gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	1466
Missing cells	17266
Missing cells (%)	25.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	578.5 KiB
Average record size in memory	404.1 B

Variable types

Categorical	18
Text	7
DateTime	4
Unsupported	7
Numeric	9
Boolean	2

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),위생업태명,건물지상층수,건물지하층수,사용시작지상층,사용끝지상층,사용시작지하층,사용끝지하층,한실수,양실수,욕실수,발한실여부,좌석수,조건부허가신고사유,조건부허가시작일자,조건부허가종료일자,건물소유구분명,세탁기수,여성종사자수,남성종사자수,회수건조수,침대수,다중이용업소여부
Author	종로구
URL	https://data.seoul.go.kr/dataList/OA-17902/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`데이터갱신구분` is highly imbalanced (53.0%)	Imbalance
`업태구분명` is highly imbalanced (51.8%)	Imbalance
`사용시작지하층` is highly imbalanced (54.0%)	Imbalance
`사용끝지하층` is highly imbalanced (77.2%)	Imbalance
`발한실여부` is highly imbalanced (95.7%)	Imbalance
`건물소유구분명` is highly imbalanced (54.6%)	Imbalance
`여성종사자수` is highly imbalanced (71.8%)	Imbalance
`남성종사자수` is highly imbalanced (65.3%)	Imbalance
`다중이용업소여부` is highly imbalanced (98.3%)	Imbalance
`인허가취소일자` has 1466 (100.0%) missing values	Missing
`폐업일자` has 462 (31.5%) missing values	Missing
`휴업시작일자` has 1466 (100.0%) missing values	Missing
`휴업종료일자` has 1466 (100.0%) missing values	Missing
`재개업일자` has 1466 (100.0%) missing values	Missing
`전화번호` has 352 (24.0%) missing values	Missing
`소재지우편번호` has 24 (1.6%) missing values	Missing
`지번주소` has 24 (1.6%) missing values	Missing
`도로명주소` has 667 (45.5%) missing values	Missing
`도로명우편번호` has 672 (45.8%) missing values	Missing
`좌표정보(X)` has 88 (6.0%) missing values	Missing
`좌표정보(Y)` has 88 (6.0%) missing values	Missing
`건물지상층수` has 558 (38.1%) missing values	Missing
`건물지하층수` has 618 (42.2%) missing values	Missing
`사용시작지상층` has 750 (51.2%) missing values	Missing
`사용끝지상층` has 1092 (74.5%) missing values	Missing
`발한실여부` has 201 (13.7%) missing values	Missing
`좌석수` has 216 (14.7%) missing values	Missing
`조건부허가신고사유` has 1466 (100.0%) missing values	Missing
`조건부허가시작일자` has 1466 (100.0%) missing values	Missing
`조건부허가종료일자` has 1466 (100.0%) missing values	Missing
`침대수` has 1004 (68.5%) missing values	Missing
`다중이용업소여부` has 188 (12.8%) 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
`건물지상층수` has 733 (50.0%) zeros	Zeros
`건물지하층수` has 797 (54.4%) zeros	Zeros
`사용시작지상층` has 397 (27.1%) zeros	Zeros
`사용끝지상층` has 83 (5.7%) zeros	Zeros
`좌석수` has 115 (7.8%) zeros	Zeros
`침대수` has 266 (18.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 13:41:21.792945
Analysis finished	2024-04-06 13:41:22.716010
Duration	0.92 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	11.6 KiB

3000000	1466

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3000000
2nd row	3000000
3rd row	3000000
4th row	3000000
5th row	3000000

Common Values

Value	Count	Frequency (%)
3000000	1466	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3000000	1466	100.0%

관리번호
Text

UNIQUE

Distinct	1466
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

Length

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

Characters and Unicode

Total characters	32252
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	1466 ?
Unique (%)	100.0%

Sample

1st row	3000000-204-1963-00845
2nd row	3000000-204-1963-00862
3rd row	3000000-204-1963-00873
4th row	3000000-204-1963-01105
5th row	3000000-204-1965-00841

Value	Count	Frequency (%)
3000000-204-1963-00845	1	0.1%
3000000-211-2017-00015	1	0.1%
3000000-211-2017-00013	1	0.1%
3000000-211-2017-00012	1	0.1%
3000000-211-2017-00011	1	0.1%
3000000-211-2017-00010	1	0.1%
3000000-211-2017-00009	1	0.1%
3000000-211-2017-00008	1	0.1%
3000000-211-2017-00007	1	0.1%
3000000-211-2017-00006	1	0.1%
Other values (1456)	1456	99.3%

Most occurring characters

Value	Count	Frequency (%)
0	15148	47.0%
-	4398	13.6%
2	3273	10.1%
1	3087	9.6%
3	2102	6.5%
9	1326	4.1%
4	1196	3.7%
8	582	1.8%
5	398	1.2%
7	379	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27854	86.4%
Dash Punctuation	4398	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15148	54.4%
2	3273	11.8%
1	3087	11.1%
3	2102	7.5%
9	1326	4.8%
4	1196	4.3%
8	582	2.1%
5	398	1.4%
7	379	1.4%
6	363	1.3%

Dash Punctuation

Value	Count	Frequency (%)
-	4398	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15148	47.0%
-	4398	13.6%
2	3273	10.1%
1	3087	9.6%
3	2102	6.5%
9	1326	4.1%
4	1196	3.7%
8	582	1.8%
5	398	1.2%
7	379	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15148	47.0%
-	4398	13.6%
2	3273	10.1%
1	3087	9.6%
3	2102	6.5%
9	1326	4.1%
4	1196	3.7%
8	582	1.8%
5	398	1.2%
7	379	1.2%

인허가일자
Date

Distinct	1298
Distinct (%)	88.5%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

Minimum	1963-05-30 00:00:00
Maximum	2024-04-03 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1466
Missing (%)	100.0%
Memory size	13.0 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

3	1004
1	462

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	1004	68.5%
1	462	31.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1004	68.5%
1	462	31.5%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

폐업	1004
영업/정상	462

Length

Max length	5
Median length	2
Mean length	2.9454297
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	1004	68.5%
영업/정상	462	31.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1004	68.5%
영업/정상	462	31.5%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

2	1004
1	462

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	1004	68.5%
1	462	31.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1004	68.5%
1	462	31.5%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

폐업	1004
영업	462

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	1004	68.5%
영업	462	31.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1004	68.5%
영업	462	31.5%

폐업일자
Date

MISSING

Distinct	786
Distinct (%)	78.3%
Missing	462
Missing (%)	31.5%
Memory size	11.6 KiB

Minimum	1991-03-15 00:00:00
Maximum	2024-04-04 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1466
Missing (%)	100.0%
Memory size	13.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1466
Missing (%)	100.0%
Memory size	13.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1466
Missing (%)	100.0%
Memory size	13.0 KiB

전화번호
Text

MISSING

Distinct	996
Distinct (%)	89.4%
Missing	352
Missing (%)	24.0%
Memory size	11.6 KiB

Length

Max length	12
Median length	10
Mean length	10.38061
Min length	2

Characters and Unicode

Total characters	11564
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	918 ?
Unique (%)	82.4%

Sample

1st row	0207628611
2nd row	02 7634850
3rd row	02 7635050
4th row	02 7387574
5th row	0222650948

Value	Count	Frequency (%)
02	915	40.5%
070	17	0.8%
730	16	0.7%
379	15	0.7%
0200000000	13	0.6%
747	13	0.6%
733	13	0.6%
720	12	0.5%
742	11	0.5%
765	11	0.5%
Other values (1036)	1225	54.2%

Most occurring characters

Value	Count	Frequency (%)
0	1936	16.7%
2	1928	16.7%
	1440	12.5%
7	1397	12.1%
3	1112	9.6%
6	848	7.3%
4	699	6.0%
5	668	5.8%
9	569	4.9%
8	486	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10124	87.5%
Space Separator	1440	12.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1936	19.1%
2	1928	19.0%
7	1397	13.8%
3	1112	11.0%
6	848	8.4%
4	699	6.9%
5	668	6.6%
9	569	5.6%
8	486	4.8%
1	481	4.8%

Space Separator

Value	Count	Frequency (%)
	1440	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11564	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1936	16.7%
2	1928	16.7%
	1440	12.5%
7	1397	12.1%
3	1112	9.6%
6	848	7.3%
4	699	6.0%
5	668	5.8%
9	569	4.9%
8	486	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11564	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1936	16.7%
2	1928	16.7%
	1440	12.5%
7	1397	12.1%
3	1112	9.6%
6	848	7.3%
4	699	6.0%
5	668	5.8%
9	569	4.9%
8	486	4.2%

소재지면적
Text

Distinct	884
Distinct (%)	60.3%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

Length

Max length	8
Median length	5
Mean length	4.9877217
Min length	3

Characters and Unicode

Total characters	7312
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	678 ?
Unique (%)	46.2%

Sample

1st row	18.90
2nd row	34.36
3rd row	14.70
4th row	14.12
5th row	36.86

Value	Count	Frequency (%)
00	52	3.5%
21.00	19	1.3%
30.00	16	1.1%
19.80	15	1.0%
20.00	15	1.0%
33.00	15	1.0%
26.40	15	1.0%
18.00	14	1.0%
23.10	14	1.0%
23.00	12	0.8%
Other values (874)	1279	87.2%

Most occurring characters

Value	Count	Frequency (%)
.	1466	20.0%
0	1462	20.0%
1	769	10.5%
2	694	9.5%
3	547	7.5%
6	464	6.3%
4	441	6.0%
5	410	5.6%
8	401	5.5%
7	332	4.5%
Other values (2)	326	4.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5845	79.9%
Other Punctuation	1467	20.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1462	25.0%
1	769	13.2%
2	694	11.9%
3	547	9.4%
6	464	7.9%
4	441	7.5%
5	410	7.0%
8	401	6.9%
7	332	5.7%
9	325	5.6%

Other Punctuation

Value	Count	Frequency (%)
.	1466	99.9%
,	1	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	7312	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1466	20.0%
0	1462	20.0%
1	769	10.5%
2	694	9.5%
3	547	7.5%
6	464	6.3%
4	441	6.0%
5	410	5.6%
8	401	5.5%
7	332	4.5%
Other values (2)	326	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7312	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1466	20.0%
0	1462	20.0%
1	769	10.5%
2	694	9.5%
3	547	7.5%
6	464	6.3%
4	441	6.0%
5	410	5.6%
8	401	5.5%
7	332	4.5%
Other values (2)	326	4.5%

소재지우편번호
Text

MISSING

Distinct	198
Distinct (%)	13.7%
Missing	24
Missing (%)	1.6%
Memory size	11.6 KiB

Length

Max length	7
Median length	6
Mean length	6.0880721
Min length	6

Characters and Unicode

Total characters	8779
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	50 ?
Unique (%)	3.5%

Sample

1st row	110850
2nd row	110855
3rd row	110522
4th row	110044
5th row	110833

Value	Count	Frequency (%)
110522	57	4.0%
110837	40	2.8%
110847	38	2.6%
110840	35	2.4%
110827	31	2.1%
110043	30	2.1%
110862	30	2.1%
110813	30	2.1%
110122	29	2.0%
110121	28	1.9%
Other values (188)	1094	75.9%

Most occurring characters

Value	Count	Frequency (%)
1	3402	38.8%
0	2233	25.4%
8	694	7.9%
2	599	6.8%
4	419	4.8%
3	399	4.5%
5	360	4.1%
6	228	2.6%
7	223	2.5%
-	127	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8652	98.6%
Dash Punctuation	127	1.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3402	39.3%
0	2233	25.8%
8	694	8.0%
2	599	6.9%
4	419	4.8%
3	399	4.6%
5	360	4.2%
6	228	2.6%
7	223	2.6%
9	95	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	127	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8779	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3402	38.8%
0	2233	25.4%
8	694	7.9%
2	599	6.8%
4	419	4.8%
3	399	4.5%
5	360	4.1%
6	228	2.6%
7	223	2.5%
-	127	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8779	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3402	38.8%
0	2233	25.4%
8	694	7.9%
2	599	6.8%
4	419	4.8%
3	399	4.5%
5	360	4.1%
6	228	2.6%
7	223	2.5%
-	127	1.4%

지번주소
Text

MISSING

Distinct	1272
Distinct (%)	88.2%
Missing	24
Missing (%)	1.6%
Memory size	11.6 KiB

Length

Max length	47
Median length	42
Mean length	23.628988
Min length	15

Characters and Unicode

Total characters	34073
Distinct characters	236
Distinct categories	9 ?
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	1140 ?
Unique (%)	79.1%

Sample

1st row	서울특별시 종로구 효제동 30-1번지
2nd row	서울특별시 종로구 창신동 561-1번지
3rd row	서울특별시 종로구 명륜2가 73-0번지
4th row	서울특별시 종로구 필운동 276번지
5th row	서울특별시 종로구 예지동 296-1번지

Value	Count	Frequency (%)
서울특별시	1442	21.8%
종로구	1441	21.8%
창신동	206	3.1%
숭인동	124	1.9%
1층	101	1.5%
2층	92	1.4%
명륜2가	65	1.0%
평창동	63	1.0%
무악동	45	0.7%
종로1가	45	0.7%
Other values (1373)	2980	45.1%

Most occurring characters

Value	Count	Frequency (%)
	6332	18.6%
로	1664	4.9%
종	1629	4.8%
1	1581	4.6%
구	1467	4.3%
서	1459	4.3%
시	1454	4.3%
울	1445	4.2%
특	1442	4.2%
별	1442	4.2%
Other values (226)	14158	41.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	20473	60.1%
Space Separator	6332	18.6%
Decimal Number	6174	18.1%
Dash Punctuation	1003	2.9%
Uppercase Letter	27	0.1%
Other Punctuation	23	0.1%
Open Punctuation	20	0.1%
Close Punctuation	20	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	1664	8.1%
종	1629	8.0%
구	1467	7.2%
서	1459	7.1%
시	1454	7.1%
울	1445	7.1%
특	1442	7.0%
별	1442	7.0%
지	1257	6.1%
동	1193	5.8%
Other values (200)	6021	29.4%

Decimal Number

Value	Count	Frequency (%)
1	1581	25.6%
2	1067	17.3%
3	615	10.0%
0	548	8.9%
4	507	8.2%
5	477	7.7%
6	366	5.9%
8	362	5.9%
7	340	5.5%
9	311	5.0%

Uppercase Letter

Value	Count	Frequency (%)
B	10	37.0%
S	4	14.8%
D	4	14.8%
A	3	11.1%
K	3	11.1%
G	1	3.7%
C	1	3.7%
M	1	3.7%

Other Punctuation

Value	Count	Frequency (%)
,	15	65.2%
/	5	21.7%
@	3	13.0%

Space Separator

Value	Count	Frequency (%)
	6332	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1003	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	20	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	20	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	20473	60.1%
Common	13573	39.8%
Latin	27	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	1664	8.1%
종	1629	8.0%
구	1467	7.2%
서	1459	7.1%
시	1454	7.1%
울	1445	7.1%
특	1442	7.0%
별	1442	7.0%
지	1257	6.1%
동	1193	5.8%
Other values (200)	6021	29.4%

Common

Value	Count	Frequency (%)
	6332	46.7%
1	1581	11.6%
2	1067	7.9%
-	1003	7.4%
3	615	4.5%
0	548	4.0%
4	507	3.7%
5	477	3.5%
6	366	2.7%
8	362	2.7%
Other values (8)	715	5.3%

Latin

Value	Count	Frequency (%)
B	10	37.0%
S	4	14.8%
D	4	14.8%
A	3	11.1%
K	3	11.1%
G	1	3.7%
C	1	3.7%
M	1	3.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	20473	60.1%
ASCII	13600	39.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6332	46.6%
1	1581	11.6%
2	1067	7.8%
-	1003	7.4%
3	615	4.5%
0	548	4.0%
4	507	3.7%
5	477	3.5%
6	366	2.7%
8	362	2.7%
Other values (16)	742	5.5%

Hangul

Value	Count	Frequency (%)
로	1664	8.1%
종	1629	8.0%
구	1467	7.2%
서	1459	7.1%
시	1454	7.1%
울	1445	7.1%
특	1442	7.0%
별	1442	7.0%
지	1257	6.1%
동	1193	5.8%
Other values (200)	6021	29.4%

도로명주소
Text

MISSING

Distinct	747
Distinct (%)	93.5%
Missing	667
Missing (%)	45.5%
Memory size	11.6 KiB

Length

Max length	56
Median length	48
Mean length	31.913642
Min length	21

Characters and Unicode

Total characters	25499
Distinct characters	244
Distinct categories	9 ?
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	706 ?
Unique (%)	88.4%

Sample

1st row	서울특별시 종로구 종로40가길 7-4 (종로5가)
2nd row	서울특별시 종로구 자하문로9길 33-8 (누하동)
3rd row	서울특별시 종로구 삼일대로32길 41 (운니동)
4th row	서울특별시 종로구 지봉로 56 (숭인동)
5th row	서울특별시 종로구 지봉로 55 (창신동)

Value	Count	Frequency (%)
서울특별시	799	15.5%
종로구	799	15.5%
1층	170	3.3%
2층	128	2.5%
종로	118	2.3%
창신동	91	1.8%
숭인동	69	1.3%
3층	58	1.1%
19	56	1.1%
4층	50	1.0%
Other values (941)	2829	54.8%

Most occurring characters

Value	Count	Frequency (%)
	4370	17.1%
로	1614	6.3%
종	1122	4.4%
1	1094	4.3%
구	817	3.2%
서	814	3.2%
시	810	3.2%
(	803	3.1%
)	803	3.1%
울	802	3.1%
Other values (234)	12450	48.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	14402	56.5%
Space Separator	4370	17.1%
Decimal Number	4089	16.0%
Open Punctuation	803	3.1%
Close Punctuation	803	3.1%
Other Punctuation	799	3.1%
Dash Punctuation	187	0.7%
Uppercase Letter	44	0.2%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	1614	11.2%
종	1122	7.8%
구	817	5.7%
서	814	5.7%
시	810	5.6%
울	802	5.6%
별	799	5.5%
특	799	5.5%
동	697	4.8%
층	559	3.9%
Other values (208)	5569	38.7%

Decimal Number

Value	Count	Frequency (%)
1	1094	26.8%
2	735	18.0%
3	487	11.9%
4	403	9.9%
0	325	7.9%
5	293	7.2%
6	210	5.1%
9	208	5.1%
8	195	4.8%
7	139	3.4%

Uppercase Letter

Value	Count	Frequency (%)
B	29	65.9%
A	4	9.1%
S	3	6.8%
K	3	6.8%
L	1	2.3%
W	1	2.3%
J	1	2.3%
M	1	2.3%
C	1	2.3%

Other Punctuation

Value	Count	Frequency (%)
,	798	99.9%
/	1	0.1%

Space Separator

Value	Count	Frequency (%)
	4370	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	803	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	803	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	187	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	14402	56.5%
Common	11053	43.3%
Latin	44	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	1614	11.2%
종	1122	7.8%
구	817	5.7%
서	814	5.7%
시	810	5.6%
울	802	5.6%
별	799	5.5%
특	799	5.5%
동	697	4.8%
층	559	3.9%
Other values (208)	5569	38.7%

Common

Value	Count	Frequency (%)
	4370	39.5%
1	1094	9.9%
(	803	7.3%
)	803	7.3%
,	798	7.2%
2	735	6.6%
3	487	4.4%
4	403	3.6%
0	325	2.9%
5	293	2.7%
Other values (7)	942	8.5%

Latin

Value	Count	Frequency (%)
B	29	65.9%
A	4	9.1%
S	3	6.8%
K	3	6.8%
L	1	2.3%
W	1	2.3%
J	1	2.3%
M	1	2.3%
C	1	2.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	14402	56.5%
ASCII	11097	43.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4370	39.4%
1	1094	9.9%
(	803	7.2%
)	803	7.2%
,	798	7.2%
2	735	6.6%
3	487	4.4%
4	403	3.6%
0	325	2.9%
5	293	2.6%
Other values (16)	986	8.9%

Hangul

Value	Count	Frequency (%)
로	1614	11.2%
종	1122	7.8%
구	817	5.7%
서	814	5.7%
시	810	5.6%
울	802	5.6%
별	799	5.5%
특	799	5.5%
동	697	4.8%
층	559	3.9%
Other values (208)	5569	38.7%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	145
Distinct (%)	18.3%
Missing	672
Missing (%)	45.8%
Infinite	0
Infinite (%)	0.0%
Mean	3108.5491

Minimum	3004
Maximum	3198
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	3004
5-th percentile	3013
Q1	3073
median	3109
Q3	3158
95-th percentile	3190
Maximum	3198
Range	194
Interquartile range (IQR)	85

Descriptive statistics

Standard deviation	55.463888
Coefficient of variation (CV)	0.017842371
Kurtosis	-1.0794634
Mean	3108.5491
Median Absolute Deviation (MAD)	48
Skewness	-0.14174067
Sum	2468188
Variance	3076.2429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3157	39	2.7%
3174	27	1.8%
3190	21	1.4%
3189	19	1.3%
3077	17	1.2%
3041	17	1.2%
3073	16	1.1%
3040	15	1.0%
3168	15	1.0%
3113	13	0.9%
Other values (135)	595	40.6%
(Missing)	672	45.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3004	2	0.1%
3006	2	0.1%
3007	2	0.1%
3008	11	0.8%
3009	6	0.4%
3010	6	0.4%
3011	2	0.1%
3012	8	0.5%
3013	6	0.4%
3014	2	0.1%

Value	Count	Frequency (%)
3198	5	0.3%
3197	8	0.5%
3196	2	0.1%
3195	5	0.3%
3191	5	0.3%
3190	21	1.4%
3189	19	1.3%
3188	3	0.2%
3187	2	0.1%
3186	2	0.1%

사업장명
Text

Distinct	1314
Distinct (%)	89.6%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

Length

Max length	46
Median length	28
Mean length	5.3963165
Min length	1

Characters and Unicode

Total characters	7911
Distinct characters	569
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	1197 ?
Unique (%)	81.7%

Sample

1st row	목화
2nd row	호산나
3rd row	은하
4th row	정원미용실
5th row	나이스

Value	Count	Frequency (%)
헤어	29	1.6%
미용실	22	1.2%
에스테틱	19	1.0%
네일	18	1.0%
hair	15	0.8%
헤어샵	14	0.8%
파랑머리	7	0.4%
진	7	0.4%
뷰티	7	0.4%
살롱	6	0.3%
Other values (1440)	1718	92.3%

Most occurring characters

Value	Count	Frequency (%)
	396	5.0%
어	364	4.6%
헤	347	4.4%
미	273	3.5%
스	218	2.8%
실	198	2.5%
용	193	2.4%
리	190	2.4%
이	148	1.9%
아	109	1.4%
Other values (559)	5475	69.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6518	82.4%
Space Separator	396	5.0%
Lowercase Letter	388	4.9%
Uppercase Letter	344	4.3%
Open Punctuation	83	1.0%
Close Punctuation	83	1.0%
Other Punctuation	56	0.7%
Decimal Number	39	0.5%
Dash Punctuation	4	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	364	5.6%
헤	347	5.3%
미	273	4.2%
스	218	3.3%
실	198	3.0%
용	193	3.0%
리	190	2.9%
이	148	2.3%
아	109	1.7%
일	105	1.6%
Other values (493)	4373	67.1%

Lowercase Letter

Value	Count	Frequency (%)
a	54	13.9%
i	48	12.4%
r	35	9.0%
e	34	8.8%
o	29	7.5%
n	25	6.4%
s	23	5.9%
l	22	5.7%
h	20	5.2%
t	18	4.6%
Other values (15)	80	20.6%

Uppercase Letter

Value	Count	Frequency (%)
A	49	14.2%
N	34	9.9%
I	26	7.6%
L	19	5.5%
S	17	4.9%
O	17	4.9%
H	16	4.7%
W	15	4.4%
P	14	4.1%
T	13	3.8%
Other values (15)	124	36.0%

Other Punctuation

Value	Count	Frequency (%)
&	18	32.1%
?	13	23.2%
.	12	21.4%
,	9	16.1%
'	2	3.6%
#	2	3.6%

Decimal Number

Value	Count	Frequency (%)
1	10	25.6%
0	10	25.6%
3	7	17.9%
2	7	17.9%
5	4	10.3%
9	1	2.6%

Space Separator

Value	Count	Frequency (%)
	396	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	83	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	83	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6510	82.3%
Latin	732	9.3%
Common	661	8.4%
Han	8	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	364	5.6%
헤	347	5.3%
미	273	4.2%
스	218	3.3%
실	198	3.0%
용	193	3.0%
리	190	2.9%
이	148	2.3%
아	109	1.7%
일	105	1.6%
Other values (486)	4365	67.1%

Latin

Value	Count	Frequency (%)
a	54	7.4%
A	49	6.7%
i	48	6.6%
r	35	4.8%
N	34	4.6%
e	34	4.6%
o	29	4.0%
I	26	3.6%
n	25	3.4%
s	23	3.1%
Other values (40)	375	51.2%

Common

Value	Count	Frequency (%)
	396	59.9%
(	83	12.6%
)	83	12.6%
&	18	2.7%
?	13	2.0%
.	12	1.8%
1	10	1.5%
0	10	1.5%
,	9	1.4%
3	7	1.1%
Other values (6)	20	3.0%

Han

Value	Count	Frequency (%)
美	2	25.0%
氣	1	12.5%
妃	1	12.5%
多	1	12.5%
蜜	1	12.5%
手	1	12.5%
殊	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6510	82.3%
ASCII	1393	17.6%
CJK	8	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	396	28.4%
(	83	6.0%
)	83	6.0%
a	54	3.9%
A	49	3.5%
i	48	3.4%
r	35	2.5%
N	34	2.4%
e	34	2.4%
o	29	2.1%
Other values (56)	548	39.3%

Hangul

Value	Count	Frequency (%)
어	364	5.6%
헤	347	5.3%
미	273	4.2%
스	218	3.3%
실	198	3.0%
용	193	3.0%
리	190	2.9%
이	148	2.3%
아	109	1.7%
일	105	1.6%
Other values (486)	4365	67.1%

CJK

Value	Count	Frequency (%)
美	2	25.0%
氣	1	12.5%
妃	1	12.5%
多	1	12.5%
蜜	1	12.5%
手	1	12.5%
殊	1	12.5%

최종수정일자
Date

Distinct	1003
Distinct (%)	68.4%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

Minimum	1999-02-01 00:00:00
Maximum	2024-04-04 14:41:50

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

I	1165
U	299
D	2

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	1165	79.5%
U	299	20.4%
D	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1165	79.5%
u	299	20.4%
d	2	0.1%

데이터갱신일자
Date

Distinct	360
Distinct (%)	24.6%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 00:06:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

일반미용업	1088
피부미용업	211
네일아트업	95
메이크업업	37
기타	34

Length

Max length	6
Median length	5
Mean length	4.931105
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	1088	74.2%
피부미용업	211	14.4%
네일아트업	95	6.5%
메이크업업	37	2.5%
기타	34	2.3%
미용업 기타	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	1088	74.2%
피부미용업	211	14.4%
네일아트업	95	6.5%
메이크업업	37	2.5%
기타	35	2.4%
미용업	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	891
Distinct (%)	64.7%
Missing	88
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	199012.47

Minimum	195102.94
Maximum	201960.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	195102.94
5-th percentile	196435.31
Q1	197445.45
median	198955.39
Q3	200483.75
95-th percentile	201457.46
Maximum	201960.95
Range	6858.0141
Interquartile range (IQR)	3038.2979

Descriptive statistics

Standard deviation	1699.3704
Coefficient of variation (CV)	0.0085390144
Kurtosis	-1.2742762
Mean	199012.47
Median Absolute Deviation (MAD)	1516.8936
Skewness	-0.0094132326
Sum	2.7423919 × 10⁸
Variance	2887859.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198150.300374121	39	2.7%
197465.223921125	16	1.1%
197181.393301659	14	1.0%
200121.813720325	9	0.6%
197567.849954354	9	0.6%
196467.975088253	8	0.5%
201350.473375538	7	0.5%
200904.097306757	6	0.4%
198958.283792369	6	0.4%
197662.503910553	6	0.4%
Other values (881)	1258	85.8%
(Missing)	88	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
195102.937172367	1	0.1%
196036.761890225	3	0.2%
196065.157232057	1	0.1%
196092.743907822	5	0.3%
196099.306839597	2	0.1%
196112.95679095	1	0.1%
196116.651717549	2	0.1%
196130.554331044	3	0.2%
196132.751817734	1	0.1%
196155.334966507	1	0.1%

Value	Count	Frequency (%)
201960.951300031	1	0.1%
201958.358743407	1	0.1%
201949.750623535	1	0.1%
201937.864355117	1	0.1%
201937.460305076	1	0.1%
201915.280860616	1	0.1%
201911.136750205	1	0.1%
201908.102083278	1	0.1%
201905.282909761	3	0.2%
201894.498459239	2	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	891
Distinct (%)	64.7%
Missing	88
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	452925.05

Minimum	449607.85
Maximum	456677.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	449607.85
5-th percentile	451951.4
Q1	452227.47
median	452549.63
Q3	453201.98
95-th percentile	455922.45
Maximum	456677.53
Range	7069.6792
Interquartile range (IQR)	974.50995

Descriptive statistics

Standard deviation	1096.7644
Coefficient of variation (CV)	0.0024215141
Kurtosis	2.674096
Mean	452925.05
Median Absolute Deviation (MAD)	447.18363
Skewness	1.7779271
Sum	6.2413071 × 10⁸
Variance	1202892.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
452019.212642931	39	2.7%
452366.613899898	16	1.1%
452458.826651573	14	1.0%
453518.007319338	9	0.6%
452567.159554494	9	0.6%
452566.134030104	8	0.5%
452279.7442603	7	0.5%
452258.945717944	6	0.4%
451941.721546298	6	0.4%
452189.09236786	6	0.4%
Other values (881)	1258	85.8%
(Missing)	88	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
449607.851240468	1	0.1%
451691.194358665	1	0.1%
451736.38443886	1	0.1%
451785.296574342	1	0.1%
451786.479083595	1	0.1%
451805.0	1	0.1%
451809.570431229	1	0.1%
451813.489945391	2	0.1%
451820.889548579	1	0.1%
451830.894858452	1	0.1%

Value	Count	Frequency (%)
456677.530404469	1	0.1%
456604.764554737	1	0.1%
456582.534430668	2	0.1%
456579.266145313	1	0.1%
456510.847272901	3	0.2%
456478.436790904	4	0.3%
456382.613783585	1	0.1%
456364.152893731	3	0.2%
456309.265884524	1	0.1%
456292.062675988	1	0.1%

위생업태명
Categorical

Distinct	14
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

미용업	761
일반미용업	223
<NA>	188
피부미용업	146
종합미용업	61
Other values (9)	87

Length

Max length	23
Median length	3
Mean length	4.1507503
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
미용업	761	51.9%
일반미용업	223	15.2%
<NA>	188	12.8%
피부미용업	146	10.0%
종합미용업	61	4.2%
네일미용업	40	2.7%
화장ㆍ분장 미용업	11	0.8%
네일미용업, 화장ㆍ분장 미용업	7	0.5%
일반미용업, 네일미용업	6	0.4%
일반미용업, 네일미용업, 화장ㆍ분장 미용업	6	0.4%
Other values (4)	17	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	795	51.4%
일반미용업	242	15.6%
na	188	12.2%
피부미용업	158	10.2%
네일미용업	69	4.5%
종합미용업	61	3.9%
화장ㆍ분장	34	2.2%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.9%
Missing	558
Missing (%)	38.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.66409692

Minimum	0
Maximum	24
Zeros	733
Zeros (%)	50.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	24
Range	24
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.9323023
Coefficient of variation (CV)	2.9096692
Kurtosis	41.315737
Mean	0.66409692
Median Absolute Deviation (MAD)	0
Skewness	5.3349379
Sum	603
Variance	3.7337922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	733	50.0%
2	56	3.8%
1	33	2.3%
4	30	2.0%
3	25	1.7%
5	9	0.6%
6	5	0.3%
8	5	0.3%
9	3	0.2%
7	2	0.1%
Other values (7)	7	0.5%
(Missing)	558	38.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	733	50.0%
1	33	2.3%
2	56	3.8%
3	25	1.7%
4	30	2.0%
5	9	0.6%
6	5	0.3%
7	2	0.1%
8	5	0.3%
9	3	0.2%

Value	Count	Frequency (%)
24	1	0.1%
17	1	0.1%
16	1	0.1%
15	1	0.1%
13	1	0.1%
12	1	0.1%
10	1	0.1%
9	3	0.2%
8	5	0.3%
7	2	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.9%
Missing	618
Missing (%)	42.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.10259434

Minimum	0
Maximum	7
Zeros	797
Zeros (%)	54.4%
Negative	0
Negative (%)	0.0%
Memory size	13.0 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	0.54336645
Coefficient of variation (CV)	5.2962615
Kurtosis	89.266606
Mean	0.10259434
Median Absolute Deviation (MAD)	0
Skewness	8.5209711
Sum	87
Variance	0.2952471
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	797	54.4%
1	35	2.4%
2	10	0.7%
7	2	0.1%
6	1	0.1%
3	1	0.1%
5	1	0.1%
4	1	0.1%
(Missing)	618	42.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	797	54.4%
1	35	2.4%
2	10	0.7%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	2	0.1%

Value	Count	Frequency (%)
7	2	0.1%
6	1	0.1%
5	1	0.1%
4	1	0.1%
3	1	0.1%
2	10	0.7%
1	35	2.4%
0	797	54.4%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	1.8%
Missing	750
Missing (%)	51.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.97486034

Minimum	0
Maximum	17
Zeros	397
Zeros (%)	27.1%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	17
Range	17
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.6756368
Coefficient of variation (CV)	1.7188481
Kurtosis	22.753543
Mean	0.97486034
Median Absolute Deviation (MAD)	0
Skewness	3.7422354
Sum	698
Variance	2.8077587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	397	27.1%
1	145	9.9%
2	88	6.0%
3	43	2.9%
4	21	1.4%
5	11	0.8%
9	3	0.2%
8	2	0.1%
6	2	0.1%
11	1	0.1%
Other values (3)	3	0.2%
(Missing)	750	51.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	397	27.1%
1	145	9.9%
2	88	6.0%
3	43	2.9%
4	21	1.4%
5	11	0.8%
6	2	0.1%
8	2	0.1%
9	3	0.2%
11	1	0.1%

Value	Count	Frequency (%)
17	1	0.1%
14	1	0.1%
12	1	0.1%
11	1	0.1%
9	3	0.2%
8	2	0.1%
6	2	0.1%
5	11	0.8%
4	21	1.4%
3	43	2.9%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	3.7%
Missing	1092
Missing (%)	74.5%
Infinite	0
Infinite (%)	0.0%
Mean	2

Minimum	0
Maximum	102
Zeros	83
Zeros (%)	5.7%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	5
Maximum	102
Range	102
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	5.5327444
Coefficient of variation (CV)	2.7663722
Kurtosis	288.00879
Mean	2
Median Absolute Deviation (MAD)	1
Skewness	16.038373
Sum	748
Variance	30.61126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	123	8.4%
2	88	6.0%
0	83	5.7%
3	40	2.7%
4	18	1.2%
5	11	0.8%
8	2	0.1%
9	2	0.1%
6	2	0.1%
11	1	0.1%
Other values (4)	4	0.3%
(Missing)	1092	74.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	83	5.7%
1	123	8.4%
2	88	6.0%
3	40	2.7%
4	18	1.2%
5	11	0.8%
6	2	0.1%
8	2	0.1%
9	2	0.1%
11	1	0.1%

Value	Count	Frequency (%)
102	1	0.1%
17	1	0.1%
14	1	0.1%
12	1	0.1%
11	1	0.1%
9	2	0.1%
8	2	0.1%
6	2	0.1%
5	11	0.8%
4	18	1.2%

사용시작지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	991
0	431
1	40
2	3
3	1

Length

Max length	4
Median length	4
Mean length	3.0279673
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	991	67.6%
0	431	29.4%
1	40	2.7%
2	3	0.2%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	991	67.6%
0	431	29.4%
1	40	2.7%
2	3	0.2%
3	1	0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1314
0	108
1	39
2	3
23	1

Length

Max length	4
Median length	4
Mean length	3.6896317
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1314	89.6%
0	108	7.4%
1	39	2.7%
2	3	0.2%
23	1	0.1%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1314	89.6%
0	108	7.4%
1	39	2.7%
2	3	0.2%
23	1	0.1%
3	1	0.1%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

0	819
<NA>	647

Length

Max length	4
Median length	1
Mean length	2.3240109
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	819	55.9%
<NA>	647	44.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	819	55.9%
na	647	44.1%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

0	819
<NA>	647

Length

Max length	4
Median length	1
Mean length	2.3240109
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	819	55.9%
<NA>	647	44.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	819	55.9%
na	647	44.1%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

0	819
<NA>	647

Length

Max length	4
Median length	1
Mean length	2.3240109
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	819	55.9%
<NA>	647	44.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	819	55.9%
na	647	44.1%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.2%
Missing	201
Missing (%)	13.7%
Memory size	3.0 KiB

False	1259
True	6
(Missing)	201

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1259	85.9%
True	6	0.4%
(Missing)	201	13.7%

좌석수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	1.6%
Missing	216
Missing (%)	14.7%
Infinite	0
Infinite (%)	0.0%
Mean	3.5488

Minimum	0
Maximum	26
Zeros	115
Zeros (%)	7.8%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	4
95-th percentile	8
Maximum	26
Range	26
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.5802606
Coefficient of variation (CV)	0.72707974
Kurtosis	11.401808
Mean	3.5488
Median Absolute Deviation (MAD)	1
Skewness	2.4057037
Sum	4436
Variance	6.6577448
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
3	388	26.5%
2	224	15.3%
4	206	14.1%
0	115	7.8%
5	102	7.0%
6	79	5.4%
1	38	2.6%
7	25	1.7%
8	22	1.5%
10	16	1.1%
Other values (10)	35	2.4%
(Missing)	216	14.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	115	7.8%
1	38	2.6%
2	224	15.3%
3	388	26.5%
4	206	14.1%
5	102	7.0%
6	79	5.4%
7	25	1.7%
8	22	1.5%
9	5	0.3%

Value	Count	Frequency (%)
26	1	0.1%
20	2	0.1%
19	2	0.1%
16	2	0.1%
15	2	0.1%
14	4	0.3%
13	2	0.1%
12	9	0.6%
11	6	0.4%
10	16	1.1%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1466
Missing (%)	100.0%
Memory size	13.0 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1466
Missing (%)	100.0%
Memory size	13.0 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1466
Missing (%)	100.0%
Memory size	13.0 KiB

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1206
임대	249
자가	11

Length

Max length	4
Median length	4
Mean length	3.6452933
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>	1206	82.3%
임대	249	17.0%
자가	11	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1206	82.3%
임대	249	17.0%
자가	11	0.8%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	970
0	496

Length

Max length	4
Median length	4
Mean length	2.9849932
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>	970	66.2%
0	496	33.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	970	66.2%
0	496	33.8%

여성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1207
0	248
1	7
2	2
8	1

Length

Max length	4
Median length	4
Mean length	3.4699864
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1207	82.3%
0	248	16.9%
1	7	0.5%
2	2	0.1%
8	1	0.1%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1207	82.3%
0	248	16.9%
1	7	0.5%
2	2	0.1%
8	1	0.1%
3	1	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1208
0	254
1	3
2	1

Length

Max length	4
Median length	4
Mean length	3.4720327
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>	1208	82.4%
0	254	17.3%
1	3	0.2%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1208	82.4%
0	254	17.3%
1	3	0.2%
2	1	0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1001
0	465

Length

Max length	4
Median length	4
Mean length	3.0484311
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>	1001	68.3%
0	465	31.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1001	68.3%
0	465	31.7%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	3.0%
Missing	1004
Missing (%)	68.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.5562771

Minimum	0
Maximum	20
Zeros	266
Zeros (%)	18.1%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	7
Maximum	20
Range	20
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.6453564
Coefficient of variation (CV)	1.6997979
Kurtosis	7.9155507
Mean	1.5562771
Median Absolute Deviation (MAD)	0
Skewness	2.4554057
Sum	719
Variance	6.9979106
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	266	18.1%
1	46	3.1%
2	46	3.1%
4	27	1.8%
3	26	1.8%
6	13	0.9%
5	9	0.6%
9	9	0.6%
7	8	0.5%
11	5	0.3%
Other values (4)	7	0.5%
(Missing)	1004	68.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	266	18.1%
1	46	3.1%
2	46	3.1%
3	26	1.8%
4	27	1.8%
5	9	0.6%
6	13	0.9%
7	8	0.5%
8	3	0.2%
9	9	0.6%

Value	Count	Frequency (%)
20	1	0.1%
13	2	0.1%
11	5	0.3%
10	1	0.1%
9	9	0.6%
8	3	0.2%
7	8	0.5%
6	13	0.9%
5	9	0.6%
4	27	1.8%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.2%
Missing	188
Missing (%)	12.8%
Memory size	3.0 KiB

False	1276
True	2
(Missing)	188

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1276	87.0%
True	2	0.1%
(Missing)	188	12.8%

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	3000000	3000000-204-1963-00845	19630530	<NA>	3	폐업	2	폐업	19990804	<NA>	<NA>	<NA>	0207628611	18.90	110850	서울특별시 종로구 효제동 30-1번지	<NA>	<NA>	목화	2001-11-20 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	200130.508679	452463.048466	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3000000	3000000-204-1963-00862	19630606	<NA>	3	폐업	2	폐업	20040816	<NA>	<NA>	<NA>	02 7634850	34.36	110855	서울특별시 종로구 창신동 561-1번지	<NA>	<NA>	호산나	2003-11-04 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	200863.919391	452188.262849	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3000000	3000000-204-1963-00873	19630530	<NA>	3	폐업	2	폐업	19970421	<NA>	<NA>	<NA>	02 7635050	14.70	110522	서울특별시 종로구 명륜2가 73-0번지	<NA>	<NA>	은하	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	199665.455258	453680.142833	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3000000	3000000-204-1963-01105	19630530	<NA>	3	폐업	2	폐업	20060217	<NA>	<NA>	<NA>	02 7387574	14.12	110044	서울특별시 종로구 필운동 276번지	<NA>	<NA>	정원미용실	2004-06-02 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	197311.19892	452605.202432	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3000000	3000000-204-1965-00841	19650302	<NA>	3	폐업	2	폐업	20050429	<NA>	<NA>	<NA>	0222650948	36.86	110833	서울특별시 종로구 예지동 296-1번지	<NA>	<NA>	나이스	2003-02-28 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	200021.977214	451957.94858	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3000000	3000000-204-1966-00830	19660105	<NA>	3	폐업	2	폐업	20021205	<NA>	<NA>	<NA>	02 7351598	17.92	110070	서울특별시 종로구 내수동 152-1번지	<NA>	<NA>	동아	2002-12-05 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3000000	3000000-204-1966-00832	19661115	<NA>	3	폐업	2	폐업	19950712	<NA>	<NA>	<NA>	02 7630452	25.20	110260	서울특별시 종로구 가회동 64-1번지	<NA>	<NA>	도성	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	198591.32576	453230.01849	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3000000	3000000-204-1966-00842	19660110	<NA>	3	폐업	2	폐업	19981115	<NA>	<NA>	<NA>	02 7621043	23.00	110530	서울특별시 종로구 혜화동 108-1번지	<NA>	<NA>	세레나	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	200009.198856	453752.88467	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3000000	3000000-204-1967-00838	19670417	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0222666294	23.14	110836	서울특별시 종로구 종로5가 417-2번지	서울특별시 종로구 종로40가길 7-4 (종로5가)	3197	희연	2017-07-05 15:33:10	I	2018-08-31 23:59:59.0	일반미용업	200489.567671	451980.178327	미용업	2	1	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3000000	3000000-204-1967-00846	19671019	<NA>	3	폐업	2	폐업	20081029	<NA>	<NA>	<NA>	02 7639455	56.00	110410	서울특별시 종로구 인의동 79-1번지	<NA>	<NA>	삼성	2003-11-04 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	199693.474085	452394.669451	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
1456	3000000	3000000-225-2021-00001	2021-02-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	99.00	110-053	서울특별시 종로구 내자동 167-2 인왕빌딩	서울특별시 종로구 사직로10길 17, 인왕빌딩 1,2층 (내자동)	3169	YAAD 야드	2023-08-03 10:20:32	U	2022-12-08 00:05:00.0	일반미용업	197336.583985	452534.336254	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1457	3000000	3000000-225-2021-00002	2021-03-18	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	32.76	110-841	서울특별시 종로구 창신동 366	서울특별시 종로구 종로 316-1, 2층 (창신동)	3121	란 헤어	2024-03-05 14:58:49	U	2023-12-03 00:07:00.0	일반미용업	201077.908698	452195.434878	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1458	3000000	3000000-225-2021-00003	20210419	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	81.29	110837	서울특별시 종로구 창신동 23-53	서울특별시 종로구 지봉로 77-4, 2층 (창신동)	3095	헤어, 그대와	2021-04-19 13:20:32	I	2021-04-21 00:22:58.0	일반미용업	201269.216313	452753.591547	일반미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
1459	3000000	3000000-225-2021-00004	20210630	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	28.16	110862	서울특별시 종로구 숭인동 63-2	서울특별시 종로구 지봉로8길 1-32, 1층 (숭인동)	3109	르솜 살롱	2021-08-23 15:55:49	U	2021-08-25 02:40:00.0	일반미용업	201333.531619	452629.81181	일반미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
1460	3000000	3000000-225-2022-00001	20221102	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	118.35	110092	서울특별시 종로구 홍파동 199 경희궁자이 2단지	서울특별시 종로구 송월길 99, 상가동 1층 2152~2155호 (홍파동, 경희궁자이 2단지)	3165	박승철헤어스투디오 서대문역점	2022-11-02 13:42:44	I	2021-11-01 00:05:00.0	일반미용업	196790.337498	452053.372161	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1461	3000000	3000000-226-2015-00001	20150914	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0263885250	660.31	110071	서울특별시 종로구 당주동 29	서울특별시 종로구 새문안로 97, 9층 (당주동, 포시즌스호텔)	3183	더스파앳더포시즌스	2021-02-05 11:03:08	I	2021-02-07 00:23:02.0	메이크업업	197764.0	452030.0	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	5	<NA>	<NA>	<NA>	임대	0	0	0	0	8	N
1462	3000000	3000000-226-2017-00001	20170907	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 762 0727	56.20	110522	서울특별시 종로구 명륜2가 176번지	서울특별시 종로구 창경궁로 248-4, 2층 (명륜2가)	3077	와이키키	2017-11-07 14:10:54	I	2018-08-31 23:59:59.0	네일아트업	199897.272384	453457.758253	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	2	2	<NA>	<NA>	0	0	0	N	1	<NA>	<NA>	<NA>	임대	0	0	0	0	1	N
1463	3000000	3000000-226-2019-00001	20190403	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	28.02	110813	서울특별시 종로구 무악동 46번지 경희궁 롯데캐슬 상가 지하1층 113호	서울특별시 종로구 통일로 230, 상가 지하1층 113호 (무악동, 경희궁 롯데캐슬)	3030	요요살롱	2019-04-03 10:53:28	I	2019-04-05 02:20:28.0	네일아트업	196392.222414	452339.443	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	1	1	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
1464	3000000	3000000-226-2020-00001	20200601	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	14.88	110872	서울특별시 종로구 내수동 72번지 경희궁의아침 3단지	서울특별시 종로구 사직로8길 34, 경희궁의아침 3단지 163,164호 (내수동)	3174	You are beautiful	2020-06-01 14:03:30	I	2020-06-04 00:23:18.0	네일아트업	197465.223921	452366.6139	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	1	1	<NA>	<NA>	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
1465	3000000	3000000-226-2020-00002	20200602	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	14.88	110872	서울특별시 종로구 내수동 72번지 경희궁의아침 3단지	서울특별시 종로구 사직로8길 34, 경희궁의아침 3단지 165,166호 (내수동)	3174	너 참, 예쁘다	2020-06-02 15:13:39	I	2020-06-04 00:23:18.0	메이크업업	197465.223921	452366.6139	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	1	1	<NA>	<NA>	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N

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

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block