gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	5057
Missing cells	59654
Missing cells (%)	25.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.0 MiB
Average record size in memory	405.0 B

Variable types

Categorical	18
Text	6
DateTime	4
Unsupported	6
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	강서구
URL	https://data.seoul.go.kr/dataList/OA-17917/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`사용시작지하층` is highly imbalanced (55.3%)	Imbalance
`사용끝지하층` is highly imbalanced (73.8%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.5%)	Imbalance
`남성종사자수` is highly imbalanced (58.6%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.7%)	Imbalance
`인허가취소일자` has 5057 (100.0%) missing values	Missing
`폐업일자` has 1972 (39.0%) missing values	Missing
`휴업시작일자` has 5057 (100.0%) missing values	Missing
`휴업종료일자` has 5057 (100.0%) missing values	Missing
`재개업일자` has 5057 (100.0%) missing values	Missing
`전화번호` has 1660 (32.8%) missing values	Missing
`도로명주소` has 1481 (29.3%) missing values	Missing
`도로명우편번호` has 1492 (29.5%) missing values	Missing
`좌표정보(X)` has 460 (9.1%) missing values	Missing
`좌표정보(Y)` has 460 (9.1%) missing values	Missing
`건물지상층수` has 2139 (42.3%) missing values	Missing
`건물지하층수` has 2324 (46.0%) missing values	Missing
`사용시작지상층` has 2451 (48.5%) missing values	Missing
`사용끝지상층` has 4047 (80.0%) missing values	Missing
`발한실여부` has 1280 (25.3%) missing values	Missing
`좌석수` has 1350 (26.7%) missing values	Missing
`조건부허가신고사유` has 5057 (100.0%) missing values	Missing
`조건부허가시작일자` has 5057 (100.0%) missing values	Missing
`여성종사자수` has 3800 (75.1%) missing values	Missing
`침대수` has 3157 (62.4%) missing values	Missing
`다중이용업소여부` has 1232 (24.4%) missing values	Missing
`도로명우편번호` is highly skewed (γ1 = 28.14658005)	Skewed
`좌석수` is highly skewed (γ1 = 32.96671293)	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
`소재지면적` has 147 (2.9%) zeros	Zeros
`건물지상층수` has 1885 (37.3%) zeros	Zeros
`건물지하층수` has 2210 (43.7%) zeros	Zeros
`사용시작지상층` has 871 (17.2%) zeros	Zeros
`사용끝지상층` has 331 (6.5%) zeros	Zeros
`좌석수` has 416 (8.2%) zeros	Zeros
`여성종사자수` has 1135 (22.4%) zeros	Zeros
`침대수` has 1224 (24.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 11:18:23.468844
Analysis finished	2024-04-06 11:18:26.658380
Duration	3.19 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	39.6 KiB

3150000	5057

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3150000
2nd row	3150000
3rd row	3150000
4th row	3150000
5th row	3150000

Common Values

Value	Count	Frequency (%)
3150000	5057	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3150000	5057	100.0%

관리번호
Text

UNIQUE

Distinct	5057
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

Length

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

Characters and Unicode

Total characters	111254
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	5057 ?
Unique (%)	100.0%

Sample

1st row	3150000-204-1967-00963
2nd row	3150000-204-1970-00972
3rd row	3150000-204-1972-00962
4th row	3150000-204-1972-00971
5th row	3150000-204-1974-00983

Value	Count	Frequency (%)
3150000-204-1967-00963	1	< 0.1%
3150000-212-2010-00001	1	< 0.1%
3150000-212-2010-00008	1	< 0.1%
3150000-212-2010-00007	1	< 0.1%
3150000-212-2010-00006	1	< 0.1%
3150000-212-2010-00005	1	< 0.1%
3150000-212-2010-00004	1	< 0.1%
3150000-212-2010-00003	1	< 0.1%
3150000-212-2010-00014	1	< 0.1%
3150000-212-2009-00058	1	< 0.1%
Other values (5047)	5047	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	42726	38.4%
1	15777	14.2%
-	15171	13.6%
2	12931	11.6%
3	7163	6.4%
5	6750	6.1%
9	3324	3.0%
4	2942	2.6%
8	1664	1.5%
6	1498	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	96083	86.4%
Dash Punctuation	15171	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	42726	44.5%
1	15777	16.4%
2	12931	13.5%
3	7163	7.5%
5	6750	7.0%
9	3324	3.5%
4	2942	3.1%
8	1664	1.7%
6	1498	1.6%
7	1308	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	15171	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	111254	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	42726	38.4%
1	15777	14.2%
-	15171	13.6%
2	12931	11.6%
3	7163	6.4%
5	6750	6.1%
9	3324	3.0%
4	2942	2.6%
8	1664	1.5%
6	1498	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	111254	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	42726	38.4%
1	15777	14.2%
-	15171	13.6%
2	12931	11.6%
3	7163	6.4%
5	6750	6.1%
9	3324	3.0%
4	2942	2.6%
8	1664	1.5%
6	1498	1.3%

인허가일자
Date

Distinct	3418
Distinct (%)	67.6%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

Minimum	1967-09-06 00:00:00
Maximum	2024-04-02 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5057
Missing (%)	100.0%
Memory size	44.6 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

3	3085
1	1972

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	3085	61.0%
1	1972	39.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	3085	61.0%
1	1972	39.0%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

폐업	3085
영업/정상	1972

Length

Max length	5
Median length	2
Mean length	3.1698636
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	3085	61.0%
영업/정상	1972	39.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3085	61.0%
영업/정상	1972	39.0%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

2	3085
1	1972

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	3085	61.0%
1	1972	39.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	3085	61.0%
1	1972	39.0%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

폐업	3085
영업	1972

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	3085	61.0%
영업	1972	39.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3085	61.0%
영업	1972	39.0%

폐업일자
Date

MISSING

Distinct	2184
Distinct (%)	70.8%
Missing	1972
Missing (%)	39.0%
Memory size	39.6 KiB

Minimum	1991-07-19 00:00:00
Maximum	2024-04-02 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5057
Missing (%)	100.0%
Memory size	44.6 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5057
Missing (%)	100.0%
Memory size	44.6 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5057
Missing (%)	100.0%
Memory size	44.6 KiB

전화번호
Text

MISSING

Distinct	2925
Distinct (%)	86.1%
Missing	1660
Missing (%)	32.8%
Memory size	39.6 KiB

Length

Max length	12
Median length	10
Mean length	10.133059
Min length	2

Characters and Unicode

Total characters	34422
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	2644 ?
Unique (%)	77.8%

Sample

1st row	02 6631333
2nd row	02 00000
3rd row	0206622586
4th row	02 6645319
5th row	02 6939313

Value	Count	Frequency (%)
02	1107	24.6%
0200000000	34	0.8%
00000	33	0.7%
070	21	0.5%
0	15	0.3%
032	6	0.1%
0226918882	4	0.1%
0226471284	4	0.1%
0236636603	4	0.1%
0236616941	4	0.1%
Other values (2951)	3268	72.6%

Most occurring characters

Value	Count	Frequency (%)
2	6948	20.2%
0	6430	18.7%
6	5824	16.9%
3	2323	6.7%
5	2084	6.1%
9	2062	6.0%
8	1850	5.4%
4	1755	5.1%
1	1741	5.1%
7	1737	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32754	95.2%
Space Separator	1668	4.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	6948	21.2%
0	6430	19.6%
6	5824	17.8%
3	2323	7.1%
5	2084	6.4%
9	2062	6.3%
8	1850	5.6%
4	1755	5.4%
1	1741	5.3%
7	1737	5.3%

Space Separator

Value	Count	Frequency (%)
	1668	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34422	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	6948	20.2%
0	6430	18.7%
6	5824	16.9%
3	2323	6.7%
5	2084	6.1%
9	2062	6.0%
8	1850	5.4%
4	1755	5.1%
1	1741	5.1%
7	1737	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34422	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	6948	20.2%
0	6430	18.7%
6	5824	16.9%
3	2323	6.7%
5	2084	6.1%
9	2062	6.0%
8	1850	5.4%
4	1755	5.1%
1	1741	5.1%
7	1737	5.0%

소재지면적
Real number (ℝ)

ZEROS

Distinct	2028
Distinct (%)	40.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	41.340026

Minimum	0
Maximum	589.48
Zeros	147
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

Minimum	0
5-th percentile	10.545
Q1	21.3575
median	31.02
Q3	46.3
95-th percentile	110.89
Maximum	589.48
Range	589.48
Interquartile range (IQR)	24.9425

Descriptive statistics

Standard deviation	36.861409
Coefficient of variation (CV)	0.8916639
Kurtosis	20.148964
Mean	41.340026
Median Absolute Deviation (MAD)	11.23
Skewness	3.3199207
Sum	209015.17
Variance	1358.7634
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.0	235	4.6%
0.0	147	2.9%
30.0	101	2.0%
24.0	62	1.2%
26.4	59	1.2%
20.0	56	1.1%
25.0	51	1.0%
23.1	35	0.7%
66.0	35	0.7%
27.0	33	0.7%
Other values (2018)	4242	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	147	2.9%
1.5	1	< 0.1%
1.72	3	0.1%
3.3	4	0.1%
3.38	1	< 0.1%
4.9	1	< 0.1%
5.0	3	0.1%
5.13	1	< 0.1%
5.3	1	< 0.1%
5.6	1	< 0.1%

Value	Count	Frequency (%)
589.48	1	< 0.1%
402.53	1	< 0.1%
310.14	1	< 0.1%
285.24	1	< 0.1%
279.95	1	< 0.1%
279.0	1	< 0.1%
275.51	1	< 0.1%
271.2	1	< 0.1%
270.77	1	< 0.1%
270.0	1	< 0.1%

소재지우편번호
Text

Distinct	216
Distinct (%)	4.3%
Missing	4
Missing (%)	0.1%
Memory size	39.6 KiB

Length

Max length	7
Median length	6
Mean length	6.1278448
Min length	6

Characters and Unicode

Total characters	30964
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	24 ?
Unique (%)	0.5%

Sample

1st row	157812
2nd row	157860
3rd row	157852
4th row	157846
5th row	157871

Value	Count	Frequency (%)
157210	573	11.3%
157-210	307	6.1%
157280	188	3.7%
157930	166	3.3%
157918	111	2.2%
157846	98	1.9%
157884	97	1.9%
157847	93	1.8%
157879	87	1.7%
157925	83	1.6%
Other values (206)	3250	64.3%

Most occurring characters

Value	Count	Frequency (%)
1	6924	22.4%
7	5761	18.6%
5	5680	18.3%
8	3571	11.5%
0	2407	7.8%
2	1945	6.3%
9	1702	5.5%
3	898	2.9%
6	737	2.4%
4	693	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	30318	97.9%
Dash Punctuation	646	2.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	6924	22.8%
7	5761	19.0%
5	5680	18.7%
8	3571	11.8%
0	2407	7.9%
2	1945	6.4%
9	1702	5.6%
3	898	3.0%
6	737	2.4%
4	693	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	646	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30964	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	6924	22.4%
7	5761	18.6%
5	5680	18.3%
8	3571	11.5%
0	2407	7.8%
2	1945	6.3%
9	1702	5.5%
3	898	2.9%
6	737	2.4%
4	693	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30964	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	6924	22.4%
7	5761	18.6%
5	5680	18.3%
8	3571	11.5%
0	2407	7.8%
2	1945	6.3%
9	1702	5.5%
3	898	2.9%
6	737	2.4%
4	693	2.2%

지번주소
Text

Distinct	4262
Distinct (%)	84.3%
Missing	2
Missing (%)	< 0.1%
Memory size	39.6 KiB

Length

Max length	55
Median length	49
Mean length	27.414441
Min length	17

Characters and Unicode

Total characters	138580
Distinct characters	418
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	3721 ?
Unique (%)	73.6%

Sample

1st row	서울특별시 강서구 공항동 52-5번지
2nd row	서울특별시 강서구 염창동 108-0번지
3rd row	서울특별시 강서구 방화동 608-49번지
4th row	서울특별시 강서구 방화동 249-153번지
5th row	서울특별시 강서구 화곡동 98-59번지

Value	Count	Frequency (%)
서울특별시	5053	19.5%
강서구	5053	19.5%
화곡동	1999	7.7%
마곡동	880	3.4%
방화동	597	2.3%
등촌동	560	2.2%
1층	501	1.9%
내발산동	401	1.5%
염창동	241	0.9%
지상	233	0.9%
Other values (4231)	10364	40.0%

Most occurring characters

Value	Count	Frequency (%)
	23786	17.2%
서	10180	7.3%
1	6097	4.4%
동	5509	4.0%
시	5149	3.7%
강	5137	3.7%
울	5079	3.7%
구	5070	3.7%
별	5056	3.6%
특	5053	3.6%
Other values (408)	62464	45.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	79689	57.5%
Decimal Number	29493	21.3%
Space Separator	23786	17.2%
Dash Punctuation	4527	3.3%
Open Punctuation	319	0.2%
Close Punctuation	319	0.2%
Uppercase Letter	261	0.2%
Letter Number	92	0.1%
Other Punctuation	68	< 0.1%
Math Symbol	18	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	10180	12.8%
동	5509	6.9%
시	5149	6.5%
강	5137	6.4%
울	5079	6.4%
구	5070	6.4%
별	5056	6.3%
특	5053	6.3%
지	3681	4.6%
곡	3294	4.1%
Other values (358)	26481	33.2%

Uppercase Letter

Value	Count	Frequency (%)
B	93	35.6%
A	72	27.6%
W	20	7.7%
C	14	5.4%
M	12	4.6%
N	11	4.2%
I	6	2.3%
T	5	1.9%
E	4	1.5%
R	4	1.5%
Other values (12)	20	7.7%

Decimal Number

Value	Count	Frequency (%)
1	6097	20.7%
2	3573	12.1%
0	3470	11.8%
7	2885	9.8%
3	2746	9.3%
9	2244	7.6%
6	2237	7.6%
4	2234	7.6%
5	2070	7.0%
8	1937	6.6%

Other Punctuation

Value	Count	Frequency (%)
,	52	76.5%
@	10	14.7%
.	4	5.9%
/	1	1.5%
?	1	1.5%

Letter Number

Value	Count	Frequency (%)
Ⅱ	53	57.6%
Ⅰ	35	38.0%
Ⅳ	2	2.2%
Ⅲ	2	2.2%

Lowercase Letter

Value	Count	Frequency (%)
e	3	37.5%
c	3	37.5%
b	1	12.5%
n	1	12.5%

Space Separator

Value	Count	Frequency (%)
	23786	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4527	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	319	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	319	100.0%

Math Symbol

Value	Count	Frequency (%)
~	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	79689	57.5%
Common	58530	42.2%
Latin	361	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	10180	12.8%
동	5509	6.9%
시	5149	6.5%
강	5137	6.4%
울	5079	6.4%
구	5070	6.4%
별	5056	6.3%
특	5053	6.3%
지	3681	4.6%
곡	3294	4.1%
Other values (358)	26481	33.2%

Latin

Value	Count	Frequency (%)
B	93	25.8%
A	72	19.9%
Ⅱ	53	14.7%
Ⅰ	35	9.7%
W	20	5.5%
C	14	3.9%
M	12	3.3%
N	11	3.0%
I	6	1.7%
T	5	1.4%
Other values (20)	40	11.1%

Common

Value	Count	Frequency (%)
	23786	40.6%
1	6097	10.4%
-	4527	7.7%
2	3573	6.1%
0	3470	5.9%
7	2885	4.9%
3	2746	4.7%
9	2244	3.8%
6	2237	3.8%
4	2234	3.8%
Other values (10)	4731	8.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	79688	57.5%
ASCII	58799	42.4%
Number Forms	92	0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	23786	40.5%
1	6097	10.4%
-	4527	7.7%
2	3573	6.1%
0	3470	5.9%
7	2885	4.9%
3	2746	4.7%
9	2244	3.8%
6	2237	3.8%
4	2234	3.8%
Other values (36)	5000	8.5%

Hangul

Value	Count	Frequency (%)
서	10180	12.8%
동	5509	6.9%
시	5149	6.5%
강	5137	6.4%
울	5079	6.4%
구	5070	6.4%
별	5056	6.3%
특	5053	6.3%
지	3681	4.6%
곡	3294	4.1%
Other values (357)	26480	33.2%

Number Forms

Value	Count	Frequency (%)
Ⅱ	53	57.6%
Ⅰ	35	38.0%
Ⅳ	2	2.2%
Ⅲ	2	2.2%

Compat Jamo

Value	Count	Frequency (%)
ㅅ	1	100.0%

도로명주소
Text

MISSING

Distinct	3256
Distinct (%)	91.1%
Missing	1481
Missing (%)	29.3%
Memory size	39.6 KiB

Length

Max length	63
Median length	51
Mean length	35.280761
Min length	17

Characters and Unicode

Total characters	126164
Distinct characters	416
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	2986 ?
Unique (%)	83.5%

Sample

1st row	서울특별시 강서구 곰달래로 227 (화곡동)
2nd row	서울특별시 강서구 허준로 234 (가양동,가양9단지상가206)
3rd row	서울특별시 강서구 화곡로66길 90 (등촌동,코오롱아파트 상가106호)
4th row	서울특별시 강서구 양천로75길 13 (염창동)
5th row	서울특별시 강서구 초록마을로 167 (화곡동)

Value	Count	Frequency (%)
서울특별시	3574	14.8%
강서구	3574	14.8%
화곡동	1140	4.7%
1층	907	3.8%
마곡동	871	3.6%
2층	498	2.1%
방화동	325	1.3%
등촌동	309	1.3%
공항대로	290	1.2%
내발산동	248	1.0%
Other values (2339)	12447	51.5%

Most occurring characters

Value	Count	Frequency (%)
	20618	16.3%
서	7940	6.3%
1	5675	4.5%
강	4288	3.4%
동	4190	3.3%
(	3682	2.9%
)	3682	2.9%
,	3673	2.9%
시	3663	2.9%
로	3652	2.9%
Other values (406)	65101	51.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	72227	57.2%
Decimal Number	21303	16.9%
Space Separator	20618	16.3%
Open Punctuation	3682	2.9%
Close Punctuation	3682	2.9%
Other Punctuation	3677	2.9%
Dash Punctuation	509	0.4%
Uppercase Letter	326	0.3%
Letter Number	92	0.1%
Math Symbol	39	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	7940	11.0%
강	4288	5.9%
동	4190	5.8%
시	3663	5.1%
로	3652	5.1%
울	3598	5.0%
구	3578	5.0%
별	3577	5.0%
특	3574	4.9%
곡	3514	4.9%
Other values (357)	30653	42.4%

Uppercase Letter

Value	Count	Frequency (%)
B	121	37.1%
A	96	29.4%
W	20	6.1%
C	18	5.5%
M	14	4.3%
N	11	3.4%
I	6	1.8%
G	5	1.5%
T	5	1.5%
O	4	1.2%
Other values (11)	26	8.0%

Decimal Number

Value	Count	Frequency (%)
1	5675	26.6%
2	3413	16.0%
0	2263	10.6%
3	2159	10.1%
4	1909	9.0%
5	1650	7.7%
6	1362	6.4%
7	1037	4.9%
8	1031	4.8%
9	804	3.8%

Lowercase Letter

Value	Count	Frequency (%)
e	3	33.3%
c	2	22.2%
b	1	11.1%
n	1	11.1%
a	1	11.1%
g	1	11.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	53	57.6%
Ⅰ	35	38.0%
Ⅲ	2	2.2%
Ⅳ	2	2.2%

Other Punctuation

Value	Count	Frequency (%)
,	3673	99.9%
.	2	0.1%
@	2	0.1%

Space Separator

Value	Count	Frequency (%)
	20618	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3682	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3682	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	509	100.0%

Math Symbol

Value	Count	Frequency (%)
~	39	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	72227	57.2%
Common	53510	42.4%
Latin	427	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	7940	11.0%
강	4288	5.9%
동	4190	5.8%
시	3663	5.1%
로	3652	5.1%
울	3598	5.0%
구	3578	5.0%
별	3577	5.0%
특	3574	4.9%
곡	3514	4.9%
Other values (357)	30653	42.4%

Latin

Value	Count	Frequency (%)
B	121	28.3%
A	96	22.5%
Ⅱ	53	12.4%
Ⅰ	35	8.2%
W	20	4.7%
C	18	4.2%
M	14	3.3%
N	11	2.6%
I	6	1.4%
G	5	1.2%
Other values (21)	48	11.2%

Common

Value	Count	Frequency (%)
	20618	38.5%
1	5675	10.6%
(	3682	6.9%
)	3682	6.9%
,	3673	6.9%
2	3413	6.4%
0	2263	4.2%
3	2159	4.0%
4	1909	3.6%
5	1650	3.1%
Other values (8)	4786	8.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	72227	57.2%
ASCII	53845	42.7%
Number Forms	92	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	20618	38.3%
1	5675	10.5%
(	3682	6.8%
)	3682	6.8%
,	3673	6.8%
2	3413	6.3%
0	2263	4.2%
3	2159	4.0%
4	1909	3.5%
5	1650	3.1%
Other values (35)	5121	9.5%

Hangul

Value	Count	Frequency (%)
서	7940	11.0%
강	4288	5.9%
동	4190	5.8%
시	3663	5.1%
로	3652	5.1%
울	3598	5.0%
구	3578	5.0%
별	3577	5.0%
특	3574	4.9%
곡	3514	4.9%
Other values (357)	30653	42.4%

Number Forms

Value	Count	Frequency (%)
Ⅱ	53	57.6%
Ⅰ	35	38.0%
Ⅲ	2	2.2%
Ⅳ	2	2.2%

도로명우편번호
Real number (ℝ)

MISSING SKEWED

Distinct	268
Distinct (%)	7.5%
Missing	1492
Missing (%)	29.5%
Infinite	0
Infinite (%)	0.0%
Mean	7682.4581

Minimum	7504
Maximum	14545
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

Minimum	7504
5-th percentile	7527
Q1	7604
median	7681
Q3	7764
95-th percentile	7803
Maximum	14545
Range	7041
Interquartile range (IQR)	160

Descriptive statistics

Standard deviation	186.03528
Coefficient of variation (CV)	0.024215594
Kurtosis	1037.6316
Mean	7682.4581
Median Absolute Deviation (MAD)	78
Skewness	28.14658
Sum	27387963
Variance	34609.127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7631	157	3.1%
7788	153	3.0%
7803	115	2.3%
7801	99	2.0%
7806	73	1.4%
7807	70	1.4%
7604	68	1.3%
7639	58	1.1%
7802	49	1.0%
7651	47	0.9%
Other values (258)	2676	52.9%
(Missing)	1492	29.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7504	2	< 0.1%
7505	7	0.1%
7506	2	< 0.1%
7509	3	0.1%
7510	30	0.6%
7511	9	0.2%
7512	4	0.1%
7513	3	0.1%
7514	2	< 0.1%
7515	5	0.1%

Value	Count	Frequency (%)
14545	1	< 0.1%
14544	1	< 0.1%
7811	4	0.1%
7809	4	0.1%
7808	11	0.2%
7807	70	1.4%
7806	73	1.4%
7805	1	< 0.1%
7803	115	2.3%
7802	49	1.0%

사업장명
Text

Distinct	4244
Distinct (%)	83.9%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

Length

Max length	46
Median length	31
Mean length	6.0913585
Min length	1

Characters and Unicode

Total characters	30804
Distinct characters	779
Distinct categories	13 ?
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	3751 ?
Unique (%)	74.2%

Sample

1st row	월계
2nd row	유일
3rd row	소망
4th row	성민주미용타운
5th row	원

Value	Count	Frequency (%)
헤어	143	2.2%
네일	73	1.1%
미용실	62	0.9%
hair	53	0.8%
에스테틱	52	0.8%
마곡점	38	0.6%
살롱	28	0.4%
헤어살롱	27	0.4%
nail	25	0.4%
리안헤어	24	0.4%
Other values (4427)	6065	92.0%

Most occurring characters

Value	Count	Frequency (%)
어	1757	5.7%
헤	1693	5.5%
	1535	5.0%
미	1009	3.3%
스	748	2.4%
용	679	2.2%
리	679	2.2%
실	677	2.2%
이	591	1.9%
일	497	1.6%
Other values (769)	20939	68.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	25459	82.6%
Space Separator	1535	5.0%
Lowercase Letter	1461	4.7%
Uppercase Letter	1195	3.9%
Open Punctuation	285	0.9%
Close Punctuation	285	0.9%
Decimal Number	284	0.9%
Other Punctuation	281	0.9%
Dash Punctuation	8	< 0.1%
Connector Punctuation	5	< 0.1%
Other values (3)	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	1757	6.9%
헤	1693	6.6%
미	1009	4.0%
스	748	2.9%
용	679	2.7%
리	679	2.7%
실	677	2.7%
이	591	2.3%
일	497	2.0%
네	462	1.8%
Other values (686)	16667	65.5%

Uppercase Letter

Value	Count	Frequency (%)
A	125	10.5%
N	90	7.5%
S	80	6.7%
I	77	6.4%
H	75	6.3%
O	75	6.3%
L	75	6.3%
E	69	5.8%
R	69	5.8%
B	64	5.4%
Other values (16)	396	33.1%

Lowercase Letter

Value	Count	Frequency (%)
a	206	14.1%
i	163	11.2%
e	154	10.5%
l	125	8.6%
o	113	7.7%
n	108	7.4%
r	91	6.2%
h	73	5.0%
s	64	4.4%
y	57	3.9%
Other values (15)	307	21.0%

Other Punctuation

Value	Count	Frequency (%)
&	69	24.6%
?	63	22.4%
.	44	15.7%
#	39	13.9%
,	36	12.8%
'	19	6.8%
:	4	1.4%
;	3	1.1%
/	3	1.1%
!	1	0.4%

Decimal Number

Value	Count	Frequency (%)
1	60	21.1%
0	55	19.4%
2	49	17.3%
3	25	8.8%
9	24	8.5%
8	15	5.3%
7	15	5.3%
5	15	5.3%
4	14	4.9%
6	12	4.2%

Open Punctuation

Value	Count	Frequency (%)
(	284	99.6%
[	1	0.4%

Close Punctuation

Value	Count	Frequency (%)
)	284	99.6%
]	1	0.4%

Math Symbol

Value	Count	Frequency (%)
+	2	66.7%
=	1	33.3%

Other Symbol

Value	Count	Frequency (%)
♡	1	50.0%
℃	1	50.0%

Space Separator

Value	Count	Frequency (%)
	1535	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	25449	82.6%
Common	2689	8.7%
Latin	2656	8.6%
Han	10	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	1757	6.9%
헤	1693	6.7%
미	1009	4.0%
스	748	2.9%
용	679	2.7%
리	679	2.7%
실	677	2.7%
이	591	2.3%
일	497	2.0%
네	462	1.8%
Other values (681)	16657	65.5%

Latin

Value	Count	Frequency (%)
a	206	7.8%
i	163	6.1%
e	154	5.8%
A	125	4.7%
l	125	4.7%
o	113	4.3%
n	108	4.1%
r	91	3.4%
N	90	3.4%
S	80	3.0%
Other values (41)	1401	52.7%

Common

Value	Count	Frequency (%)
	1535	57.1%
(	284	10.6%
)	284	10.6%
&	69	2.6%
?	63	2.3%
1	60	2.2%
0	55	2.0%
2	49	1.8%
.	44	1.6%
#	39	1.5%
Other values (22)	207	7.7%

Han

Value	Count	Frequency (%)
美	6	60.0%
休	1	10.0%
愛	1	10.0%
安	1	10.0%
娟	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	25444	82.6%
ASCII	5343	17.3%
CJK	10	< 0.1%
Compat Jamo	5	< 0.1%
Misc Symbols	1	< 0.1%
Letterlike Symbols	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	1757	6.9%
헤	1693	6.7%
미	1009	4.0%
스	748	2.9%
용	679	2.7%
리	679	2.7%
실	677	2.7%
이	591	2.3%
일	497	2.0%
네	462	1.8%
Other values (680)	16652	65.4%

ASCII

Value	Count	Frequency (%)
	1535	28.7%
(	284	5.3%
)	284	5.3%
a	206	3.9%
i	163	3.1%
e	154	2.9%
A	125	2.3%
l	125	2.3%
o	113	2.1%
n	108	2.0%
Other values (71)	2246	42.0%

CJK

Value	Count	Frequency (%)
美	6	60.0%
休	1	10.0%
愛	1	10.0%
安	1	10.0%
娟	1	10.0%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	5	100.0%

Misc Symbols

Value	Count	Frequency (%)
♡	1	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
℃	1	100.0%

최종수정일자
Date

Distinct	4186
Distinct (%)	82.8%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

Minimum	1998-12-31 00:00:00
Maximum	2024-04-02 15:57:04

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

I	3441
U	1591
D	25

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	3441	68.0%
U	1591	31.5%
D	25	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3441	68.0%
u	1591	31.5%
d	25	0.5%

데이터갱신일자
Date

Distinct	1117
Distinct (%)	22.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

일반미용업	3527
피부미용업	789
네일아트업	510
메이크업업	205
기타	25

Length

Max length	6
Median length	5
Mean length	4.9853668
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	3527	69.7%
피부미용업	789	15.6%
네일아트업	510	10.1%
메이크업업	205	4.1%
기타	25	0.5%
미용업 기타	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	3527	69.7%
피부미용업	789	15.6%
네일아트업	510	10.1%
메이크업업	205	4.1%
기타	26	0.5%
미용업	1	< 0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2171
Distinct (%)	47.2%
Missing	460
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%
Mean	185785.31

Minimum	178029.09
Maximum	189200.15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

Minimum	178029.09
5-th percentile	183209.16
Q1	184876.79
median	185830
Q3	186748.17
95-th percentile	188029.31
Maximum	189200.15
Range	11171.054
Interquartile range (IQR)	1871.3792

Descriptive statistics

Standard deviation	1472.271
Coefficient of variation (CV)	0.0079245823
Kurtosis	-0.29182775
Mean	185785.31
Median Absolute Deviation (MAD)	928.9896
Skewness	-0.26734503
Sum	8.5405507 × 10⁸
Variance	2167581.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
185813.15048215	34	0.7%
185509.165465662	21	0.4%
184526.084367975	20	0.4%
184786.585	19	0.4%
184971.522700042	19	0.4%
186336.003796738	17	0.3%
184650.0	17	0.3%
185365.0	17	0.3%
185798.0	17	0.3%
184876.792845641	16	0.3%
Other values (2161)	4400	87.0%
(Missing)	460	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
178029.093258404	1	< 0.1%
178411.442079953	1	< 0.1%
182141.205465089	3	0.1%
182285.447416016	2	< 0.1%
182325.929915034	1	< 0.1%
182338.465992546	1	< 0.1%
182343.628553333	1	< 0.1%
182524.823835629	6	0.1%
182735.786874703	1	< 0.1%
182742.537963411	3	0.1%

Value	Count	Frequency (%)
189200.147733153	2	< 0.1%
189172.250232972	1	< 0.1%
189124.441211963	2	< 0.1%
189098.806779959	7	0.1%
189085.29181102	1	< 0.1%
189037.964421932	1	< 0.1%
189027.554806104	1	< 0.1%
189010.481823545	1	< 0.1%
188998.678607376	1	< 0.1%
188983.896916895	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2167
Distinct (%)	47.1%
Missing	460
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%
Mean	449938.88

Minimum	444675.57
Maximum	453595.39
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

Minimum	444675.57
5-th percentile	447677.94
Q1	448744.34
median	450057.82
Q3	450969.02
95-th percentile	452244.34
Maximum	453595.39
Range	8919.8166
Interquartile range (IQR)	2224.6752

Descriptive statistics

Standard deviation	1479.2381
Coefficient of variation (CV)	0.0032876424
Kurtosis	-1.0102368
Mean	449938.88
Median Absolute Deviation (MAD)	1144.5851
Skewness	-0.034956334
Sum	2.068369 × 10⁹
Variance	2188145.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450434.088151226	34	0.7%
451786.0	22	0.4%
449450.069694741	21	0.4%
451722.650631223	20	0.4%
450643.056387457	19	0.4%
450708.875	19	0.4%
451778.0	17	0.3%
450960.614576167	17	0.3%
450789.0	17	0.3%
451667.0	17	0.3%
Other values (2157)	4394	86.9%
(Missing)	460	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
444675.571322009	1	< 0.1%
444684.405331659	1	< 0.1%
447266.978172789	1	< 0.1%
447297.791614934	4	0.1%
447299.338292737	1	< 0.1%
447316.214981355	1	< 0.1%
447330.069531356	1	< 0.1%
447347.779817416	1	< 0.1%
447382.849201871	1	< 0.1%
447397.916160011	1	< 0.1%

Value	Count	Frequency (%)
453595.387945696	4	0.1%
453178.305694113	4	0.1%
453050.733807442	3	0.1%
453018.018573883	1	< 0.1%
453016.85493941	1	< 0.1%
453015.644256685	1	< 0.1%
453006.779350668	1	< 0.1%
453004.645243977	2	< 0.1%
452928.777524775	1	< 0.1%
452922.98039021	2	< 0.1%

위생업태명
Categorical

Distinct	17
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

미용업	1434
일반미용업	1320
<NA>	1232
피부미용업	454
종합미용업	209
Other values (12)	408

Length

Max length	23
Median length	19
Mean length	4.6476172
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	1434	28.4%
일반미용업	1320	26.1%
<NA>	1232	24.4%
피부미용업	454	9.0%
종합미용업	209	4.1%
네일미용업	176	3.5%
네일미용업, 화장ㆍ분장 미용업	50	1.0%
화장ㆍ분장 미용업	40	0.8%
피부미용업, 화장ㆍ분장 미용업	38	0.8%
피부미용업, 네일미용업	35	0.7%
Other values (7)	69	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	1611	29.5%
일반미용업	1362	24.9%
na	1232	22.5%
피부미용업	563	10.3%
네일미용업	310	5.7%
종합미용업	209	3.8%
화장ㆍ분장	177	3.2%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	21
Distinct (%)	0.7%
Missing	2139
Missing (%)	42.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.517135

Minimum	0
Maximum	42
Zeros	1885
Zeros (%)	37.3%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	7
Maximum	42
Range	42
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.8200907
Coefficient of variation (CV)	1.8588265
Kurtosis	22.926233
Mean	1.517135
Median Absolute Deviation (MAD)	0
Skewness	3.4329115
Sum	4427
Variance	7.9529116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	1885	37.3%
3	255	5.0%
2	214	4.2%
4	200	4.0%
5	108	2.1%
1	66	1.3%
6	43	0.9%
10	38	0.8%
7	26	0.5%
8	22	0.4%
Other values (11)	61	1.2%
(Missing)	2139	42.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1885	37.3%
1	66	1.3%
2	214	4.2%
3	255	5.0%
4	200	4.0%
5	108	2.1%
6	43	0.9%
7	26	0.5%
8	22	0.4%
9	10	0.2%

Value	Count	Frequency (%)
42	1	< 0.1%
25	2	< 0.1%
19	1	< 0.1%
18	1	< 0.1%
16	2	< 0.1%
15	10	0.2%
14	7	0.1%
13	15	0.3%
12	6	0.1%
11	6	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.3%
Missing	2324
Missing (%)	46.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.28430296

Minimum	0
Maximum	9
Zeros	2210
Zeros (%)	43.7%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.76242672
Coefficient of variation (CV)	2.6817403
Kurtosis	26.78143
Mean	0.28430296
Median Absolute Deviation (MAD)	0
Skewness	4.4198702
Sum	777
Variance	0.58129451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	2210	43.7%
1	406	8.0%
2	49	1.0%
3	30	0.6%
4	22	0.4%
5	8	0.2%
7	4	0.1%
6	3	0.1%
9	1	< 0.1%
(Missing)	2324	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2210	43.7%
1	406	8.0%
2	49	1.0%
3	30	0.6%
4	22	0.4%
5	8	0.2%
6	3	0.1%
7	4	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
7	4	0.1%
6	3	0.1%
5	8	0.2%
4	22	0.4%
3	30	0.6%
2	49	1.0%
1	406	8.0%
0	2210	43.7%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	0.5%
Missing	2451
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.1162701

Minimum	0
Maximum	44
Zeros	871
Zeros (%)	17.2%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	3
Maximum	44
Range	44
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.4967361
Coefficient of variation (CV)	1.3408368
Kurtosis	263.02459
Mean	1.1162701
Median Absolute Deviation (MAD)	1
Skewness	10.430376
Sum	2909
Variance	2.2402189
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	1088	21.5%
0	871	17.2%
2	383	7.6%
3	164	3.2%
4	54	1.1%
5	15	0.3%
7	9	0.2%
6	9	0.2%
8	5	0.1%
10	3	0.1%
Other values (4)	5	0.1%
(Missing)	2451	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	871	17.2%
1	1088	21.5%
2	383	7.6%
3	164	3.2%
4	54	1.1%
5	15	0.3%
6	9	0.2%
7	9	0.2%
8	5	0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
44	1	< 0.1%
12	1	< 0.1%
11	1	< 0.1%
10	3	0.1%
9	2	< 0.1%
8	5	0.1%
7	9	0.2%
6	9	0.2%
5	15	0.3%
4	54	1.1%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	23
Distinct (%)	2.3%
Missing	4047
Missing (%)	80.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5861386

Minimum	0
Maximum	315
Zeros	331
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	315
Range	315
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	26.153375
Coefficient of variation (CV)	5.7027005
Kurtosis	71.34541
Mean	4.5861386
Median Absolute Deviation (MAD)	1
Skewness	8.227348
Sum	4632
Variance	683.99901
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1	389	7.7%
0	331	6.5%
2	143	2.8%
3	77	1.5%
4	33	0.7%
5	7	0.1%
201	5	0.1%
8	3	0.1%
10	3	0.1%
7	2	< 0.1%
Other values (13)	17	0.3%
(Missing)	4047	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	331	6.5%
1	389	7.7%
2	143	2.8%
3	77	1.5%
4	33	0.7%
5	7	0.1%
6	2	< 0.1%
7	2	< 0.1%
8	3	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
315	1	< 0.1%
304	1	< 0.1%
206	2	< 0.1%
205	1	< 0.1%
204	1	< 0.1%
203	1	< 0.1%
202	1	< 0.1%
201	5	0.1%
110	1	< 0.1%
104	1	< 0.1%

사용시작지하층
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

<NA>	3831
0	1141
1	78
2	7

Length

Max length	4
Median length	4
Mean length	3.2726913
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3831	75.8%
0	1141	22.6%
1	78	1.5%
2	7	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3831	75.8%
0	1141	22.6%
1	78	1.5%
2	7	0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

<NA>	4525
0	499
1	29
2	4

Length

Max length	4
Median length	4
Mean length	3.6843979
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>	4525	89.5%
0	499	9.9%
1	29	0.6%
2	4	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4525	89.5%
0	499	9.9%
1	29	0.6%
2	4	0.1%

한실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

0	2711
<NA>	2346

Length

Max length	4
Median length	1
Mean length	2.3917342
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2711	53.6%
<NA>	2346	46.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2711	53.6%
na	2346	46.4%

양실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

0	2711
<NA>	2346

Length

Max length	4
Median length	1
Mean length	2.3917342
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2711	53.6%
<NA>	2346	46.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2711	53.6%
na	2346	46.4%

욕실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

0	2711
<NA>	2346

Length

Max length	4
Median length	1
Mean length	2.3917342
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2711	53.6%
<NA>	2346	46.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2711	53.6%
na	2346	46.4%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	1280
Missing (%)	25.3%
Memory size	10.0 KiB

False	3777
(Missing)	1280

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3777	74.7%
(Missing)	1280	25.3%

좌석수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	21
Distinct (%)	0.6%
Missing	1350
Missing (%)	26.7%
Infinite	0
Infinite (%)	0.0%
Mean	3.6485028

Minimum	0
Maximum	325
Zeros	416
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	4
95-th percentile	8
Maximum	325
Range	325
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	8.3359863
Coefficient of variation (CV)	2.284769
Kurtosis	1201.7524
Mean	3.6485028
Median Absolute Deviation (MAD)	1
Skewness	32.966713
Sum	13525
Variance	69.488667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
3	1362	26.9%
4	702	13.9%
2	459	9.1%
0	416	8.2%
5	228	4.5%
6	179	3.5%
8	84	1.7%
1	80	1.6%
7	71	1.4%
10	42	0.8%
Other values (11)	84	1.7%
(Missing)	1350	26.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	416	8.2%
1	80	1.6%
2	459	9.1%
3	1362	26.9%
4	702	13.9%
5	228	4.5%
6	179	3.5%
7	71	1.4%
8	84	1.7%
9	19	0.4%

Value	Count	Frequency (%)
325	1	< 0.1%
316	1	< 0.1%
195	1	< 0.1%
20	3	0.1%
16	7	0.1%
15	5	0.1%
14	8	0.2%
13	6	0.1%
12	23	0.5%
11	10	0.2%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5057
Missing (%)	100.0%
Memory size	44.6 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5057
Missing (%)	100.0%
Memory size	44.6 KiB

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

<NA>	5055
2	2

Length

Max length	4
Median length	4
Mean length	3.9988135
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>	5055	> 99.9%
2	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5055	> 99.9%
2	2	< 0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

<NA>	3498
임대	1541
자가	18

Length

Max length	4
Median length	4
Mean length	3.3834289
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>	3498	69.2%
임대	1541	30.5%
자가	18	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3498	69.2%
임대	1541	30.5%
자가	18	0.4%

세탁기수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

<NA>	2998
0	2059

Length

Max length	4
Median length	4
Mean length	2.7785248
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>	2998	59.3%
0	2059	40.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2998	59.3%
0	2059	40.7%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.6%
Missing	3800
Missing (%)	75.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.12490056

Minimum	0
Maximum	7
Zeros	1135
Zeros (%)	22.4%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.48166264
Coefficient of variation (CV)	3.856369
Kurtosis	68.561086
Mean	0.12490056
Median Absolute Deviation (MAD)	0
Skewness	6.9176872
Sum	157
Variance	0.2319989
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	1135	22.4%
1	108	2.1%
2	5	0.1%
4	5	0.1%
3	2	< 0.1%
7	1	< 0.1%
6	1	< 0.1%
(Missing)	3800	75.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1135	22.4%
1	108	2.1%
2	5	0.1%
3	2	< 0.1%
4	5	0.1%
6	1	< 0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
6	1	< 0.1%
4	5	0.1%
3	2	< 0.1%
2	5	0.1%
1	108	2.1%
0	1135	22.4%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

<NA>	3801
0	1245
1	10
2	1

Length

Max length	4
Median length	4
Mean length	3.2548942
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>	3801	75.2%
0	1245	24.6%
1	10	0.2%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3801	75.2%
0	1245	24.6%
1	10	0.2%
2	1	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.6 KiB

<NA>	3116
0	1941

Length

Max length	4
Median length	4
Mean length	2.8485268
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>	3116	61.6%
0	1941	38.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3116	61.6%
0	1941	38.4%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	0.8%
Missing	3157
Missing (%)	62.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.0073684

Minimum	0
Maximum	14
Zeros	1224
Zeros (%)	24.2%
Negative	0
Negative (%)	0.0%
Memory size	44.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	14
Range	14
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.7919569
Coefficient of variation (CV)	1.7788496
Kurtosis	8.6188559
Mean	1.0073684
Median Absolute Deviation (MAD)	0
Skewness	2.5366481
Sum	1914
Variance	3.2111094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	1224	24.2%
2	221	4.4%
1	156	3.1%
3	143	2.8%
4	51	1.0%
5	46	0.9%
6	26	0.5%
8	12	0.2%
7	7	0.1%
9	4	0.1%
Other values (5)	10	0.2%
(Missing)	3157	62.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1224	24.2%
1	156	3.1%
2	221	4.4%
3	143	2.8%
4	51	1.0%
5	46	0.9%
6	26	0.5%
7	7	0.1%
8	12	0.2%
9	4	0.1%

Value	Count	Frequency (%)
14	1	< 0.1%
13	1	< 0.1%
12	4	0.1%
11	1	< 0.1%
10	3	0.1%
9	4	0.1%
8	12	0.2%
7	7	0.1%
6	26	0.5%
5	46	0.9%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	1232
Missing (%)	24.4%
Memory size	10.0 KiB

False	3824
True	1
(Missing)	1232

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3824	75.6%
True	1	< 0.1%
(Missing)	1232	24.4%

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	3150000	3150000-204-1967-00963	19670906	<NA>	3	폐업	2	폐업	20030225	<NA>	<NA>	<NA>	02 6631333	13.56	157812	서울특별시 강서구 공항동 52-5번지	<NA>	<NA>	월계	2003-04-08 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	183118.598958	450884.384415	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3150000	3150000-204-1970-00972	19700828	<NA>	3	폐업	2	폐업	19970113	<NA>	<NA>	<NA>	02 00000	13.6	157860	서울특별시 강서구 염창동 108-0번지	<NA>	<NA>	유일	2002-07-26 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	3150000	3150000-204-1972-00962	19720309	<NA>	3	폐업	2	폐업	19930317	<NA>	<NA>	<NA>	0206622586	16.65	157852	서울특별시 강서구 방화동 608-49번지	<NA>	<NA>	소망	2002-07-26 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	183674.059422	451387.536361	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3150000	3150000-204-1972-00971	19721206	<NA>	3	폐업	2	폐업	19980821	<NA>	<NA>	<NA>	02 6645319	15.2	157846	서울특별시 강서구 방화동 249-153번지	<NA>	<NA>	성민주미용타운	2002-07-26 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	183411.500294	451829.209569	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3150000	3150000-204-1974-00983	19740130	<NA>	3	폐업	2	폐업	19970822	<NA>	<NA>	<NA>	02 6939313	12.39	157871	서울특별시 강서구 화곡동 98-59번지	<NA>	<NA>	원	2002-07-26 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	186060.178827	448951.886728	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3150000	3150000-204-1975-00945	19751201	<NA>	3	폐업	2	폐업	20030225	<NA>	<NA>	<NA>	0206987190	18.48	157884	서울특별시 강서구 화곡동 362-124번지	<NA>	<NA>	희영헤어아카데미	2003-04-03 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	185795.015806	447924.839232	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3150000	3150000-204-1975-00964	19751117	<NA>	3	폐업	2	폐업	19971117	<NA>	<NA>	<NA>	02 6624563	14.7	157812	서울특별시 강서구 공항동 53-41번지	<NA>	<NA>	박진숙	2002-07-26 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	183166.343309	450992.871859	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3150000	3150000-204-1975-00966	19750320	<NA>	3	폐업	2	폐업	20071004	<NA>	<NA>	<NA>	0226510919	17.6	157836	서울특별시 강서구 등촌동 506-26번지	<NA>	<NA>	숙	2003-04-28 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	187796.411929	449826.543882	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3150000	3150000-204-1975-00968	19750319	<NA>	3	폐업	2	폐업	20030225	<NA>	<NA>	<NA>	02 6948850	14.08	157861	서울특별시 강서구 염창동 241-15번지	<NA>	<NA>	한강	2003-04-16 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	188063.975815	450389.846832	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3150000	3150000-204-1975-00985	19750424	<NA>	3	폐업	2	폐업	19940624	<NA>	<NA>	<NA>	0206024232	33.48	157010	서울특별시 강서구 화곡동 산 976-7번지	<NA>	<NA>	춘	2002-07-26 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	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
5047	3150000	3150000-226-2021-00005	20211223	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	22.6	157918	서울특별시 강서구 화곡동 1017-14	서울특별시 강서구 화곡로13길 98-12, B102호 (화곡동)	7709	더영뷰티스튜디오	2021-12-23 15:59:08	I	2021-12-25 00:22:42.0	메이크업업	185223.388288	449126.148458	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	0	0	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
5048	3150000	3150000-226-2021-00006	2021-09-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	28.57	157-210	서울특별시 강서구 마곡동 759-1 두산더랜드타워 B동 117호	서울특별시 강서구 마곡서로 152, 두산더랜드타워 B동 117호 (마곡동)	7788	무유네일	2024-03-12 17:10:46	I	2023-12-02 23:04:00.0	네일아트업	184526.084368	451722.650631	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5049	3150000	3150000-226-2022-00001	20220415	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	64.25	157807	서울특별시 강서구 가양동 1479-4 시드프라자 301호	서울특별시 강서구 양천로57길 13, 시드프라자 3층 301호 (가양동)	7527	BEAUTY HEAL(뷰티힐)	2022-05-17 14:45:17	U	2021-12-04 23:09:00.0	피부미용업	186856.937643	451268.389267	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5050	3150000	3150000-226-2022-00002	2022-08-16	<NA>	3	폐업	2	폐업	2023-04-20	<NA>	<NA>	<NA>	<NA>	40.56	157-210	서울특별시 강서구 마곡동 794 문영비즈웍스 2층 203호	서울특별시 강서구 강서로 391, 문영비즈웍스 2층 203호 (마곡동)	7803	모블링 맨즈 살롱	2023-04-20 14:24:40	U	2022-12-03 22:03:00.0	피부미용업	185655.7716	450931.675671	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5051	3150000	3150000-226-2022-00003	2022-06-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0218993073	10.0	157-010	서울특별시 강서구 화곡동 1165-1 강서힐스테이트 상가동 507호	서울특별시 강서구 강서로 242, 상가동 5층 507호 (화곡동, 강서힐스테이트)	7694	윤뷰티	2024-02-16 11:33:40	I	2023-12-01 23:08:00.0	메이크업업	185509.165466	449450.069695	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5052	3150000	3150000-226-2023-00001	2023-02-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	86.22	157-839	서울특별시 강서구 등촌동 631 등촌동두산위브센티움	서울특별시 강서구 양천로 564, 등촌동두산위브센티움 2층 203호 (등촌동)	7551	릴리스 뷰티샵	2023-02-20 13:39:42	I	2022-12-01 22:02:00.0	네일아트업	187682.690357	450578.892821	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5053	3150000	3150000-226-2023-00002	2023-06-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	36.63	157-210	서울특별시 강서구 마곡동 798-2 류마타워	서울특별시 강서구 공항대로 164, 류마타워 지하1층 111호 (마곡동)	7807	디네일	2023-06-28 17:43:20	I	2022-12-05 21:00:00.0	네일아트업	184514.388815	450797.722244	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5054	3150000	3150000-226-2023-00003	2023-08-29	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	28.92	157-925	서울특별시 강서구 화곡동 1082-5 웰스파크빌	서울특별시 강서구 화곡로26가길 49, 101호 (화곡동, 웰스파크빌)	7717	아이예쁘다 브로우&속눈썹	2024-02-21 09:59:55	U	2023-12-01 22:03:00.0	메이크업업	185559.65402	448658.478975	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5055	3150000	3150000-226-2023-00004	2023-11-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	15.13	157-880	서울특별시 강서구 화곡동 342-98	서울특별시 강서구 곰달래로 143, 1층 (화곡동)	7760	리리뷰티	2024-02-15 11:12:19	I	2023-12-01 23:07:00.0	네일아트업	186563.648555	447633.464413	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5056	3150000	3150000-226-2024-00001	2024-02-02	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	48.74	157-280	서울특별시 강서구 내발산동 657 우장산힐스테이트 상가1동 208호	서울특별시 강서구 강서로 348, 상가1동 2층 208호 (내발산동, 우장산힐스테이트)	7651	벨르뷰티	2024-02-02 11:49:00	I	2023-12-02 00:04:00.0	피부미용업	185813.150482	450434.088151	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

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

Letter Number

Lowercase Letter

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

Compat Jamo

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter