gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	664
Missing cells	6459
Missing cells (%)	20.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	262.1 KiB
Average record size in memory	404.2 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	광진구
URL	https://data.seoul.go.kr/dataList/OA-17956/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (83.7%)	Imbalance
`위생업태명` is highly imbalanced (73.4%)	Imbalance
`사용끝지상층` is highly imbalanced (57.2%)	Imbalance
`사용끝지하층` is highly imbalanced (80.6%)	Imbalance
`건물소유구분명` is highly imbalanced (81.4%)	Imbalance
`여성종사자수` is highly imbalanced (71.1%)	Imbalance
`남성종사자수` is highly imbalanced (75.1%)	Imbalance
`회수건조수` is highly imbalanced (66.1%)	Imbalance
`인허가취소일자` has 664 (100.0%) missing values	Missing
`폐업일자` has 162 (24.4%) missing values	Missing
`휴업시작일자` has 664 (100.0%) missing values	Missing
`휴업종료일자` has 664 (100.0%) missing values	Missing
`재개업일자` has 664 (100.0%) missing values	Missing
`전화번호` has 62 (9.3%) missing values	Missing
`도로명주소` has 280 (42.2%) missing values	Missing
`도로명우편번호` has 287 (43.2%) missing values	Missing
`좌표정보(X)` has 16 (2.4%) missing values	Missing
`좌표정보(Y)` has 16 (2.4%) missing values	Missing
`건물지상층수` has 356 (53.6%) missing values	Missing
`발한실여부` has 44 (6.6%) missing values	Missing
`조건부허가신고사유` has 664 (100.0%) missing values	Missing
`조건부허가시작일자` has 664 (100.0%) missing values	Missing
`조건부허가종료일자` has 664 (100.0%) missing values	Missing
`세탁기수` has 548 (82.5%) missing values	Missing
`다중이용업소여부` has 40 (6.0%) 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 203 (30.6%) zeros	Zeros
`세탁기수` has 40 (6.0%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:36:56.130246
Analysis finished	2024-05-11 05:36:57.375257
Duration	1.25 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	5.3 KiB

3040000	664

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3040000
2nd row	3040000
3rd row	3040000
4th row	3040000
5th row	3040000

Common Values

Value	Count	Frequency (%)
3040000	664	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3040000	664	100.0%

관리번호
Text

UNIQUE

Distinct	664
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

Length

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

Characters and Unicode

Total characters	14608
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	664 ?
Unique (%)	100.0%

Sample

1st row	3040000-205-1987-01502
2nd row	3040000-205-1987-01512
3rd row	3040000-205-1987-01514
4th row	3040000-205-1987-01515
5th row	3040000-205-1987-01516

Value	Count	Frequency (%)
3040000-205-1987-01502	1	0.2%
3040000-205-2003-00011	1	0.2%
3040000-205-2003-00013	1	0.2%
3040000-205-2003-00014	1	0.2%
3040000-205-2003-00015	1	0.2%
3040000-205-2003-00016	1	0.2%
3040000-205-2003-00017	1	0.2%
3040000-205-2003-00018	1	0.2%
3040000-205-2003-00019	1	0.2%
3040000-205-2003-00020	1	0.2%
Other values (654)	654	98.5%

Most occurring characters

Value	Count	Frequency (%)
0	5839	40.0%
-	1992	13.6%
2	1109	7.6%
1	1097	7.5%
5	928	6.4%
3	889	6.1%
4	835	5.7%
9	767	5.3%
8	505	3.5%
7	376	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12616	86.4%
Dash Punctuation	1992	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5839	46.3%
2	1109	8.8%
1	1097	8.7%
5	928	7.4%
3	889	7.0%
4	835	6.6%
9	767	6.1%
8	505	4.0%
7	376	3.0%
6	271	2.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1992	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14608	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5839	40.0%
-	1992	13.6%
2	1109	7.6%
1	1097	7.5%
5	928	6.4%
3	889	6.1%
4	835	5.7%
9	767	5.3%
8	505	3.5%
7	376	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14608	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5839	40.0%
-	1992	13.6%
2	1109	7.6%
1	1097	7.5%
5	928	6.4%
3	889	6.1%
4	835	5.7%
9	767	5.3%
8	505	3.5%
7	376	2.6%

인허가일자
Date

Distinct	407
Distinct (%)	61.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

Minimum	1987-01-12 00:00:00
Maximum	2024-03-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	664
Missing (%)	100.0%
Memory size	6.0 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

3	502
1	162

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	502	75.6%
1	162	24.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	502	75.6%
1	162	24.4%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

폐업	502
영업/정상	162

Length

Max length	5
Median length	2
Mean length	2.7319277
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	502	75.6%
영업/정상	162	24.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	502	75.6%
영업/정상	162	24.4%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

2	502
1	162

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	502	75.6%
1	162	24.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	502	75.6%
1	162	24.4%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

폐업	502
영업	162

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	502	75.6%
영업	162	24.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	502	75.6%
영업	162	24.4%

폐업일자
Date

MISSING

Distinct	366
Distinct (%)	72.9%
Missing	162
Missing (%)	24.4%
Memory size	5.3 KiB

Minimum	1988-02-16 00:00:00
Maximum	2023-12-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	664
Missing (%)	100.0%
Memory size	6.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	664
Missing (%)	100.0%
Memory size	6.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	664
Missing (%)	100.0%
Memory size	6.0 KiB

전화번호
Text

MISSING

Distinct	531
Distinct (%)	88.2%
Missing	62
Missing (%)	9.3%
Memory size	5.3 KiB

Length

Max length	12
Median length	10
Mean length	10.142857
Min length	6

Characters and Unicode

Total characters	6106
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	479 ?
Unique (%)	79.6%

Sample

1st row	02 4662468
2nd row	02 4448620
3rd row	02 4448250
4th row	02 4460680
5th row	02 4476143

Value	Count	Frequency (%)
02	562	45.7%
0	16	1.3%
454	8	0.7%
447	7	0.6%
467	6	0.5%
456	5	0.4%
453	5	0.4%
457	5	0.4%
444	4	0.3%
458	4	0.3%
Other values (545)	608	49.4%

Most occurring characters

Value	Count	Frequency (%)
4	1005	16.5%
2	940	15.4%
0	862	14.1%
	741	12.1%
6	508	8.3%
5	481	7.9%
7	354	5.8%
3	338	5.5%
8	315	5.2%
9	288	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5365	87.9%
Space Separator	741	12.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	1005	18.7%
2	940	17.5%
0	862	16.1%
6	508	9.5%
5	481	9.0%
7	354	6.6%
3	338	6.3%
8	315	5.9%
9	288	5.4%
1	274	5.1%

Space Separator

Value	Count	Frequency (%)
	741	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6106	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	1005	16.5%
2	940	15.4%
0	862	14.1%
	741	12.1%
6	508	8.3%
5	481	7.9%
7	354	5.8%
3	338	5.5%
8	315	5.2%
9	288	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6106	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	1005	16.5%
2	940	15.4%
0	862	14.1%
	741	12.1%
6	508	8.3%
5	481	7.9%
7	354	5.8%
3	338	5.5%
8	315	5.2%
9	288	4.7%

소재지면적
Text

Distinct	307
Distinct (%)	46.2%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

Length

Max length	8
Median length	5
Mean length	4.5316265
Min length	3

Characters and Unicode

Total characters	3009
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	244 ?
Unique (%)	36.7%

Sample

1st row	23.40
2nd row	14.40
3rd row	20.40
4th row	11.70
5th row	11.00

Value	Count	Frequency (%)
00	176	26.5%
33.00	19	2.9%
24.00	13	2.0%
26.40	12	1.8%
20.00	12	1.8%
25.00	11	1.7%
30.00	9	1.4%
23.10	9	1.4%
19.80	8	1.2%
29.70	6	0.9%
Other values (297)	389	58.6%

Most occurring characters

Value	Count	Frequency (%)
0	895	29.7%
.	664	22.1%
2	273	9.1%
1	232	7.7%
3	212	7.0%
4	165	5.5%
5	154	5.1%
8	117	3.9%
6	108	3.6%
7	96	3.2%
Other values (2)	93	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2344	77.9%
Other Punctuation	665	22.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	895	38.2%
2	273	11.6%
1	232	9.9%
3	212	9.0%
4	165	7.0%
5	154	6.6%
8	117	5.0%
6	108	4.6%
7	96	4.1%
9	92	3.9%

Other Punctuation

Value	Count	Frequency (%)
.	664	99.8%
,	1	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	3009	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	895	29.7%
.	664	22.1%
2	273	9.1%
1	232	7.7%
3	212	7.0%
4	165	5.5%
5	154	5.1%
8	117	3.9%
6	108	3.6%
7	96	3.2%
Other values (2)	93	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3009	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	895	29.7%
.	664	22.1%
2	273	9.1%
1	232	7.7%
3	212	7.0%
4	165	5.5%
5	154	5.1%
8	117	3.9%
6	108	3.6%
7	96	3.2%
Other values (2)	93	3.1%

소재지우편번호
Text

Distinct	118
Distinct (%)	17.8%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

Length

Max length	7
Median length	6
Mean length	6.0331325
Min length	6

Characters and Unicode

Total characters	4006
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	35 ?
Unique (%)	5.3%

Sample

1st row	143840
2nd row	143806
3rd row	143835
4th row	143817
5th row	143816

Value	Count	Frequency (%)
143865	20	3.0%
143888	18	2.7%
143887	18	2.7%
143842	15	2.3%
143914	15	2.3%
143915	15	2.3%
143866	15	2.3%
143837	15	2.3%
143916	15	2.3%
143822	14	2.1%
Other values (108)	504	75.9%

Most occurring characters

Value	Count	Frequency (%)
1	827	20.6%
4	799	19.9%
3	787	19.6%
8	635	15.9%
9	233	5.8%
2	160	4.0%
6	153	3.8%
0	135	3.4%
7	132	3.3%
5	123	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3984	99.5%
Dash Punctuation	22	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	827	20.8%
4	799	20.1%
3	787	19.8%
8	635	15.9%
9	233	5.8%
2	160	4.0%
6	153	3.8%
0	135	3.4%
7	132	3.3%
5	123	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4006	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	827	20.6%
4	799	19.9%
3	787	19.6%
8	635	15.9%
9	233	5.8%
2	160	4.0%
6	153	3.8%
0	135	3.4%
7	132	3.3%
5	123	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4006	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	827	20.6%
4	799	19.9%
3	787	19.6%
8	635	15.9%
9	233	5.8%
2	160	4.0%
6	153	3.8%
0	135	3.4%
7	132	3.3%
5	123	3.1%

지번주소
Text

Distinct	620
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

Length

Max length	40
Median length	38
Mean length	22.923193
Min length	16

Characters and Unicode

Total characters	15221
Distinct characters	99
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	583 ?
Unique (%)	87.8%

Sample

1st row	서울특별시 광진구 군자동 371-4번지
2nd row	서울특별시 광진구 광장동 272-4번지
3rd row	서울특별시 광진구 구의동 636-5번지
4th row	서울특별시 광진구 구의동 33-12번지
5th row	서울특별시 광진구 구의동 30-15번지

Value	Count	Frequency (%)
서울특별시	664	23.4%
광진구	664	23.4%
자양동	210	7.4%
중곡동	159	5.6%
구의동	127	4.5%
1층	65	2.3%
화양동	61	2.2%
군자동	57	2.0%
광장동	32	1.1%
능동	18	0.6%
Other values (676)	779	27.5%

Most occurring characters

Value	Count	Frequency (%)
	2781	18.3%
구	791	5.2%
광	701	4.6%
동	676	4.4%
시	665	4.4%
진	665	4.4%
서	664	4.4%
특	664	4.4%
별	664	4.4%
울	664	4.4%
Other values (89)	6286	41.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8675	57.0%
Decimal Number	3057	20.1%
Space Separator	2781	18.3%
Dash Punctuation	633	4.2%
Open Punctuation	30	0.2%
Close Punctuation	30	0.2%
Uppercase Letter	11	0.1%
Other Punctuation	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	791	9.1%
광	701	8.1%
동	676	7.8%
시	665	7.7%
진	665	7.7%
서	664	7.7%
특	664	7.7%
별	664	7.7%
울	664	7.7%
지	501	5.8%
Other values (68)	2020	23.3%

Decimal Number

Value	Count	Frequency (%)
1	578	18.9%
2	479	15.7%
3	334	10.9%
4	326	10.7%
5	299	9.8%
6	286	9.4%
0	221	7.2%
7	206	6.7%
8	165	5.4%
9	163	5.3%

Uppercase Letter

Value	Count	Frequency (%)
A	6	54.5%
F	2	18.2%
P	1	9.1%
T	1	9.1%
B	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
,	3	75.0%
.	1	25.0%

Space Separator

Value	Count	Frequency (%)
	2781	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	633	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	30	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	30	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8675	57.0%
Common	6535	42.9%
Latin	11	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	791	9.1%
광	701	8.1%
동	676	7.8%
시	665	7.7%
진	665	7.7%
서	664	7.7%
특	664	7.7%
별	664	7.7%
울	664	7.7%
지	501	5.8%
Other values (68)	2020	23.3%

Common

Value	Count	Frequency (%)
	2781	42.6%
-	633	9.7%
1	578	8.8%
2	479	7.3%
3	334	5.1%
4	326	5.0%
5	299	4.6%
6	286	4.4%
0	221	3.4%
7	206	3.2%
Other values (6)	392	6.0%

Latin

Value	Count	Frequency (%)
A	6	54.5%
F	2	18.2%
P	1	9.1%
T	1	9.1%
B	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8675	57.0%
ASCII	6546	43.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2781	42.5%
-	633	9.7%
1	578	8.8%
2	479	7.3%
3	334	5.1%
4	326	5.0%
5	299	4.6%
6	286	4.4%
0	221	3.4%
7	206	3.1%
Other values (11)	403	6.2%

Hangul

Value	Count	Frequency (%)
구	791	9.1%
광	701	8.1%
동	676	7.8%
시	665	7.7%
진	665	7.7%
서	664	7.7%
특	664	7.7%
별	664	7.7%
울	664	7.7%
지	501	5.8%
Other values (68)	2020	23.3%

도로명주소
Text

MISSING

Distinct	368
Distinct (%)	95.8%
Missing	280
Missing (%)	42.2%
Memory size	5.3 KiB

Length

Max length	53
Median length	48
Mean length	28.127604
Min length	22

Characters and Unicode

Total characters	10801
Distinct characters	124
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	353 ?
Unique (%)	91.9%

Sample

1st row	서울특별시 광진구 광나루로17길 14-5 (군자동)
2nd row	서울특별시 광진구 자양로32길 84 (구의동)
3rd row	서울특별시 광진구 광나루로40길 34, 1층 (구의동)
4th row	서울특별시 광진구 구의로 67 (구의동)
5th row	서울특별시 광진구 자양로18길 67 (구의동)

Value	Count	Frequency (%)
서울특별시	384	18.2%
광진구	384	18.2%
자양동	100	4.7%
중곡동	92	4.4%
1층	77	3.6%
구의동	71	3.4%
군자동	29	1.4%
화양동	28	1.3%
광장동	16	0.8%
군자로	13	0.6%
Other values (439)	918	43.5%

Most occurring characters

Value	Count	Frequency (%)
	1728	16.0%
동	493	4.6%
구	478	4.4%
광	433	4.0%
1	420	3.9%
(	409	3.8%
)	409	3.8%
로	388	3.6%
진	387	3.6%
시	385	3.6%
Other values (114)	5271	48.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6349	58.8%
Space Separator	1728	16.0%
Decimal Number	1691	15.7%
Open Punctuation	409	3.8%
Close Punctuation	409	3.8%
Other Punctuation	178	1.6%
Dash Punctuation	35	0.3%
Uppercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	493	7.8%
구	478	7.5%
광	433	6.8%
로	388	6.1%
진	387	6.1%
시	385	6.1%
서	384	6.0%
울	384	6.0%
별	384	6.0%
특	384	6.0%
Other values (98)	2249	35.4%

Decimal Number

Value	Count	Frequency (%)
1	420	24.8%
2	211	12.5%
3	207	12.2%
5	157	9.3%
4	151	8.9%
0	137	8.1%
6	134	7.9%
8	101	6.0%
7	100	5.9%
9	73	4.3%

Space Separator

Value	Count	Frequency (%)
	1728	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	409	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	409	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	178	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	35	100.0%

Uppercase Letter

Value	Count	Frequency (%)
B	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6349	58.8%
Common	4450	41.2%
Latin	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	493	7.8%
구	478	7.5%
광	433	6.8%
로	388	6.1%
진	387	6.1%
시	385	6.1%
서	384	6.0%
울	384	6.0%
별	384	6.0%
특	384	6.0%
Other values (98)	2249	35.4%

Common

Value	Count	Frequency (%)
	1728	38.8%
1	420	9.4%
(	409	9.2%
)	409	9.2%
2	211	4.7%
3	207	4.7%
,	178	4.0%
5	157	3.5%
4	151	3.4%
0	137	3.1%
Other values (5)	443	10.0%

Latin

Value	Count	Frequency (%)
B	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6349	58.8%
ASCII	4452	41.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1728	38.8%
1	420	9.4%
(	409	9.2%
)	409	9.2%
2	211	4.7%
3	207	4.6%
,	178	4.0%
5	157	3.5%
4	151	3.4%
0	137	3.1%
Other values (6)	445	10.0%

Hangul

Value	Count	Frequency (%)
동	493	7.8%
구	478	7.5%
광	433	6.8%
로	388	6.1%
진	387	6.1%
시	385	6.1%
서	384	6.0%
울	384	6.0%
별	384	6.0%
특	384	6.0%
Other values (98)	2249	35.4%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	161
Distinct (%)	42.7%
Missing	287
Missing (%)	43.2%
Infinite	0
Infinite (%)	0.0%
Mean	5007.626

Minimum	4901
Maximum	5119
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.0 KiB

Quantile statistics

Minimum	4901
5-th percentile	4906.8
Q1	4949
median	5008
Q3	5062
95-th percentile	5105
Maximum	5119
Range	218
Interquartile range (IQR)	113

Descriptive statistics

Standard deviation	64.464535
Coefficient of variation (CV)	0.012873273
Kurtosis	-1.1694118
Mean	5007.626
Median Absolute Deviation (MAD)	57
Skewness	-0.017500036
Sum	1887875
Variance	4155.6762
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5015	7	1.1%
4945	6	0.9%
5066	6	0.9%
5099	6	0.9%
4986	6	0.9%
4903	6	0.9%
5098	6	0.9%
5041	6	0.9%
4974	5	0.8%
5101	5	0.8%
Other values (151)	318	47.9%
(Missing)	287	43.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4901	1	0.2%
4902	5	0.8%
4903	6	0.9%
4904	3	0.5%
4905	3	0.5%
4906	1	0.2%
4907	2	0.3%
4908	4	0.6%
4909	1	0.2%
4910	1	0.2%

Value	Count	Frequency (%)
5119	2	0.3%
5118	1	0.2%
5117	1	0.2%
5116	4	0.6%
5115	2	0.3%
5112	3	0.5%
5108	2	0.3%
5106	3	0.5%
5105	3	0.5%
5103	1	0.2%

사업장명
Text

Distinct	469
Distinct (%)	70.6%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

Length

Max length	19
Median length	16
Mean length	4.4563253
Min length	1

Characters and Unicode

Total characters	2959
Distinct characters	278
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	376 ?
Unique (%)	56.6%

Sample

1st row	수도사
2nd row	백영사
3rd row	대성사
4th row	명문사
5th row	보들세탁

Value	Count	Frequency (%)
현대세탁소	16	2.3%
현대사	16	2.3%
세탁소	12	1.7%
백양사	10	1.4%
그린세탁소	8	1.1%
백양세탁소	8	1.1%
중앙사	6	0.9%
제일사	6	0.9%
백조사	6	0.9%
빨래방	6	0.9%
Other values (471)	609	86.6%

Most occurring characters

Value	Count	Frequency (%)
사	270	9.1%
세	248	8.4%
탁	246	8.3%
소	162	5.5%
대	87	2.9%
백	73	2.5%
빨	67	2.3%
양	67	2.3%
래	65	2.2%
방	64	2.2%
Other values (268)	1610	54.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2862	96.7%
Space Separator	40	1.4%
Uppercase Letter	15	0.5%
Decimal Number	14	0.5%
Open Punctuation	9	0.3%
Close Punctuation	9	0.3%
Lowercase Letter	8	0.3%
Dash Punctuation	1	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	270	9.4%
세	248	8.7%
탁	246	8.6%
소	162	5.7%
대	87	3.0%
백	73	2.6%
빨	67	2.3%
양	67	2.3%
래	65	2.3%
방	64	2.2%
Other values (245)	1513	52.9%

Uppercase Letter

Value	Count	Frequency (%)
F	3	20.0%
C	3	20.0%
S	2	13.3%
L	1	6.7%
A	1	6.7%
N	1	6.7%
E	1	6.7%
V	1	6.7%
I	1	6.7%
P	1	6.7%

Lowercase Letter

Value	Count	Frequency (%)
c	2	25.0%
e	2	25.0%
n	1	12.5%
a	1	12.5%
l	1	12.5%
i	1	12.5%

Decimal Number

Value	Count	Frequency (%)
2	8	57.1%
4	6	42.9%

Space Separator

Value	Count	Frequency (%)
	40	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9	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	2860	96.7%
Common	74	2.5%
Latin	23	0.8%
Han	2	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	270	9.4%
세	248	8.7%
탁	246	8.6%
소	162	5.7%
대	87	3.0%
백	73	2.6%
빨	67	2.3%
양	67	2.3%
래	65	2.3%
방	64	2.2%
Other values (243)	1511	52.8%

Latin

Value	Count	Frequency (%)
F	3	13.0%
C	3	13.0%
S	2	8.7%
c	2	8.7%
e	2	8.7%
L	1	4.3%
A	1	4.3%
n	1	4.3%
a	1	4.3%
l	1	4.3%
Other values (6)	6	26.1%

Common

Value	Count	Frequency (%)
	40	54.1%
(	9	12.2%
)	9	12.2%
2	8	10.8%
4	6	8.1%
-	1	1.4%
.	1	1.4%

Han

Value	Count	Frequency (%)
州	1	50.0%
五	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2860	96.7%
ASCII	97	3.3%
CJK	2	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	270	9.4%
세	248	8.7%
탁	246	8.6%
소	162	5.7%
대	87	3.0%
백	73	2.6%
빨	67	2.3%
양	67	2.3%
래	65	2.3%
방	64	2.2%
Other values (243)	1511	52.8%

ASCII

Value	Count	Frequency (%)
	40	41.2%
(	9	9.3%
)	9	9.3%
2	8	8.2%
4	6	6.2%
F	3	3.1%
C	3	3.1%
S	2	2.1%
c	2	2.1%
e	2	2.1%
Other values (13)	13	13.4%

CJK

Value	Count	Frequency (%)
州	1	50.0%
五	1	50.0%

최종수정일자
Date

Distinct	437
Distinct (%)	65.8%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

Minimum	1999-02-03 00:00:00
Maximum	2024-03-05 16:20:36

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

I	451
U	213

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	451	67.9%
U	213	32.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	451	67.9%
u	213	32.1%

데이터갱신일자
Date

Distinct	127
Distinct (%)	19.1%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-03 00:07:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

일반세탁업	633
빨래방업	18
운동화전문세탁업	12
세탁업 기타	1

Length

Max length	8
Median length	5
Mean length	5.0286145
Min length	4

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	633	95.3%
빨래방업	18	2.7%
운동화전문세탁업	12	1.8%
세탁업 기타	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	633	95.2%
빨래방업	18	2.7%
운동화전문세탁업	12	1.8%
세탁업	1	0.2%
기타	1	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	535
Distinct (%)	82.6%
Missing	16
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	207107.85

Minimum	205275.89
Maximum	209551.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.0 KiB

Quantile statistics

Minimum	205275.89
5-th percentile	205743.27
Q1	206422.43
median	207125.91
Q3	207769.1
95-th percentile	208558.29
Maximum	209551.05
Range	4275.1617
Interquartile range (IQR)	1346.6737

Descriptive statistics

Standard deviation	887.24428
Coefficient of variation (CV)	0.0042839722
Kurtosis	-0.29884666
Mean	207107.85
Median Absolute Deviation (MAD)	669.1414
Skewness	0.23578825
Sum	1.3420589 × 10⁸
Variance	787202.42
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
208644.819209521	5	0.8%
209551.051963422	4	0.6%
207150.073653666	4	0.6%
207306.382464524	4	0.6%
208020.871131573	4	0.6%
205766.923712371	4	0.6%
208558.286631653	4	0.6%
208072.562115189	4	0.6%
206509.370227697	3	0.5%
207331.534670858	3	0.5%
Other values (525)	609	91.7%
(Missing)	16	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
205275.890261202	1	0.2%
205339.579978572	1	0.2%
205346.565381464	1	0.2%
205366.118854171	1	0.2%
205383.614414329	1	0.2%
205474.021736376	2	0.3%
205475.031292954	2	0.3%
205496.064969509	1	0.2%
205498.511213927	1	0.2%
205505.528803012	1	0.2%

Value	Count	Frequency (%)
209551.051963422	4	0.6%
209523.395129627	2	0.3%
209433.056005011	1	0.2%
209416.956231521	1	0.2%
209410.516401176	1	0.2%
209390.460834219	1	0.2%
209345.941766315	1	0.2%
209237.010976216	1	0.2%
209175.614022905	1	0.2%
209138.04726487	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	535
Distinct (%)	82.6%
Missing	16
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	449355.44

Minimum	447331.9
Maximum	452124.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.0 KiB

Quantile statistics

Minimum	447331.9
5-th percentile	447619.59
Q1	448321.01
median	449169.6
Q3	450397.74
95-th percentile	451573.11
Maximum	452124.25
Range	4792.3463
Interquartile range (IQR)	2076.7322

Descriptive statistics

Standard deviation	1255.6989
Coefficient of variation (CV)	0.0027944446
Kurtosis	-0.96225468
Mean	449355.44
Median Absolute Deviation (MAD)	1058.6651
Skewness	0.3257293
Sum	2.9118233 × 10⁸
Variance	1576779.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
448711.725750126	5	0.8%
449715.700452182	4	0.6%
451988.229220642	4	0.6%
447374.008518853	4	0.6%
448578.828510777	4	0.6%
448521.355284197	4	0.6%
448353.905156369	4	0.6%
447904.856376524	4	0.6%
450371.529121582	3	0.5%
449052.586544458	3	0.5%
Other values (525)	609	91.7%
(Missing)	16	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
447331.904249819	2	0.3%
447374.008518853	4	0.6%
447375.994047199	1	0.2%
447434.777242906	2	0.3%
447452.653781347	1	0.2%
447456.019020609	1	0.2%
447456.62489213	1	0.2%
447464.440447288	1	0.2%
447472.327838321	1	0.2%
447473.715631334	2	0.3%

Value	Count	Frequency (%)
452124.250520928	1	0.2%
452093.521893286	1	0.2%
452081.627702376	1	0.2%
452044.630941699	1	0.2%
452040.483594359	1	0.2%
452036.093818641	1	0.2%
452022.249976971	1	0.2%
452011.489289509	1	0.2%
452010.46831334	1	0.2%
451999.598596272	1	0.2%

위생업태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

일반세탁업	597
<NA>	40
빨래방업	16
운동화전문세탁업	10
세탁업 기타	1

Length

Max length	8
Median length	5
Mean length	4.9623494
Min length	4

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	597	89.9%
<NA>	40	6.0%
빨래방업	16	2.4%
운동화전문세탁업	10	1.5%
세탁업 기타	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	597	89.8%
na	40	6.0%
빨래방업	16	2.4%
운동화전문세탁업	10	1.5%
세탁업	1	0.2%
기타	1	0.2%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	2.3%
Missing	356
Missing (%)	53.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.0357143

Minimum	0
Maximum	12
Zeros	203
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	6.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	4
Maximum	12
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.6743
Coefficient of variation (CV)	1.6165655
Kurtosis	5.0234533
Mean	1.0357143
Median Absolute Deviation (MAD)	0
Skewness	1.7915992
Sum	319
Variance	2.8032806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	203	30.6%
4	38	5.7%
3	29	4.4%
1	18	2.7%
2	15	2.3%
5	4	0.6%
12	1	0.2%
(Missing)	356	53.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	203	30.6%
1	18	2.7%
2	15	2.3%
3	29	4.4%
4	38	5.7%
5	4	0.6%
12	1	0.2%

Value	Count	Frequency (%)
12	1	0.2%
5	4	0.6%
4	38	5.7%
3	29	4.4%
2	15	2.3%
1	18	2.7%
0	203	30.6%

건물지하층수
Categorical

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	400
0	230
1	33
2	1

Length

Max length	4
Median length	4
Mean length	2.8072289
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	400	60.2%
0	230	34.6%
1	33	5.0%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	400	60.2%
0	230	34.6%
1	33	5.0%
2	1	0.2%

사용시작지상층
Categorical

Distinct	5
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	378
0	149
1	128
2	8
3	1

Length

Max length	4
Median length	4
Mean length	2.7078313
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	378	56.9%
0	149	22.4%
1	128	19.3%
2	8	1.2%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	378	56.9%
0	149	22.4%
1	128	19.3%
2	8	1.2%
3	1	0.2%

사용끝지상층
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	541
1	98
0	19
2	6

Length

Max length	4
Median length	4
Mean length	3.4442771
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>	541	81.5%
1	98	14.8%
0	19	2.9%
2	6	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	541	81.5%
1	98	14.8%
0	19	2.9%
2	6	0.9%

사용시작지하층
Categorical

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	499
0	163
1	2

Length

Max length	4
Median length	4
Mean length	3.2545181
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	499	75.2%
0	163	24.5%
1	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	499	75.2%
0	163	24.5%
1	2	0.3%

사용끝지하층
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	630
0	32
1	2

Length

Max length	4
Median length	4
Mean length	3.8463855
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>	630	94.9%
0	32	4.8%
1	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	630	94.9%
0	32	4.8%
1	2	0.3%

한실수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	418
0	246

Length

Max length	4
Median length	4
Mean length	2.8885542
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	63.0%
0	246	37.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	63.0%
0	246	37.0%

양실수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	418
0	246

Length

Max length	4
Median length	4
Mean length	2.8885542
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	63.0%
0	246	37.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	63.0%
0	246	37.0%

욕실수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	418
0	246

Length

Max length	4
Median length	4
Mean length	2.8885542
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	63.0%
0	246	37.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	63.0%
0	246	37.0%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	44
Missing (%)	6.6%
Memory size	1.4 KiB

False	620
(Missing)	44

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	620	93.4%
(Missing)	44	6.6%

좌석수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	418
0	246

Length

Max length	4
Median length	4
Mean length	2.8885542
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	63.0%
0	246	37.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	63.0%
0	246	37.0%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	664
Missing (%)	100.0%
Memory size	6.0 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	664
Missing (%)	100.0%
Memory size	6.0 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	664
Missing (%)	100.0%
Memory size	6.0 KiB

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	632
임대	30
자가	2

Length

Max length	4
Median length	4
Mean length	3.9036145
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>	632	95.2%
임대	30	4.5%
자가	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	632	95.2%
임대	30	4.5%
자가	2	0.3%

세탁기수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	6.0%
Missing	548
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.3189655

Minimum	0
Maximum	8
Zeros	40
Zeros (%)	6.0%
Negative	0
Negative (%)	0.0%
Memory size	6.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	8
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4240123
Coefficient of variation (CV)	1.0796433
Kurtosis	3.3783424
Mean	1.3189655
Median Absolute Deviation (MAD)	1
Skewness	1.4955919
Sum	153
Variance	2.0278111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	40	6.0%
1	36	5.4%
2	18	2.7%
3	13	2.0%
4	6	0.9%
5	2	0.3%
8	1	0.2%
(Missing)	548	82.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	6.0%
1	36	5.4%
2	18	2.7%
3	13	2.0%
4	6	0.9%
5	2	0.3%
8	1	0.2%

Value	Count	Frequency (%)
8	1	0.2%
5	2	0.3%
4	6	0.9%
3	13	2.0%
2	18	2.7%
1	36	5.4%
0	40	6.0%

여성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	609
0	48
1	7

Length

Max length	4
Median length	4
Mean length	3.751506
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>	609	91.7%
0	48	7.2%
1	7	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	609	91.7%
0	48	7.2%
1	7	1.1%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	609
0	36
1	18
3	1

Length

Max length	4
Median length	4
Mean length	3.751506
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>	609	91.7%
0	36	5.4%
1	18	2.7%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	609	91.7%
0	36	5.4%
1	18	2.7%
3	1	0.2%

회수건조수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	556
0	62
1	35
3	7
2	3

Length

Max length	4
Median length	4
Mean length	3.5120482
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>	556	83.7%
0	62	9.3%
1	35	5.3%
3	7	1.1%
2	3	0.5%
4	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	556	83.7%
0	62	9.3%
1	35	5.3%
3	7	1.1%
2	3	0.5%
4	1	0.2%

침대수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

<NA>	560
0	104

Length

Max length	4
Median length	4
Mean length	3.5301205
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>	560	84.3%
0	104	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	560	84.3%
0	104	15.7%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	40
Missing (%)	6.0%
Memory size	1.4 KiB

False	624
(Missing)	40

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	624	94.0%
(Missing)	40	6.0%

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	3040000	3040000-205-1987-01502	19870824	<NA>	3	폐업	2	폐업	20181203	<NA>	<NA>	<NA>	02 4662468	23.40	143840	서울특별시 광진구 군자동 371-4번지	서울특별시 광진구 광나루로17길 14-5 (군자동)	5005	수도사	2018-12-03 11:39:03	U	2018-12-05 02:40:00.0	일반세탁업	206360.503935	449574.218837	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3040000	3040000-205-1987-01512	19870630	<NA>	3	폐업	2	폐업	20071112	<NA>	<NA>	<NA>	02 4448620	14.40	143806	서울특별시 광진구 광장동 272-4번지	<NA>	<NA>	백영사	2003-03-10 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	209237.010976	449506.881867	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3040000	3040000-205-1987-01514	19870630	<NA>	3	폐업	2	폐업	20020527	<NA>	<NA>	<NA>	02 4448250	20.40	143835	서울특별시 광진구 구의동 636-5번지	<NA>	<NA>	대성사	2002-07-15 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	207287.674444	449019.590976	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3040000	3040000-205-1987-01515	19870715	<NA>	3	폐업	2	폐업	20060516	<NA>	<NA>	<NA>	02 4460680	11.70	143817	서울특별시 광진구 구의동 33-12번지	<NA>	<NA>	명문사	2002-04-15 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	208296.153607	450005.759785	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3040000	3040000-205-1987-01516	19871012	<NA>	3	폐업	2	폐업	20020527	<NA>	<NA>	<NA>	02 4476143	11.00	143816	서울특별시 광진구 구의동 30-15번지	<NA>	<NA>	보들세탁	2002-07-15 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	208158.784704	450097.085496	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3040000	3040000-205-1987-01523	19871012	<NA>	3	폐업	2	폐업	20130701	<NA>	<NA>	<NA>	02 4523642	20.35	143960	서울특별시 광진구 구의동 226-45번지	서울특별시 광진구 자양로32길 84 (구의동)	<NA>	삼양사	2003-03-05 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	207864.339946	449076.704774	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3040000	3040000-205-1987-01524	19870630	<NA>	3	폐업	2	폐업	20020527	<NA>	<NA>	<NA>	02 4454188	17.90	143824	서울특별시 광진구 구의동 235-1번지	<NA>	<NA>	성모사	2002-07-15 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	207575.201559	449108.377936	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3040000	3040000-205-1987-01526	19870630	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4460027	20.00	143962	서울특별시 광진구 구의동 231-9	서울특별시 광진구 광나루로40길 34, 1층 (구의동)	5032	대영사	2022-12-27 15:26:55	U	2021-11-01 22:09:00.0	일반세탁업	207808.781349	449012.433555	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3040000	3040000-205-1987-01527	19870630	<NA>	3	폐업	2	폐업	20120604	<NA>	<NA>	<NA>	02 4529265	21.00	143962	서울특별시 광진구 구의동 229-5번지	서울특별시 광진구 구의로 67 (구의동)	5032	백조사	2003-03-10 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	207914.999129	449093.469787	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3040000	3040000-205-1987-01528	19870630	<NA>	3	폐업	2	폐업	20020527	<NA>	<NA>	<NA>	02 4525890	18.52	143824	서울특별시 광진구 구의동 240-1번지	<NA>	<NA>	명성사	2002-07-15 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	207771.012934	448808.283726	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<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
654	3040000	3040000-205-2021-00004	20210623	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	50.00	143904	서울특별시 광진구 중곡동 253-18	서울특별시 광진구 동일로66길 13, 1층 (중곡동)	4916	광진세탁소	2021-06-23 11:45:43	I	2021-06-25 00:22:54.0	일반세탁업	206647.107035	451048.509692	일반세탁업	0	0	1	1	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	1	0	1	1	0	N
655	3040000	3040000-205-2021-00005	20210804	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 69 527338	33.00	143852	서울특별시 광진구 자양동 219-7	서울특별시 광진구 아차산로 358, 202호 (자양동)	5055	쿨 트레이딩	2021-08-04 16:21:14	I	2021-08-06 00:22:51.0	운동화전문세탁업	207211.60264	448254.436455	운동화전문세탁업	0	0	2	2	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	3	0	0	N
656	3040000	3040000-205-2021-00006	20210809	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4688284	37.05	143839	서울특별시 광진구 군자동 103 세종 힐 라움	서울특별시 광진구 군자로 108, 세종 힐 라움 1층 108호 (군자동)	5004	마마운동화이불빨래방	2021-08-19 10:58:29	U	2021-08-21 02:40:00.0	운동화전문세탁업	206299.750492	450037.825731	운동화전문세탁업	0	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	3	1	1	4	0	N
657	3040000	3040000-205-2021-00007	2021-12-13	<NA>	3	폐업	2	폐업	2023-12-26	<NA>	<NA>	<NA>	<NA>	30.00	143-909	서울특별시 광진구 중곡동 548	서울특별시 광진구 답십리로 392-1, 1층 (중곡동)	4903	서울광진지역자활센터	2023-12-26 16:55:58	U	2022-11-01 22:08:00.0	일반세탁업	207362.374898	452093.521893	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
658	3040000	3040000-205-2022-00001	2022-04-06	<NA>	3	폐업	2	폐업	2023-06-08	<NA>	<NA>	<NA>	<NA>	15.74	143-899	서울특별시 광진구 중곡동 162-5	서울특별시 광진구 긴고랑로14길 59, 1층 (중곡동)	4915	그린세탁소	2023-06-08 14:24:15	U	2022-12-05 23:00:00.0	일반세탁업	207030.481467	450857.595472	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
659	3040000	3040000-205-2022-00002	20220414	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 447 8482	33.00	143888	서울특별시 광진구 중곡동 80-24	서울특별시 광진구 자양로43길 149, 1층 (중곡동)	4949	마마운동화이불빨래방 중곡점	2022-04-14 14:50:49	I	2021-12-03 23:06:00.0	운동화전문세탁업	207768.461525	450541.99611	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
660	3040000	3040000-205-2022-00003	20220901	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	30.00	143819	서울특별시 광진구 구의동 71-26	서울특별시 광진구 자양로 254, 109호 (구의동)	4975	마마운동화이불빨래방	2022-09-01 15:21:21	I	2021-12-09 00:03:00.0	운동화전문세탁업	207854.732905	449614.894892	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
661	3040000	3040000-205-2023-00001	2023-01-03	<NA>	3	폐업	2	폐업	2023-09-08	<NA>	<NA>	<NA>	02 4558284	35.29	143-806	서울특별시 광진구 광장동 287-5	서울특별시 광진구 광장로 66-1 (광장동)	4968	마마운동화이불빨래방	2023-09-08 14:12:13	U	2022-12-08 23:00:00.0	빨래방업	209175.614023	449457.650549	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
662	3040000	3040000-205-2023-00002	2023-01-10	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	26.00	143-827	서울특별시 광진구 구의동 254-45	서울특별시 광진구 자양로23길 38, 1층 102호 (구의동)	5024	미소세탁	2023-03-23 11:00:44	U	2022-12-02 22:05:00.0	일반세탁업	207271.635263	448875.134082	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
663	3040000	3040000-205-2024-00001	2024-03-05	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	117.25	143-839	서울특별시 광진구 군자동 125-23	서울특별시 광진구 동일로 244-1, 2층 (군자동)	5001	광진 크린업	2024-03-05 16:20:36	I	2023-12-03 00:07:00.0	빨래방업	206172.562246	450127.30404	<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

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII