gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	1966
Missing cells	19880
Missing cells (%)	21.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	777.7 KiB
Average record size in memory	405.1 B

Variable types

Categorical	18
Text	6
DateTime	4
Unsupported	7
Numeric	10
Boolean	2

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),위생업태명,건물지상층수,건물지하층수,사용시작지상층,사용끝지상층,사용시작지하층,사용끝지하층,한실수,양실수,욕실수,발한실여부,좌석수,조건부허가신고사유,조건부허가시작일자,조건부허가종료일자,건물소유구분명,세탁기수,여성종사자수,남성종사자수,회수건조수,침대수,다중이용업소여부
Author	중구
URL	https://data.seoul.go.kr/dataList/OA-17903/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`데이터갱신구분` is highly imbalanced (54.0%)	Imbalance
`사용시작지하층` is highly imbalanced (67.6%)	Imbalance
`사용끝지하층` is highly imbalanced (67.8%)	Imbalance
`여성종사자수` is highly imbalanced (77.2%)	Imbalance
`남성종사자수` is highly imbalanced (64.3%)	Imbalance
`다중이용업소여부` is highly imbalanced (98.7%)	Imbalance
`인허가취소일자` has 1966 (100.0%) missing values	Missing
`폐업일자` has 612 (31.1%) missing values	Missing
`휴업시작일자` has 1966 (100.0%) missing values	Missing
`휴업종료일자` has 1966 (100.0%) missing values	Missing
`재개업일자` has 1966 (100.0%) missing values	Missing
`전화번호` has 573 (29.1%) missing values	Missing
`도로명주소` has 829 (42.2%) missing values	Missing
`도로명우편번호` has 839 (42.7%) missing values	Missing
`좌표정보(X)` has 596 (30.3%) missing values	Missing
`좌표정보(Y)` has 596 (30.3%) missing values	Missing
`건물지상층수` has 257 (13.1%) missing values	Missing
`건물지하층수` has 257 (13.1%) missing values	Missing
`사용시작지상층` has 257 (13.1%) missing values	Missing
`사용끝지상층` has 257 (13.1%) missing values	Missing
`발한실여부` has 274 (13.9%) missing values	Missing
`좌석수` has 257 (13.1%) missing values	Missing
`조건부허가신고사유` has 1966 (100.0%) missing values	Missing
`조건부허가시작일자` has 1966 (100.0%) missing values	Missing
`조건부허가종료일자` has 1966 (100.0%) missing values	Missing
`침대수` has 257 (13.1%) missing values	Missing
`다중이용업소여부` has 257 (13.1%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`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 219 (11.1%) zeros	Zeros
`건물지상층수` has 1597 (81.2%) zeros	Zeros
`건물지하층수` has 1672 (85.0%) zeros	Zeros
`사용시작지상층` has 988 (50.3%) zeros	Zeros
`사용끝지상층` has 1043 (53.1%) zeros	Zeros
`좌석수` has 422 (21.5%) zeros	Zeros
`침대수` has 1409 (71.7%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:44:43.006960
Analysis finished	2024-05-11 05:44:45.043084
Duration	2.04 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	15.5 KiB

3010000	1966

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3010000
2nd row	3010000
3rd row	3010000
4th row	3010000
5th row	3010000

Common Values

Value	Count	Frequency (%)
3010000	1966	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3010000	1966	100.0%

관리번호
Text

UNIQUE

Distinct	1966
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

Length

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

Characters and Unicode

Total characters	43252
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	1966 ?
Unique (%)	100.0%

Sample

1st row	3010000-204-1911-00395
2nd row	3010000-204-1961-00857
3rd row	3010000-204-1962-00897
4th row	3010000-204-1964-00728
5th row	3010000-204-1964-00775

Value	Count	Frequency (%)
3010000-204-1911-00395	1	0.1%
3010000-212-2009-00018	1	0.1%
3010000-212-2009-00016	1	0.1%
3010000-212-2009-00015	1	0.1%
3010000-212-2009-00014	1	0.1%
3010000-212-2009-00013	1	0.1%
3010000-212-2009-00012	1	0.1%
3010000-212-2009-00011	1	0.1%
3010000-212-2009-00010	1	0.1%
3010000-212-2009-00009	1	0.1%
Other values (1956)	1956	99.5%

Most occurring characters

Value	Count	Frequency (%)
0	18706	43.2%
-	5898	13.6%
1	5894	13.6%
2	4569	10.6%
3	2752	6.4%
4	1468	3.4%
9	1443	3.3%
8	765	1.8%
5	687	1.6%
7	556	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37354	86.4%
Dash Punctuation	5898	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18706	50.1%
1	5894	15.8%
2	4569	12.2%
3	2752	7.4%
4	1468	3.9%
9	1443	3.9%
8	765	2.0%
5	687	1.8%
7	556	1.5%
6	514	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	5898	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	43252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18706	43.2%
-	5898	13.6%
1	5894	13.6%
2	4569	10.6%
3	2752	6.4%
4	1468	3.4%
9	1443	3.3%
8	765	1.8%
5	687	1.6%
7	556	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18706	43.2%
-	5898	13.6%
1	5894	13.6%
2	4569	10.6%
3	2752	6.4%
4	1468	3.4%
9	1443	3.3%
8	765	1.8%
5	687	1.6%
7	556	1.3%

인허가일자
Date

Distinct	1598
Distinct (%)	81.3%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

Minimum	1911-11-11 00:00:00
Maximum	2024-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1966
Missing (%)	100.0%
Memory size	17.4 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

3	1354
1	612

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	1354	68.9%
1	612	31.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1354	68.9%
1	612	31.1%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

폐업	1354
영업/정상	612

Length

Max length	5
Median length	2
Mean length	2.9338759
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	1354	68.9%
영업/정상	612	31.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1354	68.9%
영업/정상	612	31.1%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

2	1354
1	612

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	1354	68.9%
1	612	31.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1354	68.9%
1	612	31.1%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

폐업	1354
영업	612

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	1354	68.9%
영업	612	31.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1354	68.9%
영업	612	31.1%

폐업일자
Date

MISSING

Distinct	1081
Distinct (%)	79.8%
Missing	612
Missing (%)	31.1%
Memory size	15.5 KiB

Minimum	1992-04-09 00:00:00
Maximum	2024-04-24 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1966
Missing (%)	100.0%
Memory size	17.4 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1966
Missing (%)	100.0%
Memory size	17.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1966
Missing (%)	100.0%
Memory size	17.4 KiB

전화번호
Text

MISSING

Distinct	1194
Distinct (%)	85.7%
Missing	573
Missing (%)	29.1%
Memory size	15.5 KiB

Length

Max length	12
Median length	10
Mean length	10.400574
Min length	1

Characters and Unicode

Total characters	14488
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	1115 ?
Unique (%)	80.0%

Sample

1st row	0200000000
2nd row	02 00000
3rd row	0207558626
4th row	0222358680
5th row	02 7763090

Value	Count	Frequency (%)
02	777	33.1%
0200000000	51	2.2%
00000	42	1.8%
318	23	1.0%
070	16	0.7%
752	13	0.6%
777	12	0.5%
0	11	0.5%
776	9	0.4%
773	8	0.3%
Other values (1229)	1386	59.0%

Most occurring characters

Value	Count	Frequency (%)
2	3185	22.0%
0	2839	19.6%
7	1423	9.8%
	1404	9.7%
3	1269	8.8%
5	934	6.4%
6	796	5.5%
8	772	5.3%
1	738	5.1%
9	567	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13084	90.3%
Space Separator	1404	9.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	3185	24.3%
0	2839	21.7%
7	1423	10.9%
3	1269	9.7%
5	934	7.1%
6	796	6.1%
8	772	5.9%
1	738	5.6%
9	567	4.3%
4	561	4.3%

Space Separator

Value	Count	Frequency (%)
	1404	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14488	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	3185	22.0%
0	2839	19.6%
7	1423	9.8%
	1404	9.7%
3	1269	8.8%
5	934	6.4%
6	796	5.5%
8	772	5.3%
1	738	5.1%
9	567	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14488	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	3185	22.0%
0	2839	19.6%
7	1423	9.8%
	1404	9.7%
3	1269	8.8%
5	934	6.4%
6	796	5.5%
8	772	5.3%
1	738	5.1%
9	567	3.9%

소재지면적
Real number (ℝ)

ZEROS

Distinct	950
Distinct (%)	48.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.044507

Minimum	0
Maximum	664.78
Zeros	219
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	17.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19
median	33
Q3	68.1125
95-th percentile	188.24
Maximum	664.78
Range	664.78
Interquartile range (IQR)	49.1125

Descriptive statistics

Standard deviation	67.416599
Coefficient of variation (CV)	1.2029118
Kurtosis	13.837983
Mean	56.044507
Median Absolute Deviation (MAD)	19
Skewness	3.0645135
Sum	110183.5
Variance	4544.9978
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	219	11.1%
33.0	71	3.6%
16.5	36	1.8%
23.1	30	1.5%
66.0	28	1.4%
49.5	27	1.4%
20.0	26	1.3%
19.8	25	1.3%
26.4	23	1.2%
13.2	18	0.9%
Other values (940)	1463	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	219	11.1%
3.0	1	0.1%
3.22	1	0.1%
3.3	5	0.3%
3.83	1	0.1%
3.84	4	0.2%
3.88	1	0.1%
4.64	1	0.1%
5.22	1	0.1%
6.0	1	0.1%

Value	Count	Frequency (%)
664.78	1	0.1%
545.45	1	0.1%
537.0	2	0.1%
498.35	1	0.1%
495.87	1	0.1%
462.0	1	0.1%
457.71	1	0.1%
450.0	1	0.1%
429.0	1	0.1%
413.6	1	0.1%

소재지우편번호
Text

Distinct	216
Distinct (%)	11.0%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

Length

Max length	7
Median length	6
Mean length	6.0859613
Min length	6

Characters and Unicode

Total characters	11965
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	52 ?
Unique (%)	2.6%

Sample

1st row	100440
2nd row	100450
3rd row	100051
4th row	100-450
5th row	100011

Value	Count	Frequency (%)
100450	281	14.3%
100011	79	4.0%
100810	61	3.1%
100861	58	3.0%
100022	56	2.8%
100440	54	2.7%
100851	45	2.3%
100819	44	2.2%
100070	37	1.9%
100012	32	1.6%
Other values (206)	1219	62.0%

Most occurring characters

Value	Count	Frequency (%)
0	5221	43.6%
1	2810	23.5%
8	970	8.1%
4	689	5.8%
5	539	4.5%
2	532	4.4%
9	301	2.5%
3	272	2.3%
6	256	2.1%
7	206	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11796	98.6%
Dash Punctuation	169	1.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5221	44.3%
1	2810	23.8%
8	970	8.2%
4	689	5.8%
5	539	4.6%
2	532	4.5%
9	301	2.6%
3	272	2.3%
6	256	2.2%
7	206	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	169	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11965	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5221	43.6%
1	2810	23.5%
8	970	8.1%
4	689	5.8%
5	539	4.5%
2	532	4.4%
9	301	2.5%
3	272	2.3%
6	256	2.1%
7	206	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11965	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5221	43.6%
1	2810	23.5%
8	970	8.1%
4	689	5.8%
5	539	4.5%
2	532	4.4%
9	301	2.5%
3	272	2.3%
6	256	2.1%
7	206	1.7%

지번주소
Text

Distinct	1733
Distinct (%)	88.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

Length

Max length	56
Median length	48
Mean length	24.658698
Min length	14

Characters and Unicode

Total characters	48479
Distinct characters	303
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	1548 ?
Unique (%)	78.7%

Sample

1st row	서울특별시 중구 황학동 1560-0번지
2nd row	서울특별시 중구 신당동 347-0번지
3rd row	서울특별시 중구 회현동1가 7625-0번지
4th row	서울특별시 중구 신당동 432-520
5th row	서울특별시 중구 충무로1가 23-10번지

Value	Count	Frequency (%)
서울특별시	1966	20.9%
중구	1966	20.9%
신당동	620	6.6%
1층	164	1.7%
명동2가	158	1.7%
2층	134	1.4%
3층	122	1.3%
충무로2가	120	1.3%
황학동	105	1.1%
을지로6가	103	1.1%
Other values (1839)	3934	41.9%

Most occurring characters

Value	Count	Frequency (%)
	9061	18.7%
1	2205	4.5%
중	2035	4.2%
서	2011	4.1%
울	1988	4.1%
시	1984	4.1%
별	1967	4.1%
구	1967	4.1%
특	1966	4.1%
2	1914	3.9%
Other values (293)	21381	44.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	27242	56.2%
Decimal Number	10169	21.0%
Space Separator	9061	18.7%
Dash Punctuation	1686	3.5%
Uppercase Letter	81	0.2%
Close Punctuation	78	0.2%
Open Punctuation	78	0.2%
Other Punctuation	47	0.1%
Lowercase Letter	28	0.1%
Math Symbol	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
중	2035	7.5%
서	2011	7.4%
울	1988	7.3%
시	1984	7.3%
별	1967	7.2%
구	1967	7.2%
특	1966	7.2%
지	1813	6.7%
동	1557	5.7%
번	1550	5.7%
Other values (242)	8404	30.8%

Uppercase Letter

Value	Count	Frequency (%)
B	19	23.5%
A	8	9.9%
S	8	9.9%
K	5	6.2%
L	5	6.2%
T	5	6.2%
E	5	6.2%
C	4	4.9%
P	4	4.9%
M	4	4.9%
Other values (10)	14	17.3%

Lowercase Letter

Value	Count	Frequency (%)
e	6	21.4%
a	4	14.3%
c	3	10.7%
n	2	7.1%
m	2	7.1%
p	2	7.1%
r	2	7.1%
t	2	7.1%
b	2	7.1%
l	1	3.6%
Other values (2)	2	7.1%

Decimal Number

Value	Count	Frequency (%)
1	2205	21.7%
2	1914	18.8%
3	1257	12.4%
4	929	9.1%
5	828	8.1%
0	811	8.0%
6	719	7.1%
8	563	5.5%
7	518	5.1%
9	425	4.2%

Other Punctuation

Value	Count	Frequency (%)
,	41	87.2%
@	3	6.4%
.	2	4.3%
?	1	2.1%

Space Separator

Value	Count	Frequency (%)
	9061	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1686	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	78	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	78	100.0%

Math Symbol

Value	Count	Frequency (%)
~	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	27242	56.2%
Common	21128	43.6%
Latin	109	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
중	2035	7.5%
서	2011	7.4%
울	1988	7.3%
시	1984	7.3%
별	1967	7.2%
구	1967	7.2%
특	1966	7.2%
지	1813	6.7%
동	1557	5.7%
번	1550	5.7%
Other values (242)	8404	30.8%

Latin

Value	Count	Frequency (%)
B	19	17.4%
A	8	7.3%
S	8	7.3%
e	6	5.5%
K	5	4.6%
L	5	4.6%
T	5	4.6%
E	5	4.6%
C	4	3.7%
P	4	3.7%
Other values (22)	40	36.7%

Common

Value	Count	Frequency (%)
	9061	42.9%
1	2205	10.4%
2	1914	9.1%
-	1686	8.0%
3	1257	5.9%
4	929	4.4%
5	828	3.9%
0	811	3.8%
6	719	3.4%
8	563	2.7%
Other values (9)	1155	5.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	27242	56.2%
ASCII	21237	43.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9061	42.7%
1	2205	10.4%
2	1914	9.0%
-	1686	7.9%
3	1257	5.9%
4	929	4.4%
5	828	3.9%
0	811	3.8%
6	719	3.4%
8	563	2.7%
Other values (41)	1264	6.0%

Hangul

Value	Count	Frequency (%)
중	2035	7.5%
서	2011	7.4%
울	1988	7.3%
시	1984	7.3%
별	1967	7.2%
구	1967	7.2%
특	1966	7.2%
지	1813	6.7%
동	1557	5.7%
번	1550	5.7%
Other values (242)	8404	30.8%

도로명주소
Text

MISSING

Distinct	1069
Distinct (%)	94.0%
Missing	829
Missing (%)	42.2%
Memory size	15.5 KiB

Length

Max length	61
Median length	54
Mean length	31.914688
Min length	20

Characters and Unicode

Total characters	36287
Distinct characters	308
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	1008 ?
Unique (%)	88.7%

Sample

1st row	서울특별시 중구 동호로11아길 1 (신당동)
2nd row	서울특별시 중구 퇴계로28길 14 (남학동,1층)
3rd row	서울특별시 중구 다동길 21, 3층 (다동)
4th row	서울특별시 중구 난계로13길 26 (황학동)
5th row	서울특별시 중구 명동10길 31-1 (명동2가)

Value	Count	Frequency (%)
서울특별시	1137	15.5%
중구	1137	15.5%
신당동	286	3.9%
1층	210	2.9%
2층	145	2.0%
3층	131	1.8%
퇴계로	102	1.4%
다산로	90	1.2%
명동2가	79	1.1%
을지로6가	71	1.0%
Other values (1174)	3924	53.7%

Most occurring characters

Value	Count	Frequency (%)
	6176	17.0%
1	1501	4.1%
2	1237	3.4%
로	1226	3.4%
동	1211	3.3%
,	1208	3.3%
중	1203	3.3%
서	1196	3.3%
)	1180	3.3%
(	1180	3.3%
Other values (298)	18969	52.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19844	54.7%
Decimal Number	6373	17.6%
Space Separator	6176	17.0%
Other Punctuation	1211	3.3%
Close Punctuation	1180	3.3%
Open Punctuation	1180	3.3%
Dash Punctuation	203	0.6%
Uppercase Letter	88	0.2%
Lowercase Letter	21	0.1%
Math Symbol	11	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	1226	6.2%
동	1211	6.1%
중	1203	6.1%
서	1196	6.0%
시	1169	5.9%
울	1159	5.8%
구	1158	5.8%
별	1138	5.7%
특	1138	5.7%
층	883	4.4%
Other values (249)	8363	42.1%

Uppercase Letter

Value	Count	Frequency (%)
B	30	34.1%
S	8	9.1%
A	8	9.1%
K	4	4.5%
C	4	4.5%
E	4	4.5%
M	4	4.5%
T	4	4.5%
L	4	4.5%
I	3	3.4%
Other values (10)	15	17.0%

Lowercase Letter

Value	Count	Frequency (%)
e	5	23.8%
c	3	14.3%
a	2	9.5%
t	2	9.5%
n	2	9.5%
r	2	9.5%
k	1	4.8%
l	1	4.8%
p	1	4.8%
m	1	4.8%

Decimal Number

Value	Count	Frequency (%)
1	1501	23.6%
2	1237	19.4%
3	753	11.8%
4	608	9.5%
0	597	9.4%
6	413	6.5%
5	366	5.7%
8	366	5.7%
7	326	5.1%
9	206	3.2%

Other Punctuation

Value	Count	Frequency (%)
,	1208	99.8%
.	2	0.2%
@	1	0.1%

Space Separator

Value	Count	Frequency (%)
	6176	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1180	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1180	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	203	100.0%

Math Symbol

Value	Count	Frequency (%)
~	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19844	54.7%
Common	16334	45.0%
Latin	109	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	1226	6.2%
동	1211	6.1%
중	1203	6.1%
서	1196	6.0%
시	1169	5.9%
울	1159	5.8%
구	1158	5.8%
별	1138	5.7%
특	1138	5.7%
층	883	4.4%
Other values (249)	8363	42.1%

Latin

Value	Count	Frequency (%)
B	30	27.5%
S	8	7.3%
A	8	7.3%
e	5	4.6%
K	4	3.7%
C	4	3.7%
E	4	3.7%
M	4	3.7%
T	4	3.7%
L	4	3.7%
Other values (21)	34	31.2%

Common

Value	Count	Frequency (%)
	6176	37.8%
1	1501	9.2%
2	1237	7.6%
,	1208	7.4%
)	1180	7.2%
(	1180	7.2%
3	753	4.6%
4	608	3.7%
0	597	3.7%
6	413	2.5%
Other values (8)	1481	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19844	54.7%
ASCII	16443	45.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6176	37.6%
1	1501	9.1%
2	1237	7.5%
,	1208	7.3%
)	1180	7.2%
(	1180	7.2%
3	753	4.6%
4	608	3.7%
0	597	3.6%
6	413	2.5%
Other values (39)	1590	9.7%

Hangul

Value	Count	Frequency (%)
로	1226	6.2%
동	1211	6.1%
중	1203	6.1%
서	1196	6.0%
시	1169	5.9%
울	1159	5.8%
구	1158	5.8%
별	1138	5.7%
특	1138	5.7%
층	883	4.4%
Other values (249)	8363	42.1%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	117
Distinct (%)	10.4%
Missing	839
Missing (%)	42.7%
Infinite	0
Infinite (%)	0.0%
Mean	4565.6584

Minimum	4500
Maximum	4637
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.4 KiB

Quantile statistics

Minimum	4500
5-th percentile	4515
Q1	4536
median	4564
Q3	4594
95-th percentile	4629
Maximum	4637
Range	137
Interquartile range (IQR)	58

Descriptive statistics

Standard deviation	34.9596
Coefficient of variation (CV)	0.0076570774
Kurtosis	-0.95944799
Mean	4565.6584
Median Absolute Deviation (MAD)	28
Skewness	0.20873265
Sum	5145497
Variance	1222.1736
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4536	121	6.2%
4537	65	3.3%
4564	39	2.0%
4595	32	1.6%
4561	30	1.5%
4631	29	1.5%
4534	29	1.5%
4563	29	1.5%
4526	27	1.4%
4590	26	1.3%
Other values (107)	700	35.6%
(Missing)	839	42.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4500	4	0.2%
4501	4	0.2%
4502	7	0.4%
4503	5	0.3%
4504	4	0.2%
4505	4	0.2%
4506	6	0.3%
4507	7	0.4%
4508	1	0.1%
4509	6	0.3%

Value	Count	Frequency (%)
4637	7	0.4%
4635	1	0.1%
4634	6	0.3%
4633	4	0.2%
4632	4	0.2%
4631	29	1.5%
4630	3	0.2%
4629	17	0.9%
4627	3	0.2%
4625	4	0.2%

사업장명
Text

Distinct	1734
Distinct (%)	88.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

Length

Max length	37
Median length	27
Mean length	5.9069176
Min length	1

Characters and Unicode

Total characters	11613
Distinct characters	611
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	1558 ?
Unique (%)	79.2%

Sample

1st row	신영
2nd row	헤어라인
3rd row	궁원
4th row	명진
5th row	나경테크닉스

Value	Count	Frequency (%)
헤어	30	1.2%
미용실	24	1.0%
에스테틱	22	0.9%
네일	20	0.8%
hair	19	0.8%
nail	14	0.6%
명동점	11	0.4%
더	10	0.4%
이철헤어커커	9	0.4%
리안헤어	9	0.4%
Other values (1890)	2304	93.2%

Most occurring characters

Value	Count	Frequency (%)
어	583	5.0%
헤	548	4.7%
	507	4.4%
미	357	3.1%
스	327	2.8%
실	255	2.2%
용	250	2.2%
리	233	2.0%
이	209	1.8%
아	156	1.3%
Other values (601)	8188	70.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9359	80.6%
Uppercase Letter	644	5.5%
Lowercase Letter	639	5.5%
Space Separator	507	4.4%
Open Punctuation	151	1.3%
Close Punctuation	151	1.3%
Decimal Number	76	0.7%
Other Punctuation	75	0.6%
Dash Punctuation	8	0.1%
Math Symbol	1	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	583	6.2%
헤	548	5.9%
미	357	3.8%
스	327	3.5%
실	255	2.7%
용	250	2.7%
리	233	2.5%
이	209	2.2%
아	156	1.7%
라	147	1.6%
Other values (528)	6294	67.3%

Uppercase Letter

Value	Count	Frequency (%)
A	66	10.2%
S	51	7.9%
I	44	6.8%
N	43	6.7%
O	42	6.5%
E	38	5.9%
L	34	5.3%
R	32	5.0%
T	31	4.8%
H	28	4.3%
Other values (15)	235	36.5%

Lowercase Letter

Value	Count	Frequency (%)
a	79	12.4%
e	72	11.3%
i	69	10.8%
n	65	10.2%
o	54	8.5%
r	40	6.3%
l	40	6.3%
s	37	5.8%
t	31	4.9%
h	28	4.4%
Other values (13)	124	19.4%

Decimal Number

Value	Count	Frequency (%)
2	18	23.7%
0	13	17.1%
1	11	14.5%
3	9	11.8%
4	7	9.2%
7	5	6.6%
9	4	5.3%
8	4	5.3%
5	3	3.9%
6	2	2.6%

Other Punctuation

Value	Count	Frequency (%)
&	23	30.7%
.	20	26.7%
?	15	20.0%
'	6	8.0%
#	5	6.7%
,	2	2.7%
:	2	2.7%
;	2	2.7%

Space Separator

Value	Count	Frequency (%)
	507	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	151	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	151	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9356	80.6%
Latin	1283	11.0%
Common	971	8.4%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	583	6.2%
헤	548	5.9%
미	357	3.8%
스	327	3.5%
실	255	2.7%
용	250	2.7%
리	233	2.5%
이	209	2.2%
아	156	1.7%
라	147	1.6%
Other values (526)	6291	67.2%

Latin

Value	Count	Frequency (%)
a	79	6.2%
e	72	5.6%
i	69	5.4%
A	66	5.1%
n	65	5.1%
o	54	4.2%
S	51	4.0%
I	44	3.4%
N	43	3.4%
O	42	3.3%
Other values (38)	698	54.4%

Common

Value	Count	Frequency (%)
	507	52.2%
(	151	15.6%
)	151	15.6%
&	23	2.4%
.	20	2.1%
2	18	1.9%
?	15	1.5%
0	13	1.3%
1	11	1.1%
3	9	0.9%
Other values (15)	53	5.5%

Han

Value	Count	Frequency (%)
美	2	66.7%
周	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9354	80.5%
ASCII	2254	19.4%
CJK	3	< 0.1%
Compat Jamo	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	583	6.2%
헤	548	5.9%
미	357	3.8%
스	327	3.5%
실	255	2.7%
용	250	2.7%
리	233	2.5%
이	209	2.2%
아	156	1.7%
라	147	1.6%
Other values (524)	6289	67.2%

ASCII

Value	Count	Frequency (%)
	507	22.5%
(	151	6.7%
)	151	6.7%
a	79	3.5%
e	72	3.2%
i	69	3.1%
A	66	2.9%
n	65	2.9%
o	54	2.4%
S	51	2.3%
Other values (63)	989	43.9%

CJK

Value	Count	Frequency (%)
美	2	66.7%
周	1	33.3%

Compat Jamo

Value	Count	Frequency (%)
ㅁ	1	50.0%
ㅎ	1	50.0%

최종수정일자
Date

Distinct	1459
Distinct (%)	74.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

Minimum	1999-01-09 00:00:00
Maximum	2024-05-09 13:30:08

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

I	1588
U	372
D	6

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	U
5th row	I

Common Values

Value	Count	Frequency (%)
I	1588	80.8%
U	372	18.9%
D	6	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1588	80.8%
u	372	18.9%
d	6	0.3%

데이터갱신일자
Date

Distinct	479
Distinct (%)	24.4%
Missing	0
Missing (%)	0.0%
Memory size	15.5 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

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

일반미용업	1387
피부미용업	373
네일아트업	168
메이크업업	22
기타	16

Length

Max length	5
Median length	5
Mean length	4.9755849
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반미용업	1387	70.5%
피부미용업	373	19.0%
네일아트업	168	8.5%
메이크업업	22	1.1%
기타	16	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	1387	70.5%
피부미용업	373	19.0%
네일아트업	168	8.5%
메이크업업	22	1.1%
기타	16	0.8%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	768
Distinct (%)	56.1%
Missing	596
Missing (%)	30.3%
Infinite	0
Infinite (%)	0.0%
Mean	199695.29

Minimum	196629.53
Maximum	202215.56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.4 KiB

Quantile statistics

Minimum	196629.53
5-th percentile	197215.47
Q1	198497.41
median	199756.12
Q3	201023.83
95-th percentile	201798.06
Maximum	202215.56
Range	5586.0345
Interquartile range (IQR)	2526.4174

Descriptive statistics

Standard deviation	1483.5043
Coefficient of variation (CV)	0.0074288398
Kurtosis	-1.3408467
Mean	199695.29
Median Absolute Deviation (MAD)	1260.1156
Skewness	-0.11346071
Sum	2.7358255 × 10⁸
Variance	2200785
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200750.455125653	36	1.8%
201823.908977364	24	1.2%
200664.582936542	19	1.0%
198259.65357739	14	0.7%
200573.641273539	13	0.7%
200613.510297669	13	0.7%
196864.942838297	11	0.6%
198495.752148427	10	0.5%
201442.039019479	8	0.4%
198847.421844455	7	0.4%
Other values (758)	1215	61.8%
(Missing)	596	30.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
196629.529289096	1	0.1%
196651.474616736	1	0.1%
196697.116895888	1	0.1%
196700.055871163	2	0.1%
196708.30647209	1	0.1%
196711.099340642	1	0.1%
196713.052052044	1	0.1%
196722.521964636	1	0.1%
196743.056161634	1	0.1%
196746.506418769	2	0.1%

Value	Count	Frequency (%)
202215.563754519	1	0.1%
202128.136971071	1	0.1%
202069.665572698	1	0.1%
202013.322106429	1	0.1%
201993.227929317	1	0.1%
201992.413564529	1	0.1%
201983.407147251	2	0.1%
201978.359014791	2	0.1%
201965.260934935	1	0.1%
201958.204672457	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	768
Distinct (%)	56.1%
Missing	596
Missing (%)	30.3%
Infinite	0
Infinite (%)	0.0%
Mean	451053.57

Minimum	449638.82
Maximum	452076.82
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.4 KiB

Quantile statistics

Minimum	449638.82
5-th percentile	450055.51
Q1	450817.95
median	451099.88
Q3	451387.12
95-th percentile	451781.87
Maximum	452076.82
Range	2437.9944
Interquartile range (IQR)	569.17008

Descriptive statistics

Standard deviation	513.80548
Coefficient of variation (CV)	0.001139123
Kurtosis	0.51584131
Mean	451053.57
Median Absolute Deviation (MAD)	284.54768
Skewness	-0.73153348
Sum	6.1794339 × 10⁸
Variance	263996.07
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
449638.824308081	36	1.8%
452076.818664092	24	1.2%
451781.8683954	19	1.0%
451392.198218657	14	0.7%
451621.036467544	13	0.7%
451817.515366883	13	0.7%
450649.69804319	11	0.6%
451241.680693735	10	0.5%
451619.845549151	8	0.4%
451049.288478768	7	0.4%
Other values (758)	1215	61.8%
(Missing)	596	30.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
449638.824308081	36	1.8%
449670.613249189	1	0.1%
449687.143213423	3	0.2%
449703.239755874	1	0.1%
449714.824280955	1	0.1%
449738.991311072	1	0.1%
449777.515840267	2	0.1%
449797.113764066	1	0.1%
449809.744684888	1	0.1%
449939.260432874	2	0.1%

Value	Count	Frequency (%)
452076.818664092	24	1.2%
452009.399759421	1	0.1%
452005.950500534	2	0.1%
451892.262353485	1	0.1%
451880.176539918	1	0.1%
451875.379111464	1	0.1%
451874.637536958	2	0.1%
451854.430056257	1	0.1%
451851.573474084	1	0.1%
451843.187476545	1	0.1%

위생업태명
Categorical

Distinct	16
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

미용업	820
일반미용업	384
피부미용업	261
<NA>	257
종합미용업	115
Other values (11)	129

Length

Max length	23
Median length	16
Mean length	4.4440488
Min length	3

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
미용업	820	41.7%
일반미용업	384	19.5%
피부미용업	261	13.3%
<NA>	257	13.1%
종합미용업	115	5.8%
네일미용업	54	2.7%
일반미용업, 네일미용업, 화장ㆍ분장 미용업	16	0.8%
피부미용업, 네일미용업	14	0.7%
일반미용업, 네일미용업	12	0.6%
화장ㆍ분장 미용업	9	0.5%
Other values (6)	24	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	867	41.3%
일반미용업	423	20.1%
피부미용업	284	13.5%
na	257	12.2%
종합미용업	115	5.5%
네일미용업	108	5.1%
화장ㆍ분장	47	2.2%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	0.7%
Missing	257
Missing (%)	13.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.23756583

Minimum	0
Maximum	17
Zeros	1597
Zeros (%)	81.2%
Negative	0
Negative (%)	0.0%
Memory size	17.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1171298
Coefficient of variation (CV)	4.7024012
Kurtosis	68.396323
Mean	0.23756583
Median Absolute Deviation (MAD)	0
Skewness	7.0373905
Sum	406
Variance	1.2479791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	1597	81.2%
2	23	1.2%
3	22	1.1%
5	20	1.0%
1	19	1.0%
4	14	0.7%
6	8	0.4%
10	2	0.1%
15	1	0.1%
12	1	0.1%
Other values (2)	2	0.1%
(Missing)	257	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1597	81.2%
1	19	1.0%
2	23	1.2%
3	22	1.1%
4	14	0.7%
5	20	1.0%
6	8	0.4%
7	1	0.1%
10	2	0.1%
12	1	0.1%

Value	Count	Frequency (%)
17	1	0.1%
15	1	0.1%
12	1	0.1%
10	2	0.1%
7	1	0.1%
6	8	0.4%
5	20	1.0%
4	14	0.7%
3	22	1.1%
2	23	1.2%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.4%
Missing	257
Missing (%)	13.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.042715038

Minimum	0
Maximum	13
Zeros	1672
Zeros (%)	85.0%
Negative	0
Negative (%)	0.0%
Memory size	17.4 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.43947608
Coefficient of variation (CV)	10.288557
Kurtosis	495.79034
Mean	0.042715038
Median Absolute Deviation (MAD)	0
Skewness	19.602805
Sum	73
Variance	0.19313923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	1672	85.0%
1	26	1.3%
2	4	0.2%
4	4	0.2%
13	1	0.1%
7	1	0.1%
3	1	0.1%
(Missing)	257	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1672	85.0%
1	26	1.3%
2	4	0.2%
3	1	0.1%
4	4	0.2%
7	1	0.1%
13	1	0.1%

Value	Count	Frequency (%)
13	1	0.1%
7	1	0.1%
4	4	0.2%
3	1	0.1%
2	4	0.2%
1	26	1.3%
0	1672	85.0%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.0%
Missing	257
Missing (%)	13.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.2428321

Minimum	0
Maximum	17
Zeros	988
Zeros (%)	50.3%
Negative	0
Negative (%)	0.0%
Memory size	17.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	17
Range	17
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1785392
Coefficient of variation (CV)	1.752883
Kurtosis	9.986784
Mean	1.2428321
Median Absolute Deviation (MAD)	0
Skewness	2.786496
Sum	2124
Variance	4.7460332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	988	50.3%
1	240	12.2%
2	163	8.3%
3	128	6.5%
4	70	3.6%
5	43	2.2%
7	16	0.8%
6	16	0.8%
9	12	0.6%
10	8	0.4%
Other values (7)	25	1.3%
(Missing)	257	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	988	50.3%
1	240	12.2%
2	163	8.3%
3	128	6.5%
4	70	3.6%
5	43	2.2%
6	16	0.8%
7	16	0.8%
8	8	0.4%
9	12	0.6%

Value	Count	Frequency (%)
17	1	0.1%
15	1	0.1%
14	3	0.2%
13	5	0.3%
12	3	0.2%
11	4	0.2%
10	8	0.4%
9	12	0.6%
8	8	0.4%
7	16	0.8%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	18
Distinct (%)	1.1%
Missing	257
Missing (%)	13.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.1977765

Minimum	0
Maximum	26
Zeros	1043
Zeros (%)	53.1%
Negative	0
Negative (%)	0.0%
Memory size	17.4 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	2.2573263
Coefficient of variation (CV)	1.8845973
Kurtosis	16.953305
Mean	1.1977765
Median Absolute Deviation (MAD)	0
Skewness	3.3079244
Sum	2047
Variance	5.095522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	1043	53.1%
1	214	10.9%
2	146	7.4%
3	114	5.8%
4	73	3.7%
5	41	2.1%
6	17	0.9%
7	16	0.8%
9	11	0.6%
10	8	0.4%
Other values (8)	26	1.3%
(Missing)	257	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1043	53.1%
1	214	10.9%
2	146	7.4%
3	114	5.8%
4	73	3.7%
5	41	2.1%
6	17	0.9%
7	16	0.8%
8	8	0.4%
9	11	0.6%

Value	Count	Frequency (%)
26	1	0.1%
17	1	0.1%
15	1	0.1%
14	3	0.2%
13	5	0.3%
12	3	0.2%
11	4	0.2%
10	8	0.4%
9	11	0.6%
8	8	0.4%

사용시작지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0	1632
<NA>	257
1	56
2	13
3	5

Length

Max length	4
Median length	1
Mean length	1.3921668
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1632	83.0%
<NA>	257	13.1%
1	56	2.8%
2	13	0.7%
3	5	0.3%
4	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1632	83.0%
na	257	13.1%
1	56	2.8%
2	13	0.7%
3	5	0.3%
4	3	0.2%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0	1633
<NA>	257
1	56
2	12
3	5

Length

Max length	4
Median length	1
Mean length	1.3921668
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1633	83.1%
<NA>	257	13.1%
1	56	2.8%
2	12	0.6%
3	5	0.3%
4	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1633	83.1%
na	257	13.1%
1	56	2.8%
2	12	0.6%
3	5	0.3%
4	3	0.2%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0	1709
<NA>	257

Length

Max length	4
Median length	1
Mean length	1.3921668
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1709	86.9%
<NA>	257	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1709	86.9%
na	257	13.1%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0	1709
<NA>	257

Length

Max length	4
Median length	1
Mean length	1.3921668
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1709	86.9%
<NA>	257	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1709	86.9%
na	257	13.1%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0	1709
<NA>	257

Length

Max length	4
Median length	1
Mean length	1.3921668
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1709	86.9%
<NA>	257	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1709	86.9%
na	257	13.1%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.1%
Missing	274
Missing (%)	13.9%
Memory size	4.0 KiB

False	1692
(Missing)	274

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1692	86.1%
(Missing)	274	13.9%

좌석수
Real number (ℝ)

MISSING ZEROS

Distinct	31
Distinct (%)	1.8%
Missing	257
Missing (%)	13.1%
Infinite	0
Infinite (%)	0.0%
Mean	3.8063195

Minimum	0
Maximum	52
Zeros	422
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	17.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	10
Maximum	52
Range	52
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.1748166
Coefficient of variation (CV)	1.0968119
Kurtosis	27.096874
Mean	3.8063195
Median Absolute Deviation (MAD)	2
Skewness	3.6415774
Sum	6505
Variance	17.429094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	422	21.5%
3	342	17.4%
4	244	12.4%
2	179	9.1%
5	133	6.8%
6	118	6.0%
8	71	3.6%
10	37	1.9%
7	35	1.8%
1	24	1.2%
Other values (21)	104	5.3%
(Missing)	257	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	422	21.5%
1	24	1.2%
2	179	9.1%
3	342	17.4%
4	244	12.4%
5	133	6.8%
6	118	6.0%
7	35	1.8%
8	71	3.6%
9	20	1.0%

Value	Count	Frequency (%)
52	1	0.1%
50	1	0.1%
40	1	0.1%
33	1	0.1%
30	1	0.1%
29	1	0.1%
26	1	0.1%
25	1	0.1%
23	2	0.1%
22	1	0.1%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1966
Missing (%)	100.0%
Memory size	17.4 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1966
Missing (%)	100.0%
Memory size	17.4 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1966
Missing (%)	100.0%
Memory size	17.4 KiB

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

<NA>	1430
임대	531
자가	5

Length

Max length	4
Median length	4
Mean length	3.4547304
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>	1430	72.7%
임대	531	27.0%
자가	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1430	72.7%
임대	531	27.0%
자가	5	0.3%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0	1709
<NA>	257

Length

Max length	4
Median length	1
Mean length	1.3921668
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1709	86.9%
<NA>	257	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1709	86.9%
na	257	13.1%

여성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0	1704
<NA>	257
2	2
16	1
3	1

Length

Max length	4
Median length	1
Mean length	1.3926755
Min length	1

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1704	86.7%
<NA>	257	13.1%
2	2	0.1%
16	1	0.1%
3	1	0.1%
1	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1704	86.7%
na	257	13.1%
2	2	0.1%
16	1	0.1%
3	1	0.1%
1	1	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0	1708
<NA>	257
2	1

Length

Max length	4
Median length	1
Mean length	1.3921668
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1708	86.9%
<NA>	257	13.1%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1708	86.9%
na	257	13.1%
2	1	0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0	1709
<NA>	257

Length

Max length	4
Median length	1
Mean length	1.3921668
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1709	86.9%
<NA>	257	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1709	86.9%
na	257	13.1%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	22
Distinct (%)	1.3%
Missing	257
Missing (%)	13.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.97132826

Minimum	0
Maximum	32
Zeros	1409
Zeros (%)	71.7%
Negative	0
Negative (%)	0.0%
Memory size	17.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7
Maximum	32
Range	32
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.7776284
Coefficient of variation (CV)	2.8596187
Kurtosis	25.186543
Mean	0.97132826
Median Absolute Deviation (MAD)	0
Skewness	4.2390616
Sum	1660
Variance	7.7152196
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	1409	71.7%
2	52	2.6%
5	35	1.8%
3	33	1.7%
1	31	1.6%
4	28	1.4%
6	27	1.4%
8	22	1.1%
7	20	1.0%
9	14	0.7%
Other values (12)	38	1.9%
(Missing)	257	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1409	71.7%
1	31	1.6%
2	52	2.6%
3	33	1.7%
4	28	1.4%
5	35	1.8%
6	27	1.4%
7	20	1.0%
8	22	1.1%
9	14	0.7%

Value	Count	Frequency (%)
32	1	0.1%
29	1	0.1%
21	1	0.1%
20	1	0.1%
18	2	0.1%
17	3	0.2%
16	1	0.1%
14	7	0.4%
13	2	0.1%
12	7	0.4%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	257
Missing (%)	13.1%
Memory size	4.0 KiB

False	1707
True	2
(Missing)	257

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1707	86.8%
True	2	0.1%
(Missing)	257	13.1%

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	3010000	3010000-204-1911-00395	19111111	<NA>	3	폐업	2	폐업	19940623	<NA>	<NA>	<NA>	0200000000	0.0	100440	서울특별시 중구 황학동 1560-0번지	<NA>	<NA>	신영	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
1	3010000	3010000-204-1961-00857	19610817	<NA>	3	폐업	2	폐업	19980623	<NA>	<NA>	<NA>	02 00000	11.02	100450	서울특별시 중구 신당동 347-0번지	<NA>	<NA>	헤어라인	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
2	3010000	3010000-204-1962-00897	19620823	<NA>	3	폐업	2	폐업	19971103	<NA>	<NA>	<NA>	0207558626	27.75	100051	서울특별시 중구 회현동1가 7625-0번지	<NA>	<NA>	궁원	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	0	0	0	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
3	3010000	3010000-204-1964-00728	1964-02-12	<NA>	3	폐업	2	폐업	2023-01-02	<NA>	<NA>	<NA>	0222358680	12.24	100-450	서울특별시 중구 신당동 432-520	서울특별시 중구 동호로11아길 1 (신당동)	4602	명진	2023-01-02 09:45:58	U	2022-12-04 22:06:00.0	일반미용업	200451.432529	449959.754292	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3010000	3010000-204-1964-00775	19640423	<NA>	3	폐업	2	폐업	19951117	<NA>	<NA>	<NA>	02 7763090	210.7	100011	서울특별시 중구 충무로1가 23-10번지	<NA>	<NA>	나경테크닉스	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	0	0	0	0	0	0	N	23	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
5	3010000	3010000-204-1964-00965	19640825	<NA>	3	폐업	2	폐업	19981202	<NA>	<NA>	<NA>	02 7537404	20.81	100060	서울특별시 중구 남창동 48-2번지	<NA>	<NA>	금수	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	0	0	0	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
6	3010000	3010000-204-1965-00758	19651111	<NA>	3	폐업	2	폐업	19980904	<NA>	<NA>	<NA>	02 2388355	0.0	100440	서울특별시 중구 황학동 1763-0번지	<NA>	<NA>	진성	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
7	3010000	3010000-204-1967-00743	19670125	<NA>	3	폐업	2	폐업	19941013	<NA>	<NA>	<NA>	0202740932	13.2	100271	서울특별시 중구 필동1가 23-11번지	<NA>	<NA>	세진	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	0	0	0	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
8	3010000	3010000-204-1967-00899	19670516	<NA>	3	폐업	2	폐업	19951106	<NA>	<NA>	<NA>	02 2654074	32.4	100330	서울특별시 중구 주교동 154-0번지	<NA>	<NA>	평양	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	0	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
9	3010000	3010000-204-1968-00710	19681211	<NA>	3	폐업	2	폐업	20010630	<NA>	<NA>	<NA>	0200000000	0.0	100091	서울특별시 중구 남대문로1가 14-0번지	<NA>	<NA>	조흥은행구내	2001-07-05 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	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
1956	3010000	3010000-225-2021-00002	20210602	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	27.0	100834	서울특별시 중구 신당동 377-35	서울특별시 중구 다산로19길 23, 1층 (신당동)	4607	써니살롱(sunny salon)	2021-06-02 17:58:17	I	2021-06-04 00:22:55.0	일반미용업	200870.608282	450557.065548	일반미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	0	0	0	0	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
1957	3010000	3010000-225-2023-00001	2023-05-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 22316633	165.0	100-840	서울특별시 중구 신당동 372-430 태권도한국체육관	서울특별시 중구 다산로8길 27, 태권도한국체육관 2층 (신당동)	4596	파란헤어 약수점	2023-05-30 13:28:54	I	2022-12-06 00:01:00.0	일반미용업	200904.437006	450057.34207	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1958	3010000	3010000-225-2023-00002	2023-07-21	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	128.94	100-809	서울특별시 중구 명동2가 31-5	서울특별시 중구 명동10길 38, 3층 (명동2가)	4536	헤어더뷰 명동점	2023-07-21 14:41:18	I	2022-12-06 22:03:00.0	일반미용업	198653.047335	451099.892275	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1959	3010000	3010000-225-2023-00003	2023-08-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	17.97	100-092	서울특별시 중구 남대문로2가 9-9	서울특별시 중구 소공로 지하 102, 55호 (남대문로2가)	4532	프라자 헤어샵	2023-08-01 17:25:32	I	2022-12-08 00:03:00.0	일반미용업	198354.121882	451309.736294	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1960	3010000	3010000-226-2018-00001	20180504	<NA>	3	폐업	2	폐업	20210618	<NA>	<NA>	<NA>	<NA>	15.0	100885	서울특별시 중구 신당동 193-29 1층	서울특별시 중구 다산로 289, 1층 (신당동)	4568	Nail-My.B	2021-06-18 09:19:09	U	2021-06-20 02:40:00.0	네일아트업	201200.506104	451798.681897	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	1	1	0	0	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
1961	3010000	3010000-226-2018-00002	20181207	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	28.6	100041	서울특별시 중구 남산동1가 10-1번지 4층	서울특별시 중구 퇴계로18길 24, 4층 (남산동1가)	4631	에코 에스테틱	2018-12-07 13:57:14	I	2018-12-09 02:20:10.0	피부미용업	198611.501988	450841.621885	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	4	4	0	0	0	0	0	N	6	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
1962	3010000	3010000-226-2019-00001	20190422	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 22508045	537.0	100856	서울특별시 중구 장충동2가 201번지 반얀트리 클럽 앤 스파 서울	서울특별시 중구 장충단로 60, 반얀트리 클럽 앤 스파 서울 3층 (장충동2가)	4605	반얀트리 스파	2019-04-22 14:31:32	I	2019-04-24 02:20:29.0	피부미용업	199977.759937	449777.51584	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	3	3	0	0	0	0	0	N	18	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
1963	3010000	3010000-226-2020-00001	20200520	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 318 4200	19.82	100092	서울특별시 중구 남대문로2가 9-9번지 명동지하쇼핑센터	서울특별시 중구 남대문로 지하 72, 명동지하쇼핑센터 지하1층 마-5호 (남대문로2가)	4535	네일스퀘어	2020-05-20 17:52:39	I	2020-05-22 00:23:19.0	네일아트업	198354.121882	451309.736294	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	0	0	1	1	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
1964	3010000	3010000-226-2023-00001	2023-07-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	17.32	100-420	서울특별시 중구 무학동 74-3	서울특별시 중구 퇴계로74길 8, 1층 (무학동)	4611	요거네일	2023-07-19 13:36:44	I	2022-12-06 22:01:00.0	네일아트업	201232.149725	451387.119876	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1965	3010000	3010000-226-2024-00001	2024-03-06	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	18.0	100-300	서울특별시 중구 초동 33-6	서울특별시 중구 충무로 36, 2층 (초동)	4556	수야디나 네일&래쉬	2024-03-06 11:05:33	I	2023-12-03 00:08:00.0	네일아트업	199318.008333	451326.669333	<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

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation