gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	3639
Missing cells	39931
Missing cells (%)	23.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.4 MiB
Average record size in memory	405.0 B

Variable types

Categorical	19
Text	7
DateTime	3
Unsupported	7
Numeric	9
Boolean	2

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),위생업태명,건물지상층수,건물지하층수,사용시작지상층,사용끝지상층,사용시작지하층,사용끝지하층,한실수,양실수,욕실수,발한실여부,좌석수,조건부허가신고사유,조건부허가시작일자,조건부허가종료일자,건물소유구분명,세탁기수,여성종사자수,남성종사자수,회수건조수,침대수,다중이용업소여부
Author	성북구
URL	https://data.seoul.go.kr/dataList/OA-17909/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`데이터갱신구분` is highly imbalanced (50.7%)	Imbalance
`업태구분명` is highly imbalanced (61.6%)	Imbalance
`사용시작지하층` is highly imbalanced (57.7%)	Imbalance
`사용끝지하층` is highly imbalanced (78.7%)	Imbalance
`건물소유구분명` is highly imbalanced (89.0%)	Imbalance
`여성종사자수` is highly imbalanced (70.4%)	Imbalance
`남성종사자수` is highly imbalanced (58.2%)	Imbalance
`인허가취소일자` has 3639 (100.0%) missing values	Missing
`폐업일자` has 1192 (32.8%) missing values	Missing
`휴업시작일자` has 3639 (100.0%) missing values	Missing
`휴업종료일자` has 3639 (100.0%) missing values	Missing
`재개업일자` has 3639 (100.0%) missing values	Missing
`전화번호` has 1177 (32.3%) missing values	Missing
`도로명주소` has 1498 (41.2%) missing values	Missing
`도로명우편번호` has 1527 (42.0%) missing values	Missing
`좌표정보(X)` has 262 (7.2%) missing values	Missing
`좌표정보(Y)` has 262 (7.2%) missing values	Missing
`건물지상층수` has 874 (24.0%) missing values	Missing
`사용시작지상층` has 1222 (33.6%) missing values	Missing
`사용끝지상층` has 2270 (62.4%) missing values	Missing
`발한실여부` has 569 (15.6%) missing values	Missing
`좌석수` has 596 (16.4%) missing values	Missing
`조건부허가신고사유` has 3639 (100.0%) missing values	Missing
`조건부허가시작일자` has 3639 (100.0%) missing values	Missing
`조건부허가종료일자` has 3639 (100.0%) missing values	Missing
`침대수` has 2481 (68.2%) missing values	Missing
`다중이용업소여부` has 518 (14.2%) missing values	Missing
`좌석수` is highly skewed (γ1 = 29.92872919)	Skewed
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가신고사유` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` has 141 (3.9%) zeros	Zeros
`건물지상층수` has 1569 (43.1%) zeros	Zeros
`사용시작지상층` has 832 (22.9%) zeros	Zeros
`사용끝지상층` has 177 (4.9%) zeros	Zeros
`좌석수` has 251 (6.9%) zeros	Zeros
`침대수` has 846 (23.2%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:39:43.797423
Analysis finished	2024-05-11 05:39:46.041654
Duration	2.24 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

3070000	3639

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3070000
2nd row	3070000
3rd row	3070000
4th row	3070000
5th row	3070000

Common Values

Value	Count	Frequency (%)
3070000	3639	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3070000	3639	100.0%

관리번호
Text

UNIQUE

Distinct	3639
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

Length

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

Characters and Unicode

Total characters	80058
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	3639 ?
Unique (%)	100.0%

Sample

1st row	3070000-204-1964-00872
2nd row	3070000-204-1965-01021
3rd row	3070000-204-1965-01431
4th row	3070000-204-1966-00909
5th row	3070000-204-1967-01067

Value	Count	Frequency (%)
3070000-204-1964-00872	1	< 0.1%
3070000-211-2017-00043	1	< 0.1%
3070000-211-2018-00041	1	< 0.1%
3070000-211-2018-00030	1	< 0.1%
3070000-211-2018-00031	1	< 0.1%
3070000-211-2018-00032	1	< 0.1%
3070000-211-2018-00033	1	< 0.1%
3070000-211-2018-00034	1	< 0.1%
3070000-211-2018-00035	1	< 0.1%
3070000-211-2018-00036	1	< 0.1%
Other values (3629)	3629	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	33439	41.8%
-	10917	13.6%
2	8654	10.8%
1	8201	10.2%
3	5176	6.5%
7	4600	5.7%
9	3005	3.8%
4	2514	3.1%
8	1427	1.8%
5	1134	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	69141	86.4%
Dash Punctuation	10917	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	33439	48.4%
2	8654	12.5%
1	8201	11.9%
3	5176	7.5%
7	4600	6.7%
9	3005	4.3%
4	2514	3.6%
8	1427	2.1%
5	1134	1.6%
6	991	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	10917	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	80058	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	33439	41.8%
-	10917	13.6%
2	8654	10.8%
1	8201	10.2%
3	5176	6.5%
7	4600	5.7%
9	3005	3.8%
4	2514	3.1%
8	1427	1.8%
5	1134	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80058	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	33439	41.8%
-	10917	13.6%
2	8654	10.8%
1	8201	10.2%
3	5176	6.5%
7	4600	5.7%
9	3005	3.8%
4	2514	3.1%
8	1427	1.8%
5	1134	1.4%

인허가일자
Date

Distinct	2782
Distinct (%)	76.4%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

Minimum	1963-06-13 00:00:00
Maximum	2024-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3639
Missing (%)	100.0%
Memory size	32.1 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

3	2447
1	1192

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	2447	67.2%
1	1192	32.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2447	67.2%
1	1192	32.8%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

폐업	2447
영업/정상	1192

Length

Max length	5
Median length	2
Mean length	2.9826876
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	2447	67.2%
영업/정상	1192	32.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2447	67.2%
영업/정상	1192	32.8%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

2	2447
1	1192

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	2447	67.2%
1	1192	32.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	2447	67.2%
1	1192	32.8%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

폐업	2447
영업	1192

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	2447	67.2%
영업	1192	32.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2447	67.2%
영업	1192	32.8%

폐업일자
Text

MISSING

Distinct	1849
Distinct (%)	75.6%
Missing	1192
Missing (%)	32.8%
Memory size	28.6 KiB

Length

Max length	10
Median length	8
Mean length	8.0858194
Min length	8

Characters and Unicode

Total characters	19786
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	1551 ?
Unique (%)	63.4%

Sample

1st row	19940319
2nd row	19981128
3rd row	19980807
4th row	19990209
5th row	19970319

Value	Count	Frequency (%)
20021102	77	3.1%
20030226	33	1.3%
20031231	28	1.1%
19950117	18	0.7%
20030624	17	0.7%
19940319	15	0.6%
20061127	14	0.6%
19951004	12	0.5%
19920331	10	0.4%
19970107	10	0.4%
Other values (1839)	2213	90.4%

Most occurring characters

Value	Count	Frequency (%)
0	5970	30.2%
2	4128	20.9%
1	3691	18.7%
9	1583	8.0%
3	1035	5.2%
7	696	3.5%
6	654	3.3%
4	649	3.3%
5	632	3.2%
8	537	2.7%
Other values (2)	211	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19575	98.9%
Dash Punctuation	210	1.1%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5970	30.5%
2	4128	21.1%
1	3691	18.9%
9	1583	8.1%
3	1035	5.3%
7	696	3.6%
6	654	3.3%
4	649	3.3%
5	632	3.2%
8	537	2.7%

Dash Punctuation

Value	Count	Frequency (%)
-	210	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19786	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5970	30.2%
2	4128	20.9%
1	3691	18.7%
9	1583	8.0%
3	1035	5.2%
7	696	3.5%
6	654	3.3%
4	649	3.3%
5	632	3.2%
8	537	2.7%
Other values (2)	211	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19786	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5970	30.2%
2	4128	20.9%
1	3691	18.7%
9	1583	8.0%
3	1035	5.2%
7	696	3.5%
6	654	3.3%
4	649	3.3%
5	632	3.2%
8	537	2.7%
Other values (2)	211	1.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3639
Missing (%)	100.0%
Memory size	32.1 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3639
Missing (%)	100.0%
Memory size	32.1 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3639
Missing (%)	100.0%
Memory size	32.1 KiB

전화번호
Text

MISSING

Distinct	2236
Distinct (%)	90.8%
Missing	1177
Missing (%)	32.3%
Memory size	28.6 KiB

Length

Max length	12
Median length	10
Mean length	10.391145
Min length	2

Characters and Unicode

Total characters	25583
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	2080 ?
Unique (%)	84.5%

Sample

1st row	0209203364
2nd row	02 9245694
3rd row	0209075598
4th row	0207422997
5th row	02 9233038

Value	Count	Frequency (%)
02	1727	36.9%
070	41	0.9%
909	28	0.6%
929	25	0.5%
941	23	0.5%
942	23	0.5%
921	21	0.4%
0200000000	21	0.4%
923	19	0.4%
943	17	0.4%
Other values (2299)	2736	58.4%

Most occurring characters

Value	Count	Frequency (%)
0	4589	17.9%
2	4391	17.2%
9	3372	13.2%
	2783	10.9%
1	2047	8.0%
4	1515	5.9%
3	1491	5.8%
7	1445	5.6%
6	1411	5.5%
5	1323	5.2%
Other values (2)	1216	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	22798	89.1%
Space Separator	2783	10.9%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4589	20.1%
2	4391	19.3%
9	3372	14.8%
1	2047	9.0%
4	1515	6.6%
3	1491	6.5%
7	1445	6.3%
6	1411	6.2%
5	1323	5.8%
8	1214	5.3%

Space Separator

Value	Count	Frequency (%)
	2783	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25583	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4589	17.9%
2	4391	17.2%
9	3372	13.2%
	2783	10.9%
1	2047	8.0%
4	1515	5.9%
3	1491	5.8%
7	1445	5.6%
6	1411	5.5%
5	1323	5.2%
Other values (2)	1216	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25583	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4589	17.9%
2	4391	17.2%
9	3372	13.2%
	2783	10.9%
1	2047	8.0%
4	1515	5.9%
3	1491	5.8%
7	1445	5.6%
6	1411	5.5%
5	1323	5.2%
Other values (2)	1216	4.8%

소재지면적
Real number (ℝ)

ZEROS

Distinct	1682
Distinct (%)	46.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.015702

Minimum	0
Maximum	558.26
Zeros	141
Zeros (%)	3.9%
Negative	0
Negative (%)	0.0%
Memory size	32.1 KiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	18.27
median	26.45
Q3	45.315
95-th percentile	106.498
Maximum	558.26
Range	558.26
Interquartile range (IQR)	27.045

Descriptive statistics

Standard deviation	35.546768
Coefficient of variation (CV)	0.9350549
Kurtosis	23.511454
Mean	38.015702
Median Absolute Deviation (MAD)	10.45
Skewness	3.4538762
Sum	138339.14
Variance	1263.5727
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	141	3.9%
33.0	113	3.1%
26.4	81	2.2%
23.1	73	2.0%
19.8	71	2.0%
16.5	60	1.6%
30.0	50	1.4%
20.0	41	1.1%
49.5	37	1.0%
29.7	37	1.0%
Other values (1672)	2935	80.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	141	3.9%
3.2	1	< 0.1%
5.0	3	0.1%
5.07	1	< 0.1%
5.1	1	< 0.1%
5.28	1	< 0.1%
5.4	1	< 0.1%
5.69	1	< 0.1%
6.0	4	0.1%
6.1	1	< 0.1%

Value	Count	Frequency (%)
558.26	1	< 0.1%
402.44	1	< 0.1%
348.7	1	< 0.1%
281.71	1	< 0.1%
281.7	1	< 0.1%
276.0	1	< 0.1%
257.72	1	< 0.1%
256.32	1	< 0.1%
243.56	1	< 0.1%
242.17	1	< 0.1%

소재지우편번호
Text

Distinct	223
Distinct (%)	6.1%
Missing	5
Missing (%)	0.1%
Memory size	28.6 KiB

Length

Max length	7
Median length	6
Mean length	6.0921849
Min length	6

Characters and Unicode

Total characters	22139
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	42 ?
Unique (%)	1.2%

Sample

1st row	136034
2nd row	136072
3rd row	136873
4th row	136032
5th row	136891

Value	Count	Frequency (%)
136051	135	3.7%
136865	107	2.9%
136833	106	2.9%
136800	84	2.3%
136818	79	2.2%
136075	77	2.1%
136052	75	2.1%
136110	72	2.0%
136858	68	1.9%
136042	64	1.8%
Other values (213)	2767	76.1%

Most occurring characters

Value	Count	Frequency (%)
1	4840	21.9%
3	4577	20.7%
6	4288	19.4%
8	2493	11.3%
0	2072	9.4%
5	1177	5.3%
4	837	3.8%
2	689	3.1%
7	611	2.8%
-	335	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21804	98.5%
Dash Punctuation	335	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4840	22.2%
3	4577	21.0%
6	4288	19.7%
8	2493	11.4%
0	2072	9.5%
5	1177	5.4%
4	837	3.8%
2	689	3.2%
7	611	2.8%
9	220	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	335	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22139	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4840	21.9%
3	4577	20.7%
6	4288	19.4%
8	2493	11.3%
0	2072	9.4%
5	1177	5.3%
4	837	3.8%
2	689	3.1%
7	611	2.8%
-	335	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22139	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4840	21.9%
3	4577	20.7%
6	4288	19.4%
8	2493	11.3%
0	2072	9.4%
5	1177	5.3%
4	837	3.8%
2	689	3.1%
7	611	2.8%
-	335	1.5%

지번주소
Text

Distinct	3094
Distinct (%)	85.1%
Missing	5
Missing (%)	0.1%
Memory size	28.6 KiB

Length

Max length	58
Median length	48
Mean length	25.058613
Min length	17

Characters and Unicode

Total characters	91063
Distinct characters	304
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	2675 ?
Unique (%)	73.6%

Sample

1st row	서울특별시 성북구 동소문동4가 278-80번지
2nd row	서울특별시 성북구 안암동2가 81-0번지
3rd row	서울특별시 성북구 하월곡동 88-0번지
4th row	서울특별시 성북구 동소문동2가 291-0번지
5th row	서울특별시 성북구 돈암동 538-13번지

Value	Count	Frequency (%)
서울특별시	3634	21.8%
성북구	3633	21.8%
장위동	489	2.9%
정릉동	458	2.7%
하월곡동	395	2.4%
1층	357	2.1%
길음동	349	2.1%
석관동	318	1.9%
종암동	303	1.8%
동선동1가	161	1.0%
Other values (3082)	6599	39.5%

Most occurring characters

Value	Count	Frequency (%)
	15990	17.6%
동	4469	4.9%
1	4282	4.7%
성	3761	4.1%
북	3718	4.1%
시	3664	4.0%
서	3647	4.0%
구	3639	4.0%
울	3635	4.0%
별	3634	4.0%
Other values (294)	40624	44.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	53279	58.5%
Decimal Number	18205	20.0%
Space Separator	15990	17.6%
Dash Punctuation	2882	3.2%
Open Punctuation	273	0.3%
Close Punctuation	273	0.3%
Uppercase Letter	103	0.1%
Other Punctuation	45	< 0.1%
Lowercase Letter	9	< 0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	4469	8.4%
성	3761	7.1%
북	3718	7.0%
시	3664	6.9%
서	3647	6.8%
구	3639	6.8%
울	3635	6.8%
별	3634	6.8%
특	3634	6.8%
지	3011	5.7%
Other values (254)	16467	30.9%

Uppercase Letter

Value	Count	Frequency (%)
B	27	26.2%
A	14	13.6%
S	12	11.7%
K	11	10.7%
P	5	4.9%
E	5	4.9%
I	5	4.9%
W	4	3.9%
V	4	3.9%
T	4	3.9%
Other values (7)	12	11.7%

Decimal Number

Value	Count	Frequency (%)
1	4282	23.5%
2	2980	16.4%
3	2042	11.2%
0	1598	8.8%
5	1389	7.6%
4	1368	7.5%
6	1274	7.0%
8	1203	6.6%
7	1153	6.3%
9	916	5.0%

Other Punctuation

Value	Count	Frequency (%)
,	37	82.2%
@	3	6.7%
/	2	4.4%
.	2	4.4%
?	1	2.2%

Lowercase Letter

Value	Count	Frequency (%)
e	6	66.7%
a	2	22.2%
b	1	11.1%

Space Separator

Value	Count	Frequency (%)
	15990	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2882	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	273	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	273	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	53279	58.5%
Common	37672	41.4%
Latin	112	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	4469	8.4%
성	3761	7.1%
북	3718	7.0%
시	3664	6.9%
서	3647	6.8%
구	3639	6.8%
울	3635	6.8%
별	3634	6.8%
특	3634	6.8%
지	3011	5.7%
Other values (254)	16467	30.9%

Common

Value	Count	Frequency (%)
	15990	42.4%
1	4282	11.4%
2	2980	7.9%
-	2882	7.7%
3	2042	5.4%
0	1598	4.2%
5	1389	3.7%
4	1368	3.6%
6	1274	3.4%
8	1203	3.2%
Other values (10)	2664	7.1%

Latin

Value	Count	Frequency (%)
B	27	24.1%
A	14	12.5%
S	12	10.7%
K	11	9.8%
e	6	5.4%
P	5	4.5%
E	5	4.5%
I	5	4.5%
W	4	3.6%
V	4	3.6%
Other values (10)	19	17.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	53279	58.5%
ASCII	37784	41.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	15990	42.3%
1	4282	11.3%
2	2980	7.9%
-	2882	7.6%
3	2042	5.4%
0	1598	4.2%
5	1389	3.7%
4	1368	3.6%
6	1274	3.4%
8	1203	3.2%
Other values (30)	2776	7.3%

Hangul

Value	Count	Frequency (%)
동	4469	8.4%
성	3761	7.1%
북	3718	7.0%
시	3664	6.9%
서	3647	6.8%
구	3639	6.8%
울	3635	6.8%
별	3634	6.8%
특	3634	6.8%
지	3011	5.7%
Other values (254)	16467	30.9%

도로명주소
Text

MISSING

Distinct	1969
Distinct (%)	92.0%
Missing	1498
Missing (%)	41.2%
Memory size	28.6 KiB

Length

Max length	63
Median length	54
Mean length	32.421298
Min length	21

Characters and Unicode

Total characters	69414
Distinct characters	309
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	1827 ?
Unique (%)	85.3%

Sample

1st row	서울특별시 성북구 종암로 98-15, 1층 (종암동)
2nd row	서울특별시 성북구 숭인로 4, 1층 (길음동)
3rd row	서울특별시 성북구 정릉로36길 76 (정릉동)
4th row	서울특별시 성북구 동소문로 248, 105동 210호 (길음동,삼부아파트상가)
5th row	서울특별시 성북구 돌곶이로32길 34 (장위동)

Value	Count	Frequency (%)
서울특별시	2141	16.1%
성북구	2140	16.1%
1층	631	4.8%
2층	259	2.0%
정릉동	221	1.7%
하월곡동	217	1.6%
장위동	216	1.6%
길음동	162	1.2%
석관동	146	1.1%
종암동	141	1.1%
Other values (1608)	6991	52.7%

Most occurring characters

Value	Count	Frequency (%)
	11131	16.0%
동	3251	4.7%
1	3091	4.5%
(	2313	3.3%
)	2313	3.3%
성	2302	3.3%
북	2290	3.3%
서	2177	3.1%
시	2170	3.1%
구	2145	3.1%
Other values (299)	36231	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	40007	57.6%
Decimal Number	11254	16.2%
Space Separator	11131	16.0%
Open Punctuation	2313	3.3%
Close Punctuation	2313	3.3%
Other Punctuation	1913	2.8%
Dash Punctuation	364	0.5%
Uppercase Letter	102	0.1%
Lowercase Letter	12	< 0.1%
Math Symbol	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	3251	8.1%
성	2302	5.8%
북	2290	5.7%
서	2177	5.4%
시	2170	5.4%
구	2145	5.4%
울	2141	5.4%
특	2141	5.4%
별	2141	5.4%
로	2134	5.3%
Other values (257)	17115	42.8%

Uppercase Letter

Value	Count	Frequency (%)
B	41	40.2%
S	11	10.8%
A	11	10.8%
K	9	8.8%
E	5	4.9%
V	4	3.9%
I	4	3.9%
M	4	3.9%
W	4	3.9%
H	2	2.0%
Other values (6)	7	6.9%

Decimal Number

Value	Count	Frequency (%)
1	3091	27.5%
2	2141	19.0%
3	1125	10.0%
4	958	8.5%
0	942	8.4%
5	799	7.1%
6	687	6.1%
7	546	4.9%
8	520	4.6%
9	445	4.0%

Lowercase Letter

Value	Count	Frequency (%)
b	3	25.0%
e	3	25.0%
o	1	8.3%
x	1	8.3%
y	1	8.3%
a	1	8.3%
s	1	8.3%
k	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
,	1911	99.9%
?	1	0.1%
.	1	0.1%

Space Separator

Value	Count	Frequency (%)
	11131	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2313	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2313	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	364	100.0%

Math Symbol

Value	Count	Frequency (%)
~	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	40007	57.6%
Common	29293	42.2%
Latin	114	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	3251	8.1%
성	2302	5.8%
북	2290	5.7%
서	2177	5.4%
시	2170	5.4%
구	2145	5.4%
울	2141	5.4%
특	2141	5.4%
별	2141	5.4%
로	2134	5.3%
Other values (257)	17115	42.8%

Latin

Value	Count	Frequency (%)
B	41	36.0%
S	11	9.6%
A	11	9.6%
K	9	7.9%
E	5	4.4%
V	4	3.5%
I	4	3.5%
M	4	3.5%
W	4	3.5%
b	3	2.6%
Other values (14)	18	15.8%

Common

Value	Count	Frequency (%)
	11131	38.0%
1	3091	10.6%
(	2313	7.9%
)	2313	7.9%
2	2141	7.3%
,	1911	6.5%
3	1125	3.8%
4	958	3.3%
0	942	3.2%
5	799	2.7%
Other values (8)	2569	8.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	40007	57.6%
ASCII	29407	42.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	11131	37.9%
1	3091	10.5%
(	2313	7.9%
)	2313	7.9%
2	2141	7.3%
,	1911	6.5%
3	1125	3.8%
4	958	3.3%
0	942	3.2%
5	799	2.7%
Other values (32)	2683	9.1%

Hangul

Value	Count	Frequency (%)
동	3251	8.1%
성	2302	5.8%
북	2290	5.7%
서	2177	5.4%
시	2170	5.4%
구	2145	5.4%
울	2141	5.4%
특	2141	5.4%
별	2141	5.4%
로	2134	5.3%
Other values (257)	17115	42.8%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	164
Distinct (%)	7.8%
Missing	1527
Missing (%)	42.0%
Infinite	0
Infinite (%)	0.0%
Mean	2791.4635

Minimum	1215
Maximum	2880
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.1 KiB

Quantile statistics

Minimum	1215
5-th percentile	2713
Q1	2749
median	2797
Q3	2842
95-th percentile	2865
Maximum	2880
Range	1665
Interquartile range (IQR)	93

Descriptive statistics

Standard deviation	61.33077
Coefficient of variation (CV)	0.02197083
Kurtosis	205.17896
Mean	2791.4635
Median Absolute Deviation (MAD)	47
Skewness	-8.0866703
Sum	5895571
Variance	3761.4634
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2845	124	3.4%
2829	87	2.4%
2751	64	1.8%
2797	57	1.6%
2830	53	1.5%
2844	37	1.0%
2784	37	1.0%
2737	36	1.0%
2781	33	0.9%
2709	32	0.9%
Other values (154)	1552	42.6%
(Missing)	1527	42.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1215	1	< 0.1%
2700	1	< 0.1%
2701	12	0.3%
2702	14	0.4%
2704	3	0.1%
2705	2	0.1%
2707	1	< 0.1%
2708	3	0.1%
2709	32	0.9%
2710	22	0.6%

Value	Count	Frequency (%)
2880	19	0.5%
2879	2	0.1%
2877	1	< 0.1%
2874	1	< 0.1%
2873	14	0.4%
2872	30	0.8%
2871	13	0.4%
2870	1	< 0.1%
2869	2	0.1%
2868	2	0.1%

사업장명
Text

Distinct	3085
Distinct (%)	84.8%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

Length

Max length	45
Median length	39
Mean length	5.6924979
Min length	1

Characters and Unicode

Total characters	20715
Distinct characters	727
Distinct categories	14 ?
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	2727 ?
Unique (%)	74.9%

Sample

1st row	아씨
2nd row	희정
3rd row	경아
4th row	여로
5th row	유진

Value	Count	Frequency (%)
헤어	76	1.7%
네일	31	0.7%
hair	30	0.7%
미용실	28	0.6%
성신여대점	20	0.5%
에스테틱	17	0.4%
nail	15	0.3%
by	12	0.3%
더	12	0.3%
뷰티	12	0.3%
Other values (3292)	4120	94.2%

Most occurring characters

Value	Count	Frequency (%)
어	1341	6.5%
헤	1286	6.2%
미	768	3.7%
	736	3.6%
용	522	2.5%
실	498	2.4%
리	453	2.2%
스	443	2.1%
이	441	2.1%
)	269	1.3%
Other values (717)	13958	67.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	17264	83.3%
Lowercase Letter	1067	5.2%
Uppercase Letter	783	3.8%
Space Separator	736	3.6%
Close Punctuation	270	1.3%
Open Punctuation	270	1.3%
Other Punctuation	175	0.8%
Decimal Number	133	0.6%
Math Symbol	7	< 0.1%
Dash Punctuation	6	< 0.1%
Other values (4)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	1341	7.8%
헤	1286	7.4%
미	768	4.4%
용	522	3.0%
실	498	2.9%
리	453	2.6%
스	443	2.6%
이	441	2.6%
아	253	1.5%
일	238	1.4%
Other values (633)	11021	63.8%

Uppercase Letter

Value	Count	Frequency (%)
A	85	10.9%
S	68	8.7%
N	66	8.4%
H	57	7.3%
I	52	6.6%
L	49	6.3%
O	45	5.7%
T	42	5.4%
E	38	4.9%
J	32	4.1%
Other values (16)	249	31.8%

Lowercase Letter

Value	Count	Frequency (%)
a	154	14.4%
e	109	10.2%
o	103	9.7%
i	99	9.3%
l	88	8.2%
n	78	7.3%
r	71	6.7%
h	54	5.1%
s	48	4.5%
t	47	4.4%
Other values (15)	216	20.2%

Other Punctuation

Value	Count	Frequency (%)
?	47	26.9%
&	33	18.9%
.	26	14.9%
,	25	14.3%
#	20	11.4%
'	12	6.9%
:	5	2.9%
;	3	1.7%
!	2	1.1%
＆	2	1.1%

Decimal Number

Value	Count	Frequency (%)
0	40	30.1%
2	34	25.6%
1	22	16.5%
7	10	7.5%
9	6	4.5%
3	6	4.5%
6	5	3.8%
4	5	3.8%
5	3	2.3%
8	2	1.5%

Math Symbol

Value	Count	Frequency (%)
+	5	71.4%
<	1	14.3%
>	1	14.3%

Close Punctuation

Value	Count	Frequency (%)
)	269	99.6%
]	1	0.4%

Open Punctuation

Value	Count	Frequency (%)
(	269	99.6%
[	1	0.4%

Space Separator

Value	Count	Frequency (%)
	736	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Other Symbol

Value	Count	Frequency (%)
♡	1	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	17259	83.3%
Latin	1851	8.9%
Common	1600	7.7%
Han	5	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	1341	7.8%
헤	1286	7.5%
미	768	4.4%
용	522	3.0%
실	498	2.9%
리	453	2.6%
스	443	2.6%
이	441	2.6%
아	253	1.5%
일	238	1.4%
Other values (630)	11016	63.8%

Latin

Value	Count	Frequency (%)
a	154	8.3%
e	109	5.9%
o	103	5.6%
i	99	5.3%
l	88	4.8%
A	85	4.6%
n	78	4.2%
r	71	3.8%
S	68	3.7%
N	66	3.6%
Other values (42)	930	50.2%

Common

Value	Count	Frequency (%)
	736	46.0%
)	269	16.8%
(	269	16.8%
?	47	2.9%
0	40	2.5%
2	34	2.1%
&	33	2.1%
.	26	1.6%
,	25	1.6%
1	22	1.4%
Other values (22)	99	6.2%

Han

Value	Count	Frequency (%)
美	3	60.0%
毛	1	20.0%
愛	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	17259	83.3%
ASCII	3447	16.6%
CJK	5	< 0.1%
None	2	< 0.1%
Number Forms	1	< 0.1%
Misc Symbols	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	1341	7.8%
헤	1286	7.5%
미	768	4.4%
용	522	3.0%
실	498	2.9%
리	453	2.6%
스	443	2.6%
이	441	2.6%
아	253	1.5%
일	238	1.4%
Other values (630)	11016	63.8%

ASCII

Value	Count	Frequency (%)
	736	21.4%
)	269	7.8%
(	269	7.8%
a	154	4.5%
e	109	3.2%
o	103	3.0%
i	99	2.9%
l	88	2.6%
A	85	2.5%
n	78	2.3%
Other values (71)	1457	42.3%

CJK

Value	Count	Frequency (%)
美	3	60.0%
毛	1	20.0%
愛	1	20.0%

None

Value	Count	Frequency (%)
＆	2	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Misc Symbols

Value	Count	Frequency (%)
♡	1	100.0%

최종수정일자
Date

Distinct	2586
Distinct (%)	71.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

Minimum	1998-12-26 00:00:00
Maximum	2024-05-09 13:30:20

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

I	2859
U	764
D	16

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	2859	78.6%
U	764	21.0%
D	16	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2859	78.6%
u	764	21.0%
d	16	0.4%

데이터갱신일자
Date

Distinct	793
Distinct (%)	21.8%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

일반미용업	2912
피부미용업	397
네일아트업	267
메이크업업	58
기타	4

Length

Max length	6
Median length	5
Mean length	4.9969772
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
일반미용업	2912	80.0%
피부미용업	397	10.9%
네일아트업	267	7.3%
메이크업업	58	1.6%
기타	4	0.1%
숙박업 기타	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	2912	80.0%
피부미용업	397	10.9%
네일아트업	267	7.3%
메이크업업	58	1.6%
기타	5	0.1%
숙박업	1	< 0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2017
Distinct (%)	59.7%
Missing	262
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	202528.5

Minimum	199191.6
Maximum	206112.46
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.1 KiB

Quantile statistics

Minimum	199191.6
5-th percentile	200565.34
Q1	201380.04
median	202080.68
Q3	203663.46
95-th percentile	205344.64
Maximum	206112.46
Range	6920.8593
Interquartile range (IQR)	2283.4207

Descriptive statistics

Standard deviation	1528.1586
Coefficient of variation (CV)	0.0075454002
Kurtosis	-0.84921084
Mean	202528.5
Median Absolute Deviation (MAD)	1019.1382
Skewness	0.46356448
Sum	6.8393873 × 10⁸
Variance	2335268.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200841.726990037	37	1.0%
202029.981799661	24	0.7%
203318.127254872	22	0.6%
200575.420521471	17	0.5%
201648.204071174	16	0.4%
201989.271689499	15	0.4%
205996.717928956	15	0.4%
202667.468802014	12	0.3%
201964.531844396	10	0.3%
203649.811269449	9	0.2%
Other values (2007)	3200	87.9%
(Missing)	262	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
199191.598277675	1	< 0.1%
199264.515248477	1	< 0.1%
199288.277741946	1	< 0.1%
199342.361422027	1	< 0.1%
199361.181902605	1	< 0.1%
199488.829016125	1	< 0.1%
199516.48114411	2	0.1%
199549.679509335	1	< 0.1%
199606.464796251	1	< 0.1%
199621.266942781	1	< 0.1%

Value	Count	Frequency (%)
206112.457605113	2	0.1%
205996.717928956	15	0.4%
205818.852385165	3	0.1%
205728.527460287	1	< 0.1%
205725.865213454	1	< 0.1%
205714.262098815	1	< 0.1%
205704.366298809	1	< 0.1%
205695.669320428	4	0.1%
205686.985960197	1	< 0.1%
205681.146401734	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2016
Distinct (%)	59.7%
Missing	262
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	455508.24

Minimum	452955.23
Maximum	457844.35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.1 KiB

Quantile statistics

Minimum	452955.23
5-th percentile	453668.43
Q1	454513.15
median	455713.24
Q3	456365.33
95-th percentile	457198.93
Maximum	457844.35
Range	4889.1191
Interquartile range (IQR)	1852.1779

Descriptive statistics

Standard deviation	1122.5067
Coefficient of variation (CV)	0.0024642949
Kurtosis	-1.0006484
Mean	455508.24
Median Absolute Deviation (MAD)	896.10897
Skewness	-0.21444234
Sum	1.5382513 × 10⁹
Variance	1260021.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
454721.505180141	37	1.0%
455605.716911266	24	0.7%
456078.982123486	23	0.6%
457360.617372111	17	0.5%
455717.855906877	16	0.4%
455190.095862939	15	0.4%
456704.522324447	15	0.4%
455858.920803881	12	0.3%
455825.760930114	10	0.3%
455662.299341418	9	0.2%
Other values (2006)	3199	87.9%
(Missing)	262	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
452955.228914632	1	< 0.1%
452977.8305465	1	< 0.1%
452992.513827755	1	< 0.1%
453013.952137832	1	< 0.1%
453031.449626	1	< 0.1%
453036.352333829	1	< 0.1%
453036.744985063	1	< 0.1%
453063.623811667	1	< 0.1%
453064.371196557	1	< 0.1%
453067.080511164	1	< 0.1%

Value	Count	Frequency (%)
457844.348010616	7	0.2%
457803.264646008	6	0.2%
457789.390510766	1	< 0.1%
457681.833795388	2	0.1%
457679.079445295	1	< 0.1%
457678.401608072	1	< 0.1%
457667.199817772	1	< 0.1%
457664.624149181	1	< 0.1%
457651.875947833	1	< 0.1%
457584.166360937	1	< 0.1%

위생업태명
Categorical

Distinct	16
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

미용업	1390
일반미용업	1060
<NA>	518
피부미용업	249
종합미용업	216
Other values (11)	206

Length

Max length	23
Median length	16
Mean length	4.4394064
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	1390	38.2%
일반미용업	1060	29.1%
<NA>	518	14.2%
피부미용업	249	6.8%
종합미용업	216	5.9%
네일미용업	81	2.2%
피부미용업, 네일미용업	30	0.8%
네일미용업, 화장ㆍ분장 미용업	25	0.7%
일반미용업, 화장ㆍ분장 미용업	17	0.5%
일반미용업, 네일미용업	11	0.3%
Other values (6)	42	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	1470	38.2%
일반미용업	1100	28.5%
na	518	13.4%
피부미용업	305	7.9%
종합미용업	216	5.6%
네일미용업	164	4.3%
화장ㆍ분장	80	2.1%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	0.5%
Missing	874
Missing (%)	24.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2792043

Minimum	0
Maximum	36
Zeros	1569
Zeros (%)	43.1%
Negative	0
Negative (%)	0.0%
Memory size	32.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	36
Range	36
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9911576
Coefficient of variation (CV)	1.5565594
Kurtosis	38.026572
Mean	1.2792043
Median Absolute Deviation (MAD)	0
Skewness	3.5907202
Sum	3537
Variance	3.9647085
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	1569	43.1%
3	318	8.7%
1	276	7.6%
2	240	6.6%
4	207	5.7%
5	96	2.6%
6	19	0.5%
9	15	0.4%
7	8	0.2%
8	4	0.1%
Other values (5)	13	0.4%
(Missing)	874	24.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1569	43.1%
1	276	7.6%
2	240	6.6%
3	318	8.7%
4	207	5.7%
5	96	2.6%
6	19	0.5%
7	8	0.2%
8	4	0.1%
9	15	0.4%

Value	Count	Frequency (%)
36	1	< 0.1%
15	4	0.1%
12	2	0.1%
11	2	0.1%
10	4	0.1%
9	15	0.4%
8	4	0.1%
7	8	0.2%
6	19	0.5%
5	96	2.6%

건물지하층수
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

0	1904
<NA>	1586
1	136
2	11
3	2

Length

Max length	4
Median length	1
Mean length	2.3075021
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	1904	52.3%
<NA>	1586	43.6%
1	136	3.7%
2	11	0.3%
3	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1904	52.3%
na	1586	43.6%
1	136	3.7%
2	11	0.3%
3	2	0.1%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.4%
Missing	1222
Missing (%)	33.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.91228796

Minimum	0
Maximum	13
Zeros	832
Zeros (%)	22.9%
Negative	0
Negative (%)	0.0%
Memory size	32.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	13
Range	13
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.98905539
Coefficient of variation (CV)	1.0841482
Kurtosis	17.956386
Mean	0.91228796
Median Absolute Deviation (MAD)	1
Skewness	2.8530211
Sum	2205
Variance	0.97823057
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	1175	32.3%
0	832	22.9%
2	310	8.5%
3	56	1.5%
4	16	0.4%
7	10	0.3%
5	9	0.2%
6	7	0.2%
13	1	< 0.1%
8	1	< 0.1%
(Missing)	1222	33.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	832	22.9%
1	1175	32.3%
2	310	8.5%
3	56	1.5%
4	16	0.4%
5	9	0.2%
6	7	0.2%
7	10	0.3%
8	1	< 0.1%
13	1	< 0.1%

Value	Count	Frequency (%)
13	1	< 0.1%
8	1	< 0.1%
7	10	0.3%
6	7	0.2%
5	9	0.2%
4	16	0.4%
3	56	1.5%
2	310	8.5%
1	1175	32.3%
0	832	22.9%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.7%
Missing	2270
Missing (%)	62.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.1563185

Minimum	0
Maximum	8
Zeros	177
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	32.1 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.85777654
Coefficient of variation (CV)	0.74181685
Kurtosis	14.545605
Mean	1.1563185
Median Absolute Deviation (MAD)	0
Skewness	2.7777015
Sum	1583
Variance	0.73578059
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	922	25.3%
2	206	5.7%
0	177	4.9%
3	40	1.1%
4	8	0.2%
5	6	0.2%
7	5	0.1%
6	4	0.1%
8	1	< 0.1%
(Missing)	2270	62.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	177	4.9%
1	922	25.3%
2	206	5.7%
3	40	1.1%
4	8	0.2%
5	6	0.2%
6	4	0.1%
7	5	0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
7	5	0.1%
6	4	0.1%
5	6	0.2%
4	8	0.2%
3	40	1.1%
2	206	5.7%
1	922	25.3%
0	177	4.9%

사용시작지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

<NA>	2578
0	998
1	47
2	14
4	2

Length

Max length	4
Median length	4
Mean length	3.1253092
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	2578	70.8%
0	998	27.4%
1	47	1.3%
2	14	0.4%
4	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2578	70.8%
0	998	27.4%
1	47	1.3%
2	14	0.4%
4	2	0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

<NA>	3314
0	281
1	35
2	8
4	1

Length

Max length	4
Median length	4
Mean length	3.7320692
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>	3314	91.1%
0	281	7.7%
1	35	1.0%
2	8	0.2%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3314	91.1%
0	281	7.7%
1	35	1.0%
2	8	0.2%
4	1	< 0.1%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

0	1981
<NA>	1658

Length

Max length	4
Median length	1
Mean length	2.366859
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	1981	54.4%
<NA>	1658	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1981	54.4%
na	1658	45.6%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

0	1981
<NA>	1658

Length

Max length	4
Median length	1
Mean length	2.366859
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	1981	54.4%
<NA>	1658	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1981	54.4%
na	1658	45.6%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

0	1981
<NA>	1658

Length

Max length	4
Median length	1
Mean length	2.366859
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	1981	54.4%
<NA>	1658	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1981	54.4%
na	1658	45.6%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	569
Missing (%)	15.6%
Memory size	7.2 KiB

False	3070
(Missing)	569

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3070	84.4%
(Missing)	569	15.6%

좌석수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	25
Distinct (%)	0.8%
Missing	596
Missing (%)	16.4%
Infinite	0
Infinite (%)	0.0%
Mean	3.5882353

Minimum	0
Maximum	195
Zeros	251
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	32.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	4
95-th percentile	8
Maximum	195
Range	195
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.2899918
Coefficient of variation (CV)	1.1955715
Kurtosis	1306.192
Mean	3.5882353
Median Absolute Deviation (MAD)	1
Skewness	29.928729
Sum	10919
Variance	18.40403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3	1202	33.0%
2	496	13.6%
4	466	12.8%
0	251	6.9%
5	199	5.5%
6	151	4.1%
8	78	2.1%
7	50	1.4%
1	39	1.1%
10	37	1.0%
Other values (15)	74	2.0%
(Missing)	596	16.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	251	6.9%
1	39	1.1%
2	496	13.6%
3	1202	33.0%
4	466	12.8%
5	199	5.5%
6	151	4.1%
7	50	1.4%
8	78	2.1%
9	14	0.4%

Value	Count	Frequency (%)
195	1	< 0.1%
36	1	< 0.1%
33	1	< 0.1%
30	2	0.1%
27	1	< 0.1%
22	1	< 0.1%
20	1	< 0.1%
19	1	< 0.1%
16	2	0.1%
15	2	0.1%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3639
Missing (%)	100.0%
Memory size	32.1 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3639
Missing (%)	100.0%
Memory size	32.1 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3639
Missing (%)	100.0%
Memory size	32.1 KiB

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

<NA>	3546
임대	92
자가	1

Length

Max length	4
Median length	4
Mean length	3.9488871
Min length	2

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>	3546	97.4%
임대	92	2.5%
자가	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3546	97.4%
임대	92	2.5%
자가	1	< 0.1%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

<NA>	2379
0	1260

Length

Max length	4
Median length	4
Mean length	2.9612531
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>	2379	65.4%
0	1260	34.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2379	65.4%
0	1260	34.6%

여성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

<NA>	3023
0	602
1	10
2	3
4	1

Length

Max length	4
Median length	4
Mean length	3.4921682
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>	3023	83.1%
0	602	16.5%
1	10	0.3%
2	3	0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3023	83.1%
0	602	16.5%
1	10	0.3%
2	3	0.1%
4	1	< 0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

<NA>	3025
0	611
1	3

Length

Max length	4
Median length	4
Mean length	3.493817
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>	3025	83.1%
0	611	16.8%
1	3	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3025	83.1%
0	611	16.8%
1	3	0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 KiB

<NA>	2476
0	1163

Length

Max length	4
Median length	4
Mean length	3.0412201
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>	2476	68.0%
0	1163	32.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2476	68.0%
0	1163	32.0%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.9%
Missing	2481
Missing (%)	68.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.78151986

Minimum	0
Maximum	9
Zeros	846
Zeros (%)	23.2%
Negative	0
Negative (%)	0.0%
Memory size	32.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.5605676
Coefficient of variation (CV)	1.9968368
Kurtosis	5.4261464
Mean	0.78151986
Median Absolute Deviation (MAD)	0
Skewness	2.3149717
Sum	905
Variance	2.4353712
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	846	23.2%
2	123	3.4%
1	51	1.4%
3	49	1.3%
4	37	1.0%
5	21	0.6%
6	17	0.5%
7	9	0.2%
9	3	0.1%
8	2	0.1%
(Missing)	2481	68.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	846	23.2%
1	51	1.4%
2	123	3.4%
3	49	1.3%
4	37	1.0%
5	21	0.6%
6	17	0.5%
7	9	0.2%
8	2	0.1%
9	3	0.1%

Value	Count	Frequency (%)
9	3	0.1%
8	2	0.1%
7	9	0.2%
6	17	0.5%
5	21	0.6%
4	37	1.0%
3	49	1.3%
2	123	3.4%
1	51	1.4%
0	846	23.2%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	518
Missing (%)	14.2%
Memory size	7.2 KiB

False	3121
(Missing)	518

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3121	85.8%
(Missing)	518	14.2%

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	3070000	3070000-204-1964-00872	19640914	<NA>	3	폐업	2	폐업	19940319	<NA>	<NA>	<NA>	0209203364	20.0	136034	서울특별시 성북구 동소문동4가 278-80번지	<NA>	<NA>	아씨	2001-09-27 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3070000	3070000-204-1965-01021	19650529	<NA>	3	폐업	2	폐업	19981128	<NA>	<NA>	<NA>	02 9245694	18.79	136072	서울특별시 성북구 안암동2가 81-0번지	<NA>	<NA>	희정	2001-09-27 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	201860.984211	453898.319249	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3070000	3070000-204-1965-01431	19650209	<NA>	3	폐업	2	폐업	19980807	<NA>	<NA>	<NA>	0209075598	20.3	136873	서울특별시 성북구 하월곡동 88-0번지	<NA>	<NA>	경아	2001-09-27 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3070000	3070000-204-1966-00909	19661229	<NA>	3	폐업	2	폐업	19990209	<NA>	<NA>	<NA>	0207422997	20.1	136032	서울특별시 성북구 동소문동2가 291-0번지	<NA>	<NA>	여로	1999-02-11 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	200778.87496	454118.53238	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3070000	3070000-204-1967-01067	19671104	<NA>	3	폐업	2	폐업	19970319	<NA>	<NA>	<NA>	02 9233038	21.82	136891	서울특별시 성북구 돈암동 538-13번지	<NA>	<NA>	유진	2001-09-27 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
5	3070000	3070000-204-1967-01422	19670414	<NA>	3	폐업	2	폐업	20021102	<NA>	<NA>	<NA>	0209192358	28.0	136873	서울특별시 성북구 하월곡동 88-427번지	<NA>	<NA>	정	2003-06-14 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	202383.205659	455932.109171	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3070000	3070000-204-1967-01430	19670610	<NA>	3	폐업	2	폐업	20021102	<NA>	<NA>	<NA>	0209128693	18.06	136872	서울특별시 성북구 하월곡동 82-12번지	<NA>	<NA>	한양	2003-06-11 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	203014.874306	456082.118145	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3070000	3070000-204-1968-01192	19680619	<NA>	3	폐업	2	폐업	20010302	<NA>	<NA>	<NA>	0209203620	16.01	136850	서울특별시 성북구 정릉동 684-3번지	<NA>	<NA>	귀티나	2001-03-05 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	200445.672781	456244.970591	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3070000	3070000-204-1968-01266	19680426	<NA>	3	폐업	2	폐업	19991208	<NA>	<NA>	<NA>	0209197621	13.7	136804	서울특별시 성북구 길음동 590-17번지	<NA>	<NA>	성희	1999-12-15 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
9	3070000	3070000-204-1969-01179	19690505	<NA>	3	폐업	2	폐업	19990730	<NA>	<NA>	<NA>	0209192043	16.03	136850	서울특별시 성북구 정릉동 685-76번지	<NA>	<NA>	이연희	1999-08-05 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	200509.875652	456268.618559	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
3629	3070000	3070000-226-2019-00001	20190403	<NA>	3	폐업	2	폐업	20220105	<NA>	<NA>	<NA>	<NA>	20.74	136090	서울특별시 성북구 종암동 130-2 102호	서울특별시 성북구 종암로27길 26, 102호 (종암동)	2802	네일 더 행복(네일 THE 행복)	2022-01-05 11:41:49	U	2022-01-07 02:40:00.0	네일아트업	202656.876553	455605.03126	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	0	0	0	0	0	0	0	N	6	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
3630	3070000	3070000-226-2020-00001	20200514	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	60.19	136873	서울특별시 성북구 하월곡동 175번지	서울특별시 성북구 종암로40길 39, 1층 (하월곡동)	2736	봄꽃뷰티	2020-05-14 15:41:30	I	2020-05-16 00:23:20.0	피부미용업	202770.841889	456377.958651	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	2	N
3631	3070000	3070000-226-2021-00001	20210224	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	23.0	136082	서울특별시 성북구 보문동2가 125	서울특별시 성북구 보문로23길 4, 1층 102호 (보문동2가)	2872	네일 오하이오	2021-02-24 15:39:47	I	2021-02-26 00:23:01.0	네일아트업	201659.322646	453550.189499	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
3632	3070000	3070000-226-2021-00002	20210315	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	42.94	136052	서울특별시 성북구 동선동2가 12	서울특별시 성북구 보문로34길 54, 3층 (동선동2가)	2849	또바네일	2021-03-15 15:32:58	I	2021-03-17 00:22:59.0	네일아트업	201551.483299	454273.783579	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	0	0	0	0	2	N
3633	3070000	3070000-226-2021-00003	20210513	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	34.0	136818	서울특별시 성북구 석관동 300-28	서울특별시 성북구 돌곶이로 52-10, 1층 (석관동)	2784	토티네	2021-05-13 11:21:49	I	2021-05-15 00:22:56.0	네일아트업	205220.325454	456269.143876	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	1	<NA>	<NA>	<NA>	0	0	0	N	6	<NA>	<NA>	<NA>	<NA>	0	0	0	0	2	N
3634	3070000	3070000-226-2021-00004	2021-06-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	31.2	136-150	서울특별시 성북구 석관동 10 두산아파트	서울특별시 성북구 화랑로48길 16, 주상가동 211호 (석관동, 두산아파트)	2780	라온뷰티 석계역점	2023-11-21 13:44:03	U	2022-10-31 22:03:00.0	피부미용업	205996.717929	456704.522324	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3635	3070000	3070000-226-2021-00005	2021-09-28	<NA>	3	폐업	2	폐업	2023-12-20	<NA>	<NA>	<NA>	<NA>	56.91	136-100	서울특별시 성북구 정릉동 1034 길음뉴타운10단지	서울특별시 성북구 정릉로 307, 상가동 B218호 (정릉동, 길음뉴타운10단지)	2719	인주뷰티	2023-12-20 09:44:51	U	2022-11-01 22:03:00.0	네일아트업	201548.495616	455659.817852	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3636	3070000	3070000-226-2022-00001	20220308	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	95.28	136051	서울특별시 성북구 동선동1가 2-4	서울특별시 성북구 동소문로20나길 13, 4층 (동선동1가)	2845	구구네일 성신여대점	2022-03-29 14:16:25	U	2021-12-02 21:01:00.0	네일아트업	201466.523319	454434.811689	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3637	3070000	3070000-226-2022-00002	20220311	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	27.0	136865	서울특별시 성북구 하월곡동 64-11	서울특별시 성북구 화랑로5길 5, 1층 (하월곡동)	2751	스네일('S nail)	2022-03-11 13:31:24	I	2022-03-13 00:22:53.0	네일아트업	203364.199209	455611.491119	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	1	0	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
3638	3070000	3070000-226-2022-00003	20220617	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	38.13	136844	서울특별시 성북구 정릉동 111-36	서울특별시 성북구 정릉로36길 81, 1층 (정릉동)	2815	티엘티(tlt)	2022-06-17 13:37:08	I	2021-12-05 23:09:00.0	네일아트업	201176.977151	455554.96297	<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

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

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

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common