gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	124
Missing cells	1384
Missing cells (%)	23.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	49.1 KiB
Average record size in memory	405.1 B

Variable types

Categorical	21
Text	7
DateTime	4
Unsupported	7
Numeric	6
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	양천구
URL	https://data.seoul.go.kr/dataList/OA-19966/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (54.8%)	Imbalance
`사용끝지상층` is highly imbalanced (59.8%)	Imbalance
`사용끝지하층` is highly imbalanced (55.1%)	Imbalance
`여성종사자수` is highly imbalanced (88.1%)	Imbalance
`남성종사자수` is highly imbalanced (88.1%)	Imbalance
`인허가취소일자` has 124 (100.0%) missing values	Missing
`폐업일자` has 24 (19.4%) missing values	Missing
`휴업시작일자` has 124 (100.0%) missing values	Missing
`휴업종료일자` has 124 (100.0%) missing values	Missing
`재개업일자` has 124 (100.0%) missing values	Missing
`전화번호` has 2 (1.6%) missing values	Missing
`도로명주소` has 78 (62.9%) missing values	Missing
`도로명우편번호` has 78 (62.9%) missing values	Missing
`좌표정보(X)` has 9 (7.3%) missing values	Missing
`좌표정보(Y)` has 9 (7.3%) missing values	Missing
`건물지상층수` has 88 (71.0%) missing values	Missing
`건물지하층수` has 87 (70.2%) missing values	Missing
`사용시작지상층` has 87 (70.2%) missing values	Missing
`발한실여부` has 27 (21.8%) missing values	Missing
`조건부허가신고사유` has 124 (100.0%) missing values	Missing
`조건부허가시작일자` has 124 (100.0%) missing values	Missing
`조건부허가종료일자` has 124 (100.0%) missing values	Missing
`다중이용업소여부` has 27 (21.8%) 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 20 (16.1%) zeros	Zeros
`건물지하층수` has 22 (17.7%) zeros	Zeros
`사용시작지상층` has 24 (19.4%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:50:30.899590
Analysis finished	2024-05-11 05:50:31.809278
Duration	0.91 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

3140000	124

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3140000
2nd row	3140000
3rd row	3140000
4th row	3140000
5th row	3140000

Common Values

Value	Count	Frequency (%)
3140000	124	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3140000	124	100.0%

관리번호
Text

UNIQUE

Distinct	124
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

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

Characters and Unicode

Total characters	2728
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	124 ?
Unique (%)	100.0%

Sample

1st row	3140000-202-1975-00086
2nd row	3140000-202-1975-00095
3rd row	3140000-202-1976-00069
4th row	3140000-202-1978-00052
5th row	3140000-202-1978-00061

Value	Count	Frequency (%)
3140000-202-1975-00086	1	0.8%
3140000-202-1996-00124	1	0.8%
3140000-202-2000-00001	1	0.8%
3140000-202-1999-00138	1	0.8%
3140000-202-1999-00137	1	0.8%
3140000-202-1999-00136	1	0.8%
3140000-202-1999-00135	1	0.8%
3140000-202-1998-00132	1	0.8%
3140000-202-1998-00131	1	0.8%
3140000-202-1998-00130	1	0.8%
Other values (114)	114	91.9%

Most occurring characters

Value	Count	Frequency (%)
0	1071	39.3%
-	372	13.6%
2	315	11.5%
1	303	11.1%
3	173	6.3%
4	154	5.6%
9	146	5.4%
8	94	3.4%
7	40	1.5%
5	31	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2356	86.4%
Dash Punctuation	372	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1071	45.5%
2	315	13.4%
1	303	12.9%
3	173	7.3%
4	154	6.5%
9	146	6.2%
8	94	4.0%
7	40	1.7%
5	31	1.3%
6	29	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	372	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2728	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1071	39.3%
-	372	13.6%
2	315	11.5%
1	303	11.1%
3	173	6.3%
4	154	5.6%
9	146	5.4%
8	94	3.4%
7	40	1.5%
5	31	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2728	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1071	39.3%
-	372	13.6%
2	315	11.5%
1	303	11.1%
3	173	6.3%
4	154	5.6%
9	146	5.4%
8	94	3.4%
7	40	1.5%
5	31	1.1%

인허가일자
Date

Distinct	118
Distinct (%)	95.2%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Minimum	1975-09-16 00:00:00
Maximum	2016-08-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	124
Missing (%)	100.0%
Memory size	1.2 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

3	100
1	24

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	100	80.6%
1	24	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	100	80.6%
1	24	19.4%

영업상태명
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

폐업	100
영업/정상	24

Length

Max length	5
Median length	2
Mean length	2.5806452
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	100	80.6%
영업/정상	24	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	100	80.6%
영업/정상	24	19.4%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

2	100
1	24

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	100	80.6%
1	24	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	100	80.6%
1	24	19.4%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

폐업	100
영업	24

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	100	80.6%
영업	24	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	100	80.6%
영업	24	19.4%

폐업일자
Date

MISSING

Distinct	87
Distinct (%)	87.0%
Missing	24
Missing (%)	19.4%
Memory size	1.1 KiB

Minimum	1994-07-27 00:00:00
Maximum	2024-03-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	124
Missing (%)	100.0%
Memory size	1.2 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	124
Missing (%)	100.0%
Memory size	1.2 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	124
Missing (%)	100.0%
Memory size	1.2 KiB

전화번호
Text

MISSING

Distinct	114
Distinct (%)	93.4%
Missing	2
Missing (%)	1.6%
Memory size	1.1 KiB

Length

Max length	12
Median length	10
Mean length	10.07377
Min length	10

Characters and Unicode

Total characters	1229
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	110 ?
Unique (%)	90.2%

Sample

1st row	02 00000
2nd row	0226038684
3rd row	0226422761
4th row	02 6024629
5th row	0206041018

Value	Count	Frequency (%)
02	33	21.3%
0200000000	4	2.6%
00000	4	2.6%
0226029796	2	1.3%
0226043222	2	1.3%
0226439850	1	0.6%
0226072142	1	0.6%
0206527205	1	0.6%
0226075717	1	0.6%
07042005718	1	0.6%
Other values (105)	105	67.7%

Most occurring characters

Value	Count	Frequency (%)
0	286	23.3%
2	260	21.2%
6	181	14.7%
4	90	7.3%
9	82	6.7%
1	66	5.4%
8	61	5.0%
3	56	4.6%
5	52	4.2%
7	50	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1184	96.3%
Space Separator	45	3.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	286	24.2%
2	260	22.0%
6	181	15.3%
4	90	7.6%
9	82	6.9%
1	66	5.6%
8	61	5.2%
3	56	4.7%
5	52	4.4%
7	50	4.2%

Space Separator

Value	Count	Frequency (%)
	45	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1229	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	286	23.3%
2	260	21.2%
6	181	14.7%
4	90	7.3%
9	82	6.7%
1	66	5.4%
8	61	5.0%
3	56	4.6%
5	52	4.2%
7	50	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1229	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	286	23.3%
2	260	21.2%
6	181	14.7%
4	90	7.3%
9	82	6.7%
1	66	5.4%
8	61	5.0%
3	56	4.6%
5	52	4.2%
7	50	4.1%

소재지면적
Text

Distinct	121
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

Max length	8
Median length	6
Mean length	6.2580645
Min length	5

Characters and Unicode

Total characters	776
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	118 ?
Unique (%)	95.2%

Sample

1st row	147.90
2nd row	151.53
3rd row	402.78
4th row	184.06
5th row	187.41

Value	Count	Frequency (%)
1,601.99	2	1.6%
343.34	2	1.6%
279.52	2	1.6%
1,454.70	1	0.8%
377.68	1	0.8%
536.87	1	0.8%
950.64	1	0.8%
681.13	1	0.8%
197.62	1	0.8%
438.58	1	0.8%
Other values (111)	111	89.5%

Most occurring characters

Value	Count	Frequency (%)
.	124	16.0%
0	89	11.5%
2	85	11.0%
1	79	10.2%
3	63	8.1%
7	62	8.0%
4	57	7.3%
5	53	6.8%
6	52	6.7%
9	49	6.3%
Other values (2)	63	8.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	638	82.2%
Other Punctuation	138	17.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	89	13.9%
2	85	13.3%
1	79	12.4%
3	63	9.9%
7	62	9.7%
4	57	8.9%
5	53	8.3%
6	52	8.2%
9	49	7.7%
8	49	7.7%

Other Punctuation

Value	Count	Frequency (%)
.	124	89.9%
,	14	10.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	776	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	124	16.0%
0	89	11.5%
2	85	11.0%
1	79	10.2%
3	63	8.1%
7	62	8.0%
4	57	7.3%
5	53	6.8%
6	52	6.7%
9	49	6.3%
Other values (2)	63	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	776	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	124	16.0%
0	89	11.5%
2	85	11.0%
1	79	10.2%
3	63	8.1%
7	62	8.0%
4	57	7.3%
5	53	6.8%
6	52	6.7%
9	49	6.3%
Other values (2)	63	8.1%

소재지우편번호
Text

Distinct	67
Distinct (%)	54.0%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

Max length	7
Median length	6
Mean length	6.0806452
Min length	6

Characters and Unicode

Total characters	754
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	35 ?
Unique (%)	28.2%

Sample

1st row	158824
2nd row	158859
3rd row	158-813
4th row	158826
5th row	158831

Value	Count	Frequency (%)
158859	7	5.6%
158861	5	4.0%
158806	5	4.0%
158824	4	3.2%
158864	4	3.2%
158819	4	3.2%
158837	4	3.2%
158843	3	2.4%
158842	3	2.4%
158827	3	2.4%
Other values (57)	82	66.1%

Most occurring characters

Value	Count	Frequency (%)
8	252	33.4%
1	155	20.6%
5	151	20.0%
0	30	4.0%
2	30	4.0%
6	29	3.8%
4	29	3.8%
9	23	3.1%
3	23	3.1%
7	22	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	744	98.7%
Dash Punctuation	10	1.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	252	33.9%
1	155	20.8%
5	151	20.3%
0	30	4.0%
2	30	4.0%
6	29	3.9%
4	29	3.9%
9	23	3.1%
3	23	3.1%
7	22	3.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	754	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	252	33.4%
1	155	20.6%
5	151	20.0%
0	30	4.0%
2	30	4.0%
6	29	3.8%
4	29	3.8%
9	23	3.1%
3	23	3.1%
7	22	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	252	33.4%
1	155	20.6%
5	151	20.0%
0	30	4.0%
2	30	4.0%
6	29	3.8%
4	29	3.8%
9	23	3.1%
3	23	3.1%
7	22	2.9%

지번주소
Text

Distinct	120
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

Max length	50
Median length	42
Mean length	25.233871
Min length	18

Characters and Unicode

Total characters	3129
Distinct characters	92
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	116 ?
Unique (%)	93.5%

Sample

1st row	서울특별시 양천구 신월동 50-4번지
2nd row	서울특별시 양천구 신정동 944-7번지
3rd row	서울특별시 양천구 목동 718-12 1층
4th row	서울특별시 양천구 신월동 90-7번지
5th row	서울특별시 양천구 신월동 225-6번지

Value	Count	Frequency (%)
서울특별시	124	21.3%
양천구	124	21.3%
신월동	48	8.2%
신정동	41	7.0%
목동	35	6.0%
지하1층	6	1.0%
지하	5	0.9%
1층	4	0.7%
산	3	0.5%
지상1,2층	3	0.5%
Other values (179)	189	32.5%

Most occurring characters

Value	Count	Frequency (%)
	551	17.6%
1	158	5.0%
동	136	4.3%
천	126	4.0%
시	125	4.0%
양	125	4.0%
서	124	4.0%
특	124	4.0%
별	124	4.0%
구	124	4.0%
Other values (82)	1412	45.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1771	56.6%
Decimal Number	652	20.8%
Space Separator	551	17.6%
Dash Punctuation	115	3.7%
Other Punctuation	18	0.6%
Open Punctuation	9	0.3%
Close Punctuation	9	0.3%
Uppercase Letter	3	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	136	7.7%
천	126	7.1%
시	125	7.1%
양	125	7.1%
서	124	7.0%
특	124	7.0%
별	124	7.0%
구	124	7.0%
울	124	7.0%
지	115	6.5%
Other values (65)	524	29.6%

Decimal Number

Value	Count	Frequency (%)
1	158	24.2%
2	94	14.4%
0	63	9.7%
5	58	8.9%
9	54	8.3%
3	52	8.0%
4	47	7.2%
7	46	7.1%
8	41	6.3%
6	39	6.0%

Space Separator

Value	Count	Frequency (%)
	551	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	115	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	18	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9	100.0%

Uppercase Letter

Value	Count	Frequency (%)
B	3	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1771	56.6%
Common	1355	43.3%
Latin	3	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	136	7.7%
천	126	7.1%
시	125	7.1%
양	125	7.1%
서	124	7.0%
특	124	7.0%
별	124	7.0%
구	124	7.0%
울	124	7.0%
지	115	6.5%
Other values (65)	524	29.6%

Common

Value	Count	Frequency (%)
	551	40.7%
1	158	11.7%
-	115	8.5%
2	94	6.9%
0	63	4.6%
5	58	4.3%
9	54	4.0%
3	52	3.8%
4	47	3.5%
7	46	3.4%
Other values (6)	117	8.6%

Latin

Value	Count	Frequency (%)
B	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1771	56.6%
ASCII	1358	43.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	551	40.6%
1	158	11.6%
-	115	8.5%
2	94	6.9%
0	63	4.6%
5	58	4.3%
9	54	4.0%
3	52	3.8%
4	47	3.5%
7	46	3.4%
Other values (7)	120	8.8%

Hangul

Value	Count	Frequency (%)
동	136	7.7%
천	126	7.1%
시	125	7.1%
양	125	7.1%
서	124	7.0%
특	124	7.0%
별	124	7.0%
구	124	7.0%
울	124	7.0%
지	115	6.5%
Other values (65)	524	29.6%

도로명주소
Text

MISSING

Distinct	46
Distinct (%)	100.0%
Missing	78
Missing (%)	62.9%
Memory size	1.1 KiB

Length

Max length	58
Median length	45
Mean length	36.326087
Min length	23

Characters and Unicode

Total characters	1671
Distinct characters	109
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	46 ?
Unique (%)	100.0%

Sample

1st row	서울특별시 양천구 목동중앙본로7길 42, 1층 (목동)
2nd row	서울특별시 양천구 오목로3길 16-1, 1~2층 (신월동)
3rd row	서울특별시 양천구 가로공원로60가길 10-7, 1층 (신월동)
4th row	서울특별시 양천구 중앙로 233, 지상1층 (신정동)
5th row	서울특별시 양천구 목동중앙북로14길 6 (목동)

Value	Count	Frequency (%)
서울특별시	46	14.0%
양천구	46	14.0%
목동	16	4.9%
지하	15	4.6%
신월동	14	4.3%
신정동	13	4.0%
1층	11	3.3%
지하1층	5	1.5%
오목로	4	1.2%
2층	4	1.2%
Other values (130)	155	47.1%

Most occurring characters

Value	Count	Frequency (%)
	283	16.9%
동	74	4.4%
,	74	4.4%
1	73	4.4%
서	50	3.0%
로	49	2.9%
(	49	2.9%
)	49	2.9%
양	49	2.9%
천	48	2.9%
Other values (99)	873	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	947	56.7%
Space Separator	283	16.9%
Decimal Number	255	15.3%
Other Punctuation	74	4.4%
Open Punctuation	49	2.9%
Close Punctuation	49	2.9%
Dash Punctuation	7	0.4%
Math Symbol	4	0.2%
Uppercase Letter	3	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	74	7.8%
서	50	5.3%
로	49	5.2%
양	49	5.2%
천	48	5.1%
시	47	5.0%
구	46	4.9%
목	46	4.9%
울	46	4.9%
별	46	4.9%
Other values (82)	446	47.1%

Decimal Number

Value	Count	Frequency (%)
1	73	28.6%
2	42	16.5%
0	32	12.5%
3	28	11.0%
4	19	7.5%
5	16	6.3%
6	16	6.3%
7	12	4.7%
8	9	3.5%
9	8	3.1%

Space Separator

Value	Count	Frequency (%)
	283	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	74	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	49	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	49	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Uppercase Letter

Value	Count	Frequency (%)
B	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	947	56.7%
Common	721	43.1%
Latin	3	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	74	7.8%
서	50	5.3%
로	49	5.2%
양	49	5.2%
천	48	5.1%
시	47	5.0%
구	46	4.9%
목	46	4.9%
울	46	4.9%
별	46	4.9%
Other values (82)	446	47.1%

Common

Value	Count	Frequency (%)
	283	39.3%
,	74	10.3%
1	73	10.1%
(	49	6.8%
)	49	6.8%
2	42	5.8%
0	32	4.4%
3	28	3.9%
4	19	2.6%
5	16	2.2%
Other values (6)	56	7.8%

Latin

Value	Count	Frequency (%)
B	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	947	56.7%
ASCII	724	43.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	283	39.1%
,	74	10.2%
1	73	10.1%
(	49	6.8%
)	49	6.8%
2	42	5.8%
0	32	4.4%
3	28	3.9%
4	19	2.6%
5	16	2.2%
Other values (7)	59	8.1%

Hangul

Value	Count	Frequency (%)
동	74	7.8%
서	50	5.3%
로	49	5.2%
양	49	5.2%
천	48	5.1%
시	47	5.0%
구	46	4.9%
목	46	4.9%
울	46	4.9%
별	46	4.9%
Other values (82)	446	47.1%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	42
Distinct (%)	91.3%
Missing	78
Missing (%)	62.9%
Infinite	0
Infinite (%)	0.0%
Mean	8000.1957

Minimum	7904
Maximum	8106
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	7904
5-th percentile	7914
Q1	7955.25
median	7995
Q3	8045.75
95-th percentile	8098.75
Maximum	8106
Range	202
Interquartile range (IQR)	90.5

Descriptive statistics

Standard deviation	60.382713
Coefficient of variation (CV)	0.0075476545
Kurtosis	-1.1111426
Mean	8000.1957
Median Absolute Deviation (MAD)	43.5
Skewness	0.24349638
Sum	368009
Variance	3646.072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
7968	2	1.6%
7965	2	1.6%
8101	2	1.6%
7955	2	1.6%
7962	1	0.8%
7936	1	0.8%
8033	1	0.8%
7921	1	0.8%
8029	1	0.8%
7997	1	0.8%
Other values (32)	32	25.8%
(Missing)	78	62.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7904	1	0.8%
7911	1	0.8%
7912	1	0.8%
7920	1	0.8%
7921	1	0.8%
7923	1	0.8%
7930	1	0.8%
7936	1	0.8%
7938	1	0.8%
7946	1	0.8%

Value	Count	Frequency (%)
8106	1	0.8%
8101	2	1.6%
8092	1	0.8%
8091	1	0.8%
8087	1	0.8%
8086	1	0.8%
8077	1	0.8%
8072	1	0.8%
8065	1	0.8%
8062	1	0.8%

사업장명
Text

Distinct	120
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

Max length	26
Median length	13
Mean length	4.4677419
Min length	2

Characters and Unicode

Total characters	554
Distinct characters	159
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	116 ?
Unique (%)	93.5%

Sample

1st row	삼온탕
2nd row	은행
3rd row	목동탕
4th row	황금
5th row	신흥

Value	Count	Frequency (%)
양천탕	2	1.5%
목동탕	2	1.5%
태양	2	1.5%
약수탕	2	1.5%
대림대중탕	1	0.8%
금성대중목욕탕	1	0.8%
태형	1	0.8%
신성탕	1	0.8%
천용탕	1	0.8%
장수사우나	1	0.8%
Other values (117)	117	89.3%

Most occurring characters

Value	Count	Frequency (%)
탕	52	9.4%
우	28	5.1%
나	27	4.9%
사	27	4.9%
대	19	3.4%
중	15	2.7%
수	15	2.7%
목	15	2.7%
동	13	2.3%
신	13	2.3%
Other values (149)	330	59.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	535	96.6%
Space Separator	7	1.3%
Decimal Number	6	1.1%
Close Punctuation	3	0.5%
Open Punctuation	2	0.4%
Other Punctuation	1	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
탕	52	9.7%
우	28	5.2%
나	27	5.0%
사	27	5.0%
대	19	3.6%
중	15	2.8%
수	15	2.8%
목	15	2.8%
동	13	2.4%
신	13	2.4%
Other values (143)	311	58.1%

Decimal Number

Value	Count	Frequency (%)
4	3	50.0%
2	3	50.0%

Space Separator

Value	Count	Frequency (%)
	7	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	535	96.6%
Common	19	3.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	52	9.7%
우	28	5.2%
나	27	5.0%
사	27	5.0%
대	19	3.6%
중	15	2.8%
수	15	2.8%
목	15	2.8%
동	13	2.4%
신	13	2.4%
Other values (143)	311	58.1%

Common

Value	Count	Frequency (%)
	7	36.8%
4	3	15.8%
2	3	15.8%
)	3	15.8%
(	2	10.5%
&	1	5.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	535	96.6%
ASCII	19	3.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	52	9.7%
우	28	5.2%
나	27	5.0%
사	27	5.0%
대	19	3.6%
중	15	2.8%
수	15	2.8%
목	15	2.8%
동	13	2.4%
신	13	2.4%
Other values (143)	311	58.1%

ASCII

Value	Count	Frequency (%)
	7	36.8%
4	3	15.8%
2	3	15.8%
)	3	15.8%
(	2	10.5%
&	1	5.3%

최종수정일자
Date

Distinct	93
Distinct (%)	75.0%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Minimum	1999-01-21 00:00:00
Maximum	2024-05-09 10:17:18

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

I	83
U	41

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	U
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	83	66.9%
U	41	33.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	83	66.9%
u	41	33.1%

데이터갱신일자
Date

Distinct	24
Distinct (%)	19.4%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 23:01:00

Histogram

Histogram with fixed size bins (bins=24)

업태구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

공동탕업	96
공동탕업+찜질시설서비스영업	25
찜질시설서비스영업	2
한증막업	1

Length

Max length	14
Median length	4
Mean length	6.0967742
Min length	4

Unique

Unique	1 ?
Unique (%)	0.8%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	96	77.4%
공동탕업+찜질시설서비스영업	25	20.2%
찜질시설서비스영업	2	1.6%
한증막업	1	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	96	77.4%
공동탕업+찜질시설서비스영업	25	20.2%
찜질시설서비스영업	2	1.6%
한증막업	1	0.8%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	103
Distinct (%)	89.6%
Missing	9
Missing (%)	7.3%
Infinite	0
Infinite (%)	0.0%
Mean	187053.89

Minimum	184560.69
Maximum	189376.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	184560.69
5-th percentile	184799.86
Q1	185915.35
median	187133.11
Q3	188093.23
95-th percentile	189014.58
Maximum	189376.87
Range	4816.185
Interquartile range (IQR)	2177.8829

Descriptive statistics

Standard deviation	1361.8511
Coefficient of variation (CV)	0.007280528
Kurtosis	-1.1647862
Mean	187053.89
Median Absolute Deviation (MAD)	1112.6038
Skewness	-0.16431561
Sum	21511197
Variance	1854638.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
188904.571764159	4	3.2%
189021.797866206	2	1.6%
186022.845067592	2	1.6%
187158.467033065	2	1.6%
186020.509761348	2	1.6%
186990.07041522	2	1.6%
187520.306766633	2	1.6%
188075.386279704	2	1.6%
187923.919592336	2	1.6%
185469.109541377	2	1.6%
Other values (93)	93	75.0%
(Missing)	9	7.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
184560.687279761	1	0.8%
184569.486821632	1	0.8%
184641.715758667	1	0.8%
184674.374638261	1	0.8%
184705.799035858	1	0.8%
184783.397041118	1	0.8%
184806.911534822	1	0.8%
185060.818687282	1	0.8%
185063.829655046	1	0.8%
185077.119343918	1	0.8%

Value	Count	Frequency (%)
189376.872323525	1	0.8%
189280.689807363	1	0.8%
189151.208015925	1	0.8%
189042.496526196	1	0.8%
189021.797866206	2	1.6%
189011.488403267	1	0.8%
188990.004976184	1	0.8%
188904.571764159	4	3.2%
188895.844080632	1	0.8%
188793.497546726	1	0.8%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	103
Distinct (%)	89.6%
Missing	9
Missing (%)	7.3%
Infinite	0
Infinite (%)	0.0%
Mean	447189.86

Minimum	445155.08
Maximum	449683.22
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	445155.08
5-th percentile	445963.79
Q1	446457.04
median	446899.77
Q3	447850.89
95-th percentile	449239.82
Maximum	449683.22
Range	4528.138
Interquartile range (IQR)	1393.8476

Descriptive statistics

Standard deviation	1021.7405
Coefficient of variation (CV)	0.0022848024
Kurtosis	-0.2462377
Mean	447189.86
Median Absolute Deviation (MAD)	645.85766
Skewness	0.58434564
Sum	51426834
Variance	1043953.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
446861.525362878	4	3.2%
446740.576354849	2	1.6%
446241.819507065	2	1.6%
445678.076325463	2	1.6%
446940.326860903	2	1.6%
446176.810389121	2	1.6%
446450.347274241	2	1.6%
445229.76179636	2	1.6%
447850.891096367	2	1.6%
447552.415105958	2	1.6%
Other values (93)	93	75.0%
(Missing)	9	7.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
445155.081213627	1	0.8%
445229.76179636	2	1.6%
445678.076325463	2	1.6%
445939.679152444	1	0.8%
445974.128928464	1	0.8%
445983.252020472	1	0.8%
446011.525304939	1	0.8%
446017.623604481	1	0.8%
446035.819636	1	0.8%
446116.629313272	1	0.8%

Value	Count	Frequency (%)
449683.219205227	1	0.8%
449584.740750439	1	0.8%
449426.206993027	1	0.8%
449398.438608253	1	0.8%
449390.943275	1	0.8%
449317.766034821	1	0.8%
449206.41623963	1	0.8%
449168.905530081	1	0.8%
448953.063207171	1	0.8%
448813.925045749	1	0.8%

위생업태명
Categorical

Distinct	5
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

공동탕업	81
<NA>	27
공동탕업+찜질시설서비스영업	13
찜질시설서비스영업	2
한증막업	1

Length

Max length	14
Median length	4
Mean length	5.1290323
Min length	4

Unique

Unique	1 ?
Unique (%)	0.8%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	81	65.3%
<NA>	27	21.8%
공동탕업+찜질시설서비스영업	13	10.5%
찜질시설서비스영업	2	1.6%
한증막업	1	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	81	65.3%
na	27	21.8%
공동탕업+찜질시설서비스영업	13	10.5%
찜질시설서비스영업	2	1.6%
한증막업	1	0.8%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	19.4%
Missing	88
Missing (%)	71.0%
Infinite	0
Infinite (%)	0.0%
Mean	3

Minimum	0
Maximum	24
Zeros	20
Zeros (%)	16.1%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4.5
95-th percentile	8.75
Maximum	24
Range	24
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	4.822566
Coefficient of variation (CV)	1.607522
Kurtosis	9.4509101
Mean	3
Median Absolute Deviation (MAD)	0
Skewness	2.6476194
Sum	108
Variance	23.257143
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	20	16.1%
3	5	4.0%
8	4	3.2%
6	3	2.4%
4	2	1.6%
24	1	0.8%
11	1	0.8%
(Missing)	88	71.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	16.1%
3	5	4.0%
4	2	1.6%
6	3	2.4%
8	4	3.2%
11	1	0.8%
24	1	0.8%

Value	Count	Frequency (%)
24	1	0.8%
11	1	0.8%
8	4	3.2%
6	3	2.4%
4	2	1.6%
3	5	4.0%
0	20	16.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	16.2%
Missing	87
Missing (%)	70.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.81081081

Minimum	0
Maximum	6
Zeros	22
Zeros (%)	17.7%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3.2
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3506755
Coefficient of variation (CV)	1.6658331
Kurtosis	5.5093126
Mean	0.81081081
Median Absolute Deviation (MAD)	0
Skewness	2.2228867
Sum	30
Variance	1.8243243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	22	17.7%
1	8	6.5%
2	3	2.4%
3	2	1.6%
4	1	0.8%
6	1	0.8%
(Missing)	87	70.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	17.7%
1	8	6.5%
2	3	2.4%
3	2	1.6%
4	1	0.8%
6	1	0.8%

Value	Count	Frequency (%)
6	1	0.8%
4	1	0.8%
3	2	1.6%
2	3	2.4%
1	8	6.5%
0	22	17.7%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	18.9%
Missing	87
Missing (%)	70.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.89189189

Minimum	0
Maximum	6
Zeros	24
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5.2
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.6961359
Coefficient of variation (CV)	1.9017281
Kurtosis	3.77642
Mean	0.89189189
Median Absolute Deviation (MAD)	0
Skewness	2.1642763
Sum	33
Variance	2.8768769
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	24	19.4%
1	7	5.6%
6	2	1.6%
3	1	0.8%
2	1	0.8%
5	1	0.8%
4	1	0.8%
(Missing)	87	70.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	19.4%
1	7	5.6%
2	1	0.8%
3	1	0.8%
4	1	0.8%
5	1	0.8%
6	2	1.6%

Value	Count	Frequency (%)
6	2	1.6%
5	1	0.8%
4	1	0.8%
3	1	0.8%
2	1	0.8%
1	7	5.6%
0	24	19.4%

사용끝지상층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	101
0	12
2	4
4	4
7	2

Length

Max length	4
Median length	4
Mean length	3.4435484
Min length	1

Unique

Unique	1 ?
Unique (%)	0.8%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	101	81.5%
0	12	9.7%
2	4	3.2%
4	4	3.2%
7	2	1.6%
1	1	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	101	81.5%
0	12	9.7%
2	4	3.2%
4	4	3.2%
7	2	1.6%
1	1	0.8%

사용시작지하층
Categorical

Distinct	4
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	87
0	25
1	10
2	2

Length

Max length	4
Median length	4
Mean length	3.1048387
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>	87	70.2%
0	25	20.2%
1	10	8.1%
2	2	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	87	70.2%
0	25	20.2%
1	10	8.1%
2	2	1.6%

사용끝지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	100
0	12
1	6
2	4
3	2

Length

Max length	4
Median length	4
Mean length	3.4193548
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>	100	80.6%
0	12	9.7%
1	6	4.8%
2	4	3.2%
3	2	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	100	80.6%
0	12	9.7%
1	6	4.8%
2	4	3.2%
3	2	1.6%

한실수
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

0	66
<NA>	58

Length

Max length	4
Median length	1
Mean length	2.4032258
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	66	53.2%
<NA>	58	46.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	66	53.2%
na	58	46.8%

양실수
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

0	66
<NA>	58

Length

Max length	4
Median length	1
Mean length	2.4032258
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	66	53.2%
<NA>	58	46.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	66	53.2%
na	58	46.8%

욕실수
Categorical

Distinct	5
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	55
0	47
2	20
1	1
8	1

Length

Max length	4
Median length	1
Mean length	2.3306452
Min length	1

Unique

Unique	2 ?
Unique (%)	1.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	55	44.4%
0	47	37.9%
2	20	16.1%
1	1	0.8%
8	1	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	55	44.4%
0	47	37.9%
2	20	16.1%
1	1	0.8%
8	1	0.8%

발한실여부
Boolean

MISSING

Distinct	2
Distinct (%)	2.1%
Missing	27
Missing (%)	21.8%
Memory size	380.0 B

False	73
True	24
(Missing)	27

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	73	58.9%
True	24	19.4%
(Missing)	27	21.8%

좌석수
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

0	66
<NA>	58

Length

Max length	4
Median length	1
Mean length	2.4032258
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	66	53.2%
<NA>	58	46.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	66	53.2%
na	58	46.8%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	124
Missing (%)	100.0%
Memory size	1.2 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	124
Missing (%)	100.0%
Memory size	1.2 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	124
Missing (%)	100.0%
Memory size	1.2 KiB

건물소유구분명
Categorical

Distinct	3
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	104
임대	11
자가	9

Length

Max length	4
Median length	4
Mean length	3.6774194
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	104	83.9%
임대	11	8.9%
자가	9	7.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	104	83.9%
임대	11	8.9%
자가	9	7.3%

세탁기수
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	101
0	23

Length

Max length	4
Median length	4
Mean length	3.4435484
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>	101	81.5%
0	23	18.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	101	81.5%
0	23	18.5%

여성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	122
0	2

Length

Max length	4
Median length	4
Mean length	3.9516129
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>	122	98.4%
0	2	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	122	98.4%
0	2	1.6%

남성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	122
0	2

Length

Max length	4
Median length	4
Mean length	3.9516129
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>	122	98.4%
0	2	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	122	98.4%
0	2	1.6%

회수건조수
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	102
0	22

Length

Max length	4
Median length	4
Mean length	3.4677419
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>	102	82.3%
0	22	17.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	102	82.3%
0	22	17.7%

침대수
Categorical

Distinct	2
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	102
0	22

Length

Max length	4
Median length	4
Mean length	3.4677419
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>	102	82.3%
0	22	17.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	102	82.3%
0	22	17.7%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	1.0%
Missing	27
Missing (%)	21.8%
Memory size	380.0 B

False	97
(Missing)	27

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	97	78.2%
(Missing)	27	21.8%

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	3140000	3140000-202-1975-00086	19750916	<NA>	3	폐업	2	폐업	19970602	<NA>	<NA>	<NA>	02 00000	147.90	158824	서울특별시 양천구 신월동 50-4번지	<NA>	<NA>	삼온탕	1999-01-21 00:00:00	I	2018-08-31 23:59:59.0	공동탕업	184783.397041	448230.469938	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3140000	3140000-202-1975-00095	19751122	<NA>	3	폐업	2	폐업	20051117	<NA>	<NA>	<NA>	0226038684	151.53	158859	서울특별시 양천구 신정동 944-7번지	<NA>	<NA>	은행	2005-01-24 00:00:00	I	2018-08-31 23:59:59.0	공동탕업	186860.400809	446828.518281	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3140000	3140000-202-1976-00069	1976-09-06	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226422761	402.78	158-813	서울특별시 양천구 목동 718-12 1층	서울특별시 양천구 목동중앙본로7길 42, 1층 (목동)	7955	목동탕	2024-05-09 10:17:18	U	2023-12-04 23:01:00.0	공동탕업	188111.081854	448607.421311	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3140000	3140000-202-1978-00052	19781229	<NA>	3	폐업	2	폐업	20030225	<NA>	<NA>	<NA>	02 6024629	184.06	158826	서울특별시 양천구 신월동 90-7번지	<NA>	<NA>	황금	2003-03-26 00:00:00	I	2018-08-31 23:59:59.0	공동탕업	185294.680514	448215.242017	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3140000	3140000-202-1978-00061	19780912	<NA>	3	폐업	2	폐업	20021223	<NA>	<NA>	<NA>	0206041018	187.41	158831	서울특별시 양천구 신월동 225-6번지	<NA>	<NA>	신흥	2003-06-13 00:00:00	I	2018-08-31 23:59:59.0	공동탕업	185307.728038	447455.002869	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3140000	3140000-202-1978-00065	19780117	<NA>	3	폐업	2	폐업	20080429	<NA>	<NA>	<NA>	0226942373	323.98	158857	서울특별시 양천구 신정동 909-14번지	<NA>	<NA>	태양탕	2007-06-07 00:00:00	I	2018-08-31 23:59:59.0	공동탕업	187449.841428	447122.523897	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3140000	3140000-202-1978-00068	19781229	<NA>	3	폐업	2	폐업	19960402	<NA>	<NA>	<NA>	02 6056825	205.19	158806	서울특별시 양천구 목동 405-16번지	<NA>	<NA>	정수	1999-01-21 00:00:00	I	2018-08-31 23:59:59.0	공동탕업	188772.839317	446886.095777	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3140000	3140000-202-1978-00079	19780725	<NA>	3	폐업	2	폐업	20000925	<NA>	<NA>	<NA>	02 6027024	163.89	158862	서울특별시 양천구 신정동 1050-6번지	<NA>	<NA>	대동	2000-09-25 00:00:00	I	2018-08-31 23:59:59.0	공동탕업	187113.803002	446351.761491	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3140000	3140000-202-1978-00133	19780110	<NA>	3	폐업	2	폐업	20070613	<NA>	<NA>	<NA>	0206478677	231.00	158801	서울특별시 양천구 목동 128-50번지	<NA>	<NA>	염창한증막	2005-01-24 00:00:00	I	2018-08-31 23:59:59.0	한증막업	189376.872324	449168.90553	한증막업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3140000	3140000-202-1979-00063	19791201	<NA>	3	폐업	2	폐업	20020426	<NA>	<NA>	<NA>	02 6920662	213.78	158860	서울특별시 양천구 신정동 997-5번지	<NA>	<NA>	추정탕	2002-04-26 00:00:00	I	2018-08-31 23:59:59.0	공동탕업	187887.639702	446924.819119	공동탕업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
114	3140000	3140000-202-2010-00001	2010-09-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226989972	1424.19	158-070	서울특별시 양천구 신정동 1267 뉴프라자 101호	서울특별시 양천구 신정로 312, 뉴프라자 지하 1층 101호 (신정동)	8106	토성사우나	2024-04-01 14:19:31	U	2023-12-04 00:03:00.0	공동탕업+찜질시설서비스영업	187158.467033	445678.076325	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
115	3140000	3140000-202-2013-00001	20130103	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0220610323	710.72	158811	서울특별시 양천구 목동 613-2	서울특별시 양천구 등촌로 220, 지하 1층 01호 (목동)	7946	등촌사우나	2022-06-09 10:43:38	U	2021-12-05 23:01:00.0	공동탕업	187916.254333	449683.219205	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
116	3140000	3140000-202-2013-00002	20130411	<NA>	3	폐업	2	폐업	20211001	<NA>	<NA>	<NA>	0226466200	663.07	158861	서울특별시 양천구 신정동 1023-12 지하2층 1호	서울특별시 양천구 은행정로 5, 지하2층 1호 (신정동)	8086	주)퓨처박스짐	2021-10-01 11:17:59	U	2021-10-03 02:40:00.0	공동탕업	187520.306767	446450.347274	공동탕업	0	0	0	0	2	2	0	0	2	Y	0	<NA>	<NA>	<NA>	임대	0	0	0	0	0	N
117	3140000	3140000-202-2013-00003	20131010	<NA>	3	폐업	2	폐업	20171115	<NA>	<NA>	<NA>	<NA>	30.39	158819	서울특별시 양천구 목동 791-11번지 원빌딩6층	서울특별시 양천구 목동중앙서로 7-1, 6층 (목동, 원빌딩)	7965	미네랄솔트찜질방	2017-11-15 13:45:02	I	2018-08-31 23:59:59.0	찜질시설서비스영업	187971.937904	447832.903003	찜질시설서비스영업	8	0	6	<NA>	<NA>	<NA>	0	0	0	Y	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N
118	3140000	3140000-202-2013-00004	20131119	<NA>	3	폐업	2	폐업	20190529	<NA>	<NA>	<NA>	02 20628412	1,165.10	158728	서울특별시 양천구 목동 905-22번지 목동트윈빌 401호	서울특별시 양천구 목동동로 339 (목동, 목동트윈빌 401호)	7988	(주)스포츠앤스파코리아	2019-05-29 15:13:55	U	2019-05-31 02:40:00.0	공동탕업+찜질시설서비스영업	189042.496526	447777.83576	공동탕업+찜질시설서비스영업	0	0	4	4	0	0	0	0	8	Y	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N
119	3140000	3140000-202-2013-00005	20131213	<NA>	3	폐업	2	폐업	20151209	<NA>	<NA>	<NA>	02 26453900	291.37	158849	서울특별시 양천구 신정동 128-113번지	서울특별시 양천구 신목로 34 (신정동, 현승빌딩6층)	8015	닥터스톤힐링센터	2014-12-23 16:57:37	I	2018-08-31 23:59:59.0	찜질시설서비스영업	188793.497547	446277.050684	찜질시설서비스영업	6	0	6	0	0	0	0	0	0	Y	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N
120	3140000	3140000-202-2014-00001	20140812	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0262890365	1,601.99	158820	서울특별시 양천구 목동 933 목동삼익아파트 (지하 1층) 상가동 7호	서울특별시 양천구 목동동로12길 45, 상가동 지하 1층 7호 (목동, 목동삼익아파트)	8007	해동참숯가마사우나	2022-06-13 09:29:00	U	2021-12-05 23:05:00.0	공동탕업+찜질시설서비스영업	189021.797866	446740.576355	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
121	3140000	3140000-202-2016-00001	20160317	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226465001	499.96	158851	서울특별시 양천구 신정동 210-16 3층, 4층	서울특별시 양천구 목동남로 58-4 (3,4)층 (신정동)	8101	신성대중사우나	2022-06-09 10:44:43	U	2021-12-05 23:01:00.0	공동탕업	188075.38628	445229.761796	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
122	3140000	3140000-202-2016-00002	20160624	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226539691	295.00	158722	서울특별시 양천구 목동 405-25 청학빌딩 지하1층 일부호	서울특별시 양천구 오목로 344, 지하1층 일부호 (목동, 청학빌딩)	8006	스포사우나	2022-06-09 10:45:47	U	2021-12-05 23:01:00.0	공동탕업	188904.571764	446861.525363	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
123	3140000	3140000-202-2016-00003	20160822	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226475670	780.77	158050	서울특별시 양천구 목동 962 목동트라팰리스 이스튼에비뉴동 201호	서울특별시 양천구 오목로 299, 목동트라팰리스 이스튼에비뉴동 지하 2층 201호 (목동)	8001	(주)스포짐네트웍스	2022-06-09 10:46:05	U	2021-12-05 23:01:00.0	공동탕업+찜질시설서비스영업	188472.759197	447091.855964	<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

Space Separator

Dash Punctuation

Other Punctuation

Open Punctuation

Close Punctuation

Uppercase Letter

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block