gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	771
Missing cells	7602
Missing cells (%)	21.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	304.3 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	강동구
URL	https://data.seoul.go.kr/dataList/OA-17976/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (91.3%)	Imbalance
`위생업태명` is highly imbalanced (72.6%)	Imbalance
`사용시작지하층` is highly imbalanced (53.9%)	Imbalance
`사용끝지하층` is highly imbalanced (85.1%)	Imbalance
`여성종사자수` is highly imbalanced (70.6%)	Imbalance
`남성종사자수` is highly imbalanced (70.6%)	Imbalance
`회수건조수` is highly imbalanced (70.1%)	Imbalance
`인허가취소일자` has 771 (100.0%) missing values	Missing
`폐업일자` has 156 (20.2%) missing values	Missing
`휴업시작일자` has 771 (100.0%) missing values	Missing
`휴업종료일자` has 771 (100.0%) missing values	Missing
`재개업일자` has 771 (100.0%) missing values	Missing
`전화번호` has 64 (8.3%) missing values	Missing
`도로명주소` has 437 (56.7%) missing values	Missing
`도로명우편번호` has 450 (58.4%) missing values	Missing
`좌표정보(X)` has 49 (6.4%) missing values	Missing
`좌표정보(Y)` has 49 (6.4%) missing values	Missing
`건물지상층수` has 175 (22.7%) missing values	Missing
`발한실여부` has 91 (11.8%) missing values	Missing
`조건부허가신고사유` has 771 (100.0%) missing values	Missing
`조건부허가시작일자` has 771 (100.0%) missing values	Missing
`조건부허가종료일자` has 771 (100.0%) missing values	Missing
`세탁기수` has 651 (84.4%) missing values	Missing
`다중이용업소여부` has 83 (10.8%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가신고사유` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 248 (32.2%) zeros	Zeros
`세탁기수` has 24 (3.1%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:35:17.733343
Analysis finished	2024-05-11 05:35:19.081614
Duration	1.35 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

3240000	771

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3240000
2nd row	3240000
3rd row	3240000
4th row	3240000
5th row	3240000

Common Values

Value	Count	Frequency (%)
3240000	771	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3240000	771	100.0%

관리번호
Text

UNIQUE

Distinct	771
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Length

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

Characters and Unicode

Total characters	16962
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	771 ?
Unique (%)	100.0%

Sample

1st row	3240000-205-1987-01919
2nd row	3240000-205-1987-01926
3rd row	3240000-205-1987-02184
4th row	3240000-205-1987-02191
5th row	3240000-205-1987-02192

Value	Count	Frequency (%)
3240000-205-1987-01919	1	0.1%
3240000-205-1993-02000	1	0.1%
3240000-205-2003-00026	1	0.1%
3240000-205-2003-00017	1	0.1%
3240000-205-2003-00018	1	0.1%
3240000-205-2003-00019	1	0.1%
3240000-205-2003-00020	1	0.1%
3240000-205-2003-00021	1	0.1%
3240000-205-2003-00022	1	0.1%
3240000-205-2003-00023	1	0.1%
Other values (761)	761	98.7%

Most occurring characters

Value	Count	Frequency (%)
0	6105	36.0%
2	2558	15.1%
-	2313	13.6%
3	1128	6.7%
1	988	5.8%
4	973	5.7%
5	946	5.6%
9	942	5.6%
8	478	2.8%
7	362	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14649	86.4%
Dash Punctuation	2313	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6105	41.7%
2	2558	17.5%
3	1128	7.7%
1	988	6.7%
4	973	6.6%
5	946	6.5%
9	942	6.4%
8	478	3.3%
7	362	2.5%
6	169	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	2313	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	16962	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6105	36.0%
2	2558	15.1%
-	2313	13.6%
3	1128	6.7%
1	988	5.8%
4	973	5.7%
5	946	5.6%
9	942	5.6%
8	478	2.8%
7	362	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16962	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6105	36.0%
2	2558	15.1%
-	2313	13.6%
3	1128	6.7%
1	988	5.8%
4	973	5.7%
5	946	5.6%
9	942	5.6%
8	478	2.8%
7	362	2.1%

인허가일자
Date

Distinct	455
Distinct (%)	59.0%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Minimum	1987-02-21 00:00:00
Maximum	2024-01-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	771
Missing (%)	100.0%
Memory size	6.9 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

3	615
1	156

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	615	79.8%
1	156	20.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	615	79.8%
1	156	20.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

폐업	615
영업/정상	156

Length

Max length	5
Median length	2
Mean length	2.6070039
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	615	79.8%
영업/정상	156	20.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	615	79.8%
영업/정상	156	20.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

2	615
1	156

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	615	79.8%
1	156	20.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	615	79.8%
1	156	20.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

폐업	615
영업	156

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	615	79.8%
영업	156	20.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	615	79.8%
영업	156	20.2%

폐업일자
Date

MISSING

Distinct	469
Distinct (%)	76.3%
Missing	156
Missing (%)	20.2%
Memory size	6.2 KiB

Minimum	1989-08-29 00:00:00
Maximum	2024-03-07 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	771
Missing (%)	100.0%
Memory size	6.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	771
Missing (%)	100.0%
Memory size	6.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	771
Missing (%)	100.0%
Memory size	6.9 KiB

전화번호
Text

MISSING

Distinct	596
Distinct (%)	84.3%
Missing	64
Missing (%)	8.3%
Memory size	6.2 KiB

Length

Max length	12
Median length	10
Mean length	9.8571429
Min length	2

Characters and Unicode

Total characters	6969
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	565 ?
Unique (%)	79.9%

Sample

1st row	02 00000
2nd row	0204854195
3rd row	0234272644
4th row	02 00000
5th row	02 00000

Value	Count	Frequency (%)
02	397	34.9%
0200000000	36	3.2%
00000	18	1.6%
442	10	0.9%
441	7	0.6%
426	5	0.4%
4811212	4	0.4%
428	4	0.4%
475	4	0.4%
470	4	0.4%
Other values (602)	650	57.1%

Most occurring characters

Value	Count	Frequency (%)
0	1629	23.4%
2	1153	16.5%
4	982	14.1%
	550	7.9%
8	538	7.7%
7	528	7.6%
6	355	5.1%
5	332	4.8%
3	328	4.7%
1	326	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6419	92.1%
Space Separator	550	7.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1629	25.4%
2	1153	18.0%
4	982	15.3%
8	538	8.4%
7	528	8.2%
6	355	5.5%
5	332	5.2%
3	328	5.1%
1	326	5.1%
9	248	3.9%

Space Separator

Value	Count	Frequency (%)
	550	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6969	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1629	23.4%
2	1153	16.5%
4	982	14.1%
	550	7.9%
8	538	7.7%
7	528	7.6%
6	355	5.1%
5	332	4.8%
3	328	4.7%
1	326	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6969	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1629	23.4%
2	1153	16.5%
4	982	14.1%
	550	7.9%
8	538	7.7%
7	528	7.6%
6	355	5.1%
5	332	4.8%
3	328	4.7%
1	326	4.7%

소재지면적
Text

Distinct	369
Distinct (%)	47.9%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Length

Max length	9
Median length	5
Mean length	4.9623865
Min length	3

Characters and Unicode

Total characters	3826
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	286 ?
Unique (%)	37.1%

Sample

1st row	16.34
2nd row	10.08
3rd row	23.10
4th row	20.00
5th row	19.72

Value	Count	Frequency (%)
33.00	46	6.0%
00	43	5.6%
15.00	28	3.6%
23.10	26	3.4%
26.40	25	3.2%
20.00	24	3.1%
24.00	16	2.1%
30.00	16	2.1%
19.80	16	2.1%
21.00	12	1.6%
Other values (359)	519	67.3%

Most occurring characters

Value	Count	Frequency (%)
0	943	24.6%
.	771	20.2%
1	432	11.3%
2	372	9.7%
3	294	7.7%
4	228	6.0%
6	204	5.3%
5	184	4.8%
9	162	4.2%
8	141	3.7%
Other values (2)	95	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3053	79.8%
Other Punctuation	773	20.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	943	30.9%
1	432	14.2%
2	372	12.2%
3	294	9.6%
4	228	7.5%
6	204	6.7%
5	184	6.0%
9	162	5.3%
8	141	4.6%
7	93	3.0%

Other Punctuation

Value	Count	Frequency (%)
.	771	99.7%
,	2	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	3826	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	943	24.6%
.	771	20.2%
1	432	11.3%
2	372	9.7%
3	294	7.7%
4	228	6.0%
6	204	5.3%
5	184	4.8%
9	162	4.2%
8	141	3.7%
Other values (2)	95	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3826	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	943	24.6%
.	771	20.2%
1	432	11.3%
2	372	9.7%
3	294	7.7%
4	228	6.0%
6	204	5.3%
5	184	4.8%
9	162	4.2%
8	141	3.7%
Other values (2)	95	2.5%

소재지우편번호
Text

Distinct	107
Distinct (%)	13.9%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Length

Max length	7
Median length	6
Mean length	6.0285344
Min length	6

Characters and Unicode

Total characters	4648
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	23 ?
Unique (%)	3.0%

Sample

1st row	134830
2nd row	134868
3rd row	134830
4th row	134840
5th row	134844

Value	Count	Frequency (%)
134864	37	4.8%
134830	30	3.9%
134861	28	3.6%
134867	23	3.0%
134841	23	3.0%
134868	21	2.7%
134050	18	2.3%
134822	18	2.3%
134817	18	2.3%
134859	17	2.2%
Other values (97)	538	69.8%

Most occurring characters

Value	Count	Frequency (%)
1	969	20.8%
4	964	20.7%
3	900	19.4%
8	802	17.3%
0	276	5.9%
6	223	4.8%
7	172	3.7%
5	139	3.0%
2	113	2.4%
9	68	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4626	99.5%
Dash Punctuation	22	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	969	20.9%
4	964	20.8%
3	900	19.5%
8	802	17.3%
0	276	6.0%
6	223	4.8%
7	172	3.7%
5	139	3.0%
2	113	2.4%
9	68	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4648	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	969	20.8%
4	964	20.7%
3	900	19.4%
8	802	17.3%
0	276	5.9%
6	223	4.8%
7	172	3.7%
5	139	3.0%
2	113	2.4%
9	68	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4648	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	969	20.8%
4	964	20.7%
3	900	19.4%
8	802	17.3%
0	276	5.9%
6	223	4.8%
7	172	3.7%
5	139	3.0%
2	113	2.4%
9	68	1.5%

지번주소
Text

Distinct	707
Distinct (%)	91.7%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Length

Max length	50
Median length	46
Mean length	24.45655
Min length	15

Characters and Unicode

Total characters	18856
Distinct characters	173
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	651 ?
Unique (%)	84.4%

Sample

1st row	서울특별시 강동구 명일동 351-12번지
2nd row	서울특별시 강동구 천호동 316-0번지
3rd row	서울특별시 강동구 명일동 333-17번지
4th row	서울특별시 강동구 성내동 12-39번지
5th row	서울특별시 강동구 성내동 405-17번지

Value	Count	Frequency (%)
서울특별시	771	22.1%
강동구	771	22.1%
천호동	208	6.0%
성내동	132	3.8%
길동	107	3.1%
암사동	103	2.9%
명일동	66	1.9%
둔촌동	57	1.6%
1층	50	1.4%
고덕동	49	1.4%
Other values (866)	1179	33.8%

Most occurring characters

Value	Count	Frequency (%)
	3366	17.9%
동	1602	8.5%
강	807	4.3%
1	797	4.2%
시	776	4.1%
별	774	4.1%
구	772	4.1%
서	771	4.1%
특	771	4.1%
울	771	4.1%
Other values (163)	7649	40.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10965	58.2%
Decimal Number	3776	20.0%
Space Separator	3366	17.9%
Dash Punctuation	666	3.5%
Uppercase Letter	30	0.2%
Open Punctuation	23	0.1%
Close Punctuation	23	0.1%
Other Punctuation	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1602	14.6%
강	807	7.4%
시	776	7.1%
별	774	7.1%
구	772	7.0%
서	771	7.0%
특	771	7.0%
울	771	7.0%
지	680	6.2%
번	647	5.9%
Other values (138)	2594	23.7%

Decimal Number

Value	Count	Frequency (%)
1	797	21.1%
4	485	12.8%
2	481	12.7%
3	456	12.1%
0	380	10.1%
5	289	7.7%
6	242	6.4%
7	219	5.8%
9	217	5.7%
8	210	5.6%

Uppercase Letter

Value	Count	Frequency (%)
A	9	30.0%
K	4	13.3%
P	4	13.3%
B	3	10.0%
S	2	6.7%
R	2	6.7%
T	2	6.7%
I	2	6.7%
M	1	3.3%
G	1	3.3%

Space Separator

Value	Count	Frequency (%)
	3366	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	666	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	23	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	23	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10965	58.2%
Common	7861	41.7%
Latin	30	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1602	14.6%
강	807	7.4%
시	776	7.1%
별	774	7.1%
구	772	7.0%
서	771	7.0%
특	771	7.0%
울	771	7.0%
지	680	6.2%
번	647	5.9%
Other values (138)	2594	23.7%

Common

Value	Count	Frequency (%)
	3366	42.8%
1	797	10.1%
-	666	8.5%
4	485	6.2%
2	481	6.1%
3	456	5.8%
0	380	4.8%
5	289	3.7%
6	242	3.1%
7	219	2.8%
Other values (5)	480	6.1%

Latin

Value	Count	Frequency (%)
A	9	30.0%
K	4	13.3%
P	4	13.3%
B	3	10.0%
S	2	6.7%
R	2	6.7%
T	2	6.7%
I	2	6.7%
M	1	3.3%
G	1	3.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10965	58.2%
ASCII	7891	41.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3366	42.7%
1	797	10.1%
-	666	8.4%
4	485	6.1%
2	481	6.1%
3	456	5.8%
0	380	4.8%
5	289	3.7%
6	242	3.1%
7	219	2.8%
Other values (15)	510	6.5%

Hangul

Value	Count	Frequency (%)
동	1602	14.6%
강	807	7.4%
시	776	7.1%
별	774	7.1%
구	772	7.0%
서	771	7.0%
특	771	7.0%
울	771	7.0%
지	680	6.2%
번	647	5.9%
Other values (138)	2594	23.7%

도로명주소
Text

MISSING

Distinct	330
Distinct (%)	98.8%
Missing	437
Missing (%)	56.7%
Memory size	6.2 KiB

Length

Max length	56
Median length	49
Mean length	31.197605
Min length	21

Characters and Unicode

Total characters	10420
Distinct characters	175
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	326 ?
Unique (%)	97.6%

Sample

1st row	서울특별시 강동구 양재대로136길 11 (명일동)
2nd row	서울특별시 강동구 양재대로123길 52 (천호동)
3rd row	서울특별시 강동구 천중로29길 5 (천호동)
4th row	서울특별시 강동구 상암로27길 16 (천호동)
5th row	서울특별시 강동구 천중로 79 (천호동)

Value	Count	Frequency (%)
서울특별시	334	17.0%
강동구	334	17.0%
천호동	76	3.9%
1층	61	3.1%
성내동	50	2.5%
암사동	40	2.0%
길동	34	1.7%
명일동	30	1.5%
상일동	21	1.1%
둔촌동	21	1.1%
Other values (501)	966	49.1%

Most occurring characters

Value	Count	Frequency (%)
	1636	15.7%
동	731	7.0%
1	440	4.2%
구	378	3.6%
강	367	3.5%
(	348	3.3%
)	348	3.3%
시	338	3.2%
서	334	3.2%
특	334	3.2%
Other values (165)	5166	49.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6054	58.1%
Decimal Number	1770	17.0%
Space Separator	1636	15.7%
Open Punctuation	348	3.3%
Close Punctuation	348	3.3%
Other Punctuation	214	2.1%
Uppercase Letter	26	0.2%
Dash Punctuation	23	0.2%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	731	12.1%
구	378	6.2%
강	367	6.1%
시	338	5.6%
서	334	5.5%
특	334	5.5%
별	334	5.5%
울	334	5.5%
로	326	5.4%
길	290	4.8%
Other values (141)	2288	37.8%

Decimal Number

Value	Count	Frequency (%)
1	440	24.9%
2	224	12.7%
3	192	10.8%
0	185	10.5%
4	146	8.2%
5	142	8.0%
6	128	7.2%
7	127	7.2%
9	99	5.6%
8	87	4.9%

Uppercase Letter

Value	Count	Frequency (%)
A	10	38.5%
P	4	15.4%
K	3	11.5%
R	2	7.7%
T	2	7.7%
I	2	7.7%
B	2	7.7%
M	1	3.8%

Space Separator

Value	Count	Frequency (%)
	1636	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	348	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	348	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	214	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	23	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6054	58.1%
Common	4340	41.7%
Latin	26	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	731	12.1%
구	378	6.2%
강	367	6.1%
시	338	5.6%
서	334	5.5%
특	334	5.5%
별	334	5.5%
울	334	5.5%
로	326	5.4%
길	290	4.8%
Other values (141)	2288	37.8%

Common

Value	Count	Frequency (%)
	1636	37.7%
1	440	10.1%
(	348	8.0%
)	348	8.0%
2	224	5.2%
,	214	4.9%
3	192	4.4%
0	185	4.3%
4	146	3.4%
5	142	3.3%
Other values (6)	465	10.7%

Latin

Value	Count	Frequency (%)
A	10	38.5%
P	4	15.4%
K	3	11.5%
R	2	7.7%
T	2	7.7%
I	2	7.7%
B	2	7.7%
M	1	3.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6054	58.1%
ASCII	4366	41.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1636	37.5%
1	440	10.1%
(	348	8.0%
)	348	8.0%
2	224	5.1%
,	214	4.9%
3	192	4.4%
0	185	4.2%
4	146	3.3%
5	142	3.3%
Other values (14)	491	11.2%

Hangul

Value	Count	Frequency (%)
동	731	12.1%
구	378	6.2%
강	367	6.1%
시	338	5.6%
서	334	5.5%
특	334	5.5%
별	334	5.5%
울	334	5.5%
로	326	5.4%
길	290	4.8%
Other values (141)	2288	37.8%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	150
Distinct (%)	46.7%
Missing	450
Missing (%)	58.4%
Infinite	0
Infinite (%)	0.0%
Mean	5310.9346

Minimum	5209
Maximum	5415
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	5209
5-th percentile	5225
Q1	5262
median	5312
Q3	5354
95-th percentile	5402
Maximum	5415
Range	206
Interquartile range (IQR)	92

Descriptive statistics

Standard deviation	56.757038
Coefficient of variation (CV)	0.010686827
Kurtosis	-1.1394179
Mean	5310.9346
Median Absolute Deviation (MAD)	48
Skewness	0.010696256
Sum	1704810
Variance	3221.3613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5331	8	1.0%
5301	7	0.9%
5271	7	0.9%
5351	5	0.6%
5364	5	0.6%
5336	5	0.6%
5403	5	0.6%
5227	5	0.6%
5383	5	0.6%
5321	5	0.6%
Other values (140)	264	34.2%
(Missing)	450	58.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5209	2	0.3%
5210	2	0.3%
5211	1	0.1%
5214	2	0.3%
5216	1	0.1%
5217	1	0.1%
5218	1	0.1%
5219	1	0.1%
5220	3	0.4%
5222	1	0.1%

Value	Count	Frequency (%)
5415	2	0.3%
5412	1	0.1%
5408	1	0.1%
5407	2	0.3%
5406	4	0.5%
5404	1	0.1%
5403	5	0.6%
5402	2	0.3%
5401	2	0.3%
5400	3	0.4%

사업장명
Text

Distinct	510
Distinct (%)	66.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Length

Max length	18
Median length	16
Mean length	4.1595331
Min length	2

Characters and Unicode

Total characters	3207
Distinct characters	300
Distinct categories	7 ?
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	395 ?
Unique (%)	51.2%

Sample

1st row	제일
2nd row	백양
3rd row	대원사
4th row	열매사
5th row	현대사

Value	Count	Frequency (%)
백양사	30	3.8%
현대사	20	2.5%
백조사	13	1.6%
백양세탁소	10	1.3%
백성사	8	1.0%
일광사	7	0.9%
월풀빨래방	6	0.8%
대성사	6	0.8%
태양사	6	0.8%
우성세탁소	6	0.8%
Other values (511)	685	85.9%

Most occurring characters

Value	Count	Frequency (%)
사	378	11.8%
세	234	7.3%
탁	230	7.2%
소	123	3.8%
백	106	3.3%
크	88	2.7%
성	78	2.4%
양	67	2.1%
동	64	2.0%
대	58	1.8%
Other values (290)	1781	55.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3167	98.8%
Space Separator	26	0.8%
Uppercase Letter	8	0.2%
Close Punctuation	2	0.1%
Open Punctuation	2	0.1%
Other Punctuation	1	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	378	11.9%
세	234	7.4%
탁	230	7.3%
소	123	3.9%
백	106	3.3%
크	88	2.8%
성	78	2.5%
양	67	2.1%
동	64	2.0%
대	58	1.8%
Other values (278)	1741	55.0%

Uppercase Letter

Value	Count	Frequency (%)
I	2	25.0%
G	1	12.5%
L	1	12.5%
F	1	12.5%
C	1	12.5%
T	1	12.5%
K	1	12.5%

Space Separator

Value	Count	Frequency (%)
	26	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3167	98.8%
Common	32	1.0%
Latin	8	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	378	11.9%
세	234	7.4%
탁	230	7.3%
소	123	3.9%
백	106	3.3%
크	88	2.8%
성	78	2.5%
양	67	2.1%
동	64	2.0%
대	58	1.8%
Other values (278)	1741	55.0%

Latin

Value	Count	Frequency (%)
I	2	25.0%
G	1	12.5%
L	1	12.5%
F	1	12.5%
C	1	12.5%
T	1	12.5%
K	1	12.5%

Common

Value	Count	Frequency (%)
	26	81.2%
)	2	6.2%
(	2	6.2%
&	1	3.1%
-	1	3.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3167	98.8%
ASCII	40	1.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	378	11.9%
세	234	7.4%
탁	230	7.3%
소	123	3.9%
백	106	3.3%
크	88	2.8%
성	78	2.5%
양	67	2.1%
동	64	2.0%
대	58	1.8%
Other values (278)	1741	55.0%

ASCII

Value	Count	Frequency (%)
	26	65.0%
)	2	5.0%
(	2	5.0%
I	2	5.0%
G	1	2.5%
L	1	2.5%
&	1	2.5%
F	1	2.5%
C	1	2.5%
T	1	2.5%
Other values (2)	2	5.0%

최종수정일자
Date

Distinct	427
Distinct (%)	55.4%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Minimum	1999-02-12 00:00:00
Maximum	2024-03-07 09:10:01

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

I	605
U	166

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	605	78.5%
U	166	21.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	605	78.5%
u	166	21.5%

데이터갱신일자
Date

Distinct	130
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-03 00:09:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

일반세탁업	755
운동화전문세탁업	8
빨래방업	6
세탁업 기타	2

Length

Max length	8
Median length	5
Mean length	5.0259403
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	755	97.9%
운동화전문세탁업	8	1.0%
빨래방업	6	0.8%
세탁업 기타	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	755	97.7%
운동화전문세탁업	8	1.0%
빨래방업	6	0.8%
세탁업	2	0.3%
기타	2	0.3%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	558
Distinct (%)	77.3%
Missing	49
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	212269.58

Minimum	210624
Maximum	216072.18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	210624
5-th percentile	210882.74
Q1	211506.36
median	212075.49
Q3	212752.71
95-th percentile	214830.79
Maximum	216072.18
Range	5448.1785
Interquartile range (IQR)	1246.3556

Descriptive statistics

Standard deviation	1103.6459
Coefficient of variation (CV)	0.0051992657
Kurtosis	1.1369566
Mean	212269.58
Median Absolute Deviation (MAD)	615.33506
Skewness	1.150989
Sum	1.5325864 × 10⁸
Variance	1218034.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
211047.878697259	8	1.0%
213048.692179757	5	0.6%
212480.463676316	5	0.6%
214293.085340515	5	0.6%
213640.409719271	5	0.6%
215008.531272849	4	0.5%
214672.069198977	4	0.5%
213030.184792779	4	0.5%
212860.982126977	4	0.5%
211729.143097102	4	0.5%
Other values (548)	674	87.4%
(Missing)	49	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
210623.999214074	2	0.3%
210674.026410574	2	0.3%
210682.838396073	1	0.1%
210692.723792014	1	0.1%
210694.356443976	1	0.1%
210702.347047613	1	0.1%
210702.406777082	1	0.1%
210714.338056246	1	0.1%
210742.934504221	1	0.1%
210747.861777943	1	0.1%

Value	Count	Frequency (%)
216072.177742182	1	0.1%
215888.898816	2	0.3%
215875.024969	1	0.1%
215784.2264	2	0.3%
215527.721278	2	0.3%
215422.746119624	3	0.4%
215361.163713829	1	0.1%
215303.913311463	1	0.1%
215223.604630417	1	0.1%
215201.290186508	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	558
Distinct (%)	77.3%
Missing	49
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	449006.64

Minimum	446699.2
Maximum	452213.42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	446699.2
5-th percentile	447271.9
Q1	448189.49
median	448976.43
Q3	449799.48
95-th percentile	450846.43
Maximum	452213.42
Range	5514.2207
Interquartile range (IQR)	1609.9902

Descriptive statistics

Standard deviation	1080.7948
Coefficient of variation (CV)	0.0024070797
Kurtosis	-0.40639027
Mean	449006.64
Median Absolute Deviation (MAD)	818.86656
Skewness	0.16381915
Sum	3.241828 × 10⁸
Variance	1168117.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450021.504957301	8	1.0%
450124.105734971	5	0.6%
450472.374955204	5	0.6%
450636.626425939	5	0.6%
449810.525251162	5	0.6%
450016.148655397	4	0.5%
449978.944077781	4	0.5%
449881.868861553	4	0.5%
448990.045525377	4	0.5%
448643.365100299	4	0.5%
Other values (548)	674	87.4%
(Missing)	49	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
446699.196101461	1	0.1%
446800.369554447	1	0.1%
446824.910976521	1	0.1%
446833.993029127	1	0.1%
446846.089755545	1	0.1%
446928.682055134	1	0.1%
446966.454190768	2	0.3%
446979.497842093	1	0.1%
447002.595464207	1	0.1%
447018.459750024	1	0.1%

Value	Count	Frequency (%)
452213.416817557	1	0.1%
452189.755118282	1	0.1%
452130.329696	2	0.3%
452076.939632	2	0.3%
451839.097942	2	0.3%
451722.369440998	1	0.1%
451370.39819	1	0.1%
451140.814969126	1	0.1%
451120.470507797	1	0.1%
451115.727164347	1	0.1%

위생업태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

일반세탁업	675
<NA>	83
운동화전문세탁업	6
빨래방업	6
세탁업 기타	1

Length

Max length	8
Median length	5
Mean length	4.9092088
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	675	87.5%
<NA>	83	10.8%
운동화전문세탁업	6	0.8%
빨래방업	6	0.8%
세탁업 기타	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	675	87.4%
na	83	10.8%
운동화전문세탁업	6	0.8%
빨래방업	6	0.8%
세탁업	1	0.1%
기타	1	0.1%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	2.3%
Missing	175
Missing (%)	22.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.7634228

Minimum	0
Maximum	28
Zeros	248
Zeros (%)	32.2%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	4
Maximum	28
Range	28
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.5123703
Coefficient of variation (CV)	1.4247124
Kurtosis	38.872531
Mean	1.7634228
Median Absolute Deviation (MAD)	1
Skewness	4.8452642
Sum	1051
Variance	6.3120044
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	248	32.2%
2	112	14.5%
3	93	12.1%
4	66	8.6%
1	51	6.6%
5	16	2.1%
16	2	0.3%
7	2	0.3%
24	1	0.1%
28	1	0.1%
Other values (4)	4	0.5%
(Missing)	175	22.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	248	32.2%
1	51	6.6%
2	112	14.5%
3	93	12.1%
4	66	8.6%
5	16	2.1%
7	2	0.3%
9	1	0.1%
10	1	0.1%
15	1	0.1%

Value	Count	Frequency (%)
28	1	0.1%
24	1	0.1%
21	1	0.1%
16	2	0.3%
15	1	0.1%
10	1	0.1%
9	1	0.1%
7	2	0.3%
5	16	2.1%
4	66	8.6%

건물지하층수
Categorical

Distinct	6
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	304
0	285
1	175
2	4
5	2

Length

Max length	4
Median length	1
Mean length	2.1828794
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	304	39.4%
0	285	37.0%
1	175	22.7%
2	4	0.5%
5	2	0.3%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	304	39.4%
0	285	37.0%
1	175	22.7%
2	4	0.5%
5	2	0.3%
3	1	0.1%

사용시작지상층
Categorical

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

1	372
<NA>	192
0	182
2	23
3	2

Length

Max length	4
Median length	1
Mean length	1.7470817
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	372	48.2%
<NA>	192	24.9%
0	182	23.6%
2	23	3.0%
3	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	372	48.2%
na	192	24.9%
0	182	23.6%
2	23	3.0%
3	2	0.3%

사용끝지상층
Categorical

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	375
1	363
2	22
0	9
3	2

Length

Max length	4
Median length	1
Mean length	2.459144
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	375	48.6%
1	363	47.1%
2	22	2.9%
0	9	1.2%
3	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	375	48.6%
1	363	47.1%
2	22	2.9%
0	9	1.2%
3	2	0.3%

사용시작지하층
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	563
0	198
1	9
2	1

Length

Max length	4
Median length	4
Mean length	3.1906615
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	563	73.0%
0	198	25.7%
1	9	1.2%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	563	73.0%
0	198	25.7%
1	9	1.2%
2	1	0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	738
0	24
1	8
2	1

Length

Max length	4
Median length	4
Mean length	3.8715953
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	738	95.7%
0	24	3.1%
1	8	1.0%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	738	95.7%
0	24	3.1%
1	8	1.0%
2	1	0.1%

한실수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	476
0	295

Length

Max length	4
Median length	4
Mean length	2.8521401
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	476	61.7%
0	295	38.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	476	61.7%
0	295	38.3%

양실수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	476
0	295

Length

Max length	4
Median length	4
Mean length	2.8521401
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	476	61.7%
0	295	38.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	476	61.7%
0	295	38.3%

욕실수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	476
0	295

Length

Max length	4
Median length	4
Mean length	2.8521401
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	476	61.7%
0	295	38.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	476	61.7%
0	295	38.3%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.1%
Missing	91
Missing (%)	11.8%
Memory size	1.6 KiB

False	680
(Missing)	91

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	680	88.2%
(Missing)	91	11.8%

좌석수
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	473
0	295
4	3

Length

Max length	4
Median length	4
Mean length	2.8404669
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	473	61.3%
0	295	38.3%
4	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	473	61.3%
0	295	38.3%
4	3	0.4%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	771
Missing (%)	100.0%
Memory size	6.9 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	771
Missing (%)	100.0%
Memory size	6.9 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	771
Missing (%)	100.0%
Memory size	6.9 KiB

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	394
임대	367
자가	10

Length

Max length	4
Median length	4
Mean length	3.0220493
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	394	51.1%
임대	367	47.6%
자가	10	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	394	51.1%
임대	367	47.6%
자가	10	1.3%

세탁기수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	5.0%
Missing	651
Missing (%)	84.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.4083333

Minimum	0
Maximum	6
Zeros	24
Zeros (%)	3.1%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1264269
Coefficient of variation (CV)	0.79982974
Kurtosis	1.4255821
Mean	1.4083333
Median Absolute Deviation (MAD)	1
Skewness	0.96782442
Sum	169
Variance	1.2688375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	50	6.5%
2	26	3.4%
0	24	3.1%
3	15	1.9%
4	4	0.5%
6	1	0.1%
(Missing)	651	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	3.1%
1	50	6.5%
2	26	3.4%
3	15	1.9%
4	4	0.5%
6	1	0.1%

Value	Count	Frequency (%)
6	1	0.1%
4	4	0.5%
3	15	1.9%
2	26	3.4%
1	50	6.5%
0	24	3.1%

여성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	731
0	40

Length

Max length	4
Median length	4
Mean length	3.844358
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>	731	94.8%
0	40	5.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	731	94.8%
0	40	5.2%

남성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	731
0	40

Length

Max length	4
Median length	4
Mean length	3.844358
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>	731	94.8%
0	40	5.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	731	94.8%
0	40	5.2%

회수건조수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	666
0	50
1	44
2	9
4	1

Length

Max length	4
Median length	4
Mean length	3.5914397
Min length	1

Unique

Unique	2 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	666	86.4%
0	50	6.5%
1	44	5.7%
2	9	1.2%
4	1	0.1%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	666	86.4%
0	50	6.5%
1	44	5.7%
2	9	1.2%
4	1	0.1%
3	1	0.1%

침대수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

<NA>	669
0	102

Length

Max length	4
Median length	4
Mean length	3.6031128
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>	669	86.8%
0	102	13.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	669	86.8%
0	102	13.2%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.1%
Missing	83
Missing (%)	10.8%
Memory size	1.6 KiB

False	688
(Missing)	83

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	688	89.2%
(Missing)	83	10.8%

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
0	3240000	3240000-205-1987-01919	19871006	<NA>	3	폐업	2	폐업	19971002	<NA>	<NA>	<NA>	02 00000	16.34	134830	서울특별시 강동구 명일동 351-12번지	<NA>	<NA>	제일	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	212682.212173	449190.216686	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3240000	3240000-205-1987-01926	19871204	<NA>	3	폐업	2	폐업	19951206	<NA>	<NA>	<NA>	0204854195	10.08	134868	서울특별시 강동구 천호동 316-0번지	<NA>	<NA>	백양	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	211048.953703	449531.013087	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3240000	3240000-205-1987-02184	19870613	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0234272644	23.10	134830	서울특별시 강동구 명일동 333-17번지	서울특별시 강동구 양재대로136길 11 (명일동)	5295	대원사	2003-05-26 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	212690.951004	449612.9966	일반세탁업	3	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3240000	3240000-205-1987-02191	19871219	<NA>	3	폐업	2	폐업	19971201	<NA>	<NA>	<NA>	02 00000	20.00	134840	서울특별시 강동구 성내동 12-39번지	<NA>	<NA>	열매사	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	211148.767663	448243.200916	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3240000	3240000-205-1987-02192	19871219	<NA>	3	폐업	2	폐업	19971201	<NA>	<NA>	<NA>	02 00000	19.72	134844	서울특별시 강동구 성내동 405-17번지	<NA>	<NA>	현대사	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	211804.926218	447713.815055	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3240000	3240000-205-1987-02210	19871006	<NA>	3	폐업	2	폐업	19891023	<NA>	<NA>	<NA>	02 00000	15.00	134861	서울특별시 강동구 천호동 18-96번지	<NA>	<NA>	삼성사	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	212284.744465	449735.046172	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3240000	3240000-205-1987-02211	19871006	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0204866047	33.00	134861	서울특별시 강동구 천호동 47-32번지	서울특별시 강동구 양재대로123길 52 (천호동)	5313	대원사	2003-05-22 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	212227.277517	449097.368248	일반세탁업	4	1	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3240000	3240000-205-1987-02212	19871006	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0204732940	20.00	134863	서울특별시 강동구 천호동 102-5번지	서울특별시 강동구 천중로29길 5 (천호동)	5311	국제사	2003-05-23 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	211921.282584	448984.519134	일반세탁업	2	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3240000	3240000-205-1987-02214	19871006	<NA>	3	폐업	2	폐업	20221020	<NA>	<NA>	<NA>	0204773468	23.10	134866	서울특별시 강동구 천호동 227-6	서울특별시 강동구 상암로27길 16 (천호동)	5308	천호사	2022-10-20 11:19:35	U	2021-10-30 22:02:00.0	일반세탁업	212096.810194	449401.391924	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3240000	3240000-205-1987-02215	19871016	<NA>	3	폐업	2	폐업	20130214	<NA>	<NA>	<NA>	0204827049	33.00	134812	서울특별시 강동구 길동 369-19번지	<NA>	<NA>	백양사	2003-05-23 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	<NA>	<NA>	일반세탁업	4	1	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
761	3240000	3240000-205-2021-00001	2021-01-12	<NA>	3	폐업	2	폐업	2023-06-07	<NA>	<NA>	<NA>	02 442 9998	32.49	134-100	서울특별시 강동구 강일동 76-2 아이메디컬	서울특별시 강동구 아리수로93나길 38, 아이메디컬 1층 118호 (강일동)	5415	미사세탁(고덕강일점)	2023-06-07 09:16:49	U	2022-12-06 00:09:00.0	일반세탁업	215303.913311	452189.755118	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
762	3240000	3240000-205-2021-00002	2021-02-01	<NA>	3	폐업	2	폐업	2024-01-31	<NA>	<NA>	<NA>	<NA>	16.70	134-090	서울특별시 강동구 상일동 513 고덕센트럴 IPARK(A상가)	서울특별시 강동구 고덕로80길 123, 고덕센트럴 IPARK(A상가) 114호 (상일동)	5276	동산수선세탁	2024-01-31 14:06:38	U	2023-12-02 00:03:00.0	일반세탁업	214664.448708	449988.90385	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
763	3240000	3240000-205-2021-00003	20210401	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	38.30	134803	서울특별시 강동구 고덕동 236-2	서울특별시 강동구 아리수로76길 17, 1층 (고덕동)	5220	백양세탁소	2021-04-01 10:28:12	I	2021-04-03 00:22:58.0	일반세탁업	214298.918189	451084.250858	일반세탁업	0	0	1	1	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	임대	1	0	0	0	0	N
764	3240000	3240000-205-2021-00004	20210427	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	34.00	134080	서울특별시 강동구 고덕동 688 래미안힐스테이트고덕	서울특별시 강동구 아리수로50길 50, 153호 (고덕동, 래미안힐스테이트고덕)	5229	고래힐 명품세탁	2021-04-27 14:51:06	I	2021-04-29 00:23:08.0	일반세탁업	212926.089913	450751.524332	일반세탁업	0	0	1	1	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	임대	1	0	0	0	0	N
765	3240000	3240000-205-2021-00005	20210429	<NA>	3	폐업	2	폐업	20220518	<NA>	<NA>	<NA>	<NA>	24.44	134020	서울특별시 강동구 천호동 574 청운캐슬	서울특별시 강동구 천중로27길 70, 101동 101호 (천호동, 청운캐슬)	5312	마마운동화세탁	2022-05-18 16:43:41	U	2021-12-04 22:00:00.0	운동화전문세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
766	3240000	3240000-205-2021-00006	20210813	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	28.00	134867	서울특별시 강동구 천호동 301-41 대원빌딩	서울특별시 강동구 천중로 81, 대원빌딩 101호 (천호동)	5321	현대세탁소	2021-08-13 10:11:36	I	2021-08-15 00:23:01.0	일반세탁업	211503.058382	449190.279763	일반세탁업	0	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	0	0	0	0	N
767	3240000	3240000-205-2022-00001	2022-01-05	<NA>	3	폐업	2	폐업	2023-05-25	<NA>	<NA>	<NA>	02 485 8482	39.00	134-845	서울특별시 강동구 성내동 419-12	서울특별시 강동구 양재대로91길 72, 1층 (성내동)	5403	마미운동화 빨래방	2023-05-25 17:01:35	U	2022-12-04 22:07:00.0	운동화전문세탁업	211613.997669	447409.628033	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
768	3240000	3240000-205-2022-00002	20221004	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 442 4368	18.75	134787	서울특별시 강동구 명일동 42 우성아파트	서울특별시 강동구 고덕로62길 66, 우성아파트 1층 101호 (명일동)	5268	우성세탁소	2022-10-04 11:50:32	I	2021-10-31 00:06:00.0	일반세탁업	213354.8068	449887.005648	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
769	3240000	3240000-205-2022-00003	20221125	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	.00	134100	서울특별시 강동구 강일동 76-7 MK프라자	서울특별시 강동구 아리수로93나길 50, MK프라자 103호 (강일동)	5415	정하세탁	2022-11-25 17:16:46	I	2021-10-31 22:07:00.0	일반세탁업	215361.163714	452213.416818	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
770	3240000	3240000-205-2024-00001	2024-01-08	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	41.44	134-060	서울특별시 강동구 둔촌동 546 신성둔촌미소지움	서울특별시 강동구 명일로 104, 신성둔촌미소지움 105,106호 (둔촌동)	5370	신성세탁	2024-02-06 10:27:54	U	2023-12-02 00:08:00.0	세탁업 기타	212555.389554	447299.675826	<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

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII