gimi9 Pandas Profiling

Dataset statistics

Number of variables	60
Number of observations	231
Missing cells	5228
Missing cells (%)	37.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	116.8 KiB
Average record size in memory	517.6 B

Variable types

Categorical	24
Text	8
DateTime	4
Unsupported	14
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	서대문구
URL	https://data.seoul.go.kr/dataList/OA-17589/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`인허가취소일자` is highly imbalanced (92.2%)	Imbalance
`지역구분명` is highly imbalanced (80.8%)	Imbalance
`주변환경명` is highly imbalanced (79.2%)	Imbalance
`건물용도명` is highly imbalanced (69.0%)	Imbalance
`기획여행보험시작일자` is highly imbalanced (96.0%)	Imbalance
`기획여행보험종료일자` is highly imbalanced (96.0%)	Imbalance
`폐업일자` has 91 (39.4%) missing values	Missing
`휴업시작일자` has 231 (100.0%) missing values	Missing
`휴업종료일자` has 231 (100.0%) missing values	Missing
`재개업일자` has 231 (100.0%) missing values	Missing
`전화번호` has 101 (43.7%) missing values	Missing
`소재지면적` has 231 (100.0%) missing values	Missing
`도로명주소` has 5 (2.2%) missing values	Missing
`도로명우편번호` has 71 (30.7%) missing values	Missing
`업태구분명` has 231 (100.0%) missing values	Missing
`좌표정보(X)` has 4 (1.7%) missing values	Missing
`좌표정보(Y)` has 4 (1.7%) missing values	Missing
`총층수` has 180 (77.9%) missing values	Missing
`제작취급품목내용` has 231 (100.0%) missing values	Missing
`지상층수` has 179 (77.5%) missing values	Missing
`지하층수` has 182 (78.8%) missing values	Missing
`영문상호명` has 229 (99.1%) missing values	Missing
`영문상호주소` has 229 (99.1%) missing values	Missing
`선박제원` has 231 (100.0%) missing values	Missing
`기념품종류` has 231 (100.0%) missing values	Missing
`시설면적` has 171 (74.0%) missing values	Missing
`놀이기구수내역` has 231 (100.0%) missing values	Missing
`방송시설유무` has 231 (100.0%) missing values	Missing
`발전시설유무` has 231 (100.0%) missing values	Missing
`의무실유무` has 231 (100.0%) missing values	Missing
`안내소유무` has 231 (100.0%) missing values	Missing
`자본금` has 125 (54.1%) missing values	Missing
`보험시작일자` has 126 (54.5%) missing values	Missing
`보험종료일자` has 126 (54.5%) missing values	Missing
`부대시설내역` has 231 (100.0%) missing values	Missing
`시설규모` has 171 (74.0%) missing values	Missing
`관리번호` has unique values	Unique
`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
`부대시설내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총층수` has 33 (14.3%) zeros	Zeros
`지상층수` has 33 (14.3%) zeros	Zeros
`지하층수` has 33 (14.3%) zeros	Zeros
`시설면적` has 30 (13.0%) zeros	Zeros
`자본금` has 7 (3.0%) zeros	Zeros
`시설규모` has 30 (13.0%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:13:27.839033
Analysis finished	2024-05-11 06:13:31.542653
Duration	3.7 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

3120000	231

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3120000
2nd row	3120000
3rd row	3120000
4th row	3120000
5th row	3120000

Common Values

Value	Count	Frequency (%)
3120000	231	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3120000	231	100.0%

관리번호
Text

UNIQUE

Distinct	231
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

Length

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

Characters and Unicode

Total characters	4620
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	231 ?
Unique (%)	100.0%

Sample

1st row	CDFI2260021996000001
2nd row	CDFI2260021996000003
3rd row	CDFI2260021997000001
4th row	CDFI2260021998000001
5th row	CDFI2260021999000002

Value	Count	Frequency (%)
cdfi2260021996000001	1	0.4%
cdfi2260022020000013	1	0.4%
cdfi2260022017000015	1	0.4%
cdfi2260022017000016	1	0.4%
cdfi2260022017000017	1	0.4%
cdfi2260022018000001	1	0.4%
cdfi2260022018000003	1	0.4%
cdfi2260022018000004	1	0.4%
cdfi2260022018000005	1	0.4%
cdfi2260022018000006	1	0.4%
Other values (221)	221	95.7%

Most occurring characters

Value	Count	Frequency (%)
0	1840	39.8%
2	1057	22.9%
6	269	5.8%
1	248	5.4%
C	231	5.0%
D	231	5.0%
F	231	5.0%
I	231	5.0%
3	70	1.5%
9	54	1.2%
Other values (4)	158	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3696	80.0%
Uppercase Letter	924	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1840	49.8%
2	1057	28.6%
6	269	7.3%
1	248	6.7%
3	70	1.9%
9	54	1.5%
4	48	1.3%
8	40	1.1%
7	37	1.0%
5	33	0.9%

Uppercase Letter

Value	Count	Frequency (%)
C	231	25.0%
D	231	25.0%
F	231	25.0%
I	231	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3696	80.0%
Latin	924	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1840	49.8%
2	1057	28.6%
6	269	7.3%
1	248	6.7%
3	70	1.9%
9	54	1.5%
4	48	1.3%
8	40	1.1%
7	37	1.0%
5	33	0.9%

Latin

Value	Count	Frequency (%)
C	231	25.0%
D	231	25.0%
F	231	25.0%
I	231	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1840	39.8%
2	1057	22.9%
6	269	5.8%
1	248	5.4%
C	231	5.0%
D	231	5.0%
F	231	5.0%
I	231	5.0%
3	70	1.5%
9	54	1.2%
Other values (4)	158	3.4%

인허가일자
Date

Distinct	227
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

Minimum	1995-09-12 00:00:00
Maximum	2024-02-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	226
20100426	1
20091111	1
20100705	1
20111128	1

Length

Max length	8
Median length	4
Mean length	4.0865801
Min length	4

Unique

Unique	5 ?
Unique (%)	2.2%

Sample

1st row	<NA>
2nd row	20100426
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	226	97.8%
20100426	1	0.4%
20091111	1	0.4%
20100705	1	0.4%
20111128	1	0.4%
20140811	1	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	226	97.8%
20100426	1	0.4%
20091111	1	0.4%
20100705	1	0.4%
20111128	1	0.4%
20140811	1	0.4%

영업상태코드
Categorical

Distinct	4
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

3	93
1	85
4	40
5	13

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	93	40.3%
1	85	36.8%
4	40	17.3%
5	13	5.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	93	40.3%
1	85	36.8%
4	40	17.3%
5	13	5.6%

영업상태명
Categorical

Distinct	4
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

폐업	93
영업/정상	85
취소/말소/만료/정지/중지	40
제외/삭제/전출	13

Length

Max length	14
Median length	8
Mean length	5.5194805
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	폐업
2nd row	취소/말소/만료/정지/중지
3rd row	영업/정상
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	93	40.3%
영업/정상	85	36.8%
취소/말소/만료/정지/중지	40	17.3%
제외/삭제/전출	13	5.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	93	40.3%
영업/정상	85	36.8%
취소/말소/만료/정지/중지	40	17.3%
제외/삭제/전출	13	5.6%

상세영업상태코드
Categorical

Distinct	6
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

03	93
13	84
35	35
15	13
31	5

Length

Max length	4
Median length	2
Mean length	2.008658
Min length	2

Unique

Unique	1 ?
Unique (%)	0.4%

Sample

1st row	03
2nd row	31
3rd row	13
4th row	03
5th row	03

Common Values

Value	Count	Frequency (%)
03	93	40.3%
13	84	36.4%
35	35	15.2%
15	13	5.6%
31	5	2.2%
BBBB	1	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03	93	40.3%
13	84	36.4%
35	35	15.2%
15	13	5.6%
31	5	2.2%
bbbb	1	0.4%

상세영업상태명
Categorical

Distinct	6
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

폐업	93
영업중	84
직권말소	35
전출	13
등록취소	5

Length

Max length	4
Median length	3
Mean length	2.7186147
Min length	2

Unique

Unique	1 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	93	40.3%
영업중	84	36.4%
직권말소	35	15.2%
전출	13	5.6%
등록취소	5	2.2%
<NA>	1	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	93	40.3%
영업중	84	36.4%
직권말소	35	15.2%
전출	13	5.6%
등록취소	5	2.2%
na	1	0.4%

폐업일자
Date

MISSING

Distinct	102
Distinct (%)	72.9%
Missing	91
Missing (%)	39.4%
Memory size	1.9 KiB

Minimum	1999-02-25 00:00:00
Maximum	2024-04-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

전화번호
Text

MISSING

Distinct	130
Distinct (%)	100.0%
Missing	101
Missing (%)	43.7%
Memory size	1.9 KiB

Length

Max length	16
Median length	13
Mean length	9.7076923
Min length	7

Characters and Unicode

Total characters	1262
Distinct characters	15
Distinct categories	5 ?
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	130 ?
Unique (%)	100.0%

Sample

1st row	392-1984
2nd row	313-3103
3rd row	3147-0584
4th row	313-7226
5th row	393-0071

Value	Count	Frequency (%)
777-9131	1	0.8%
6748-3651	1	0.8%
7360712	1	0.8%
02-452-9595	1	0.8%
02-730-9355	1	0.8%
02-304-1232	1	0.8%
4327800	1	0.8%
02-546-3316	1	0.8%
3640903	1	0.8%
02	1	0.8%
Other values (121)	121	92.4%

Most occurring characters

Value	Count	Frequency (%)
0	184	14.6%
3	158	12.5%
2	157	12.4%
7	138	10.9%
-	138	10.9%
1	115	9.1%
5	87	6.9%
4	74	5.9%
6	74	5.9%
8	73	5.8%
Other values (5)	64	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1118	88.6%
Dash Punctuation	138	10.9%
Other Punctuation	3	0.2%
Math Symbol	2	0.2%
Space Separator	1	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	184	16.5%
3	158	14.1%
2	157	14.0%
7	138	12.3%
1	115	10.3%
5	87	7.8%
4	74	6.6%
6	74	6.6%
8	73	6.5%
9	58	5.2%

Other Punctuation

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

Dash Punctuation

Value	Count	Frequency (%)
-	138	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1262	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	184	14.6%
3	158	12.5%
2	157	12.4%
7	138	10.9%
-	138	10.9%
1	115	9.1%
5	87	6.9%
4	74	5.9%
6	74	5.9%
8	73	5.8%
Other values (5)	64	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1262	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	184	14.6%
3	158	12.5%
2	157	12.4%
7	138	10.9%
-	138	10.9%
1	115	9.1%
5	87	6.9%
4	74	5.9%
6	74	5.9%
8	73	5.8%
Other values (5)	64	5.1%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

소재지우편번호
Categorical

Distinct	50
Distinct (%)	21.6%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	113
120030	17
120012	13
120013	6
120833	5
Other values (45)	77

Length

Max length	7
Median length	6
Mean length	5.0909091
Min length	4

Unique

Unique	29 ?
Unique (%)	12.6%

Sample

1st row	120070
2nd row	120012
3rd row	120-722
4th row	120834
5th row	120822

Common Values

Value	Count	Frequency (%)
<NA>	113	48.9%
120030	17	7.4%
120012	13	5.6%
120013	6	2.6%
120833	5	2.2%
120809	5	2.2%
120-012	5	2.2%
120722	4	1.7%
120-013	4	1.7%
120110	4	1.7%
Other values (40)	55	23.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	113	48.9%
120030	17	7.4%
120012	13	5.6%
120013	6	2.6%
120833	5	2.2%
120809	5	2.2%
120-012	5	2.2%
120110	4	1.7%
120-013	4	1.7%
120722	4	1.7%
Other values (40)	55	23.8%

지번주소
Text

Distinct	202
Distinct (%)	87.4%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

Length

Max length	47
Median length	38
Mean length	27.922078
Min length	17

Characters and Unicode

Total characters	6450
Distinct characters	177
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	186 ?
Unique (%)	80.5%

Sample

1st row	서울특별시 서대문구 영천동 277-1번지
2nd row	서울특별시 서대문구 충정로2가 191번지 골든타워 1405호
3rd row	서울특별시 서대문구 충정로2가 191 골든타워빌딩 1203호
4th row	서울특별시 서대문구 창천동 33-18번지
5th row	서울특별시 서대문구 북아현동 251-39번지 3층

Value	Count	Frequency (%)
서울특별시	231	18.9%
서대문구	230	18.8%
충정로2가	42	3.4%
합동	36	2.9%
창천동	35	2.9%
충정로3가	23	1.9%
연희동	20	1.6%
191	18	1.5%
골든타워빌딩	16	1.3%
홍은동	15	1.2%
Other values (310)	556	45.5%

Most occurring characters

Value	Count	Frequency (%)
	1070	16.6%
서	463	7.2%
1	335	5.2%
대	268	4.2%
시	244	3.8%
문	232	3.6%
구	232	3.6%
특	231	3.6%
별	231	3.6%
울	231	3.6%
Other values (167)	2913	45.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3924	60.8%
Decimal Number	1283	19.9%
Space Separator	1070	16.6%
Dash Punctuation	136	2.1%
Uppercase Letter	28	0.4%
Other Punctuation	4	0.1%
Lowercase Letter	3	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	463	11.8%
대	268	6.8%
시	244	6.2%
문	232	5.9%
구	232	5.9%
특	231	5.9%
별	231	5.9%
울	231	5.9%
동	175	4.5%
호	93	2.4%
Other values (142)	1524	38.8%

Decimal Number

Value	Count	Frequency (%)
1	335	26.1%
2	206	16.1%
3	147	11.5%
4	112	8.7%
0	111	8.7%
5	88	6.9%
6	80	6.2%
7	80	6.2%
9	68	5.3%
8	56	4.4%

Uppercase Letter

Value	Count	Frequency (%)
B	8	28.6%
K	7	25.0%
S	7	25.0%
A	3	10.7%
D	2	7.1%
M	1	3.6%

Lowercase Letter

Value	Count	Frequency (%)
b	1	33.3%
s	1	33.3%
k	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	3	75.0%
/	1	25.0%

Space Separator

Value	Count	Frequency (%)
	1070	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	136	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3924	60.8%
Common	2495	38.7%
Latin	31	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	463	11.8%
대	268	6.8%
시	244	6.2%
문	232	5.9%
구	232	5.9%
특	231	5.9%
별	231	5.9%
울	231	5.9%
동	175	4.5%
호	93	2.4%
Other values (142)	1524	38.8%

Common

Value	Count	Frequency (%)
	1070	42.9%
1	335	13.4%
2	206	8.3%
3	147	5.9%
-	136	5.5%
4	112	4.5%
0	111	4.4%
5	88	3.5%
6	80	3.2%
7	80	3.2%
Other values (6)	130	5.2%

Latin

Value	Count	Frequency (%)
B	8	25.8%
K	7	22.6%
S	7	22.6%
A	3	9.7%
D	2	6.5%
M	1	3.2%
b	1	3.2%
s	1	3.2%
k	1	3.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3924	60.8%
ASCII	2526	39.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1070	42.4%
1	335	13.3%
2	206	8.2%
3	147	5.8%
-	136	5.4%
4	112	4.4%
0	111	4.4%
5	88	3.5%
6	80	3.2%
7	80	3.2%
Other values (15)	161	6.4%

Hangul

Value	Count	Frequency (%)
서	463	11.8%
대	268	6.8%
시	244	6.2%
문	232	5.9%
구	232	5.9%
특	231	5.9%
별	231	5.9%
울	231	5.9%
동	175	4.5%
호	93	2.4%
Other values (142)	1524	38.8%

도로명주소
Text

MISSING

Distinct	212
Distinct (%)	93.8%
Missing	5
Missing (%)	2.2%
Memory size	1.9 KiB

Length

Max length	53
Median length	44
Mean length	35.424779
Min length	23

Characters and Unicode

Total characters	8006
Distinct characters	197
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	201 ?
Unique (%)	88.9%

Sample

1st row	서울특별시 서대문구 충정로 53, 1405호 (충정로2가,골든타워)
2nd row	서울특별시 서대문구 충정로 53, 1203호 (충정로2가)
3rd row	서울특별시 서대문구 연세로7안길 10-4 (창천동)
4th row	서울특별시 서대문구 신촌로 205 (북아현동,3층)
5th row	서울특별시 서대문구 충정로 53 (충정로2가,골든타워1601)

Value	Count	Frequency (%)
서울특별시	226	15.2%
서대문구	225	15.2%
서소문로	52	3.5%
2층	38	2.6%
충정로	37	2.5%
신촌로	34	2.3%
53	30	2.0%
창천동	29	2.0%
합동	29	2.0%
충정로2가	26	1.8%
Other values (370)	758	51.1%

Most occurring characters

Value	Count	Frequency (%)
	1305	16.3%
서	507	6.3%
로	288	3.6%
문	281	3.5%
대	275	3.4%
,	272	3.4%
2	249	3.1%
시	240	3.0%
1	240	3.0%
(	227	2.8%
Other values (187)	4122	51.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4665	58.3%
Space Separator	1305	16.3%
Decimal Number	1249	15.6%
Other Punctuation	273	3.4%
Open Punctuation	227	2.8%
Close Punctuation	227	2.8%
Dash Punctuation	31	0.4%
Uppercase Letter	26	0.3%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	507	10.9%
로	288	6.2%
문	281	6.0%
대	275	5.9%
시	240	5.1%
구	227	4.9%
울	227	4.9%
특	226	4.8%
별	226	4.8%
동	170	3.6%
Other values (163)	1998	42.8%

Decimal Number

Value	Count	Frequency (%)
2	249	19.9%
1	240	19.2%
3	197	15.8%
0	119	9.5%
5	112	9.0%
4	102	8.2%
7	95	7.6%
9	55	4.4%
6	42	3.4%
8	38	3.0%

Uppercase Letter

Value	Count	Frequency (%)
B	8	30.8%
K	7	26.9%
S	7	26.9%
D	2	7.7%
A	1	3.8%
M	1	3.8%

Other Punctuation

Value	Count	Frequency (%)
,	272	99.6%
/	1	0.4%

Lowercase Letter

Value	Count	Frequency (%)
e	2	66.7%
b	1	33.3%

Space Separator

Value	Count	Frequency (%)
	1305	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	227	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	227	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4665	58.3%
Common	3312	41.4%
Latin	29	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	507	10.9%
로	288	6.2%
문	281	6.0%
대	275	5.9%
시	240	5.1%
구	227	4.9%
울	227	4.9%
특	226	4.8%
별	226	4.8%
동	170	3.6%
Other values (163)	1998	42.8%

Common

Value	Count	Frequency (%)
	1305	39.4%
,	272	8.2%
2	249	7.5%
1	240	7.2%
(	227	6.9%
)	227	6.9%
3	197	5.9%
0	119	3.6%
5	112	3.4%
4	102	3.1%
Other values (6)	262	7.9%

Latin

Value	Count	Frequency (%)
B	8	27.6%
K	7	24.1%
S	7	24.1%
e	2	6.9%
D	2	6.9%
b	1	3.4%
A	1	3.4%
M	1	3.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4665	58.3%
ASCII	3341	41.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1305	39.1%
,	272	8.1%
2	249	7.5%
1	240	7.2%
(	227	6.8%
)	227	6.8%
3	197	5.9%
0	119	3.6%
5	112	3.4%
4	102	3.1%
Other values (14)	291	8.7%

Hangul

Value	Count	Frequency (%)
서	507	10.9%
로	288	6.2%
문	281	6.0%
대	275	5.9%
시	240	5.1%
구	227	4.9%
울	227	4.9%
특	226	4.8%
별	226	4.8%
동	170	3.6%
Other values (163)	1998	42.8%

도로명우편번호
Text

MISSING

Distinct	59
Distinct (%)	36.9%
Missing	71
Missing (%)	30.7%
Memory size	1.9 KiB

Length

Max length	7
Median length	5
Mean length	5.125
Min length	5

Characters and Unicode

Total characters	820
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	34 ?
Unique (%)	21.2%

Sample

1st row	03736
2nd row	03735
3rd row	03640
4th row	03741
5th row	03737

Value	Count	Frequency (%)
03741	32	20.0%
03736	22	13.8%
03785	16	10.0%
120030	6	3.8%
03735	4	2.5%
03663	4	2.5%
03737	4	2.5%
03730	3	1.9%
03789	3	1.9%
03611	2	1.2%
Other values (49)	64	40.0%

Most occurring characters

Value	Count	Frequency (%)
3	197	24.0%
0	196	23.9%
7	129	15.7%
6	73	8.9%
1	70	8.5%
4	45	5.5%
8	37	4.5%
2	34	4.1%
5	31	3.8%
9	7	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	819	99.9%
Dash Punctuation	1	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	197	24.1%
0	196	23.9%
7	129	15.8%
6	73	8.9%
1	70	8.5%
4	45	5.5%
8	37	4.5%
2	34	4.2%
5	31	3.8%
9	7	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	820	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	197	24.0%
0	196	23.9%
7	129	15.7%
6	73	8.9%
1	70	8.5%
4	45	5.5%
8	37	4.5%
2	34	4.1%
5	31	3.8%
9	7	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	820	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	197	24.0%
0	196	23.9%
7	129	15.7%
6	73	8.9%
1	70	8.5%
4	45	5.5%
8	37	4.5%
2	34	4.1%
5	31	3.8%
9	7	0.9%

사업장명
Text

Distinct	228
Distinct (%)	98.7%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

Length

Max length	31
Median length	21
Mean length	8.4935065
Min length	3

Characters and Unicode

Total characters	1962
Distinct characters	312
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	225 ?
Unique (%)	97.4%

Sample

1st row	(주)거산세계여행
2nd row	(주)알펜투어
3rd row	(주)한사랑여행
4th row	월즈오브런던
5th row	(주)여행천하

Value	Count	Frequency (%)
주식회사	32	10.8%
여행사	3	1.0%
트래블	2	0.7%
tour	2	0.7%
global	2	0.7%
글로벌	2	0.7%
co	2	0.7%
ltd	2	0.7%
주)씨앤비다보여행	2	0.7%
투어	2	0.7%
Other values (243)	245	82.8%

Most occurring characters

Value	Count	Frequency (%)
주	163	8.3%
(	134	6.8%
)	134	6.8%
어	81	4.1%
투	76	3.9%
	65	3.3%
사	62	3.2%
행	53	2.7%
이	52	2.7%
여	52	2.7%
Other values (302)	1090	55.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1507	76.8%
Open Punctuation	134	6.8%
Close Punctuation	134	6.8%
Lowercase Letter	66	3.4%
Space Separator	65	3.3%
Uppercase Letter	49	2.5%
Other Punctuation	7	0.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	163	10.8%
어	81	5.4%
투	76	5.0%
사	62	4.1%
행	53	3.5%
이	52	3.5%
여	52	3.5%
스	46	3.1%
트	33	2.2%
식	32	2.1%
Other values (261)	857	56.9%

Lowercase Letter

Value	Count	Frequency (%)
o	10	15.2%
i	7	10.6%
l	7	10.6%
a	6	9.1%
r	6	9.1%
e	5	7.6%
d	5	7.6%
c	4	6.1%
t	3	4.5%
n	3	4.5%
Other values (8)	10	15.2%

Uppercase Letter

Value	Count	Frequency (%)
T	8	16.3%
A	6	12.2%
O	5	10.2%
R	4	8.2%
E	4	8.2%
U	3	6.1%
L	3	6.1%
C	3	6.1%
G	3	6.1%
S	2	4.1%
Other values (7)	8	16.3%

Other Punctuation

Value	Count	Frequency (%)
.	3	42.9%
&	2	28.6%
,	2	28.6%

Open Punctuation

Value	Count	Frequency (%)
(	134	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	134	100.0%

Space Separator

Value	Count	Frequency (%)
	65	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1507	76.8%
Common	340	17.3%
Latin	115	5.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	163	10.8%
어	81	5.4%
투	76	5.0%
사	62	4.1%
행	53	3.5%
이	52	3.5%
여	52	3.5%
스	46	3.1%
트	33	2.2%
식	32	2.1%
Other values (261)	857	56.9%

Latin

Value	Count	Frequency (%)
o	10	8.7%
T	8	7.0%
i	7	6.1%
l	7	6.1%
a	6	5.2%
r	6	5.2%
A	6	5.2%
e	5	4.3%
O	5	4.3%
d	5	4.3%
Other values (25)	50	43.5%

Common

Value	Count	Frequency (%)
(	134	39.4%
)	134	39.4%
	65	19.1%
.	3	0.9%
&	2	0.6%
,	2	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1507	76.8%
ASCII	455	23.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	163	10.8%
어	81	5.4%
투	76	5.0%
사	62	4.1%
행	53	3.5%
이	52	3.5%
여	52	3.5%
스	46	3.1%
트	33	2.2%
식	32	2.1%
Other values (261)	857	56.9%

ASCII

Value	Count	Frequency (%)
(	134	29.5%
)	134	29.5%
	65	14.3%
o	10	2.2%
T	8	1.8%
i	7	1.5%
l	7	1.5%
a	6	1.3%
r	6	1.3%
A	6	1.3%
Other values (31)	72	15.8%

최종수정일자
Date

Distinct	230
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

Minimum	2003-02-07 11:05:59
Maximum	2024-05-09 09:08:02

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	3
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

U	152
I	78
D	1

Length

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

Unique

Unique	1 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
U	152	65.8%
I	78	33.8%
D	1	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	152	65.8%
i	78	33.8%
d	1	0.4%

데이터갱신일자
Date

Distinct	91
Distinct (%)	39.4%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	115
Distinct (%)	50.7%
Missing	4
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	195446.5

Minimum	191543.28
Maximum	197567.94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	191543.28
5-th percentile	193133.34
Q1	194062.49
median	195626.48
Q3	196824.07
95-th percentile	196942.2
Maximum	197567.94
Range	6024.658
Interquartile range (IQR)	2761.5796

Descriptive statistics

Standard deviation	1489.2668
Coefficient of variation (CV)	0.0076198181
Kurtosis	-1.0803828
Mean	195446.5
Median Absolute Deviation (MAD)	1223.7384
Skewness	-0.48871951
Sum	44366355
Variance	2217915.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
196801.661639204	28	12.1%
196892.09236853	20	8.7%
196824.072701729	16	6.9%
193712.476983727	14	6.1%
196945.454641052	8	3.5%
196829.272845892	6	2.6%
193582.818617191	4	1.7%
196862.481903369	4	1.7%
196850.221876572	3	1.3%
194770.272306267	3	1.3%
Other values (105)	121	52.4%
(Missing)	4	1.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
191543.28	1	0.4%
191778.716247587	1	0.4%
192150.038113118	1	0.4%
192219.454539817	1	0.4%
192285.636936533	1	0.4%
192415.907205	1	0.4%
192456.366937727	1	0.4%
192552.192063652	1	0.4%
192616.804543873	2	0.9%
192934.20130876	1	0.4%

Value	Count	Frequency (%)
197567.93800572	1	0.4%
197053.685372291	1	0.4%
197028.132153511	2	0.9%
196945.454641052	8	3.5%
196934.602353655	2	0.9%
196921.265890833	1	0.4%
196920.634153795	1	0.4%
196892.09236853	20	8.7%
196876.322759587	1	0.4%
196863.328815216	1	0.4%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	115
Distinct (%)	50.7%
Missing	4
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	451564.78

Minimum	450378.21
Maximum	455939.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	450378.21
5-th percentile	450525.83
Q1	450890.66
median	451238.07
Q3	451846.98
95-th percentile	454272.01
Maximum	455939.17
Range	5560.9589
Interquartile range (IQR)	956.3164

Descriptive statistics

Standard deviation	1161.0915
Coefficient of variation (CV)	0.0025712624
Kurtosis	1.7604005
Mean	451564.78
Median Absolute Deviation (MAD)	466.36737
Skewness	1.5657361
Sum	1.025052 × 10⁸
Variance	1348133.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
451267.809661546	28	12.1%
450948.915518467	20	8.7%
450890.664072337	16	6.9%
450637.010875398	14	6.1%
451003.162676008	8	3.5%
451317.18963079	6	2.6%
453077.774347174	4	1.7%
450971.304599585	4	1.7%
451623.734611949	3	1.3%
450529.307302535	3	1.3%
Other values (105)	121	52.4%
(Missing)	4	1.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
450378.207939919	1	0.4%
450400.49762862	1	0.4%
450415.649392505	1	0.4%
450422.374151297	1	0.4%
450433.691021245	1	0.4%
450443.357241716	2	0.9%
450469.610782261	2	0.9%
450484.124763157	1	0.4%
450503.286604315	1	0.4%
450525.834024158	2	0.9%

Value	Count	Frequency (%)
455939.166820505	1	0.4%
455477.476234474	1	0.4%
454979.71556714	1	0.4%
454863.906333334	1	0.4%
454786.019433577	1	0.4%
454683.237327927	2	0.9%
454564.34581261	1	0.4%
454560.084990316	1	0.4%
454495.012463392	1	0.4%
454485.120954321	1	0.4%

문화체육업종명
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

국내외여행업	128
<NA>	103

Length

Max length	6
Median length	6
Mean length	5.1082251
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국내외여행업	128	55.4%
<NA>	103	44.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내외여행업	128	55.4%
na	103	44.6%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	160
관광사업	71

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	160	69.3%
관광사업	71	30.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	160	69.3%
관광사업	71	30.7%

지역구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	215
준주거지역	7
일반주거지역	5
상업지역	2
근린상업지역	1

Length

Max length	6
Median length	4
Mean length	4.0822511
Min length	4

Unique

Unique	2 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	215	93.1%
준주거지역	7	3.0%
일반주거지역	5	2.2%
상업지역	2	0.9%
근린상업지역	1	0.4%
주거지역	1	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	215	93.1%
준주거지역	7	3.0%
일반주거지역	5	2.2%
상업지역	2	0.9%
근린상업지역	1	0.4%
주거지역	1	0.4%

총층수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	23.5%
Missing	180
Missing (%)	77.9%
Infinite	0
Infinite (%)	0.0%
Mean	4.3137255

Minimum	0
Maximum	27
Zeros	33
Zeros (%)	14.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5.5
95-th percentile	22.5
Maximum	27
Range	27
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	8.0261826
Coefficient of variation (CV)	1.8606151
Kurtosis	2.3227924
Mean	4.3137255
Median Absolute Deviation (MAD)	0
Skewness	1.9177958
Sum	220
Variance	64.419608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	33	14.3%
6	4	1.7%
22	2	0.9%
27	2	0.9%
5	2	0.9%
21	2	0.9%
7	1	0.4%
3	1	0.4%
23	1	0.4%
4	1	0.4%
Other values (2)	2	0.9%
(Missing)	180	77.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	14.3%
1	1	0.4%
3	1	0.4%
4	1	0.4%
5	2	0.9%
6	4	1.7%
7	1	0.4%
8	1	0.4%
21	2	0.9%
22	2	0.9%

Value	Count	Frequency (%)
27	2	0.9%
23	1	0.4%
22	2	0.9%
21	2	0.9%
8	1	0.4%
7	1	0.4%
6	4	1.7%
5	2	0.9%
4	1	0.4%
3	1	0.4%

주변환경명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	216
기타	11
주택가주변	3
학교정화(상대)	1

Length

Max length	8
Median length	4
Mean length	3.9350649
Min length	2

Unique

Unique	1 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	216	93.5%
기타	11	4.8%
주택가주변	3	1.3%
학교정화(상대)	1	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	216	93.5%
기타	11	4.8%
주택가주변	3	1.3%
학교정화(상대	1	0.4%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

보험기관명
Categorical

Distinct	23
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	132
서울보증보험	19
서울보증보험주식회사	19
한국관광협회중앙회 여행공제회	16
서울특별시관광협회	10
Other values (18)	35

Length

Max length	19
Median length	4
Mean length	7.1125541
Min length	4

Unique

Unique	11 ?
Unique (%)	4.8%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	132	57.1%
서울보증보험	19	8.2%
서울보증보험주식회사	19	8.2%
한국관광협회중앙회 여행공제회	16	6.9%
서울특별시관광협회	10	4.3%
서울보증보험주식회사(삼천만원)	7	3.0%
서울보증보험주식회사(3천만원)	6	2.6%
서울시관광협회	3	1.3%
여행공제회	2	0.9%
서울보증보험주식회사(삼천만)	2	0.9%
Other values (13)	15	6.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	132	53.4%
서울보증보험주식회사	19	7.7%
서울보증보험	19	7.7%
여행공제회	18	7.3%
한국관광협회중앙회	17	6.9%
서울특별시관광협회	10	4.0%
서울보증보험주식회사(삼천만원	7	2.8%
서울보증보험주식회사(3천만원	6	2.4%
서울시관광협회	3	1.2%
서울보증보험(30,000,000원	2	0.8%
Other values (12)	14	5.7%

건물용도명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	199
근린생활시설	25
사무실	5
다중주택(공동주택적용)	1
아파트	1

Length

Max length	12
Median length	4
Mean length	4.2251082
Min length	3

Unique

Unique	2 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	199	86.1%
근린생활시설	25	10.8%
사무실	5	2.2%
다중주택(공동주택적용)	1	0.4%
아파트	1	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	199	86.1%
근린생활시설	25	10.8%
사무실	5	2.2%
다중주택(공동주택적용	1	0.4%
아파트	1	0.4%

지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	19.2%
Missing	179
Missing (%)	77.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.1538462

Minimum	0
Maximum	21
Zeros	33
Zeros (%)	14.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4.25
95-th percentile	16.8
Maximum	21
Range	21
Interquartile range (IQR)	4.25

Descriptive statistics

Standard deviation	5.7509918
Coefficient of variation (CV)	1.8234852
Kurtosis	3.4421785
Mean	3.1538462
Median Absolute Deviation (MAD)	0
Skewness	2.0825848
Sum	164
Variance	33.073906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	33	14.3%
5	4	1.7%
15	3	1.3%
4	3	1.3%
21	2	0.9%
2	2	0.9%
6	2	0.9%
3	1	0.4%
7	1	0.4%
19	1	0.4%
(Missing)	179	77.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	14.3%
2	2	0.9%
3	1	0.4%
4	3	1.3%
5	4	1.7%
6	2	0.9%
7	1	0.4%
15	3	1.3%
19	1	0.4%
21	2	0.9%

Value	Count	Frequency (%)
21	2	0.9%
19	1	0.4%
15	3	1.3%
7	1	0.4%
6	2	0.9%
5	4	1.7%
4	3	1.3%
3	1	0.4%
2	2	0.9%
0	33	14.3%

지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	14.3%
Missing	182
Missing (%)	78.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.244898

Minimum	0
Maximum	17
Zeros	33
Zeros (%)	14.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	17
Range	17
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.9828022
Coefficient of variation (CV)	2.3960214
Kurtosis	16.142851
Mean	1.244898
Median Absolute Deviation (MAD)	0
Skewness	3.6612814
Sum	61
Variance	8.8971088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	33	14.3%
1	8	3.5%
6	4	1.7%
7	1	0.4%
2	1	0.4%
17	1	0.4%
3	1	0.4%
(Missing)	182	78.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	14.3%
1	8	3.5%
2	1	0.4%
3	1	0.4%
6	4	1.7%
7	1	0.4%
17	1	0.4%

Value	Count	Frequency (%)
17	1	0.4%
7	1	0.4%
6	4	1.7%
3	1	0.4%
2	1	0.4%
1	8	3.5%
0	33	14.3%

객실수
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	197
0	34

Length

Max length	4
Median length	4
Mean length	3.5584416
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>	197	85.3%
0	34	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	197	85.3%
0	34	14.7%

건축연면적
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	197
0	34

Length

Max length	4
Median length	4
Mean length	3.5584416
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>	197	85.3%
0	34	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	197	85.3%
0	34	14.7%

영문상호명
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	229
Missing (%)	99.1%
Memory size	1.9 KiB

Length

Max length	28
Median length	22.5
Mean length	22.5
Min length	17

Characters and Unicode

Total characters	45
Distinct characters	24
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	Do as I like Tour
2nd row	Good Feeling Korea Co., Ltd.

Value	Count	Frequency (%)
do	1	10.0%
as	1	10.0%
i	1	10.0%
like	1	10.0%
tour	1	10.0%
good	1	10.0%
feeling	1	10.0%
korea	1	10.0%
co	1	10.0%
ltd	1	10.0%

Most occurring characters

Value	Count	Frequency (%)
	8	17.8%
o	6	13.3%
e	4	8.9%
r	2	4.4%
a	2	4.4%
l	2	4.4%
i	2	4.4%
.	2	4.4%
d	2	4.4%
n	1	2.2%
Other values (14)	14	31.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	26	57.8%
Space Separator	8	17.8%
Uppercase Letter	8	17.8%
Other Punctuation	3	6.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	6	23.1%
e	4	15.4%
r	2	7.7%
a	2	7.7%
l	2	7.7%
i	2	7.7%
d	2	7.7%
n	1	3.8%
g	1	3.8%
u	1	3.8%
Other values (3)	3	11.5%

Uppercase Letter

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

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	34	75.6%
Common	11	24.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	6	17.6%
e	4	11.8%
r	2	5.9%
a	2	5.9%
l	2	5.9%
i	2	5.9%
d	2	5.9%
n	1	2.9%
L	1	2.9%
C	1	2.9%
Other values (11)	11	32.4%

Common

Value	Count	Frequency (%)
	8	72.7%
.	2	18.2%
,	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8	17.8%
o	6	13.3%
e	4	8.9%
r	2	4.4%
a	2	4.4%
l	2	4.4%
i	2	4.4%
.	2	4.4%
d	2	4.4%
n	1	2.2%
Other values (14)	14	31.1%

영문상호주소
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	229
Missing (%)	99.1%
Memory size	1.9 KiB

Length

Max length	24
Median length	23.5
Mean length	23.5
Min length	23

Characters and Unicode

Total characters	47
Distinct characters	26
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	FOREIGN TRAVEL BUSINESS
2nd row	Overseas travel business

Value	Count	Frequency (%)
travel	2	33.3%
business	2	33.3%
foreign	1	16.7%
overseas	1	16.7%

Most occurring characters

Value	Count	Frequency (%)
s	5	10.6%
e	4	8.5%
	4	8.5%
E	3	6.4%
S	3	6.4%
r	2	4.3%
a	2	4.3%
R	2	4.3%
I	2	4.3%
N	2	4.3%
Other values (16)	18	38.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	22	46.8%
Lowercase Letter	21	44.7%
Space Separator	4	8.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	3	13.6%
S	3	13.6%
R	2	9.1%
I	2	9.1%
N	2	9.1%
O	2	9.1%
F	1	4.5%
U	1	4.5%
B	1	4.5%
L	1	4.5%
Other values (4)	4	18.2%

Lowercase Letter

Value	Count	Frequency (%)
s	5	23.8%
e	4	19.0%
r	2	9.5%
a	2	9.5%
v	2	9.5%
t	1	4.8%
l	1	4.8%
u	1	4.8%
i	1	4.8%
b	1	4.8%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	43	91.5%
Common	4	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	5	11.6%
e	4	9.3%
E	3	7.0%
S	3	7.0%
r	2	4.7%
a	2	4.7%
R	2	4.7%
I	2	4.7%
N	2	4.7%
v	2	4.7%
Other values (15)	16	37.2%

Common

Value	Count	Frequency (%)
	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	5	10.6%
e	4	8.5%
	4	8.5%
E	3	6.4%
S	3	6.4%
r	2	4.3%
a	2	4.3%
R	2	4.3%
I	2	4.3%
N	2	4.3%
Other values (16)	18	38.3%

선박총톤수
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	197
0	34

Length

Max length	4
Median length	4
Mean length	3.5584416
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>	197	85.3%
0	34	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	197	85.3%
0	34	14.7%

선박척수
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	197
0	34

Length

Max length	4
Median length	4
Mean length	3.5584416
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>	197	85.3%
0	34	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	197	85.3%
0	34	14.7%

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

무대면적
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	197
0	34

Length

Max length	4
Median length	4
Mean length	3.5584416
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>	197	85.3%
0	34	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	197	85.3%
0	34	14.7%

좌석수
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	197
0	34

Length

Max length	4
Median length	4
Mean length	3.5584416
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>	197	85.3%
0	34	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	197	85.3%
0	34	14.7%

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

회의실별동시수용인원
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	197
0	34

Length

Max length	4
Median length	4
Mean length	3.5584416
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>	197	85.3%
0	34	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	197	85.3%
0	34	14.7%

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	29
Distinct (%)	48.3%
Missing	171
Missing (%)	74.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.049333

Minimum	0
Maximum	178.15
Zeros	30
Zeros (%)	13.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	10.985
Q3	52.515
95-th percentile	114.504
Maximum	178.15
Range	178.15
Interquartile range (IQR)	52.515

Descriptive statistics

Standard deviation	41.699422
Coefficient of variation (CV)	1.3430054
Kurtosis	2.6404932
Mean	31.049333
Median Absolute Deviation (MAD)	10.985
Skewness	1.6038605
Sum	1862.96
Variance	1738.8418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0.0	30	13.0%
38.33	2	0.9%
25.35	2	0.9%
32.0	1	0.4%
82.64	1	0.4%
58.93	1	0.4%
25.0	1	0.4%
63.2	1	0.4%
70.0	1	0.4%
52.74	1	0.4%
Other values (19)	19	8.2%
(Missing)	171	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	30	13.0%
21.97	1	0.4%
23.14	1	0.4%
24.75	1	0.4%
25.0	1	0.4%
25.35	2	0.9%
27.0	1	0.4%
32.0	1	0.4%
38.33	2	0.9%
39.6	1	0.4%

Value	Count	Frequency (%)
178.15	1	0.4%
162.0	1	0.4%
115.53	1	0.4%
114.45	1	0.4%
91.25	1	0.4%
85.0	1	0.4%
82.64	1	0.4%
81.25	1	0.4%
76.0	1	0.4%
70.0	1	0.4%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

놀이시설수
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	197
0	34

Length

Max length	4
Median length	4
Mean length	3.5584416
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>	197	85.3%
0	34	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	197	85.3%
0	34	14.7%

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

기획여행보험시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	230
20140702	1

Length

Max length	8
Median length	4
Mean length	4.017316
Min length	4

Unique

Unique	1 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	230	99.6%
20140702	1	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	230	99.6%
20140702	1	0.4%

기획여행보험종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

<NA>	230
20150702	1

Length

Max length	8
Median length	4
Mean length	4.017316
Min length	4

Unique

Unique	1 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	230	99.6%
20150702	1	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	230	99.6%
20150702	1	0.4%

자본금
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	13.2%
Missing	125
Missing (%)	54.1%
Infinite	0
Infinite (%)	0.0%
Mean	91271781

Minimum	0
Maximum	6.7 × 10⁸
Zeros	7
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	60000000
median	1 × 10⁸
Q3	1 × 10⁸
95-th percentile	1.5 × 10⁸
Maximum	6.7 × 10⁸
Range	6.7 × 10⁸
Interquartile range (IQR)	40000000

Descriptive statistics

Standard deviation	69886646
Coefficient of variation (CV)	0.76569828
Kurtosis	44.957046
Mean	91271781
Median Absolute Deviation (MAD)	0
Skewness	5.4912524
Sum	9.6748088 × 10⁹
Variance	4.8841433 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
100000000	54	23.4%
60000000	20	8.7%
150000000	8	3.5%
0	7	3.0%
30000000	7	3.0%
50000000	2	0.9%
120000000	1	0.4%
670000000	1	0.4%
90200000	1	0.4%
70000000	1	0.4%
Other values (4)	4	1.7%
(Missing)	125	54.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	3.0%
30000000	7	3.0%
50000000	2	0.9%
60000000	20	8.7%
70000000	1	0.4%
72608798	1	0.4%
90200000	1	0.4%
92000000	1	0.4%
100000000	54	23.4%
120000000	1	0.4%

Value	Count	Frequency (%)
670000000	1	0.4%
250000000	1	0.4%
200000000	1	0.4%
150000000	8	3.5%
120000000	1	0.4%
100000000	54	23.4%
92000000	1	0.4%
90200000	1	0.4%
72608798	1	0.4%
70000000	1	0.4%

보험시작일자
Real number (ℝ)

MISSING

Distinct	104
Distinct (%)	99.0%
Missing	126
Missing (%)	54.5%
Infinite	0
Infinite (%)	0.0%
Mean	20125073

Minimum	20040419
Maximum	20210811
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	20040419
5-th percentile	20060629
Q1	20090923
median	20120813
Q3	20150425
95-th percentile	20200812
Maximum	20210811
Range	170392
Interquartile range (IQR)	59502

Descriptive statistics

Standard deviation	44485.812
Coefficient of variation (CV)	0.0022104671
Kurtosis	-0.71966749
Mean	20125073
Median Absolute Deviation (MAD)	29890
Skewness	0.19833532
Sum	2.1131326 × 10⁹
Variance	1.9789874 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20111209	2	0.9%
20141207	1	0.4%
20140911	1	0.4%
20180110	1	0.4%
20131222	1	0.4%
20130103	1	0.4%
20200912	1	0.4%
20130617	1	0.4%
20110817	1	0.4%
20190404	1	0.4%
Other values (94)	94	40.7%
(Missing)	126	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20040419	1	0.4%
20041029	1	0.4%
20050907	1	0.4%
20060203	1	0.4%
20060328	1	0.4%
20060610	1	0.4%
20060706	1	0.4%
20060801	1	0.4%
20060812	1	0.4%
20060901	1	0.4%

Value	Count	Frequency (%)
20210811	1	0.4%
20210529	1	0.4%
20210419	1	0.4%
20210215	1	0.4%
20210104	1	0.4%
20200912	1	0.4%
20200413	1	0.4%
20190820	1	0.4%
20190704	1	0.4%
20190619	1	0.4%

보험종료일자
Real number (ℝ)

MISSING

Distinct	104
Distinct (%)	99.0%
Missing	126
Missing (%)	54.5%
Infinite	0
Infinite (%)	0.0%
Mean	20136013

Minimum	20050418
Maximum	20220811
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	20050418
5-th percentile	20070629
Q1	20100923
median	20130813
Q3	20170424
95-th percentile	20210811
Maximum	20220811
Range	170393
Interquartile range (IQR)	69501

Descriptive statistics

Standard deviation	44901.221
Coefficient of variation (CV)	0.0022298963
Kurtosis	-0.80828547
Mean	20136013
Median Absolute Deviation (MAD)	39511
Skewness	0.14392956
Sum	2.1142814 × 10⁹
Variance	2.0161196 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20090422	2	0.9%
20150506	1	0.4%
20150910	1	0.4%
20190109	1	0.4%
20141221	1	0.4%
20140103	1	0.4%
20210911	1	0.4%
20140616	1	0.4%
20120817	1	0.4%
20200403	1	0.4%
Other values (94)	94	40.7%
(Missing)	126	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20050418	1	0.4%
20051029	1	0.4%
20060907	1	0.4%
20070203	1	0.4%
20070327	1	0.4%
20070610	1	0.4%
20070706	1	0.4%
20070731	1	0.4%
20070811	1	0.4%
20070831	1	0.4%

Value	Count	Frequency (%)
20220811	1	0.4%
20220529	1	0.4%
20220419	1	0.4%
20220214	1	0.4%
20220103	1	0.4%
20210911	1	0.4%
20210412	1	0.4%
20200819	1	0.4%
20200703	1	0.4%
20200618	1	0.4%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	231
Missing (%)	100.0%
Memory size	2.2 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	43.3%
Missing	171
Missing (%)	74.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.033333

Minimum	0
Maximum	178
Zeros	30
Zeros (%)	13.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	11
Q3	52.25
95-th percentile	114.1
Maximum	178
Range	178
Interquartile range (IQR)	52.25

Descriptive statistics

Standard deviation	41.690127
Coefficient of variation (CV)	1.3433983
Kurtosis	2.6363248
Mean	31.033333
Median Absolute Deviation (MAD)	11
Skewness	1.6036105
Sum	1862
Variance	1738.0667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	30	13.0%
25	4	1.7%
38	2	0.9%
46	2	0.9%
83	1	0.4%
85	1	0.4%
59	1	0.4%
63	1	0.4%
70	1	0.4%
53	1	0.4%
Other values (16)	16	6.9%
(Missing)	171	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	13.0%
22	1	0.4%
23	1	0.4%
25	4	1.7%
27	1	0.4%
32	1	0.4%
38	2	0.9%
40	1	0.4%
46	2	0.9%
50	1	0.4%

Value	Count	Frequency (%)
178	1	0.4%
162	1	0.4%
116	1	0.4%
114	1	0.4%
91	1	0.4%
85	1	0.4%
83	1	0.4%
81	1	0.4%
76	1	0.4%
70	1	0.4%

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	3120000	CDFI2260021996000001	19961112	<NA>	3	폐업	03	폐업	20030605	<NA>	<NA>	<NA>	<NA>	<NA>	120070	서울특별시 서대문구 영천동 277-1번지	<NA>	<NA>	(주)거산세계여행	2003-06-05 10:35:19	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	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
1	3120000	CDFI2260021996000003	19961118	20100426	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	120012	서울특별시 서대문구 충정로2가 191번지 골든타워 1405호	서울특별시 서대문구 충정로 53, 1405호 (충정로2가,골든타워)	<NA>	(주)알펜투어	2010-04-20 14:47:54	I	2018-08-31 23:59:59.0	<NA>	196801.661639	451267.809662	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>	100000000	20061116	20071115	<NA>	<NA>
2	3120000	CDFI2260021997000001	1997-09-12	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	392-1984	<NA>	120-722	서울특별시 서대문구 충정로2가 191 골든타워빌딩 1203호	서울특별시 서대문구 충정로 53, 1203호 (충정로2가)	03736	(주)한사랑여행	2024-02-21 10:24:44	U	2023-12-01 22:03:00.0	<NA>	196801.661639	451267.809662	<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>
3	3120000	CDFI2260021998000001	19980417	<NA>	3	폐업	03	폐업	19990225	<NA>	<NA>	<NA>	<NA>	<NA>	120834	서울특별시 서대문구 창천동 33-18번지	서울특별시 서대문구 연세로7안길 10-4 (창천동)	<NA>	월즈오브런던	2003-02-07 11:05:59	I	2018-08-31 23:59:59.0	<NA>	194316.218242	450673.635639	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	3120000	CDFI2260021999000002	19990303	<NA>	3	폐업	03	폐업	20020119	<NA>	<NA>	<NA>	<NA>	<NA>	120822	서울특별시 서대문구 북아현동 251-39번지 3층	서울특별시 서대문구 신촌로 205 (북아현동,3층)	<NA>	(주)여행천하	2003-02-07 11:06:58	I	2018-08-31 23:59:59.0	<NA>	195421.69856	450551.570075	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
5	3120000	CDFI2260021999000005	19990630	<NA>	3	폐업	03	폐업	20050303	<NA>	<NA>	<NA>	<NA>	<NA>	120012	서울특별시 서대문구 충정로2가 191-0번지 골든타워1601	서울특별시 서대문구 충정로 53 (충정로2가,골든타워1601)	<NA>	서울컨벤션서비스(주)	2005-03-03 17:10:55	I	2018-08-31 23:59:59.0	<NA>	196801.661639	451267.809662	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	3120000	CDFI2260021999000007	19990809	<NA>	3	폐업	03	폐업	20051117	<NA>	<NA>	<NA>	<NA>	<NA>	120822	서울특별시 서대문구 북아현동 221-14번지 3층	서울특별시 서대문구 신촌로 229 (북아현동,3층)	<NA>	POSH KOREA	2005-11-17 10:11:10	I	2018-08-31 23:59:59.0	<NA>	195626.483507	450565.120109	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>
7	3120000	CDFI2260022000000003	20000630	<NA>	1	영업/정상	BBBB	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	120805	서울특별시 서대문구 남가좌동 293-77번지	<NA>	<NA>	김민수	2003-02-07 11:06:58	I	2018-08-31 23:59:59.0	<NA>	192415.907205	451856.120833	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
8	3120000	CDFI2260022000000009	2000-06-26	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	313-3103	<NA>	120-050	서울특별시 서대문구 냉천동 169-1 충현빌딩 601호	서울특별시 서대문구 통일로9안길 9-6, 601호 (냉천동,충현빌딩)	<NA>	ETC 네트워크(주)	2024-02-23 16:02:56	U	2023-12-01 22:05:00.0	<NA>	196850.221877	451623.734612	<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>
9	3120000	CDFI2260022001000003	20010615	<NA>	3	폐업	03	폐업	20090609	<NA>	<NA>	<NA>	3147-0584	<NA>	120170	서울특별시 서대문구 대현동 40-17번지 제원빌딩 4층	서울특별시 서대문구 이화여대1길 9 (대현동,제원빌딩 4층)	<NA>	Good Africa	2009-06-11 16:42:14	I	2018-08-31 23:59:59.0	<NA>	195098.205922	450549.583847	국내외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	한국관광협회중앙회 여행공제회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20081002	20091002	<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
221	3120000	CDFI2260022023000016	2022-08-04	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서대문구 홍제동 316-1 가동 202호	서울특별시 서대문구 통일로37길 42-4, 가동 2층 202호 (홍제동)	03645	주식회사 언더골프투어	2024-03-12 16:02:22	U	2023-12-02 23:04:00.0	<NA>	194965.186276	453794.473075	<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>
222	3120000	CDFI2260022023000017	2023-10-11	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서대문구 북가좌동 351-2 202호	서울특별시 서대문구 응암로 146, 2층 202호 (북가좌동)	03667	주식회사 노리여행	2024-03-27 15:02:38	U	2023-12-02 22:09:00.0	<NA>	192456.366938	453652.460124	<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>
223	3120000	CDFI2260022023000018	2023-10-11	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서대문구 충정로3가 465 충정리시온 303호	서울특별시 서대문구 서소문로 27, 3층 303호 (충정로3가, 충정리시온)	03741	주식회사 나라트래블	2023-11-15 10:52:50	U	2022-10-31 23:07:00.0	<NA>	196824.072702	450890.664072	<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>
224	3120000	CDFI2260022023000019	2023-10-19	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서대문구 창천동 503-8 2층 2481호	서울특별시 서대문구 신촌로 25, 상록빌딩 2층 2481호 (창천동)	03785	주식회사 스윙플러스	2023-11-15 11:18:28	U	2022-10-31 23:07:00.0	<NA>	193712.476984	450637.010875	<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>
225	3120000	CDFI2260022023000020	2014-07-23	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-745-8162	<NA>	<NA>	서울특별시 서대문구 충정로3가 465 충정리시온	서울특별시 서대문구 서소문로 27, 3층 302호 (충정로3가, 충정리시온)	03741	제이오투어	2023-11-02 15:23:33	I	2022-11-01 00:04:00.0	<NA>	196824.072702	450890.664072	<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>
226	3120000	CDFI2260022023000021	2023-11-02	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서대문구 홍은동 8-834	서울특별시 서대문구 홍은중앙로 172-33 (홍은동)	03600	주식회사 와일드홀릭(Wildholic Co., Ltd.)	2023-11-15 13:51:41	U	2022-10-31 23:07:00.0	<NA>	195609.52218	455939.166821	<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>
227	3120000	CDFI2260022024000001	2024-01-12	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서대문구 창천동 503-8 2층 289호	서울특별시 서대문구 신촌로 25, 2층 289호 (창천동)	03785	트래블 빌더	2024-01-25 13:50:02	U	2023-11-30 22:07:00.0	<NA>	193712.476984	450637.010875	<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>
228	3120000	CDFI2260022024000002	2024-02-26	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서대문구 창천동 506-10 산성빌딩, 3층	서울특별시 서대문구 신촌로3길 15, 산성빌딩 3층 (창천동)	03785	(주)플랫폼구사삼	2024-03-05 11:01:32	U	2023-12-03 00:07:00.0	<NA>	193664.950751	450744.320812	<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>
229	3120000	CDFI2260022024000003	2024-02-05	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-356-3579	<NA>	<NA>	서울특별시 서대문구 충정로2가 191 골든타워빌딩 1609호	서울특별시 서대문구 충정로 53, 골든타워빌딩 1609호 (충정로2가)	03736	찬누리 여행사	2024-03-14 16:44:41	I	2023-12-02 23:06:00.0	<NA>	196801.661639	451267.809662	<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>
230	3120000	CDFI2260022024000004	2012-03-27	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서대문구 충정로2가 191 골든타워빌딩 1307호	서울특별시 서대문구 충정로 53, 골든타워빌딩 1307호 (충정로2가)	03736	(주)휴먼에듀	2024-04-18 18:31:33	I	2023-12-03 22:00:00.0	<NA>	196801.661639	451267.809662	<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)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Math Symbol

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close 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

Decimal Number

Uppercase Letter

Other Punctuation

Lowercase Letter

Space Separator

Open Punctuation

Close Punctuation