gimi9 Pandas Profiling

Dataset statistics

Number of variables	64
Number of observations	1526
Missing cells	51384
Missing cells (%)	52.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	830.2 KiB
Average record size in memory	557.1 B

Variable types

Numeric	23
Categorical	13
Text	6
Unsupported	21
DateTime	1

Dataset

Description	2021-04-01
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 (69.0%)	Imbalance
`주변환경명` is highly imbalanced (76.8%)	Imbalance
`건물용도명` is highly imbalanced (72.9%)	Imbalance
`영문상호주소` is highly imbalanced (90.8%)	Imbalance
`인허가취소일자` has 1460 (95.7%) missing values	Missing
`폐업일자` has 832 (54.5%) missing values	Missing
`휴업시작일자` has 1507 (98.8%) missing values	Missing
`휴업종료일자` has 1507 (98.8%) missing values	Missing
`재개업일자` has 1526 (100.0%) missing values	Missing
`소재지전화` has 358 (23.5%) missing values	Missing
`소재지면적` has 1526 (100.0%) missing values	Missing
`소재지우편번호` has 690 (45.2%) missing values	Missing
`도로명전체주소` has 73 (4.8%) missing values	Missing
`도로명우편번호` has 491 (32.2%) missing values	Missing
`업태구분명` has 1526 (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 1297 (85.0%) missing values	Missing
`제작취급품목내용` has 1526 (100.0%) missing values	Missing
`지상층수` has 1287 (84.3%) missing values	Missing
`지하층수` has 1388 (91.0%) missing values	Missing
`객실수` has 1526 (100.0%) missing values	Missing
`건축연면적` has 1526 (100.0%) missing values	Missing
`영문상호명` has 1456 (95.4%) missing values	Missing
`선박총톤수` has 1526 (100.0%) missing values	Missing
`선박척수` has 1526 (100.0%) missing values	Missing
`선박제원` has 1526 (100.0%) missing values	Missing
`무대면적` has 1526 (100.0%) missing values	Missing
`좌석수` has 1526 (100.0%) missing values	Missing
`기념품종류` has 1526 (100.0%) missing values	Missing
`회의실별동시수용인원` has 1526 (100.0%) missing values	Missing
`시설면적` has 1199 (78.6%) missing values	Missing
`놀이기구수내역` has 1526 (100.0%) missing values	Missing
`놀이시설수` has 1526 (100.0%) missing values	Missing
`방송시설유무` has 1526 (100.0%) missing values	Missing
`발전시설유무` has 1526 (100.0%) missing values	Missing
`의무실유무` has 1526 (100.0%) missing values	Missing
`안내소유무` has 1526 (100.0%) missing values	Missing
`기획여행보험시작일자` has 1517 (99.4%) missing values	Missing
`기획여행보험종료일자` has 1517 (99.4%) missing values	Missing
`자본금` has 534 (35.0%) missing values	Missing
`보험시작일자` has 465 (30.5%) missing values	Missing
`보험종료일자` has 465 (30.5%) missing values	Missing
`부대시설내역` has 1526 (100.0%) missing values	Missing
`시설규모` has 1199 (78.6%) missing values	Missing
`Unnamed: 63` has 1526 (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 20:15:26.659661
Analysis finished	2024-04-17 20:15:27.671128
Duration	1.01 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1526
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	763.5

Minimum	1
Maximum	1526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	1
5-th percentile	77.25
Q1	382.25
median	763.5
Q3	1144.75
95-th percentile	1449.75
Maximum	1526
Range	1525
Interquartile range (IQR)	762.5

Descriptive statistics

Standard deviation	440.66257
Coefficient of variation (CV)	0.57716119
Kurtosis	-1.2
Mean	763.5
Median Absolute Deviation (MAD)	381.5
Skewness	0
Sum	1165101
Variance	194183.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1016	1	0.1%
1025	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%
Other values (1516)	1516	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 (%)
1526	1	0.1%
1525	1	0.1%
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%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

국외여행업	1526

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	1526	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국외여행업	1526	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

03_12_02_P	1526

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	1526	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_12_02_p	1526	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3304429.9

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	41901.164
Coefficient of variation (CV)	0.012680301
Kurtosis	-0.80421175
Mean	3304429.9
Median Absolute Deviation (MAD)	30000
Skewness	0.47795659
Sum	5.04256 × 10⁹
Variance	1.7557075 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	302	19.8%
3250000	257	16.8%
3270000	196	12.8%
3330000	163	10.7%
3370000	104	6.8%
3310000	103	6.7%
3300000	102	6.7%
3380000	77	5.0%
3350000	56	3.7%
3340000	38	2.5%
Other values (6)	128	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	257	16.8%
3260000	22	1.4%
3270000	196	12.8%
3280000	9	0.6%
3290000	302	19.8%
3300000	102	6.7%
3310000	103	6.7%
3320000	34	2.2%
3330000	163	10.7%
3340000	38	2.5%

Value	Count	Frequency (%)
3400000	11	0.7%
3390000	33	2.2%
3380000	77	5.0%
3370000	104	6.8%
3360000	19	1.2%
3350000	56	3.7%
3340000	38	2.5%
3330000	163	10.7%
3320000	34	2.2%
3310000	103	6.7%

관리번호
Text

Distinct	466
Distinct (%)	30.5%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

Length

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

Characters and Unicode

Total characters	30520
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%
cdfi2260022016000002	12	0.8%
cdfi2260022019000002	12	0.8%
cdfi2260022020000002	11	0.7%
cdfi2260022013000001	11	0.7%
cdfi2260022014000001	11	0.7%
Other values (456)	1400	91.7%

Most occurring characters

Value	Count	Frequency (%)
0	12398	40.6%
2	6501	21.3%
6	1803	5.9%
1	1700	5.6%
C	1526	5.0%
D	1526	5.0%
F	1526	5.0%
I	1526	5.0%
9	533	1.7%
3	315	1.0%
Other values (4)	1166	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24416	80.0%
Uppercase Letter	6104	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12398	50.8%
2	6501	26.6%
6	1803	7.4%
1	1700	7.0%
9	533	2.2%
3	315	1.3%
7	312	1.3%
4	308	1.3%
5	295	1.2%
8	251	1.0%

Uppercase Letter

Value	Count	Frequency (%)
C	1526	25.0%
D	1526	25.0%
F	1526	25.0%
I	1526	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24416	80.0%
Latin	6104	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12398	50.8%
2	6501	26.6%
6	1803	7.4%
1	1700	7.0%
9	533	2.2%
3	315	1.3%
7	312	1.3%
4	308	1.3%
5	295	1.2%
8	251	1.0%

Latin

Value	Count	Frequency (%)
C	1526	25.0%
D	1526	25.0%
F	1526	25.0%
I	1526	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12398	40.6%
2	6501	21.3%
6	1803	5.9%
1	1700	5.6%
C	1526	5.0%
D	1526	5.0%
F	1526	5.0%
I	1526	5.0%
9	533	1.7%
3	315	1.0%
Other values (4)	1166	3.8%

인허가일자
Real number (ℝ)

Distinct	1339
Distinct (%)	87.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20090825

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	19970803
Q1	20041110
median	20095668
Q3	20150426
95-th percentile	20190312
Maximum	20201224
Range	360501
Interquartile range (IQR)	109315

Descriptive statistics

Standard deviation	68299.526
Coefficient of variation (CV)	0.0033995382
Kurtosis	-0.42229223
Mean	20090825
Median Absolute Deviation (MAD)	54698
Skewness	-0.43303215
Sum	3.0658598 × 10¹⁰
Variance	4.6648252 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20170126	5	0.3%
20190328	4	0.3%
20110506	3	0.2%
20120709	3	0.2%
20070411	3	0.2%
20080312	3	0.2%
20090213	3	0.2%
20131230	3	0.2%
20000922	3	0.2%
20050607	3	0.2%
Other values (1329)	1493	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	55
Distinct (%)	83.3%
Missing	1460
Missing (%)	95.7%
Infinite	0
Infinite (%)	0.0%
Mean	20135459

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	20070196
Q1	20100797
median	20140912
Q3	20170661
95-th percentile	20190957
Maximum	20200226
Range	169404
Interquartile range (IQR)	69864.25

Descriptive statistics

Standard deviation	43109.125
Coefficient of variation (CV)	0.0021409557
Kurtosis	-0.79557734
Mean	20135459
Median Absolute Deviation (MAD)	34845.5
Skewness	-0.3466851
Sum	1.3289403 × 10⁹
Variance	1.8583967 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20090722	3	0.2%
20200226	3	0.2%
20190305	3	0.2%
20190515	2	0.1%
20160129	2	0.1%
20101021	2	0.1%
20140912	2	0.1%
20141007	2	0.1%
20130619	1	0.1%
20151117	1	0.1%
Other values (45)	45	2.9%
(Missing)	1460	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	12.1 KiB

1	722
3	692
4	92
2	20

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	722	47.3%
3	692	45.3%
4	92	6.0%
2	20	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	722	47.3%
3	692	45.3%
4	92	6.0%
2	20	1.3%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

영업/정상	722
폐업	692
취소/말소/만료/정지/중지	92
휴업	20

Length

Max length	14
Median length	5
Mean length	4.1428571
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	722	47.3%
폐업	692	45.3%
취소/말소/만료/정지/중지	92	6.0%
휴업	20	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	722	47.3%
폐업	692	45.3%
취소/말소/만료/정지/중지	92	6.0%
휴업	20	1.3%

상세영업상태코드
Real number (ℝ)

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.4095675

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	7.3351174
Coefficient of variation (CV)	0.77953821
Kurtosis	1.9732777
Mean	9.4095675
Median Absolute Deviation (MAD)	10
Skewness	1.303995
Sum	14359
Variance	53.803948
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
13	722	47.3%
3	692	45.3%
31	67	4.4%
2	20	1.3%
30	19	1.2%
35	6	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	20	1.3%
3	692	45.3%
13	722	47.3%
30	19	1.2%
31	67	4.4%
35	6	0.4%

Value	Count	Frequency (%)
35	6	0.4%
31	67	4.4%
30	19	1.2%
13	722	47.3%
3	692	45.3%
2	20	1.3%

상세영업상태명
Categorical

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

영업중	722
폐업	692
등록취소	67
휴업	20
허가취소	19

Length

Max length	4
Median length	3
Mean length	2.593709
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	722	47.3%
폐업	692	45.3%
등록취소	67	4.4%
휴업	20	1.3%
허가취소	19	1.2%
직권말소	6	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	722	47.3%
폐업	692	45.3%
등록취소	67	4.4%
휴업	20	1.3%
허가취소	19	1.2%
직권말소	6	0.4%

폐업일자
Real number (ℝ)

MISSING

Distinct	624
Distinct (%)	89.9%
Missing	832
Missing (%)	54.5%
Infinite	0
Infinite (%)	0.0%
Mean	20121154

Minimum	19990403
Maximum	20210216
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	19990403
5-th percentile	20020617
Q1	20080261
median	20130322
Q3	20171023
95-th percentile	20200756
Maximum	20210216
Range	219813
Interquartile range (IQR)	90762

Descriptive statistics

Standard deviation	57424.506
Coefficient of variation (CV)	0.002853937
Kurtosis	-0.89592865
Mean	20121154
Median Absolute Deviation (MAD)	49513.5
Skewness	-0.33345844
Sum	1.3964081 × 10¹⁰
Variance	3.2975739 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000111	8	0.5%
20001129	4	0.3%
20200630	3	0.2%
20200825	3	0.2%
20161018	3	0.2%
20190630	3	0.2%
20190919	3	0.2%
20140717	3	0.2%
20140721	2	0.1%
20040524	2	0.1%
Other values (614)	660	43.3%
(Missing)	832	54.5%

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 (%)
20210216	1	0.1%
20210203	1	0.1%
20210129	1	0.1%
20210115	1	0.1%
20210113	1	0.1%
20210112	1	0.1%
20210108	1	0.1%
20210107	1	0.1%
20210104	1	0.1%
20201229	1	0.1%

휴업시작일자
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	94.7%
Missing	1507
Missing (%)	98.8%
Infinite	0
Infinite (%)	0.0%
Mean	20194896

Minimum	20150521
Maximum	20210201
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	20150521
5-th percentile	20159701
Q1	20195506
median	20200820
Q3	20201017
95-th percentile	20210111
Maximum	20210201
Range	59680
Interquartile range (IQR)	5511

Descriptive statistics

Standard deviation	15430.624
Coefficient of variation (CV)	0.00076408534
Kurtosis	3.8378711
Mean	20194896
Median Absolute Deviation (MAD)	381
Skewness	-2.0455806
Sum	3.8370302 × 10⁸
Variance	2.3810415 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
20201201	2	0.1%
20200821	1	0.1%
20200311	1	0.1%
20201026	1	0.1%
20200801	1	0.1%
20200824	1	0.1%
20200526	1	0.1%
20150521	1	0.1%
20201008	1	0.1%
20190701	1	0.1%
Other values (8)	8	0.5%
(Missing)	1507	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20150521	1	0.1%
20160721	1	0.1%
20180101	1	0.1%
20190415	1	0.1%
20190701	1	0.1%
20200311	1	0.1%
20200526	1	0.1%
20200801	1	0.1%
20200814	1	0.1%
20200820	1	0.1%

Value	Count	Frequency (%)
20210201	1	0.1%
20210101	1	0.1%
20201201	2	0.1%
20201026	1	0.1%
20201008	1	0.1%
20200905	1	0.1%
20200824	1	0.1%
20200821	1	0.1%
20200820	1	0.1%
20200814	1	0.1%

휴업종료일자
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	94.7%
Missing	1507
Missing (%)	98.8%
Infinite	0
Infinite (%)	0.0%
Mean	20204392

Minimum	20160520
Maximum	20260131
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	20160520
5-th percentile	20161160
Q1	20200730
median	20210407
Q3	20210822
95-th percentile	20216030
Maximum	20260131
Range	99611
Interquartile range (IQR)	10091

Descriptive statistics

Standard deviation	21224.583
Coefficient of variation (CV)	0.0010504935
Kurtosis	2.991891
Mean	20204392
Median Absolute Deviation (MAD)	618
Skewness	-0.023493724
Sum	3.8388345 × 10⁸
Variance	4.504829 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
20211130	2	0.1%
20210120	1	0.1%
20200831	1	0.1%
20211025	1	0.1%
20210731	1	0.1%
20210824	1	0.1%
20210526	1	0.1%
20160520	1	0.1%
20210407	1	0.1%
20200630	1	0.1%
Other values (8)	8	0.5%
(Missing)	1507	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20160520	1	0.1%
20161231	1	0.1%
20181231	1	0.1%
20191015	1	0.1%
20200630	1	0.1%
20200831	1	0.1%
20210120	1	0.1%
20210213	1	0.1%
20210304	1	0.1%
20210407	1	0.1%

Value	Count	Frequency (%)
20260131	1	0.1%
20211130	2	0.1%
20211025	1	0.1%
20210824	1	0.1%
20210819	1	0.1%
20210731	1	0.1%
20210630	1	0.1%
20210526	1	0.1%
20210407	1	0.1%
20210304	1	0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

소재지전화
Text

MISSING

Distinct	1123
Distinct (%)	96.1%
Missing	358
Missing (%)	23.5%
Memory size	12.1 KiB

Length

Max length	20
Median length	12
Mean length	10.719178
Min length	1

Characters and Unicode

Total characters	12520
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	1082 ?
Unique (%)	92.6%

Sample

1st row	469-7731
2nd row	468-7555
3rd row	070-7008-7788
4th row	051 7537300
5th row	051-714-3570

Value	Count	Frequency (%)
051	33	2.7%
	6	0.5%
464-8802	3	0.2%
070	3	0.2%
051-441-5757	2	0.2%
051-465-7111	2	0.2%
966-2003	2	0.2%
070-4848-4700	2	0.2%
868-3131	2	0.2%
051-816-0019	2	0.2%
Other values (1141)	1175	95.4%

Most occurring characters

Value	Count	Frequency (%)
0	2007	16.0%
-	1789	14.3%
1	1618	12.9%
5	1566	12.5%
4	962	7.7%
6	953	7.6%
8	837	6.7%
7	794	6.3%
2	793	6.3%
3	619	4.9%
Other values (8)	582	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10622	84.8%
Dash Punctuation	1789	14.3%
Space Separator	64	0.5%
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	2007	18.9%
1	1618	15.2%
5	1566	14.7%
4	962	9.1%
6	953	9.0%
8	837	7.9%
7	794	7.5%
2	793	7.5%
3	619	5.8%
9	473	4.5%

Other Punctuation

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

Dash Punctuation

Value	Count	Frequency (%)
-	1789	100.0%

Space Separator

Value	Count	Frequency (%)
	64	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	12520	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2007	16.0%
-	1789	14.3%
1	1618	12.9%
5	1566	12.5%
4	962	7.7%
6	953	7.6%
8	837	6.7%
7	794	6.3%
2	793	6.3%
3	619	4.9%
Other values (8)	582	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2007	16.0%
-	1789	14.3%
1	1618	12.9%
5	1566	12.5%
4	962	7.7%
6	953	7.6%
8	837	6.7%
7	794	6.3%
2	793	6.3%
3	619	4.9%
Other values (8)	582	4.6%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	342
Distinct (%)	40.9%
Missing	690
Missing (%)	45.2%
Infinite	0
Infinite (%)	0.0%
Mean	608458.38

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	609316.5
Q3	613879.25
95-th percentile	616260.5
Maximum	619963
Range	19952
Interquartile range (IQR)	12071.25

Descriptive statistics

Standard deviation	5988.6124
Coefficient of variation (CV)	0.0098422713
Kurtosis	-1.5073583
Mean	608458.38
Median Absolute Deviation (MAD)	5521.5
Skewness	-0.18755954
Sum	5.086712 × 10⁸
Variance	35863479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600815	35	2.3%
601839	18	1.2%
614826	16	1.0%
600014	14	0.9%
600816	12	0.8%
600013	12	0.8%
601715	12	0.8%
608804	11	0.7%
600814	10	0.7%
614849	10	0.7%
Other values (332)	686	45.0%
(Missing)	690	45.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	0.1%
600012	6	0.4%
600013	12	0.8%
600014	14	0.9%
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	1415
Distinct (%)	92.7%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

Length

Max length	49
Median length	40
Mean length	26.524902
Min length	12

Characters and Unicode

Total characters	40477
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	1332 ?
Unique (%)	87.3%

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	1526	19.7%
부산진구	303	3.9%
중구	256	3.3%
동구	197	2.5%
해운대구	162	2.1%
초량동	143	1.8%
부전동	124	1.6%
중앙동4가	123	1.6%
연제구	104	1.3%
남구	103	1.3%
Other values (2072)	4717	60.8%

Most occurring characters

Value	Count	Frequency (%)
	6235	15.4%
부	2047	5.1%
1	2006	5.0%
동	1985	4.9%
산	1983	4.9%
광	1573	3.9%
시	1569	3.9%
구	1537	3.8%
역	1533	3.8%
-	1316	3.3%
Other values (391)	18693	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24030	59.4%
Decimal Number	8651	21.4%
Space Separator	6235	15.4%
Dash Punctuation	1316	3.3%
Uppercase Letter	149	0.4%
Lowercase Letter	42	0.1%
Open Punctuation	20	< 0.1%
Close Punctuation	20	< 0.1%
Other Punctuation	14	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	2047	8.5%
동	1985	8.3%
산	1983	8.3%
광	1573	6.5%
시	1569	6.5%
구	1537	6.4%
역	1533	6.4%
지	1061	4.4%
번	1013	4.2%
호	532	2.2%
Other values (335)	9197	38.3%

Uppercase Letter

Value	Count	Frequency (%)
S	19	12.8%
B	15	10.1%
A	14	9.4%
K	14	9.4%
T	14	9.4%
C	9	6.0%
E	8	5.4%
O	7	4.7%
Y	6	4.0%
D	6	4.0%
Other values (11)	37	24.8%

Lowercase Letter

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

Decimal Number

Value	Count	Frequency (%)
1	2006	23.2%
2	1158	13.4%
3	963	11.1%
4	918	10.6%
0	854	9.9%
5	670	7.7%
8	588	6.8%
7	563	6.5%
6	527	6.1%
9	404	4.7%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	6235	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1316	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	20	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24030	59.4%
Common	16256	40.2%
Latin	191	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	2047	8.5%
동	1985	8.3%
산	1983	8.3%
광	1573	6.5%
시	1569	6.5%
구	1537	6.4%
역	1533	6.4%
지	1061	4.4%
번	1013	4.2%
호	532	2.2%
Other values (335)	9197	38.3%

Latin

Value	Count	Frequency (%)
S	19	9.9%
B	15	7.9%
A	14	7.3%
K	14	7.3%
T	14	7.3%
e	10	5.2%
C	9	4.7%
E	8	4.2%
O	7	3.7%
Y	6	3.1%
Other values (29)	75	39.3%

Common

Value	Count	Frequency (%)
	6235	38.4%
1	2006	12.3%
-	1316	8.1%
2	1158	7.1%
3	963	5.9%
4	918	5.6%
0	854	5.3%
5	670	4.1%
8	588	3.6%
7	563	3.5%
Other values (7)	985	6.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24030	59.4%
ASCII	16447	40.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6235	37.9%
1	2006	12.2%
-	1316	8.0%
2	1158	7.0%
3	963	5.9%
4	918	5.6%
0	854	5.2%
5	670	4.1%
8	588	3.6%
7	563	3.4%
Other values (46)	1176	7.2%

Hangul

Value	Count	Frequency (%)
부	2047	8.5%
동	1985	8.3%
산	1983	8.3%
광	1573	6.5%
시	1569	6.5%
구	1537	6.4%
역	1533	6.4%
지	1061	4.4%
번	1013	4.2%
호	532	2.2%
Other values (335)	9197	38.3%

도로명전체주소
Text

MISSING

Distinct	1400
Distinct (%)	96.4%
Missing	73
Missing (%)	4.8%
Memory size	12.1 KiB

Length

Max length	56
Median length	47
Mean length	33.992429
Min length	20

Characters and Unicode

Total characters	49391
Distinct characters	423
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	1356 ?
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	1453	15.6%
부산진구	286	3.1%
중구	247	2.7%
중앙대로	242	2.6%
동구	176	1.9%
해운대구	156	1.7%
2층	125	1.3%
연제구	103	1.1%
남구	102	1.1%
동래구	100	1.1%
Other values (2057)	6311	67.9%

Most occurring characters

Value	Count	Frequency (%)
	8161	16.5%
동	2038	4.1%
부	1997	4.0%
산	1912	3.9%
1	1786	3.6%
,	1618	3.3%
시	1549	3.1%
광	1538	3.1%
구	1490	3.0%
역	1461	3.0%
Other values (413)	25841	52.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	28445	57.6%
Space Separator	8161	16.5%
Decimal Number	7816	15.8%
Other Punctuation	1624	3.3%
Close Punctuation	1459	3.0%
Open Punctuation	1459	3.0%
Dash Punctuation	192	0.4%
Uppercase Letter	183	0.4%
Lowercase Letter	49	0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	2038	7.2%
부	1997	7.0%
산	1912	6.7%
시	1549	5.4%
광	1538	5.4%
구	1490	5.2%
역	1461	5.1%
로	1455	5.1%
대	1001	3.5%
중	847	3.0%
Other values (356)	13157	46.3%

Uppercase Letter

Value	Count	Frequency (%)
C	22	12.0%
S	21	11.5%
A	20	10.9%
B	18	9.8%
K	16	8.7%
E	14	7.7%
T	12	6.6%
I	8	4.4%
P	7	3.8%
H	6	3.3%
Other values (12)	39	21.3%

Lowercase Letter

Value	Count	Frequency (%)
e	13	26.5%
o	4	8.2%
l	4	8.2%
i	4	8.2%
s	2	4.1%
n	2	4.1%
u	2	4.1%
b	2	4.1%
w	2	4.1%
d	2	4.1%
Other values (8)	12	24.5%

Decimal Number

Value	Count	Frequency (%)
1	1786	22.9%
2	1151	14.7%
3	938	12.0%
0	912	11.7%
4	693	8.9%
5	552	7.1%
6	506	6.5%
7	472	6.0%
8	406	5.2%
9	400	5.1%

Other Punctuation

Value	Count	Frequency (%)
,	1618	99.6%
/	6	0.4%

Space Separator

Value	Count	Frequency (%)
	8161	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1459	100.0%

Open 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	28445	57.6%
Common	20714	41.9%
Latin	232	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2038	7.2%
부	1997	7.0%
산	1912	6.7%
시	1549	5.4%
광	1538	5.4%
구	1490	5.2%
역	1461	5.1%
로	1455	5.1%
대	1001	3.5%
중	847	3.0%
Other values (356)	13157	46.3%

Latin

Value	Count	Frequency (%)
C	22	9.5%
S	21	9.1%
A	20	8.6%
B	18	7.8%
K	16	6.9%
E	14	6.0%
e	13	5.6%
T	12	5.2%
I	8	3.4%
P	7	3.0%
Other values (30)	81	34.9%

Common

Value	Count	Frequency (%)
	8161	39.4%
1	1786	8.6%
,	1618	7.8%
)	1459	7.0%
(	1459	7.0%
2	1151	5.6%
3	938	4.5%
0	912	4.4%
4	693	3.3%
5	552	2.7%
Other values (7)	1985	9.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	28445	57.6%
ASCII	20946	42.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8161	39.0%
1	1786	8.5%
,	1618	7.7%
)	1459	7.0%
(	1459	7.0%
2	1151	5.5%
3	938	4.5%
0	912	4.4%
4	693	3.3%
5	552	2.6%
Other values (47)	2217	10.6%

Hangul

Value	Count	Frequency (%)
동	2038	7.2%
부	1997	7.0%
산	1912	6.7%
시	1549	5.4%
광	1538	5.4%
구	1490	5.2%
역	1461	5.1%
로	1455	5.1%
대	1001	3.5%
중	847	3.0%
Other values (356)	13157	46.3%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	508
Distinct (%)	49.1%
Missing	491
Missing (%)	32.2%
Infinite	0
Infinite (%)	0.0%
Mean	104427.47

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	46525.7
Q1	47357
median	48117
Q3	48924
95-th percentile	612040
Maximum	619960
Range	573953
Interquartile range (IQR)	1567

Descriptive statistics

Standard deviation	168952.28
Coefficient of variation (CV)	1.6178911
Kurtosis	5.0981565
Mean	104427.47
Median Absolute Deviation (MAD)	807
Skewness	2.6620962
Sum	1.0808243 × 10⁸
Variance	2.8544871 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48059	30	2.0%
47257	21	1.4%
48924	19	1.2%
48792	15	1.0%
48821	14	0.9%
48930	14	0.9%
48508	13	0.9%
48741	12	0.8%
48060	12	0.8%
48092	12	0.8%
Other values (498)	873	57.2%
(Missing)	491	32.2%

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	1488
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

Length

Max length	32
Median length	21
Mean length	8.3204456
Min length	2

Characters and Unicode

Total characters	12697
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	1450 ?
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%
투어	22	1.2%
주	22	1.2%
여행	11	0.6%
tour	11	0.6%
부산	4	0.2%
협동조합	4	0.2%
트래블	4	0.2%
월드투어	3	0.2%
Other values (1563)	1632	88.6%

Most occurring characters

Value	Count	Frequency (%)
주	1142	9.0%
)	1043	8.2%
(	1042	8.2%
행	611	4.8%
여	609	4.8%
사	571	4.5%
어	535	4.2%
투	530	4.2%
	317	2.5%
이	251	2.0%
Other values (517)	6046	47.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9974	78.6%
Close Punctuation	1043	8.2%
Open Punctuation	1042	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	1142	11.4%
행	611	6.1%
여	609	6.1%
사	571	5.7%
어	535	5.4%
투	530	5.3%
이	251	2.5%
스	223	2.2%
광	152	1.5%
관	147	1.5%
Other values (458)	5203	52.2%

Uppercase Letter

Value	Count	Frequency (%)
T	32	15.5%
O	21	10.2%
R	17	8.3%
E	12	5.8%
U	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%
m	3	4.5%
w	3	4.5%
i	3	4.5%
s	3	4.5%
Other values (11)	17	25.8%

Decimal Number

Value	Count	Frequency (%)
8	5	27.8%
2	5	27.8%
1	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 (%)
)	1043	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1042	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	9974	78.6%
Common	2451	19.3%
Latin	272	2.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1142	11.4%
행	611	6.1%
여	609	6.1%
사	571	5.7%
어	535	5.4%
투	530	5.3%
이	251	2.5%
스	223	2.2%
광	152	1.5%
관	147	1.5%
Other values (458)	5203	52.2%

Latin

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

Common

Value	Count	Frequency (%)
)	1043	42.6%
(	1042	42.5%
	317	12.9%
.	20	0.8%
8	5	0.2%
2	5	0.2%
1	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	9974	78.6%
ASCII	2721	21.4%
None	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	1142	11.4%
행	611	6.1%
여	609	6.1%
사	571	5.7%
어	535	5.4%
투	530	5.3%
이	251	2.5%
스	223	2.2%
광	152	1.5%
관	147	1.5%
Other values (458)	5203	52.2%

ASCII

Value	Count	Frequency (%)
)	1043	38.3%
(	1042	38.3%
	317	11.7%
T	32	1.2%
O	21	0.8%
.	20	0.7%
R	17	0.6%
E	12	0.4%
U	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	1501
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0161884 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.0210226 × 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	2.0041223 × 10¹³
Q1	2.0130711 × 10¹³
median	2.0190713 × 10¹³
Q3	2.020081 × 10¹³
95-th percentile	2.0210219 × 10¹³
Maximum	2.0210226 × 10¹³
Range	1.8920798 × 10¹¹
Interquartile range (IQR)	7.0099494 × 10¹⁰

Descriptive statistics

Standard deviation	5.3296094 × 10¹⁰
Coefficient of variation (CV)	0.0026434085
Kurtosis	-0.10438084
Mean	2.0161884 × 10¹³
Median Absolute Deviation (MAD)	1.9408473 × 10¹⁰
Skewness	-1.0855344
Sum	3.0767034 × 10¹⁶
Variance	2.8404737 × 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%
20210224103834	1	0.1%
20191202100455	1	0.1%
20210223144402	1	0.1%
20210224104026	1	0.1%
20210223145610	1	0.1%
20210224105513	1	0.1%
20210224174333	1	0.1%
Other values (1491)	1491	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 (%)
20210226110605	1	0.1%
20210225113730	1	0.1%
20210225113700	1	0.1%
20210224192426	1	0.1%
20210224192112	1	0.1%
20210224191804	1	0.1%
20210224191646	1	0.1%
20210224190848	1	0.1%
20210224190716	1	0.1%
20210224190504	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

U	825
I	701

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	825	54.1%
I	701	45.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	825	54.1%
i	701	45.9%

데이터갱신일자
Date

Distinct	376
Distinct (%)	24.6%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-02-28 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	983
Distinct (%)	66.5%
Missing	48
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	388217.98

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	381598.37
Q1	385676.23
median	387735.74
Q3	390206.17
95-th percentile	396180.62
Maximum	402047.51
Range	33080.438
Interquartile range (IQR)	4529.9474

Descriptive statistics

Standard deviation	4129.4932
Coefficient of variation (CV)	0.010637048
Kurtosis	1.6404702
Mean	388217.98
Median Absolute Deviation (MAD)	2104.9997
Skewness	0.15051775
Sum	5.7378618 × 10⁸
Variance	17052714
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
387225.613588405	29	1.9%
391411.212179843	23	1.5%
385507.640529964	18	1.2%
385473.576409934	18	1.2%
386093.674147239	15	1.0%
385502.492319657	15	1.0%
387778.879751482	14	0.9%
385676.22672246	11	0.7%
385630.742187332	10	0.7%
385561.650139456	10	0.7%
Other values (973)	1315	86.2%
(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	983
Distinct (%)	66.5%
Missing	48
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	185629.56

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	181352.72
median	185983.92
Q3	188217.85
95-th percentile	193891.5
Maximum	205995.9
Range	31688.756
Interquartile range (IQR)	6865.1271

Descriptive statistics

Standard deviation	4505.4259
Coefficient of variation (CV)	0.024271058
Kurtosis	0.66546413
Mean	185629.56
Median Absolute Deviation (MAD)	3381.9983
Skewness	0.63309954
Sum	2.7436049 × 10⁸
Variance	20298863
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186408.726533861	29	1.9%
184052.409245407	23	1.5%
180548.792611588	18	1.2%
180297.978228551	18	1.2%
182068.358104572	15	1.0%
180297.579330876	15	1.0%
184455.754008589	14	0.9%
180949.186545775	11	0.7%
180306.821082315	10	0.7%
180152.738082365	10	0.7%
Other values (973)	1315	86.2%
(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	12.1 KiB

국외여행업	1526

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	1526	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국외여행업	1526	100.0%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

<NA>	813
관광사업	713

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	713	46.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	813	53.3%
관광사업	713	46.7%

지역구분명
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

<NA>	1284
일반주거지역	50
일반상업지역	46
준주거지역	42
상업지역	41
Other values (6)	63

Length

Max length	6
Median length	4
Mean length	4.2103539
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>	1284	84.1%
일반주거지역	50	3.3%
일반상업지역	46	3.0%
준주거지역	42	2.8%
상업지역	41	2.7%
근린상업지역	33	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	1284	84.1%
일반주거지역	50	3.3%
일반상업지역	46	3.0%
준주거지역	42	2.8%
상업지역	41	2.7%
근린상업지역	33	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	29
Distinct (%)	12.7%
Missing	1297
Missing (%)	85.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.1353712

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	20.6
Maximum	54
Range	54
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	7.585421
Coefficient of variation (CV)	1.2363426
Kurtosis	13.22738
Mean	6.1353712
Median Absolute Deviation (MAD)	2
Skewness	3.214401
Sum	1405
Variance	57.538612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
3	33	2.2%
4	30	2.0%
2	30	2.0%
5	23	1.5%
0	19	1.2%
1	18	1.2%
6	18	1.2%
7	10	0.7%
10	9	0.6%
8	7	0.5%
Other values (19)	32	2.1%
(Missing)	1297	85.0%

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	12.1 KiB

<NA>	1369
기타	80
주택가주변	22
학교정화(상대)	21
아파트지역	17
Other values (3)	17

Length

Max length	8
Median length	4
Mean length	4.0176933
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>	1369	89.7%
기타	80	5.2%
주택가주변	22	1.4%
학교정화(상대)	21	1.4%
아파트지역	17	1.1%
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	1369	89.7%
기타	80	5.2%
주택가주변	22	1.4%
학교정화(상대	21	1.4%
아파트지역	17	1.1%
유흥업소밀집지역	10	0.7%
결혼예식장주변	4	0.3%
학교정화(절대	3	0.2%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

보험기관명
Categorical

Distinct	32
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

<NA>	514
서울보증보험	334
서울보증보험주식회사	318
한국관광협회	91
한국관광협회중앙회 여행공제회	91
Other values (27)	178

Length

Max length	18
Median length	16
Mean length	7.0904325
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>	514	33.7%
서울보증보험	334	21.9%
서울보증보험주식회사	318	20.8%
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	514	31.3%
서울보증보험	335	20.4%
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	12.1 KiB

<NA>	1248
근린생활시설	184
사무실	73
기타	6
교육연구시설	4
Other values (6)	11

Length

Max length	12
Median length	4
Mean length	4.1939712
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>	1248	81.8%
근린생활시설	184	12.1%
사무실	73	4.8%
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	1248	81.8%
근린생활시설	184	12.1%
사무실	73	4.8%
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	1287
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	5.4811715

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	19.1
Maximum	49
Range	49
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.6917939
Coefficient of variation (CV)	1.2208693
Kurtosis	12.496424
Mean	5.4811715
Median Absolute Deviation (MAD)	2
Skewness	3.0685162
Sum	1310
Variance	44.780106
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
2	50	3.3%
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)	33	2.2%
(Missing)	1287	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	1.2%
1	20	1.3%
2	50	3.3%
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	1388
Missing (%)	91.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.384058

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
95-th percentile	5
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.4363501
Coefficient of variation (CV)	1.0377818
Kurtosis	3.344
Mean	1.384058
Median Absolute Deviation (MAD)	0
Skewness	1.893374
Sum	191
Variance	2.0631017
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	2	0.1%
6	2	0.1%
7	1	0.1%
(Missing)	1388	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	1.8%
1	76	5.0%
2	17	1.1%
3	2	0.1%
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	2	0.1%
2	17	1.1%
1	76	5.0%
0	28	1.8%

객실수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

건축연면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

영문상호명
Text

MISSING

Distinct	69
Distinct (%)	98.6%
Missing	1456
Missing (%)	95.4%
Memory size	12.1 KiB

Length

Max length	43
Median length	26
Mean length	18.1
Min length	1

Characters and Unicode

Total characters	1267
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	68 ?
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	24	11.1%
travel	18	8.3%
co	16	7.4%
ltd	15	6.9%
co.,ltd	13	6.0%
agency	6	2.8%
inc	6	2.8%
service	5	2.3%
international	4	1.8%
co.ltd	4	1.8%
Other values (98)	106	48.8%

Most occurring characters

Value	Count	Frequency (%)
	147	11.6%
T	84	6.6%
L	61	4.8%
O	56	4.4%
A	56	4.4%
R	55	4.3%
E	54	4.3%
C	52	4.1%
o	50	3.9%
.	47	3.7%
Other values (47)	605	47.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	707	55.8%
Lowercase Letter	323	25.5%
Space Separator	147	11.6%
Other Punctuation	79	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	84	11.9%
L	61	8.6%
O	56	7.9%
A	56	7.9%
R	55	7.8%
E	54	7.6%
C	52	7.4%
I	44	6.2%
N	43	6.1%
U	31	4.4%
Other values (14)	171	24.2%

Lowercase Letter

Value	Count	Frequency (%)
o	50	15.5%
r	30	9.3%
t	30	9.3%
a	27	8.4%
e	26	8.0%
d	22	6.8%
n	20	6.2%
l	18	5.6%
c	16	5.0%
u	16	5.0%
Other values (13)	68	21.1%

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 (%)
.	47	59.5%
,	30	38.0%
&	2	2.5%

Space Separator

Value	Count	Frequency (%)
	147	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	1030	81.3%
Common	237	18.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	84	8.2%
L	61	5.9%
O	56	5.4%
A	56	5.4%
R	55	5.3%
E	54	5.2%
C	52	5.0%
o	50	4.9%
I	44	4.3%
N	43	4.2%
Other values (37)	475	46.1%

Common

Value	Count	Frequency (%)
	147	62.0%
.	47	19.8%
,	30	12.7%
8	3	1.3%
0	2	0.8%
&	2	0.8%
(	2	0.8%
)	2	0.8%
4	1	0.4%
2	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1267	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	147	11.6%
T	84	6.6%
L	61	4.8%
O	56	4.4%
A	56	4.4%
R	55	4.3%
E	54	4.3%
C	52	4.1%
o	50	3.9%
.	47	3.7%
Other values (47)	605	47.8%

영문상호주소
Categorical

IMBALANCE

Distinct	24
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

<NA>	1459
Overseas travel business	21
Oversea Travel Business	7
OVERSEAS TRAVEL BUSINESS	7
OVERSEAS TRAVEL AGENCY	6
Other values (19)	26

Length

Max length	27
Median length	4
Mean length	4.8486239
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	95.6%
Overseas travel business	21	1.4%
Oversea Travel Business	7	0.5%
OVERSEAS TRAVEL BUSINESS	7	0.5%
OVERSEAS TRAVEL AGENCY	6	0.4%
Overseas Travel Business	3	0.2%
Overseas Travel Agency	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	87.8%
travel	62	3.7%
business	44	2.6%
overseas	43	2.6%
agency	19	1.1%
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	1526
Missing (%)	100.0%
Memory size	13.5 KiB

선박척수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

무대면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

좌석수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

회의실별동시수용인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	247
Distinct (%)	75.5%
Missing	1199
Missing (%)	78.6%
Infinite	0
Infinite (%)	0.0%
Mean	221.94483

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	88.9
95-th percentile	223.18
Maximum	43511
Range	43511
Interquartile range (IQR)	61.42

Descriptive statistics

Standard deviation	2416.9567
Coefficient of variation (CV)	10.889898
Kurtosis	318.51691
Mean	221.94483
Median Absolute Deviation (MAD)	26
Skewness	17.747307
Sum	72575.96
Variance	5841679.5
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%
42.05	4	0.3%
33.14	4	0.3%
30.0	4	0.3%
39.6	4	0.3%
27.48	3	0.2%
Other values (237)	262	17.2%
(Missing)	1199	78.6%

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	1526
Missing (%)	100.0%
Memory size	13.5 KiB

놀이시설수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

기획여행보험시작일자
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	1517
Missing (%)	99.4%
Infinite	0
Infinite (%)	0.0%
Mean	20187391

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	20164795
Q1	20180208
median	20190901
Q3	20200106
95-th percentile	20200911
Maximum	20201113
Range	40395
Interquartile range (IQR)	19898

Descriptive statistics

Standard deviation	14131.012
Coefficient of variation (CV)	0.00069999201
Kurtosis	-0.035880156
Mean	20187391
Median Absolute Deviation (MAD)	9708
Skewness	-0.95321138
Sum	1.8168652 × 10⁸
Variance	1.996855 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
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)	1517	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20160718	1	0.1%
20170910	1	0.1%
20180208	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%
20180208	1	0.1%
20170910	1	0.1%
20160718	1	0.1%

기획여행보험종료일자
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	1517
Missing (%)	99.4%
Infinite	0
Infinite (%)	0.0%
Mean	20198493

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	20178514
Q1	20190909
median	20200831
Q3	20210105
95-th percentile	20210911
Maximum	20211113
Range	40395
Interquartile range (IQR)	19196

Descriptive statistics

Standard deviation	13021.079
Coefficient of variation (CV)	0.00064465597
Kurtosis	1.6564104
Mean	20198493
Median Absolute Deviation (MAD)	9777
Skewness	-1.240113
Sum	1.8178644 × 10⁸
Variance	1.6954851 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
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)	1517	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170718	1	0.1%
20190208	1	0.1%
20190909	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%
20190909	1	0.1%
20190208	1	0.1%
20170718	1	0.1%

자본금
Real number (ℝ)

MISSING SKEWED

Distinct	132
Distinct (%)	13.3%
Missing	534
Missing (%)	35.0%
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	21.2%
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%
63000000	6	0.4%
200000000	6	0.4%
Other values (122)	156	10.2%
(Missing)	534	35.0%

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	766
Distinct (%)	72.2%
Missing	465
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%
Mean	20180885

Minimum	20021021
Maximum	20210316
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.5 KiB

Quantile statistics

Minimum	20021021
5-th percentile	20110810
Q1	20171124
median	20191023
Q3	20200529
95-th percentile	20201218
Maximum	20210316
Range	189295
Interquartile range (IQR)	29405

Descriptive statistics

Standard deviation	31654.059
Coefficient of variation (CV)	0.0015685169
Kurtosis	5.2005417
Mean	20180885
Median Absolute Deviation (MAD)	9702
Skewness	-2.1849091
Sum	2.1411919 × 10¹⁰
Variance	1.0019795 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200401	6	0.4%
20200201	6	0.4%
20191201	6	0.4%
20200301	5	0.3%
20191125	5	0.3%
20201101	5	0.3%
20200701	5	0.3%
20181101	5	0.3%
20200617	4	0.3%
20200608	4	0.3%
Other values (756)	1010	66.2%
(Missing)	465	30.5%

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 (%)
20210316	1	0.1%
20210306	1	0.1%
20210301	1	0.1%
20210228	1	0.1%
20210224	1	0.1%
20210222	1	0.1%
20210219	1	0.1%
20210215	1	0.1%
20210212	1	0.1%
20210211	1	0.1%

보험종료일자
Real number (ℝ)

MISSING

Distinct	772
Distinct (%)	72.8%
Missing	465
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%
Mean	20191071

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	20120830
Q1	20181214
median	20201031
Q3	20210604
95-th percentile	20211222
Maximum	20220404
Range	189383
Interquartile range (IQR)	29390

Descriptive statistics

Standard deviation	31419.355
Coefficient of variation (CV)	0.0015561015
Kurtosis	5.0916571
Mean	20191071
Median Absolute Deviation (MAD)	9698
Skewness	-2.1663236
Sum	2.1422726 × 10¹⁰
Variance	9.8717588 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210131	7	0.5%
20201130	6	0.4%
20201031	6	0.4%
20210331	6	0.4%
20211031	5	0.3%
20210930	5	0.3%
20200731	5	0.3%
20210228	5	0.3%
20210630	5	0.3%
20210701	4	0.3%
Other values (762)	1007	66.0%
(Missing)	465	30.5%

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%
20220315	1	0.1%
20220314	1	0.1%
20220305	1	0.1%
20220228	1	0.1%
20220227	1	0.1%
20220224	1	0.1%
20220221	1	0.1%
20220219	1	0.1%
20220214	1	0.1%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1526
Missing (%)	100.0%
Memory size	13.5 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	123
Distinct (%)	37.6%
Missing	1199
Missing (%)	78.6%
Infinite	0
Infinite (%)	0.0%
Mean	221.97554

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	223.3
Maximum	43511
Range	43511
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	2416.9562
Coefficient of variation (CV)	10.88839
Kurtosis	318.51623
Mean	221.97554
Median Absolute Deviation (MAD)	26
Skewness	17.747282
Sum	72586
Variance	5841677.4
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%
50	10	0.7%
40	10	0.7%
30	9	0.6%
42	7	0.5%
39	6	0.4%
66	5	0.3%
27	5	0.3%
Other values (113)	225	14.7%
(Missing)	1199	78.6%

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	1526
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>	<NA>	<NA>	<NA>	부산광역시 중구 중앙동4가 23-1 1303호	부산광역시 중구 중앙대로 80, 1303호 (중앙동4가, 노블리안2)	48941	수트래블	20210112112257	U	2021-01-14 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
1516	1517	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>
1517	1518	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>
1518	1519	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>
1519	1520	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>
1520	1521	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>
1521	1522	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>
1522	1523	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>
1523	1524	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>
1524	1525	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>
1525	1526	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

Close Punctuation

Open Punctuation

Dash Punctuation

Math Symbol

Most occurring scripts