍ분장 미용업	2	1	1	0	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	임대	0	0	0	0	1	N
4545	3130000	3130000-226-2022-00001	20220111	<NA>	3	폐업	2	폐업	20220228	<NA>	<NA>	<NA>	<NA>	13.2	121808	서울특별시 마포구 대흥동 2-10 3층 일부(반디인하우스 내)	서울특별시 마포구 대흥로 194, 3층 (대흥동)	4112	반디인하우스 이대점	2022-02-28 09:05:48	U	2022-03-02 02:40:00.0	메이크업업	195169.659457	450442.360354	피부미용업, 네일미용업, 화장ㆍ분장 미용업	5	1	3	3	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	0	0	0	2	N
4546	3130000	3130000-226-2022-00002	20220104	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	26.4	121829	서울특별시 마포구 상수동 331-8 1층 2호	서울특별시 마포구 독막로18길 27, 1층 2호 (상수동)	4075	별빛네일	2022-04-07 10:40:12	I	2021-12-04 00:09:00.0	네일아트업	193155.2513	449366.19873	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4547	3130000	3130000-226-2022-00003	20220622	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	9.84	121861	서울특별시 마포구 아현동 437-3 고려아카데미텔 지하1층 45호	서울특별시 마포구 마포대로 196, 고려아카데미텔 지하1층 45호 (아현동)	4206	넘버원 네일(NO.1 NAIL)	2022-06-22 17:42:27	I	2021-12-05 22:05:00.0	네일아트업	196057.949966	449897.213071	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4548	3130000	3130000-226-2022-00004	2022-02-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	97.19	121-807	서울특별시 마포구 노고산동 57-38 영화빌딩	서울특별시 마포구 서강로 135, 영화빌딩 3층 (노고산동)	4058	신촌24시마벨브라질리언왁싱	2023-10-17 17:13:44	U	2022-10-30 23:09:00.0	피부미용업	194224.210759	450250.907145	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4549	3130000	3130000-226-2023-00001	2023-02-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	34.03	121-835	서울특별시 마포구 상암동 1452 바라라	서울특별시 마포구 월드컵북로48길 55, 바라라 2층 (상암동)	3927	미나링뷰티	2023-03-03 16:12:39	I	2022-12-03 00:05:00.0	네일아트업	190775.971006	452855.777195	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4550	3130000	3130000-226-2023-00002	2023-08-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	84.61	121-818	서울특별시 마포구 동교동 166-14 동교동 스타피카소 7층 A32,A37,A38	서울특별시 마포구 양화로 176, 동교동 스타피카소 7층 A32,A37,A38호 (동교동)	4051	네일의 날씨	2023-08-30 15:24:36	I	2022-12-09 00:01:00.0	네일아트업	193282.1308	450549.280167	<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

Dash Punctuation

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

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

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

Close Punctuation

Open Punctuation

Letter Number

Space Separator

Dash Punctuation

Math Symbol

Modifier Symbol

Most occurring scripts

Most frequent character per script

Hangul