gimi9 Pandas Profiling

Dataset statistics

Number of variables	64
Number of observations	1524
Missing cells	51314
Missing cells (%)	52.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	829.1 KiB
Average record size in memory	557.1 B

Variable types

Numeric	23
Categorical	13
Text	6
Unsupported	21
DateTime	1

Dataset

Description	2021-01-04
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20211201050100961066

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`문화체육업종명` has constant value ""	Constant
`지역구분명` is highly imbalanced (68.9%)	Imbalance
`주변환경명` is highly imbalanced (76.6%)	Imbalance
`건물용도명` is highly imbalanced (72.8%)	Imbalance
`영문상호주소` is highly imbalanced (91.1%)	Imbalance
`인허가취소일자` has 1459 (95.7%) missing values	Missing
`폐업일자` has 846 (55.5%) missing values	Missing
`휴업시작일자` has 1500 (98.4%) missing values	Missing
`휴업종료일자` has 1500 (98.4%) missing values	Missing
`재개업일자` has 1524 (100.0%) missing values	Missing
`소재지전화` has 360 (23.6%) missing values	Missing
`소재지면적` has 1524 (100.0%) missing values	Missing
`소재지우편번호` has 676 (44.4%) missing values	Missing
`도로명전체주소` has 73 (4.8%) missing values	Missing
`도로명우편번호` has 497 (32.6%) missing values	Missing
`업태구분명` has 1524 (100.0%) missing values	Missing
`좌표정보(x)` has 48 (3.1%) missing values	Missing
`좌표정보(y)` has 48 (3.1%) missing values	Missing
`총층수` has 1294 (84.9%) missing values	Missing
`제작취급품목내용` has 1524 (100.0%) missing values	Missing
`지상층수` has 1284 (84.3%) missing values	Missing
`지하층수` has 1385 (90.9%) missing values	Missing
`객실수` has 1524 (100.0%) missing values	Missing
`건축연면적` has 1524 (100.0%) missing values	Missing
`영문상호명` has 1456 (95.5%) missing values	Missing
`선박총톤수` has 1524 (100.0%) missing values	Missing
`선박척수` has 1524 (100.0%) missing values	Missing
`선박제원` has 1524 (100.0%) missing values	Missing
`무대면적` has 1524 (100.0%) missing values	Missing
`좌석수` has 1524 (100.0%) missing values	Missing
`기념품종류` has 1524 (100.0%) missing values	Missing
`회의실별동시수용인원` has 1524 (100.0%) missing values	Missing
`시설면적` has 1196 (78.5%) missing values	Missing
`놀이기구수내역` has 1524 (100.0%) missing values	Missing
`놀이시설수` has 1524 (100.0%) missing values	Missing
`방송시설유무` has 1524 (100.0%) missing values	Missing
`발전시설유무` has 1524 (100.0%) missing values	Missing
`의무실유무` has 1524 (100.0%) missing values	Missing
`안내소유무` has 1524 (100.0%) missing values	Missing
`기획여행보험시작일자` has 1514 (99.3%) missing values	Missing
`기획여행보험종료일자` has 1514 (99.3%) missing values	Missing
`자본금` has 532 (34.9%) missing values	Missing
`보험시작일자` has 466 (30.6%) missing values	Missing
`보험종료일자` has 466 (30.6%) missing values	Missing
`부대시설내역` has 1524 (100.0%) missing values	Missing
`시설규모` has 1196 (78.5%) missing values	Missing
`Unnamed: 63` has 1524 (100.0%) missing values	Missing
`자본금` is highly skewed (γ1 = 27.51463543)	Skewed
`번호` 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
`객실수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건축연면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박총톤수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박척수` 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
`무대면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`좌석수` 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
`회의실별동시수용인원` 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
`놀이시설수` 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
`Unnamed: 63` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총층수` has 19 (1.2%) zeros	Zeros
`지상층수` has 18 (1.2%) zeros	Zeros
`지하층수` has 28 (1.8%) zeros	Zeros
`시설면적` has 19 (1.2%) zeros	Zeros
`시설규모` has 19 (1.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 20:15:12.778525
Analysis finished	2024-04-17 20:15:13.868425
Duration	1.09 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1524
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	762.5

Minimum	1
Maximum	1524
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	1
5-th percentile	77.15
Q1	381.75
median	762.5
Q3	1143.25
95-th percentile	1447.85
Maximum	1524
Range	1523
Interquartile range (IQR)	761.5

Descriptive statistics

Standard deviation	440.08522
Coefficient of variation (CV)	0.57716094
Kurtosis	-1.2
Mean	762.5
Median Absolute Deviation (MAD)	381
Skewness	0
Sum	1162050
Variance	193675
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1015	1	0.1%
1024	1	0.1%
1023	1	0.1%
1022	1	0.1%
1021	1	0.1%
1020	1	0.1%
1019	1	0.1%
1018	1	0.1%
1017	1	0.1%
Other values (1514)	1514	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
1524	1	0.1%
1523	1	0.1%
1522	1	0.1%
1521	1	0.1%
1520	1	0.1%
1519	1	0.1%
1518	1	0.1%
1517	1	0.1%
1516	1	0.1%
1515	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

국외여행업	1524

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국외여행업	1524	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국외여행업	1524	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

03_12_02_P	1524

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	03_12_02_P
2nd row	03_12_02_P
3rd row	03_12_02_P
4th row	03_12_02_P
5th row	03_12_02_P

Common Values

Value	Count	Frequency (%)
03_12_02_P	1524	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_12_02_p	1524	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3304212.6

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3250000
Q1	3270000
median	3290000
Q3	3330000
95-th percentile	3380000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	41756.848
Coefficient of variation (CV)	0.012637458
Kurtosis	-0.78826707
Mean	3304212.6
Median Absolute Deviation (MAD)	30000
Skewness	0.48413127
Sum	5.03562 × 10⁹
Variance	1.7436344 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	304	19.9%
3250000	257	16.9%
3270000	196	12.9%
3330000	164	10.8%
3370000	104	6.8%
3310000	103	6.8%
3300000	102	6.7%
3380000	75	4.9%
3350000	54	3.5%
3340000	38	2.5%
Other values (6)	127	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	257	16.9%
3260000	22	1.4%
3270000	196	12.9%
3280000	9	0.6%
3290000	304	19.9%
3300000	102	6.7%
3310000	103	6.8%
3320000	34	2.2%
3330000	164	10.8%
3340000	38	2.5%

Value	Count	Frequency (%)
3400000	11	0.7%
3390000	32	2.1%
3380000	75	4.9%
3370000	104	6.8%
3360000	19	1.2%
3350000	54	3.5%
3340000	38	2.5%
3330000	164	10.8%
3320000	34	2.2%
3310000	103	6.8%

관리번호
Text

Distinct	464
Distinct (%)	30.4%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

Length

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

Characters and Unicode

Total characters	30480
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	150 ?
Unique (%)	9.8%

Sample

1st row	CDFI2260021989000002
2nd row	CDFI2260021997000004
3rd row	CDFI2260022016000014
4th row	CDFI2260022016000002
5th row	CDFI2260022017000017

Value	Count	Frequency (%)
cdfi2260022017000002	15	1.0%
cdfi2260022019000001	14	0.9%
cdfi2260022017000001	14	0.9%
cdfi2260022020000001	13	0.9%
cdfi2260022001000001	13	0.9%
cdfi2260022019000002	12	0.8%
cdfi2260022016000002	12	0.8%
cdfi2260022013000001	11	0.7%
cdfi2260022020000002	11	0.7%
cdfi2260022014000001	11	0.7%
Other values (454)	1398	91.7%

Most occurring characters

Value	Count	Frequency (%)
0	12383	40.6%
2	6483	21.3%
6	1804	5.9%
1	1693	5.6%
C	1524	5.0%
D	1524	5.0%
F	1524	5.0%
I	1524	5.0%
9	532	1.7%
3	317	1.0%
Other values (4)	1172	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24384	80.0%
Uppercase Letter	6096	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12383	50.8%
2	6483	26.6%
6	1804	7.4%
1	1693	6.9%
9	532	2.2%
3	317	1.3%
7	312	1.3%
4	311	1.3%
5	298	1.2%
8	251	1.0%

Uppercase Letter

Value	Count	Frequency (%)
C	1524	25.0%
D	1524	25.0%
F	1524	25.0%
I	1524	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24384	80.0%
Latin	6096	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12383	50.8%
2	6483	26.6%
6	1804	7.4%
1	1693	6.9%
9	532	2.2%
3	317	1.3%
7	312	1.3%
4	311	1.3%
5	298	1.2%
8	251	1.0%

Latin

Value	Count	Frequency (%)
C	1524	25.0%
D	1524	25.0%
F	1524	25.0%
I	1524	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12383	40.6%
2	6483	21.3%
6	1804	5.9%
1	1693	5.6%
C	1524	5.0%
D	1524	5.0%
F	1524	5.0%
I	1524	5.0%
9	532	1.7%
3	317	1.0%
Other values (4)	1172	3.8%

인허가일자
Real number (ℝ)

Distinct	1337
Distinct (%)	87.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20090962

Minimum	19840723
Maximum	20201224
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	19840723
5-th percentile	19970807
Q1	20041116
median	20100114
Q3	20150447
95-th percentile	20190313
Maximum	20201224
Range	360501
Interquartile range (IQR)	109331

Descriptive statistics

Standard deviation	68227.074
Coefficient of variation (CV)	0.0033959088
Kurtosis	-0.41670732
Mean	20090962
Median Absolute Deviation (MAD)	50510.5
Skewness	-0.4346881
Sum	3.0618626 × 10¹⁰
Variance	4.6549336 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20170126	5	0.3%
20190328	4	0.3%
20120709	3	0.2%
20090213	3	0.2%
20050607	3	0.2%
20131230	3	0.2%
20110506	3	0.2%
20131004	3	0.2%
20080312	3	0.2%
20170519	3	0.2%
Other values (1327)	1491	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19840723	1	0.1%
19840924	1	0.1%
19870814	1	0.1%
19890316	1	0.1%
19890421	1	0.1%
19891229	1	0.1%
19900112	1	0.1%
19910325	1	0.1%
19910530	1	0.1%
19911001	1	0.1%

Value	Count	Frequency (%)
20201224	1	0.1%
20200908	1	0.1%
20200730	1	0.1%
20200618	1	0.1%
20200617	1	0.1%
20200611	1	0.1%
20200529	1	0.1%
20200513	1	0.1%
20200428	1	0.1%
20200413	1	0.1%

인허가취소일자
Real number (ℝ)

MISSING

Distinct	54
Distinct (%)	83.1%
Missing	1459
Missing (%)	95.7%
Infinite	0
Infinite (%)	0.0%
Mean	20135840

Minimum	20030822
Maximum	20200226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	20030822
5-th percentile	20070181
Q1	20100722
median	20140912
Q3	20170705
95-th percentile	20190986
Maximum	20200226
Range	169404
Interquartile range (IQR)	69983

Descriptive statistics

Standard deviation	43332.571
Coefficient of variation (CV)	0.0021520121
Kurtosis	-0.79510266
Mean	20135840
Median Absolute Deviation (MAD)	39205
Skewness	-0.37104879
Sum	1.3088296 × 10⁹
Variance	1.8777117 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200226	3	0.2%
20090722	3	0.2%
20190305	3	0.2%
20141007	2	0.1%
20101021	2	0.1%
20160129	2	0.1%
20140912	2	0.1%
20190515	2	0.1%
20180117	1	0.1%
20080104	1	0.1%
Other values (44)	44	2.9%
(Missing)	1459	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030822	1	0.1%
20040902	1	0.1%
20061011	1	0.1%
20070123	1	0.1%
20070413	1	0.1%
20070723	1	0.1%
20080104	1	0.1%
20080509	1	0.1%
20080813	1	0.1%
20090722	3	0.2%

Value	Count	Frequency (%)
20200226	3	0.2%
20191104	1	0.1%
20190515	2	0.1%
20190305	3	0.2%
20180921	1	0.1%
20180920	1	0.1%
20180917	1	0.1%
20180503	1	0.1%
20180117	1	0.1%
20170907	1	0.1%

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

1	732
3	677
4	91
2	24

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	732	48.0%
3	677	44.4%
4	91	6.0%
2	24	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	732	48.0%
3	677	44.4%
4	91	6.0%
2	24	1.6%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

영업/정상	732
폐업	677
취소/말소/만료/정지/중지	91
휴업	24

Length

Max length	14
Median length	5
Mean length	4.1574803
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	732	48.0%
폐업	677	44.4%
취소/말소/만료/정지/중지	91	6.0%
휴업	24	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	732	48.0%
폐업	677	44.4%
취소/말소/만료/정지/중지	91	6.0%
휴업	24	1.6%

상세영업상태코드
Real number (ℝ)

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.4625984

Minimum	2
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	3
median	13
Q3	13
95-th percentile	30
Maximum	35
Range	33
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.3068415
Coefficient of variation (CV)	0.7721813
Kurtosis	1.9667523
Mean	9.4625984
Median Absolute Deviation (MAD)	10
Skewness	1.2868576
Sum	14421
Variance	53.389933
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
13	732	48.0%
3	677	44.4%
31	66	4.3%
2	24	1.6%
30	19	1.2%
35	6	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	24	1.6%
3	677	44.4%
13	732	48.0%
30	19	1.2%
31	66	4.3%
35	6	0.4%

Value	Count	Frequency (%)
35	6	0.4%
31	66	4.3%
30	19	1.2%
13	732	48.0%
3	677	44.4%
2	24	1.6%

상세영업상태명
Categorical

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

영업중	732
폐업	677
등록취소	66
휴업	24
허가취소	19

Length

Max length	4
Median length	3
Mean length	2.5997375
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	732	48.0%
폐업	677	44.4%
등록취소	66	4.3%
휴업	24	1.6%
허가취소	19	1.2%
직권말소	6	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	732	48.0%
폐업	677	44.4%
등록취소	66	4.3%
휴업	24	1.6%
허가취소	19	1.2%
직권말소	6	0.4%

폐업일자
Real number (ℝ)

MISSING

Distinct	609
Distinct (%)	89.8%
Missing	846
Missing (%)	55.5%
Infinite	0
Infinite (%)	0.0%
Mean	20120492

Minimum	19990403
Maximum	21090618
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	19990403
5-th percentile	20020602
Q1	20080114
median	20130112
Q3	20170515
95-th percentile	20200541
Maximum	21090618
Range	1100215
Interquartile range (IQR)	90401

Descriptive statistics

Standard deviation	67731.16
Coefficient of variation (CV)	0.0033662775
Kurtosis	60.758342
Mean	20120492
Median Absolute Deviation (MAD)	49097.5
Skewness	4.1177733
Sum	1.3641694 × 10¹⁰
Variance	4.5875101 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000111	8	0.5%
20001129	4	0.3%
20190919	3	0.2%
20190630	3	0.2%
20140717	3	0.2%
20200825	3	0.2%
20161018	3	0.2%
20200630	3	0.2%
20200424	2	0.1%
20170831	2	0.1%
Other values (599)	644	42.3%
(Missing)	846	55.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990403	1	0.1%
19990614	1	0.1%
19990622	1	0.1%
19990909	1	0.1%
19991006	1	0.1%
19991104	1	0.1%
19991222	1	0.1%
20000111	8	0.5%
20000128	1	0.1%
20000609	1	0.1%

Value	Count	Frequency (%)
21090618	1	0.1%
20201229	1	0.1%
20201221	1	0.1%
20201207	1	0.1%
20201127	1	0.1%
20201113	1	0.1%
20201103	1	0.1%
20201023	1	0.1%
20201006	1	0.1%
20200928	1	0.1%

휴업시작일자
Real number (ℝ)

MISSING

Distinct	23
Distinct (%)	95.8%
Missing	1500
Missing (%)	98.4%
Infinite	0
Infinite (%)	0.0%
Mean	20195264

Minimum	20150521
Maximum	20210101
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	20150521
5-th percentile	20163628
Q1	20197901
median	20200808
Q3	20200903
95-th percentile	20201201
Maximum	20210101
Range	59580
Interquartile range (IQR)	3001.75

Descriptive statistics

Standard deviation	13575.874
Coefficient of variation (CV)	0.00067223057
Kurtosis	5.7923452
Mean	20195264
Median Absolute Deviation (MAD)	250
Skewness	-2.4350141
Sum	4.8468635 × 10⁸
Variance	1.8430436 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
20201201	2	0.1%
20150521	1	0.1%
20200801	1	0.1%
20200901	1	0.1%
20200311	1	0.1%
20201026	1	0.1%
20200824	1	0.1%
20200601	1	0.1%
20200301	1	0.1%
20200713	1	0.1%
Other values (13)	13	0.9%
(Missing)	1500	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20150521	1	0.1%
20160721	1	0.1%
20180101	1	0.1%
20190111	1	0.1%
20190415	1	0.1%
20190701	1	0.1%
20200301	1	0.1%
20200311	1	0.1%
20200526	1	0.1%
20200601	1	0.1%

Value	Count	Frequency (%)
20210101	1	0.1%
20201201	2	0.1%
20201026	1	0.1%
20201008	1	0.1%
20200905	1	0.1%
20200902	1	0.1%
20200901	1	0.1%
20200824	1	0.1%
20200821	1	0.1%
20200820	1	0.1%

휴업종료일자
Real number (ℝ)

MISSING

Distinct	21
Distinct (%)	87.5%
Missing	1500
Missing (%)	98.4%
Infinite	0
Infinite (%)	0.0%
Mean	20201548

Minimum	20160520
Maximum	20211130
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	20160520
5-th percentile	20164231
Q1	20200630
median	20210166
Q3	20210552
95-th percentile	20211114
Maximum	20211130
Range	50610
Interquartile range (IQR)	9922

Descriptive statistics

Standard deviation	14873.711
Coefficient of variation (CV)	0.00073626592
Kurtosis	3.2160436
Mean	20201548
Median Absolute Deviation (MAD)	911
Skewness	-1.9475682
Sum	4.8483716 × 10⁸
Variance	2.2122729 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
20211130	2	0.1%
20201231	2	0.1%
20200630	2	0.1%
20210819	1	0.1%
20181231	1	0.1%
20210228	1	0.1%
20200831	1	0.1%
20211025	1	0.1%
20210824	1	0.1%
20210630	1	0.1%
Other values (11)	11	0.7%
(Missing)	1500	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20160520	1	0.1%
20161231	1	0.1%
20181231	1	0.1%
20190811	1	0.1%
20191015	1	0.1%
20200630	2	0.1%
20200831	1	0.1%
20201231	2	0.1%
20210112	1	0.1%
20210120	1	0.1%

Value	Count	Frequency (%)
20211130	2	0.1%
20211025	1	0.1%
20210824	1	0.1%
20210819	1	0.1%
20210630	1	0.1%
20210526	1	0.1%
20210407	1	0.1%
20210331	1	0.1%
20210304	1	0.1%
20210228	1	0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

소재지전화
Text

MISSING

Distinct	1122
Distinct (%)	96.4%
Missing	360
Missing (%)	23.6%
Memory size	12.0 KiB

Length

Max length	20
Median length	12
Mean length	10.654639
Min length	1

Characters and Unicode

Total characters	12402
Distinct characters	18
Distinct categories	7 ?
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	1084 ?
Unique (%)	93.1%

Sample

1st row	469-7731
2nd row	468-7555
3rd row	070-7008-7788
4th row	051 7537300
5th row	070 47909088

Value	Count	Frequency (%)
051	34	2.8%
	6	0.5%
070	6	0.5%
464-8802	3	0.2%
070-4848-4700	2	0.2%
465-1800	2	0.2%
051-203-7040	2	0.2%
051-611-7667	2	0.2%
051-462-5525	2	0.2%
051-796-1203	2	0.2%
Other values (1143)	1174	95.1%

Most occurring characters

Value	Count	Frequency (%)
0	1995	16.1%
-	1724	13.9%
1	1611	13.0%
5	1550	12.5%
4	956	7.7%
6	952	7.7%
8	825	6.7%
7	794	6.4%
2	793	6.4%
3	616	5.0%
Other values (8)	586	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10562	85.2%
Dash Punctuation	1724	13.9%
Space Separator	71	0.6%
Close Punctuation	27	0.2%
Other Punctuation	11	0.1%
Open Punctuation	4	< 0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1995	18.9%
1	1611	15.3%
5	1550	14.7%
4	956	9.1%
6	952	9.0%
8	825	7.8%
7	794	7.5%
2	793	7.5%
3	616	5.8%
9	470	4.4%

Other Punctuation

Value	Count	Frequency (%)
.	6	54.5%
,	4	36.4%
'	1	9.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1724	100.0%

Space Separator

Value	Count	Frequency (%)
	71	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	27	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12402	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1995	16.1%
-	1724	13.9%
1	1611	13.0%
5	1550	12.5%
4	956	7.7%
6	952	7.7%
8	825	6.7%
7	794	6.4%
2	793	6.4%
3	616	5.0%
Other values (8)	586	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12402	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1995	16.1%
-	1724	13.9%
1	1611	13.0%
5	1550	12.5%
4	956	7.7%
6	952	7.7%
8	825	6.7%
7	794	6.4%
2	793	6.4%
3	616	5.0%
Other values (8)	586	4.7%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	345
Distinct (%)	40.7%
Missing	676
Missing (%)	44.4%
Infinite	0
Infinite (%)	0.0%
Mean	608420.24

Minimum	600011
Maximum	619963
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	600011
5-th percentile	600021
Q1	601808
median	608831
Q3	613879.25
95-th percentile	616739
Maximum	619963
Range	19952
Interquartile range (IQR)	12071.25

Descriptive statistics

Standard deviation	6002.8841
Coefficient of variation (CV)	0.0098663452
Kurtosis	-1.5188322
Mean	608420.24
Median Absolute Deviation (MAD)	6011.5
Skewness	-0.17238436
Sum	5.1594037 × 10⁸
Variance	36034618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600815	36	2.4%
601839	19	1.2%
614826	16	1.0%
600014	15	1.0%
601715	13	0.9%
600816	12	0.8%
600013	12	0.8%
601837	11	0.7%
608804	11	0.7%
601010	10	0.7%
Other values (335)	693	45.5%
(Missing)	676	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	0.1%
600012	6	0.4%
600013	12	0.8%
600014	15	1.0%
600015	4	0.3%
600016	4	0.3%
600021	2	0.1%
600022	3	0.2%
600023	4	0.3%
600024	1	0.1%

Value	Count	Frequency (%)
619963	1	0.1%
619905	1	0.1%
619901	1	0.1%
618899	2	0.1%
618820	1	0.1%
618200	1	0.1%
618142	1	0.1%
617844	1	0.1%
617835	1	0.1%
617831	2	0.1%

소재지전체주소
Text

Distinct	1411
Distinct (%)	92.6%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

Length

Max length	49
Median length	41
Mean length	26.763123
Min length	12

Characters and Unicode

Total characters	40787
Distinct characters	401
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	1325 ?
Unique (%)	86.9%

Sample

1st row	부산광역시 중구 중앙동4가 53-30번지 1층
2nd row	부산광역시 중구 대창동2가 11-7
3rd row	부산광역시 중구 대창동1가 51
4th row	부산광역시 중구 중앙동4가 31-1번지
5th row	부산광역시 중구 중앙동4가 23-1 1303호

Value	Count	Frequency (%)
부산광역시	1524	19.6%
부산진구	305	3.9%
중구	256	3.3%
동구	197	2.5%
해운대구	163	2.1%
초량동	142	1.8%
중앙동4가	126	1.6%
부전동	125	1.6%
연제구	104	1.3%
남구	103	1.3%
Other values (2065)	4724	60.8%

Most occurring characters

Value	Count	Frequency (%)
	6248	15.3%
부	2047	5.0%
1	2008	4.9%
산	1985	4.9%
동	1983	4.9%
광	1570	3.8%
시	1568	3.8%
구	1535	3.8%
역	1531	3.8%
-	1313	3.2%
Other values (391)	18999	46.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24306	59.6%
Decimal Number	8670	21.3%
Space Separator	6248	15.3%
Dash Punctuation	1313	3.2%
Uppercase Letter	150	0.4%
Lowercase Letter	42	0.1%
Open Punctuation	22	0.1%
Close Punctuation	22	0.1%
Other Punctuation	14	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	2047	8.4%
산	1985	8.2%
동	1983	8.2%
광	1570	6.5%
시	1568	6.5%
구	1535	6.3%
역	1531	6.3%
지	1190	4.9%
번	1142	4.7%
호	537	2.2%
Other values (335)	9218	37.9%

Uppercase Letter

Value	Count	Frequency (%)
S	19	12.7%
B	16	10.7%
K	14	9.3%
T	14	9.3%
A	14	9.3%
C	9	6.0%
E	8	5.3%
O	7	4.7%
D	6	4.0%
I	6	4.0%
Other values (11)	37	24.7%

Lowercase Letter

Value	Count	Frequency (%)
e	10	23.8%
o	4	9.5%
l	4	9.5%
i	3	7.1%
a	2	4.8%
n	2	4.8%
w	2	4.8%
x	2	4.8%
p	2	4.8%
m	2	4.8%
Other values (8)	9	21.4%

Decimal Number

Value	Count	Frequency (%)
1	2008	23.2%
2	1159	13.4%
3	967	11.2%
4	917	10.6%
0	864	10.0%
5	677	7.8%
8	589	6.8%
7	557	6.4%
6	531	6.1%
9	401	4.6%

Other Punctuation

Value	Count	Frequency (%)
/	8	57.1%
,	5	35.7%
@	1	7.1%

Space Separator

Value	Count	Frequency (%)
	6248	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1313	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	22	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24306	59.6%
Common	16289	39.9%
Latin	192	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	2047	8.4%
산	1985	8.2%
동	1983	8.2%
광	1570	6.5%
시	1568	6.5%
구	1535	6.3%
역	1531	6.3%
지	1190	4.9%
번	1142	4.7%
호	537	2.2%
Other values (335)	9218	37.9%

Latin

Value	Count	Frequency (%)
S	19	9.9%
B	16	8.3%
K	14	7.3%
T	14	7.3%
A	14	7.3%
e	10	5.2%
C	9	4.7%
E	8	4.2%
O	7	3.6%
D	6	3.1%
Other values (29)	75	39.1%

Common

Value	Count	Frequency (%)
	6248	38.4%
1	2008	12.3%
-	1313	8.1%
2	1159	7.1%
3	967	5.9%
4	917	5.6%
0	864	5.3%
5	677	4.2%
8	589	3.6%
7	557	3.4%
Other values (7)	990	6.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24306	59.6%
ASCII	16481	40.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6248	37.9%
1	2008	12.2%
-	1313	8.0%
2	1159	7.0%
3	967	5.9%
4	917	5.6%
0	864	5.2%
5	677	4.1%
8	589	3.6%
7	557	3.4%
Other values (46)	1182	7.2%

Hangul

Value	Count	Frequency (%)
부	2047	8.4%
산	1985	8.2%
동	1983	8.2%
광	1570	6.5%
시	1568	6.5%
구	1535	6.3%
역	1531	6.3%
지	1190	4.9%
번	1142	4.7%
호	537	2.2%
Other values (335)	9218	37.9%

도로명전체주소
Text

MISSING

Distinct	1398
Distinct (%)	96.3%
Missing	73
Missing (%)	4.8%
Memory size	12.0 KiB

Length

Max length	56
Median length	47
Mean length	34.008959
Min length	20

Characters and Unicode

Total characters	49347
Distinct characters	424
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	1354 ?
Unique (%)	93.3%

Sample

1st row	부산광역시 중구 중앙대로81번길 2 (중앙동4가,1층)
2nd row	부산광역시 중구 중앙대로 151 (대창동2가)
3rd row	부산광역시 중구 해관로 89, 10층 8호 (대창동1가, 중앙빌딩)
4th row	부산광역시 중구 중앙대로81번길 3 (중앙동4가)
5th row	부산광역시 중구 중앙대로 80, 1303호 (중앙동4가, 노블리안2)

Value	Count	Frequency (%)
부산광역시	1451	15.6%
부산진구	288	3.1%
중구	247	2.7%
중앙대로	243	2.6%
동구	176	1.9%
해운대구	157	1.7%
2층	122	1.3%
연제구	103	1.1%
남구	102	1.1%
동래구	100	1.1%
Other values (2056)	6297	67.8%

Most occurring characters

Value	Count	Frequency (%)
	8148	16.5%
동	2036	4.1%
부	1995	4.0%
산	1914	3.9%
1	1778	3.6%
,	1615	3.3%
시	1549	3.1%
광	1534	3.1%
구	1487	3.0%
역	1459	3.0%
Other values (414)	25832	52.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	28419	57.6%
Space Separator	8148	16.5%
Decimal Number	7812	15.8%
Other Punctuation	1621	3.3%
Open Punctuation	1459	3.0%
Close Punctuation	1459	3.0%
Dash Punctuation	192	0.4%
Uppercase Letter	185	0.4%
Lowercase Letter	49	0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	2036	7.2%
부	1995	7.0%
산	1914	6.7%
시	1549	5.5%
광	1534	5.4%
구	1487	5.2%
역	1459	5.1%
로	1452	5.1%
대	999	3.5%
중	851	3.0%
Other values (357)	13143	46.2%

Uppercase Letter

Value	Count	Frequency (%)
C	22	11.9%
S	21	11.4%
A	20	10.8%
B	19	10.3%
K	16	8.6%
E	15	8.1%
T	12	6.5%
I	8	4.3%
P	7	3.8%
Y	6	3.2%
Other values (12)	39	21.1%

Lowercase Letter

Value	Count	Frequency (%)
e	13	26.5%
i	4	8.2%
l	4	8.2%
o	4	8.2%
p	2	4.1%
a	2	4.1%
d	2	4.1%
u	2	4.1%
m	2	4.1%
x	2	4.1%
Other values (8)	12	24.5%

Decimal Number

Value	Count	Frequency (%)
1	1778	22.8%
2	1148	14.7%
3	946	12.1%
0	919	11.8%
4	693	8.9%
5	548	7.0%
6	507	6.5%
7	467	6.0%
8	406	5.2%
9	400	5.1%

Other Punctuation

Value	Count	Frequency (%)
,	1615	99.6%
/	6	0.4%

Space Separator

Value	Count	Frequency (%)
	8148	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1459	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1459	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	192	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	28419	57.6%
Common	20694	41.9%
Latin	234	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2036	7.2%
부	1995	7.0%
산	1914	6.7%
시	1549	5.5%
광	1534	5.4%
구	1487	5.2%
역	1459	5.1%
로	1452	5.1%
대	999	3.5%
중	851	3.0%
Other values (357)	13143	46.2%

Latin

Value	Count	Frequency (%)
C	22	9.4%
S	21	9.0%
A	20	8.5%
B	19	8.1%
K	16	6.8%
E	15	6.4%
e	13	5.6%
T	12	5.1%
I	8	3.4%
P	7	3.0%
Other values (30)	81	34.6%

Common

Value	Count	Frequency (%)
	8148	39.4%
1	1778	8.6%
,	1615	7.8%
(	1459	7.1%
)	1459	7.1%
2	1148	5.5%
3	946	4.6%
0	919	4.4%
4	693	3.3%
5	548	2.6%
Other values (7)	1981	9.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	28419	57.6%
ASCII	20928	42.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8148	38.9%
1	1778	8.5%
,	1615	7.7%
(	1459	7.0%
)	1459	7.0%
2	1148	5.5%
3	946	4.5%
0	919	4.4%
4	693	3.3%
5	548	2.6%
Other values (47)	2215	10.6%

Hangul

Value	Count	Frequency (%)
동	2036	7.2%
부	1995	7.0%
산	1914	6.7%
시	1549	5.5%
광	1534	5.4%
구	1487	5.2%
역	1459	5.1%
로	1452	5.1%
대	999	3.5%
중	851	3.0%
Other values (357)	13143	46.2%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	504
Distinct (%)	49.1%
Missing	497
Missing (%)	32.6%
Infinite	0
Infinite (%)	0.0%
Mean	105941.53

Minimum	46007
Maximum	619960
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	46007
5-th percentile	46526
Q1	47353
median	48114
Q3	48924
95-th percentile	612040
Maximum	619960
Range	573953
Interquartile range (IQR)	1571

Descriptive statistics

Standard deviation	170929.01
Coefficient of variation (CV)	1.6134278
Kurtosis	4.8372422
Mean	105941.53
Median Absolute Deviation (MAD)	810
Skewness	2.6127172
Sum	1.0880195 × 10⁸
Variance	2.9216726 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48059	30	2.0%
47257	21	1.4%
48924	18	1.2%
48508	15	1.0%
48930	14	0.9%
48821	13	0.9%
48792	13	0.9%
48092	12	0.8%
48938	12	0.8%
48060	12	0.8%
Other values (494)	867	56.9%
(Missing)	497	32.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46007	1	0.1%
46015	2	0.1%
46019	1	0.1%
46024	1	0.1%
46056	1	0.1%
46063	1	0.1%
46064	1	0.1%
46066	1	0.1%
46072	1	0.1%
46213	1	0.1%

Value	Count	Frequency (%)
619960	1	0.1%
618899	1	0.1%
618820	1	0.1%
618142	1	0.1%
617814	1	0.1%
617809	1	0.1%
617807	1	0.1%
616852	3	0.2%
616727	1	0.1%
614854	1	0.1%

사업장명
Text

Distinct	1486
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

Length

Max length	32
Median length	21
Mean length	8.32021
Min length	2

Characters and Unicode

Total characters	12680
Distinct characters	527
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	1448 ?
Unique (%)	95.0%

Sample

1st row	(주)팔성국제관광
2nd row	(주)남태평양관광
3rd row	PMP 투어
4th row	파초여행(주)
5th row	수트래블

Value	Count	Frequency (%)
주식회사	95	5.2%
여행사	35	1.9%
주	22	1.2%
투어	22	1.2%
여행	11	0.6%
tour	11	0.6%
트래블	4	0.2%
부산	4	0.2%
협동조합	4	0.2%
앤	3	0.2%
Other values (1561)	1630	88.5%

Most occurring characters

Value	Count	Frequency (%)
주	1141	9.0%
)	1042	8.2%
(	1041	8.2%
행	609	4.8%
여	607	4.8%
사	569	4.5%
어	535	4.2%
투	530	4.2%
	317	2.5%
이	251	2.0%
Other values (517)	6038	47.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9959	78.5%
Close Punctuation	1042	8.2%
Open Punctuation	1041	8.2%
Space Separator	317	2.5%
Uppercase Letter	206	1.6%
Lowercase Letter	66	0.5%
Other Punctuation	27	0.2%
Decimal Number	18	0.1%
Dash Punctuation	3	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	1141	11.5%
행	609	6.1%
여	607	6.1%
사	569	5.7%
어	535	5.4%
투	530	5.3%
이	251	2.5%
스	223	2.2%
광	151	1.5%
관	146	1.5%
Other values (458)	5197	52.2%

Uppercase Letter

Value	Count	Frequency (%)
T	32	15.5%
O	21	10.2%
R	17	8.3%
U	12	5.8%
E	12	5.8%
H	11	5.3%
A	10	4.9%
I	9	4.4%
J	9	4.4%
S	8	3.9%
Other values (14)	65	31.6%

Lowercase Letter

Value	Count	Frequency (%)
o	9	13.6%
r	7	10.6%
a	7	10.6%
l	5	7.6%
t	5	7.6%
e	4	6.1%
w	3	4.5%
u	3	4.5%
i	3	4.5%
m	3	4.5%
Other values (11)	17	25.8%

Decimal Number

Value	Count	Frequency (%)
8	5	27.8%
1	5	27.8%
2	5	27.8%
4	2	11.1%
0	1	5.6%

Other Punctuation

Value	Count	Frequency (%)
.	20	74.1%
&	3	11.1%
,	2	7.4%
·	2	7.4%

Close Punctuation

Value	Count	Frequency (%)
)	1042	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1041	100.0%

Space Separator

Value	Count	Frequency (%)
	317	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Math Symbol

Value	Count	Frequency (%)
>	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9959	78.5%
Common	2449	19.3%
Latin	272	2.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1141	11.5%
행	609	6.1%
여	607	6.1%
사	569	5.7%
어	535	5.4%
투	530	5.3%
이	251	2.5%
스	223	2.2%
광	151	1.5%
관	146	1.5%
Other values (458)	5197	52.2%

Latin

Value	Count	Frequency (%)
T	32	11.8%
O	21	7.7%
R	17	6.2%
U	12	4.4%
E	12	4.4%
H	11	4.0%
A	10	3.7%
o	9	3.3%
I	9	3.3%
J	9	3.3%
Other values (35)	130	47.8%

Common

Value	Count	Frequency (%)
)	1042	42.5%
(	1041	42.5%
	317	12.9%
.	20	0.8%
8	5	0.2%
1	5	0.2%
2	5	0.2%
-	3	0.1%
&	3	0.1%
,	2	0.1%
Other values (4)	6	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9959	78.5%
ASCII	2719	21.4%
None	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	1141	11.5%
행	609	6.1%
여	607	6.1%
사	569	5.7%
어	535	5.4%
투	530	5.3%
이	251	2.5%
스	223	2.2%
광	151	1.5%
관	146	1.5%
Other values (458)	5197	52.2%

ASCII

Value	Count	Frequency (%)
)	1042	38.3%
(	1041	38.3%
	317	11.7%
T	32	1.2%
O	21	0.8%
.	20	0.7%
R	17	0.6%
U	12	0.4%
E	12	0.4%
H	11	0.4%
Other values (48)	194	7.1%

None

Value	Count	Frequency (%)
·	2	100.0%

최종수정시점
Real number (ℝ)

Distinct	1499
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.016012 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.0201231 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	2.0021018 × 10¹³
5-th percentile	2.0041222 × 10¹³
Q1	2.0130688 × 10¹³
median	2.0190603 × 10¹³
Q3	2.0200526 × 10¹³
95-th percentile	2.020103 × 10¹³
Maximum	2.0201231 × 10¹³
Range	1.8021303 × 10¹¹
Interquartile range (IQR)	6.9838251 × 10¹⁰

Descriptive statistics

Standard deviation	5.1980137 × 10¹⁰
Coefficient of variation (CV)	0.0025783645
Kurtosis	-0.021801277
Mean	2.016012 × 10¹³
Median Absolute Deviation (MAD)	1.035099 × 10¹⁰
Skewness	-1.130831
Sum	3.0724023 × 10¹⁶
Variance	2.7019346 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030127161348	14	0.9%
20030127161421	13	0.9%
20191125152411	1	0.1%
20200928143031	1	0.1%
20200303180524	1	0.1%
20191129142304	1	0.1%
20200327115410	1	0.1%
20200724101111	1	0.1%
20190715094149	1	0.1%
20200122151348	1	0.1%
Other values (1489)	1489	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021018131515	1	0.1%
20021217165315	1	0.1%
20030127161348	14	0.9%
20030127161421	13	0.9%
20030312181241	1	0.1%
20030319111845	1	0.1%
20030319113847	1	0.1%
20030422140241	1	0.1%
20030516111006	1	0.1%
20030526111222	1	0.1%

Value	Count	Frequency (%)
20201231164359	1	0.1%
20201231163615	1	0.1%
20201231162318	1	0.1%
20201231162213	1	0.1%
20201231101853	1	0.1%
20201231095244	1	0.1%
20201230102854	1	0.1%
20201229181901	1	0.1%
20201228104452	1	0.1%
20201228090556	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

U	811
I	713

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	811	53.2%
I	713	46.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	811	53.2%
i	713	46.8%

데이터갱신일자
Date

Distinct	379
Distinct (%)	24.9%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	977
Distinct (%)	66.2%
Missing	48
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	388221.97

Minimum	368967.07
Maximum	402047.51
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	368967.07
5-th percentile	381690.44
Q1	385676.23
median	387735.95
Q3	390196.99
95-th percentile	396180.62
Maximum	402047.51
Range	33080.438
Interquartile range (IQR)	4520.7654

Descriptive statistics

Standard deviation	4128.8036
Coefficient of variation (CV)	0.010635162
Kurtosis	1.6477046
Mean	388221.97
Median Absolute Deviation (MAD)	2105.2043
Skewness	0.15384949
Sum	5.7301562 × 10⁸
Variance	17047019
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
387225.613588405	29	1.9%
391411.212179843	25	1.6%
385473.576409934	18	1.2%
385507.640529964	18	1.2%
385502.492319657	15	1.0%
386093.674147239	15	1.0%
387778.879751482	14	0.9%
385676.22672246	10	0.7%
385561.650139456	10	0.7%
387869.134317928	10	0.7%
Other values (967)	1312	86.1%
(Missing)	48	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
368967.073191522	1	0.1%
369562.400873148	1	0.1%
370724.725584034	1	0.1%
373506.567424228	1	0.1%
374032.128682044	1	0.1%
374846.363500608	1	0.1%
374855.262495739	1	0.1%
375081.023101277	1	0.1%
375136.600064481	1	0.1%
375347.880983364	1	0.1%

Value	Count	Frequency (%)
402047.511203294	1	0.1%
401991.877826951	1	0.1%
401723.13090266	1	0.1%
401641.020500667	1	0.1%
401544.23446258	1	0.1%
400815.753437419	1	0.1%
400785.386135101	1	0.1%
400758.886505466	1	0.1%
399319.299298474	1	0.1%
399031.644528728	1	0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	977
Distinct (%)	66.2%
Missing	48
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	185617.56

Minimum	174307.15
Maximum	205995.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	174307.15
5-th percentile	179877.2
Q1	181342.8
median	185983.92
Q3	188211.83
95-th percentile	193792.86
Maximum	205995.9
Range	31688.756
Interquartile range (IQR)	6869.0346

Descriptive statistics

Standard deviation	4490.9904
Coefficient of variation (CV)	0.024194858
Kurtosis	0.68354009
Mean	185617.56
Median Absolute Deviation (MAD)	3380.2414
Skewness	0.63111067
Sum	2.7397152 × 10⁸
Variance	20168995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186408.726533861	29	1.9%
184052.409245407	25	1.6%
180297.978228551	18	1.2%
180548.792611588	18	1.2%
180297.579330876	15	1.0%
182068.358104572	15	1.0%
184455.754008589	14	0.9%
180949.186545775	10	0.7%
180152.738082365	10	0.7%
186381.28184674	10	0.7%
Other values (967)	1312	86.1%
(Missing)	48	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174307.148168245	1	0.1%
174856.056137804	1	0.1%
175087.296427656	1	0.1%
175314.286676535	1	0.1%
176115.246760367	1	0.1%
177441.748341131	1	0.1%
177503.490301168	1	0.1%
177655.928945174	1	0.1%
177674.066929899	1	0.1%
177733.129142587	1	0.1%

Value	Count	Frequency (%)
205995.903772118	1	0.1%
205215.662219856	1	0.1%
204802.042928644	1	0.1%
204665.784677421	1	0.1%
204592.491613115	1	0.1%
204214.040987968	1	0.1%
199051.512822937	1	0.1%
198984.033259358	1	0.1%
198318.429497447	1	0.1%
198282.937017706	1	0.1%

문화체육업종명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

국외여행업	1524

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국외여행업	1524	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국외여행업	1524	100.0%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

<NA>	813
관광사업	711

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	813	53.3%
관광사업	711	46.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	813	53.3%
관광사업	711	46.7%

지역구분명
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

<NA>	1281
일반주거지역	50
일반상업지역	46
준주거지역	42
상업지역	41
Other values (6)	64

Length

Max length	6
Median length	4
Mean length	4.2119423
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1281	84.1%
일반주거지역	50	3.3%
일반상업지역	46	3.0%
준주거지역	42	2.8%
상업지역	41	2.7%
근린상업지역	34	2.2%
주거지역	15	1.0%
준공업지역	9	0.6%
중심상업지역	3	0.2%
자연녹지지역	2	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1281	84.1%
일반주거지역	50	3.3%
일반상업지역	46	3.0%
준주거지역	42	2.8%
상업지역	41	2.7%
근린상업지역	34	2.2%
주거지역	15	1.0%
준공업지역	9	0.6%
중심상업지역	3	0.2%
자연녹지지역	2	0.1%

총층수
Real number (ℝ)

MISSING ZEROS

Distinct	30
Distinct (%)	13.0%
Missing	1294
Missing (%)	84.9%
Infinite	0
Infinite (%)	0.0%
Mean	6.1869565

Minimum	0
Maximum	54
Zeros	19
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	7
95-th percentile	20.55
Maximum	54
Range	54
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	7.609165
Coefficient of variation (CV)	1.2298721
Kurtosis	12.892301
Mean	6.1869565
Median Absolute Deviation (MAD)	2
Skewness	3.1665594
Sum	1423
Variance	57.899392
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
3	33	2.2%
4	30	2.0%
2	30	2.0%
5	23	1.5%
0	19	1.2%
6	18	1.2%
1	18	1.2%
7	10	0.7%
10	9	0.6%
8	7	0.5%
Other values (20)	33	2.2%
(Missing)	1294	84.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	1.2%
1	18	1.2%
2	30	2.0%
3	33	2.2%
4	30	2.0%
5	23	1.5%
6	18	1.2%
7	10	0.7%
8	7	0.5%
9	4	0.3%

Value	Count	Frequency (%)
54	1	0.1%
50	1	0.1%
33	2	0.1%
31	3	0.2%
27	1	0.1%
25	1	0.1%
24	1	0.1%
23	1	0.1%
21	1	0.1%
20	3	0.2%

주변환경명
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

<NA>	1366
기타	80
주택가주변	22
학교정화(상대)	21
아파트지역	18
Other values (3)	17

Length

Max length	8
Median length	4
Mean length	4.0183727
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1366	89.6%
기타	80	5.2%
주택가주변	22	1.4%
학교정화(상대)	21	1.4%
아파트지역	18	1.2%
유흥업소밀집지역	10	0.7%
결혼예식장주변	4	0.3%
학교정화(절대)	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1366	89.6%
기타	80	5.2%
주택가주변	22	1.4%
학교정화(상대	21	1.4%
아파트지역	18	1.2%
유흥업소밀집지역	10	0.7%
결혼예식장주변	4	0.3%
학교정화(절대	3	0.2%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

보험기관명
Categorical

Distinct	32
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

<NA>	515
서울보증보험	331
서울보증보험주식회사	318
한국관광협회	91
한국관광협회중앙회 여행공제회	91
Other values (27)	178

Length

Max length	18
Median length	16
Mean length	7.0905512
Min length	4

Unique

Unique	13 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	515	33.8%
서울보증보험	331	21.7%
서울보증보험주식회사	318	20.9%
한국관광협회	91	6.0%
한국관광협회중앙회 여행공제회	91	6.0%
한국관광협회중앙회	66	4.3%
서울보증보험(주)	27	1.8%
부산광역시관광협회	15	1.0%
한국관광협회중앙회여행공제회	10	0.7%
한국관광협회중앙회 관광공제회	10	0.7%
Other values (22)	50	3.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	515	31.4%
서울보증보험	332	20.2%
서울보증보험주식회사	318	19.4%
한국관광협회중앙회	169	10.3%
여행공제회	94	5.7%
한국관광협회	93	5.7%
서울보증보험(주	27	1.6%
관광공제회	19	1.2%
부산광역시관광협회	15	0.9%
관광협회	13	0.8%
Other values (21)	46	2.8%

건물용도명
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

<NA>	1245
근린생활시설	184
사무실	74
기타	6
교육연구시설	4
Other values (6)	11

Length

Max length	12
Median length	4
Mean length	4.1935696
Min length	2

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1245	81.7%
근린생활시설	184	12.1%
사무실	74	4.9%
기타	6	0.4%
교육연구시설	4	0.3%
아파트	3	0.2%
단독주택	3	0.2%
유통시설	2	0.1%
복지시설	1	0.1%
운수시설	1	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1245	81.7%
근린생활시설	184	12.1%
사무실	74	4.9%
기타	6	0.4%
교육연구시설	4	0.3%
아파트	3	0.2%
단독주택	3	0.2%
유통시설	2	0.1%
복지시설	1	0.1%
운수시설	1	0.1%

지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	28
Distinct (%)	11.7%
Missing	1284
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	5.5625

Minimum	0
Maximum	49
Zeros	18
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	6
95-th percentile	19.05
Maximum	49
Range	49
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.7138346
Coefficient of variation (CV)	1.2069815
Kurtosis	12.096476
Mean	5.5625
Median Absolute Deviation (MAD)	2
Skewness	3.004061
Sum	1335
Variance	45.075575
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
2	49	3.2%
3	42	2.8%
4	23	1.5%
5	20	1.3%
1	20	1.3%
0	18	1.2%
6	12	0.8%
9	9	0.6%
7	7	0.5%
8	5	0.3%
Other values (18)	35	2.3%
(Missing)	1284	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	1.2%
1	20	1.3%
2	49	3.2%
3	42	2.8%
4	23	1.5%
5	20	1.3%
6	12	0.8%
7	7	0.5%
8	5	0.3%
9	9	0.6%

Value	Count	Frequency (%)
49	1	0.1%
43	1	0.1%
29	1	0.1%
28	1	0.1%
26	3	0.2%
24	1	0.1%
22	1	0.1%
20	3	0.2%
19	2	0.1%
18	2	0.1%

지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	5.8%
Missing	1385
Missing (%)	90.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.3956835

Minimum	0
Maximum	7
Zeros	28
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1.5
95-th percentile	5
Maximum	7
Range	7
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	1.4376849
Coefficient of variation (CV)	1.0300938
Kurtosis	3.2221602
Mean	1.3956835
Median Absolute Deviation (MAD)	0
Skewness	1.8600519
Sum	194
Variance	2.0669378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	76	5.0%
0	28	1.8%
2	17	1.1%
5	8	0.5%
4	4	0.3%
3	3	0.2%
6	2	0.1%
7	1	0.1%
(Missing)	1385	90.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	1.8%
1	76	5.0%
2	17	1.1%
3	3	0.2%
4	4	0.3%
5	8	0.5%
6	2	0.1%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	2	0.1%
5	8	0.5%
4	4	0.3%
3	3	0.2%
2	17	1.1%
1	76	5.0%
0	28	1.8%

객실수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

건축연면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

영문상호명
Text

MISSING

Distinct	67
Distinct (%)	98.5%
Missing	1456
Missing (%)	95.5%
Memory size	12.0 KiB

Length

Max length	43
Median length	26
Mean length	17.926471
Min length	1

Characters and Unicode

Total characters	1219
Distinct characters	57
Distinct categories	7 ?
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	66 ?
Unique (%)	97.1%

Sample

1st row	Cross Market
2nd row	0
3rd row	Codi Tour Co., LTD
4th row	KUKJE TRAVEL SERVICE., Inc
5th row	UNI. WORLD. TOUR

Value	Count	Frequency (%)
tour	23	11.1%
travel	17	8.2%
co	14	6.7%
co.,ltd	13	6.2%
ltd	13	6.2%
agency	6	2.9%
inc	6	2.9%
service	5	2.4%
international	4	1.9%
co.ltd	4	1.9%
Other values (95)	103	49.5%

Most occurring characters

Value	Count	Frequency (%)
	140	11.5%
T	81	6.6%
L	57	4.7%
O	53	4.3%
A	52	4.3%
R	52	4.3%
E	51	4.2%
C	50	4.1%
o	49	4.0%
.	45	3.7%
Other values (47)	589	48.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	673	55.2%
Lowercase Letter	320	26.3%
Space Separator	140	11.5%
Other Punctuation	75	6.2%
Decimal Number	7	0.6%
Open Punctuation	2	0.2%
Close Punctuation	2	0.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	81	12.0%
L	57	8.5%
O	53	7.9%
A	52	7.7%
R	52	7.7%
E	51	7.6%
C	50	7.4%
I	41	6.1%
N	41	6.1%
U	30	4.5%
Other values (14)	165	24.5%

Lowercase Letter

Value	Count	Frequency (%)
o	49	15.3%
r	30	9.4%
t	29	9.1%
a	27	8.4%
e	26	8.1%
d	21	6.6%
n	20	6.2%
l	18	5.6%
u	16	5.0%
c	16	5.0%
Other values (13)	68	21.2%

Decimal Number

Value	Count	Frequency (%)
8	3	42.9%
0	2	28.6%
4	1	14.3%
2	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
.	45	60.0%
,	28	37.3%
&	2	2.7%

Space Separator

Value	Count	Frequency (%)
	140	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	993	81.5%
Common	226	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	81	8.2%
L	57	5.7%
O	53	5.3%
A	52	5.2%
R	52	5.2%
E	51	5.1%
C	50	5.0%
o	49	4.9%
I	41	4.1%
N	41	4.1%
Other values (37)	466	46.9%

Common

Value	Count	Frequency (%)
	140	61.9%
.	45	19.9%
,	28	12.4%
8	3	1.3%
0	2	0.9%
&	2	0.9%
(	2	0.9%
)	2	0.9%
4	1	0.4%
2	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1219	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	140	11.5%
T	81	6.6%
L	57	4.7%
O	53	4.3%
A	52	4.3%
R	52	4.3%
E	51	4.2%
C	50	4.1%
o	49	4.0%
.	45	3.7%
Other values (47)	589	48.3%

영문상호주소
Categorical

IMBALANCE

Distinct	24
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

<NA>	1459
Overseas travel business	21
Oversea Travel Business	7
OVERSEAS TRAVEL BUSINESS	7
OVERSEAS TRAVEL AGENCY	4
Other values (19)	26

Length

Max length	27
Median length	4
Mean length	4.8261155
Min length	4

Unique

Unique	14 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1459	95.7%
Overseas travel business	21	1.4%
Oversea Travel Business	7	0.5%
OVERSEAS TRAVEL BUSINESS	7	0.5%
OVERSEAS TRAVEL AGENCY	4	0.3%
Overseas Travel Agency	3	0.2%
Overseas Travel Business	3	0.2%
Foreign Travel Agency	2	0.1%
International Travel Agency	2	0.1%
Domestic Traval Agency	2	0.1%
Other values (14)	14	0.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1459	88.2%
travel	60	3.6%
business	44	2.7%
overseas	41	2.5%
agency	17	1.0%
foreign	10	0.6%
oversea	7	0.4%
traval	3	0.2%
domestic	2	0.1%
international	2	0.1%
Other values (8)	10	0.6%

선박총톤수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

선박척수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

무대면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

좌석수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

회의실별동시수용인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	248
Distinct (%)	75.6%
Missing	1196
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	221.25902

Minimum	0
Maximum	43511
Zeros	19
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	27.48
median	46
Q3	88.695
95-th percentile	222.71
Maximum	43511
Range	43511
Interquartile range (IQR)	61.215

Descriptive statistics

Standard deviation	2413.2868
Coefficient of variation (CV)	10.907066
Kurtosis	319.49031
Mean	221.25902
Median Absolute Deviation (MAD)	26
Skewness	17.774396
Sum	72572.96
Variance	5823953.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	19	1.2%
33.0	11	0.7%
20.0	6	0.4%
66.0	5	0.3%
50.0	5	0.3%
33.14	4	0.3%
39.6	4	0.3%
42.05	4	0.3%
30.0	4	0.3%
49.5	3	0.2%
Other values (238)	263	17.3%
(Missing)	1196	78.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	19	1.2%
4.0	1	0.1%
4.05	1	0.1%
6.6	1	0.1%
6.71	1	0.1%
7.0	1	0.1%
8.2	1	0.1%
8.4	1	0.1%
8.96	1	0.1%
9.94	1	0.1%

Value	Count	Frequency (%)
43511.0	1	0.1%
3920.67	1	0.1%
2808.0	1	0.1%
1022.9	1	0.1%
735.0	1	0.1%
373.0	1	0.1%
364.0	1	0.1%
332.0	1	0.1%
316.67	1	0.1%
286.5	1	0.1%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

놀이시설수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

기획여행보험시작일자
Real number (ℝ)

MISSING

Distinct	10
Distinct (%)	100.0%
Missing	1514
Missing (%)	99.3%
Infinite	0
Infinite (%)	0.0%
Mean	20187723

Minimum	20160718
Maximum	20201113
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	20160718
5-th percentile	20165304
Q1	20182836
median	20190812
Q3	20197886
95-th percentile	20200886
Maximum	20201113
Range	40395
Interquartile range (IQR)	15050.5

Descriptive statistics

Standard deviation	13364.334
Coefficient of variation (CV)	0.00066200301
Kurtosis	0.44040511
Mean	20187723
Median Absolute Deviation (MAD)	9545
Skewness	-1.0650683
Sum	2.0187723 × 10⁸
Variance	1.7860541 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20190718	1	0.1%
20170910	1	0.1%
20200106	1	0.1%
20190901	1	0.1%
20160718	1	0.1%
20200609	1	0.1%
20190724	1	0.1%
20180208	1	0.1%
20201113	1	0.1%
20191226	1	0.1%
(Missing)	1514	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20160718	1	0.1%
20170910	1	0.1%
20180208	1	0.1%
20190718	1	0.1%
20190724	1	0.1%
20190901	1	0.1%
20191226	1	0.1%
20200106	1	0.1%
20200609	1	0.1%
20201113	1	0.1%

Value	Count	Frequency (%)
20201113	1	0.1%
20200609	1	0.1%
20200106	1	0.1%
20191226	1	0.1%
20190901	1	0.1%
20190724	1	0.1%
20190718	1	0.1%
20180208	1	0.1%
20170910	1	0.1%
20160718	1	0.1%

기획여행보험종료일자
Real number (ℝ)

MISSING

Distinct	10
Distinct (%)	100.0%
Missing	1514
Missing (%)	99.3%
Infinite	0
Infinite (%)	0.0%
Mean	20198716

Minimum	20170718
Maximum	20211113
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	20170718
5-th percentile	20179488
Q1	20193361
median	20200777
Q3	20207885
95-th percentile	20210886
Maximum	20211113
Range	40395
Interquartile range (IQR)	14524

Descriptive statistics

Standard deviation	12296.514
Coefficient of variation (CV)	0.00060877701
Kurtosis	2.189879
Mean	20198716
Median Absolute Deviation (MAD)	9579.5
Skewness	-1.3395343
Sum	2.0198716 × 10⁸
Variance	1.5120425 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20200717	1	0.1%
20190909	1	0.1%
20210105	1	0.1%
20200831	1	0.1%
20170718	1	0.1%
20210608	1	0.1%
20200723	1	0.1%
20190208	1	0.1%
20211113	1	0.1%
20201225	1	0.1%
(Missing)	1514	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170718	1	0.1%
20190208	1	0.1%
20190909	1	0.1%
20200717	1	0.1%
20200723	1	0.1%
20200831	1	0.1%
20201225	1	0.1%
20210105	1	0.1%
20210608	1	0.1%
20211113	1	0.1%

Value	Count	Frequency (%)
20211113	1	0.1%
20210608	1	0.1%
20210105	1	0.1%
20201225	1	0.1%
20200831	1	0.1%
20200723	1	0.1%
20200717	1	0.1%
20190909	1	0.1%
20190208	1	0.1%
20170718	1	0.1%

자본금
Real number (ℝ)

MISSING SKEWED

Distinct	132
Distinct (%)	13.3%
Missing	532
Missing (%)	34.9%
Infinite	0
Infinite (%)	0.0%
Mean	97055122

Minimum	60000
Maximum	6.5122084 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	60000
5-th percentile	30000000
Q1	60000000
median	1 × 10⁸
Q3	1 × 10⁸
95-th percentile	1.5 × 10⁸
Maximum	6.5122084 × 10⁹
Range	6.5121484 × 10⁹
Interquartile range (IQR)	40000000

Descriptive statistics

Standard deviation	2.1367149 × 10⁸
Coefficient of variation (CV)	2.2015478
Kurtosis	822.35965
Mean	97055122
Median Absolute Deviation (MAD)	40000000
Skewness	27.514635
Sum	9.6278681 × 10¹⁰
Variance	4.5655506 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000000	324	21.3%
60000000	184	12.1%
150000000	118	7.7%
30000000	92	6.0%
90000000	53	3.5%
50000000	24	1.6%
45000000	22	1.4%
70000000	7	0.5%
200000000	6	0.4%
63000000	6	0.4%
Other values (122)	156	10.2%
(Missing)	532	34.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
60000	2	0.1%
600000	1	0.1%
1000000	1	0.1%
5100000	1	0.1%
6000000	2	0.1%
10000000	5	0.3%
11000000	1	0.1%
15000000	2	0.1%
30000000	92	6.0%
30013165	1	0.1%

Value	Count	Frequency (%)
6512208375	1	0.1%
950000000	1	0.1%
700000000	2	0.1%
603654783	1	0.1%
500000000	4	0.3%
300000000	2	0.1%
281323639	1	0.1%
264696930	1	0.1%
250000000	1	0.1%
200000000	6	0.4%

보험시작일자
Real number (ℝ)

MISSING

Distinct	747
Distinct (%)	70.6%
Missing	466
Missing (%)	30.6%
Infinite	0
Infinite (%)	0.0%
Mean	20180185

Minimum	20021021
Maximum	20210105
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	20021021
5-th percentile	20110809
Q1	20171146
median	20191001
Q3	20200403
95-th percentile	20201008
Maximum	20210105
Range	189084
Interquartile range (IQR)	29257.5

Descriptive statistics

Standard deviation	31245.543
Coefficient of variation (CV)	0.0015483279
Kurtosis	5.4299922
Mean	20180185
Median Absolute Deviation (MAD)	9607
Skewness	-2.2396281
Sum	2.1350636 × 10¹⁰
Variance	9.7628397 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200201	9	0.6%
20200401	6	0.4%
20200301	6	0.4%
20191201	6	0.4%
20191125	5	0.3%
20200701	5	0.3%
20191027	5	0.3%
20181101	5	0.3%
20191101	5	0.3%
20200702	4	0.3%
Other values (737)	1002	65.7%
(Missing)	466	30.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021021	1	0.1%
20030415	1	0.1%
20030627	1	0.1%
20030812	1	0.1%
20031215	1	0.1%
20040420	1	0.1%
20040620	1	0.1%
20040913	1	0.1%
20050321	1	0.1%
20050418	1	0.1%

Value	Count	Frequency (%)
20210105	1	0.1%
20210104	2	0.1%
20210101	2	0.1%
20201231	1	0.1%
20201226	1	0.1%
20201224	1	0.1%
20201223	1	0.1%
20201221	1	0.1%
20201218	1	0.1%
20201216	2	0.1%

보험종료일자
Real number (ℝ)

MISSING

Distinct	754
Distinct (%)	71.3%
Missing	466
Missing (%)	30.6%
Infinite	0
Infinite (%)	0.0%
Mean	20190380

Minimum	20031021
Maximum	20220404
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	20031021
5-th percentile	20120827
Q1	20181218
median	20201012
Q3	20210410
95-th percentile	20211015
Maximum	20220404
Range	189383
Interquartile range (IQR)	29192.75

Descriptive statistics

Standard deviation	31018.918
Coefficient of variation (CV)	0.0015363216
Kurtosis	5.3131744
Mean	20190380
Median Absolute Deviation (MAD)	9603.5
Skewness	-2.2191637
Sum	2.1361422 × 10¹⁰
Variance	9.6217325 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210131	9	0.6%
20201031	6	0.4%
20210331	6	0.4%
20210228	6	0.4%
20201130	6	0.4%
20210630	5	0.3%
20201211	5	0.3%
20200731	5	0.3%
20211031	5	0.3%
20210315	5	0.3%
Other values (744)	1000	65.6%
(Missing)	466	30.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20031021	1	0.1%
20040414	1	0.1%
20040627	1	0.1%
20040812	1	0.1%
20050420	1	0.1%
20050620	1	0.1%
20050913	1	0.1%
20060321	1	0.1%
20060418	1	0.1%
20060720	1	0.1%

Value	Count	Frequency (%)
20220404	1	0.1%
20220314	1	0.1%
20220124	1	0.1%
20220105	1	0.1%
20220104	1	0.1%
20220103	1	0.1%
20211231	3	0.2%
20211225	1	0.1%
20211223	1	0.1%
20211222	1	0.1%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	123
Distinct (%)	37.5%
Missing	1196
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	221.28659

Minimum	0
Maximum	43511
Zeros	19
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	27
median	46
Q3	89
95-th percentile	222.85
Maximum	43511
Range	43511
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	2413.2866
Coefficient of variation (CV)	10.905707
Kurtosis	319.48963
Mean	221.28659
Median Absolute Deviation (MAD)	26
Skewness	17.77437
Sum	72582
Variance	5823952.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33	20	1.3%
0	19	1.2%
20	11	0.7%
40	10	0.7%
50	10	0.7%
30	9	0.6%
42	7	0.5%
39	6	0.4%
99	5	0.3%
66	5	0.3%
Other values (113)	226	14.8%
(Missing)	1196	78.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	1.2%
4	2	0.1%
7	3	0.2%
8	2	0.1%
9	1	0.1%
10	2	0.1%
12	3	0.2%
13	2	0.1%
15	5	0.3%
16	2	0.1%

Value	Count	Frequency (%)
43511	1	0.1%
3921	1	0.1%
2808	1	0.1%
1023	1	0.1%
735	1	0.1%
373	1	0.1%
364	1	0.1%
332	1	0.1%
317	1	0.1%
287	1	0.1%

Unnamed: 63
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1524
Missing (%)	100.0%
Memory size	13.5 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	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	Unnamed: 63
0	1	국외여행업	03_12_02_P	3250000	CDFI2260021989000002	19891229	<NA>	2	휴업	2	휴업	<NA>	20190701	20200630	<NA>	469-7731	<NA>	600815	부산광역시 중구 중앙동4가 53-30번지 1층	부산광역시 중구 중앙대로81번길 2 (중앙동4가,1층)	<NA>	(주)팔성국제관광	20191125152411	U	2019-11-27 02:40:00.0	<NA>	385556.341486	180343.213568	국외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20181101	20191031	<NA>	<NA>	<NA>
1	2	국외여행업	03_12_02_P	3250000	CDFI2260021997000004	19971024	<NA>	2	휴업	2	휴업	<NA>	20200905	20210304	<NA>	468-7555	<NA>	600100	부산광역시 중구 대창동2가 11-7	부산광역시 중구 중앙대로 151 (대창동2가)	<NA>	(주)남태평양관광	20200831141601	U	2020-09-02 02:40:00.0	<NA>	385690.60408	181000.887016	국외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	한국관광협회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20191026	20201026	<NA>	<NA>	<NA>
2	3	국외여행업	03_12_02_P	3250000	CDFI2260022016000014	20161014	<NA>	2	휴업	2	휴업	<NA>	20210101	20210630	<NA>	070-7008-7788	<NA>	<NA>	부산광역시 중구 대창동1가 51	부산광역시 중구 해관로 89, 10층 8호 (대창동1가, 중앙빌딩)	48924	PMP 투어	20201224112002	U	2020-12-26 02:40:00.0	<NA>	385507.64053	180548.792612	국외여행업	<NA>	일반상업지역	<NA>	<NA>	<NA>	서울보증보험	사무실	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	58.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	30000000	20191031	20201030	<NA>	58	<NA>
3	4	국외여행업	03_12_02_P	3250000	CDFI2260022016000002	20160129	<NA>	2	휴업	2	휴업	<NA>	20180101	20181231	<NA>	051 7537300	<NA>	<NA>	부산광역시 중구 중앙동4가 31-1번지	부산광역시 중구 중앙대로81번길 3 (중앙동4가)	48929	파초여행(주)	20190516154900	U	2019-05-18 02:40:00.0	<NA>	385541.993353	180309.073001	국외여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	150000000	20190202	20200201	<NA>	<NA>	<NA>
4	5	국외여행업	03_12_02_P	3250000	CDFI2260022017000017	20170725	<NA>	2	휴업	2	휴업	<NA>	20200820	20210819	<NA>	070 47909088	<NA>	<NA>	부산광역시 중구 중앙동4가 23-1 1303호	부산광역시 중구 중앙대로 80, 1303호 (중앙동4가, 노블리안2)	48941	수트래블	20200820143650	U	2020-08-22 02:40:00.0	<NA>	385630.742187	180306.821082	국외여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	사무실	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	27.48	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	45000000	20190816	20200815	<NA>	27	<NA>
5	6	국외여행업	03_12_02_P	3250000	CDFI2260022018000008	20180425	<NA>	2	휴업	2	휴업	<NA>	20201201	20211130	<NA>	051-714-3570	<NA>	<NA>	부산광역시 중구 중앙동6가 20-29	부산광역시 중구 중앙대로 37, 2층 (중앙동6가)	48957	데일리투어&골프	20201216135319	U	2020-12-18 02:40:00.0	<NA>	385599.322545	179877.201347	국외여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	30000000	20191101	20201031	<NA>	<NA>	<NA>
6	7	국외여행업	03_12_02_P	3250000	CDFI2260022014000005	20071116	<NA>	2	휴업	2	휴업	<NA>	20190415	20191015	<NA>	051-466-1314	<NA>	600014	부산광역시 중구 중앙동4가 86-3번지	부산광역시 중구 충장대로13번길 14, 다동 213호 (중앙동4가)	48935	투어월드여행사	20190902145442	U	2019-09-04 02:40:00.0	<NA>	385769.574833	180512.545626	국외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	한국관광협회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	100900000	20181117	20191116	<NA>	<NA>	<NA>
7	8	국외여행업	03_12_02_P	3250000	CDFI2260022019000003	20190227	<NA>	3	폐업	3	폐업	20191105	<NA>	<NA>	<NA>	051-719-1191	<NA>	<NA>	부산광역시 중구 중앙동4가 25-2번지	부산광역시 중구 중앙대로 72, 505호 (중앙동4가)	48941	(주)루비골프앤투어	20191105140627	U	2019-11-07 02:40:00.0	<NA>	385635.339978	180238.223506	국외여행업	<NA>	<NA>	<NA>	<NA>	<NA>	한국관광협회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	50000000	20190308	20200308	<NA>	<NA>	<NA>
8	9	국외여행업	03_12_02_P	3250000	CDFI2260022019000004	20190423	<NA>	3	폐업	3	폐업	20190327	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 중구 중앙동4가 30-9번지	부산광역시 중구 해관로 64, 401호 (중앙동4가)	48929	(주)유벨라트래블	20200327172401	U	2020-03-29 02:40:00.0	<NA>	385539.972541	180278.841231	국외여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	30000000	20190501	20200430	<NA>	<NA>	<NA>
9	10	국외여행업	03_12_02_P	3250000	CDFI2260022000000011	20001024	<NA>	3	폐업	3	폐업	20200318	<NA>	<NA>	<NA>	051-247-1122	<NA>	<NA>	부산광역시 중구 부평동2가 68-4번지	부산광역시 중구 흑교로 18 (부평동2가)	48977	(주)뉴태평양여행사	20200318155352	U	2020-03-20 02:40:00.0	<NA>	384598.903965	179879.997495	국외여행업	관광사업	<NA>	<NA>	<NA>	<NA>	한국관광협회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20190625	20200625	<NA>	<NA>	<NA>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	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	Unnamed: 63
1514	1515	국외여행업	03_12_02_P	3330000	CDFI2260022020000009	20190328	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-633-1161	<NA>	<NA>	부산광역시 해운대구 재송동 939-2 센텀이편한세상아파트 101동 2001호	부산광역시 해운대구 해운대로76번길 55, 101동 2001호 (재송동, 센텀이편한세상아파트)	48048	(주)콜럼버스 코리아	20201126095310	I	2020-11-28 00:23:08.0	<NA>	392799.149932	189781.150493	국외여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20190514	20200513	<NA>	<NA>	<NA>
1515	1516	국외여행업	03_12_02_P	3330000	CDFI2260021999000001	19990426	<NA>	4	취소/말소/만료/정지/중지	30	허가취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612824	부산광역시 해운대구 우동 1434번지 선프라자 633	부산광역시 해운대구 마린시티3로 1, 633호 (우동, 썬프라자)	612725	(주)대하여행사	20111116172232	I	2018-08-31 23:59:59.0	<NA>	395615.201854	186406.750871	국외여행업	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>	<NA>
1516	1517	국외여행업	03_12_02_P	3330000	CDFI2260022003000001	20030114	<NA>	4	취소/말소/만료/정지/중지	30	허가취소	<NA>	<NA>	<NA>	<NA>	051-740-5097	<NA>	612822	부산광역시 해운대구 우동 760-3번지 오션타워 703	부산광역시 해운대구 해운대해변로 203, 703호 (우동, 오션타워)	612726	(주)햇빛여행	20111117144320	I	2018-08-31 23:59:59.0	<NA>	396180.621245	186522.350475	국외여행업	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>	<NA>
1517	1518	국외여행업	03_12_02_P	3330000	CDFI2260022011000003	20110119	20140912	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	702-8677	<NA>	612031	부산광역시 해운대구 좌동 1461-1번지 울트라타워 501-11호	부산광역시 해운대구 좌동로 88, 501-11호 (좌동, 울트라타워)	612031	(주)여행마켓	20141226124203	I	2018-08-31 23:59:59.0	<NA>	398074.12757	188030.04337	국외여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	60000000	<NA>	<NA>	<NA>	<NA>	<NA>
1518	1519	국외여행업	03_12_02_P	3330000	CDFI2260022012000005	20120404	20160114	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612022	부산광역시 해운대구 우동 1470번지 에이스하이테크21 410호	부산광역시 해운대구 센텀중앙로 48, 4층 410호 (우동, 에이스하이테크21)	48059	(주) 제플린투어	20160114114056	I	2018-08-31 23:59:59.0	<NA>	393963.840834	188061.355163	국외여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	90000000	20140410	20150409	<NA>	<NA>	<NA>
1519	1520	국외여행업	03_12_02_P	3330000	CDFI2260022013000003	20130308	20150128	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612862	부산광역시 해운대구 좌동 1432-4번지 르네상스오피스텔 304호	부산광역시 해운대구 좌동순환로249번길 11, 304호 (좌동, 르네상스오피스텔)	612862	(주) 밀크투어	20150325162640	I	2018-08-31 23:59:59.0	<NA>	398665.261088	188263.875653	국외여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20130315	20140314	<NA>	<NA>	<NA>
1520	1521	국외여행업	03_12_02_P	3330000	CDFI2260022004000001	20040108	20141007	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612836	부산광역시 해운대구 좌동 1460-4번지 쌍용플래티넘트윈102-201호	부산광역시 해운대구 양운로 82, 102동 201호 (좌동, 쌍용플래티넘트윈)	612836	(주) 신나라 투어	20141226115442	I	2018-08-31 23:59:59.0	<NA>	398133.960402	187864.096706	국외여행업	관광사업	일반상업지역	<NA>	기타	<NA>	<NA>	사무실	7	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	100000000	<NA>	<NA>	<NA>	<NA>	<NA>
1521	1522	국외여행업	03_12_02_P	3330000	CDFI2260022005000002	20050504	20140912	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	051-747-5116	<NA>	612851	부산광역시 해운대구 중동 1774-5번지 로데오아울렛 210호	부산광역시 해운대구 좌동순환로 473, 201호 (중동, 로데오아울렛)	612851	(주)비젼투어	20141226115918	I	2018-08-31 23:59:59.0	<NA>	397589.4275	187097.471409	국외여행업	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>	<NA>
1522	1523	국외여행업	03_12_02_P	3330000	CDFI2260022009000010	20090525	20141007	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612726	부산광역시 해운대구 우동 오션타워 718동	부산광역시 해운대구 해운대해변로 203, 718호 (우동, 오션타워)	612726	(주)비케이트래블	20141226115358	I	2018-08-31 23:59:59.0	<NA>	396180.621245	186522.350475	국외여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	100000000	<NA>	<NA>	<NA>	<NA>	<NA>
1523	1524	국외여행업	03_12_02_P	3330000	CDFI2260022009000004	20090119	<NA>	4	취소/말소/만료/정지/중지	35	직권말소	20090119	<NA>	<NA>	<NA>	581-0090	<NA>	612851	부산광역시 해운대구 중동 1774-5번지 로데오아울렛 2동 213호	부산광역시 해운대구 좌동순환로 473, 2동 213호 (중동,로데오아울렛)	<NA>	(주)부산범한여행	20090119164610	I	2018-08-31 23:59:59.0	<NA>	397589.4275	187097.471409	국외여행업	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>	100000000	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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

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

Other Punctuation

Dash Punctuation

Space Separator

Close Punctuation

Open Punctuation

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

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

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

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Math Symbol

Most occurring scripts