gimi9 Pandas Profiling

Dataset statistics

Number of variables	60
Number of observations	177
Missing cells	4746
Missing cells (%)	44.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	89.8 KiB
Average record size in memory	519.7 B

Variable types

Categorical	20
Text	9
DateTime	4
Unsupported	17
Numeric	10

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),문화체육업종명,문화사업자구분명,지역구분명,총층수,주변환경명,제작취급품목내용,보험기관명,건물용도명,지상층수,지하층수,객실수,건축연면적,영문상호명,영문상호주소,선박총톤수,선박척수,선박제원,무대면적,좌석수,기념품종류,회의실별동시수용인원,시설면적,놀이기구수내역,놀이시설수,방송시설유무,발전시설유무,의무실유무,안내소유무,기획여행보험시작일자,기획여행보험종료일자,자본금,보험시작일자,보험종료일자,부대시설내역,시설규모
Author	금천구
URL	https://data.seoul.go.kr/dataList/OA-17594/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`주변환경명` is highly imbalanced (79.3%)	Imbalance
`보험기관명` is highly imbalanced (50.9%)	Imbalance
`건물용도명` is highly imbalanced (68.6%)	Imbalance
`지하층수` is highly imbalanced (79.8%)	Imbalance
`객실수` is highly imbalanced (76.0%)	Imbalance
`건축연면적` is highly imbalanced (76.0%)	Imbalance
`선박총톤수` is highly imbalanced (76.0%)	Imbalance
`선박척수` is highly imbalanced (76.0%)	Imbalance
`무대면적` is highly imbalanced (76.0%)	Imbalance
`좌석수` is highly imbalanced (76.0%)	Imbalance
`회의실별동시수용인원` is highly imbalanced (76.0%)	Imbalance
`놀이시설수` is highly imbalanced (76.0%)	Imbalance
`인허가취소일자` has 177 (100.0%) missing values	Missing
`폐업일자` has 104 (58.8%) missing values	Missing
`휴업시작일자` has 177 (100.0%) missing values	Missing
`휴업종료일자` has 177 (100.0%) missing values	Missing
`재개업일자` has 177 (100.0%) missing values	Missing
`전화번호` has 90 (50.8%) missing values	Missing
`소재지면적` has 177 (100.0%) missing values	Missing
`소재지우편번호` has 108 (61.0%) missing values	Missing
`도로명우편번호` has 40 (22.6%) missing values	Missing
`업태구분명` has 177 (100.0%) missing values	Missing
`지역구분명` has 163 (92.1%) missing values	Missing
`총층수` has 156 (88.1%) missing values	Missing
`제작취급품목내용` has 177 (100.0%) missing values	Missing
`지상층수` has 155 (87.6%) missing values	Missing
`영문상호명` has 175 (98.9%) missing values	Missing
`영문상호주소` has 175 (98.9%) missing values	Missing
`선박제원` has 177 (100.0%) missing values	Missing
`기념품종류` has 177 (100.0%) missing values	Missing
`시설면적` has 131 (74.0%) missing values	Missing
`놀이기구수내역` has 177 (100.0%) missing values	Missing
`방송시설유무` has 177 (100.0%) missing values	Missing
`발전시설유무` has 177 (100.0%) missing values	Missing
`의무실유무` has 177 (100.0%) missing values	Missing
`안내소유무` has 177 (100.0%) missing values	Missing
`기획여행보험시작일자` has 177 (100.0%) missing values	Missing
`기획여행보험종료일자` has 177 (100.0%) missing values	Missing
`자본금` has 91 (51.4%) missing values	Missing
`보험시작일자` has 108 (61.0%) missing values	Missing
`보험종료일자` has 108 (61.0%) missing values	Missing
`부대시설내역` has 177 (100.0%) missing values	Missing
`시설규모` has 131 (74.0%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업태구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`제작취급품목내용` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박제원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기념품종류` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`놀이기구수내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`방송시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`발전시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`의무실유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`안내소유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기획여행보험시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기획여행보험종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`부대시설내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총층수` has 8 (4.5%) zeros	Zeros
`지상층수` has 8 (4.5%) zeros	Zeros
`시설면적` has 7 (4.0%) zeros	Zeros
`자본금` has 2 (1.1%) zeros	Zeros
`시설규모` has 7 (4.0%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:07:59.646876
Analysis finished	2024-05-11 06:08:00.824687
Duration	1.18 second
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

3170000	177

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3170000
2nd row	3170000
3rd row	3170000
4th row	3170000
5th row	3170000

Common Values

Value	Count	Frequency (%)
3170000	177	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3170000	177	100.0%

관리번호
Text

UNIQUE

Distinct	177
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	20
Median length	20
Mean length	20
Min length	20

Characters and Unicode

Total characters	3540
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	177 ?
Unique (%)	100.0%

Sample

1st row	CDFI2260021991000001
2nd row	CDFI2260021992000001
3rd row	CDFI2260021997000001
4th row	CDFI2260021997000002
5th row	CDFI2260022000000001

Value	Count	Frequency (%)
cdfi2260021991000001	1	0.6%
cdfi2260022017000001	1	0.6%
cdfi2260022019000015	1	0.6%
cdfi2260022019000006	1	0.6%
cdfi2260022019000007	1	0.6%
cdfi2260022019000008	1	0.6%
cdfi2260022019000009	1	0.6%
cdfi2260022019000011	1	0.6%
cdfi2260022019000012	1	0.6%
cdfi2260022019000013	1	0.6%
Other values (167)	167	94.4%

Most occurring characters

Value	Count	Frequency (%)
0	1411	39.9%
2	798	22.5%
1	212	6.0%
6	203	5.7%
C	177	5.0%
D	177	5.0%
F	177	5.0%
I	177	5.0%
9	48	1.4%
3	47	1.3%
Other values (4)	113	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2832	80.0%
Uppercase Letter	708	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1411	49.8%
2	798	28.2%
1	212	7.5%
6	203	7.2%
9	48	1.7%
3	47	1.7%
4	33	1.2%
8	29	1.0%
5	29	1.0%
7	22	0.8%

Uppercase Letter

Value	Count	Frequency (%)
C	177	25.0%
D	177	25.0%
F	177	25.0%
I	177	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2832	80.0%
Latin	708	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1411	49.8%
2	798	28.2%
1	212	7.5%
6	203	7.2%
9	48	1.7%
3	47	1.7%
4	33	1.2%
8	29	1.0%
5	29	1.0%
7	22	0.8%

Latin

Value	Count	Frequency (%)
C	177	25.0%
D	177	25.0%
F	177	25.0%
I	177	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3540	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1411	39.9%
2	798	22.5%
1	212	6.0%
6	203	5.7%
C	177	5.0%
D	177	5.0%
F	177	5.0%
I	177	5.0%
9	48	1.4%
3	47	1.3%
Other values (4)	113	3.2%

인허가일자
Date

Distinct	172
Distinct (%)	97.2%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Minimum	1991-09-13 00:00:00
Maximum	2024-02-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

영업상태코드
Categorical

Distinct	4
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

1	101
3	62
5	10
4	4

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	1

Common Values

Value	Count	Frequency (%)
1	101	57.1%
3	62	35.0%
5	10	5.6%
4	4	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	101	57.1%
3	62	35.0%
5	10	5.6%
4	4	2.3%

영업상태명
Categorical

Distinct	4
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

영업/정상	101
폐업	62
제외/삭제/전출	10
취소/말소/만료/정지/중지	4

Length

Max length	14
Median length	5
Mean length	4.3220339
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	영업/정상

Common Values

Value	Count	Frequency (%)
영업/정상	101	57.1%
폐업	62	35.0%
제외/삭제/전출	10	5.6%
취소/말소/만료/정지/중지	4	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	101	57.1%
폐업	62	35.0%
제외/삭제/전출	10	5.6%
취소/말소/만료/정지/중지	4	2.3%

상세영업상태코드
Categorical

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

13	101
3	62
15	10
30	3
35	1

Length

Max length	2
Median length	2
Mean length	1.6497175
Min length	1

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

1st row	13
2nd row	3
3rd row	3
4th row	3
5th row	13

Common Values

Value	Count	Frequency (%)
13	101	57.1%
3	62	35.0%
15	10	5.6%
30	3	1.7%
35	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	101	57.1%
3	62	35.0%
15	10	5.6%
30	3	1.7%
35	1	0.6%

상세영업상태명
Categorical

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

영업중	101
폐업	62
전출	10
허가취소	3
직권말소	1

Length

Max length	4
Median length	3
Mean length	2.6158192
Min length	2

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	101	57.1%
폐업	62	35.0%
전출	10	5.6%
허가취소	3	1.7%
직권말소	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	101	57.1%
폐업	62	35.0%
전출	10	5.6%
허가취소	3	1.7%
직권말소	1	0.6%

폐업일자
Date

MISSING

Distinct	70
Distinct (%)	95.9%
Missing	104
Missing (%)	58.8%
Memory size	1.5 KiB

Minimum	1999-03-25 00:00:00
Maximum	2024-03-27 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

전화번호
Text

MISSING

Distinct	85
Distinct (%)	97.7%
Missing	90
Missing (%)	50.8%
Memory size	1.5 KiB

Length

Max length	13
Median length	12
Mean length	10.54023
Min length	8

Characters and Unicode

Total characters	917
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	83 ?
Unique (%)	95.4%

Sample

1st row	867-5599
2nd row	02-803-8282
3rd row	2606-9059
4th row	808-8300
5th row	2026-0606

Value	Count	Frequency (%)
02-802-0083	2	2.3%
02-2671-8818	2	2.3%
02-2677-5091	1	1.1%
02-777-3033	1	1.1%
027931102	1	1.1%
02-892-8200	1	1.1%
070-4671-1455	1	1.1%
02-6429-6086	1	1.1%
070-4829-1888	1	1.1%
02-853-0110	1	1.1%
Other values (75)	75	86.2%

Most occurring characters

Value	Count	Frequency (%)
0	156	17.0%
-	139	15.2%
2	114	12.4%
8	92	10.0%
5	72	7.9%
6	71	7.7%
1	63	6.9%
7	62	6.8%
4	55	6.0%
9	49	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	778	84.8%
Dash Punctuation	139	15.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	156	20.1%
2	114	14.7%
8	92	11.8%
5	72	9.3%
6	71	9.1%
1	63	8.1%
7	62	8.0%
4	55	7.1%
9	49	6.3%
3	44	5.7%

Dash Punctuation

Value	Count	Frequency (%)
-	139	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	917	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	156	17.0%
-	139	15.2%
2	114	12.4%
8	92	10.0%
5	72	7.9%
6	71	7.7%
1	63	6.9%
7	62	6.8%
4	55	6.0%
9	49	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	917	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	156	17.0%
-	139	15.2%
2	114	12.4%
8	92	10.0%
5	72	7.9%
6	71	7.7%
1	63	6.9%
7	62	6.8%
4	55	6.0%
9	49	5.3%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

소재지우편번호
Text

MISSING

Distinct	40
Distinct (%)	58.0%
Missing	108
Missing (%)	61.0%
Memory size	1.5 KiB

Length

Max length	7
Median length	6
Mean length	6.0869565
Min length	6

Characters and Unicode

Total characters	420
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	25 ?
Unique (%)	36.2%

Sample

1st row	153-811
2nd row	153864
3rd row	153830
4th row	153861
5th row	153814

Value	Count	Frequency (%)
153803	6	8.7%
153759	5	7.2%
153013	4	5.8%
153023	4	5.8%
153011	3	4.3%
153801	3	4.3%
153823	3	4.3%
153825	2	2.9%
153786	2	2.9%
153864	2	2.9%
Other values (30)	35	50.7%

Most occurring characters

Value	Count	Frequency (%)
3	95	22.6%
1	94	22.4%
5	84	20.0%
8	44	10.5%
0	33	7.9%
7	26	6.2%
6	13	3.1%
2	12	2.9%
9	9	2.1%
-	6	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	414	98.6%
Dash Punctuation	6	1.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	95	22.9%
1	94	22.7%
5	84	20.3%
8	44	10.6%
0	33	8.0%
7	26	6.3%
6	13	3.1%
2	12	2.9%
9	9	2.2%
4	4	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	420	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	95	22.6%
1	94	22.4%
5	84	20.0%
8	44	10.5%
0	33	7.9%
7	26	6.2%
6	13	3.1%
2	12	2.9%
9	9	2.1%
-	6	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	420	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	95	22.6%
1	94	22.4%
5	84	20.0%
8	44	10.5%
0	33	7.9%
7	26	6.2%
6	13	3.1%
2	12	2.9%
9	9	2.1%
-	6	1.4%

지번주소
Text

Distinct	164
Distinct (%)	92.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	45
Median length	38
Mean length	29.80791
Min length	18

Characters and Unicode

Total characters	5276
Distinct characters	162
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	157 ?
Unique (%)	88.7%

Sample

1st row	서울특별시 금천구 독산동 286-13
2nd row	서울특별시 금천구 시흥동 999-42번지
3rd row	서울특별시 금천구 독산동 1031-18번지
4th row	서울특별시 금천구 시흥동 954-13번지
5th row	서울특별시 금천구 시흥동 999

Value	Count	Frequency (%)
서울특별시	177	18.2%
금천구	177	18.2%
가산동	111	11.4%
독산동	41	4.2%
시흥동	25	2.6%
대성디폴리스지식산업센터	9	0.9%
b동	7	0.7%
543-1	7	0.7%
가산	7	0.7%
it캐슬	7	0.7%
Other values (280)	406	41.7%

Most occurring characters

Value	Count	Frequency (%)
	849	16.1%
1	236	4.5%
시	208	3.9%
동	202	3.8%
금	183	3.5%
천	182	3.4%
서	178	3.4%
별	177	3.4%
산	177	3.4%
특	177	3.4%
Other values (152)	2707	51.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3079	58.4%
Decimal Number	1131	21.4%
Space Separator	849	16.1%
Dash Punctuation	162	3.1%
Uppercase Letter	50	0.9%
Close Punctuation	2	< 0.1%
Open Punctuation	2	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	208	6.8%
동	202	6.6%
금	183	5.9%
천	182	5.9%
서	178	5.8%
별	177	5.7%
산	177	5.7%
특	177	5.7%
울	177	5.7%
구	177	5.7%
Other values (127)	1241	40.3%

Decimal Number

Value	Count	Frequency (%)
1	236	20.9%
0	153	13.5%
2	119	10.5%
5	117	10.3%
3	112	9.9%
4	109	9.6%
6	86	7.6%
9	75	6.6%
7	71	6.3%
8	53	4.7%

Uppercase Letter

Value	Count	Frequency (%)
B	13	26.0%
I	12	24.0%
T	11	22.0%
C	4	8.0%
A	3	6.0%
Y	2	4.0%
H	2	4.0%
G	1	2.0%
S	1	2.0%
J	1	2.0%

Space Separator

Value	Count	Frequency (%)
	849	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	162	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3079	58.4%
Common	2147	40.7%
Latin	50	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	208	6.8%
동	202	6.6%
금	183	5.9%
천	182	5.9%
서	178	5.8%
별	177	5.7%
산	177	5.7%
특	177	5.7%
울	177	5.7%
구	177	5.7%
Other values (127)	1241	40.3%

Common

Value	Count	Frequency (%)
	849	39.5%
1	236	11.0%
-	162	7.5%
0	153	7.1%
2	119	5.5%
5	117	5.4%
3	112	5.2%
4	109	5.1%
6	86	4.0%
9	75	3.5%
Other values (5)	129	6.0%

Latin

Value	Count	Frequency (%)
B	13	26.0%
I	12	24.0%
T	11	22.0%
C	4	8.0%
A	3	6.0%
Y	2	4.0%
H	2	4.0%
G	1	2.0%
S	1	2.0%
J	1	2.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3079	58.4%
ASCII	2197	41.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	849	38.6%
1	236	10.7%
-	162	7.4%
0	153	7.0%
2	119	5.4%
5	117	5.3%
3	112	5.1%
4	109	5.0%
6	86	3.9%
9	75	3.4%
Other values (15)	179	8.1%

Hangul

Value	Count	Frequency (%)
시	208	6.8%
동	202	6.6%
금	183	5.9%
천	182	5.9%
서	178	5.8%
별	177	5.7%
산	177	5.7%
특	177	5.7%
울	177	5.7%
구	177	5.7%
Other values (127)	1241	40.3%

도로명주소
Text

Distinct	171
Distinct (%)	96.6%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	57
Median length	48
Mean length	40.146893
Min length	23

Characters and Unicode

Total characters	7106
Distinct characters	188
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	166 ?
Unique (%)	93.8%

Sample

1st row	서울특별시 금천구 시흥대로 406 (독산동)
2nd row	서울특별시 금천구 시흥대로 237 (시흥동)
3rd row	서울특별시 금천구 시흥대로 356 (독산동)
4th row	서울특별시 금천구 시흥대로26길 3 (시흥동)
5th row	서울특별시 금천구 시흥대로 257, 2층 (시흥동)

Value	Count	Frequency (%)
서울특별시	177	14.1%
금천구	177	14.1%
가산동	98	7.8%
가산디지털1로	41	3.3%
독산동	37	3.0%
가산디지털2로	25	2.0%
시흥대로	24	1.9%
시흥동	19	1.5%
벚꽃로	15	1.2%
디지털로9길	13	1.0%
Other values (355)	625	50.0%

Most occurring characters

Value	Count	Frequency (%)
	1102	15.5%
1	341	4.8%
시	254	3.6%
산	254	3.6%
동	210	3.0%
,	210	3.0%
가	200	2.8%
서	189	2.7%
금	187	2.6%
2	186	2.6%
Other values (178)	3973	55.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4013	56.5%
Decimal Number	1306	18.4%
Space Separator	1102	15.5%
Other Punctuation	210	3.0%
Close Punctuation	180	2.5%
Open Punctuation	180	2.5%
Uppercase Letter	67	0.9%
Dash Punctuation	45	0.6%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	254	6.3%
산	254	6.3%
동	210	5.2%
가	200	5.0%
서	189	4.7%
금	187	4.7%
천	183	4.6%
별	177	4.4%
특	177	4.4%
구	177	4.4%
Other values (147)	2005	50.0%

Uppercase Letter

Value	Count	Frequency (%)
B	14	20.9%
I	13	19.4%
T	13	19.4%
A	6	9.0%
C	4	6.0%
S	3	4.5%
G	2	3.0%
R	2	3.0%
H	2	3.0%
Y	2	3.0%
Other values (5)	6	9.0%

Decimal Number

Value	Count	Frequency (%)
1	341	26.1%
2	186	14.2%
0	176	13.5%
3	137	10.5%
6	91	7.0%
5	80	6.1%
8	79	6.0%
9	79	6.0%
4	77	5.9%
7	60	4.6%

Space Separator

Value	Count	Frequency (%)
	1102	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	210	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	180	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	180	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	45	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4013	56.5%
Common	3026	42.6%
Latin	67	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	254	6.3%
산	254	6.3%
동	210	5.2%
가	200	5.0%
서	189	4.7%
금	187	4.7%
천	183	4.6%
별	177	4.4%
특	177	4.4%
구	177	4.4%
Other values (147)	2005	50.0%

Common

Value	Count	Frequency (%)
	1102	36.4%
1	341	11.3%
,	210	6.9%
2	186	6.1%
)	180	5.9%
(	180	5.9%
0	176	5.8%
3	137	4.5%
6	91	3.0%
5	80	2.6%
Other values (6)	343	11.3%

Latin

Value	Count	Frequency (%)
B	14	20.9%
I	13	19.4%
T	13	19.4%
A	6	9.0%
C	4	6.0%
S	3	4.5%
G	2	3.0%
R	2	3.0%
H	2	3.0%
Y	2	3.0%
Other values (5)	6	9.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4013	56.5%
ASCII	3093	43.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1102	35.6%
1	341	11.0%
,	210	6.8%
2	186	6.0%
)	180	5.8%
(	180	5.8%
0	176	5.7%
3	137	4.4%
6	91	2.9%
5	80	2.6%
Other values (21)	410	13.3%

Hangul

Value	Count	Frequency (%)
시	254	6.3%
산	254	6.3%
동	210	5.2%
가	200	5.0%
서	189	4.7%
금	187	4.7%
천	183	4.6%
별	177	4.4%
특	177	4.4%
구	177	4.4%
Other values (147)	2005	50.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	51
Distinct (%)	37.2%
Missing	40
Missing (%)	22.6%
Infinite	0
Infinite (%)	0.0%
Mean	22304.453

Minimum	8500
Maximum	153813
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	8500
5-th percentile	8503
Q1	8505
median	8512
Q3	8594
95-th percentile	153764.4
Maximum	153813
Range	145313
Interquartile range (IQR)	89

Descriptive statistics

Standard deviation	42668.929
Coefficient of variation (CV)	1.9130229
Kurtosis	5.9001221
Mean	22304.453
Median Absolute Deviation (MAD)	9
Skewness	2.7953741
Sum	3055710
Variance	1.8206375 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8506	14	7.9%
8505	14	7.9%
8504	12	6.8%
8511	9	5.1%
8503	7	4.0%
8510	6	3.4%
8589	4	2.3%
8531	4	2.3%
8639	4	2.3%
8594	4	2.3%
Other values (41)	59	33.3%
(Missing)	40	22.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8500	1	0.6%
8501	1	0.6%
8502	2	1.1%
8503	7	4.0%
8504	12	6.8%
8505	14	7.9%
8506	14	7.9%
8507	2	1.1%
8510	6	3.4%
8511	9	5.1%

Value	Count	Frequency (%)
153813	1	0.6%
153807	1	0.6%
153803	2	1.1%
153802	1	0.6%
153786	2	1.1%
153759	1	0.6%
153715	1	0.6%
153713	1	0.6%
153023	1	0.6%
153013	1	0.6%

사업장명
Text

Distinct	175
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	33
Median length	16
Mean length	8.4011299
Min length	2

Characters and Unicode

Total characters	1487
Distinct characters	276
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	173 ?
Unique (%)	97.7%

Sample

1st row	(주)소양여행사
2nd row	(주)보라여행사
3rd row	(주)와룡공사
4th row	(주)마음과마음여행사
5th row	에스엠여행사

Value	Count	Frequency (%)
주식회사	33	14.4%
tour	6	2.6%
트래포트(주	2	0.9%
고려여행사	2	0.9%
공정여행신나는동행	1	0.4%
주)코리아에프앤티	1	0.4%
mc투어	1	0.4%
주)소양여행사	1	0.4%
팔레트립	1	0.4%
다물코퍼레이션	1	0.4%
Other values (180)	180	78.6%

Most occurring characters

Value	Count	Frequency (%)
주	104	7.0%
(	80	5.4%
)	80	5.4%
사	76	5.1%
	52	3.5%
행	51	3.4%
어	49	3.3%
여	46	3.1%
투	46	3.1%
회	37	2.5%
Other values (266)	866	58.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1156	77.7%
Uppercase Letter	84	5.6%
Open Punctuation	81	5.4%
Close Punctuation	81	5.4%
Space Separator	52	3.5%
Lowercase Letter	25	1.7%
Decimal Number	4	0.3%
Other Punctuation	2	0.1%
Other Symbol	1	0.1%
Dash Punctuation	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	104	9.0%
사	76	6.6%
행	51	4.4%
어	49	4.2%
여	46	4.0%
투	46	4.0%
회	37	3.2%
이	36	3.1%
식	35	3.0%
스	29	2.5%
Other values (226)	647	56.0%

Uppercase Letter

Value	Count	Frequency (%)
T	15	17.9%
R	8	9.5%
A	7	8.3%
S	6	7.1%
O	6	7.1%
N	6	7.1%
I	5	6.0%
U	4	4.8%
M	4	4.8%
L	4	4.8%
Other values (10)	19	22.6%

Lowercase Letter

Value	Count	Frequency (%)
o	8	32.0%
r	4	16.0%
a	3	12.0%
u	3	12.0%
d	2	8.0%
m	2	8.0%
n	1	4.0%
l	1	4.0%
c	1	4.0%

Open Punctuation

Value	Count	Frequency (%)
(	80	98.8%
[	1	1.2%

Close Punctuation

Value	Count	Frequency (%)
)	80	98.8%
]	1	1.2%

Decimal Number

Value	Count	Frequency (%)
9	3	75.0%
2	1	25.0%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	52	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1157	77.8%
Common	221	14.9%
Latin	109	7.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	104	9.0%
사	76	6.6%
행	51	4.4%
어	49	4.2%
여	46	4.0%
투	46	4.0%
회	37	3.2%
이	36	3.1%
식	35	3.0%
스	29	2.5%
Other values (227)	648	56.0%

Latin

Value	Count	Frequency (%)
T	15	13.8%
o	8	7.3%
R	8	7.3%
A	7	6.4%
S	6	5.5%
O	6	5.5%
N	6	5.5%
I	5	4.6%
r	4	3.7%
U	4	3.7%
Other values (19)	40	36.7%

Common

Value	Count	Frequency (%)
(	80	36.2%
)	80	36.2%
	52	23.5%
9	3	1.4%
[	1	0.5%
]	1	0.5%
2	1	0.5%
-	1	0.5%
.	1	0.5%
,	1	0.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1156	77.7%
ASCII	330	22.2%
None	1	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	104	9.0%
사	76	6.6%
행	51	4.4%
어	49	4.2%
여	46	4.0%
투	46	4.0%
회	37	3.2%
이	36	3.1%
식	35	3.0%
스	29	2.5%
Other values (226)	647	56.0%

ASCII

Value	Count	Frequency (%)
(	80	24.2%
)	80	24.2%
	52	15.8%
T	15	4.5%
o	8	2.4%
R	8	2.4%
A	7	2.1%
S	6	1.8%
O	6	1.8%
N	6	1.8%
Other values (29)	62	18.8%

None

Value	Count	Frequency (%)
㈜	1	100.0%

최종수정일자
Date

Distinct	176
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Minimum	2003-02-06 14:38:21
Maximum	2024-03-28 16:22:33

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	100
I	77

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	100	56.5%
I	77	43.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	100	56.5%
i	77	43.5%

데이터갱신일자
Date

Distinct	100
Distinct (%)	56.5%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-02 23:00:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

좌표정보(X)
Real number (ℝ)

Distinct	92
Distinct (%)	52.3%
Missing	1
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	190102.09

Minimum	189016.47
Maximum	192385.23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	189016.47
5-th percentile	189055.14
Q1	189378.33
median	189789.59
Q3	190918.69
95-th percentile	191388.3
Maximum	192385.23
Range	3368.7601
Interquartile range (IQR)	1540.3607

Descriptive statistics

Standard deviation	841.12022
Coefficient of variation (CV)	0.0044245712
Kurtosis	-0.8898279
Mean	190102.09
Median Absolute Deviation (MAD)	586.98644
Skewness	0.58689396
Sum	33457968
Variance	707483.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
189202.600232089	11	6.2%
189055.138252216	10	5.6%
191226.287379467	8	4.5%
189369.53962474	8	4.5%
189748.024164036	6	3.4%
189378.332493727	6	3.4%
189538.020935968	6	3.4%
189700.026948955	4	2.3%
189459.065518928	4	2.3%
189788.849463856	4	2.3%
Other values (82)	109	61.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
189016.465808265	1	0.6%
189055.138252216	10	5.6%
189092.729912585	2	1.1%
189120.986846924	1	0.6%
189174.558570016	1	0.6%
189188.74756733	1	0.6%
189202.600232089	11	6.2%
189282.557380259	2	1.1%
189325.86426015	2	1.1%
189350.592434703	1	0.6%

Value	Count	Frequency (%)
192385.225875306	1	0.6%
192368.43764933	1	0.6%
191911.448935236	1	0.6%
191907.282736278	1	0.6%
191794.387105728	1	0.6%
191622.156646446	1	0.6%
191455.783624599	1	0.6%
191439.728683583	1	0.6%
191391.967280466	1	0.6%
191387.071870962	1	0.6%

좌표정보(Y)
Real number (ℝ)

Distinct	92
Distinct (%)	52.3%
Missing	1
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	441162.68

Minimum	437752.77
Maximum	442636.32
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	437752.77
5-th percentile	438322.09
Q1	440813.7
median	441629.36
Q3	441958.33
95-th percentile	442174.42
Maximum	442636.32
Range	4883.5518
Interquartile range (IQR)	1144.6354

Descriptive statistics

Standard deviation	1184.8683
Coefficient of variation (CV)	0.0026857854
Kurtosis	1.3304548
Mean	441162.68
Median Absolute Deviation (MAD)	388.50604
Skewness	-1.5136438
Sum	77644632
Variance	1403912.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
441848.24299943	11	6.2%
441958.334400683	10	5.6%
437914.06299827	8	4.5%
441629.361414684	8	4.5%
442174.424111843	6	3.4%
442066.99866487	6	3.4%
441982.427934953	6	3.4%
441229.110998601	4	2.3%
441844.960857588	4	2.3%
441731.610478567	4	2.3%
Other values (82)	109	61.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
437752.768322431	1	0.6%
437914.06299827	8	4.5%
438458.097193512	1	0.6%
438690.814038292	1	0.6%
438756.598068106	1	0.6%
438765.406099377	1	0.6%
438835.716467349	1	0.6%
438865.160717275	3	1.7%
439019.034334962	1	0.6%
439079.04005683	1	0.6%

Value	Count	Frequency (%)
442636.320100968	1	0.6%
442493.020182986	1	0.6%
442417.955057116	2	1.1%
442320.784167212	1	0.6%
442309.174987731	1	0.6%
442262.659278232	2	1.1%
442174.424111843	6	3.4%
442143.206055455	1	0.6%
442139.514492212	3	1.7%
442093.648596802	2	1.1%

문화체육업종명
Categorical

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

국내외여행업	110
<NA>	67

Length

Max length	6
Median length	6
Mean length	5.2429379
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국내외여행업	110	62.1%
<NA>	67	37.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내외여행업	110	62.1%
na	67	37.9%

문화사업자구분명
Categorical

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

<NA>	144
관광사업	33

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	144	81.4%
관광사업	33	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	144	81.4%
관광사업	33	18.6%

지역구분명
Text

MISSING

Distinct	7
Distinct (%)	50.0%
Missing	163
Missing (%)	92.1%
Memory size	1.5 KiB

Length

Max length	6
Median length	5.5
Mean length	5.3571429
Min length	4

Characters and Unicode

Total characters	75
Distinct characters	12
Distinct categories	1 ?
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	4 ?
Unique (%)	28.6%

Sample

1st row	준공업지역
2nd row	근린상업지역
3rd row	일반주거지역
4th row	일반주거지역
5th row	준공업지역

Value	Count	Frequency (%)
준공업지역	4	28.6%
근린상업지역	4	28.6%
일반주거지역	2	14.3%
공업지역	1	7.1%
준주거지역	1	7.1%
주거지역	1	7.1%
일반상업지역	1	7.1%

Most occurring characters

Value	Count	Frequency (%)
지	14	18.7%
역	14	18.7%
업	10	13.3%
준	5	6.7%
공	5	6.7%
상	5	6.7%
근	4	5.3%
린	4	5.3%
주	4	5.3%
거	4	5.3%
Other values (2)	6	8.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	75	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
지	14	18.7%
역	14	18.7%
업	10	13.3%
준	5	6.7%
공	5	6.7%
상	5	6.7%
근	4	5.3%
린	4	5.3%
주	4	5.3%
거	4	5.3%
Other values (2)	6	8.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	75	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
지	14	18.7%
역	14	18.7%
업	10	13.3%
준	5	6.7%
공	5	6.7%
상	5	6.7%
근	4	5.3%
린	4	5.3%
주	4	5.3%
거	4	5.3%
Other values (2)	6	8.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	75	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
지	14	18.7%
역	14	18.7%
업	10	13.3%
준	5	6.7%
공	5	6.7%
상	5	6.7%
근	4	5.3%
린	4	5.3%
주	4	5.3%
거	4	5.3%
Other values (2)	6	8.0%

총층수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	33.3%
Missing	156
Missing (%)	88.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.2380952

Minimum	0
Maximum	10
Zeros	8
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	5
Maximum	10
Range	10
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.5279391
Coefficient of variation (CV)	1.1295047
Kurtosis	3.0718706
Mean	2.2380952
Median Absolute Deviation (MAD)	2
Skewness	1.4895266
Sum	47
Variance	6.3904762
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	8	4.5%
2	4	2.3%
4	3	1.7%
3	2	1.1%
5	2	1.1%
1	1	0.6%
10	1	0.6%
(Missing)	156	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	4.5%
1	1	0.6%
2	4	2.3%
3	2	1.1%
4	3	1.7%
5	2	1.1%
10	1	0.6%

Value	Count	Frequency (%)
10	1	0.6%
5	2	1.1%
4	3	1.7%
3	2	1.1%
2	4	2.3%
1	1	0.6%
0	8	4.5%

주변환경명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	165
기타	10
주택가주변	1
아파트지역	1

Length

Max length	5
Median length	4
Mean length	3.8983051
Min length	2

Unique

Unique	2 ?
Unique (%)	1.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	165	93.2%
기타	10	5.6%
주택가주변	1	0.6%
아파트지역	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	165	93.2%
기타	10	5.6%
주택가주변	1	0.6%
아파트지역	1	0.6%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

보험기관명
Categorical

IMBALANCE

Distinct	17
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	113
서울보증보험주식회사	21
서울보증보험	17
한국관광협회중앙회	6
한국관광협회중앙회 여행공제회	5
Other values (12)	15

Length

Max length	19
Median length	4
Mean length	5.9265537
Min length	4

Unique

Unique	10 ?
Unique (%)	5.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	113	63.8%
서울보증보험주식회사	21	11.9%
서울보증보험	17	9.6%
한국관광협회중앙회	6	3.4%
한국관광협회중앙회 여행공제회	5	2.8%
여행공제회	3	1.7%
한국관광협회	2	1.1%
한국보증보험주식회사	1	0.6%
관광공제회(30,000,000)	1	0.6%
관광협회중앙회(30,000,000)	1	0.6%
Other values (7)	7	4.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	113	62.1%
서울보증보험주식회사	21	11.5%
서울보증보험	17	9.3%
한국관광협회중앙회	11	6.0%
여행공제회	8	4.4%
한국관광협회	2	1.1%
한국보증보험주식회사	1	0.5%
관광공제회(30,000,000	1	0.5%
관광협회중앙회(30,000,000	1	0.5%
서울보증보험(3천만원	1	0.5%
Other values (6)	6	3.3%

건물용도명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	156
근린생활시설	17
사무실	3
기타	1

Length

Max length	6
Median length	4
Mean length	4.1638418
Min length	2

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	156	88.1%
근린생활시설	17	9.6%
사무실	3	1.7%
기타	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	156	88.1%
근린생활시설	17	9.6%
사무실	3	1.7%
기타	1	0.6%

지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	27.3%
Missing	155
Missing (%)	87.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.5454545

Minimum	0
Maximum	5
Zeros	8
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.5
Q3	2
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5345939
Coefficient of variation (CV)	0.99297251
Kurtosis	-0.39314646
Mean	1.5454545
Median Absolute Deviation (MAD)	1.5
Skewness	0.68853243
Sum	34
Variance	2.3549784
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	8	4.5%
2	6	3.4%
1	3	1.7%
3	2	1.1%
4	2	1.1%
5	1	0.6%
(Missing)	155	87.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	4.5%
1	3	1.7%
2	6	3.4%
3	2	1.1%
4	2	1.1%
5	1	0.6%

Value	Count	Frequency (%)
5	1	0.6%
4	2	1.1%
3	2	1.1%
2	6	3.4%
1	3	1.7%
0	8	4.5%

지하층수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

<NA>	166
0	8
1	2
2	1

Length

Max length	4
Median length	4
Mean length	3.8135593
Min length	1

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	166	93.8%
0	8	4.5%
1	2	1.1%
2	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	166	93.8%
0	8	4.5%
1	2	1.1%
2	1	0.6%

객실수
Categorical

IMBALANCE

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

<NA>	170
0	7

Length

Max length	4
Median length	4
Mean length	3.8813559
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	170	96.0%
0	7	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	170	96.0%
0	7	4.0%

건축연면적
Categorical

IMBALANCE

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

<NA>	170
0	7

Length

Max length	4
Median length	4
Mean length	3.8813559
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	170	96.0%
0	7	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	170	96.0%
0	7	4.0%

영문상호명
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	175
Missing (%)	98.9%
Memory size	1.5 KiB

Length

Max length	16
Median length	14
Mean length	14
Min length	12

Characters and Unicode

Total characters	28
Distinct characters	22
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	2 ?
Unique (%)	100.0%

Sample

1st row	D.K.H Travel
2nd row	Bisnau Co., Ltd.

Value	Count	Frequency (%)
d.k.h	1	20.0%
travel	1	20.0%
bisnau	1	20.0%
co	1	20.0%
ltd	1	20.0%

Most occurring characters

Value	Count	Frequency (%)
.	4	14.3%
	3	10.7%
a	2	7.1%
D	1	3.6%
s	1	3.6%
t	1	3.6%
L	1	3.6%
,	1	3.6%
o	1	3.6%
C	1	3.6%
Other values (12)	12	42.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13	46.4%
Uppercase Letter	7	25.0%
Other Punctuation	5	17.9%
Space Separator	3	10.7%

Most frequent character per category

Lowercase Letter

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

Uppercase Letter

Value	Count	Frequency (%)
D	1	14.3%
L	1	14.3%
C	1	14.3%
B	1	14.3%
T	1	14.3%
H	1	14.3%
K	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
.	4	80.0%
,	1	20.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	20	71.4%
Common	8	28.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	2	10.0%
D	1	5.0%
s	1	5.0%
t	1	5.0%
L	1	5.0%
o	1	5.0%
C	1	5.0%
u	1	5.0%
n	1	5.0%
B	1	5.0%
Other values (9)	9	45.0%

Common

Value	Count	Frequency (%)
.	4	50.0%
	3	37.5%
,	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	4	14.3%
	3	10.7%
a	2	7.1%
D	1	3.6%
s	1	3.6%
t	1	3.6%
L	1	3.6%
,	1	3.6%
o	1	3.6%
C	1	3.6%
Other values (12)	12	42.9%

영문상호주소
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	175
Missing (%)	98.9%
Memory size	1.5 KiB

Length

Max length	24
Median length	24
Mean length	24
Min length	24

Characters and Unicode

Total characters	48
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	2 ?
Unique (%)	100.0%

Sample

1st row	Overseas Travel Business
2nd row	OVERSEAS TRAVEL BUSINESS

Value	Count	Frequency (%)
overseas	2	33.3%
travel	2	33.3%
business	2	33.3%

Most occurring characters

Value	Count	Frequency (%)
S	5	10.4%
s	5	10.4%
e	4	8.3%
E	4	8.3%
	4	8.3%
B	2	4.2%
R	2	4.2%
V	2	4.2%
v	2	4.2%
O	2	4.2%
Other values (12)	16	33.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	25	52.1%
Lowercase Letter	19	39.6%
Space Separator	4	8.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	5	20.0%
E	4	16.0%
B	2	8.0%
R	2	8.0%
V	2	8.0%
O	2	8.0%
A	2	8.0%
T	2	8.0%
U	1	4.0%
L	1	4.0%
Other values (2)	2	8.0%

Lowercase Letter

Value	Count	Frequency (%)
s	5	26.3%
e	4	21.1%
v	2	10.5%
a	2	10.5%
r	2	10.5%
i	1	5.3%
n	1	5.3%
u	1	5.3%
l	1	5.3%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	44	91.7%
Common	4	8.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	5	11.4%
s	5	11.4%
e	4	9.1%
E	4	9.1%
B	2	4.5%
R	2	4.5%
V	2	4.5%
v	2	4.5%
O	2	4.5%
A	2	4.5%
Other values (11)	14	31.8%

Common

Value	Count	Frequency (%)
	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	5	10.4%
s	5	10.4%
e	4	8.3%
E	4	8.3%
	4	8.3%
B	2	4.2%
R	2	4.2%
V	2	4.2%
v	2	4.2%
O	2	4.2%
Other values (12)	16	33.3%

선박총톤수
Categorical

IMBALANCE

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

<NA>	170
0	7

Length

Max length	4
Median length	4
Mean length	3.8813559
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	170	96.0%
0	7	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	170	96.0%
0	7	4.0%

선박척수
Categorical

IMBALANCE

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

<NA>	170
0	7

Length

Max length	4
Median length	4
Mean length	3.8813559
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	170	96.0%
0	7	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	170	96.0%
0	7	4.0%

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

무대면적
Categorical

IMBALANCE

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

<NA>	170
0	7

Length

Max length	4
Median length	4
Mean length	3.8813559
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	170	96.0%
0	7	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	170	96.0%
0	7	4.0%

좌석수
Categorical

IMBALANCE

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

<NA>	170
0	7

Length

Max length	4
Median length	4
Mean length	3.8813559
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	170	96.0%
0	7	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	170	96.0%
0	7	4.0%

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

회의실별동시수용인원
Categorical

IMBALANCE

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

<NA>	170
0	7

Length

Max length	4
Median length	4
Mean length	3.8813559
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	170	96.0%
0	7	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	170	96.0%
0	7	4.0%

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	31
Distinct (%)	67.4%
Missing	131
Missing (%)	74.0%
Infinite	0
Infinite (%)	0.0%
Mean	280.64304

Minimum	0
Maximum	11088
Zeros	7
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	18.295
Q3	52.8
95-th percentile	186.905
Maximum	11088
Range	11088
Interquartile range (IQR)	48.8

Descriptive statistics

Standard deviation	1629.8243
Coefficient of variation (CV)	5.8074638
Kurtosis	45.884733
Mean	280.64304
Median Absolute Deviation (MAD)	14.85
Skewness	6.7699517
Sum	12909.58
Variance	2656327.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0.0	7	4.0%
4.0	6	3.4%
15.0	3	1.7%
52.8	2	1.1%
30.0	2	1.1%
46.84	1	0.6%
69.42	1	0.6%
16.5	1	0.6%
110.88	1	0.6%
11088.0	1	0.6%
Other values (21)	21	11.9%
(Missing)	131	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7	4.0%
3.3	1	0.6%
4.0	6	3.4%
8.0	1	0.6%
10.0	1	0.6%
13.2	1	0.6%
15.0	3	1.7%
15.4	1	0.6%
15.43	1	0.6%
16.5	1	0.6%

Value	Count	Frequency (%)
11088.0	1	0.6%
269.68	1	0.6%
205.16	1	0.6%
132.14	1	0.6%
116.0	1	0.6%
112.79	1	0.6%
110.88	1	0.6%
99.89	1	0.6%
82.13	1	0.6%
69.42	1	0.6%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

놀이시설수
Categorical

IMBALANCE

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

<NA>	170
0	7

Length

Max length	4
Median length	4
Mean length	3.8813559
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	170	96.0%
0	7	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	170	96.0%
0	7	4.0%

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

기획여행보험시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

기획여행보험종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

자본금
Real number (ℝ)

MISSING ZEROS

Distinct	29
Distinct (%)	33.7%
Missing	91
Missing (%)	51.4%
Infinite	0
Infinite (%)	0.0%
Mean	4.1029549 × 10⁸

Minimum	0
Maximum	2.85 × 10¹⁰
Zeros	2
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	30000000
Q1	60000000
median	60341011
Q3	1 × 10⁸
95-th percentile	1.7284727 × 10⁸
Maximum	2.85 × 10¹⁰
Range	2.85 × 10¹⁰
Interquartile range (IQR)	40000000

Descriptive statistics

Standard deviation	3.0650003 × 10⁹
Coefficient of variation (CV)	7.4702267
Kurtosis	85.956486
Mean	4.1029549 × 10⁸
Median Absolute Deviation (MAD)	30341011
Skewness	9.2701459
Sum	3.5285412 × 10¹⁰
Variance	9.3942269 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
60000000	24	13.6%
100000000	17	9.6%
30000000	11	6.2%
150000000	6	3.4%
90000000	2	1.1%
0	2	1.1%
110000000	2	1.1%
61045016	1	0.6%
132999434	1	0.6%
91227997	1	0.6%
Other values (19)	19	10.7%
(Missing)	91	51.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.1%
30000000	11	6.2%
30630916	1	0.6%
31000000	1	0.6%
33025756	1	0.6%
42000000	1	0.6%
46463572	1	0.6%
50000000	1	0.6%
60000000	24	13.6%
60682022	1	0.6%

Value	Count	Frequency (%)
28500000000	1	0.6%
290000000	1	0.6%
230000000	1	0.6%
200000000	1	0.6%
180463024	1	0.6%
150000000	6	3.4%
132999434	1	0.6%
110000000	2	1.1%
100420000	1	0.6%
100000000	17	9.6%

보험시작일자
Real number (ℝ)

MISSING

Distinct	69
Distinct (%)	100.0%
Missing	108
Missing (%)	61.0%
Infinite	0
Infinite (%)	0.0%
Mean	20152301

Minimum	20021202
Maximum	20220303
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	20021202
5-th percentile	20042763
Q1	20141015
median	20160719
Q3	20190319
95-th percentile	20210779
Maximum	20220303
Range	199101
Interquartile range (IQR)	49304

Descriptive statistics

Standard deviation	50575.802
Coefficient of variation (CV)	0.0025096788
Kurtosis	0.37344043
Mean	20152301
Median Absolute Deviation (MAD)	20495
Skewness	-1.0225211
Sum	1.3905087 × 10⁹
Variance	2.5579118 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20161015	1	0.6%
20170612	1	0.6%
20180427	1	0.6%
20170821	1	0.6%
20220207	1	0.6%
20191212	1	0.6%
20140722	1	0.6%
20180119	1	0.6%
20190320	1	0.6%
20180101	1	0.6%
Other values (59)	59	33.3%
(Missing)	108	61.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021202	1	0.6%
20030410	1	0.6%
20030731	1	0.6%
20030918	1	0.6%
20060530	1	0.6%
20060710	1	0.6%
20070625	1	0.6%
20070914	1	0.6%
20080926	1	0.6%
20081007	1	0.6%

Value	Count	Frequency (%)
20220303	1	0.6%
20220207	1	0.6%
20211110	1	0.6%
20210819	1	0.6%
20210720	1	0.6%
20210622	1	0.6%
20210617	1	0.6%
20210607	1	0.6%
20210305	1	0.6%
20200428	1	0.6%

보험종료일자
Real number (ℝ)

MISSING

Distinct	69
Distinct (%)	100.0%
Missing	108
Missing (%)	61.0%
Infinite	0
Infinite (%)	0.0%
Mean	20162460

Minimum	20031202
Maximum	20230302
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	20031202
5-th percentile	20052763
Q1	20151014
median	20170718
Q3	20200318
95-th percentile	20220778
Maximum	20230302
Range	199100
Interquartile range (IQR)	49304

Descriptive statistics

Standard deviation	50267.322
Coefficient of variation (CV)	0.0024931146
Kurtosis	0.40553773
Mean	20162460
Median Absolute Deviation (MAD)	20495
Skewness	-1.0256029
Sum	1.3912097 × 10⁹
Variance	2.5268037 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20171014	1	0.6%
20180611	1	0.6%
20190426	1	0.6%
20180820	1	0.6%
20230206	1	0.6%
20201212	1	0.6%
20150721	1	0.6%
20190118	1	0.6%
20200319	1	0.6%
20181231	1	0.6%
Other values (59)	59	33.3%
(Missing)	108	61.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20031202	1	0.6%
20040410	1	0.6%
20040831	1	0.6%
20040918	1	0.6%
20070530	1	0.6%
20080625	1	0.6%
20080710	1	0.6%
20080913	1	0.6%
20090926	1	0.6%
20091008	1	0.6%

Value	Count	Frequency (%)
20230302	1	0.6%
20230206	1	0.6%
20221109	1	0.6%
20220818	1	0.6%
20220719	1	0.6%
20220621	1	0.6%
20220616	1	0.6%
20220607	1	0.6%
20220305	1	0.6%
20210428	1	0.6%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	177
Missing (%)	100.0%
Memory size	1.7 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	29
Distinct (%)	63.0%
Missing	131
Missing (%)	74.0%
Infinite	0
Infinite (%)	0.0%
Mean	280.63043

Minimum	0
Maximum	11088
Zeros	7
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	18.5
Q3	53
95-th percentile	186.75
Maximum	11088
Range	11088
Interquartile range (IQR)	49

Descriptive statistics

Standard deviation	1629.8273
Coefficient of variation (CV)	5.8077355
Kurtosis	45.884597
Mean	280.63043
Median Absolute Deviation (MAD)	15
Skewness	6.7699373
Sum	12909
Variance	2656337.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	7	4.0%
4	6	3.4%
15	5	2.8%
53	2	1.1%
30	2	1.1%
23	1	0.6%
3	1	0.6%
20	1	0.6%
82	1	0.6%
8	1	0.6%
Other values (19)	19	10.7%
(Missing)	131	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	4.0%
3	1	0.6%
4	6	3.4%
8	1	0.6%
10	1	0.6%
13	1	0.6%
15	5	2.8%
17	1	0.6%
20	1	0.6%
22	1	0.6%

Value	Count	Frequency (%)
11088	1	0.6%
270	1	0.6%
205	1	0.6%
132	1	0.6%
116	1	0.6%
113	1	0.6%
111	1	0.6%
100	1	0.6%
82	1	0.6%
69	1	0.6%

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)	문화체육업종명	문화사업자구분명	지역구분명	총층수	주변환경명	제작취급품목내용	보험기관명	건물용도명	지상층수	지하층수	객실수	건축연면적	영문상호명	영문상호주소	선박총톤수	선박척수	선박제원	무대면적	좌석수	기념품종류	회의실별동시수용인원	시설면적	놀이기구수내역	놀이시설수	방송시설유무	발전시설유무	의무실유무	안내소유무	기획여행보험시작일자	기획여행보험종료일자	자본금	보험시작일자	보험종료일자	부대시설내역	시설규모
0	3170000	CDFI2260021991000001	1991-09-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	867-5599	<NA>	153-811	서울특별시 금천구 독산동 286-13	서울특별시 금천구 시흥대로 406 (독산동)	<NA>	(주)소양여행사	2023-06-27 10:23:34	U	2022-12-05 22:09:00.0	<NA>	190957.773712	440837.971496	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3170000	CDFI2260021992000001	19921123	<NA>	3	폐업	3	폐업	20000303	<NA>	<NA>	<NA>	<NA>	<NA>	153864	서울특별시 금천구 시흥동 999-42번지	서울특별시 금천구 시흥대로 237 (시흥동)	<NA>	(주)보라여행사	2003-02-06 14:38:21	I	2018-08-31 23:59:59.0	<NA>	191090.156646	439210.504325	국내외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0
2	3170000	CDFI2260021997000001	19970312	<NA>	3	폐업	3	폐업	20000111	<NA>	<NA>	<NA>	<NA>	<NA>	153830	서울특별시 금천구 독산동 1031-18번지	서울특별시 금천구 시흥대로 356 (독산동)	<NA>	(주)와룡공사	2003-02-06 14:38:21	I	2018-08-31 23:59:59.0	<NA>	190905.66632	440347.635712	국내외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0
3	3170000	CDFI2260021997000002	19970906	<NA>	3	폐업	3	폐업	19990325	<NA>	<NA>	<NA>	<NA>	<NA>	153861	서울특별시 금천구 시흥동 954-13번지	서울특별시 금천구 시흥대로26길 3 (시흥동)	<NA>	(주)마음과마음여행사	2003-02-06 15:08:16	I	2018-08-31 23:59:59.0	<NA>	191439.728684	437752.768322	국내외여행업	관광사업	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0
4	3170000	CDFI2260022000000001	20000229	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-803-8282	<NA>	<NA>	서울특별시 금천구 시흥동 999	서울특별시 금천구 시흥대로 257, 2층 (시흥동)	8614	에스엠여행사	2021-12-22 17:49:49	U	2021-12-24 02:40:00.0	<NA>	191034.246327	439391.009326	국내외여행업	관광사업	<NA>	0	<NA>	<NA>	서울시관광협회	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	20210617	20220616	<NA>	0
5	3170000	CDFI2260022001000002	20010123	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	2606-9059	<NA>	153814	서울특별시 금천구 독산동 333-2번지 삼양솔리브오피스텔 822호	서울특별시 금천구 두산로 28, 822호 (독산동,삼양솔리브오피스텔)	<NA>	(주)한인투어	2007-12-11 16:37:48	I	2018-08-31 23:59:59.0	<NA>	190279.864467	440880.176751	국내외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3170000	CDFI2260022002000001	20020402	<NA>	3	폐업	3	폐업	20180419	<NA>	<NA>	<NA>	808-8300	<NA>	153863	서울특별시 금천구 시흥동 984번지 유통상가A지원동 214호	서울특별시 금천구 시흥대로 97, 214호 (시흥동,유통상가A지원동)	<NA>	싱싱투어(주)	2018-04-19 10:48:49	I	2018-08-31 23:59:59.0	<NA>	191226.287379	437914.062998	국내외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20081007	20091008	<NA>	<NA>
7	3170000	CDFI2260022002000002	20021202	<NA>	3	폐업	3	폐업	20060915	<NA>	<NA>	<NA>	<NA>	<NA>	153755	서울특별시 금천구 시흥동 984번지 유통상가 31동 345호	서울특별시 금천구 시흥대로 97, 31동 345호 (시흥동,유통상가)	<NA>	알고가자프랑스	2006-09-18 10:32:48	I	2018-08-31 23:59:59.0	<NA>	191226.287379	437914.062998	국내외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20021202	20031202	<NA>	<NA>
8	3170000	CDFI2260022003000001	20030707	<NA>	4	취소/말소/만료/정지/중지	30	허가취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	153809	서울특별시 금천구 독산동 200-10번지 건설빌딩301	서울특별시 금천구 가산로 33 (독산동,건설빌딩301)	<NA>	대국항공투어합자회사	2007-11-01 15:22:44	I	2018-08-31 23:59:59.0	<NA>	191013.682027	441003.614308	국내외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20030731	20040831	<NA>	<NA>
9	3170000	CDFI2260022003000002	20030410	<NA>	3	폐업	3	폐업	20061027	<NA>	<NA>	<NA>	<NA>	<NA>	153809	서울특별시 금천구 독산동 200-10번지 건설빌딩 301호	서울특별시 금천구 가산로 33, 301호 (독산동,건설빌딩)	<NA>	(주)대보블루투어	2006-10-27 11:42:54	I	2018-08-31 23:59:59.0	<NA>	191013.682027	441003.614308	국내외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20030410	20040410	<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)	문화체육업종명	문화사업자구분명	지역구분명	총층수	주변환경명	제작취급품목내용	보험기관명	건물용도명	지상층수	지하층수	객실수	건축연면적	영문상호명	영문상호주소	선박총톤수	선박척수	선박제원	무대면적	좌석수	기념품종류	회의실별동시수용인원	시설면적	놀이기구수내역	놀이시설수	방송시설유무	발전시설유무	의무실유무	안내소유무	기획여행보험시작일자	기획여행보험종료일자	자본금	보험시작일자	보험종료일자	부대시설내역	시설규모
167	3170000	CDFI2260022023000010	2023-08-30	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 시흥동 984 시흥유통상가	서울특별시 금천구 시흥대로 97, 시흥유통상가 30동 345호 (시흥동)	8639	㈜올레디	2023-09-14 18:05:15	U	2022-12-08 23:06:00.0	<NA>	191226.287379	437914.062998	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
168	3170000	CDFI2260022023000011	2023-09-07	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 가산동 371-59 신한이노플렉스	서울특별시 금천구 가산디지털1로 149, 신한이노플렉스 305A-12호 (가산동)	8506	파리콜밴(파리준)	2023-09-14 14:33:45	U	2022-12-08 23:06:00.0	<NA>	189459.065519	441844.960858	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
169	3170000	CDFI2260022023000012	2023-09-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 가산동 670 대륭테크노타운17차	서울특별시 금천구 가산디지털1로 25, 대륭테크노타운17차 1806~1809호 (가산동)	8594	리퓨어헬스케어 주식회사	2023-09-08 13:11:39	I	2022-12-08 23:00:00.0	<NA>	189863.599517	440684.494001	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
170	3170000	CDFI2260022023000013	2023-10-24	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 시흥동 266-2875 사회적경제 허브센터	서울특별시 금천구 탑골로8길 23, 사회적경제 허브센터 4층 402호 (시흥동)	8656	사회적협동조합 공정여행신나는동행	2023-11-06 10:33:44	U	2022-11-01 00:08:00.0	<NA>	192385.225875	438756.598068	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
171	3170000	CDFI2260022023000014	2013-07-10	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 가산동 60-14	서울특별시 금천구 벚꽃로36길 30, 가산 KS TOWER 1510호 (가산동)	8511	(주)페후여행사	2023-12-14 13:07:22	I	2022-11-01 23:06:00.0	<NA>	189767.41675	442063.859932	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
172	3170000	CDFI2260022024000001	2015-11-17	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 시흥동 869-26	서울특별시 금천구 시흥대로76길 11, 1층 (시흥동)	8624	고려여행사	2024-01-09 12:06:03	I	2023-11-30 23:01:00.0	<NA>	191101.813004	439569.84338	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
173	3170000	CDFI2260022024000002	2024-01-29	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 가산동 691 대륭테크노타운 20차	서울특별시 금천구 가산디지털1로 5, 대륭테크노타운 20차 20층 2026-4호 (가산동)	8594	에어라인카페	2024-01-31 08:55:49	U	2023-12-02 00:02:00.0	<NA>	189920.528611	440521.855249	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
174	3170000	CDFI2260022024000003	2024-02-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 독산동 1150 금천 롯데캐슬 골드파크 2차	서울특별시 금천구 벚꽃로 30, 205동 142호 (독산동, 금천 롯데캐슬 골드파크 2차)	8608	본 투어(Born Tour)	2024-02-27 13:36:31	U	2023-12-01 22:09:00.0	<NA>	190567.418316	439569.401459	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
175	3170000	CDFI2260022024000004	2017-01-17	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 가산동 371-59 신한이노플렉스	서울특별시 금천구 가산디지털1로 149, 신한이노플렉스 3층 303-10호 (가산동)	8506	데이다	2024-03-28 16:22:33	U	2023-12-02 21:00:00.0	<NA>	189459.065519	441844.960858	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
176	3170000	CDFI2260022024000005	2010-02-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 독산동 291-7 홈플러스 금천점	서울특별시 금천구 시흥대로 391, 홈플러스 금천점 (독산동)	8584	(주)빛나투어	2024-03-21 17:28:19	I	2023-12-02 22:03:00.0	<NA>	190809.50784	440728.382273	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<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

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

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

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Space Separator

Other Punctuation

Close Punctuation