gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	503
Missing cells	5039
Missing cells (%)	21.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	198.6 KiB
Average record size in memory	404.3 B

Variable types

Categorical	22
Text	7
DateTime	4
Unsupported	7
Numeric	5
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	강북구
URL	https://data.seoul.go.kr/dataList/OA-17960/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (83.0%)	Imbalance
`위생업태명` is highly imbalanced (67.7%)	Imbalance
`사용끝지상층` is highly imbalanced (61.5%)	Imbalance
`사용시작지하층` is highly imbalanced (50.6%)	Imbalance
`사용끝지하층` is highly imbalanced (76.3%)	Imbalance
`건물소유구분명` is highly imbalanced (93.4%)	Imbalance
`여성종사자수` is highly imbalanced (68.2%)	Imbalance
`남성종사자수` is highly imbalanced (68.2%)	Imbalance
`회수건조수` is highly imbalanced (70.6%)	Imbalance
`인허가취소일자` has 503 (100.0%) missing values	Missing
`폐업일자` has 130 (25.8%) missing values	Missing
`휴업시작일자` has 503 (100.0%) missing values	Missing
`휴업종료일자` has 503 (100.0%) missing values	Missing
`재개업일자` has 503 (100.0%) missing values	Missing
`전화번호` has 57 (11.3%) missing values	Missing
`도로명주소` has 226 (44.9%) missing values	Missing
`도로명우편번호` has 231 (45.9%) missing values	Missing
`좌표정보(X)` has 29 (5.8%) missing values	Missing
`좌표정보(Y)` has 29 (5.8%) missing values	Missing
`건물지상층수` has 288 (57.3%) missing values	Missing
`발한실여부` has 54 (10.7%) missing values	Missing
`조건부허가신고사유` has 503 (100.0%) missing values	Missing
`조건부허가시작일자` has 503 (100.0%) missing values	Missing
`조건부허가종료일자` has 503 (100.0%) missing values	Missing
`세탁기수` has 422 (83.9%) missing values	Missing
`다중이용업소여부` has 50 (9.9%) 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 182 (36.2%) zeros	Zeros
`세탁기수` has 38 (7.6%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:49:33.404486
Analysis finished	2024-05-11 06:49:34.441772
Duration	1.04 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

3080000	503

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3080000
2nd row	3080000
3rd row	3080000
4th row	3080000
5th row	3080000

Common Values

Value	Count	Frequency (%)
3080000	503	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3080000	503	100.0%

관리번호
Text

UNIQUE

Distinct	503
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

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

Characters and Unicode

Total characters	11066
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	503 ?
Unique (%)	100.0%

Sample

1st row	3080000-205-1987-01753
2nd row	3080000-205-1987-01754
3rd row	3080000-205-1987-01761
4th row	3080000-205-1987-01769
5th row	3080000-205-1987-01775

Value	Count	Frequency (%)
3080000-205-1987-01753	1	0.2%
3080000-205-1997-01908	1	0.2%
3080000-205-1999-02091	1	0.2%
3080000-205-1999-02090	1	0.2%
3080000-205-1999-02089	1	0.2%
3080000-205-1999-02088	1	0.2%
3080000-205-1999-02087	1	0.2%
3080000-205-1999-02086	1	0.2%
3080000-205-1999-02085	1	0.2%
3080000-205-1999-02084	1	0.2%
Other values (493)	493	98.0%

Most occurring characters

Value	Count	Frequency (%)
0	4396	39.7%
-	1509	13.6%
2	945	8.5%
8	869	7.9%
1	779	7.0%
9	760	6.9%
3	645	5.8%
5	645	5.8%
7	276	2.5%
6	122	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9557	86.4%
Dash Punctuation	1509	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4396	46.0%
2	945	9.9%
8	869	9.1%
1	779	8.2%
9	760	8.0%
3	645	6.7%
5	645	6.7%
7	276	2.9%
6	122	1.3%
4	120	1.3%

Dash Punctuation

Value	Count	Frequency (%)
-	1509	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11066	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4396	39.7%
-	1509	13.6%
2	945	8.5%
8	869	7.9%
1	779	7.0%
9	760	6.9%
3	645	5.8%
5	645	5.8%
7	276	2.5%
6	122	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11066	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4396	39.7%
-	1509	13.6%
2	945	8.5%
8	869	7.9%
1	779	7.0%
9	760	6.9%
3	645	5.8%
5	645	5.8%
7	276	2.5%
6	122	1.1%

인허가일자
Date

Distinct	388
Distinct (%)	77.1%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Minimum	1987-05-15 00:00:00
Maximum	2024-03-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

3	373
1	130

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	1

Common Values

Value	Count	Frequency (%)
3	373	74.2%
1	130	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	373	74.2%
1	130	25.8%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

폐업	373
영업/정상	130

Length

Max length	5
Median length	2
Mean length	2.7753479
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	폐업
2nd row	폐업
3rd row	폐업
4th row	폐업
5th row	영업/정상

Common Values

Value	Count	Frequency (%)
폐업	373	74.2%
영업/정상	130	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	373	74.2%
영업/정상	130	25.8%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

2	373
1	130

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	1

Common Values

Value	Count	Frequency (%)
2	373	74.2%
1	130	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	373	74.2%
1	130	25.8%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

폐업	373
영업	130

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	영업

Common Values

Value	Count	Frequency (%)
폐업	373	74.2%
영업	130	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	373	74.2%
영업	130	25.8%

폐업일자
Date

MISSING

Distinct	332
Distinct (%)	89.0%
Missing	130
Missing (%)	25.8%
Memory size	4.1 KiB

Minimum	1992-08-12 00:00:00
Maximum	2024-04-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

전화번호
Text

MISSING

Distinct	424
Distinct (%)	95.1%
Missing	57
Missing (%)	11.3%
Memory size	4.1 KiB

Length

Max length	12
Median length	10
Mean length	10.199552
Min length	10

Characters and Unicode

Total characters	4549
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	405 ?
Unique (%)	90.8%

Sample

1st row	0209885434
2nd row	0209811384
3rd row	02 9043469
4th row	02 9836705
5th row	02 9804683

Value	Count	Frequency (%)
02	318	39.7%
982	5	0.6%
945	4	0.5%
9893573	3	0.4%
9058052	3	0.4%
900	3	0.4%
987	3	0.4%
9897794	3	0.4%
988	3	0.4%
9898768	2	0.2%
Other values (434)	454	56.7%

Most occurring characters

Value	Count	Frequency (%)
0	892	19.6%
9	734	16.1%
2	664	14.6%
8	478	10.5%
	404	8.9%
5	249	5.5%
7	233	5.1%
1	233	5.1%
4	227	5.0%
3	225	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4145	91.1%
Space Separator	404	8.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	892	21.5%
9	734	17.7%
2	664	16.0%
8	478	11.5%
5	249	6.0%
7	233	5.6%
1	233	5.6%
4	227	5.5%
3	225	5.4%
6	210	5.1%

Space Separator

Value	Count	Frequency (%)
	404	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4549	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	892	19.6%
9	734	16.1%
2	664	14.6%
8	478	10.5%
	404	8.9%
5	249	5.5%
7	233	5.1%
1	233	5.1%
4	227	5.0%
3	225	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4549	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	892	19.6%
9	734	16.1%
2	664	14.6%
8	478	10.5%
	404	8.9%
5	249	5.5%
7	233	5.1%
1	233	5.1%
4	227	5.0%
3	225	4.9%

소재지면적
Text

Distinct	269
Distinct (%)	53.7%
Missing	2
Missing (%)	0.4%
Memory size	4.1 KiB

Length

Max length	8
Median length	5
Mean length	4.9241517
Min length	3

Characters and Unicode

Total characters	2467
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	219 ?
Unique (%)	43.7%

Sample

1st row	11.00
2nd row	49.00
3rd row	.00
4th row	15.77
5th row	26.00

Value	Count	Frequency (%)
00	38	7.6%
15.00	19	3.8%
20.00	16	3.2%
14.00	11	2.2%
19.00	10	2.0%
33.00	9	1.8%
13.00	9	1.8%
16.00	8	1.6%
22.00	8	1.6%
26.40	8	1.6%
Other values (259)	365	72.9%

Most occurring characters

Value	Count	Frequency (%)
0	654	26.5%
.	501	20.3%
1	285	11.6%
2	235	9.5%
3	149	6.0%
5	139	5.6%
4	114	4.6%
6	114	4.6%
9	100	4.1%
8	97	3.9%
Other values (2)	79	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1963	79.6%
Other Punctuation	504	20.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	654	33.3%
1	285	14.5%
2	235	12.0%
3	149	7.6%
5	139	7.1%
4	114	5.8%
6	114	5.8%
9	100	5.1%
8	97	4.9%
7	76	3.9%

Other Punctuation

Value	Count	Frequency (%)
.	501	99.4%
,	3	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	2467	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	654	26.5%
.	501	20.3%
1	285	11.6%
2	235	9.5%
3	149	6.0%
5	139	5.6%
4	114	4.6%
6	114	4.6%
9	100	4.1%
8	97	3.9%
Other values (2)	79	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2467	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	654	26.5%
.	501	20.3%
1	285	11.6%
2	235	9.5%
3	149	6.0%
5	139	5.6%
4	114	4.6%
6	114	4.6%
9	100	4.1%
8	97	3.9%
Other values (2)	79	3.2%

소재지우편번호
Text

Distinct	82
Distinct (%)	16.3%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

Max length	7
Median length	6
Mean length	6.0477137
Min length	6

Characters and Unicode

Total characters	3042
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	19 ?
Unique (%)	3.8%

Sample

1st row	142-827
2nd row	142805
3rd row	142070
4th row	142816
5th row	142815

Value	Count	Frequency (%)
142100	21	4.2%
142809	17	3.4%
142876	16	3.2%
142875	16	3.2%
142874	16	3.2%
142877	15	3.0%
142805	15	3.0%
142804	13	2.6%
142872	13	2.6%
142803	13	2.6%
Other values (72)	348	69.2%

Most occurring characters

Value	Count	Frequency (%)
1	643	21.1%
2	609	20.0%
4	575	18.9%
8	553	18.2%
0	200	6.6%
7	175	5.8%
6	113	3.7%
5	59	1.9%
9	47	1.5%
3	44	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3018	99.2%
Dash Punctuation	24	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	643	21.3%
2	609	20.2%
4	575	19.1%
8	553	18.3%
0	200	6.6%
7	175	5.8%
6	113	3.7%
5	59	2.0%
9	47	1.6%
3	44	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	24	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3042	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	643	21.1%
2	609	20.0%
4	575	18.9%
8	553	18.2%
0	200	6.6%
7	175	5.8%
6	113	3.7%
5	59	1.9%
9	47	1.5%
3	44	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3042	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	643	21.1%
2	609	20.0%
4	575	18.9%
8	553	18.2%
0	200	6.6%
7	175	5.8%
6	113	3.7%
5	59	1.9%
9	47	1.5%
3	44	1.4%

지번주소
Text

Distinct	475
Distinct (%)	94.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

Max length	47
Median length	46
Mean length	23.840954
Min length	18

Characters and Unicode

Total characters	11992
Distinct characters	107
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	451 ?
Unique (%)	89.7%

Sample

1st row	서울특별시 강북구 미아동 674-21
2nd row	서울특별시 강북구 미아동 469-47번지 (이터골길 48)
3rd row	서울특별시 강북구 수유동 320-7번지
4th row	서울특별시 강북구 미아동 320-28번지
5th row	서울특별시 강북구 미아동 318-5번지 성북프라자 107호

Value	Count	Frequency (%)
서울특별시	503	23.1%
강북구	503	23.1%
미아동	236	10.9%
수유동	182	8.4%
번동	70	3.2%
1층	17	0.8%
우이동	15	0.7%
1353번지	7	0.3%
102호	6	0.3%
상가	5	0.2%
Other values (558)	629	28.9%

Most occurring characters

Value	Count	Frequency (%)
	2109	17.6%
동	522	4.4%
북	509	4.2%
시	508	4.2%
서	505	4.2%
울	503	4.2%
구	503	4.2%
강	503	4.2%
별	503	4.2%
특	503	4.2%
Other values (97)	5324	44.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6714	56.0%
Decimal Number	2627	21.9%
Space Separator	2109	17.6%
Dash Punctuation	477	4.0%
Uppercase Letter	28	0.2%
Close Punctuation	15	0.1%
Open Punctuation	15	0.1%
Other Punctuation	5	< 0.1%
Lowercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	522	7.8%
북	509	7.6%
시	508	7.6%
서	505	7.5%
울	503	7.5%
구	503	7.5%
강	503	7.5%
별	503	7.5%
특	503	7.5%
번	496	7.4%
Other values (75)	1659	24.7%

Decimal Number

Value	Count	Frequency (%)
1	484	18.4%
2	340	12.9%
3	316	12.0%
4	293	11.2%
5	258	9.8%
7	225	8.6%
0	207	7.9%
6	191	7.3%
8	173	6.6%
9	140	5.3%

Uppercase Letter

Value	Count	Frequency (%)
B	9	32.1%
S	7	25.0%
K	7	25.0%
A	5	17.9%

Other Punctuation

Value	Count	Frequency (%)
,	4	80.0%
.	1	20.0%

Lowercase Letter

Value	Count	Frequency (%)
s	1	50.0%
k	1	50.0%

Space Separator

Value	Count	Frequency (%)
	2109	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	477	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	15	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6714	56.0%
Common	5248	43.8%
Latin	30	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	522	7.8%
북	509	7.6%
시	508	7.6%
서	505	7.5%
울	503	7.5%
구	503	7.5%
강	503	7.5%
별	503	7.5%
특	503	7.5%
번	496	7.4%
Other values (75)	1659	24.7%

Common

Value	Count	Frequency (%)
	2109	40.2%
1	484	9.2%
-	477	9.1%
2	340	6.5%
3	316	6.0%
4	293	5.6%
5	258	4.9%
7	225	4.3%
0	207	3.9%
6	191	3.6%
Other values (6)	348	6.6%

Latin

Value	Count	Frequency (%)
B	9	30.0%
S	7	23.3%
K	7	23.3%
A	5	16.7%
s	1	3.3%
k	1	3.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6714	56.0%
ASCII	5278	44.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2109	40.0%
1	484	9.2%
-	477	9.0%
2	340	6.4%
3	316	6.0%
4	293	5.6%
5	258	4.9%
7	225	4.3%
0	207	3.9%
6	191	3.6%
Other values (12)	378	7.2%

Hangul

Value	Count	Frequency (%)
동	522	7.8%
북	509	7.6%
시	508	7.6%
서	505	7.5%
울	503	7.5%
구	503	7.5%
강	503	7.5%
별	503	7.5%
특	503	7.5%
번	496	7.4%
Other values (75)	1659	24.7%

도로명주소
Text

MISSING

Distinct	269
Distinct (%)	97.1%
Missing	226
Missing (%)	44.9%
Memory size	4.1 KiB

Length

Max length	49
Median length	48
Mean length	27.490975
Min length	21

Characters and Unicode

Total characters	7615
Distinct characters	111
Distinct categories	8 ?
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	262 ?
Unique (%)	94.6%

Sample

1st row	서울특별시 강북구 삼양로24가길 3 (미아동)
2nd row	서울특별시 강북구 도봉로33길 18, 107호 (미아동, 성북프라자)
3rd row	서울특별시 강북구 월계로7길 17 (미아동)
4th row	서울특별시 강북구 도봉로10라길 10 (미아동)
5th row	서울특별시 강북구 솔샘로64길 39 (미아동)

Value	Count	Frequency (%)
서울특별시	277	18.4%
강북구	277	18.4%
미아동	117	7.8%
수유동	100	6.7%
번동	38	2.5%
1층	30	2.0%
우이동	12	0.8%
19	10	0.7%
22	8	0.5%
11	7	0.5%
Other values (367)	626	41.7%

Most occurring characters

Value	Count	Frequency (%)
	1225	16.1%
1	311	4.1%
동	294	3.9%
)	283	3.7%
(	283	3.7%
시	279	3.7%
북	279	3.7%
서	277	3.6%
로	277	3.6%
울	277	3.6%
Other values (101)	3830	50.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4426	58.1%
Decimal Number	1264	16.6%
Space Separator	1225	16.1%
Close Punctuation	283	3.7%
Open Punctuation	283	3.7%
Other Punctuation	98	1.3%
Dash Punctuation	23	0.3%
Uppercase Letter	13	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	294	6.6%
시	279	6.3%
북	279	6.3%
서	277	6.3%
로	277	6.3%
울	277	6.3%
별	277	6.3%
강	277	6.3%
구	277	6.3%
특	277	6.3%
Other values (82)	1635	36.9%

Decimal Number

Value	Count	Frequency (%)
1	311	24.6%
2	184	14.6%
3	144	11.4%
4	103	8.1%
0	103	8.1%
5	102	8.1%
7	98	7.8%
6	78	6.2%
9	74	5.9%
8	67	5.3%

Uppercase Letter

Value	Count	Frequency (%)
B	5	38.5%
K	3	23.1%
S	3	23.1%
A	2	15.4%

Space Separator

Value	Count	Frequency (%)
	1225	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	283	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	283	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	98	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4426	58.1%
Common	3176	41.7%
Latin	13	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	294	6.6%
시	279	6.3%
북	279	6.3%
서	277	6.3%
로	277	6.3%
울	277	6.3%
별	277	6.3%
강	277	6.3%
구	277	6.3%
특	277	6.3%
Other values (82)	1635	36.9%

Common

Value	Count	Frequency (%)
	1225	38.6%
1	311	9.8%
)	283	8.9%
(	283	8.9%
2	184	5.8%
3	144	4.5%
4	103	3.2%
0	103	3.2%
5	102	3.2%
7	98	3.1%
Other values (5)	340	10.7%

Latin

Value	Count	Frequency (%)
B	5	38.5%
K	3	23.1%
S	3	23.1%
A	2	15.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4426	58.1%
ASCII	3189	41.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1225	38.4%
1	311	9.8%
)	283	8.9%
(	283	8.9%
2	184	5.8%
3	144	4.5%
4	103	3.2%
0	103	3.2%
5	102	3.2%
7	98	3.1%
Other values (9)	353	11.1%

Hangul

Value	Count	Frequency (%)
동	294	6.6%
시	279	6.3%
북	279	6.3%
서	277	6.3%
로	277	6.3%
울	277	6.3%
별	277	6.3%
강	277	6.3%
구	277	6.3%
특	277	6.3%
Other values (82)	1635	36.9%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	148
Distinct (%)	54.4%
Missing	231
Missing (%)	45.9%
Infinite	0
Infinite (%)	0.0%
Mean	1116.8934

Minimum	1002
Maximum	1236
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1002
5-th percentile	1017.75
Q1	1058
median	1114.5
Q3	1172.25
95-th percentile	1219
Maximum	1236
Range	234
Interquartile range (IQR)	114.25

Descriptive statistics

Standard deviation	64.685327
Coefficient of variation (CV)	0.0579154
Kurtosis	-1.1740754
Mean	1116.8934
Median Absolute Deviation (MAD)	57
Skewness	0.050665221
Sum	303795
Variance	4184.1915
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1055	6	1.2%
1081	6	1.2%
1178	5	1.0%
1169	5	1.0%
1066	4	0.8%
1157	4	0.8%
1076	4	0.8%
1045	4	0.8%
1053	4	0.8%
1005	4	0.8%
Other values (138)	226	44.9%
(Missing)	231	45.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1002	2	0.4%
1003	1	0.2%
1004	2	0.4%
1005	4	0.8%
1006	1	0.2%
1010	2	0.4%
1014	1	0.2%
1015	1	0.2%
1020	2	0.4%
1021	1	0.2%

Value	Count	Frequency (%)
1236	1	0.2%
1235	1	0.2%
1234	2	0.4%
1233	1	0.2%
1230	2	0.4%
1229	1	0.2%
1226	1	0.2%
1225	1	0.2%
1223	1	0.2%
1222	1	0.2%

사업장명
Text

Distinct	359
Distinct (%)	71.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

Max length	16
Median length	15
Mean length	4.1928429
Min length	2

Characters and Unicode

Total characters	2109
Distinct characters	253
Distinct categories	8 ?
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	288 ?
Unique (%)	57.3%

Sample

1st row	삼양사
2nd row	백조사
3rd row	장미사
4th row	제일사
5th row	현대사

Value	Count	Frequency (%)
백양사	21	4.1%
제일사	13	2.5%
백조사	6	1.2%
현대사	6	1.2%
현대세탁소	6	1.2%
명동사	6	1.2%
금성사	5	1.0%
중앙사	5	1.0%
삼양사	5	1.0%
벽산세탁소	4	0.8%
Other values (357)	437	85.0%

Most occurring characters

Value	Count	Frequency (%)
사	263	12.5%
세	179	8.5%
탁	176	8.3%
소	101	4.8%
백	64	3.0%
성	45	2.1%
양	44	2.1%
일	40	1.9%
크	36	1.7%
대	35	1.7%
Other values (243)	1126	53.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2069	98.1%
Space Separator	11	0.5%
Decimal Number	11	0.5%
Close Punctuation	6	0.3%
Open Punctuation	6	0.3%
Uppercase Letter	4	0.2%
Dash Punctuation	1	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	263	12.7%
세	179	8.7%
탁	176	8.5%
소	101	4.9%
백	64	3.1%
성	45	2.2%
양	44	2.1%
일	40	1.9%
크	36	1.7%
대	35	1.7%
Other values (232)	1086	52.5%

Decimal Number

Value	Count	Frequency (%)
8	4	36.4%
2	3	27.3%
4	2	18.2%
1	2	18.2%

Uppercase Letter

Value	Count	Frequency (%)
K	2	50.0%
S	2	50.0%

Space Separator

Value	Count	Frequency (%)
	11	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2069	98.1%
Common	36	1.7%
Latin	4	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	263	12.7%
세	179	8.7%
탁	176	8.5%
소	101	4.9%
백	64	3.1%
성	45	2.2%
양	44	2.1%
일	40	1.9%
크	36	1.7%
대	35	1.7%
Other values (232)	1086	52.5%

Common

Value	Count	Frequency (%)
	11	30.6%
)	6	16.7%
(	6	16.7%
8	4	11.1%
2	3	8.3%
4	2	5.6%
1	2	5.6%
-	1	2.8%
.	1	2.8%

Latin

Value	Count	Frequency (%)
K	2	50.0%
S	2	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2069	98.1%
ASCII	40	1.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	263	12.7%
세	179	8.7%
탁	176	8.5%
소	101	4.9%
백	64	3.1%
성	45	2.2%
양	44	2.1%
일	40	1.9%
크	36	1.7%
대	35	1.7%
Other values (232)	1086	52.5%

ASCII

Value	Count	Frequency (%)
	11	27.5%
)	6	15.0%
(	6	15.0%
8	4	10.0%
2	3	7.5%
K	2	5.0%
S	2	5.0%
4	2	5.0%
1	2	5.0%
-	1	2.5%

최종수정일자
Date

Distinct	308
Distinct (%)	61.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Minimum	1999-01-14 00:00:00
Maximum	2024-04-30 07:47:52

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

I	410
U	93

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	U
2nd row	I
3rd row	I
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	410	81.5%
U	93	18.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	410	81.5%
u	93	18.5%

데이터갱신일자
Date

Distinct	87
Distinct (%)	17.3%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:02:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

일반세탁업	477
빨래방업	21
세탁업 기타	3
운동화전문세탁업	2

Length

Max length	8
Median length	5
Mean length	4.9761431
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	477	94.8%
빨래방업	21	4.2%
세탁업 기타	3	0.6%
운동화전문세탁업	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	477	94.3%
빨래방업	21	4.2%
세탁업	3	0.6%
기타	3	0.6%
운동화전문세탁업	2	0.4%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	410
Distinct (%)	86.5%
Missing	29
Missing (%)	5.8%
Infinite	0
Infinite (%)	0.0%
Mean	201959.52

Minimum	200623.69
Maximum	204157.84
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	200623.69
5-th percentile	201023.08
Q1	201447.68
median	201900.92
Q3	202436.22
95-th percentile	203085.26
Maximum	204157.84
Range	3534.151
Interquartile range (IQR)	988.53787

Descriptive statistics

Standard deviation	676.36958
Coefficient of variation (CV)	0.0033490354
Kurtosis	-0.15443594
Mean	201959.52
Median Absolute Deviation (MAD)	492.05142
Skewness	0.42082846
Sum	95728813
Variance	457475.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
201045.611312321	7	1.4%
201606.445832012	6	1.2%
201730.788828487	3	0.6%
201760.433753367	3	0.6%
202567.355602159	3	0.6%
201285.643558955	3	0.6%
202672.901538892	3	0.6%
201572.983515913	3	0.6%
202022.430958864	3	0.6%
202105.012427981	3	0.6%
Other values (400)	437	86.9%
(Missing)	29	5.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200623.692487553	1	0.2%
200626.320844864	1	0.2%
200644.415224027	1	0.2%
200665.844382263	1	0.2%
200697.482832695	1	0.2%
200737.896471856	1	0.2%
200748.157044965	1	0.2%
200782.752017835	2	0.4%
200838.620918829	1	0.2%
200857.414238432	1	0.2%

Value	Count	Frequency (%)
204157.843492258	1	0.2%
204089.673173372	1	0.2%
204083.177112537	1	0.2%
203932.991517795	2	0.4%
203631.978357584	1	0.2%
203627.347902029	1	0.2%
203557.454895202	2	0.4%
203368.306925527	1	0.2%
203311.703852798	1	0.2%
203297.056941693	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	410
Distinct (%)	86.5%
Missing	29
Missing (%)	5.8%
Infinite	0
Infinite (%)	0.0%
Mean	458731.61

Minimum	456528.98
Maximum	462319.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	456528.98
5-th percentile	456915.14
Q1	457769.79
median	458619.32
Q3	459684.62
95-th percentile	460505.87
Maximum	462319.7
Range	5790.7176
Interquartile range (IQR)	1914.8272

Descriptive statistics

Standard deviation	1209.3422
Coefficient of variation (CV)	0.0026362738
Kurtosis	-0.34569784
Mean	458731.61
Median Absolute Deviation (MAD)	969.28609
Skewness	0.33464711
Sum	2.1743879 × 10⁸
Variance	1462508.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
457292.961457264	7	1.4%
460001.632075829	6	1.2%
460147.541149157	3	0.6%
456845.373829971	3	0.6%
457368.453124798	3	0.6%
459085.058867574	3	0.6%
459690.910438225	3	0.6%
457576.362841212	3	0.6%
458041.360353398	3	0.6%
457098.242432148	3	0.6%
Other values (400)	437	86.9%
(Missing)	29	5.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
456528.977767312	1	0.2%
456553.934080847	1	0.2%
456586.330666247	2	0.4%
456629.812299466	1	0.2%
456646.209087973	1	0.2%
456650.873462856	1	0.2%
456695.005274783	1	0.2%
456708.188821403	1	0.2%
456743.812404766	1	0.2%
456771.532102847	1	0.2%

Value	Count	Frequency (%)
462319.695335156	1	0.2%
462265.485180691	1	0.2%
462236.627031963	1	0.2%
462160.312358665	1	0.2%
462133.582810923	1	0.2%
462072.887842384	1	0.2%
461824.130497677	1	0.2%
461812.404269483	1	0.2%
461795.889637783	1	0.2%
461719.192835803	1	0.2%

위생업태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

일반세탁업	431
<NA>	50
빨래방업	19
운동화전문세탁업	2
세탁업 기타	1

Length

Max length	8
Median length	5
Mean length	4.8767396
Min length	4

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	431	85.7%
<NA>	50	9.9%
빨래방업	19	3.8%
운동화전문세탁업	2	0.4%
세탁업 기타	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	431	85.5%
na	50	9.9%
빨래방업	19	3.8%
운동화전문세탁업	2	0.4%
세탁업	1	0.2%
기타	1	0.2%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	2.8%
Missing	288
Missing (%)	57.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.44186047

Minimum	0
Maximum	5
Zeros	182
Zeros (%)	36.2%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.1500168
Coefficient of variation (CV)	2.6026695
Kurtosis	5.0813406
Mean	0.44186047
Median Absolute Deviation (MAD)	0
Skewness	2.5345705
Sum	95
Variance	1.3225386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	182	36.2%
3	11	2.2%
4	10	2.0%
1	8	1.6%
2	2	0.4%
5	2	0.4%
(Missing)	288	57.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	182	36.2%
1	8	1.6%
2	2	0.4%
3	11	2.2%
4	10	2.0%
5	2	0.4%

Value	Count	Frequency (%)
5	2	0.4%
4	10	2.0%
3	11	2.2%
2	2	0.4%
1	8	1.6%
0	182	36.2%

건물지하층수
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	297
0	189
1	14
2	3

Length

Max length	4
Median length	4
Mean length	2.7713718
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	297	59.0%
0	189	37.6%
1	14	2.8%
2	3	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	297	59.0%
0	189	37.6%
1	14	2.8%
2	3	0.6%

사용시작지상층
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	317
0	142
1	43
2	1

Length

Max length	4
Median length	4
Mean length	2.8906561
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	317	63.0%
0	142	28.2%
1	43	8.5%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	317	63.0%
0	142	28.2%
1	43	8.5%
2	1	0.2%

사용끝지상층
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	429
1	42
0	30
2	2

Length

Max length	4
Median length	4
Mean length	3.5586481
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>	429	85.3%
1	42	8.3%
0	30	6.0%
2	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	429	85.3%
1	42	8.3%
0	30	6.0%
2	2	0.4%

사용시작지하층
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	349
0	146
1	7
2	1

Length

Max length	4
Median length	4
Mean length	3.0815109
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	349	69.4%
0	146	29.0%
1	7	1.4%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	349	69.4%
0	146	29.0%
1	7	1.4%
2	1	0.2%

사용끝지하층
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	462
0	33
1	7
2	1

Length

Max length	4
Median length	4
Mean length	3.7554672
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	462	91.8%
0	33	6.6%
1	7	1.4%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	462	91.8%
0	33	6.6%
1	7	1.4%
2	1	0.2%

한실수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	309
0	194

Length

Max length	4
Median length	4
Mean length	2.8429423
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	309	61.4%
0	194	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	309	61.4%
0	194	38.6%

양실수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	309
0	194

Length

Max length	4
Median length	4
Mean length	2.8429423
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	309	61.4%
0	194	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	309	61.4%
0	194	38.6%

욕실수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	309
0	194

Length

Max length	4
Median length	4
Mean length	2.8429423
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	309	61.4%
0	194	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	309	61.4%
0	194	38.6%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	54
Missing (%)	10.7%
Memory size	1.1 KiB

False	449
(Missing)	54

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	449	89.3%
(Missing)	54	10.7%

좌석수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	309
0	194

Length

Max length	4
Median length	4
Mean length	2.8429423
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	309	61.4%
0	194	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	309	61.4%
0	194	38.6%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	497
임대	4
자가	2

Length

Max length	4
Median length	4
Mean length	3.9761431
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>	497	98.8%
임대	4	0.8%
자가	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	497	98.8%
임대	4	0.8%
자가	2	0.4%

세탁기수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	7.4%
Missing	422
Missing (%)	83.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.2098765

Minimum	0
Maximum	5
Zeros	38
Zeros (%)	7.6%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.3667118
Coefficient of variation (CV)	1.1296292
Kurtosis	-0.45033296
Mean	1.2098765
Median Absolute Deviation (MAD)	1
Skewness	0.78400503
Sum	98
Variance	1.8679012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	38	7.6%
2	18	3.6%
1	10	2.0%
3	9	1.8%
4	5	1.0%
5	1	0.2%
(Missing)	422	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	7.6%
1	10	2.0%
2	18	3.6%
3	9	1.8%
4	5	1.0%
5	1	0.2%

Value	Count	Frequency (%)
5	1	0.2%
4	5	1.0%
3	9	1.8%
2	18	3.6%
1	10	2.0%
0	38	7.6%

여성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	474
0	29

Length

Max length	4
Median length	4
Mean length	3.8270378
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>	474	94.2%
0	29	5.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	474	94.2%
0	29	5.8%

남성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	474
0	29

Length

Max length	4
Median length	4
Mean length	3.8270378
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>	474	94.2%
0	29	5.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	474	94.2%
0	29	5.8%

회수건조수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	437
0	51
1	13
2	1
5	1

Length

Max length	4
Median length	4
Mean length	3.6063618
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	437	86.9%
0	51	10.1%
1	13	2.6%
2	1	0.2%
5	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	437	86.9%
0	51	10.1%
1	13	2.6%
2	1	0.2%
5	1	0.2%

침대수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	439
0	64

Length

Max length	4
Median length	4
Mean length	3.6182903
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>	439	87.3%
0	64	12.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	439	87.3%
0	64	12.7%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	50
Missing (%)	9.9%
Memory size	1.1 KiB

False	453
(Missing)	50

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	453	90.1%
(Missing)	50	9.9%

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	3080000	3080000-205-1987-01753	1987-07-22	<NA>	3	폐업	2	폐업	2024-04-30	<NA>	<NA>	<NA>	0209885434	11.00	142-827	서울특별시 강북구 미아동 674-21	서울특별시 강북구 삼양로24가길 3 (미아동)	1202	삼양사	2024-04-30 07:47:52	U	2023-12-05 00:02:00.0	일반세탁업	201924.308991	457234.166774	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3080000	3080000-205-1987-01754	19871012	<NA>	3	폐업	2	폐업	20111228	<NA>	<NA>	<NA>	0209811384	49.00	142805	서울특별시 강북구 미아동 469-47번지 (이터골길 48)	<NA>	<NA>	백조사	2008-01-10 14:19:59	I	2018-08-31 23:59:59.0	일반세탁업	202326.718945	456956.992584	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3080000	3080000-205-1987-01761	19870702	<NA>	3	폐업	2	폐업	19960124	<NA>	<NA>	<NA>	02 9043469	.00	142070	서울특별시 강북구 수유동 320-7번지	<NA>	<NA>	장미사	2001-09-26 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	201271.914291	460365.785605	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3080000	3080000-205-1987-01769	19870708	<NA>	3	폐업	2	폐업	20021231	<NA>	<NA>	<NA>	02 9836705	15.77	142816	서울특별시 강북구 미아동 320-28번지	<NA>	<NA>	제일사	2002-03-21 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	201937.183005	457651.770438	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3080000	3080000-205-1987-01775	19870708	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9804683	26.00	142815	서울특별시 강북구 미아동 318-5번지 성북프라자 107호	서울특별시 강북구 도봉로33길 18, 107호 (미아동, 성북프라자)	1175	현대사	2014-01-06 15:51:40	I	2018-08-31 23:59:59.0	일반세탁업	202266.448738	457691.802407	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3080000	3080000-205-1987-01776	19870722	<NA>	3	폐업	2	폐업	20190318	<NA>	<NA>	<NA>	0209892539	16.00	142804	서울특별시 강북구 미아동 45-4번지	서울특별시 강북구 월계로7길 17 (미아동)	1221	신일사	2019-03-18 14:12:19	U	2019-03-20 02:40:00.0	일반세탁업	202815.323282	456528.977767	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3080000	3080000-205-1987-01779	19870722	<NA>	3	폐업	2	폐업	20100423	<NA>	<NA>	<NA>	0209812789	31.00	142801	서울특별시 강북구 미아동 3-264번지	<NA>	<NA>	대웅세탁소	2006-08-10 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	202949.35765	457154.744565	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3080000	3080000-205-1987-01781	19870826	<NA>	3	폐업	2	폐업	20140701	<NA>	<NA>	<NA>	0209806292	12.00	142800	서울특별시 강북구 미아동 90-57번지	서울특별시 강북구 도봉로10라길 10 (미아동)	1216	일진사	2009-10-05 15:24:30	I	2018-08-31 23:59:59.0	일반세탁업	202707.446508	457014.722052	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3080000	3080000-205-1987-01782	19870715	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9886923	23.00	142805	서울특별시 강북구 미아동 460-57번지	서울특별시 강북구 솔샘로64길 39 (미아동)	1205	신성사	2004-04-08 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	202453.551683	457039.326759	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3080000	3080000-205-1987-01787	19870902	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9807830	20.46	142810	서울특별시 강북구 미아동 218-4번지	서울특별시 강북구 도봉로67길 43 (미아동)	1119	경남세탁소	2012-11-21 11:43:13	I	2018-08-31 23:59:59.0	일반세탁업	201899.678122	458610.322759	일반세탁업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	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
493	3080000	3080000-205-2018-00005	20181231	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	82.08	142876	서울특별시 강북구 수유동 167-75번지 1층	서울특별시 강북구 도봉로101길 35, 1층 (수유동)	1055	코리아세탁	2018-12-31 12:22:57	I	2019-01-02 02:20:35.0	일반세탁업	202473.343644	460146.775074	일반세탁업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	2	0	0	5	0	N
494	3080000	3080000-205-2019-00001	20190924	<NA>	3	폐업	2	폐업	20220520	<NA>	<NA>	<NA>	<NA>	20.00	142805	서울특별시 강북구 미아동 416-78 1층	서울특별시 강북구 솔샘로64나길 42, 1층 (미아동)	1204	성심사	2022-05-20 13:53:03	U	2021-12-04 22:02:00.0	일반세탁업	202171.908363	457117.235029	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
495	3080000	3080000-205-2020-00001	20200506	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	21.69	142888	서울특별시 강북구 수유동 726-2번지 1층	서울특별시 강북구 노해로27길 66, 1층 (수유동)	1045	우리신발세탁소	2020-05-06 14:53:10	I	2020-05-08 00:23:40.0	운동화전문세탁업	201783.625174	460510.614098	운동화전문세탁업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	1	0	N
496	3080000	3080000-205-2020-00002	20201022	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	25.00	142876	서울특별시 강북구 수유동 180-14	서울특별시 강북구 한천로148길 32, 1층 (수유동)	1053	충남세탁	2022-02-16 13:53:50	U	2022-02-18 02:40:00.0	일반세탁업	202141.21101	460108.378142	일반세탁업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	2	0	0	1	0	N
497	3080000	3080000-205-2021-00001	20210217	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 945 5557	.00	142060	서울특별시 강북구 번동 242-4	서울특별시 강북구 한천로105길 7, 번동1단지주공아파트상가 205호 (번동)	1230	웰빙세탁	2021-02-17 15:45:03	I	2021-02-19 00:23:01.0	일반세탁업	204083.177113	458197.619196	일반세탁업	0	0	2	2	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	1	<NA>	<NA>	1	0	N
498	3080000	3080000-205-2022-00001	20220721	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 18000184	42.09	142883	서울특별시 강북구 수유동 554-93	서울특별시 강북구 인수봉로 274-1, 1층 (수유동)	1031	주식회사 호미아	2022-07-21 15:14:38	I	2021-12-06 22:03:00.0	세탁업 기타	200914.734029	460099.328199	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
499	3080000	3080000-205-2023-00001	2023-07-06	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	65.36	142-885	서울특별시 강북구 수유동 434-10 1층 101호	서울특별시 강북구 인수봉로57길 7, 1층 101호 (수유동)	1023	유모차카시트세탁뽀송강북점	2023-07-06 16:26:56	I	2022-12-07 00:08:00.0	세탁업 기타	201028.204061	459423.354761	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
500	3080000	3080000-205-2023-00002	2023-08-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	30.00	142-812	서울특별시 강북구 미아동 302-35 1층	서울특별시 강북구 도봉로49길 50, 1층 (미아동)	1169	하얀사	2023-08-25 11:03:42	I	2022-12-07 22:07:00.0	일반세탁업	202022.430959	458041.360353	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
501	3080000	3080000-205-2024-00001	2024-02-02	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	36.00	142-871	서울특별시 강북구 우이동 41-9 1층	서울특별시 강북구 삼양로 625-1, 1층 (우이동)	1004	퍼시픽크린	2024-02-02 14:35:33	I	2023-12-02 00:04:00.0	일반세탁업	201134.577942	461824.130498	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
502	3080000	3080000-205-2024-00002	2024-03-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.00	142-809	서울특별시 강북구 미아동 134-47 1층	서울특별시 강북구 도봉로30길 22, 1층 (미아동)	1161	조광세탁소	2024-03-28 11:59:54	I	2023-12-02 21:00:00.0	일반세탁업	202551.565409	457634.010974	<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

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

Lowercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block