gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	470
Missing cells	4120
Missing cells (%)	18.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	185.6 KiB
Average record size in memory	404.3 B

Variable types

Categorical	23
Text	7
DateTime	4
Unsupported	7
Numeric	4
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	도봉구
URL	https://data.seoul.go.kr/dataList/OA-17961/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (72.6%)	Imbalance
`위생업태명` is highly imbalanced (66.2%)	Imbalance
`여성종사자수` is highly imbalanced (53.1%)	Imbalance
`남성종사자수` is highly imbalanced (53.1%)	Imbalance
`회수건조수` is highly imbalanced (54.2%)	Imbalance
`인허가취소일자` has 470 (100.0%) missing values	Missing
`폐업일자` has 111 (23.6%) missing values	Missing
`휴업시작일자` has 470 (100.0%) missing values	Missing
`휴업종료일자` has 470 (100.0%) missing values	Missing
`재개업일자` has 470 (100.0%) missing values	Missing
`전화번호` has 40 (8.5%) missing values	Missing
`도로명주소` has 220 (46.8%) missing values	Missing
`도로명우편번호` has 223 (47.4%) missing values	Missing
`좌표정보(X)` has 11 (2.3%) missing values	Missing
`좌표정보(Y)` has 11 (2.3%) missing values	Missing
`건물지상층수` has 160 (34.0%) missing values	Missing
`발한실여부` has 33 (7.0%) missing values	Missing
`조건부허가신고사유` has 470 (100.0%) missing values	Missing
`조건부허가시작일자` has 470 (100.0%) missing values	Missing
`조건부허가종료일자` has 470 (100.0%) missing values	Missing
`다중이용업소여부` has 21 (4.5%) 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 159 (33.8%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 08:03:14.044044
Analysis finished	2024-05-11 08:03:14.871749
Duration	0.83 seconds
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	3.8 KiB

3090000	470

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3090000
2nd row	3090000
3rd row	3090000
4th row	3090000
5th row	3090000

Common Values

Value	Count	Frequency (%)
3090000	470	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3090000	470	100.0%

관리번호
Text

UNIQUE

Distinct	470
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Length

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

Characters and Unicode

Total characters	10340
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	470 ?
Unique (%)	100.0%

Sample

1st row	3090000-205-1987-01195
2nd row	3090000-205-1987-01198
3rd row	3090000-205-1987-01199
4th row	3090000-205-1987-01202
5th row	3090000-205-1987-01204

Value	Count	Frequency (%)
3090000-205-1987-01195	1	0.2%
3090000-205-2003-00027	1	0.2%
3090000-205-2004-00003	1	0.2%
3090000-205-2004-00002	1	0.2%
3090000-205-2004-00001	1	0.2%
3090000-205-2003-00036	1	0.2%
3090000-205-2003-00035	1	0.2%
3090000-205-2003-00034	1	0.2%
3090000-205-2003-00033	1	0.2%
3090000-205-2003-00032	1	0.2%
Other values (460)	460	97.9%

Most occurring characters

Value	Count	Frequency (%)
0	4268	41.3%
-	1410	13.6%
9	1022	9.9%
2	928	9.0%
1	754	7.3%
3	731	7.1%
5	618	6.0%
4	190	1.8%
8	162	1.6%
7	154	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8930	86.4%
Dash Punctuation	1410	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4268	47.8%
9	1022	11.4%
2	928	10.4%
1	754	8.4%
3	731	8.2%
5	618	6.9%
4	190	2.1%
8	162	1.8%
7	154	1.7%
6	103	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1410	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10340	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4268	41.3%
-	1410	13.6%
9	1022	9.9%
2	928	9.0%
1	754	7.3%
3	731	7.1%
5	618	6.0%
4	190	1.8%
8	162	1.6%
7	154	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10340	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4268	41.3%
-	1410	13.6%
9	1022	9.9%
2	928	9.0%
1	754	7.3%
3	731	7.1%
5	618	6.0%
4	190	1.8%
8	162	1.6%
7	154	1.5%

인허가일자
Date

Distinct	395
Distinct (%)	84.0%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Minimum	1987-06-05 00:00:00
Maximum	2022-05-20 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	470
Missing (%)	100.0%
Memory size	4.3 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

3	359
1	111

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	1
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	359	76.4%
1	111	23.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	359	76.4%
1	111	23.6%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

폐업	359
영업/정상	111

Length

Max length	5
Median length	2
Mean length	2.7085106
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	359	76.4%
영업/정상	111	23.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	359	76.4%
영업/정상	111	23.6%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

2	359
1	111

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	1
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	359	76.4%
1	111	23.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	359	76.4%
1	111	23.6%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

폐업	359
영업	111

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	영업
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	359	76.4%
영업	111	23.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	359	76.4%
영업	111	23.6%

폐업일자
Date

MISSING

Distinct	308
Distinct (%)	85.8%
Missing	111
Missing (%)	23.6%
Memory size	3.8 KiB

Minimum	1993-02-15 00:00:00
Maximum	2023-10-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	470
Missing (%)	100.0%
Memory size	4.3 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	470
Missing (%)	100.0%
Memory size	4.3 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	470
Missing (%)	100.0%
Memory size	4.3 KiB

전화번호
Text

MISSING

Distinct	400
Distinct (%)	93.0%
Missing	40
Missing (%)	8.5%
Memory size	3.8 KiB

Length

Max length	12
Median length	10
Mean length	9.6488372
Min length	2

Characters and Unicode

Total characters	4149
Distinct characters	12
Distinct categories	3 ?
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	381 ?
Unique (%)	88.6%

Sample

1st row	02 9542280
2nd row	0200000000
3rd row	0209541590
4th row	9064271
5th row	0209945468

Value	Count	Frequency (%)
02	187	28.2%
0200000000	9	1.4%
956	5	0.8%
990	4	0.6%
955	4	0.6%
9965728	4	0.6%
902	3	0.5%
9542800	3	0.5%
02954	3	0.5%
9552578	3	0.5%
Other values (400)	438	66.1%

Most occurring characters

Value	Count	Frequency (%)
0	854	20.6%
9	722	17.4%
2	622	15.0%
4	295	7.1%
5	289	7.0%
3	287	6.9%
	278	6.7%
6	225	5.4%
7	206	5.0%
8	195	4.7%
Other values (2)	176	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3870	93.3%
Space Separator	278	6.7%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	854	22.1%
9	722	18.7%
2	622	16.1%
4	295	7.6%
5	289	7.5%
3	287	7.4%
6	225	5.8%
7	206	5.3%
8	195	5.0%
1	175	4.5%

Space Separator

Value	Count	Frequency (%)
	278	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4149	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	854	20.6%
9	722	17.4%
2	622	15.0%
4	295	7.1%
5	289	7.0%
3	287	6.9%
	278	6.7%
6	225	5.4%
7	206	5.0%
8	195	4.7%
Other values (2)	176	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4149	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	854	20.6%
9	722	17.4%
2	622	15.0%
4	295	7.1%
5	289	7.0%
3	287	6.9%
	278	6.7%
6	225	5.4%
7	206	5.0%
8	195	4.7%
Other values (2)	176	4.2%

소재지면적
Text

Distinct	264
Distinct (%)	56.2%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Length

Max length	8
Median length	5
Mean length	4.8638298
Min length	3

Characters and Unicode

Total characters	2286
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	209 ?
Unique (%)	44.5%

Sample

1st row	16.50
2nd row	14.66
3rd row	10.56
4th row	19.49
5th row	17.80

Value	Count	Frequency (%)
00	44	9.4%
33.00	23	4.9%
26.40	20	4.3%
23.10	14	3.0%
30.00	12	2.6%
24.00	9	1.9%
19.80	8	1.7%
36.00	6	1.3%
18.00	6	1.3%
28.00	6	1.3%
Other values (254)	322	68.5%

Most occurring characters

Value	Count	Frequency (%)
0	542	23.7%
.	470	20.6%
2	249	10.9%
1	196	8.6%
3	185	8.1%
6	128	5.6%
4	125	5.5%
8	109	4.8%
9	98	4.3%
5	98	4.3%
Other values (2)	86	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1815	79.4%
Other Punctuation	471	20.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	542	29.9%
2	249	13.7%
1	196	10.8%
3	185	10.2%
6	128	7.1%
4	125	6.9%
8	109	6.0%
9	98	5.4%
5	98	5.4%
7	85	4.7%

Other Punctuation

Value	Count	Frequency (%)
.	470	99.8%
,	1	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	2286	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	542	23.7%
.	470	20.6%
2	249	10.9%
1	196	8.6%
3	185	8.1%
6	128	5.6%
4	125	5.5%
8	109	4.8%
9	98	4.3%
5	98	4.3%
Other values (2)	86	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2286	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	542	23.7%
.	470	20.6%
2	249	10.9%
1	196	8.6%
3	185	8.1%
6	128	5.6%
4	125	5.5%
8	109	4.8%
9	98	4.3%
5	98	4.3%
Other values (2)	86	3.8%

소재지우편번호
Text

Distinct	121
Distinct (%)	25.7%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Length

Max length	7
Median length	6
Mean length	6.0212766
Min length	6

Characters and Unicode

Total characters	2830
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	38 ?
Unique (%)	8.1%

Sample

1st row	132819
2nd row	132816
3rd row	132814
4th row	132875
5th row	132815

Value	Count	Frequency (%)
132040	24	5.1%
132916	12	2.6%
132854	12	2.6%
132850	12	2.6%
132924	10	2.1%
132821	10	2.1%
132858	10	2.1%
132918	9	1.9%
132844	9	1.9%
132861	9	1.9%
Other values (111)	353	75.1%

Most occurring characters

Value	Count	Frequency (%)
1	597	21.1%
2	591	20.9%
3	527	18.6%
8	392	13.9%
9	172	6.1%
0	153	5.4%
4	122	4.3%
5	100	3.5%
6	98	3.5%
7	68	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2820	99.6%
Dash Punctuation	10	0.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	597	21.2%
2	591	21.0%
3	527	18.7%
8	392	13.9%
9	172	6.1%
0	153	5.4%
4	122	4.3%
5	100	3.5%
6	98	3.5%
7	68	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2830	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	597	21.1%
2	591	20.9%
3	527	18.6%
8	392	13.9%
9	172	6.1%
0	153	5.4%
4	122	4.3%
5	100	3.5%
6	98	3.5%
7	68	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2830	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	597	21.1%
2	591	20.9%
3	527	18.6%
8	392	13.9%
9	172	6.1%
0	153	5.4%
4	122	4.3%
5	100	3.5%
6	98	3.5%
7	68	2.4%

지번주소
Text

Distinct	444
Distinct (%)	94.5%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Length

Max length	46
Median length	41
Mean length	26.185106
Min length	18

Characters and Unicode

Total characters	12307
Distinct characters	141
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	422 ?
Unique (%)	89.8%

Sample

1st row	서울특별시 도봉구 도봉동 600-3번지
2nd row	서울특별시 도봉구 도봉동 589-7번지
3rd row	서울특별시 도봉구 도봉동 566-5번지
4th row	서울특별시 도봉구 쌍문동 286-68번지 (28/5)
5th row	서울특별시 도봉구 도봉동 574-34번지

Value	Count	Frequency (%)
서울특별시	470	20.5%
도봉구	470	20.5%
창동	138	6.0%
방학동	131	5.7%
쌍문동	126	5.5%
도봉동	75	3.3%
지상1층	33	1.4%
상가동	31	1.4%
1층	17	0.7%
103호	10	0.4%
Other values (618)	791	34.5%

Most occurring characters

Value	Count	Frequency (%)
	2214	18.0%
동	565	4.6%
도	549	4.5%
봉	548	4.5%
1	479	3.9%
구	479	3.9%
서	474	3.9%
시	473	3.8%
울	471	3.8%
별	470	3.8%
Other values (131)	5585	45.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7070	57.4%
Decimal Number	2534	20.6%
Space Separator	2214	18.0%
Dash Punctuation	402	3.3%
Uppercase Letter	50	0.4%
Other Punctuation	22	0.2%
Close Punctuation	6	< 0.1%
Open Punctuation	6	< 0.1%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	565	8.0%
도	549	7.8%
봉	548	7.8%
구	479	6.8%
서	474	6.7%
시	473	6.7%
울	471	6.7%
별	470	6.6%
특	470	6.6%
지	464	6.6%
Other values (101)	2107	29.8%

Decimal Number

Value	Count	Frequency (%)
1	479	18.9%
2	325	12.8%
6	307	12.1%
0	305	12.0%
3	253	10.0%
5	237	9.4%
7	180	7.1%
4	177	7.0%
8	170	6.7%
9	101	4.0%

Uppercase Letter

Value	Count	Frequency (%)
A	21	42.0%
P	9	18.0%
T	8	16.0%
B	5	10.0%
S	2	4.0%
R	2	4.0%
I	1	2.0%
K	1	2.0%
E	1	2.0%

Other Punctuation

Value	Count	Frequency (%)
@	16	72.7%
,	2	9.1%
/	2	9.1%
.	2	9.1%

Lowercase Letter

Value	Count	Frequency (%)
e	1	33.3%
s	1	33.3%
a	1	33.3%

Space Separator

Value	Count	Frequency (%)
	2214	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	402	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7070	57.4%
Common	5184	42.1%
Latin	53	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	565	8.0%
도	549	7.8%
봉	548	7.8%
구	479	6.8%
서	474	6.7%
시	473	6.7%
울	471	6.7%
별	470	6.6%
특	470	6.6%
지	464	6.6%
Other values (101)	2107	29.8%

Common

Value	Count	Frequency (%)
	2214	42.7%
1	479	9.2%
-	402	7.8%
2	325	6.3%
6	307	5.9%
0	305	5.9%
3	253	4.9%
5	237	4.6%
7	180	3.5%
4	177	3.4%
Other values (8)	305	5.9%

Latin

Value	Count	Frequency (%)
A	21	39.6%
P	9	17.0%
T	8	15.1%
B	5	9.4%
S	2	3.8%
R	2	3.8%
I	1	1.9%
K	1	1.9%
E	1	1.9%
e	1	1.9%
Other values (2)	2	3.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7070	57.4%
ASCII	5237	42.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2214	42.3%
1	479	9.1%
-	402	7.7%
2	325	6.2%
6	307	5.9%
0	305	5.8%
3	253	4.8%
5	237	4.5%
7	180	3.4%
4	177	3.4%
Other values (20)	358	6.8%

Hangul

Value	Count	Frequency (%)
동	565	8.0%
도	549	7.8%
봉	548	7.8%
구	479	6.8%
서	474	6.7%
시	473	6.7%
울	471	6.7%
별	470	6.6%
특	470	6.6%
지	464	6.6%
Other values (101)	2107	29.8%

도로명주소
Text

MISSING

Distinct	249
Distinct (%)	99.6%
Missing	220
Missing (%)	46.8%
Memory size	3.8 KiB

Length

Max length	52
Median length	44
Mean length	32.648
Min length	22

Characters and Unicode

Total characters	8162
Distinct characters	148
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	248 ?
Unique (%)	99.2%

Sample

1st row	서울특별시 도봉구 도봉로165길 9 (도봉동)
2nd row	서울특별시 도봉구 도봉로181길 25 (도봉동)
3rd row	서울특별시 도봉구 우이천로36길 8 (쌍문동,(28/5))
4th row	서울특별시 도봉구 도봉로154가길 26 (도봉동)
5th row	서울특별시 도봉구 우이천로48길 4 (쌍문동)

Value	Count	Frequency (%)
서울특별시	250	16.1%
도봉구	250	16.1%
창동	66	4.2%
쌍문동	59	3.8%
방학동	58	3.7%
지상1층	41	2.6%
상가동	38	2.4%
도봉동	32	2.1%
1층	21	1.3%
해등로	20	1.3%
Other values (413)	721	46.3%

Most occurring characters

Value	Count	Frequency (%)
	1306	16.0%
1	380	4.7%
도	379	4.6%
봉	370	4.5%
동	332	4.1%
시	268	3.3%
구	255	3.1%
)	254	3.1%
(	254	3.1%
서	253	3.1%
Other values (138)	4111	50.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4686	57.4%
Decimal Number	1394	17.1%
Space Separator	1306	16.0%
Close Punctuation	254	3.1%
Open Punctuation	254	3.1%
Other Punctuation	212	2.6%
Dash Punctuation	29	0.4%
Uppercase Letter	24	0.3%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	379	8.1%
봉	370	7.9%
동	332	7.1%
시	268	5.7%
구	255	5.4%
서	253	5.4%
울	251	5.4%
로	250	5.3%
별	250	5.3%
특	250	5.3%
Other values (108)	1828	39.0%

Decimal Number

Value	Count	Frequency (%)
1	380	27.3%
2	195	14.0%
0	154	11.0%
3	129	9.3%
6	114	8.2%
4	110	7.9%
5	105	7.5%
9	78	5.6%
8	67	4.8%
7	62	4.4%

Uppercase Letter

Value	Count	Frequency (%)
A	8	33.3%
B	4	16.7%
P	3	12.5%
T	2	8.3%
R	2	8.3%
S	2	8.3%
I	1	4.2%
K	1	4.2%
E	1	4.2%

Other Punctuation

Value	Count	Frequency (%)
,	202	95.3%
@	7	3.3%
/	2	0.9%
.	1	0.5%

Lowercase Letter

Value	Count	Frequency (%)
e	1	33.3%
s	1	33.3%
a	1	33.3%

Space Separator

Value	Count	Frequency (%)
	1306	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	254	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	254	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	29	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4686	57.4%
Common	3449	42.3%
Latin	27	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	379	8.1%
봉	370	7.9%
동	332	7.1%
시	268	5.7%
구	255	5.4%
서	253	5.4%
울	251	5.4%
로	250	5.3%
별	250	5.3%
특	250	5.3%
Other values (108)	1828	39.0%

Common

Value	Count	Frequency (%)
	1306	37.9%
1	380	11.0%
)	254	7.4%
(	254	7.4%
,	202	5.9%
2	195	5.7%
0	154	4.5%
3	129	3.7%
6	114	3.3%
4	110	3.2%
Other values (8)	351	10.2%

Latin

Value	Count	Frequency (%)
A	8	29.6%
B	4	14.8%
P	3	11.1%
T	2	7.4%
R	2	7.4%
S	2	7.4%
I	1	3.7%
K	1	3.7%
E	1	3.7%
e	1	3.7%
Other values (2)	2	7.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4686	57.4%
ASCII	3476	42.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1306	37.6%
1	380	10.9%
)	254	7.3%
(	254	7.3%
,	202	5.8%
2	195	5.6%
0	154	4.4%
3	129	3.7%
6	114	3.3%
4	110	3.2%
Other values (20)	378	10.9%

Hangul

Value	Count	Frequency (%)
도	379	8.1%
봉	370	7.9%
동	332	7.1%
시	268	5.7%
구	255	5.4%
서	253	5.4%
울	251	5.4%
로	250	5.3%
별	250	5.3%
특	250	5.3%
Other values (108)	1828	39.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	127
Distinct (%)	51.4%
Missing	223
Missing (%)	47.4%
Infinite	0
Infinite (%)	0.0%
Mean	1394.3927

Minimum	1302
Maximum	1489
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	1302
5-th percentile	1306.3
Q1	1350
median	1392
Q3	1447
95-th percentile	1478
Maximum	1489
Range	187
Interquartile range (IQR)	97

Descriptive statistics

Standard deviation	55.840616
Coefficient of variation (CV)	0.040046549
Kurtosis	-1.2352435
Mean	1394.3927
Median Absolute Deviation (MAD)	50
Skewness	0.006962218
Sum	344415
Variance	3118.1744
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1314	6	1.3%
1306	6	1.3%
1462	4	0.9%
1417	4	0.9%
1392	4	0.9%
1357	4	0.9%
1363	4	0.9%
1478	3	0.6%
1332	3	0.6%
1308	3	0.6%
Other values (117)	206	43.8%
(Missing)	223	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1302	1	0.2%
1303	1	0.2%
1304	2	0.4%
1305	3	0.6%
1306	6	1.3%
1307	2	0.4%
1308	3	0.6%
1310	1	0.2%
1314	6	1.3%
1315	1	0.2%

Value	Count	Frequency (%)
1489	2	0.4%
1488	2	0.4%
1487	3	0.6%
1484	2	0.4%
1481	3	0.6%
1478	3	0.6%
1475	2	0.4%
1474	2	0.4%
1473	2	0.4%
1472	1	0.2%

사업장명
Text

Distinct	354
Distinct (%)	75.3%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Length

Max length	19
Median length	17
Mean length	4.7765957
Min length	2

Characters and Unicode

Total characters	2245
Distinct characters	255
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	287 ?
Unique (%)	61.1%

Sample

1st row	백설사
2nd row	동궁사
3rd row	미미사
4th row	영광세탁소
5th row	백광사

Value	Count	Frequency (%)
백양사	9	1.8%
현대세탁	8	1.6%
한양세탁소	6	1.2%
삼익세탁소	6	1.2%
세탁소	6	1.2%
대성사	5	1.0%
백양	5	1.0%
빨래방	5	1.0%
세탁	4	0.8%
크린토피아	4	0.8%
Other values (359)	454	88.7%

Most occurring characters

Value	Count	Frequency (%)
세	225	10.0%
탁	224	10.0%
사	142	6.3%
소	141	6.3%
크	59	2.6%
백	52	2.3%
동	49	2.2%
성	45	2.0%
	42	1.9%
대	41	1.8%
Other values (245)	1225	54.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2162	96.3%
Space Separator	42	1.9%
Lowercase Letter	11	0.5%
Decimal Number	10	0.4%
Uppercase Letter	7	0.3%
Open Punctuation	5	0.2%
Close Punctuation	5	0.2%
Other Punctuation	3	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
세	225	10.4%
탁	224	10.4%
사	142	6.6%
소	141	6.5%
크	59	2.7%
백	52	2.4%
동	49	2.3%
성	45	2.1%
대	41	1.9%
신	39	1.8%
Other values (225)	1145	53.0%

Lowercase Letter

Value	Count	Frequency (%)
o	3	27.3%
r	2	18.2%
m	1	9.1%
s	1	9.1%
i	1	9.1%
d	1	9.1%
l	1	9.1%
w	1	9.1%

Uppercase Letter

Value	Count	Frequency (%)
M	2	28.6%
O	2	28.6%
K	2	28.6%
Y	1	14.3%

Decimal Number

Value	Count	Frequency (%)
4	4	40.0%
1	4	40.0%
2	2	20.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	66.7%
,	1	33.3%

Space Separator

Value	Count	Frequency (%)
	42	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2162	96.3%
Common	65	2.9%
Latin	18	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
세	225	10.4%
탁	224	10.4%
사	142	6.6%
소	141	6.5%
크	59	2.7%
백	52	2.4%
동	49	2.3%
성	45	2.1%
대	41	1.9%
신	39	1.8%
Other values (225)	1145	53.0%

Latin

Value	Count	Frequency (%)
o	3	16.7%
M	2	11.1%
r	2	11.1%
O	2	11.1%
K	2	11.1%
m	1	5.6%
s	1	5.6%
i	1	5.6%
d	1	5.6%
l	1	5.6%
Other values (2)	2	11.1%

Common

Value	Count	Frequency (%)
	42	64.6%
(	5	7.7%
)	5	7.7%
4	4	6.2%
1	4	6.2%
.	2	3.1%
2	2	3.1%
,	1	1.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2162	96.3%
ASCII	83	3.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
세	225	10.4%
탁	224	10.4%
사	142	6.6%
소	141	6.5%
크	59	2.7%
백	52	2.4%
동	49	2.3%
성	45	2.1%
대	41	1.9%
신	39	1.8%
Other values (225)	1145	53.0%

ASCII

Value	Count	Frequency (%)
	42	50.6%
(	5	6.0%
)	5	6.0%
4	4	4.8%
1	4	4.8%
o	3	3.6%
.	2	2.4%
M	2	2.4%
r	2	2.4%
2	2	2.4%
Other values (10)	12	14.5%

최종수정일자
Date

Distinct	342
Distinct (%)	72.8%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Minimum	1999-03-22 00:00:00
Maximum	2023-12-05 15:09:49

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

I	372
U	98

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	372	79.1%
U	98	20.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	372	79.1%
u	98	20.9%

데이터갱신일자
Date

Distinct	82
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-12-04 22:05:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

일반세탁업	429
빨래방업	23
운동화전문세탁업	12
세탁업 기타	6

Length

Max length	8
Median length	5
Mean length	5.0404255
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	429	91.3%
빨래방업	23	4.9%
운동화전문세탁업	12	2.6%
세탁업 기타	6	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	429	90.1%
빨래방업	23	4.8%
운동화전문세탁업	12	2.5%
세탁업	6	1.3%
기타	6	1.3%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	351
Distinct (%)	76.5%
Missing	11
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	203261.9

Minimum	201275.31
Maximum	204623.02
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	201275.31
5-th percentile	202115.62
Q1	202831.27
median	203315.57
Q3	203753.16
95-th percentile	204212
Maximum	204623.02
Range	3347.71
Interquartile range (IQR)	921.8868

Descriptive statistics

Standard deviation	661.52011
Coefficient of variation (CV)	0.0032545209
Kurtosis	0.06783473
Mean	203261.9
Median Absolute Deviation (MAD)	451.89814
Skewness	-0.50923879
Sum	93297213
Variance	437608.85
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
204192.915094501	6	1.3%
202237.410410982	6	1.3%
204169.847670316	5	1.1%
204031.968329866	4	0.9%
203034.367076332	4	0.9%
202480.863291217	4	0.9%
204214.210632572	3	0.6%
203569.924230066	3	0.6%
204178.603486457	3	0.6%
204623.018873403	3	0.6%
Other values (341)	418	88.9%
(Missing)	11	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
201275.308860073	2	0.4%
201290.465392239	2	0.4%
201297.754230366	1	0.2%
201347.360601868	1	0.2%
201402.961915116	1	0.2%
201501.945534806	1	0.2%
201546.846516404	1	0.2%
201849.092876972	1	0.2%
201872.541247361	1	0.2%
201916.386863619	1	0.2%

Value	Count	Frequency (%)
204623.018873403	3	0.6%
204468.657003222	2	0.4%
204414.113861369	2	0.4%
204388.488423515	1	0.2%
204372.245062863	1	0.2%
204367.28957808	2	0.4%
204304.582300411	1	0.2%
204256.35494754	1	0.2%
204256.34452567	1	0.2%
204255.071269421	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	351
Distinct (%)	76.5%
Missing	11
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	461817.92

Minimum	458954.55
Maximum	464977.79
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	458954.55
5-th percentile	459594.41
Q1	460786.69
median	461737.66
Q3	462745.91
95-th percentile	464370.6
Maximum	464977.79
Range	6023.2416
Interquartile range (IQR)	1959.224

Descriptive statistics

Standard deviation	1384.6596
Coefficient of variation (CV)	0.0029982803
Kurtosis	-0.45193681
Mean	461817.92
Median Absolute Deviation (MAD)	965.54951
Skewness	0.18622446
Sum	2.1197443 × 10⁸
Variance	1917282.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
461653.03000502	6	1.3%
461736.71535014	6	1.3%
464814.717432497	5	1.1%
461333.59735433	4	0.9%
461652.607571422	4	0.9%
461781.424512879	4	0.9%
460746.553675666	3	0.6%
461317.249801704	3	0.6%
462521.720396049	3	0.6%
460378.90288955	3	0.6%
Other values (341)	418	88.9%
(Missing)	11	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
458954.54912126	2	0.4%
459025.006247749	1	0.2%
459045.546289341	1	0.2%
459076.349555381	1	0.2%
459086.49336668	1	0.2%
459088.76279645	2	0.4%
459117.54081963	1	0.2%
459176.67168066	1	0.2%
459219.034904213	1	0.2%
459306.956666314	1	0.2%

Value	Count	Frequency (%)
464977.790753524	2	0.4%
464926.884466418	1	0.2%
464905.033086911	1	0.2%
464820.298057488	1	0.2%
464814.717432497	5	1.1%
464807.990354563	1	0.2%
464788.847055332	1	0.2%
464768.43323261	1	0.2%
464721.115684815	1	0.2%
464715.959316893	1	0.2%

위생업태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

일반세탁업	410
빨래방업	22
<NA>	21
운동화전문세탁업	12
세탁업 기타	5

Length

Max length	8
Median length	5
Mean length	4.9957447
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	410	87.2%
빨래방업	22	4.7%
<NA>	21	4.5%
운동화전문세탁업	12	2.6%
세탁업 기타	5	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	410	86.3%
빨래방업	22	4.6%
na	21	4.4%
운동화전문세탁업	12	2.5%
세탁업	5	1.1%
기타	5	1.1%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	2.9%
Missing	160
Missing (%)	34.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3387097

Minimum	0
Maximum	11
Zeros	159
Zeros (%)	33.8%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	4
Maximum	11
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.6735478
Coefficient of variation (CV)	1.25012
Kurtosis	2.9910078
Mean	1.3387097
Median Absolute Deviation (MAD)	0
Skewness	1.350629
Sum	415
Variance	2.8007621
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	159	33.8%
2	47	10.0%
3	46	9.8%
4	26	5.5%
1	23	4.9%
5	5	1.1%
7	2	0.4%
6	1	0.2%
11	1	0.2%
(Missing)	160	34.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	159	33.8%
1	23	4.9%
2	47	10.0%
3	46	9.8%
4	26	5.5%
5	5	1.1%
6	1	0.2%
7	2	0.4%
11	1	0.2%

Value	Count	Frequency (%)
11	1	0.2%
7	2	0.4%
6	1	0.2%
5	5	1.1%
4	26	5.5%
3	46	9.8%
2	47	10.0%
1	23	4.9%
0	159	33.8%

건물지하층수
Categorical

Distinct	5
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	206
0	192
1	67
2	3
3	2

Length

Max length	4
Median length	1
Mean length	2.3148936
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	206	43.8%
0	192	40.9%
1	67	14.3%
2	3	0.6%
3	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	206	43.8%
0	192	40.9%
1	67	14.3%
2	3	0.6%
3	2	0.4%

사용시작지상층
Categorical

Distinct	6
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

1	239
<NA>	140
2	47
0	35
3	8

Length

Max length	4
Median length	1
Mean length	1.893617
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
1	239	50.9%
<NA>	140	29.8%
2	47	10.0%
0	35	7.4%
3	8	1.7%
4	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	239	50.9%
na	140	29.8%
2	47	10.0%
0	35	7.4%
3	8	1.7%
4	1	0.2%

사용끝지상층
Categorical

Distinct	6
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

1	230
<NA>	163
2	47
0	22
3	7

Length

Max length	4
Median length	1
Mean length	2.0404255
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
1	230	48.9%
<NA>	163	34.7%
2	47	10.0%
0	22	4.7%
3	7	1.5%
4	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	230	48.9%
na	163	34.7%
2	47	10.0%
0	22	4.7%
3	7	1.5%
4	1	0.2%

사용시작지하층
Categorical

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	303
0	156
1	10
2	1

Length

Max length	4
Median length	4
Mean length	2.9340426
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	303	64.5%
0	156	33.2%
1	10	2.1%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	303	64.5%
0	156	33.2%
1	10	2.1%
2	1	0.2%

사용끝지하층
Categorical

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	319
0	140
1	10
2	1

Length

Max length	4
Median length	4
Mean length	3.0361702
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	319	67.9%
0	140	29.8%
1	10	2.1%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	319	67.9%
0	140	29.8%
1	10	2.1%
2	1	0.2%

한실수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	241
0	229

Length

Max length	4
Median length	4
Mean length	2.5382979
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	241	51.3%
0	229	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	241	51.3%
0	229	48.7%

양실수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	241
0	229

Length

Max length	4
Median length	4
Mean length	2.5382979
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	241	51.3%
0	229	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	241	51.3%
0	229	48.7%

욕실수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	241
0	229

Length

Max length	4
Median length	4
Mean length	2.5382979
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	241	51.3%
0	229	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	241	51.3%
0	229	48.7%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	33
Missing (%)	7.0%
Memory size	1.0 KiB

False	437
(Missing)	33

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	437	93.0%
(Missing)	33	7.0%

좌석수
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	239
0	229
3	2

Length

Max length	4
Median length	4
Mean length	2.5255319
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	239	50.9%
0	229	48.7%
3	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	239	50.9%
0	229	48.7%
3	2	0.4%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	470
Missing (%)	100.0%
Memory size	4.3 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	470
Missing (%)	100.0%
Memory size	4.3 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	470
Missing (%)	100.0%
Memory size	4.3 KiB

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	291
임대	160
자가	19

Length

Max length	4
Median length	4
Mean length	3.2382979
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	291	61.9%
임대	160	34.0%
자가	19	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	291	61.9%
임대	160	34.0%
자가	19	4.0%

세탁기수
Categorical

Distinct	6
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	251
0	133
1	37
2	29
3	19

Length

Max length	4
Median length	4
Mean length	2.6021277
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	251	53.4%
0	133	28.3%
1	37	7.9%
2	29	6.2%
3	19	4.0%
4	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	251	53.4%
0	133	28.3%
1	37	7.9%
2	29	6.2%
3	19	4.0%
4	1	0.2%

여성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	423
0	47

Length

Max length	4
Median length	4
Mean length	3.7
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>	423	90.0%
0	47	10.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	423	90.0%
0	47	10.0%

남성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	423
0	47

Length

Max length	4
Median length	4
Mean length	3.7
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>	423	90.0%
0	47	10.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	423	90.0%
0	47	10.0%

회수건조수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	370
0	79
1	20
7	1

Length

Max length	4
Median length	4
Mean length	3.3617021
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>	370	78.7%
0	79	16.8%
1	20	4.3%
7	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	370	78.7%
0	79	16.8%
1	20	4.3%
7	1	0.2%

침대수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	371
0	99

Length

Max length	4
Median length	4
Mean length	3.3680851
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>	371	78.9%
0	99	21.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	371	78.9%
0	99	21.1%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	21
Missing (%)	4.5%
Memory size	1.0 KiB

False	449
(Missing)	21

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	449	95.5%
(Missing)	21	4.5%

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	3090000	3090000-205-1987-01195	19870704	<NA>	3	폐업	2	폐업	20190527	<NA>	<NA>	<NA>	02 9542280	16.50	132819	서울특별시 도봉구 도봉동 600-3번지	서울특별시 도봉구 도봉로165길 9 (도봉동)	1307	백설사	2019-05-27 16:09:57	U	2019-05-29 02:40:00.0	일반세탁업	203841.064216	463872.82088	일반세탁업	0	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	N
1	3090000	3090000-205-1987-01198	19870715	<NA>	3	폐업	2	폐업	20030711	<NA>	<NA>	<NA>	0200000000	14.66	132816	서울특별시 도봉구 도봉동 589-7번지	<NA>	<NA>	동궁사	2003-05-16 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	203593.652659	464139.818411	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3090000	3090000-205-1987-01199	19870715	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0209541590	10.56	132814	서울특별시 도봉구 도봉동 566-5번지	서울특별시 도봉구 도봉로181길 25 (도봉동)	1304	미미사	2014-01-02 11:51:16	I	2018-08-31 23:59:59.0	일반세탁업	203855.291595	464621.700291	일반세탁업	2	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	<NA>	<NA>	N
3	3090000	3090000-205-1987-01202	19870605	<NA>	3	폐업	2	폐업	20160713	<NA>	<NA>	<NA>	9064271	19.49	132875	서울특별시 도봉구 쌍문동 286-68번지 (28/5)	서울특별시 도봉구 우이천로36길 8 (쌍문동,(28/5))	1378	영광세탁소	2007-06-08 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	201978.773856	460854.316013	일반세탁업	2	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3090000	3090000-205-1987-01204	19870630	<NA>	3	폐업	2	폐업	20030501	<NA>	<NA>	<NA>	0209945468	17.80	132815	서울특별시 도봉구 도봉동 574-34번지	<NA>	<NA>	백광사	2003-05-23 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	203741.36581	464699.323138	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3090000	3090000-205-1987-01205	19870625	<NA>	3	폐업	2	폐업	20021129	<NA>	<NA>	<NA>	0209057403	19.74	132821	서울특별시 도봉구 도봉동 625-33번지	<NA>	<NA>	백합사	2003-06-23 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	204017.85546	463580.323873	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3090000	3090000-205-1987-01206	19870918	<NA>	3	폐업	2	폐업	20120830	<NA>	<NA>	<NA>	02954 8750	14.42	132821	서울특별시 도봉구 도봉동 623-94번지	서울특별시 도봉구 도봉로154가길 26 (도봉동)	1328	웰빙사	2007-03-30 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	203947.083435	463341.502685	일반세탁업	1	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3090000	3090000-205-1987-01208	19870625	<NA>	3	폐업	2	폐업	20030226	<NA>	<NA>	<NA>	0209046255	13.42	132821	서울특별시 도봉구 도봉동 623-123번지	<NA>	<NA>	거북사	2003-02-26 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	204015.770775	463287.403652	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3090000	3090000-205-1987-01210	19870630	<NA>	3	폐업	2	폐업	20021226	<NA>	<NA>	<NA>	0209058547	18.51	132822	서울특별시 도봉구 도봉동 628-1번지	<NA>	<NA>	화성사	2003-05-26 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	203985.756748	464010.932065	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3090000	3090000-205-1987-01211	19870625	<NA>	3	폐업	2	폐업	20050715	<NA>	<NA>	<NA>	0234935688	15.63	132854	서울특별시 도봉구 방학동 713-36번지	<NA>	<NA>	대흥사세탁소	2003-11-18 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	204005.41103	462287.033408	일반세탁업	<NA>	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<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
460	3090000	3090000-205-2019-00001	20190411	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 997 8796	33.00	132864	서울특별시 도봉구 쌍문동 103-61 지상1층	서울특별시 도봉구 도봉로109길 35-7, 지상1층 (쌍문동)	1448	노아	2020-10-12 12:00:39	U	2020-10-14 02:40:00.0	일반세탁업	202711.666199	460480.612615	일반세탁업	0	0	1	1	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
461	3090000	3090000-205-2019-00002	20190517	<NA>	3	폐업	2	폐업	20190829	<NA>	<NA>	<NA>	02 900 3707	16.50	132864	서울특별시 도봉구 쌍문동 103-70번지 지상1층	서울특별시 도봉구 도봉로 413, 지상1층 (쌍문동)	1452	바디시크릿	2019-08-29 09:27:54	U	2019-08-31 02:40:00.0	빨래방업	202665.184974	460114.547562	빨래방업	0	0	1	1	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
462	3090000	3090000-205-2019-00003	20190703	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	24.36	132771	서울특별시 도봉구 쌍문동 285-5번지 동익아파트 5동상가동 2층6호	서울특별시 도봉구 우이천로32길 65, 동익아파트 5동상가동 2층6호 (쌍문동)	1379	동익세탁소	2019-07-03 10:05:08	I	2019-07-05 02:21:29.0	일반세탁업	202115.623338	461010.132322	일반세탁업	0	0	2	2	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
463	3090000	3090000-205-2020-00001	20200416	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9973076	18.60	132910	서울특별시 도봉구 창동 347-4번지 주공3단지아파트 종합상가 110호	서울특별시 도봉구 해등로 48, 주공3단지아파트 종합상가 110호 (창동)	1421	특급세탁소	2020-04-16 11:13:57	I	2020-04-18 00:23:21.0	일반세탁업	203794.927271	460699.794608	일반세탁업	0	0	1	1	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	1	0	0	1	0	N
464	3090000	3090000-205-2021-00001	20210513	<NA>	3	폐업	2	폐업	20210830	<NA>	<NA>	<NA>	<NA>	30.00	132020	서울특별시 도봉구 방학동 734 청구아파트 상가B동 203호	서울특별시 도봉구 해등로 268, 청구아파트 상가B동 203호 (방학동)	1363	청구세탁소	2021-08-30 15:30:21	U	2021-09-01 02:40:00.0	일반세탁업	202237.410411	461736.71535	일반세탁업	0	0	2	2	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	4	0	0	0	0	N
465	3090000	3090000-205-2021-00002	20210622	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	24.00	132819	서울특별시 도봉구 도봉동 602-21 1층	서울특별시 도봉구 도봉로159길 30, 1층 (도봉동)	1308	주식회사 월드탑크린	2021-06-22 10:40:06	I	2021-06-24 00:22:53.0	일반세탁업	203691.505814	463568.862076	일반세탁업	0	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
466	3090000	3090000-205-2021-00003	20211005	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.75	132925	서울특별시 도봉구 창동 667-54	서울특별시 도봉구 도봉로110바길 40, 1층 (창동)	1456	창대세탁	2021-10-05 13:58:44	I	2021-10-07 00:22:47.0	일반세탁업	203229.807583	460643.429541	일반세탁업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	1	0	0	1	0	N
467	3090000	3090000-205-2021-00004	20211012	<NA>	3	폐업	2	폐업	20220824	<NA>	<NA>	<NA>	02 955 1317	134.86	132913	서울특별시 도봉구 창동 443-6	서울특별시 도봉구 덕릉로 272, 1층 (창동)	1487	도봉지역자활센터	2022-08-24 11:26:13	U	2021-12-07 22:06:00.0	일반세탁업	203553.135407	459890.855841	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
468	3090000	3090000-205-2022-00001	20220120	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02995 2121	45.21	132040	서울특별시 도봉구 창동 27-3 주공아파트	서울특별시 도봉구 노해로70길 46, 주공아파트 상가동 지하1층 10호 (창동)	1417	백양	2022-01-20 11:58:46	I	2022-01-22 00:22:40.0	일반세탁업	204468.657003	460879.972975	일반세탁업	0	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	3	0	0	0	0	N
469	3090000	3090000-205-2022-00002	20220520	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	16668331	46.20	132817	서울특별시 도봉구 도봉동 594-10 1층	서울특별시 도봉구 도봉로169길 53, 1층 (도봉동)	1306	아이자리	2022-05-20 16:38:33	I	2021-12-04 22:02:00.0	세탁업 기타	203721.773715	464096.867767	<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

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

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