gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	180
Missing cells	1686
Missing cells (%)	19.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	71.1 KiB
Average record size in memory	404.7 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	광진구
URL	https://data.seoul.go.kr/dataList/OA-17431/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (65.8%)	Imbalance
`건물지상층수` is highly imbalanced (56.4%)	Imbalance
`건물지하층수` is highly imbalanced (51.9%)	Imbalance
`건물소유구분명` is highly imbalanced (84.6%)	Imbalance
`여성종사자수` is highly imbalanced (73.8%)	Imbalance
`남성종사자수` is highly imbalanced (73.8%)	Imbalance
`인허가취소일자` has 180 (100.0%) missing values	Missing
`폐업일자` has 67 (37.2%) missing values	Missing
`휴업시작일자` has 180 (100.0%) missing values	Missing
`휴업종료일자` has 180 (100.0%) missing values	Missing
`재개업일자` has 180 (100.0%) missing values	Missing
`전화번호` has 4 (2.2%) missing values	Missing
`도로명주소` has 44 (24.4%) missing values	Missing
`도로명우편번호` has 52 (28.9%) missing values	Missing
`좌표정보(X)` has 8 (4.4%) missing values	Missing
`좌표정보(Y)` has 8 (4.4%) missing values	Missing
`사용끝지상층` has 99 (55.0%) missing values	Missing
`한실수` has 38 (21.1%) missing values	Missing
`양실수` has 40 (22.2%) missing values	Missing
`발한실여부` has 33 (18.3%) missing values	Missing
`조건부허가신고사유` has 180 (100.0%) missing values	Missing
`조건부허가시작일자` has 180 (100.0%) missing values	Missing
`조건부허가종료일자` has 180 (100.0%) missing values	Missing
`다중이용업소여부` has 33 (18.3%) 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
`사용끝지상층` has 69 (38.3%) zeros	Zeros
`한실수` has 59 (32.8%) zeros	Zeros
`양실수` has 10 (5.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 19:18:21.225311
Analysis finished	2024-04-29 19:18:22.074808
Duration	0.85 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

3040000	180

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3040000	180	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3040000	180	100.0%

관리번호
Text

UNIQUE

Distinct	180
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

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

Characters and Unicode

Total characters	3960
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	180 ?
Unique (%)	100.0%

Sample

1st row	3040000-201-1964-00001
2nd row	3040000-201-1968-00001
3rd row	3040000-201-1968-00002
4th row	3040000-201-1969-00001
5th row	3040000-201-1969-00002

Value	Count	Frequency (%)
3040000-201-1964-00001	1	0.6%
3040000-201-1983-00028	1	0.6%
3040000-201-1983-00039	1	0.6%
3040000-201-1983-00031	1	0.6%
3040000-201-1983-00032	1	0.6%
3040000-201-1983-00033	1	0.6%
3040000-201-1983-00034	1	0.6%
3040000-201-1983-00035	1	0.6%
3040000-201-1983-00036	1	0.6%
3040000-201-1983-00037	1	0.6%
Other values (170)	170	94.4%

Most occurring characters

Value	Count	Frequency (%)
0	1711	43.2%
-	540	13.6%
1	472	11.9%
3	282	7.1%
2	280	7.1%
4	220	5.6%
9	188	4.7%
8	122	3.1%
7	79	2.0%
6	37	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3420	86.4%
Dash Punctuation	540	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1711	50.0%
1	472	13.8%
3	282	8.2%
2	280	8.2%
4	220	6.4%
9	188	5.5%
8	122	3.6%
7	79	2.3%
6	37	1.1%
5	29	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	540	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3960	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1711	43.2%
-	540	13.6%
1	472	11.9%
3	282	7.1%
2	280	7.1%
4	220	5.6%
9	188	4.7%
8	122	3.1%
7	79	2.0%
6	37	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3960	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1711	43.2%
-	540	13.6%
1	472	11.9%
3	282	7.1%
2	280	7.1%
4	220	5.6%
9	188	4.7%
8	122	3.1%
7	79	2.0%
6	37	0.9%

인허가일자
Date

Distinct	167
Distinct (%)	92.8%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Minimum	1964-04-03 00:00:00
Maximum	2024-01-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	180
Missing (%)	100.0%
Memory size	1.7 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

3	113
1	67

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	113	62.8%
1	67	37.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	113	62.8%
1	67	37.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

폐업	113
영업/정상	67

Length

Max length	5
Median length	2
Mean length	3.1166667
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	113	62.8%
영업/정상	67	37.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	113	62.8%
영업/정상	67	37.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

2	113
1	67

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	113	62.8%
1	67	37.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	113	62.8%
1	67	37.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

폐업	113
영업	67

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	113	62.8%
영업	67	37.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	113	62.8%
영업	67	37.2%

폐업일자
Date

MISSING

Distinct	105
Distinct (%)	92.9%
Missing	67
Missing (%)	37.2%
Memory size	1.5 KiB

Minimum	1995-07-10 00:00:00
Maximum	2024-04-11 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	180
Missing (%)	100.0%
Memory size	1.7 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	180
Missing (%)	100.0%
Memory size	1.7 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	180
Missing (%)	100.0%
Memory size	1.7 KiB

전화번호
Text

MISSING

Distinct	175
Distinct (%)	99.4%
Missing	4
Missing (%)	2.2%
Memory size	1.5 KiB

Length

Max length	12
Median length	10
Mean length	10.227273
Min length	10

Characters and Unicode

Total characters	1800
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	174 ?
Unique (%)	98.9%

Sample

1st row	02 4504425
2nd row	02 4648905
3rd row	02 4635280
4th row	02 457 0778
5th row	02 4656604

Value	Count	Frequency (%)
02	162	45.0%
456	4	1.1%
466	3	0.8%
4646273	2	0.6%
00	2	0.6%
020000	2	0.6%
4641381	1	0.3%
4633525	1	0.3%
4585256	1	0.3%
4547570	1	0.3%
Other values (181)	181	50.3%

Most occurring characters

Value	Count	Frequency (%)
0	289	16.1%
4	278	15.4%
2	267	14.8%
	208	11.6%
6	168	9.3%
5	128	7.1%
7	123	6.8%
3	110	6.1%
1	88	4.9%
9	74	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1592	88.4%
Space Separator	208	11.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	289	18.2%
4	278	17.5%
2	267	16.8%
6	168	10.6%
5	128	8.0%
7	123	7.7%
3	110	6.9%
1	88	5.5%
9	74	4.6%
8	67	4.2%

Space Separator

Value	Count	Frequency (%)
	208	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1800	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	289	16.1%
4	278	15.4%
2	267	14.8%
	208	11.6%
6	168	9.3%
5	128	7.1%
7	123	6.8%
3	110	6.1%
1	88	4.9%
9	74	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	289	16.1%
4	278	15.4%
2	267	14.8%
	208	11.6%
6	168	9.3%
5	128	7.1%
7	123	6.8%
3	110	6.1%
1	88	4.9%
9	74	4.1%

소재지면적
Text

Distinct	175
Distinct (%)	97.2%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	9
Median length	6
Mean length	5.8166667
Min length	3

Characters and Unicode

Total characters	1047
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	173 ?
Unique (%)	96.1%

Sample

1st row	35314.55
2nd row	52.82
3rd row	180.16
4th row	194.94
5th row	68.00

Value	Count	Frequency (%)
00	5	2.8%
5,568.11	2	1.1%
4,325.11	1	0.6%
213.78	1	0.6%
134.40	1	0.6%
188.42	1	0.6%
35314.55	1	0.6%
219.29	1	0.6%
68.57	1	0.6%
170.97	1	0.6%
Other values (165)	165	91.7%

Most occurring characters

Value	Count	Frequency (%)
.	180	17.2%
1	135	12.9%
0	112	10.7%
2	103	9.8%
4	85	8.1%
8	77	7.4%
5	74	7.1%
3	74	7.1%
9	68	6.5%
6	64	6.1%
Other values (2)	75	7.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	856	81.8%
Other Punctuation	191	18.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	135	15.8%
0	112	13.1%
2	103	12.0%
4	85	9.9%
8	77	9.0%
5	74	8.6%
3	74	8.6%
9	68	7.9%
6	64	7.5%
7	64	7.5%

Other Punctuation

Value	Count	Frequency (%)
.	180	94.2%
,	11	5.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	1047	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	180	17.2%
1	135	12.9%
0	112	10.7%
2	103	9.8%
4	85	8.1%
8	77	7.4%
5	74	7.1%
3	74	7.1%
9	68	6.5%
6	64	6.1%
Other values (2)	75	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1047	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	180	17.2%
1	135	12.9%
0	112	10.7%
2	103	9.8%
4	85	8.1%
8	77	7.4%
5	74	7.1%
3	74	7.1%
9	68	6.5%
6	64	6.1%
Other values (2)	75	7.2%

소재지우편번호
Text

Distinct	70
Distinct (%)	38.9%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	7
Median length	6
Mean length	6.0944444
Min length	6

Characters and Unicode

Total characters	1097
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	40 ?
Unique (%)	22.2%

Sample

1st row	143-800
2nd row	143915
3rd row	143915
4th row	143961
5th row	143846

Value	Count	Frequency (%)
143916	35	19.4%
143838	11	6.1%
143819	8	4.4%
143915	8	4.4%
143840	7	3.9%
143912	6	3.3%
143-916	5	2.8%
143190	4	2.2%
143903	4	2.2%
143890	4	2.2%
Other values (60)	88	48.9%

Most occurring characters

Value	Count	Frequency (%)
1	274	25.0%
4	211	19.2%
3	203	18.5%
8	112	10.2%
9	111	10.1%
6	53	4.8%
0	50	4.6%
2	32	2.9%
5	25	2.3%
-	17	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1080	98.5%
Dash Punctuation	17	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	274	25.4%
4	211	19.5%
3	203	18.8%
8	112	10.4%
9	111	10.3%
6	53	4.9%
0	50	4.6%
2	32	3.0%
5	25	2.3%
7	9	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1097	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	274	25.0%
4	211	19.2%
3	203	18.5%
8	112	10.2%
9	111	10.1%
6	53	4.8%
0	50	4.6%
2	32	2.9%
5	25	2.3%
-	17	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1097	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	274	25.0%
4	211	19.2%
3	203	18.5%
8	112	10.2%
9	111	10.1%
6	53	4.8%
0	50	4.6%
2	32	2.9%
5	25	2.3%
-	17	1.5%

지번주소
Text

Distinct	176
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	35
Median length	33
Mean length	21.916667
Min length	18

Characters and Unicode

Total characters	3945
Distinct characters	51
Distinct categories	5 ?
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	172 ?
Unique (%)	95.6%

Sample

1st row	서울특별시 광진구 광장동 22-1
2nd row	서울특별시 광진구 화양동 115-8번지
3rd row	서울특별시 광진구 화양동 111-129번지
4th row	서울특별시 광진구 구의동 228-7
5th row	서울특별시 광진구 자양동 236-64번지

Value	Count	Frequency (%)
서울특별시	180	24.3%
광진구	180	24.3%
화양동	53	7.2%
중곡동	40	5.4%
구의동	31	4.2%
자양동	25	3.4%
군자동	22	3.0%
광장동	6	0.8%
능동	3	0.4%
2,3층	3	0.4%
Other values (192)	198	26.7%

Most occurring characters

Value	Count	Frequency (%)
	708	17.9%
구	211	5.3%
광	186	4.7%
-	182	4.6%
서	180	4.6%
특	180	4.6%
별	180	4.6%
시	180	4.6%
진	180	4.6%
울	180	4.6%
Other values (41)	1578	40.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2246	56.9%
Decimal Number	797	20.2%
Space Separator	708	17.9%
Dash Punctuation	182	4.6%
Other Punctuation	12	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	211	9.4%
광	186	8.3%
서	180	8.0%
특	180	8.0%
별	180	8.0%
시	180	8.0%
진	180	8.0%
울	180	8.0%
동	180	8.0%
번	121	5.4%
Other values (28)	468	20.8%

Decimal Number

Value	Count	Frequency (%)
1	163	20.5%
2	143	17.9%
3	99	12.4%
4	70	8.8%
5	65	8.2%
6	65	8.2%
7	60	7.5%
0	56	7.0%
9	41	5.1%
8	35	4.4%

Space Separator

Value	Count	Frequency (%)
	708	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	182	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2246	56.9%
Common	1699	43.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	211	9.4%
광	186	8.3%
서	180	8.0%
특	180	8.0%
별	180	8.0%
시	180	8.0%
진	180	8.0%
울	180	8.0%
동	180	8.0%
번	121	5.4%
Other values (28)	468	20.8%

Common

Value	Count	Frequency (%)
	708	41.7%
-	182	10.7%
1	163	9.6%
2	143	8.4%
3	99	5.8%
4	70	4.1%
5	65	3.8%
6	65	3.8%
7	60	3.5%
0	56	3.3%
Other values (3)	88	5.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2246	56.9%
ASCII	1699	43.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	708	41.7%
-	182	10.7%
1	163	9.6%
2	143	8.4%
3	99	5.8%
4	70	4.1%
5	65	3.8%
6	65	3.8%
7	60	3.5%
0	56	3.3%
Other values (3)	88	5.2%

Hangul

Value	Count	Frequency (%)
구	211	9.4%
광	186	8.3%
서	180	8.0%
특	180	8.0%
별	180	8.0%
시	180	8.0%
진	180	8.0%
울	180	8.0%
동	180	8.0%
번	121	5.4%
Other values (28)	468	20.8%

도로명주소
Text

MISSING

Distinct	134
Distinct (%)	98.5%
Missing	44
Missing (%)	24.4%
Memory size	1.5 KiB

Length

Max length	47
Median length	31
Mean length	24.992647
Min length	22

Characters and Unicode

Total characters	3399
Distinct characters	84
Distinct categories	8 ?
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	132 ?
Unique (%)	97.1%

Sample

1st row	서울특별시 광진구 워커힐로 177 (광장동)
2nd row	서울특별시 광진구 능동로19길 44 (화양동)
3rd row	서울특별시 광진구 구의로16길 9 (구의동)
4th row	서울특별시 광진구 뚝섬로 475-6 (자양동)
5th row	서울특별시 광진구 답십리로82길 38 (중곡동)

Value	Count	Frequency (%)
서울특별시	136	19.7%
광진구	136	19.7%
화양동	40	5.8%
중곡동	29	4.2%
동일로	25	3.6%
구의동	24	3.5%
자양동	18	2.6%
아차산로	13	1.9%
천호대로	11	1.6%
군자동	10	1.4%
Other values (173)	249	36.0%

Most occurring characters

Value	Count	Frequency (%)
	555	16.3%
동	187	5.5%
구	164	4.8%
광	159	4.7%
서	136	4.0%
)	136	4.0%
울	136	4.0%
로	136	4.0%
(	136	4.0%
진	136	4.0%
Other values (74)	1518	44.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2056	60.5%
Space Separator	555	16.3%
Decimal Number	469	13.8%
Close Punctuation	136	4.0%
Open Punctuation	136	4.0%
Other Punctuation	26	0.8%
Dash Punctuation	20	0.6%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	187	9.1%
구	164	8.0%
광	159	7.7%
서	136	6.6%
울	136	6.6%
로	136	6.6%
진	136	6.6%
시	136	6.6%
별	136	6.6%
특	136	6.6%
Other values (57)	594	28.9%

Decimal Number

Value	Count	Frequency (%)
1	84	17.9%
3	65	13.9%
2	60	12.8%
4	51	10.9%
6	42	9.0%
5	41	8.7%
7	38	8.1%
0	31	6.6%
9	29	6.2%
8	28	6.0%

Other Punctuation

Value	Count	Frequency (%)
,	25	96.2%
.	1	3.8%

Space Separator

Value	Count	Frequency (%)
	555	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	136	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	136	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	20	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2056	60.5%
Common	1343	39.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	187	9.1%
구	164	8.0%
광	159	7.7%
서	136	6.6%
울	136	6.6%
로	136	6.6%
진	136	6.6%
시	136	6.6%
별	136	6.6%
특	136	6.6%
Other values (57)	594	28.9%

Common

Value	Count	Frequency (%)
	555	41.3%
)	136	10.1%
(	136	10.1%
1	84	6.3%
3	65	4.8%
2	60	4.5%
4	51	3.8%
6	42	3.1%
5	41	3.1%
7	38	2.8%
Other values (7)	135	10.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2056	60.5%
ASCII	1343	39.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	555	41.3%
)	136	10.1%
(	136	10.1%
1	84	6.3%
3	65	4.8%
2	60	4.5%
4	51	3.8%
6	42	3.1%
5	41	3.1%
7	38	2.8%
Other values (7)	135	10.1%

Hangul

Value	Count	Frequency (%)
동	187	9.1%
구	164	8.0%
광	159	7.7%
서	136	6.6%
울	136	6.6%
로	136	6.6%
진	136	6.6%
시	136	6.6%
별	136	6.6%
특	136	6.6%
Other values (57)	594	28.9%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	63
Distinct (%)	49.2%
Missing	52
Missing (%)	28.9%
Infinite	0
Infinite (%)	0.0%
Mean	4995.1406

Minimum	4900
Maximum	5116
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	4900
5-th percentile	4903
Q1	4960.75
median	5007
Q3	5031.5
95-th percentile	5080
Maximum	5116
Range	216
Interquartile range (IQR)	70.75

Descriptive statistics

Standard deviation	53.656935
Coefficient of variation (CV)	0.010741827
Kurtosis	-0.71910799
Mean	4995.1406
Median Absolute Deviation (MAD)	32
Skewness	-0.16872264
Sum	639378
Variance	2879.0667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5007	19	10.6%
5008	7	3.9%
5002	5	2.8%
4931	4	2.2%
4903	4	2.2%
5009	4	2.2%
4996	3	1.7%
4976	3	1.7%
5044	3	1.7%
5081	3	1.7%
Other values (53)	73	40.6%
(Missing)	52	28.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4900	2	1.1%
4902	2	1.1%
4903	4	2.2%
4905	1	0.6%
4908	1	0.6%
4911	2	1.1%
4912	1	0.6%
4914	1	0.6%
4918	2	1.1%
4919	1	0.6%

Value	Count	Frequency (%)
5116	1	0.6%
5093	1	0.6%
5092	1	0.6%
5081	3	1.7%
5080	3	1.7%
5073	2	1.1%
5072	1	0.6%
5071	2	1.1%
5068	1	0.6%
5065	1	0.6%

사업장명
Text

Distinct	173
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	18
Median length	17
Mean length	4.7777778
Min length	1

Characters and Unicode

Total characters	860
Distinct characters	219
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	166 ?
Unique (%)	92.2%

Sample

1st row	워커힐
2nd row	대원장여관
3rd row	뉴서울장여관
4th row	올인
5th row	동궁여관

Value	Count	Frequency (%)
신흥여인숙	2	1.0%
몰디브	2	1.0%
올인	2	1.0%
건대	2	1.0%
서울장여관	2	1.0%
모텔	2	1.0%
호텔더디자이너스건대	2	1.0%
동궁여관	2	1.0%
정모텔	2	1.0%
에이삼일사(a314	1	0.5%
Other values (175)	175	90.2%

Most occurring characters

Value	Count	Frequency (%)
여	74	8.6%
관	66	7.7%
텔	65	7.6%
장	55	6.4%
모	42	4.9%
호	23	2.7%
스	17	2.0%
	14	1.6%
대	13	1.5%
인	13	1.5%
Other values (209)	478	55.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	788	91.6%
Uppercase Letter	18	2.1%
Space Separator	14	1.6%
Lowercase Letter	13	1.5%
Decimal Number	9	1.0%
Open Punctuation	8	0.9%
Close Punctuation	8	0.9%
Other Punctuation	2	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
여	74	9.4%
관	66	8.4%
텔	65	8.2%
장	55	7.0%
모	42	5.3%
호	23	2.9%
스	17	2.2%
대	13	1.6%
인	13	1.6%
이	13	1.6%
Other values (175)	407	51.6%

Uppercase Letter

Value	Count	Frequency (%)
H	3	16.7%
S	2	11.1%
A	2	11.1%
Y	1	5.6%
T	1	5.6%
I	1	5.6%
W	1	5.6%
L	1	5.6%
Q	1	5.6%
P	1	5.6%
Other values (4)	4	22.2%

Lowercase Letter

Value	Count	Frequency (%)
o	2	15.4%
e	2	15.4%
u	2	15.4%
n	2	15.4%
s	1	7.7%
a	1	7.7%
l	1	7.7%
t	1	7.7%
i	1	7.7%

Decimal Number

Value	Count	Frequency (%)
2	2	22.2%
5	2	22.2%
0	2	22.2%
3	1	11.1%
4	1	11.1%
1	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
&	1	50.0%
.	1	50.0%

Space Separator

Value	Count	Frequency (%)
	14	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	788	91.6%
Common	41	4.8%
Latin	31	3.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
여	74	9.4%
관	66	8.4%
텔	65	8.2%
장	55	7.0%
모	42	5.3%
호	23	2.9%
스	17	2.2%
대	13	1.6%
인	13	1.6%
이	13	1.6%
Other values (175)	407	51.6%

Latin

Value	Count	Frequency (%)
H	3	9.7%
o	2	6.5%
e	2	6.5%
u	2	6.5%
n	2	6.5%
S	2	6.5%
A	2	6.5%
Y	1	3.2%
T	1	3.2%
I	1	3.2%
Other values (13)	13	41.9%

Common

Value	Count	Frequency (%)
	14	34.1%
(	8	19.5%
)	8	19.5%
2	2	4.9%
5	2	4.9%
0	2	4.9%
3	1	2.4%
4	1	2.4%
1	1	2.4%
&	1	2.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	788	91.6%
ASCII	72	8.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
여	74	9.4%
관	66	8.4%
텔	65	8.2%
장	55	7.0%
모	42	5.3%
호	23	2.9%
스	17	2.2%
대	13	1.6%
인	13	1.6%
이	13	1.6%
Other values (175)	407	51.6%

ASCII

Value	Count	Frequency (%)
	14	19.4%
(	8	11.1%
)	8	11.1%
H	3	4.2%
o	2	2.8%
e	2	2.8%
u	2	2.8%
n	2	2.8%
S	2	2.8%
A	2	2.8%
Other values (24)	27	37.5%

최종수정일자
Date

Distinct	168
Distinct (%)	93.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Minimum	2002-01-30 00:00:00
Maximum	2024-04-11 10:46:18

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

U	104
I	76

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	104	57.8%
I	76	42.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	104	57.8%
i	76	42.2%

데이터갱신일자
Date

Distinct	91
Distinct (%)	50.6%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

여관업	154
관광호텔	14
여인숙업	10
일반호텔	1
숙박업(생활)	1

Length

Max length	7
Median length	3
Mean length	3.1611111
Min length	3

Unique

Unique	2 ?
Unique (%)	1.1%

Sample

1st row	관광호텔
2nd row	여관업
3rd row	여관업
4th row	여관업
5th row	여관업

Common Values

Value	Count	Frequency (%)
여관업	154	85.6%
관광호텔	14	7.8%
여인숙업	10	5.6%
일반호텔	1	0.6%
숙박업(생활)	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
여관업	154	85.6%
관광호텔	14	7.8%
여인숙업	10	5.6%
일반호텔	1	0.6%
숙박업(생활	1	0.6%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	165
Distinct (%)	95.9%
Missing	8
Missing (%)	4.4%
Infinite	0
Infinite (%)	0.0%
Mean	206813.04

Minimum	205310.29
Maximum	209775.27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	205310.29
5-th percentile	205656.37
Q1	206007.25
median	206757.84
Q3	207480.26
95-th percentile	208176.23
Maximum	209775.27
Range	4464.9821
Interquartile range (IQR)	1473.0083

Descriptive statistics

Standard deviation	918.49152
Coefficient of variation (CV)	0.0044411683
Kurtosis	0.1845825
Mean	206813.04
Median Absolute Deviation (MAD)	744.55333
Skewness	0.66743763
Sum	35571843
Variance	843626.67
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206038.869513525	2	1.1%
207889.562789686	2	1.1%
205540.082598602	2	1.1%
206698.893815455	2	1.1%
206715.163962974	2	1.1%
205880.867136	2	1.1%
206041.488817405	2	1.1%
207545.867307934	1	0.6%
206790.345939184	1	0.6%
207124.932077141	1	0.6%
Other values (155)	155	86.1%
(Missing)	8	4.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
205310.285709458	1	0.6%
205321.284730435	1	0.6%
205329.672408805	1	0.6%
205391.382375241	1	0.6%
205477.134659707	1	0.6%
205519.120649001	1	0.6%
205540.082598602	2	1.1%
205572.347699585	1	0.6%
205725.117770632	1	0.6%
205747.652768191	1	0.6%

Value	Count	Frequency (%)
209775.267831522	1	0.6%
209602.113978282	1	0.6%
209407.745384399	1	0.6%
209375.068351656	1	0.6%
209162.470345601	1	0.6%
208413.473710547	1	0.6%
208263.69457561	1	0.6%
208261.748825555	1	0.6%
208197.480705123	1	0.6%
208158.850031488	1	0.6%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	165
Distinct (%)	95.9%
Missing	8
Missing (%)	4.4%
Infinite	0
Infinite (%)	0.0%
Mean	449692.52

Minimum	447609.77
Maximum	452094.74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	447609.77
5-th percentile	448199.74
Q1	449142.6
median	449466.13
Q3	450478.12
95-th percentile	451809.58
Maximum	452094.74
Range	4484.9756
Interquartile range (IQR)	1335.5175

Descriptive statistics

Standard deviation	1047.9417
Coefficient of variation (CV)	0.0023303516
Kurtosis	-0.31675639
Mean	449692.52
Median Absolute Deviation (MAD)	796.41416
Skewness	0.40632884
Sum	77347114
Variance	1098181.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
449844.379971087	2	1.1%
449643.691169752	2	1.1%
448702.306849626	2	1.1%
450714.384110768	2	1.1%
450559.947859031	2	1.1%
449459.297399	2	1.1%
449522.62415745	2	1.1%
448350.983197315	1	0.6%
448383.572348438	1	0.6%
447721.059102855	1	0.6%
Other values (155)	155	86.1%
(Missing)	8	4.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
447609.765976299	1	0.6%
447721.059102855	1	0.6%
447746.321126737	1	0.6%
447806.088004584	1	0.6%
447913.032479407	1	0.6%
447944.009297941	1	0.6%
447952.966391874	1	0.6%
447994.805558304	1	0.6%
448183.850317743	1	0.6%
448212.742081082	1	0.6%

Value	Count	Frequency (%)
452094.741574905	1	0.6%
452051.909676563	1	0.6%
452051.730320809	1	0.6%
452012.470712384	1	0.6%
451942.725870556	1	0.6%
451935.251493803	1	0.6%
451928.745163603	1	0.6%
451906.887051862	1	0.6%
451840.405435241	1	0.6%
451784.351747486	1	0.6%

위생업태명
Categorical

Distinct	5
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

여관업	128
<NA>	33
여인숙업	10
관광호텔	8
일반호텔	1

Length

Max length	4
Median length	3
Mean length	3.2888889
Min length	3

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
여관업	128	71.1%
<NA>	33	18.3%
여인숙업	10	5.6%
관광호텔	8	4.4%
일반호텔	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
여관업	128	71.1%
na	33	18.3%
여인숙업	10	5.6%
관광호텔	8	4.4%
일반호텔	1	0.6%

건물지상층수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

0	111
<NA>	65
9	1
17	1
10	1

Length

Max length	4
Median length	1
Mean length	2.1
Min length	1

Unique

Unique	4 ?
Unique (%)	2.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	111	61.7%
<NA>	65	36.1%
9	1	0.6%
17	1	0.6%
10	1	0.6%
11	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	111	61.7%
na	65	36.1%
9	1	0.6%
17	1	0.6%
10	1	0.6%
11	1	0.6%

건물지하층수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

0	111
<NA>	65
1	2
3	1
2	1

Length

Max length	4
Median length	1
Mean length	2.0833333
Min length	1

Unique

Unique	2 ?
Unique (%)	1.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	111	61.7%
<NA>	65	36.1%
1	2	1.1%
3	1	0.6%
2	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	111	61.7%
na	65	36.1%
1	2	1.1%
3	1	0.6%
2	1	0.6%

사용시작지상층
Categorical

Distinct	5
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

0	102
<NA>	66
1	10
2	1
5	1

Length

Max length	4
Median length	1
Mean length	2.1
Min length	1

Unique

Unique	2 ?
Unique (%)	1.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	102	56.7%
<NA>	66	36.7%
1	10	5.6%
2	1	0.6%
5	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	102	56.7%
na	66	36.7%
1	10	5.6%
2	1	0.6%
5	1	0.6%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	12.3%
Missing	99
Missing (%)	55.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2716049

Minimum	0
Maximum	20
Zeros	69
Zeros (%)	38.3%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.9370431
Coefficient of variation (CV)	3.0961213
Kurtosis	12.65018
Mean	1.2716049
Median Absolute Deviation (MAD)	0
Skewness	3.5887922
Sum	103
Variance	15.500309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	69	38.3%
3	4	2.2%
2	1	0.6%
4	1	0.6%
20	1	0.6%
17	1	0.6%
10	1	0.6%
18	1	0.6%
11	1	0.6%
9	1	0.6%
(Missing)	99	55.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	69	38.3%
2	1	0.6%
3	4	2.2%
4	1	0.6%
9	1	0.6%
10	1	0.6%
11	1	0.6%
17	1	0.6%
18	1	0.6%
20	1	0.6%

Value	Count	Frequency (%)
20	1	0.6%
18	1	0.6%
17	1	0.6%
11	1	0.6%
10	1	0.6%
9	1	0.6%
4	1	0.6%
3	4	2.2%
2	1	0.6%
0	69	38.3%

사용시작지하층
Categorical

Distinct	4
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

0	109
<NA>	66
1	4
3	1

Length

Max length	4
Median length	1
Mean length	2.1
Min length	1

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
0	109	60.6%
<NA>	66	36.7%
1	4	2.2%
3	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	109	60.6%
na	66	36.7%
1	4	2.2%
3	1	0.6%

사용끝지하층
Categorical

Distinct	4
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	99
0	76
1	4
2	1

Length

Max length	4
Median length	4
Mean length	2.65
Min length	1

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	99	55.0%
0	76	42.2%
1	4	2.2%
2	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	99	55.0%
0	76	42.2%
1	4	2.2%
2	1	0.6%

한실수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	12.0%
Missing	38
Missing (%)	21.1%
Infinite	0
Infinite (%)	0.0%
Mean	3.6760563

Minimum	0
Maximum	35
Zeros	59
Zeros (%)	32.8%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.5
Q3	5
95-th percentile	11
Maximum	35
Range	35
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.2734438
Coefficient of variation (CV)	1.4345384
Kurtosis	13.461709
Mean	3.6760563
Median Absolute Deviation (MAD)	2.5
Skewness	3.0120716
Sum	522
Variance	27.80921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	59	32.8%
4	16	8.9%
3	16	8.9%
2	10	5.6%
5	9	5.0%
10	8	4.4%
11	5	2.8%
6	4	2.2%
1	2	1.1%
13	2	1.1%
Other values (7)	11	6.1%
(Missing)	38	21.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	59	32.8%
1	2	1.1%
2	10	5.6%
3	16	8.9%
4	16	8.9%
5	9	5.0%
6	4	2.2%
7	2	1.1%
8	2	1.1%
9	2	1.1%

Value	Count	Frequency (%)
35	1	0.6%
32	1	0.6%
19	1	0.6%
13	2	1.1%
12	2	1.1%
11	5	2.8%
10	8	4.4%
9	2	1.1%
8	2	1.1%
7	2	1.1%

양실수
Real number (ℝ)

MISSING ZEROS

Distinct	41
Distinct (%)	29.3%
Missing	40
Missing (%)	22.2%
Infinite	0
Infinite (%)	0.0%
Mean	17.95

Minimum	0
Maximum	100
Zeros	10
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	12
Q3	23
95-th percentile	54.1
Maximum	100
Range	100
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	17.588553
Coefficient of variation (CV)	0.97986367
Kurtosis	7.3677324
Mean	17.95
Median Absolute Deviation (MAD)	5
Skewness	2.5251403
Sum	2513
Variance	309.35719
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
10	16	8.9%
8	16	8.9%
12	10	5.6%
0	10	5.6%
14	8	4.4%
7	5	2.8%
9	5	2.8%
24	5	2.8%
16	4	2.2%
18	4	2.2%
Other values (31)	57	31.7%
(Missing)	40	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	5.6%
2	1	0.6%
3	1	0.6%
4	2	1.1%
5	2	1.1%
6	1	0.6%
7	5	2.8%
8	16	8.9%
9	5	2.8%
10	16	8.9%

Value	Count	Frequency (%)
100	1	0.6%
86	1	0.6%
84	2	1.1%
75	2	1.1%
56	1	0.6%
54	1	0.6%
40	2	1.1%
39	2	1.1%
38	1	0.6%
37	1	0.6%

욕실수
Categorical

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

0	115
<NA>	65

Length

Max length	4
Median length	1
Mean length	2.0833333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	115	63.9%
<NA>	65	36.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	115	63.9%
na	65	36.1%

발한실여부
Boolean

MISSING

Distinct	2
Distinct (%)	1.4%
Missing	33
Missing (%)	18.3%
Memory size	492.0 B

False	114
True	33
(Missing)	33

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	114	63.3%
True	33	18.3%
(Missing)	33	18.3%

좌석수
Categorical

Distinct	3
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

0	114
<NA>	65
168	1

Length

Max length	4
Median length	1
Mean length	2.0944444
Min length	1

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
0	114	63.3%
<NA>	65	36.1%
168	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	114	63.3%
na	65	36.1%
168	1	0.6%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	180
Missing (%)	100.0%
Memory size	1.7 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	180
Missing (%)	100.0%
Memory size	1.7 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	180
Missing (%)	100.0%
Memory size	1.7 KiB

건물소유구분명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	176
자가	4

Length

Max length	4
Median length	4
Mean length	3.9555556
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>	176	97.8%
자가	4	2.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	176	97.8%
자가	4	2.2%

세탁기수
Categorical

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	98
0	82

Length

Max length	4
Median length	4
Mean length	2.6333333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	98	54.4%
0	82	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	98	54.4%
0	82	45.6%

여성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	172
0	8

Length

Max length	4
Median length	4
Mean length	3.8666667
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>	172	95.6%
0	8	4.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	172	95.6%
0	8	4.4%

남성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	172
0	8

Length

Max length	4
Median length	4
Mean length	3.8666667
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>	172	95.6%
0	8	4.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	172	95.6%
0	8	4.4%

회수건조수
Categorical

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	98
0	82

Length

Max length	4
Median length	4
Mean length	2.6333333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	98	54.4%
0	82	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	98	54.4%
0	82	45.6%

침대수
Categorical

Distinct	2
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	98
0	82

Length

Max length	4
Median length	4
Mean length	2.6333333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	98	54.4%
0	82	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	98	54.4%
0	82	45.6%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.7%
Missing	33
Missing (%)	18.3%
Memory size	492.0 B

False	147
(Missing)	33

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	147	81.7%
(Missing)	33	18.3%

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
0	3040000	3040000-201-1964-00001	1964-04-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4504425	35314.55	143-800	서울특별시 광진구 광장동 22-1	서울특별시 광진구 워커힐로 177 (광장동)	4963	워커힐	2023-05-04 10:11:44	U	2022-12-05 00:07:00.0	관광호텔	209775.267832	450327.577093	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3040000	3040000-201-1968-00001	19680801	<NA>	3	폐업	2	폐업	20171227	<NA>	<NA>	<NA>	02 4648905	52.82	143915	서울특별시 광진구 화양동 115-8번지	서울특별시 광진구 능동로19길 44 (화양동)	5009	대원장여관	2017-12-27 11:05:48	I	2018-08-31 23:59:59.0	여관업	206230.137613	449477.471659	여관업	0	0	0	0	0	0	2	8	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
2	3040000	3040000-201-1968-00002	19681108	<NA>	3	폐업	2	폐업	20061020	<NA>	<NA>	<NA>	02 4635280	180.16	143915	서울특별시 광진구 화양동 111-129번지	<NA>	<NA>	뉴서울장여관	2002-02-04 00:00:00	I	2018-08-31 23:59:59.0	여관업	206409.225508	449399.181857	여관업	0	0	0	<NA>	0	<NA>	10	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3040000	3040000-201-1969-00001	19690709	<NA>	3	폐업	2	폐업	20210118	<NA>	<NA>	<NA>	02 457 0778	194.94	143961	서울특별시 광진구 구의동 228-7	서울특별시 광진구 구의로16길 9 (구의동)	5033	올인	2021-01-18 09:31:58	U	2021-01-20 02:40:00.0	여관업	207976.829406	449075.181117	여관업	0	0	0	0	0	0	0	16	0	Y	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
4	3040000	3040000-201-1969-00002	19690625	<NA>	3	폐업	2	폐업	20191119	<NA>	<NA>	<NA>	02 4656604	68.00	143846	서울특별시 광진구 자양동 236-64번지	서울특별시 광진구 뚝섬로 475-6 (자양동)	5080	동궁여관	2019-11-19 14:50:41	U	2019-11-21 02:40:00.0	여관업	205519.120649	448299.291013	여관업	0	0	0	0	0	0	3	8	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
5	3040000	3040000-201-1969-00003	19691206	<NA>	3	폐업	2	폐업	20180528	<NA>	<NA>	<NA>	02 4613040	131.90	143902	서울특별시 광진구 중곡동 212-13번지	서울특별시 광진구 답십리로82길 38 (중곡동)	4902	대림여관	2018-05-28 09:12:47	I	2018-08-31 23:59:59.0	여관업	207208.850173	451942.725871	여관업	0	0	0	0	0	0	4	10	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
6	3040000	3040000-201-1969-00004	19691021	<NA>	3	폐업	2	폐업	20120217	<NA>	<NA>	<NA>	02 4977279	108.28	143916	서울특별시 광진구 화양동 17-55번지	<NA>	<NA>	수도장여관	2010-05-17 11:16:41	I	2018-08-31 23:59:59.0	여관업	206084.819279	449348.522635	여관업	0	0	0	0	0	0	5	12	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
7	3040000	3040000-201-1970-00007	19700702	<NA>	3	폐업	2	폐업	20080905	<NA>	<NA>	<NA>	02 4699707	50.00	143902	서울특별시 광진구 중곡동 196-11번지	<NA>	<NA>	도원여관	2003-08-01 00:00:00	I	2018-08-31 23:59:59.0	여관업	207343.773689	451935.251494	여관업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3	8	<NA>	Y	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3040000	3040000-201-1970-00008	19700825	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4631981	64.74	143916	서울특별시 광진구 화양동 23-39번지	서울특별시 광진구 동일로 168 (화양동)	5007	큐(Q)	2018-11-30 16:01:14	U	2018-12-04 02:40:00.0	여관업	205850.752898	449421.557205	여관업	0	0	0	0	0	0	3	14	0	Y	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
9	3040000	3040000-201-1970-00009	1970-08-10	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4632043	89.00	143-917	서울특별시 광진구 화양동 41-3	서울특별시 광진구 동일로 148 (화양동)	5014	그랜드모텔	2023-10-04 15:31:47	U	2022-10-31 00:06:00.0	여관업	205776.113128	449246.304001	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	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
170	3040000	3040000-201-2016-00001	20160617	<NA>	3	폐업	2	폐업	20190612	<NA>	<NA>	<NA>	02 466 7851	5,568.11	143912	서울특별시 광진구 중곡동 638-3번지	서울특별시 광진구 천호대로 521 (중곡동)	4920	호텔더디자이너스건대	2019-06-12 15:57:28	U	2019-06-14 02:40:00.0	관광호텔	206698.893815	450714.384111	관광호텔	9	3	<NA>	<NA>	<NA>	<NA>	0	75	0	N	0	<NA>	<NA>	<NA>	자가	0	0	0	0	0	N
171	3040000	3040000-201-2017-00001	20170523	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 456 1261	5,959.76	143847	서울특별시 광진구 능동 276-1 220-1, 220-3	서울특별시 광진구 천호대로 560 (능동)	4985	호텔부티크나인	2021-05-06 11:48:31	U	2021-05-08 02:40:00.0	관광호텔	207010.871584	450476.132985	관광호텔	17	2	1	17	1	2	0	86	0	N	0	<NA>	<NA>	<NA>	자가	0	0	0	0	0	N
172	3040000	3040000-201-2017-00002	20170523	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4991585	1,998.15	143840	서울특별시 광진구 군자동 350-1 350-2, 350-3	서울특별시 광진구 동일로 214 (군자동)	5002	호텔컬리넌 건대2	2022-03-08 15:16:23	U	2022-03-10 02:40:00.0	관광호텔	206049.041722	449837.413487	관광호텔	10	1	1	10	1	1	0	56	0	N	0	<NA>	<NA>	<NA>	자가	0	0	0	0	0	N
173	3040000	3040000-201-2018-00001	2018-01-05	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 499 8616	2950.75	143-916	서울특별시 광진구 화양동 24-15	서울특별시 광진구 동일로 156 (화양동)	5013	에이치에비뉴 호텔 건대점	2023-03-13 17:06:07	U	2022-12-02 23:05:00.0	관광호텔	205814.775584	449312.470283	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
174	3040000	3040000-201-2018-00002	20180206	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 463 5678	4,325.11	143916	서울특별시 광진구 화양동 23-15번지	서울특별시 광진구 동일로 172 (화양동)	5007	호텔더디자이너스 프리미어 건대	2018-02-06 16:38:13	I	2018-08-31 23:59:59.0	관광호텔	205879.36567	449454.63856	관광호텔	0	0	1	18	1	1	0	100	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
175	3040000	3040000-201-2018-00003	20180621	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	2,484.97	143842	서울특별시 광진구 자양동 24-6 호텔케이월드	서울특별시 광진구 동일로 90, 호텔케이월드 (자양동)	5071	호텔케이월드	2021-08-12 14:02:19	U	2021-08-14 02:40:00.0	관광호텔	205540.082599	448702.30685	관광호텔	11	1	1	11	1	1	0	54	0	N	0	<NA>	<NA>	<NA>	자가	0	0	0	0	0	N
176	3040000	3040000-201-2019-00001	20190612	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 22463232	5,568.11	143912	서울특별시 광진구 중곡동 638-3번지 호텔 더디자이너스 건대	서울특별시 광진구 천호대로 521, 호텔 더디자이너스 건대 지하3~지상9층 (중곡동)	4920	호텔더디자이너스건대	2020-04-22 17:49:41	U	2020-04-24 02:40:00.0	관광호텔	206698.893815	450714.384111	관광호텔	0	0	1	9	3	1	0	75	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
177	3040000	3040000-201-2023-00001	2023-01-31	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 456 3271	2060.00	143-808	서울특별시 광진구 광장동 327-1	서울특별시 광진구 아차산로76가길 12 (광장동)	4969	나무호텔	2023-01-31 17:13:55	I	2022-12-02 00:02:00.0	관광호텔	209407.745384	449459.252995	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
178	3040000	3040000-201-2024-00001	2024-01-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 466 7843	225.00	143-916	서울특별시 광진구 화양동 18-32	서울특별시 광진구 광나루로 354 (화양동)	5008	호스텔 온기	2024-01-19 13:37:31	U	2023-11-30 22:01:00.0	관광호텔	206041.488817	449522.624157	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
179	3040000	3040000-214-2024-00001	2024-01-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	1086.48	143-916	서울특별시 광진구 화양동 23-3	서울특별시 광진구 동일로30길 10 (화양동)	5007	하일호스텔	2024-01-22 13:50:27	I	2023-11-30 22:04:00.0	숙박업(생활)	205913.766726	449481.459609	<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

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category