gimi9 Pandas Profiling

Dataset statistics

Number of variables	60
Number of observations	503
Missing cells	10494
Missing cells (%)	34.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	254.6 KiB
Average record size in memory	518.3 B

Variable types

Categorical	22
Text	10
DateTime	4
Numeric	10
Unsupported	14

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	중구
URL	https://data.seoul.go.kr/dataList/OA-17553/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`주변환경명` has constant value ""	Constant
`총층수` is highly imbalanced (75.2%)	Imbalance
`건물용도명` is highly imbalanced (77.1%)	Imbalance
`지하층수` is highly imbalanced (64.4%)	Imbalance
`영문상호주소` is highly imbalanced (92.2%)	Imbalance
`기획여행보험시작일자` is highly imbalanced (97.4%)	Imbalance
`기획여행보험종료일자` is highly imbalanced (97.4%)	Imbalance
`인허가취소일자` has 472 (93.8%) missing values	Missing
`폐업일자` has 136 (27.0%) missing values	Missing
`휴업시작일자` has 503 (100.0%) missing values	Missing
`휴업종료일자` has 503 (100.0%) missing values	Missing
`재개업일자` has 503 (100.0%) missing values	Missing
`전화번호` has 131 (26.0%) missing values	Missing
`소재지면적` has 503 (100.0%) missing values	Missing
`소재지우편번호` has 133 (26.4%) missing values	Missing
`도로명주소` has 25 (5.0%) missing values	Missing
`도로명우편번호` has 309 (61.4%) missing values	Missing
`업태구분명` has 503 (100.0%) missing values	Missing
`좌표정보(X)` has 17 (3.4%) missing values	Missing
`좌표정보(Y)` has 17 (3.4%) missing values	Missing
`지역구분명` has 499 (99.2%) missing values	Missing
`주변환경명` has 502 (99.8%) missing values	Missing
`제작취급품목내용` has 503 (100.0%) missing values	Missing
`지상층수` has 63 (12.5%) missing values	Missing
`영문상호명` has 492 (97.8%) missing values	Missing
`선박제원` has 503 (100.0%) missing values	Missing
`기념품종류` has 503 (100.0%) missing values	Missing
`시설면적` has 63 (12.5%) missing values	Missing
`놀이기구수내역` has 503 (100.0%) missing values	Missing
`방송시설유무` has 503 (100.0%) missing values	Missing
`발전시설유무` has 503 (100.0%) missing values	Missing
`의무실유무` has 503 (100.0%) missing values	Missing
`안내소유무` has 503 (100.0%) missing values	Missing
`자본금` has 63 (12.5%) missing values	Missing
`보험시작일자` has 233 (46.3%) missing values	Missing
`보험종료일자` has 234 (46.5%) missing values	Missing
`부대시설내역` has 503 (100.0%) missing values	Missing
`시설규모` has 63 (12.5%) 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
`지상층수` has 434 (86.3%) zeros	Zeros
`시설면적` has 403 (80.1%) zeros	Zeros
`자본금` has 160 (31.8%) zeros	Zeros
`시설규모` has 403 (80.1%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:57:24.847475
Analysis finished	2024-05-11 05:57:26.503270
Duration	1.66 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

3010000	503

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3010000
2nd row	3010000
3rd row	3010000
4th row	3010000
5th row	3010000

Common Values

Value	Count	Frequency (%)
3010000	503	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3010000	503	100.0%

관리번호
Text

UNIQUE

Distinct	503
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

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

Characters and Unicode

Total characters	10060
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	503 ?
Unique (%)	100.0%

Sample

1st row	CDFI2260011985000001
2nd row	CDFI2260011985000002
3rd row	CDFI2260011989000001
4th row	CDFI2260011989000002
5th row	CDFI2260011989000003

Value	Count	Frequency (%)
cdfi2260011985000001	1	0.2%
cdfi2260012010000006	1	0.2%
cdfi2260012012000012	1	0.2%
cdfi2260012012000011	1	0.2%
cdfi2260012012000008	1	0.2%
cdfi2260012012000005	1	0.2%
cdfi2260012012000004	1	0.2%
cdfi2260012012000002	1	0.2%
cdfi2260012011000014	1	0.2%
cdfi2260012011000013	1	0.2%
Other values (493)	493	98.0%

Most occurring characters

Value	Count	Frequency (%)
0	3918	38.9%
2	1665	16.6%
1	1031	10.2%
6	603	6.0%
C	503	5.0%
D	503	5.0%
F	503	5.0%
I	503	5.0%
9	298	3.0%
3	119	1.2%
Other values (4)	414	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8048	80.0%
Uppercase Letter	2012	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3918	48.7%
2	1665	20.7%
1	1031	12.8%
6	603	7.5%
9	298	3.7%
3	119	1.5%
4	115	1.4%
5	109	1.4%
8	104	1.3%
7	86	1.1%

Uppercase Letter

Value	Count	Frequency (%)
C	503	25.0%
D	503	25.0%
F	503	25.0%
I	503	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8048	80.0%
Latin	2012	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3918	48.7%
2	1665	20.7%
1	1031	12.8%
6	603	7.5%
9	298	3.7%
3	119	1.5%
4	115	1.4%
5	109	1.4%
8	104	1.3%
7	86	1.1%

Latin

Value	Count	Frequency (%)
C	503	25.0%
D	503	25.0%
F	503	25.0%
I	503	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10060	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3918	38.9%
2	1665	16.6%
1	1031	10.2%
6	603	6.0%
C	503	5.0%
D	503	5.0%
F	503	5.0%
I	503	5.0%
9	298	3.0%
3	119	1.2%
Other values (4)	414	4.1%

인허가일자
Date

Distinct	469
Distinct (%)	93.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Minimum	1985-07-03 00:00:00
Maximum	2023-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Real number (ℝ)

MISSING

Distinct	11
Distinct (%)	35.5%
Missing	472
Missing (%)	93.8%
Infinite	0
Infinite (%)	0.0%
Mean	20107248

Minimum	20091013
Maximum	20210106
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	20091013
5-th percentile	20091013
Q1	20091013
median	20091013
Q3	20110824
95-th percentile	20155522
Maximum	20210106
Range	119093
Interquartile range (IQR)	19811.5

Descriptive statistics

Standard deviation	28153.966
Coefficient of variation (CV)	0.0014001899
Kurtosis	5.0030815
Mean	20107248
Median Absolute Deviation (MAD)	0
Skewness	2.1652152
Sum	6.2332469 × 10⁸
Variance	7.9264579 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
20091013	18	3.6%
20100120	3	0.6%
20140421	2	0.4%
20110719	1	0.2%
20100730	1	0.2%
20120622	1	0.2%
20110930	1	0.2%
20160418	1	0.2%
20141106	1	0.2%
20210106	1	0.2%
(Missing)	472	93.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20091013	18	3.6%
20100120	3	0.6%
20100730	1	0.2%
20110719	1	0.2%
20110930	1	0.2%
20120622	1	0.2%
20140421	2	0.4%
20141106	1	0.2%
20150625	1	0.2%
20160418	1	0.2%

Value	Count	Frequency (%)
20210106	1	0.2%
20160418	1	0.2%
20150625	1	0.2%
20141106	1	0.2%
20140421	2	0.4%
20120622	1	0.2%
20110930	1	0.2%
20110719	1	0.2%
20100730	1	0.2%
20100120	3	0.6%

영업상태코드
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

3	344
4	126
1	25
5	8

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	4
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	344	68.4%
4	126	25.0%
1	25	5.0%
5	8	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	344	68.4%
4	126	25.0%
1	25	5.0%
5	8	1.6%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

폐업	344
취소/말소/만료/정지/중지	126
영업/정상	25
제외/삭제/전출	8

Length

Max length	14
Median length	2
Mean length	5.250497
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	344	68.4%
취소/말소/만료/정지/중지	126	25.0%
영업/정상	25	5.0%
제외/삭제/전출	8	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	344	68.4%
취소/말소/만료/정지/중지	126	25.0%
영업/정상	25	5.0%
제외/삭제/전출	8	1.6%

상세영업상태코드
Real number (ℝ)

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.77336

Minimum	3
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	3
median	3
Q3	22.5
95-th percentile	31
Maximum	35
Range	32
Interquartile range (IQR)	19.5

Descriptive statistics

Standard deviation	12.169468
Coefficient of variation (CV)	1.1295889
Kurtosis	-0.78192133
Mean	10.77336
Median Absolute Deviation (MAD)	0
Skewness	1.04812
Sum	5419
Variance	148.09594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	344	68.4%
31	80	15.9%
30	29	5.8%
13	25	5.0%
35	16	3.2%
15	8	1.6%
32	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	344	68.4%
13	25	5.0%
15	8	1.6%
30	29	5.8%
31	80	15.9%
32	1	0.2%
35	16	3.2%

Value	Count	Frequency (%)
35	16	3.2%
32	1	0.2%
31	80	15.9%
30	29	5.8%
15	8	1.6%
13	25	5.0%
3	344	68.4%

상세영업상태명
Categorical

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

폐업	344
등록취소	80
허가취소	29
영업중	25
직권말소	16
Other values (2)	9

Length

Max length	4
Median length	2
Mean length	2.5506958
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	344	68.4%
등록취소	80	15.9%
허가취소	29	5.8%
영업중	25	5.0%
직권말소	16	3.2%
전출	8	1.6%
신고취소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	344	68.4%
등록취소	80	15.9%
허가취소	29	5.8%
영업중	25	5.0%
직권말소	16	3.2%
전출	8	1.6%
신고취소	1	0.2%

폐업일자
Date

MISSING

Distinct	328
Distinct (%)	89.4%
Missing	136
Missing (%)	27.0%
Memory size	4.1 KiB

Minimum	1996-01-31 00:00:00
Maximum	2024-04-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

전화번호
Text

MISSING

Distinct	362
Distinct (%)	97.3%
Missing	131
Missing (%)	26.0%
Memory size	4.1 KiB

Length

Max length	13
Median length	12
Mean length	9.2284946
Min length	7

Characters and Unicode

Total characters	3433
Distinct characters	12
Distinct categories	3 ?
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	356 ?
Unique (%)	95.7%

Sample

1st row	757-5121
2nd row	779-5000
3rd row	318-0056
4th row	777-8434
5th row	777-6681

Value	Count	Frequency (%)
02-6049-4051	5	1.3%
1588-7726	3	0.8%
318-0056	2	0.5%
776-7788	2	0.5%
07043361824	2	0.5%
779-0166	2	0.5%
779-0303	1	0.3%
02-723-5425	1	0.3%
756-0453	1	0.3%
027541003	1	0.3%
Other values (354)	354	94.7%

Most occurring characters

Value	Count	Frequency (%)
7	572	16.7%
0	471	13.7%
2	424	12.4%
-	402	11.7%
3	297	8.7%
5	291	8.5%
1	246	7.2%
8	226	6.6%
6	208	6.1%
4	157	4.6%
Other values (2)	139	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3028	88.2%
Dash Punctuation	402	11.7%
Space Separator	3	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	572	18.9%
0	471	15.6%
2	424	14.0%
3	297	9.8%
5	291	9.6%
1	246	8.1%
8	226	7.5%
6	208	6.9%
4	157	5.2%
9	136	4.5%

Dash Punctuation

Value	Count	Frequency (%)
-	402	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3433	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	572	16.7%
0	471	13.7%
2	424	12.4%
-	402	11.7%
3	297	8.7%
5	291	8.5%
1	246	7.2%
8	226	6.6%
6	208	6.1%
4	157	4.6%
Other values (2)	139	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3433	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	572	16.7%
0	471	13.7%
2	424	12.4%
-	402	11.7%
3	297	8.7%
5	291	8.5%
1	246	7.2%
8	226	6.6%
6	208	6.1%
4	157	4.6%
Other values (2)	139	4.0%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

소재지우편번호
Text

MISSING

Distinct	109
Distinct (%)	29.5%
Missing	133
Missing (%)	26.4%
Memory size	4.1 KiB

Length

Max length	7
Median length	6
Mean length	6.027027
Min length	6

Characters and Unicode

Total characters	2230
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	58 ?
Unique (%)	15.7%

Sample

1st row	100013
2nd row	100810
3rd row	100826
4th row	100180
5th row	100170

Value	Count	Frequency (%)
100170	63	17.0%
100180	26	7.0%
100814	24	6.5%
100101	18	4.9%
100813	13	3.5%
100080	9	2.4%
100130	7	1.9%
100736	7	1.9%
100191	7	1.9%
100011	7	1.9%
Other values (99)	189	51.1%

Most occurring characters

Value	Count	Frequency (%)
0	970	43.5%
1	641	28.7%
8	174	7.8%
7	108	4.8%
4	71	3.2%
2	64	2.9%
3	62	2.8%
6	55	2.5%
5	43	1.9%
9	32	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2220	99.6%
Dash Punctuation	10	0.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	970	43.7%
1	641	28.9%
8	174	7.8%
7	108	4.9%
4	71	3.2%
2	64	2.9%
3	62	2.8%
6	55	2.5%
5	43	1.9%
9	32	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2230	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	970	43.5%
1	641	28.7%
8	174	7.8%
7	108	4.8%
4	71	3.2%
2	64	2.9%
3	62	2.8%
6	55	2.5%
5	43	1.9%
9	32	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2230	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	970	43.5%
1	641	28.7%
8	174	7.8%
7	108	4.8%
4	71	3.2%
2	64	2.9%
3	62	2.8%
6	55	2.5%
5	43	1.9%
9	32	1.4%

지번주소
Text

Distinct	467
Distinct (%)	92.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

Max length	50
Median length	38
Mean length	27.510934
Min length	15

Characters and Unicode

Total characters	13838
Distinct characters	242
Distinct categories	10 ?
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	447 ?
Unique (%)	88.9%

Sample

1st row	서울특별시 중구 충무로3가 60-14번지
2nd row	서울특별시 중구 명동2가 83-5번지
3rd row	서울특별시 중구 신당동 340-77번지
4th row	서울특별시 중구 다동 88-0번지
5th row	서울특별시 중구 무교동 1번지 효령빌딩 806호

Value	Count	Frequency (%)
서울특별시	503	18.4%
중구	502	18.4%
무교동	79	2.9%
서소문동	67	2.5%
다동	56	2.0%
태평로1가	30	1.1%
태평로2가	22	0.8%
신당동	21	0.8%
순화동	17	0.6%
광일빌딩	16	0.6%
Other values (745)	1421	52.0%

Most occurring characters

Value	Count	Frequency (%)
	2585	18.7%
1	691	5.0%
서	588	4.2%
울	517	3.7%
중	511	3.7%
시	509	3.7%
별	507	3.7%
구	507	3.7%
특	503	3.6%
2	425	3.1%
Other values (232)	6495	46.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7995	57.8%
Decimal Number	2741	19.8%
Space Separator	2585	18.7%
Dash Punctuation	363	2.6%
Lowercase Letter	99	0.7%
Uppercase Letter	30	0.2%
Close Punctuation	11	0.1%
Open Punctuation	11	0.1%
Other Punctuation	2	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	588	7.4%
울	517	6.5%
중	511	6.4%
시	509	6.4%
별	507	6.3%
구	507	6.3%
특	503	6.3%
동	415	5.2%
지	413	5.2%
번	367	4.6%
Other values (194)	3158	39.5%

Lowercase Letter

Value	Count	Frequency (%)
e	30	30.3%
n	13	13.1%
a	11	11.1%
r	10	10.1%
t	10	10.1%
c	10	10.1%
l	9	9.1%
i	3	3.0%
s	1	1.0%
h	1	1.0%

Decimal Number

Value	Count	Frequency (%)
1	691	25.2%
2	425	15.5%
0	402	14.7%
3	284	10.4%
5	249	9.1%
7	169	6.2%
6	133	4.9%
9	131	4.8%
4	129	4.7%
8	128	4.7%

Uppercase Letter

Value	Count	Frequency (%)
C	10	33.3%
P	9	30.0%
B	2	6.7%
S	2	6.7%
D	2	6.7%
F	1	3.3%
K	1	3.3%
N	1	3.3%
T	1	3.3%
Y	1	3.3%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	2585	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	363	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	11	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	11	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7995	57.8%
Common	5714	41.3%
Latin	129	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	588	7.4%
울	517	6.5%
중	511	6.4%
시	509	6.4%
별	507	6.3%
구	507	6.3%
특	503	6.3%
동	415	5.2%
지	413	5.2%
번	367	4.6%
Other values (194)	3158	39.5%

Latin

Value	Count	Frequency (%)
e	30	23.3%
n	13	10.1%
a	11	8.5%
r	10	7.8%
t	10	7.8%
C	10	7.8%
c	10	7.8%
P	9	7.0%
l	9	7.0%
i	3	2.3%
Other values (11)	14	10.9%

Common

Value	Count	Frequency (%)
	2585	45.2%
1	691	12.1%
2	425	7.4%
0	402	7.0%
-	363	6.4%
3	284	5.0%
5	249	4.4%
7	169	3.0%
6	133	2.3%
9	131	2.3%
Other values (7)	282	4.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7995	57.8%
ASCII	5843	42.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2585	44.2%
1	691	11.8%
2	425	7.3%
0	402	6.9%
-	363	6.2%
3	284	4.9%
5	249	4.3%
7	169	2.9%
6	133	2.3%
9	131	2.2%
Other values (28)	411	7.0%

Hangul

Value	Count	Frequency (%)
서	588	7.4%
울	517	6.5%
중	511	6.4%
시	509	6.4%
별	507	6.3%
구	507	6.3%
특	503	6.3%
동	415	5.2%
지	413	5.2%
번	367	4.6%
Other values (194)	3158	39.5%

도로명주소
Text

MISSING

Distinct	466
Distinct (%)	97.5%
Missing	25
Missing (%)	5.0%
Memory size	4.1 KiB

Length

Max length	61
Median length	49
Mean length	34.186192
Min length	22

Characters and Unicode

Total characters	16341
Distinct characters	254
Distinct categories	10 ?
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	454 ?
Unique (%)	95.0%

Sample

1st row	서울특별시 중구 명동길 14 (명동2가)
2nd row	서울특별시 중구 다산로 156 (신당동)
3rd row	서울특별시 중구 남대문로 117 (다동)
4th row	서울특별시 중구 무교로 32, 806호 (무교동,효령빌딩)
5th row	서울특별시 중구 삼일대로 363, 1층 1호 (장교동, 장교빌딩)

Value	Count	Frequency (%)
서울특별시	478	15.8%
중구	477	15.8%
서소문로	69	2.3%
무교로	57	1.9%
다동	37	1.2%
15	34	1.1%
다동길	34	1.1%
퇴계로	32	1.1%
서소문동	30	1.0%
무교동	26	0.9%
Other values (768)	1744	57.8%

Most occurring characters

Value	Count	Frequency (%)
	2795	17.1%
1	673	4.1%
서	637	3.9%
,	554	3.4%
로	548	3.4%
울	493	3.0%
중	489	3.0%
별	488	3.0%
시	487	3.0%
(	486	3.0%
Other values (244)	8691	53.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9136	55.9%
Space Separator	2795	17.1%
Decimal Number	2733	16.7%
Other Punctuation	555	3.4%
Open Punctuation	486	3.0%
Close Punctuation	486	3.0%
Lowercase Letter	72	0.4%
Dash Punctuation	51	0.3%
Uppercase Letter	26	0.2%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	637	7.0%
로	548	6.0%
울	493	5.4%
중	489	5.4%
별	488	5.3%
시	487	5.3%
구	481	5.3%
특	478	5.2%
동	478	5.2%
호	337	3.7%
Other values (205)	4220	46.2%

Lowercase Letter

Value	Count	Frequency (%)
e	21	29.2%
n	10	13.9%
a	8	11.1%
t	7	9.7%
r	7	9.7%
c	7	9.7%
l	6	8.3%
i	3	4.2%
s	1	1.4%
h	1	1.4%

Uppercase Letter

Value	Count	Frequency (%)
C	7	26.9%
P	6	23.1%
B	2	7.7%
S	2	7.7%
D	2	7.7%
K	2	7.7%
F	1	3.8%
O	1	3.8%
Y	1	3.8%
T	1	3.8%

Decimal Number

Value	Count	Frequency (%)
1	673	24.6%
0	434	15.9%
2	353	12.9%
3	278	10.2%
5	216	7.9%
4	178	6.5%
6	172	6.3%
8	145	5.3%
9	144	5.3%
7	140	5.1%

Other Punctuation

Value	Count	Frequency (%)
,	554	99.8%
/	1	0.2%

Space Separator

Value	Count	Frequency (%)
	2795	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	486	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	486	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	51	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9136	55.9%
Common	7107	43.5%
Latin	98	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	637	7.0%
로	548	6.0%
울	493	5.4%
중	489	5.4%
별	488	5.3%
시	487	5.3%
구	481	5.3%
특	478	5.2%
동	478	5.2%
호	337	3.7%
Other values (205)	4220	46.2%

Latin

Value	Count	Frequency (%)
e	21	21.4%
n	10	10.2%
a	8	8.2%
t	7	7.1%
C	7	7.1%
r	7	7.1%
c	7	7.1%
l	6	6.1%
P	6	6.1%
i	3	3.1%
Other values (12)	16	16.3%

Common

Value	Count	Frequency (%)
	2795	39.3%
1	673	9.5%
,	554	7.8%
(	486	6.8%
)	486	6.8%
0	434	6.1%
2	353	5.0%
3	278	3.9%
5	216	3.0%
4	178	2.5%
Other values (7)	654	9.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9136	55.9%
ASCII	7205	44.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2795	38.8%
1	673	9.3%
,	554	7.7%
(	486	6.7%
)	486	6.7%
0	434	6.0%
2	353	4.9%
3	278	3.9%
5	216	3.0%
4	178	2.5%
Other values (29)	752	10.4%

Hangul

Value	Count	Frequency (%)
서	637	7.0%
로	548	6.0%
울	493	5.4%
중	489	5.4%
별	488	5.3%
시	487	5.3%
구	481	5.3%
특	478	5.2%
동	478	5.2%
호	337	3.7%
Other values (205)	4220	46.2%

도로명우편번호
Text

MISSING

Distinct	73
Distinct (%)	37.6%
Missing	309
Missing (%)	61.4%
Memory size	4.1 KiB

Length

Max length	7
Median length	5
Mean length	5.1237113
Min length	5

Characters and Unicode

Total characters	994
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	42 ?
Unique (%)	21.6%

Sample

1st row	100-760
2nd row	04523
3rd row	04527
4th row	04631
5th row	04538

Value	Count	Frequency (%)
04521	21	10.8%
04522	21	10.8%
04520	14	7.2%
04516	13	6.7%
04513	12	6.2%
04519	6	3.1%
04537	5	2.6%
04615	4	2.1%
04526	4	2.1%
04561	3	1.5%
Other values (63)	91	46.9%

Most occurring characters

Value	Count	Frequency (%)
0	256	25.8%
4	189	19.0%
5	182	18.3%
1	115	11.6%
2	99	10.0%
3	50	5.0%
6	47	4.7%
7	25	2.5%
9	16	1.6%
8	14	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	993	99.9%
Dash Punctuation	1	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	256	25.8%
4	189	19.0%
5	182	18.3%
1	115	11.6%
2	99	10.0%
3	50	5.0%
6	47	4.7%
7	25	2.5%
9	16	1.6%
8	14	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	994	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	256	25.8%
4	189	19.0%
5	182	18.3%
1	115	11.6%
2	99	10.0%
3	50	5.0%
6	47	4.7%
7	25	2.5%
9	16	1.6%
8	14	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	994	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	256	25.8%
4	189	19.0%
5	182	18.3%
1	115	11.6%
2	99	10.0%
3	50	5.0%
6	47	4.7%
7	25	2.5%
9	16	1.6%
8	14	1.4%

사업장명
Text

Distinct	497
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

Max length	29
Median length	16
Mean length	8.55666
Min length	3

Characters and Unicode

Total characters	4304
Distinct characters	386
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	491 ?
Unique (%)	97.6%

Sample

1st row	(주)서울태양관광
2nd row	(주)코스모스여행사 (국내)
3rd row	로마관광여행사
4th row	금융여행사 (국내)
5th row	(주)청아여행사

Value	Count	Frequency (%)
국내	28	5.0%
주식회사	22	3.9%
주)여행파워	2	0.4%
주)동산항공여행사	2	0.4%
투어	2	0.4%
주)신우리	2	0.4%
여행사	2	0.4%
주)더존세계여행	2	0.4%
주)교원나라여행사	2	0.4%
캠핑톡	2	0.4%
Other values (499)	499	88.3%

Most occurring characters

Value	Count	Frequency (%)
)	435	10.1%
(	434	10.1%
주	434	10.1%
행	175	4.1%
여	174	4.0%
사	150	3.5%
어	131	3.0%
투	118	2.7%
스	103	2.4%
이	101	2.3%
Other values (376)	2049	47.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3328	77.3%
Close Punctuation	435	10.1%
Open Punctuation	434	10.1%
Space Separator	62	1.4%
Uppercase Letter	32	0.7%
Other Punctuation	7	0.2%
Lowercase Letter	6	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	434	13.0%
행	175	5.3%
여	174	5.2%
사	150	4.5%
어	131	3.9%
투	118	3.5%
스	103	3.1%
이	101	3.0%
트	57	1.7%
리	56	1.7%
Other values (348)	1829	55.0%

Uppercase Letter

Value	Count	Frequency (%)
O	4	12.5%
T	4	12.5%
L	3	9.4%
H	2	6.2%
E	2	6.2%
N	2	6.2%
Y	2	6.2%
R	2	6.2%
P	2	6.2%
C	2	6.2%
Other values (7)	7	21.9%

Lowercase Letter

Value	Count	Frequency (%)
o	2	33.3%
t	1	16.7%
d	1	16.7%
r	1	16.7%
u	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
.	4	57.1%
&	2	28.6%
,	1	14.3%

Close Punctuation

Value	Count	Frequency (%)
)	435	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	434	100.0%

Space Separator

Value	Count	Frequency (%)
	62	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3328	77.3%
Common	938	21.8%
Latin	38	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	434	13.0%
행	175	5.3%
여	174	5.2%
사	150	4.5%
어	131	3.9%
투	118	3.5%
스	103	3.1%
이	101	3.0%
트	57	1.7%
리	56	1.7%
Other values (348)	1829	55.0%

Latin

Value	Count	Frequency (%)
O	4	10.5%
T	4	10.5%
L	3	7.9%
H	2	5.3%
E	2	5.3%
N	2	5.3%
Y	2	5.3%
R	2	5.3%
P	2	5.3%
C	2	5.3%
Other values (12)	13	34.2%

Common

Value	Count	Frequency (%)
)	435	46.4%
(	434	46.3%
	62	6.6%
.	4	0.4%
&	2	0.2%
,	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3328	77.3%
ASCII	976	22.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
)	435	44.6%
(	434	44.5%
	62	6.4%
.	4	0.4%
O	4	0.4%
T	4	0.4%
L	3	0.3%
H	2	0.2%
E	2	0.2%
N	2	0.2%
Other values (18)	24	2.5%

Hangul

Value	Count	Frequency (%)
주	434	13.0%
행	175	5.3%
여	174	5.2%
사	150	4.5%
어	131	3.9%
투	118	3.5%
스	103	3.1%
이	101	3.0%
트	57	1.7%
리	56	1.7%
Other values (348)	1829	55.0%

최종수정일자
Date

Distinct	461
Distinct (%)	91.7%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Minimum	2003-02-11 18:21:03
Maximum	2024-04-26 15:35:38

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

I	345
U	158

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	345	68.6%
U	158	31.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	345	68.6%
u	158	31.4%

데이터갱신일자
Date

Distinct	118
Distinct (%)	23.5%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-03 22:08:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	236
Distinct (%)	48.6%
Missing	17
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	198459.41

Minimum	196948.93
Maximum	202545.47
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	196948.93
5-th percentile	197346.66
Q1	197836.4
median	198127.73
Q3	198740.41
95-th percentile	200749.84
Maximum	202545.47
Range	5596.5406
Interquartile range (IQR)	904.00334

Descriptive statistics

Standard deviation	1028.065
Coefficient of variation (CV)	0.0051802282
Kurtosis	1.7769333
Mean	198459.41
Median Absolute Deviation (MAD)	358.62752
Skewness	1.491733
Sum	96451273
Variance	1056917.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198068.059896866	23	4.6%
198137.354306134	19	3.8%
198306.905839189	15	3.0%
198126.501924718	12	2.4%
198193.534402364	9	1.8%
198345.02215434	9	1.8%
197346.664858178	9	1.8%
197579.6119606	9	1.8%
197547.543646515	8	1.6%
198022.867186292	8	1.6%
Other values (226)	365	72.6%
(Missing)	17	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
196948.933328771	3	0.6%
197070.624369936	1	0.2%
197133.181826761	3	0.6%
197134.048708388	1	0.2%
197174.591536243	1	0.2%
197181.850707674	1	0.2%
197190.49516568	1	0.2%
197223.229968607	2	0.4%
197249.357745588	4	0.8%
197346.664858178	9	1.8%

Value	Count	Frequency (%)
202545.473910742	1	0.2%
201947.084297972	1	0.2%
201823.908977364	1	0.2%
201775.682523178	1	0.2%
201726.806519228	1	0.2%
201601.786168123	1	0.2%
201519.03893724	2	0.4%
201442.039019479	1	0.2%
201390.623455546	2	0.4%
201374.79637073	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	236
Distinct (%)	48.6%
Missing	17
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	451354.34

Minimum	446358.23
Maximum	452076.82
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	446358.23
5-th percentile	450603.62
Q1	451145.23
median	451395.15
Q3	451677.07
95-th percentile	451812.79
Maximum	452076.82
Range	5718.5931
Interquartile range (IQR)	531.83086

Descriptive statistics

Standard deviation	444.81608
Coefficient of variation (CV)	0.00098551414
Kurtosis	32.291381
Mean	451354.34
Median Absolute Deviation (MAD)	272.61469
Skewness	-3.4604052
Sum	2.1935821 × 10⁸
Variance	197861.35
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
451666.732613608	23	4.6%
451759.123871901	19	3.8%
451808.098341971	15	3.0%
451827.973207366	12	2.4%
451650.955791238	9	1.8%
451737.693394501	9	1.8%
451164.44975357	9	1.8%
451207.320313674	9	1.8%
451134.996404518	8	1.6%
451667.760091673	8	1.6%
Other values (226)	365	72.6%
(Missing)	17	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
446358.22557289	1	0.2%
449638.824308081	1	0.2%
449902.521645762	1	0.2%
450055.576353969	1	0.2%
450194.738675235	1	0.2%
450276.693544934	1	0.2%
450297.447516002	1	0.2%
450309.162582147	1	0.2%
450359.729461238	1	0.2%
450361.506112161	1	0.2%

Value	Count	Frequency (%)
452076.818664092	1	0.2%
451908.357632586	2	0.4%
451847.338754039	1	0.2%
451842.045761983	7	1.4%
451827.973207366	12	2.4%
451817.515366883	1	0.2%
451814.35044652	1	0.2%
451808.098341971	15	3.0%
451800.726494393	5	1.0%
451793.472953086	1	0.2%

문화체육업종명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

국내여행업	440
<NA>	63

Length

Max length	5
Median length	5
Mean length	4.8747515
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국내여행업	440	87.5%
<NA>	63	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	440	87.5%
na	63	12.5%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

관광사업	308
<NA>	195

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	관광사업
4th row	관광사업
5th row	관광사업

Common Values

Value	Count	Frequency (%)
관광사업	308	61.2%
<NA>	195	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
관광사업	308	61.2%
na	195	38.8%

지역구분명
Text

MISSING

Distinct	2
Distinct (%)	50.0%
Missing	499
Missing (%)	99.2%
Memory size	4.1 KiB

Length

Max length	6
Median length	4
Mean length	4.5
Min length	4

Characters and Unicode

Total characters	18
Distinct characters	6
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	1 ?
Unique (%)	25.0%

Sample

1st row	상업지역
2nd row	일반상업지역
3rd row	상업지역
4th row	상업지역

Value	Count	Frequency (%)
상업지역	3	75.0%
일반상업지역	1	25.0%

Most occurring characters

Value	Count	Frequency (%)
상	4	22.2%
업	4	22.2%
지	4	22.2%
역	4	22.2%
일	1	5.6%
반	1	5.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
상	4	22.2%
업	4	22.2%
지	4	22.2%
역	4	22.2%
일	1	5.6%
반	1	5.6%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
상	4	22.2%
업	4	22.2%
지	4	22.2%
역	4	22.2%
일	1	5.6%
반	1	5.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
상	4	22.2%
업	4	22.2%
지	4	22.2%
역	4	22.2%
일	1	5.6%
반	1	5.6%

총층수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

0	435
<NA>	63
13	2
7	1
4	1

Length

Max length	4
Median length	1
Mean length	1.3797217
Min length	1

Unique

Unique	3 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
0	435	86.5%
<NA>	63	12.5%
13	2	0.4%
7	1	0.2%
4	1	0.2%
1	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	435	86.5%
na	63	12.5%
13	2	0.4%
7	1	0.2%
4	1	0.2%
1	1	0.2%

주변환경명
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	502
Missing (%)	99.8%
Memory size	4.1 KiB

Length

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

Characters and Unicode

Total characters	2
Distinct characters	2
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	1 ?
Unique (%)	100.0%

Sample

1st row	기타

Value	Count	Frequency (%)
기타	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
기	1	50.0%
타	1	50.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	1	50.0%
타	1	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	1	50.0%
타	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	1	50.0%
타	1	50.0%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

보험기관명
Categorical

Distinct	39
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	239
여행공제회	67
서울보증보험	52
서울보증보험(2천만원)	49
여행공제회(2천만원)	16
Other values (34)	80

Length

Max length	19
Median length	18
Mean length	6.554672
Min length	4

Unique

Unique	20 ?
Unique (%)	4.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	239	47.5%
여행공제회	67	13.3%
서울보증보험	52	10.3%
서울보증보험(2천만원)	49	9.7%
여행공제회(2천만원)	16	3.2%
서울보증보험(2천만)	14	2.8%
한국관광협회	7	1.4%
서울보증보험(3천만원)	7	1.4%
관광공제회(2천만원)	5	1.0%
서울보증보험주식회사	4	0.8%
Other values (29)	43	8.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	239	47.2%
여행공제회	70	13.8%
서울보증보험	52	10.3%
서울보증보험(2천만원	49	9.7%
여행공제회(2천만원	16	3.2%
서울보증보험(2천만	14	2.8%
한국관광협회	7	1.4%
서울보증보험(3천만원	7	1.4%
관광공제회(2천만원	5	1.0%
서울보증보험주식회사	4	0.8%
Other values (29)	43	8.5%

건물용도명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	464
사무실	31
근린생활시설	7
유통시설	1

Length

Max length	6
Median length	4
Mean length	3.9662028
Min length	3

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	464	92.2%
사무실	31	6.2%
근린생활시설	7	1.4%
유통시설	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	464	92.2%
사무실	31	6.2%
근린생활시설	7	1.4%
유통시설	1	0.2%

지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	1.6%
Missing	63
Missing (%)	12.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.072727273

Minimum	0
Maximum	12
Zeros	434
Zeros (%)	86.3%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.74196183
Coefficient of variation (CV)	10.201975
Kurtosis	175.60412
Mean	0.072727273
Median Absolute Deviation (MAD)	0
Skewness	12.521799
Sum	32
Variance	0.55050735
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	434	86.3%
7	1	0.2%
5	1	0.2%
12	1	0.2%
3	1	0.2%
4	1	0.2%
1	1	0.2%
(Missing)	63	12.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	434	86.3%
1	1	0.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%
7	1	0.2%
12	1	0.2%

Value	Count	Frequency (%)
12	1	0.2%
7	1	0.2%
5	1	0.2%
4	1	0.2%
3	1	0.2%
1	1	0.2%
0	434	86.3%

지하층수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

0	439
<NA>	63
1	1

Length

Max length	4
Median length	1
Mean length	1.3757455
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	439	87.3%
<NA>	63	12.5%
1	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	439	87.3%
na	63	12.5%
1	1	0.2%

객실수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

0	440
<NA>	63

Length

Max length	4
Median length	1
Mean length	1.3757455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	440	87.5%
<NA>	63	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	440	87.5%
na	63	12.5%

건축연면적
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

0	440
<NA>	63

Length

Max length	4
Median length	1
Mean length	1.3757455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	440	87.5%
<NA>	63	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	440	87.5%
na	63	12.5%

영문상호명
Text

MISSING

Distinct	11
Distinct (%)	100.0%
Missing	492
Missing (%)	97.8%
Memory size	4.1 KiB

Length

Max length	40
Median length	21
Mean length	17.636364
Min length	1

Characters and Unicode

Total characters	194
Distinct characters	39
Distinct categories	5 ?
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	11 ?
Unique (%)	100.0%

Sample

1st row	4
2nd row	ES TOUR Co,. Ltd
3rd row	2
4th row	NONI Tour Co., Ltd.
5th row	Eversky Co., Ltd.

Value	Count	Frequency (%)
co	7	18.4%
ltd	7	18.4%
travel	4	10.5%
tour	3	7.9%
4	1	2.6%
wise	1	2.6%
coop	1	2.6%
agencies	1	2.6%
of	1	2.6%
federation	1	2.6%
Other values (11)	11	28.9%

Most occurring characters

Value	Count	Frequency (%)
	27	13.9%
.	14	7.2%
o	11	5.7%
C	10	5.2%
T	10	5.2%
L	10	5.2%
E	9	4.6%
O	8	4.1%
,	8	4.1%
d	7	3.6%
Other values (29)	80	41.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	82	42.3%
Lowercase Letter	61	31.4%
Space Separator	27	13.9%
Other Punctuation	22	11.3%
Decimal Number	2	1.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	10	12.2%
T	10	12.2%
L	10	12.2%
E	9	11.0%
O	8	9.8%
R	5	6.1%
A	5	6.1%
D	4	4.9%
N	4	4.9%
I	3	3.7%
Other values (10)	14	17.1%

Lowercase Letter

Value	Count	Frequency (%)
o	11	18.0%
d	7	11.5%
t	7	11.5%
r	7	11.5%
a	5	8.2%
e	5	8.2%
u	3	4.9%
v	3	4.9%
s	3	4.9%
l	3	4.9%
Other values (4)	7	11.5%

Other Punctuation

Value	Count	Frequency (%)
.	14	63.6%
,	8	36.4%

Decimal Number

Value	Count	Frequency (%)
4	1	50.0%
2	1	50.0%

Space Separator

Value	Count	Frequency (%)
	27	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	143	73.7%
Common	51	26.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	11	7.7%
C	10	7.0%
T	10	7.0%
L	10	7.0%
E	9	6.3%
O	8	5.6%
d	7	4.9%
t	7	4.9%
r	7	4.9%
R	5	3.5%
Other values (24)	59	41.3%

Common

Value	Count	Frequency (%)
	27	52.9%
.	14	27.5%
,	8	15.7%
4	1	2.0%
2	1	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	194	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	27	13.9%
.	14	7.2%
o	11	5.7%
C	10	5.2%
T	10	5.2%
L	10	5.2%
E	9	4.6%
O	8	4.1%
,	8	4.1%
d	7	3.6%
Other values (29)	80	41.2%

영문상호주소
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	494
Domestic travel business	4
Domestic Travel Business	3
DOMESTIC TRAVEL BUSINESS	2

Length

Max length	24
Median length	4
Mean length	4.3578529
Min length	4

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>	494	98.2%
Domestic travel business	4	0.8%
Domestic Travel Business	3	0.6%
DOMESTIC TRAVEL BUSINESS	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	494	94.8%
domestic	9	1.7%
travel	9	1.7%
business	9	1.7%

선박총톤수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

0	440
<NA>	63

Length

Max length	4
Median length	1
Mean length	1.3757455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	440	87.5%
<NA>	63	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	440	87.5%
na	63	12.5%

선박척수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

0	440
<NA>	63

Length

Max length	4
Median length	1
Mean length	1.3757455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	440	87.5%
<NA>	63	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	440	87.5%
na	63	12.5%

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

무대면적
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

0	440
<NA>	63

Length

Max length	4
Median length	1
Mean length	1.3757455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	440	87.5%
<NA>	63	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	440	87.5%
na	63	12.5%

좌석수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

0	440
<NA>	63

Length

Max length	4
Median length	1
Mean length	1.3757455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	440	87.5%
<NA>	63	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	440	87.5%
na	63	12.5%

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

회의실별동시수용인원
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

0	440
<NA>	63

Length

Max length	4
Median length	1
Mean length	1.3757455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	440	87.5%
<NA>	63	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	440	87.5%
na	63	12.5%

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	38
Distinct (%)	8.6%
Missing	63
Missing (%)	12.5%
Infinite	0
Infinite (%)	0.0%
Mean	5.2639773

Minimum	0
Maximum	943.92
Zeros	403
Zeros (%)	80.1%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	25.0595
Maximum	943.92
Range	943.92
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	46.939464
Coefficient of variation (CV)	8.91711
Kurtosis	366.64244
Mean	5.2639773
Median Absolute Deviation (MAD)	0
Skewness	18.449129
Sum	2316.15
Variance	2203.3133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0.0	403	80.1%
17.0	1	0.2%
13.2	1	0.2%
43.74	1	0.2%
6.6	1	0.2%
11.9	1	0.2%
42.78	1	0.2%
9.97	1	0.2%
46.09	1	0.2%
15.0	1	0.2%
Other values (28)	28	5.6%
(Missing)	63	12.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	403	80.1%
1.3	1	0.2%
2.64	1	0.2%
3.3	1	0.2%
6.0	1	0.2%
6.6	1	0.2%
7.0	1	0.2%
9.97	1	0.2%
11.9	1	0.2%
13.2	1	0.2%

Value	Count	Frequency (%)
943.92	1	0.2%
165.29	1	0.2%
88.0	1	0.2%
75.9	1	0.2%
68.0	1	0.2%
67.87	1	0.2%
66.0	1	0.2%
65.37	1	0.2%
62.51	1	0.2%
59.5	1	0.2%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

놀이시설수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

0	440
<NA>	63

Length

Max length	4
Median length	1
Mean length	1.3757455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	440	87.5%
<NA>	63	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	440	87.5%
na	63	12.5%

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

기획여행보험시작일자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	501
20131119	1
20140807	1

Length

Max length	8
Median length	4
Mean length	4.0159046
Min length	4

Unique

Unique	2 ?
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>	501	99.6%
20131119	1	0.2%
20140807	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	501	99.6%
20131119	1	0.2%
20140807	1	0.2%

기획여행보험종료일자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	501
20141118	1
20150806	1

Length

Max length	8
Median length	4
Mean length	4.0159046
Min length	4

Unique

Unique	2 ?
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>	501	99.6%
20141118	1	0.2%
20150806	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	501	99.6%
20141118	1	0.2%
20150806	1	0.2%

자본금
Real number (ℝ)

MISSING ZEROS

Distinct	53
Distinct (%)	12.0%
Missing	63
Missing (%)	12.5%
Infinite	0
Infinite (%)	0.0%
Mean	76188222

Minimum	0
Maximum	1.92385 × 10⁹
Zeros	160
Zeros (%)	31.8%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	50000000
Q3	1.5 × 10⁸
95-th percentile	1.5 × 10⁸
Maximum	1.92385 × 10⁹
Range	1.92385 × 10⁹
Interquartile range (IQR)	1.5 × 10⁸

Descriptive statistics

Standard deviation	1.4170759 × 10⁸
Coefficient of variation (CV)	1.8599671
Kurtosis	92.053074
Mean	76188222
Median Absolute Deviation (MAD)	50000000
Skewness	8.2242728
Sum	3.3522818 × 10¹⁰
Variance	2.008104 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	160	31.8%
150000000	96	19.1%
50000000	57	11.3%
100000000	27	5.4%
30000000	24	4.8%
90000000	11	2.2%
200000000	10	2.0%
15000000	7	1.4%
60000000	3	0.6%
500000000	2	0.4%
Other values (43)	43	8.5%
(Missing)	63	12.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	160	31.8%
5000000	1	0.2%
15000000	7	1.4%
16000000	1	0.2%
19766953	1	0.2%
22000000	1	0.2%
23774803	1	0.2%
30000000	24	4.8%
30013361	1	0.2%
36216961	1	0.2%

Value	Count	Frequency (%)
1923850000	1	0.2%
1500000000	1	0.2%
1000000000	1	0.2%
500000000	2	0.4%
430000000	1	0.2%
390000000	1	0.2%
350000000	1	0.2%
300000000	1	0.2%
232979686	1	0.2%
200000000	10	2.0%

보험시작일자
Real number (ℝ)

MISSING

Distinct	257
Distinct (%)	95.2%
Missing	233
Missing (%)	46.3%
Infinite	0
Infinite (%)	0.0%
Mean	20131968

Minimum	20030326
Maximum	20210904
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	20030326
5-th percentile	20045168
Q1	20080796
median	20140156
Q3	20187871
95-th percentile	20210602
Maximum	20210904
Range	180578
Interquartile range (IQR)	107075.75

Descriptive statistics

Standard deviation	55107.376
Coefficient of variation (CV)	0.002737307
Kurtosis	-1.2805111
Mean	20131968
Median Absolute Deviation (MAD)	50247
Skewness	-0.061207413
Sum	5.4356313 × 10⁹
Variance	3.0368229 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20090904	2	0.4%
20210601	2	0.4%
20210706	2	0.4%
20190823	2	0.4%
20150407	2	0.4%
20150310	2	0.4%
20140701	2	0.4%
20090728	2	0.4%
20100210	2	0.4%
20050531	2	0.4%
Other values (247)	250	49.7%
(Missing)	233	46.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030326	1	0.2%
20031007	1	0.2%
20031009	1	0.2%
20040130	1	0.2%
20040407	1	0.2%
20040424	1	0.2%
20040430	1	0.2%
20040712	1	0.2%
20040802	1	0.2%
20040824	1	0.2%

Value	Count	Frequency (%)
20210904	1	0.2%
20210826	1	0.2%
20210813	1	0.2%
20210728	1	0.2%
20210716	1	0.2%
20210706	2	0.4%
20210628	1	0.2%
20210627	1	0.2%
20210626	1	0.2%
20210624	1	0.2%

보험종료일자
Real number (ℝ)

MISSING

Distinct	258
Distinct (%)	95.9%
Missing	234
Missing (%)	46.5%
Infinite	0
Infinite (%)	0.0%
Mean	20142605

Minimum	20040326
Maximum	20220903
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	20040326
5-th percentile	20060111
Q1	20091007
median	20150211
Q3	20200314
95-th percentile	20220573
Maximum	20220903
Range	180577
Interquartile range (IQR)	109307

Descriptive statistics

Standard deviation	55048.376
Coefficient of variation (CV)	0.0027329323
Kurtosis	-1.2928009
Mean	20142605
Median Absolute Deviation (MAD)	50197
Skewness	-0.059157877
Sum	5.4183607 × 10⁹
Variance	3.0303237 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20060531	2	0.4%
20220627	2	0.4%
20220326	2	0.4%
20220531	2	0.4%
20100904	2	0.4%
20120719	2	0.4%
20200822	2	0.4%
20120211	2	0.4%
20100727	2	0.4%
20160406	2	0.4%
Other values (248)	249	49.5%
(Missing)	234	46.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20040326	1	0.2%
20041007	1	0.2%
20050130	1	0.2%
20050406	1	0.2%
20050424	1	0.2%
20050430	1	0.2%
20050711	1	0.2%
20050802	1	0.2%
20050824	1	0.2%
20050901	1	0.2%

Value	Count	Frequency (%)
20220903	1	0.2%
20220825	1	0.2%
20220812	1	0.2%
20220727	1	0.2%
20220716	1	0.2%
20220705	2	0.4%
20220627	2	0.4%
20220625	1	0.2%
20220624	1	0.2%
20220607	1	0.2%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	503
Missing (%)	100.0%
Memory size	4.5 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	33
Distinct (%)	7.5%
Missing	63
Missing (%)	12.5%
Infinite	0
Infinite (%)	0.0%
Mean	5.2659091

Minimum	0
Maximum	944
Zeros	403
Zeros (%)	80.1%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	25.25
Maximum	944
Range	944
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	46.942506
Coefficient of variation (CV)	8.9144163
Kurtosis	366.66743
Mean	5.2659091
Median Absolute Deviation (MAD)	0
Skewness	18.449732
Sum	2317
Variance	2203.5988
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	403	80.1%
17	2	0.4%
46	2	0.4%
7	2	0.4%
3	2	0.4%
68	2	0.4%
44	1	0.2%
12	1	0.2%
43	1	0.2%
10	1	0.2%
Other values (23)	23	4.6%
(Missing)	63	12.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	403	80.1%
1	1	0.2%
3	2	0.4%
6	1	0.2%
7	2	0.4%
10	1	0.2%
12	1	0.2%
13	1	0.2%
15	1	0.2%
17	2	0.4%

Value	Count	Frequency (%)
944	1	0.2%
165	1	0.2%
88	1	0.2%
76	1	0.2%
68	2	0.4%
66	1	0.2%
65	1	0.2%
63	1	0.2%
60	1	0.2%
47	1	0.2%

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	3010000	CDFI2260011985000001	19850703	<NA>	3	폐업	3	폐업	19980711	<NA>	<NA>	<NA>	<NA>	<NA>	100013	서울특별시 중구 충무로3가 60-14번지	<NA>	<NA>	(주)서울태양관광	2003-02-11 18:49:28	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	국내여행업	관광사업	<NA>	0	<NA>	<NA>	<NA>	<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	<NA>	<NA>	<NA>	0
1	3010000	CDFI2260011985000002	19850712	<NA>	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	757-5121	<NA>	100810	서울특별시 중구 명동2가 83-5번지	서울특별시 중구 명동길 14 (명동2가)	<NA>	(주)코스모스여행사 (국내)	2004-06-01 13:40:34	I	2018-08-31 23:59:59.0	<NA>	198418.741656	451237.168596	국내여행업	관광사업	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	100000000	<NA>	<NA>	<NA>	0
2	3010000	CDFI2260011989000001	19890116	<NA>	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	100826	서울특별시 중구 신당동 340-77번지	서울특별시 중구 다산로 156 (신당동)	<NA>	로마관광여행사	2008-11-10 15:22:40	I	2018-08-31 23:59:59.0	<NA>	201032.743203	450590.363474	국내여행업	관광사업	<NA>	0	<NA>	<NA>	<NA>	<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	<NA>	<NA>	<NA>	0
3	3010000	CDFI2260011989000002	19890216	<NA>	3	폐업	3	폐업	19990713	<NA>	<NA>	<NA>	<NA>	<NA>	100180	서울특별시 중구 다동 88-0번지	서울특별시 중구 남대문로 117 (다동)	<NA>	금융여행사 (국내)	2003-03-25 09:43:30	I	2018-08-31 23:59:59.0	<NA>	198367.639005	451720.217971	국내여행업	관광사업	<NA>	0	<NA>	<NA>	<NA>	<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	<NA>	<NA>	<NA>	0
4	3010000	CDFI2260011989000003	19890508	<NA>	3	폐업	3	폐업	19960531	<NA>	<NA>	<NA>	<NA>	<NA>	100170	서울특별시 중구 무교동 1번지 효령빌딩 806호	서울특별시 중구 무교로 32, 806호 (무교동,효령빌딩)	<NA>	(주)청아여행사	2003-02-11 18:21:03	I	2018-08-31 23:59:59.0	<NA>	198126.501925	451827.973207	국내여행업	관광사업	<NA>	0	<NA>	<NA>	<NA>	<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	<NA>	<NA>	<NA>	0
5	3010000	CDFI2260011989000005	1989-07-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	779-5000	<NA>	100-760	서울특별시 중구 장교동 1 장교빌딩1층 1호	서울특별시 중구 삼일대로 363, 1층 1호 (장교동, 장교빌딩)	100-760	(주)광도관광여행사	2023-08-30 15:45:38	U	2022-12-09 00:01:00.0	<NA>	198744.433229	451677.065126	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<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	3010000	CDFI2260011989000006	19890805	<NA>	3	폐업	3	폐업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	100866	서울특별시 중구 필동1가 43-1번지	서울특별시 중구 퇴계로 189 (필동1가)	<NA>	한라관광	2003-02-11 18:49:28	I	2018-08-31 23:59:59.0	<NA>	199297.87659	451025.516575	국내여행업	관광사업	<NA>	0	<NA>	<NA>	<NA>	<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	<NA>	<NA>	<NA>	0
7	3010000	CDFI2260011990000001	19901031	<NA>	4	취소/말소/만료/정지/중지	30	허가취소	<NA>	<NA>	<NA>	<NA>	318-0056	<NA>	100864	서울특별시 중구 태평로2가 69-5번지	서울특별시 중구 세종대로 74 (태평로2가)	<NA>	(주)오륙관광여행사 (국내)	2005-10-25 15:00:48	I	2018-08-31 23:59:59.0	<NA>	197884.488522	451155.804669	국내여행업	관광사업	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15000000	<NA>	<NA>	<NA>	0
8	3010000	CDFI2260011990000002	19901122	<NA>	3	폐업	3	폐업	19990615	<NA>	<NA>	<NA>	<NA>	<NA>	100804	서울특별시 중구 남창동 1-2번지 새로나1층	서울특별시 중구 남대문로 30 (남창동,새로나1층)	<NA>	(주)동신항공여행사 (국내)	2003-03-25 09:49:44	I	2018-08-31 23:59:59.0	<NA>	198079.694295	450952.174489	국내여행업	관광사업	<NA>	0	<NA>	<NA>	<NA>	근린생활시설	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	0
9	3010000	CDFI2260011991000001	19910207	<NA>	3	폐업	3	폐업	19980723	<NA>	<NA>	<NA>	<NA>	<NA>	100120	서울특별시 중구 정동 23-8번지	서울특별시 중구 정동길 2-1 (정동)	<NA>	(주)서울세기관광	2003-02-11 18:49:28	I	2018-08-31 23:59:59.0	<NA>	197223.229969	451744.20001	국내여행업	관광사업	<NA>	0	<NA>	<NA>	<NA>	<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	<NA>	<NA>	<NA>	0

	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
493	3010000	CDFI2260012021000021	2021-09-30	<NA>	5	제외/삭제/전출	15	전출	2024-01-23	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 중구 다동 10 한국관광공사 서울센터 712호	서울특별시 중구 청계천로 40, 한국관광공사 서울센터 712호 (다동)	04521	(주)프랜딧	2024-01-23 09:44:01	U	2023-11-30 22:05:00.0	<NA>	198306.905839	451808.098342	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
494	3010000	CDFI2260012022000001	20210430	<NA>	3	폐업	3	폐업	20220504	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 중구 을지로2가 198 을지 한국빌딩 20층 2013-05호	서울특별시 중구 을지로 50, 을지 한국빌딩 20층 2013-05호 (을지로2가)	04534	로컬콘텐츠랩	2022-05-04 17:00:10	U	2021-12-05 00:07:00.0	<NA>	198459.656305	451484.997004	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
495	3010000	CDFI2260012022000002	20211224	<NA>	3	폐업	3	폐업	20220901	<NA>	<NA>	<NA>	0264100116	<NA>	<NA>	서울특별시 중구 다동 10 한국관광공사 서울센터 814호	서울특별시 중구 청계천로 40, 한국관광공사 서울센터 814호 (다동)	04521	주식회사 두러더	2022-09-07 16:46:34	U	2021-12-09 00:09:00.0	<NA>	198306.905839	451808.098342	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
496	3010000	CDFI2260012022000003	2013-07-12	<NA>	5	제외/삭제/전출	15	전출	2023-03-16	<NA>	<NA>	<NA>	07080641344	<NA>	<NA>	서울특별시 중구 초동 158-5 진영빌딩 5층	서울특별시 중구 퇴계로27길 50, 진영빌딩 5층 (초동)	04555	(주)나라안여행	2023-03-16 17:12:34	U	2022-12-02 23:08:00.0	<NA>	199166.232435	451237.737732	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
497	3010000	CDFI2260012022000004	2018-07-30	<NA>	5	제외/삭제/전출	15	전출	2024-01-23	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 중구 다동 10 한국관광공사 서울센터 12층 1207호	서울특별시 중구 청계천로 40, 한국관광공사 서울센터 12층 1207호 (다동)	04521	(주)필더필	2024-01-23 09:44:45	U	2023-11-30 22:05:00.0	<NA>	198306.905839	451808.098342	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
498	3010000	CDFI2260012022000005	2022-02-15	<NA>	5	제외/삭제/전출	15	전출	2024-04-22	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 중구 다동 10 한국관광공사 서울센터	서울특별시 중구 청계천로 40, 한국관광공사 서울센터 821호 (다동)	04521	(주)와이리	2024-04-22 14:51:09	U	2023-12-03 22:04:00.0	<NA>	198306.905839	451808.098342	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
499	3010000	CDFI2260012023000001	2023-02-08	<NA>	3	폐업	3	폐업	2023-06-28	<NA>	<NA>	<NA>	02-2272-6880	<NA>	<NA>	서울특별시 중구 광희동1가 187-9	서울특별시 중구 을지로44길 21, 501호 (광희동1가)	04561	서울여행사	2023-07-05 11:30:55	U	2022-12-07 00:07:00.0	<NA>	200512.00528	451422.357337	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
500	3010000	CDFI2260012023000002	2023-03-28	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	07080984033	<NA>	<NA>	서울특별시 중구 다동 10 한국관광공사 서울센터	서울특별시 중구 청계천로 40, 한국관광공사 서울센터 7층 8-에이호 (다동)	04521	주식회사 올어바웃	2023-05-31 13:16:22	U	2022-12-06 00:02:00.0	<NA>	198306.905839	451808.098342	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
501	3010000	CDFI2260012023000003	2023-05-09	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2038-3701	<NA>	<NA>	서울특별시 중구 다동 10 한국관광공사 서울센터	서울특별시 중구 청계천로 40, 한국관광공사 서울센터 1010호 (다동)	04521	주식회사 반려생활	2024-01-22 15:07:04	U	2023-11-30 22:04:00.0	<NA>	198306.905839	451808.098342	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
502	3010000	CDFI2260012024000001	2018-06-14	<NA>	4	취소/말소/만료/정지/중지	35	직권말소	2024-04-22	<NA>	<NA>	<NA>	07043361824	<NA>	<NA>	서울특별시 중구 다동 10 한국관광공사 서울센터	서울특별시 중구 청계천로 40, 한국관광공사 서울센터 902호 (다동)	04521	캠핑톡 주식회사	2024-04-22 10:48:32	I	2023-12-03 22:04:00.0	<NA>	198306.905839	451808.098342	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<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)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

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

Lowercase Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator