gimi9 Pandas Profiling

Dataset statistics

Number of variables	60
Number of observations	344
Missing cells	8441
Missing cells (%)	40.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	173.8 KiB
Average record size in memory	517.4 B

Variable types

Categorical	21
Text	8
DateTime	6
Numeric	11
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	서초구
URL	https://data.seoul.go.kr/dataList/OA-17573/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`인허가취소일자` is highly imbalanced (52.6%)	Imbalance
`지역구분명` is highly imbalanced (76.7%)	Imbalance
`주변환경명` is highly imbalanced (73.8%)	Imbalance
`건물용도명` is highly imbalanced (61.0%)	Imbalance
`지하층수` is highly imbalanced (67.0%)	Imbalance
`객실수` is highly imbalanced (85.7%)	Imbalance
`건축연면적` is highly imbalanced (85.7%)	Imbalance
`선박총톤수` is highly imbalanced (85.7%)	Imbalance
`선박척수` is highly imbalanced (85.7%)	Imbalance
`무대면적` is highly imbalanced (85.7%)	Imbalance
`좌석수` is highly imbalanced (85.7%)	Imbalance
`회의실별동시수용인원` is highly imbalanced (85.7%)	Imbalance
`놀이시설수` is highly imbalanced (85.7%)	Imbalance
`폐업일자` has 167 (48.5%) missing values	Missing
`휴업시작일자` has 341 (99.1%) missing values	Missing
`휴업종료일자` has 341 (99.1%) missing values	Missing
`재개업일자` has 344 (100.0%) missing values	Missing
`전화번호` has 90 (26.2%) missing values	Missing
`소재지면적` has 344 (100.0%) missing values	Missing
`소재지우편번호` has 95 (27.6%) missing values	Missing
`도로명주소` has 20 (5.8%) missing values	Missing
`도로명우편번호` has 186 (54.1%) missing values	Missing
`업태구분명` has 344 (100.0%) missing values	Missing
`좌표정보(X)` has 8 (2.3%) missing values	Missing
`좌표정보(Y)` has 8 (2.3%) missing values	Missing
`총층수` has 290 (84.3%) missing values	Missing
`제작취급품목내용` has 344 (100.0%) missing values	Missing
`지상층수` has 288 (83.7%) missing values	Missing
`영문상호명` has 341 (99.1%) missing values	Missing
`영문상호주소` has 342 (99.4%) missing values	Missing
`선박제원` has 344 (100.0%) missing values	Missing
`기념품종류` has 344 (100.0%) missing values	Missing
`시설면적` has 252 (73.3%) missing values	Missing
`놀이기구수내역` has 344 (100.0%) missing values	Missing
`방송시설유무` has 344 (100.0%) missing values	Missing
`발전시설유무` has 344 (100.0%) missing values	Missing
`의무실유무` has 344 (100.0%) missing values	Missing
`안내소유무` has 344 (100.0%) missing values	Missing
`기획여행보험시작일자` has 344 (100.0%) missing values	Missing
`기획여행보험종료일자` has 344 (100.0%) missing values	Missing
`자본금` has 200 (58.1%) missing values	Missing
`보험시작일자` has 202 (58.7%) missing values	Missing
`보험종료일자` has 202 (58.7%) missing values	Missing
`부대시설내역` has 344 (100.0%) missing values	Missing
`시설규모` has 252 (73.3%) missing values	Missing
`관리번호` has unique values	Unique
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업태구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`제작취급품목내용` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박제원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기념품종류` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`놀이기구수내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`방송시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`발전시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`의무실유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`안내소유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기획여행보험시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기획여행보험종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`부대시설내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총층수` has 26 (7.6%) zeros	Zeros
`지상층수` has 25 (7.3%) zeros	Zeros
`시설면적` has 53 (15.4%) zeros	Zeros
`시설규모` has 53 (15.4%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:34:16.380971
Analysis finished	2024-05-11 05:34:17.821962
Duration	1.44 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

3210000	344

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3210000
2nd row	3210000
3rd row	3210000
4th row	3210000
5th row	3210000

Common Values

Value	Count	Frequency (%)
3210000	344	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3210000	344	100.0%

관리번호
Text

UNIQUE

Distinct	344
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Length

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

Characters and Unicode

Total characters	6880
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	344 ?
Unique (%)	100.0%

Sample

1st row	CDFI2260011986000001
2nd row	CDFI2260011986000002
3rd row	CDFI2260011994000002
4th row	CDFI2260011994000003
5th row	CDFI2260011994000004

Value	Count	Frequency (%)
cdfi2260011986000001	1	0.3%
cdfi2260012013000018	1	0.3%
cdfi2260012014000003	1	0.3%
cdfi2260012014000002	1	0.3%
cdfi2260012013000024	1	0.3%
cdfi2260012013000023	1	0.3%
cdfi2260012013000022	1	0.3%
cdfi2260012013000021	1	0.3%
cdfi2260012013000020	1	0.3%
cdfi2260012014000014	1	0.3%
Other values (334)	334	97.1%

Most occurring characters

Value	Count	Frequency (%)
0	2733	39.7%
2	1150	16.7%
1	750	10.9%
6	401	5.8%
C	344	5.0%
D	344	5.0%
F	344	5.0%
I	344	5.0%
9	125	1.8%
3	80	1.2%
Other values (4)	265	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5504	80.0%
Uppercase Letter	1376	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2733	49.7%
2	1150	20.9%
1	750	13.6%
6	401	7.3%
9	125	2.3%
3	80	1.5%
4	70	1.3%
5	68	1.2%
7	68	1.2%
8	59	1.1%

Uppercase Letter

Value	Count	Frequency (%)
C	344	25.0%
D	344	25.0%
F	344	25.0%
I	344	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5504	80.0%
Latin	1376	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2733	49.7%
2	1150	20.9%
1	750	13.6%
6	401	7.3%
9	125	2.3%
3	80	1.5%
4	70	1.3%
5	68	1.2%
7	68	1.2%
8	59	1.1%

Latin

Value	Count	Frequency (%)
C	344	25.0%
D	344	25.0%
F	344	25.0%
I	344	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6880	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2733	39.7%
2	1150	16.7%
1	750	10.9%
6	401	5.8%
C	344	5.0%
D	344	5.0%
F	344	5.0%
I	344	5.0%
9	125	1.8%
3	80	1.2%
Other values (4)	265	3.9%

인허가일자
Date

Distinct	328
Distinct (%)	95.3%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Minimum	1986-01-22 00:00:00
Maximum	2023-09-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Categorical

IMBALANCE

Distinct	4
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	235
20191016	107
20120329	1
20120117	1

Length

Max length	8
Median length	4
Mean length	5.2674419
Min length	4

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	20191016
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	235	68.3%
20191016	107	31.1%
20120329	1	0.3%
20120117	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	235	68.3%
20191016	107	31.1%
20120329	1	0.3%
20120117	1	0.3%

영업상태코드
Categorical

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

3	176
4	113
1	49
2	3
5	3

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	176	51.2%
4	113	32.8%
1	49	14.2%
2	3	0.9%
5	3	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	176	51.2%
4	113	32.8%
1	49	14.2%
2	3	0.9%
5	3	0.9%

영업상태명
Categorical

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

폐업	176
취소/말소/만료/정지/중지	113
영업/정상	49
휴업	3
제외/삭제/전출	3

Length

Max length	14
Median length	2
Mean length	6.4215116
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	176	51.2%
취소/말소/만료/정지/중지	113	32.8%
영업/정상	49	14.2%
휴업	3	0.9%
제외/삭제/전출	3	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	176	51.2%
취소/말소/만료/정지/중지	113	32.8%
영업/정상	49	14.2%
휴업	3	0.9%
제외/삭제/전출	3	0.9%

상세영업상태코드
Real number (ℝ)

Distinct	7
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.718023

Minimum	2
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	3
median	3
Q3	31
95-th percentile	31
Maximum	31
Range	29
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	12.590853
Coefficient of variation (CV)	0.91783292
Kurtosis	-1.5578156
Mean	13.718023
Median Absolute Deviation (MAD)	0
Skewness	0.53018419
Sum	4719
Variance	158.52959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	176	51.2%
31	112	32.6%
13	48	14.0%
2	3	0.9%
15	3	0.9%
30	1	0.3%
14	1	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	3	0.9%
3	176	51.2%
13	48	14.0%
14	1	0.3%
15	3	0.9%
30	1	0.3%
31	112	32.6%

Value	Count	Frequency (%)
31	112	32.6%
30	1	0.3%
15	3	0.9%
14	1	0.3%
13	48	14.0%
3	176	51.2%
2	3	0.9%

상세영업상태명
Categorical

Distinct	7
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

폐업	176
등록취소	112
영업중	48
휴업	3
전출	3
Other values (2)	2

Length

Max length	4
Median length	2
Mean length	2.7965116
Min length	2

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	176	51.2%
등록취소	112	32.6%
영업중	48	14.0%
휴업	3	0.9%
전출	3	0.9%
허가취소	1	0.3%
전입	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	176	51.2%
등록취소	112	32.6%
영업중	48	14.0%
휴업	3	0.9%
전출	3	0.9%
허가취소	1	0.3%
전입	1	0.3%

폐업일자
Date

MISSING

Distinct	173
Distinct (%)	97.7%
Missing	167
Missing (%)	48.5%
Memory size	2.8 KiB

Minimum	1995-05-02 00:00:00
Maximum	2023-12-29 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	3
Distinct (%)	100.0%
Missing	341
Missing (%)	99.1%
Memory size	2.8 KiB

Minimum	2009-10-26 00:00:00
Maximum	2023-07-14 00:00:00

Histogram

Histogram with fixed size bins (bins=3)

휴업종료일자
Date

MISSING

Distinct	3
Distinct (%)	100.0%
Missing	341
Missing (%)	99.1%
Memory size	2.8 KiB

Minimum	2010-10-25 00:00:00
Maximum	2024-06-30 00:00:00

Histogram

Histogram with fixed size bins (bins=3)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

전화번호
Text

MISSING

Distinct	251
Distinct (%)	98.8%
Missing	90
Missing (%)	26.2%
Memory size	2.8 KiB

Length

Max length	14
Median length	13
Mean length	9.511811
Min length	4

Characters and Unicode

Total characters	2416
Distinct characters	13
Distinct categories	4 ?
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	248 ?
Unique (%)	97.6%

Sample

1st row	535-0114
2nd row	543-5557
3rd row	539-0178
4th row	586-2724
5th row	579-8858

Value	Count	Frequency (%)
02	4	1.5%
774-0111	2	0.8%
02-3487-2233	2	0.8%
3477-1417	2	0.8%
1644-9111	1	0.4%
587-5399	1	0.4%
535-0114	1	0.4%
02-583-5225	1	0.4%
02-775-8226	1	0.4%
02-521-6072	1	0.4%
Other values (245)	245	93.9%

Most occurring characters

Value	Count	Frequency (%)
-	329	13.6%
0	307	12.7%
5	300	12.4%
2	256	10.6%
7	212	8.8%
8	189	7.8%
1	186	7.7%
3	184	7.6%
4	183	7.6%
6	141	5.8%
Other values (3)	129	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2077	86.0%
Dash Punctuation	329	13.6%
Space Separator	9	0.4%
Math Symbol	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	307	14.8%
5	300	14.4%
2	256	12.3%
7	212	10.2%
8	189	9.1%
1	186	9.0%
3	184	8.9%
4	183	8.8%
6	141	6.8%
9	119	5.7%

Dash Punctuation

Value	Count	Frequency (%)
-	329	100.0%

Space Separator

Value	Count	Frequency (%)
	9	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2416	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	329	13.6%
0	307	12.7%
5	300	12.4%
2	256	10.6%
7	212	8.8%
8	189	7.8%
1	186	7.7%
3	184	7.6%
4	183	7.6%
6	141	5.8%
Other values (3)	129	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2416	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	329	13.6%
0	307	12.7%
5	300	12.4%
2	256	10.6%
7	212	8.8%
8	189	7.8%
1	186	7.7%
3	184	7.6%
4	183	7.6%
6	141	5.8%
Other values (3)	129	5.3%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

소재지우편번호
Text

MISSING

Distinct	89
Distinct (%)	35.7%
Missing	95
Missing (%)	27.6%
Memory size	2.8 KiB

Length

Max length	7
Median length	6
Mean length	6.0040161
Min length	6

Characters and Unicode

Total characters	1495
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	33 ?
Unique (%)	13.3%

Sample

1st row	137909
2nd row	137905
3rd row	137862
4th row	137875
5th row	137887

Value	Count	Frequency (%)
137856	14	5.6%
137071	12	4.8%
137860	11	4.4%
137876	10	4.0%
137863	8	3.2%
137858	8	3.2%
137855	8	3.2%
137875	8	3.2%
137902	6	2.4%
137857	6	2.4%
Other values (79)	158	63.5%

Most occurring characters

Value	Count	Frequency (%)
7	327	21.9%
3	295	19.7%
1	293	19.6%
8	220	14.7%
0	94	6.3%
5	74	4.9%
6	74	4.9%
9	48	3.2%
2	44	2.9%
4	25	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1494	99.9%
Dash Punctuation	1	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	327	21.9%
3	295	19.7%
1	293	19.6%
8	220	14.7%
0	94	6.3%
5	74	5.0%
6	74	5.0%
9	48	3.2%
2	44	2.9%
4	25	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1495	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	327	21.9%
3	295	19.7%
1	293	19.6%
8	220	14.7%
0	94	6.3%
5	74	4.9%
6	74	4.9%
9	48	3.2%
2	44	2.9%
4	25	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1495	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	327	21.9%
3	295	19.7%
1	293	19.6%
8	220	14.7%
0	94	6.3%
5	74	4.9%
6	74	4.9%
9	48	3.2%
2	44	2.9%
4	25	1.7%

지번주소
Text

Distinct	323
Distinct (%)	93.9%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Length

Max length	51
Median length	38
Mean length	28.662791
Min length	13

Characters and Unicode

Total characters	9860
Distinct characters	237
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	313 ?
Unique (%)	91.0%

Sample

1st row	서울특별시 서초구 잠원동 75-19번지 반포쇼핑타운3동1층
2nd row	서울특별시 서초구 잠원동 38-26번지 1층
3rd row	서울특별시 서초구 서초동 1357-1번지 진수빌딩 2층
4th row	서울특별시 서초구 서초동 1574-7번지 은혜빌딩 3층
5th row	서울특별시 서초구 양재동 8-3번지 영동단위농협 2층 ]동

Value	Count	Frequency (%)
서울특별시	343	19.2%
서초구	342	19.1%
서초동	193	10.8%
방배동	40	2.2%
양재동	38	2.1%
잠원동	36	2.0%
반포동	32	1.8%
3층	14	0.8%
2층	12	0.7%
1층	9	0.5%
Other values (601)	728	40.7%

Most occurring characters

Value	Count	Frequency (%)
	1688	17.1%
서	906	9.2%
초	552	5.6%
1	519	5.3%
동	367	3.7%
시	349	3.5%
구	346	3.5%
특	344	3.5%
울	344	3.5%
별	343	3.5%
Other values (227)	4102	41.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5724	58.1%
Decimal Number	2083	21.1%
Space Separator	1688	17.1%
Dash Punctuation	310	3.1%
Uppercase Letter	21	0.2%
Close Punctuation	12	0.1%
Open Punctuation	11	0.1%
Other Punctuation	8	0.1%
Lowercase Letter	2	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	906	15.8%
초	552	9.6%
동	367	6.4%
시	349	6.1%
구	346	6.0%
특	344	6.0%
울	344	6.0%
별	343	6.0%
지	274	4.8%
번	253	4.4%
Other values (198)	1646	28.8%

Decimal Number

Value	Count	Frequency (%)
1	519	24.9%
3	296	14.2%
2	226	10.8%
0	198	9.5%
5	180	8.6%
4	156	7.5%
8	146	7.0%
7	138	6.6%
6	123	5.9%
9	101	4.8%

Uppercase Letter

Value	Count	Frequency (%)
B	7	33.3%
S	3	14.3%
A	2	9.5%
L	2	9.5%
E	2	9.5%
H	1	4.8%
K	1	4.8%
C	1	4.8%
G	1	4.8%
T	1	4.8%

Close Punctuation

Value	Count	Frequency (%)
)	11	91.7%
]	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
,	7	87.5%
?	1	12.5%

Space Separator

Value	Count	Frequency (%)
	1688	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	310	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	11	100.0%

Lowercase Letter

Value	Count	Frequency (%)
b	2	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5724	58.1%
Common	4113	41.7%
Latin	23	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	906	15.8%
초	552	9.6%
동	367	6.4%
시	349	6.1%
구	346	6.0%
특	344	6.0%
울	344	6.0%
별	343	6.0%
지	274	4.8%
번	253	4.4%
Other values (198)	1646	28.8%

Common

Value	Count	Frequency (%)
	1688	41.0%
1	519	12.6%
-	310	7.5%
3	296	7.2%
2	226	5.5%
0	198	4.8%
5	180	4.4%
4	156	3.8%
8	146	3.5%
7	138	3.4%
Other values (8)	256	6.2%

Latin

Value	Count	Frequency (%)
B	7	30.4%
S	3	13.0%
A	2	8.7%
L	2	8.7%
b	2	8.7%
E	2	8.7%
H	1	4.3%
K	1	4.3%
C	1	4.3%
G	1	4.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5724	58.1%
ASCII	4136	41.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1688	40.8%
1	519	12.5%
-	310	7.5%
3	296	7.2%
2	226	5.5%
0	198	4.8%
5	180	4.4%
4	156	3.8%
8	146	3.5%
7	138	3.3%
Other values (19)	279	6.7%

Hangul

Value	Count	Frequency (%)
서	906	15.8%
초	552	9.6%
동	367	6.4%
시	349	6.1%
구	346	6.0%
특	344	6.0%
울	344	6.0%
별	343	6.0%
지	274	4.8%
번	253	4.4%
Other values (198)	1646	28.8%

도로명주소
Text

MISSING

Distinct	321
Distinct (%)	99.1%
Missing	20
Missing (%)	5.8%
Memory size	2.8 KiB

Length

Max length	47
Median length	40
Mean length	35.540123
Min length	21

Characters and Unicode

Total characters	11515
Distinct characters	267
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	318 ?
Unique (%)	98.1%

Sample

1st row	서울특별시 서초구 신반포로 177 (잠원동,반포쇼핑타운3동1층)
2nd row	서울특별시 서초구 신반포로 333 (잠원동,1층)
3rd row	서울특별시 서초구 남부순환로347길 92 (서초동,진수빌딩 2층)
4th row	서울특별시 서초구 반포대로28길 93 (서초동,은혜빌딩 3층)
5th row	서울특별시 서초구 남부순환로356길 19, ]동 (양재동,영동단위농협 2층)

Value	Count	Frequency (%)
서울특별시	323	15.7%
서초구	322	15.7%
서초동	94	4.6%
강남대로	44	2.1%
2층	26	1.3%
방배동	24	1.2%
양재동	22	1.1%
신반포로	21	1.0%
4층	20	1.0%
3층	19	0.9%
Other values (687)	1136	55.4%

Most occurring characters

Value	Count	Frequency (%)
	1808	15.7%
서	937	8.1%
초	587	5.1%
,	416	3.6%
1	368	3.2%
동	361	3.1%
)	331	2.9%
(	331	2.9%
시	329	2.9%
로	328	2.8%
Other values (257)	5719	49.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6672	57.9%
Decimal Number	1872	16.3%
Space Separator	1808	15.7%
Other Punctuation	417	3.6%
Close Punctuation	332	2.9%
Open Punctuation	331	2.9%
Dash Punctuation	44	0.4%
Uppercase Letter	34	0.3%
Lowercase Letter	3	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	937	14.0%
초	587	8.8%
동	361	5.4%
시	329	4.9%
로	328	4.9%
구	325	4.9%
울	324	4.9%
특	324	4.9%
별	323	4.8%
대	184	2.8%
Other values (227)	2650	39.7%

Uppercase Letter

Value	Count	Frequency (%)
B	16	47.1%
A	5	14.7%
S	3	8.8%
L	2	5.9%
E	2	5.9%
H	1	2.9%
M	1	2.9%
K	1	2.9%
C	1	2.9%
G	1	2.9%

Decimal Number

Value	Count	Frequency (%)
1	368	19.7%
3	257	13.7%
0	252	13.5%
2	245	13.1%
4	179	9.6%
5	162	8.7%
7	113	6.0%
9	105	5.6%
6	100	5.3%
8	91	4.9%

Other Punctuation

Value	Count	Frequency (%)
,	416	99.8%
?	1	0.2%

Close Punctuation

Value	Count	Frequency (%)
)	331	99.7%
]	1	0.3%

Space Separator

Value	Count	Frequency (%)
	1808	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	331	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	44	100.0%

Lowercase Letter

Value	Count	Frequency (%)
b	3	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6672	57.9%
Common	4806	41.7%
Latin	37	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	937	14.0%
초	587	8.8%
동	361	5.4%
시	329	4.9%
로	328	4.9%
구	325	4.9%
울	324	4.9%
특	324	4.9%
별	323	4.8%
대	184	2.8%
Other values (227)	2650	39.7%

Common

Value	Count	Frequency (%)
	1808	37.6%
,	416	8.7%
1	368	7.7%
)	331	6.9%
(	331	6.9%
3	257	5.3%
0	252	5.2%
2	245	5.1%
4	179	3.7%
5	162	3.4%
Other values (8)	457	9.5%

Latin

Value	Count	Frequency (%)
B	16	43.2%
A	5	13.5%
S	3	8.1%
b	3	8.1%
L	2	5.4%
E	2	5.4%
H	1	2.7%
M	1	2.7%
K	1	2.7%
C	1	2.7%
Other values (2)	2	5.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6672	57.9%
ASCII	4843	42.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1808	37.3%
,	416	8.6%
1	368	7.6%
)	331	6.8%
(	331	6.8%
3	257	5.3%
0	252	5.2%
2	245	5.1%
4	179	3.7%
5	162	3.3%
Other values (20)	494	10.2%

Hangul

Value	Count	Frequency (%)
서	937	14.0%
초	587	8.8%
동	361	5.4%
시	329	4.9%
로	328	4.9%
구	325	4.9%
울	324	4.9%
특	324	4.9%
별	323	4.8%
대	184	2.8%
Other values (227)	2650	39.7%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	97
Distinct (%)	61.4%
Missing	186
Missing (%)	54.1%
Infinite	0
Infinite (%)	0.0%
Mean	20706.81

Minimum	6502
Maximum	137902
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	6502
5-th percentile	6523.55
Q1	6597.75
median	6648
Q3	6734.5
95-th percentile	137080.85
Maximum	137902
Range	131400
Interquartile range (IQR)	136.75

Descriptive statistics

Standard deviation	40633.938
Coefficient of variation (CV)	1.9623466
Kurtosis	4.5968946
Mean	20706.81
Median Absolute Deviation (MAD)	74
Skewness	2.5570928
Sum	3271676
Variance	1.6511169 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6626	7	2.0%
137071	6	1.7%
6627	5	1.5%
6543	4	1.2%
6628	4	1.2%
6621	4	1.2%
6722	4	1.2%
6653	3	0.9%
6654	3	0.9%
6720	3	0.9%
Other values (87)	115	33.4%
(Missing)	186	54.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6502	1	0.3%
6503	1	0.3%
6506	1	0.3%
6509	1	0.3%
6512	2	0.6%
6519	1	0.3%
6521	1	0.3%
6524	2	0.6%
6526	2	0.6%
6527	2	0.6%

Value	Count	Frequency (%)
137902	1	0.3%
137882	1	0.3%
137873	1	0.3%
137868	1	0.3%
137867	1	0.3%
137858	1	0.3%
137131	2	0.6%
137072	1	0.3%
137071	6	1.7%
137061	1	0.3%

사업장명
Text

Distinct	339
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Length

Max length	28
Median length	16
Mean length	8.5872093
Min length	3

Characters and Unicode

Total characters	2954
Distinct characters	342
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	334 ?
Unique (%)	97.1%

Sample

1st row	한남항공(주)
2nd row	(주)아이티항공여행사
3rd row	(주)그린놀이마당
4th row	(주)종합여행유유
5th row	(주)제이티월드

Value	Count	Frequency (%)
주식회사	57	13.6%
주)랭스투어	2	0.5%
한마음여행써비스(주	2	0.5%
주)플러스뱅크	2	0.5%
주)현대스타투어	2	0.5%
주)유티에스티앤씨	2	0.5%
주	2	0.5%
코리아바이크투어	1	0.2%
주)우리투어스쿨	1	0.2%
주)씨앤런	1	0.2%
Other values (346)	346	82.8%

Most occurring characters

Value	Count	Frequency (%)
주	296	10.0%
)	240	8.1%
(	237	8.0%
사	109	3.7%
어	92	3.1%
이	92	3.1%
투	86	2.9%
스	81	2.7%
	74	2.5%
여	64	2.2%
Other values (332)	1583	53.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2353	79.7%
Close Punctuation	240	8.1%
Open Punctuation	237	8.0%
Space Separator	74	2.5%
Uppercase Letter	26	0.9%
Lowercase Letter	17	0.6%
Decimal Number	4	0.1%
Dash Punctuation	2	0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	296	12.6%
사	109	4.6%
어	92	3.9%
이	92	3.9%
투	86	3.7%
스	81	3.4%
여	64	2.7%
행	64	2.7%
회	58	2.5%
식	57	2.4%
Other values (297)	1354	57.5%

Uppercase Letter

Value	Count	Frequency (%)
I	4	15.4%
T	4	15.4%
M	2	7.7%
R	2	7.7%
O	2	7.7%
N	2	7.7%
P	1	3.8%
U	1	3.8%
E	1	3.8%
S	1	3.8%
Other values (6)	6	23.1%

Lowercase Letter

Value	Count	Frequency (%)
r	3	17.6%
l	2	11.8%
o	2	11.8%
u	2	11.8%
e	2	11.8%
s	1	5.9%
t	1	5.9%
a	1	5.9%
n	1	5.9%
c	1	5.9%

Decimal Number

Value	Count	Frequency (%)
3	2	50.0%
6	1	25.0%
5	1	25.0%

Close Punctuation

Value	Count	Frequency (%)
)	240	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	237	100.0%

Space Separator

Value	Count	Frequency (%)
	74	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2353	79.7%
Common	558	18.9%
Latin	43	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	296	12.6%
사	109	4.6%
어	92	3.9%
이	92	3.9%
투	86	3.7%
스	81	3.4%
여	64	2.7%
행	64	2.7%
회	58	2.5%
식	57	2.4%
Other values (297)	1354	57.5%

Latin

Value	Count	Frequency (%)
I	4	9.3%
T	4	9.3%
r	3	7.0%
l	2	4.7%
o	2	4.7%
u	2	4.7%
M	2	4.7%
R	2	4.7%
e	2	4.7%
O	2	4.7%
Other values (17)	18	41.9%

Common

Value	Count	Frequency (%)
)	240	43.0%
(	237	42.5%
	74	13.3%
-	2	0.4%
3	2	0.4%
.	1	0.2%
6	1	0.2%
5	1	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2353	79.7%
ASCII	601	20.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	296	12.6%
사	109	4.6%
어	92	3.9%
이	92	3.9%
투	86	3.7%
스	81	3.4%
여	64	2.7%
행	64	2.7%
회	58	2.5%
식	57	2.4%
Other values (297)	1354	57.5%

ASCII

Value	Count	Frequency (%)
)	240	39.9%
(	237	39.4%
	74	12.3%
I	4	0.7%
T	4	0.7%
r	3	0.5%
l	2	0.3%
o	2	0.3%
u	2	0.3%
-	2	0.3%
Other values (25)	31	5.2%

최종수정일자
Date

Distinct	308
Distinct (%)	89.5%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Minimum	2003-04-18 11:31:33
Maximum	2024-05-07 18:57:42

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

U	210
I	134

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	U
3rd row	I
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
U	210	61.0%
I	134	39.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	210	61.0%
i	134	39.0%

데이터갱신일자
Date

Distinct	101
Distinct (%)	29.4%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:09:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	263
Distinct (%)	78.3%
Missing	8
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	201582.2

Minimum	198391.01
Maximum	210367.67
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	198391.01
5-th percentile	198985.46
Q1	200998.41
median	201643.32
Q3	202460.75
95-th percentile	203608.2
Maximum	210367.67
Range	11976.668
Interquartile range (IQR)	1462.3426

Descriptive statistics

Standard deviation	1373.8096
Coefficient of variation (CV)	0.0068151338
Kurtosis	4.5177846
Mean	201582.2
Median Absolute Deviation (MAD)	786.26389
Skewness	0.35386734
Sum	67731618
Variance	1887352.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202623.297219041	8	2.3%
202437.690112682	6	1.7%
202374.665	5	1.5%
201501.672660443	5	1.5%
201848.823344626	4	1.2%
201680.914515104	4	1.2%
202559.861737709	3	0.9%
200041.705205607	3	0.9%
203854.867445133	3	0.9%
202103.94839223	3	0.9%
Other values (253)	292	84.9%
(Missing)	8	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
198391.007333333	1	0.3%
198409.554742612	1	0.3%
198481.721056607	1	0.3%
198487.958709466	1	0.3%
198504.826881916	1	0.3%
198511.665525642	1	0.3%
198512.198853426	1	0.3%
198519.520727263	1	0.3%
198565.330597059	1	0.3%
198620.336800582	1	0.3%

Value	Count	Frequency (%)
210367.674982045	1	0.3%
205123.379851919	1	0.3%
204276.538325934	1	0.3%
203942.265086728	1	0.3%
203921.49048584	1	0.3%
203900.337618015	1	0.3%
203891.041008756	3	0.9%
203854.867445133	3	0.9%
203789.633523676	1	0.3%
203678.253298789	1	0.3%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	263
Distinct (%)	78.3%
Missing	8
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	443253.91

Minimum	417086.15
Maximum	446565.03
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	417086.15
5-th percentile	441154.68
Q1	442585.48
median	443163.27
Q3	444119.51
95-th percentile	445617.65
Maximum	446565.03
Range	29478.875
Interquartile range (IQR)	1534.0242

Descriptive statistics

Standard deviation	1908.6582
Coefficient of variation (CV)	0.0043060156
Kurtosis	104.9537
Mean	443253.91
Median Absolute Deviation (MAD)	657.69598
Skewness	-7.6458708
Sum	1.4893331 × 10⁸
Variance	3642976.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
443154.964346798	8	2.3%
443533.590122737	6	1.7%
443842.38	5	1.5%
442505.573142545	5	1.5%
442614.350799967	4	1.2%
444584.589362916	4	1.2%
443317.21602255	3	0.9%
444841.406534302	3	0.9%
441017.928150207	3	0.9%
444302.879922772	3	0.9%
Other values (253)	292	84.9%
(Missing)	8	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
417086.15355621	1	0.3%
439420.327710551	1	0.3%
440136.781183797	2	0.6%
440256.501465873	1	0.3%
440387.38641804	1	0.3%
440496.375873666	1	0.3%
440662.57489156	2	0.6%
440834.596164843	1	0.3%
440854.381667548	1	0.3%
441017.928150207	3	0.9%

Value	Count	Frequency (%)
446565.028672992	1	0.3%
446180.260965954	2	0.6%
446150.216745339	3	0.9%
446135.437531494	1	0.3%
446041.940329826	1	0.3%
445925.713327332	1	0.3%
445897.49249113	1	0.3%
445889.401388054	1	0.3%
445792.588755803	1	0.3%
445737.586115236	1	0.3%

문화체육업종명
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

국내여행업	305
<NA>	39

Length

Max length	5
Median length	5
Mean length	4.8866279
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	305	88.7%
<NA>	39	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	305	88.7%
na	39	11.3%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

관광사업	180
<NA>	164

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	180	52.3%
<NA>	164	47.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
관광사업	180	52.3%
na	164	47.7%

지역구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	309
근린상업지역	26
일반주거지역	5
일반상업지역	2
상업지역	1

Length

Max length	6
Median length	4
Mean length	4.1918605
Min length	4

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	309	89.8%
근린상업지역	26	7.6%
일반주거지역	5	1.5%
일반상업지역	2	0.6%
상업지역	1	0.3%
주거지역	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	309	89.8%
근린상업지역	26	7.6%
일반주거지역	5	1.5%
일반상업지역	2	0.6%
상업지역	1	0.3%
주거지역	1	0.3%

총층수
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	24.1%
Missing	290
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	4.4259259

Minimum	0
Maximum	30
Zeros	26
Zeros (%)	7.6%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3.5
Q3	6.75
95-th percentile	16.05
Maximum	30
Range	30
Interquartile range (IQR)	6.75

Descriptive statistics

Standard deviation	6.2119843
Coefficient of variation (CV)	1.4035446
Kurtosis	5.8440166
Mean	4.4259259
Median Absolute Deviation (MAD)	3.5
Skewness	2.1738614
Sum	239
Variance	38.588749
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	26	7.6%
4	5	1.5%
5	5	1.5%
10	4	1.2%
7	3	0.9%
6	3	0.9%
8	2	0.6%
3	1	0.3%
9	1	0.3%
30	1	0.3%
Other values (3)	3	0.9%
(Missing)	290	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	7.6%
3	1	0.3%
4	5	1.5%
5	5	1.5%
6	3	0.9%
7	3	0.9%
8	2	0.6%
9	1	0.3%
10	4	1.2%
15	1	0.3%

Value	Count	Frequency (%)
30	1	0.3%
24	1	0.3%
18	1	0.3%
15	1	0.3%
10	4	1.2%
9	1	0.3%
8	2	0.6%
7	3	0.9%
6	3	0.9%
5	5	1.5%

주변환경명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	317
기타	26
아파트지역	1

Length

Max length	5
Median length	4
Mean length	3.8517442
Min length	2

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	317	92.2%
기타	26	7.6%
아파트지역	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	317	92.2%
기타	26	7.6%
아파트지역	1	0.3%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

보험기관명
Categorical

Distinct	36
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	204
서울보증보험(2천만원)	27
서울보증보험	15
서울시관광협회	14
서울보증보험(2000만원)	10
Other values (31)	74

Length

Max length	19
Median length	4
Mean length	6.8895349
Min length	4

Unique

Unique	16 ?
Unique (%)	4.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	204	59.3%
서울보증보험(2천만원)	27	7.8%
서울보증보험	15	4.4%
서울시관광협회	14	4.1%
서울보증보험(2000만원)	10	2.9%
서울보증보험주식회사	8	2.3%
여행공제회	6	1.7%
여행공제회(2천만원)	5	1.5%
서울특별시관광협회	5	1.5%
서울보증보험(3천만원)	5	1.5%
Other values (26)	45	13.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	204	59.0%
서울보증보험(2천만원	27	7.8%
서울보증보험	15	4.3%
서울시관광협회	14	4.0%
서울보증보험(2000만원	10	2.9%
서울보증보험주식회사	8	2.3%
여행공제회	8	2.3%
여행공제회(2천만원	5	1.4%
서울특별시관광협회	5	1.4%
서울보증보험(3천만원	5	1.4%
Other values (25)	45	13.0%

건물용도명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	303
근린생활시설	32
사무실	9

Length

Max length	6
Median length	4
Mean length	4.1598837
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	303	88.1%
근린생활시설	32	9.3%
사무실	9	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	303	88.1%
근린생활시설	32	9.3%
사무실	9	2.6%

지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	23.2%
Missing	288
Missing (%)	83.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.6964286

Minimum	0
Maximum	18
Zeros	25
Zeros (%)	7.3%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	9.25
Maximum	18
Range	18
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.726659
Coefficient of variation (CV)	1.3820722
Kurtosis	5.7563231
Mean	2.6964286
Median Absolute Deviation (MAD)	1
Skewness	2.1495116
Sum	151
Variance	13.887987
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	25	7.3%
4	10	2.9%
3	5	1.5%
1	4	1.2%
5	3	0.9%
2	2	0.6%
7	1	0.3%
10	1	0.3%
8	1	0.3%
6	1	0.3%
Other values (3)	3	0.9%
(Missing)	288	83.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	7.3%
1	4	1.2%
2	2	0.6%
3	5	1.5%
4	10	2.9%
5	3	0.9%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%

Value	Count	Frequency (%)
18	1	0.3%
15	1	0.3%
10	1	0.3%
9	1	0.3%
8	1	0.3%
7	1	0.3%
6	1	0.3%
5	3	0.9%
4	10	2.9%
3	5	1.5%

지하층수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	296
0	43
1	4
7	1

Length

Max length	4
Median length	4
Mean length	3.5813953
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	296	86.0%
0	43	12.5%
1	4	1.2%
7	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	296	86.0%
0	43	12.5%
1	4	1.2%
7	1	0.3%

객실수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	337
0	7

Length

Max length	4
Median length	4
Mean length	3.9389535
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>	337	98.0%
0	7	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	337	98.0%
0	7	2.0%

건축연면적
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	337
0	7

Length

Max length	4
Median length	4
Mean length	3.9389535
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>	337	98.0%
0	7	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	337	98.0%
0	7	2.0%

영문상호명
Text

MISSING

Distinct	3
Distinct (%)	100.0%
Missing	341
Missing (%)	99.1%
Memory size	2.8 KiB

Length

Max length	27
Median length	13
Mean length	17.666667
Min length	13

Characters and Unicode

Total characters	53
Distinct characters	28
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	3 ?
Unique (%)	100.0%

Sample

1st row	PIT INTERNATIONAL Co., Ltd.
2nd row	GUEGOTGAMYEON
3rd row	High Win Tour

Value	Count	Frequency (%)
pit	1	12.5%
international	1	12.5%
co	1	12.5%
ltd	1	12.5%
guegotgamyeon	1	12.5%
high	1	12.5%
win	1	12.5%
tour	1	12.5%

Most occurring characters

Value	Count	Frequency (%)
T	5	9.4%
	5	9.4%
N	4	7.5%
E	3	5.7%
G	3	5.7%
A	3	5.7%
O	3	5.7%
I	3	5.7%
L	2	3.8%
o	2	3.8%
Other values (18)	20	37.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	34	64.2%
Lowercase Letter	11	20.8%
Space Separator	5	9.4%
Other Punctuation	3	5.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	5	14.7%
N	4	11.8%
E	3	8.8%
G	3	8.8%
A	3	8.8%
O	3	8.8%
I	3	8.8%
L	2	5.9%
W	1	2.9%
H	1	2.9%
Other values (6)	6	17.6%

Lowercase Letter

Value	Count	Frequency (%)
o	2	18.2%
i	2	18.2%
n	1	9.1%
h	1	9.1%
u	1	9.1%
g	1	9.1%
t	1	9.1%
d	1	9.1%
r	1	9.1%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45	84.9%
Common	8	15.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	5	11.1%
N	4	8.9%
E	3	6.7%
G	3	6.7%
A	3	6.7%
O	3	6.7%
I	3	6.7%
L	2	4.4%
o	2	4.4%
i	2	4.4%
Other values (15)	15	33.3%

Common

Value	Count	Frequency (%)
	5	62.5%
.	2	25.0%
,	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	53	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	5	9.4%
	5	9.4%
N	4	7.5%
E	3	5.7%
G	3	5.7%
A	3	5.7%
O	3	5.7%
I	3	5.7%
L	2	3.8%
o	2	3.8%
Other values (18)	20	37.7%

영문상호주소
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	342
Missing (%)	99.4%
Memory size	2.8 KiB

Length

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

Characters and Unicode

Total characters	48
Distinct characters	18
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	Domestic Travel Business
2nd row	Domestic travel business

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

Most occurring characters

Value	Count	Frequency (%)
s	8	16.7%
e	6	12.5%
i	4	8.3%
	4	8.3%
t	3	6.2%
D	2	4.2%
u	2	4.2%
m	2	4.2%
c	2	4.2%
o	2	4.2%
Other values (8)	13	27.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	40	83.3%
Space Separator	4	8.3%
Uppercase Letter	4	8.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	8	20.0%
e	6	15.0%
i	4	10.0%
t	3	7.5%
u	2	5.0%
m	2	5.0%
c	2	5.0%
o	2	5.0%
r	2	5.0%
a	2	5.0%
Other values (4)	7	17.5%

Uppercase Letter

Value	Count	Frequency (%)
D	2	50.0%
T	1	25.0%
B	1	25.0%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

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

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	8	18.2%
e	6	13.6%
i	4	9.1%
t	3	6.8%
D	2	4.5%
u	2	4.5%
m	2	4.5%
c	2	4.5%
o	2	4.5%
r	2	4.5%
Other values (7)	11	25.0%

Common

Value	Count	Frequency (%)
	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	8	16.7%
e	6	12.5%
i	4	8.3%
	4	8.3%
t	3	6.2%
D	2	4.2%
u	2	4.2%
m	2	4.2%
c	2	4.2%
o	2	4.2%
Other values (8)	13	27.1%

선박총톤수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	337
0	7

Length

Max length	4
Median length	4
Mean length	3.9389535
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>	337	98.0%
0	7	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	337	98.0%
0	7	2.0%

선박척수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	337
0	7

Length

Max length	4
Median length	4
Mean length	3.9389535
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>	337	98.0%
0	7	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	337	98.0%
0	7	2.0%

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

무대면적
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	337
0	7

Length

Max length	4
Median length	4
Mean length	3.9389535
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>	337	98.0%
0	7	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	337	98.0%
0	7	2.0%

좌석수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	337
0	7

Length

Max length	4
Median length	4
Mean length	3.9389535
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>	337	98.0%
0	7	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	337	98.0%
0	7	2.0%

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

회의실별동시수용인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	337
0	7

Length

Max length	4
Median length	4
Mean length	3.9389535
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>	337	98.0%
0	7	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	337	98.0%
0	7	2.0%

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	38
Distinct (%)	41.3%
Missing	252
Missing (%)	73.3%
Infinite	0
Infinite (%)	0.0%
Mean	119.09772

Minimum	0
Maximum	6184
Zeros	53
Zeros (%)	15.4%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	76.175
95-th percentile	280.41
Maximum	6184
Range	6184
Interquartile range (IQR)	76.175

Descriptive statistics

Standard deviation	646.41272
Coefficient of variation (CV)	5.4275828
Kurtosis	87.862384
Mean	119.09772
Median Absolute Deviation (MAD)	0
Skewness	9.2784189
Sum	10956.99
Variance	417849.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0.0	53	15.4%
82.5	2	0.6%
49.5	2	0.6%
71.0	1	0.3%
6184.0	1	0.3%
33.0	1	0.3%
21.1	1	0.3%
153.5	1	0.3%
32.64	1	0.3%
26.77	1	0.3%
Other values (28)	28	8.1%
(Missing)	252	73.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	53	15.4%
8.72	1	0.3%
19.8	1	0.3%
21.1	1	0.3%
24.0	1	0.3%
25.0	1	0.3%
26.77	1	0.3%
30.0	1	0.3%
32.64	1	0.3%
33.0	1	0.3%

Value	Count	Frequency (%)
6184.0	1	0.3%
538.86	1	0.3%
360.0	1	0.3%
359.7	1	0.3%
316.6	1	0.3%
250.8	1	0.3%
206.95	1	0.3%
191.4	1	0.3%
190.04	1	0.3%
184.8	1	0.3%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

놀이시설수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

<NA>	337
0	7

Length

Max length	4
Median length	4
Mean length	3.9389535
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>	337	98.0%
0	7	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	337	98.0%
0	7	2.0%

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

기획여행보험시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

기획여행보험종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

자본금
Real number (ℝ)

MISSING

Distinct	40
Distinct (%)	27.8%
Missing	200
Missing (%)	58.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.1894202 × 10⁸

Minimum	0
Maximum	1.8 × 10⁹
Zeros	2
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	15166050
Q1	47210610
median	90000000
Q3	1.5 × 10⁸
95-th percentile	2.37 × 10⁸
Maximum	1.8 × 10⁹
Range	1.8 × 10⁹
Interquartile range (IQR)	1.0278939 × 10⁸

Descriptive statistics

Standard deviation	1.8299701 × 10⁸
Coefficient of variation (CV)	1.5385396
Kurtosis	56.087589
Mean	1.1894202 × 10⁸
Median Absolute Deviation (MAD)	59500000
Skewness	6.8163358
Sum	1.7127651 × 10¹⁰
Variance	3.3487905 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
150000000	28	8.1%
50000000	20	5.8%
100000000	16	4.7%
30000000	15	4.4%
90000000	13	3.8%
200000000	7	2.0%
15000000	5	1.5%
45000000	4	1.2%
60000000	2	0.6%
40000000	2	0.6%
Other values (30)	32	9.3%
(Missing)	200	58.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.6%
10000000	1	0.3%
15000000	5	1.5%
16107000	1	0.3%
19375180	1	0.3%
20000000	1	0.3%
30000000	15	4.4%
31000000	1	0.3%
33689714	1	0.3%
40000000	2	0.6%

Value	Count	Frequency (%)
1800000000	1	0.3%
1134978915	1	0.3%
529600000	1	0.3%
367776002	1	0.3%
350000000	2	0.6%
341229249	1	0.3%
240000000	1	0.3%
220000000	1	0.3%
200000000	7	2.0%
177000000	1	0.3%

보험시작일자
Real number (ℝ)

MISSING

Distinct	140
Distinct (%)	98.6%
Missing	202
Missing (%)	58.7%
Infinite	0
Infinite (%)	0.0%
Mean	20142371

Minimum	20060128
Maximum	20210903
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	20060128
5-th percentile	20070417
Q1	20090444
median	20150312
Q3	20190316
95-th percentile	20210318
Maximum	20210903
Range	150775
Interquartile range (IQR)	99871.5

Descriptive statistics

Standard deviation	49801.655
Coefficient of variation (CV)	0.0024724822
Kurtosis	-1.3853936
Mean	20142371
Median Absolute Deviation (MAD)	40565.5
Skewness	-0.170131
Sum	2.8602167 × 10⁹
Variance	2.4802048 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20100523	2	0.6%
20210217	2	0.6%
20180913	1	0.3%
20170120	1	0.3%
20171129	1	0.3%
20090113	1	0.3%
20080415	1	0.3%
20090526	1	0.3%
20151208	1	0.3%
20080325	1	0.3%
Other values (130)	130	37.8%
(Missing)	202	58.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20060128	1	0.3%
20060328	1	0.3%
20060514	1	0.3%
20060728	1	0.3%
20060904	1	0.3%
20070106	1	0.3%
20070111	1	0.3%
20070417	1	0.3%
20070423	1	0.3%
20070630	1	0.3%

Value	Count	Frequency (%)
20210903	1	0.3%
20210729	1	0.3%
20210630	1	0.3%
20210617	1	0.3%
20210528	1	0.3%
20210402	1	0.3%
20210331	1	0.3%
20210318	1	0.3%
20210312	1	0.3%
20210311	1	0.3%

보험종료일자
Real number (ℝ)

MISSING

Distinct	141
Distinct (%)	99.3%
Missing	202
Missing (%)	58.7%
Infinite	0
Infinite (%)	0.0%
Mean	20168288

Minimum	20070127
Maximum	22290221
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	20070127
5-th percentile	20080610
Q1	20100518
median	20160422
Q3	20200484
95-th percentile	20220329
Maximum	22290221
Range	2220094
Interquartile range (IQR)	99965.75

Descriptive statistics

Standard deviation	186005.5
Coefficient of variation (CV)	0.0092226717
Kurtosis	122.28642
Mean	20168288
Median Absolute Deviation (MAD)	40558.5
Skewness	10.658559
Sum	2.8638969 × 10⁹
Variance	3.4598046 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20110522	2	0.6%
20161207	1	0.3%
20160423	1	0.3%
20170503	1	0.3%
20160413	1	0.3%
20171010	1	0.3%
20151004	1	0.3%
20090324	1	0.3%
20100526	1	0.3%
20090414	1	0.3%
Other values (131)	131	38.1%
(Missing)	202	58.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20070127	1	0.3%
20070327	1	0.3%
20070727	1	0.3%
20080105	1	0.3%
20080110	1	0.3%
20080417	1	0.3%
20080423	1	0.3%
20080609	1	0.3%
20080630	1	0.3%
20080722	1	0.3%

Value	Count	Frequency (%)
22290221	1	0.3%
20220903	1	0.3%
20220728	1	0.3%
20220629	1	0.3%
20220617	1	0.3%
20220527	1	0.3%
20220401	1	0.3%
20220330	1	0.3%
20220317	1	0.3%
20220311	1	0.3%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	344
Missing (%)	100.0%
Memory size	3.2 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	35
Distinct (%)	38.0%
Missing	252
Missing (%)	73.3%
Infinite	0
Infinite (%)	0.0%
Mean	119.15217

Minimum	0
Maximum	6184
Zeros	53
Zeros (%)	15.4%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	76.25
95-th percentile	280.7
Maximum	6184
Range	6184
Interquartile range (IQR)	76.25

Descriptive statistics

Standard deviation	646.41279
Coefficient of variation (CV)	5.4251028
Kurtosis	87.859081
Mean	119.15217
Median Absolute Deviation (MAD)	0
Skewness	9.278167
Sum	10962
Variance	417849.49
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	53	15.4%
83	2	0.6%
33	2	0.6%
98	2	0.6%
360	2	0.6%
50	2	0.6%
145	1	0.3%
251	1	0.3%
25	1	0.3%
38	1	0.3%
Other values (25)	25	7.3%
(Missing)	252	73.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	53	15.4%
9	1	0.3%
20	1	0.3%
21	1	0.3%
24	1	0.3%
25	1	0.3%
27	1	0.3%
30	1	0.3%
33	2	0.6%
38	1	0.3%

Value	Count	Frequency (%)
6184	1	0.3%
539	1	0.3%
360	2	0.6%
317	1	0.3%
251	1	0.3%
207	1	0.3%
191	1	0.3%
190	1	0.3%
185	1	0.3%
162	1	0.3%

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	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	3210000	CDFI2260011986000001	19860122	<NA>	4	취소/말소/만료/정지/중지	30	허가취소	<NA>	<NA>	<NA>	<NA>	535-0114	<NA>	137909	서울특별시 서초구 잠원동 75-19번지 반포쇼핑타운3동1층	서울특별시 서초구 신반포로 177 (잠원동,반포쇼핑타운3동1층)	<NA>	한남항공(주)	2004-05-13 13:39:39	I	2018-08-31 23:59:59.0	<NA>	200257.080193	444878.428107	국내여행업	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>
1	3210000	CDFI2260011986000002	19861104	20191016	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	543-5557	<NA>	137905	서울특별시 서초구 잠원동 38-26번지 1층	서울특별시 서초구 신반포로 333 (잠원동,1층)	<NA>	(주)아이티항공여행사	2019-11-01 10:09:32	U	2019-11-03 02:40:00.0	<NA>	201704.659299	445410.827928	국내여행업	관광사업	근린상업지역	3	기타	<NA>	<NA>	근린생활시설	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	49.5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	50
2	3210000	CDFI2260011994000002	19940929	<NA>	3	폐업	3	폐업	19960325	<NA>	<NA>	<NA>	539-0178	<NA>	137862	서울특별시 서초구 서초동 1357-1번지 진수빌딩 2층	서울특별시 서초구 남부순환로347길 92 (서초동,진수빌딩 2층)	<NA>	(주)그린놀이마당	2003-04-18 11:31:33	I	2018-08-31 23:59:59.0	<NA>	202619.484344	442903.124164	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0
3	3210000	CDFI2260011994000003	19941008	<NA>	2	휴업	2	휴업	<NA>	20091026	20101025	<NA>	586-2724	<NA>	137875	서울특별시 서초구 서초동 1574-7번지 은혜빌딩 3층	서울특별시 서초구 반포대로28길 93 (서초동,은혜빌딩 3층)	<NA>	(주)종합여행유유	2009-10-26 16:38:03	I	2018-08-31 23:59:59.0	<NA>	201118.84272	443334.370304	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	서울시관광협회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20090209	20100209	<NA>	<NA>
4	3210000	CDFI2260011994000004	19941021	<NA>	3	폐업	3	폐업	19950502	<NA>	<NA>	<NA>	579-8858	<NA>	137887	서울특별시 서초구 양재동 8-3번지 영동단위농협 2층 ]동	서울특별시 서초구 남부순환로356길 19, ]동 (양재동,영동단위농협 2층)	<NA>	(주)제이티월드	2003-04-18 11:31:56	I	2018-08-31 23:59:59.0	<NA>	203299.42484	442431.515825	국내여행업	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	3210000	CDFI2260011995000001	19950220	20191016	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	521-2626	<NA>	137860	서울특별시 서초구 서초동 1338-22번지 성지빌딩 204	<NA>	<NA>	(주)베스트여행사	2019-10-31 13:11:52	U	2019-11-02 02:40:00.0	<NA>	<NA>	<NA>	국내여행업	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
6	3210000	CDFI2260011995000003	19950610	<NA>	3	폐업	3	폐업	19980929	<NA>	<NA>	<NA>	3471-5566	<NA>	137865	서울특별시 서초구 서초동 1443-8번지	서울특별시 서초구 효령로 322 (서초동)	<NA>	(주)여행스케치	2003-04-18 11:31:56	I	2018-08-31 23:59:59.0	<NA>	201661.680444	442604.47164	국내여행업	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
7	3210000	CDFI2260011995000004	19950719	<NA>	3	폐업	3	폐업	19980624	<NA>	<NA>	<NA>	<NA>	<NA>	137882	서울특별시 서초구 서초동 1688-5번지 대윤빌딩 503동	서울특별시 서초구 서초대로 353, 503동 (서초동,대윤빌딩)	<NA>	주)제주아산여행사	2003-04-18 11:31:56	I	2018-08-31 23:59:59.0	<NA>	201691.47871	443746.116523	국내여행업	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	3210000	CDFI2260011995000005	19950913	<NA>	3	폐업	3	폐업	20001111	<NA>	<NA>	<NA>	372-2951	<NA>	137864	서울특별시 서초구 서초동 1422-6번지 원림7층	서울특별시 서초구 남부순환로 2495 (서초동,원림7층)	<NA>	(주)팔봉스키리조트	2003-04-18 11:31:56	I	2018-08-31 23:59:59.0	<NA>	201989.112695	442368.675724	국내여행업	관광사업	근린상업지역	8	기타	<NA>	<NA>	근린생활시설	7	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	316.6	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	317
9	3210000	CDFI2260011996000006	19960706	<NA>	3	폐업	3	폐업	19980701	<NA>	<NA>	<NA>	736-8800	<NA>	137875	서울특별시 서초구 서초동 1576-9번지 지산빌딩 3층	서울특별시 서초구 서초대로46길 109 (서초동,지산빌딩 3층)	<NA>	태승관광개발	2003-04-18 11:31:56	I	2018-08-31 23:59:59.0	<NA>	201166.065208	443114.358683	국내여행업	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

	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
334	3210000	CDFI2260012021000010	20190326	<NA>	3	폐업	3	폐업	20211104	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서초구 서초동 1321-9 풍림아이원매직	서울특별시 서초구 강남대로55길 24, 풍림아이원매직 602호 (서초동)	6619	(주)오즈투어	2021-11-04 13:31:42	I	2021-11-06 00:22:45.0	<NA>	202193.920857	443717.690282	국내여행업	<NA>	<NA>	0	<NA>	<NA>	서울보증보험(2천만원)	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	45000000	20200315	20210314	<NA>	0
335	3210000	CDFI2260012021000011	20211210	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	070-8822-6000	<NA>	<NA>	서울특별시 서초구 서초동 1596-3 석오빌딩	서울특별시 서초구 사임당로 18, 석오빌딩 2층, B1층, B층 (서초동)	6652	주식회사 스페이스엘비스	2022-04-05 15:38:38	U	2021-12-04 00:07:00.0	<NA>	201009.191193	442803.810996	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
336	3210000	CDFI2260012022000001	20100708	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	1644-9111	<NA>	<NA>	서울특별시 서초구 방배동 1751 안석빌딩	서울특별시 서초구 동작대로 132, 안석빌딩 801호 (방배동)	6567	(주)바틀	2022-12-26 10:06:45	U	2021-11-01 22:08:00.0	<NA>	198391.007333	442902.290333	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
337	3210000	CDFI2260012022000002	20220614	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서초구 서초동 1579-6 평환빌딩	서울특별시 서초구 사임당로 27, 평환빌딩 4층 415호 (서초동)	6650	주식회사 엠에이엘	2022-06-17 16:56:02	U	2021-12-05 23:09:00.0	<NA>	201094.337058	442884.744432	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
338	3210000	CDFI2260012022000003	20210330	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서초구 서초동 1338-12 한화생명보험빌딩	서울특별시 서초구 강남대로 311, 한화생명보험빌딩 1203호 (서초동)	6628	주식회사 아이와트립	2022-09-22 13:32:33	I	2021-12-08 22:04:00.0	<NA>	202605.525331	443189.699751	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
339	3210000	CDFI2260012023000001	20230110	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서초구 양재동 248-4	서울특별시 서초구 마방로2길 15-22, 2층 (양재동)	6778	(주)하이어플레이스	2023-01-10 09:55:02	I	2022-11-30 23:02:00.0	<NA>	203495.19626	441255.554126	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
340	3210000	CDFI2260012023000002	2023-05-19	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서초구 방배동 983-42 광찬빌딩 302호	서울특별시 서초구 방배로 60, 광찬빌딩 302호 (방배동)	6704	새로 여행사	2023-05-19 09:25:01	I	2022-12-04 22:01:00.0	<NA>	199830.003088	441996.985239	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
341	3210000	CDFI2260012023000003	2023-09-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서초구 방배동 478-5	서울특별시 서초구 효령로2길 5, 지하1층 (방배동)	6698	일루미나	2023-09-13 16:06:51	U	2022-12-08 23:06:00.0	<NA>	198757.145597	441592.988301	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
342	3210000	CDFI2260012023000004	2015-01-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3461-2226	<NA>	<NA>	서울특별시 서초구 양재동 393-2 영창빌딩	서울특별시 서초구 논현로 21, 영창빌딩 3층 (양재동)	6783	주식회사 엠씨피인터네셔널	2023-09-27 10:27:18	I	2022-12-08 22:09:00.0	<NA>	204276.538326	441189.659955	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
343	3210000	CDFI2260012024000001	2018-06-14	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	070-4336-1824	<NA>	<NA>	서울특별시 서초구 서초동 1444-18 TSA 빌딩	서울특별시 서초구 효령로60길 23-14, TSA 빌딩 2층 (서초동)	6721	캠핑톡 주식회사	2024-05-02 16:19:25	U	2023-12-05 00:04:00.0	<NA>	201671.855399	442486.258698	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Close Punctuation

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Lowercase Letter

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter