gimi9 Pandas Profiling

Dataset statistics

Number of variables	64
Number of observations	352
Missing cells	10367
Missing cells (%)	46.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	191.9 KiB
Average record size in memory	558.4 B

Variable types

Numeric	17
Categorical	18
Text	6
Unsupported	22
DateTime	1

Dataset

Description	2021-02-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20211201050100961067

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`문화체육업종명` has constant value ""	Constant
`휴업시작일자` is highly imbalanced (95.2%)	Imbalance
`휴업종료일자` is highly imbalanced (95.2%)	Imbalance
`지역구분명` is highly imbalanced (64.8%)	Imbalance
`주변환경명` is highly imbalanced (74.7%)	Imbalance
`건물용도명` is highly imbalanced (69.5%)	Imbalance
`지하층수` is highly imbalanced (82.2%)	Imbalance
`영문상호주소` is highly imbalanced (79.8%)	Imbalance
`기획여행보험시작일자` is highly imbalanced (94.6%)	Imbalance
`기획여행보험종료일자` is highly imbalanced (94.6%)	Imbalance
`인허가취소일자` has 344 (97.7%) missing values	Missing
`폐업일자` has 264 (75.0%) missing values	Missing
`재개업일자` has 352 (100.0%) missing values	Missing
`소재지전화` has 101 (28.7%) missing values	Missing
`소재지면적` has 352 (100.0%) missing values	Missing
`소재지우편번호` has 285 (81.0%) missing values	Missing
`도로명우편번호` has 14 (4.0%) missing values	Missing
`업태구분명` has 352 (100.0%) missing values	Missing
`문화사업자구분명` has 352 (100.0%) missing values	Missing
`총층수` has 309 (87.8%) missing values	Missing
`제작취급품목내용` has 352 (100.0%) missing values	Missing
`지상층수` has 304 (86.4%) missing values	Missing
`객실수` has 352 (100.0%) missing values	Missing
`건축연면적` has 352 (100.0%) missing values	Missing
`영문상호명` has 316 (89.8%) missing values	Missing
`선박총톤수` has 352 (100.0%) missing values	Missing
`선박척수` has 352 (100.0%) missing values	Missing
`선박제원` has 352 (100.0%) missing values	Missing
`무대면적` has 352 (100.0%) missing values	Missing
`좌석수` has 352 (100.0%) missing values	Missing
`기념품종류` has 352 (100.0%) missing values	Missing
`회의실별동시수용인원` has 352 (100.0%) missing values	Missing
`시설면적` has 266 (75.6%) missing values	Missing
`놀이기구수내역` has 352 (100.0%) missing values	Missing
`놀이시설수` has 352 (100.0%) missing values	Missing
`방송시설유무` has 352 (100.0%) missing values	Missing
`발전시설유무` has 352 (100.0%) missing values	Missing
`의무실유무` has 352 (100.0%) missing values	Missing
`안내소유무` has 352 (100.0%) missing values	Missing
`자본금` has 81 (23.0%) missing values	Missing
`보험시작일자` has 36 (10.2%) missing values	Missing
`보험종료일자` has 36 (10.2%) missing values	Missing
`부대시설내역` has 352 (100.0%) missing values	Missing
`시설규모` has 266 (75.6%) missing values	Missing
`Unnamed: 63` has 352 (100.0%) missing values	Missing
`번호` has unique values	Unique
`사업장명` has unique values	Unique
`최종수정시점` 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
`문화사업자구분명` 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

Reproduction

Analysis started	2024-04-17 22:15:52.342917
Analysis finished	2024-04-17 22:15:53.121413
Duration	0.78 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	352
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	176.5

Minimum	1
Maximum	352
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	1
5-th percentile	18.55
Q1	88.75
median	176.5
Q3	264.25
95-th percentile	334.45
Maximum	352
Range	351
Interquartile range (IQR)	175.5

Descriptive statistics

Standard deviation	101.75788
Coefficient of variation (CV)	0.57653191
Kurtosis	-1.2
Mean	176.5
Median Absolute Deviation (MAD)	88
Skewness	0
Sum	62128
Variance	10354.667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.3%
178	1	0.3%
242	1	0.3%
241	1	0.3%
240	1	0.3%
239	1	0.3%
238	1	0.3%
237	1	0.3%
236	1	0.3%
235	1	0.3%
Other values (342)	342	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%
10	1	0.3%

Value	Count	Frequency (%)
352	1	0.3%
351	1	0.3%
350	1	0.3%
349	1	0.3%
348	1	0.3%
347	1	0.3%
346	1	0.3%
345	1	0.3%
344	1	0.3%
343	1	0.3%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

일반여행업	352

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반여행업	352	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반여행업	352	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

03_12_03_P	352

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	03_12_03_P
2nd row	03_12_03_P
3rd row	03_12_03_P
4th row	03_12_03_P
5th row	03_12_03_P

Common Values

Value	Count	Frequency (%)
03_12_03_P	352	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_12_03_p	352	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3308608

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3250000
Q1	3270000
median	3300000
Q3	3330000
95-th percentile	3380000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	41674.97
Coefficient of variation (CV)	0.012595923
Kurtosis	-0.82131302
Mean	3308608
Median Absolute Deviation (MAD)	30000
Skewness	0.40574846
Sum	1.16463 × 10⁹
Variance	1.7368031 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3330000	71	20.2%
3290000	58	16.5%
3270000	53	15.1%
3250000	41	11.6%
3310000	20	5.7%
3380000	18	5.1%
3370000	18	5.1%
3300000	16	4.5%
3390000	11	3.1%
3280000	10	2.8%
Other values (6)	36	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	41	11.6%
3260000	6	1.7%
3270000	53	15.1%
3280000	10	2.8%
3290000	58	16.5%
3300000	16	4.5%
3310000	20	5.7%
3320000	2	0.6%
3330000	71	20.2%
3340000	8	2.3%

Value	Count	Frequency (%)
3400000	5	1.4%
3390000	11	3.1%
3380000	18	5.1%
3370000	18	5.1%
3360000	6	1.7%
3350000	9	2.6%
3340000	8	2.3%
3330000	71	20.2%
3320000	2	0.6%
3310000	20	5.7%

관리번호
Text

Distinct	107
Distinct (%)	30.4%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

Length

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

Characters and Unicode

Total characters	7040
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	36 ?
Unique (%)	10.2%

Sample

1st row	CDFI2260042014000003
2nd row	CDFI2260042017000006
3rd row	CDFI2260042004000001
4th row	CDFI2260042018000003
5th row	CDFI2260042018000010

Value	Count	Frequency (%)
cdfi2260042019000001	13	3.7%
cdfi2260042016000001	11	3.1%
cdfi2260042018000002	11	3.1%
cdfi2260042020000001	11	3.1%
cdfi2260042018000001	11	3.1%
cdfi2260042017000002	10	2.8%
cdfi2260042017000001	10	2.8%
cdfi2260042012000001	8	2.3%
cdfi2260042016000002	8	2.3%
cdfi2260042019000002	8	2.3%
Other values (97)	251	71.3%

Most occurring characters

Value	Count	Frequency (%)
0	2865	40.7%
2	1186	16.8%
1	431	6.1%
6	410	5.8%
4	400	5.7%
C	352	5.0%
D	352	5.0%
F	352	5.0%
I	352	5.0%
9	75	1.1%
Other values (4)	265	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5632	80.0%
Uppercase Letter	1408	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2865	50.9%
2	1186	21.1%
1	431	7.7%
6	410	7.3%
4	400	7.1%
9	75	1.3%
8	73	1.3%
7	71	1.3%
3	62	1.1%
5	59	1.0%

Uppercase Letter

Value	Count	Frequency (%)
C	352	25.0%
D	352	25.0%
F	352	25.0%
I	352	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5632	80.0%
Latin	1408	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2865	50.9%
2	1186	21.1%
1	431	7.7%
6	410	7.3%
4	400	7.1%
9	75	1.3%
8	73	1.3%
7	71	1.3%
3	62	1.1%
5	59	1.0%

Latin

Value	Count	Frequency (%)
C	352	25.0%
D	352	25.0%
F	352	25.0%
I	352	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7040	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2865	40.7%
2	1186	16.8%
1	431	6.1%
6	410	5.8%
4	400	5.7%
C	352	5.0%
D	352	5.0%
F	352	5.0%
I	352	5.0%
9	75	1.1%
Other values (4)	265	3.8%

인허가일자
Real number (ℝ)

Distinct	322
Distinct (%)	91.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20151101

Minimum	19900523
Maximum	20201217
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	19900523
5-th percentile	20060779
Q1	20131204
median	20161068
Q3	20180623
95-th percentile	20200315
Maximum	20201217
Range	300694
Interquartile range (IQR)	49418.25

Descriptive statistics

Standard deviation	47565.189
Coefficient of variation (CV)	0.0023604264
Kurtosis	6.352657
Mean	20151101
Median Absolute Deviation (MAD)	19895
Skewness	-2.2121413
Sum	7.0931874 × 10⁹
Variance	2.2624472 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20150211	3	0.9%
20180622	3	0.9%
20200709	3	0.9%
20190312	3	0.9%
20180130	2	0.6%
20180704	2	0.6%
20200206	2	0.6%
20151118	2	0.6%
20160803	2	0.6%
20171102	2	0.6%
Other values (312)	328	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19900523	1	0.3%
19920414	1	0.3%
19930415	1	0.3%
19970327	1	0.3%
19971128	1	0.3%
19980115	1	0.3%
19991204	1	0.3%
20000210	1	0.3%
20010330	1	0.3%
20010824	1	0.3%

Value	Count	Frequency (%)
20201217	1	0.3%
20201016	1	0.3%
20201012	1	0.3%
20201007	1	0.3%
20200813	1	0.3%
20200811	1	0.3%
20200804	1	0.3%
20200716	1	0.3%
20200714	1	0.3%
20200709	3	0.9%

인허가취소일자
Real number (ℝ)

MISSING

Distinct	8
Distinct (%)	100.0%
Missing	344
Missing (%)	97.7%
Infinite	0
Infinite (%)	0.0%
Mean	20160653

Minimum	20100305
Maximum	20200522
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	20100305
5-th percentile	20107446
Q1	20150274
median	20160562
Q3	20191212
95-th percentile	20197270
Maximum	20200522
Range	100217
Interquartile range (IQR)	40938

Descriptive statistics

Standard deviation	35245.416
Coefficient of variation (CV)	0.0017482279
Kurtosis	-0.438357
Mean	20160653
Median Absolute Deviation (MAD)	30655.5
Skewness	-0.70927933
Sum	1.6128523 × 10⁸
Variance	1.2422393 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
20160609	1	0.3%
20191230	1	0.3%
20160516	1	0.3%
20191206	1	0.3%
20120709	1	0.3%
20200522	1	0.3%
20100305	1	0.3%
20160129	1	0.3%
(Missing)	344	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20100305	1	0.3%
20120709	1	0.3%
20160129	1	0.3%
20160516	1	0.3%
20160609	1	0.3%
20191206	1	0.3%
20191230	1	0.3%
20200522	1	0.3%

Value	Count	Frequency (%)
20200522	1	0.3%
20191230	1	0.3%
20191206	1	0.3%
20160609	1	0.3%
20160516	1	0.3%
20160129	1	0.3%
20120709	1	0.3%
20100305	1	0.3%

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	251
3	88
4	9
2	4

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	251	71.3%
3	88	25.0%
4	9	2.6%
2	4	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	251	71.3%
3	88	25.0%
4	9	2.6%
2	4	1.1%

영업상태명
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

영업/정상	251
폐업	88
취소/말소/만료/정지/중지	9
휴업	4

Length

Max length	14
Median length	5
Mean length	4.4460227
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	251	71.3%
폐업	88	25.0%
취소/말소/만료/정지/중지	9	2.6%
휴업	4	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	251	71.3%
폐업	88	25.0%
취소/말소/만료/정지/중지	9	2.6%
휴업	4	1.1%

상세영업상태코드
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

13	251
3	88
31	9
2	4

Length

Max length	2
Median length	2
Mean length	1.7386364
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
13	251	71.3%
3	88	25.0%
31	9	2.6%
2	4	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	251	71.3%
3	88	25.0%
31	9	2.6%
2	4	1.1%

상세영업상태명
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

영업중	251
폐업	88
등록취소	9
휴업	4

Length

Max length	4
Median length	3
Mean length	2.7642045
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	251	71.3%
폐업	88	25.0%
등록취소	9	2.6%
휴업	4	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	251	71.3%
폐업	88	25.0%
등록취소	9	2.6%
휴업	4	1.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	85
Distinct (%)	96.6%
Missing	264
Missing (%)	75.0%
Infinite	0
Infinite (%)	0.0%
Mean	20169075

Minimum	20110425
Maximum	20201106
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	20110425
5-th percentile	20120438
Q1	20150992
median	20171024
Q3	20190622
95-th percentile	20200630
Maximum	20201106
Range	90681
Interquartile range (IQR)	39630.25

Descriptive statistics

Standard deviation	24830.891
Coefficient of variation (CV)	0.0012311368
Kurtosis	-0.1920846
Mean	20169075
Median Absolute Deviation (MAD)	19794
Skewness	-0.73797925
Sum	1.7748786 × 10⁹
Variance	6.1657316 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200413	2	0.6%
20170406	2	0.6%
20200630	2	0.6%
20150304	1	0.3%
20201030	1	0.3%
20190805	1	0.3%
20130130	1	0.3%
20110930	1	0.3%
20161125	1	0.3%
20180705	1	0.3%
Other values (75)	75	21.3%
(Missing)	264	75.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20110425	1	0.3%
20110523	1	0.3%
20110608	1	0.3%
20110930	1	0.3%
20120401	1	0.3%
20120507	1	0.3%
20120713	1	0.3%
20130130	1	0.3%
20130630	1	0.3%
20131113	1	0.3%

Value	Count	Frequency (%)
20201106	1	0.3%
20201030	1	0.3%
20200804	1	0.3%
20200731	1	0.3%
20200630	2	0.6%
20200504	1	0.3%
20200413	2	0.6%
20200403	1	0.3%
20200310	1	0.3%
20200305	1	0.3%

휴업시작일자
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	348
20201214	1
20200705	1
20180730	1
20200317	1

Length

Max length	8
Median length	4
Mean length	4.0454545
Min length	4

Unique

Unique	4 ?
Unique (%)	1.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	348	98.9%
20201214	1	0.3%
20200705	1	0.3%
20180730	1	0.3%
20200317	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	348	98.9%
20201214	1	0.3%
20200705	1	0.3%
20180730	1	0.3%
20200317	1	0.3%

휴업종료일자
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	348
20211213	1
20210630	1
20190630	1
20210316	1

Length

Max length	8
Median length	4
Mean length	4.0454545
Min length	4

Unique

Unique	4 ?
Unique (%)	1.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	348	98.9%
20211213	1	0.3%
20210630	1	0.3%
20190630	1	0.3%
20210316	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	348	98.9%
20211213	1	0.3%
20210630	1	0.3%
20190630	1	0.3%
20210316	1	0.3%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

소재지전화
Text

MISSING

Distinct	249
Distinct (%)	99.2%
Missing	101
Missing (%)	28.7%
Memory size	2.9 KiB

Length

Max length	13
Median length	12
Mean length	11.14741
Min length	7

Characters and Unicode

Total characters	2798
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	247 ?
Unique (%)	98.4%

Sample

1st row	903-3939
2nd row	051-977-6868
3rd row	051-555-0013
4th row	051-868-9916
5th row	462-2215

Value	Count	Frequency (%)
051	8	3.0%
070	3	1.1%
051-714-6867	2	0.7%
051-851-0600	2	0.7%
051-782-0193	1	0.4%
051-987-5289	1	0.4%
07075614763	1	0.4%
051-461-0080	1	0.4%
0514673200	1	0.4%
051-418-1863	1	0.4%
Other values (250)	250	92.3%

Most occurring characters

Value	Count	Frequency (%)
0	468	16.7%
5	380	13.6%
1	374	13.4%
-	364	13.0%
7	216	7.7%
8	191	6.8%
6	187	6.7%
4	176	6.3%
2	154	5.5%
3	142	5.1%
Other values (3)	146	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2412	86.2%
Dash Punctuation	364	13.0%
Space Separator	20	0.7%
Close Punctuation	2	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	468	19.4%
5	380	15.8%
1	374	15.5%
7	216	9.0%
8	191	7.9%
6	187	7.8%
4	176	7.3%
2	154	6.4%
3	142	5.9%
9	124	5.1%

Dash Punctuation

Value	Count	Frequency (%)
-	364	100.0%

Space Separator

Value	Count	Frequency (%)
	20	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2798	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	468	16.7%
5	380	13.6%
1	374	13.4%
-	364	13.0%
7	216	7.7%
8	191	6.8%
6	187	6.7%
4	176	6.3%
2	154	5.5%
3	142	5.1%
Other values (3)	146	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2798	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	468	16.7%
5	380	13.6%
1	374	13.4%
-	364	13.0%
7	216	7.7%
8	191	6.8%
6	187	6.7%
4	176	6.3%
2	154	5.5%
3	142	5.1%
Other values (3)	146	5.2%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	54
Distinct (%)	80.6%
Missing	285
Missing (%)	81.0%
Infinite	0
Infinite (%)	0.0%
Mean	608771.72

Minimum	600012
Maximum	617814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	600012
5-th percentile	600014
Q1	601838
median	611839
Q3	613002
95-th percentile	614851.9
Maximum	617814
Range	17802
Interquartile range (IQR)	11164

Descriptive statistics

Standard deviation	5797.4846
Coefficient of variation (CV)	0.0095232489
Kurtosis	-1.4054873
Mean	608771.72
Median Absolute Deviation (MAD)	3007
Skewness	-0.44917317
Sum	40787705
Variance	33610828
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600014	4	1.1%
612022	3	0.9%
612889	3	0.9%
613832	2	0.6%
612824	2	0.6%
601807	2	0.6%
601839	2	0.6%
614021	2	0.6%
601837	2	0.6%
600016	1	0.3%
Other values (44)	44	12.5%
(Missing)	285	81.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600012	1	0.3%
600014	4	1.1%
600015	1	0.3%
600016	1	0.3%
600045	1	0.3%
600092	1	0.3%
600802	1	0.3%
600815	1	0.3%
601011	1	0.3%
601012	1	0.3%

Value	Count	Frequency (%)
617814	1	0.3%
617721	1	0.3%
614866	1	0.3%
614854	1	0.3%
614847	1	0.3%
614846	1	0.3%
614844	1	0.3%
614828	1	0.3%
614731	1	0.3%
614720	1	0.3%

소재지전체주소
Text

Distinct	331
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

Length

Max length	47
Median length	39
Mean length	26.176136
Min length	13

Characters and Unicode

Total characters	9214
Distinct characters	278
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	318 ?
Unique (%)	90.3%

Sample

1st row	부산광역시 중구 대청동2가 32-1번지
2nd row	부산광역시 중구 중앙동4가 53-34번지
3rd row	부산광역시 동래구 명륜동 553-5번지 311호
4th row	부산광역시 부산진구 양정동 236-3번지 제나두
5th row	부산광역시 동구 초량동 1169-3 강남빌딩 613호

Value	Count	Frequency (%)
부산광역시	352	20.2%
해운대구	71	4.1%
부산진구	58	3.3%
동구	53	3.0%
중구	41	2.4%
초량동	39	2.2%
우동	36	2.1%
부전동	24	1.4%
남구	20	1.1%
재송동	19	1.1%
Other values (635)	1030	59.1%

Most occurring characters

Value	Count	Frequency (%)
	1391	15.1%
동	460	5.0%
1	459	5.0%
부	453	4.9%
산	448	4.9%
광	365	4.0%
시	365	4.0%
역	358	3.9%
구	352	3.8%
-	277	3.0%
Other values (268)	4286	46.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5450	59.1%
Decimal Number	1938	21.0%
Space Separator	1391	15.1%
Dash Punctuation	277	3.0%
Lowercase Letter	92	1.0%
Uppercase Letter	56	0.6%
Close Punctuation	4	< 0.1%
Open Punctuation	4	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	460	8.4%
부	453	8.3%
산	448	8.2%
광	365	6.7%
시	365	6.7%
역	358	6.6%
구	352	6.5%
지	232	4.3%
번	225	4.1%
호	117	2.1%
Other values (224)	2075	38.1%

Uppercase Letter

Value	Count	Frequency (%)
S	16	28.6%
C	8	14.3%
T	7	12.5%
B	6	10.7%
K	5	8.9%
A	2	3.6%
H	2	3.6%
E	2	3.6%
W	2	3.6%
P	1	1.8%
Other values (5)	5	8.9%

Lowercase Letter

Value	Count	Frequency (%)
e	20	21.7%
o	12	13.0%
a	8	8.7%
l	7	7.6%
w	6	6.5%
n	6	6.5%
d	6	6.5%
m	6	6.5%
i	6	6.5%
x	6	6.5%
Other values (4)	9	9.8%

Decimal Number

Value	Count	Frequency (%)
1	459	23.7%
2	257	13.3%
0	212	10.9%
3	201	10.4%
4	200	10.3%
5	151	7.8%
8	134	6.9%
7	115	5.9%
6	109	5.6%
9	100	5.2%

Space Separator

Value	Count	Frequency (%)
	1391	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	277	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5450	59.1%
Common	3616	39.2%
Latin	148	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	460	8.4%
부	453	8.3%
산	448	8.2%
광	365	6.7%
시	365	6.7%
역	358	6.6%
구	352	6.5%
지	232	4.3%
번	225	4.1%
호	117	2.1%
Other values (224)	2075	38.1%

Latin

Value	Count	Frequency (%)
e	20	13.5%
S	16	10.8%
o	12	8.1%
C	8	5.4%
a	8	5.4%
T	7	4.7%
l	7	4.7%
w	6	4.1%
n	6	4.1%
d	6	4.1%
Other values (19)	52	35.1%

Common

Value	Count	Frequency (%)
	1391	38.5%
1	459	12.7%
-	277	7.7%
2	257	7.1%
0	212	5.9%
3	201	5.6%
4	200	5.5%
5	151	4.2%
8	134	3.7%
7	115	3.2%
Other values (5)	219	6.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5450	59.1%
ASCII	3764	40.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1391	37.0%
1	459	12.2%
-	277	7.4%
2	257	6.8%
0	212	5.6%
3	201	5.3%
4	200	5.3%
5	151	4.0%
8	134	3.6%
7	115	3.1%
Other values (34)	367	9.8%

Hangul

Value	Count	Frequency (%)
동	460	8.4%
부	453	8.3%
산	448	8.2%
광	365	6.7%
시	365	6.7%
역	358	6.6%
구	352	6.5%
지	232	4.3%
번	225	4.1%
호	117	2.1%
Other values (224)	2075	38.1%

도로명전체주소
Text

Distinct	346
Distinct (%)	98.6%
Missing	1
Missing (%)	0.3%
Memory size	2.9 KiB

Length

Max length	57
Median length	44
Mean length	35.435897
Min length	21

Characters and Unicode

Total characters	12438
Distinct characters	323
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	341 ?
Unique (%)	97.2%

Sample

1st row	부산광역시 중구 광복중앙로 32-1, 3층 (대청동2가)
2nd row	부산광역시 중구 해관로 72-1, 화성빌딩 305호 (중앙동4가)
3rd row	부산광역시 동래구 명륜로129번길 20, 311호 (명륜동)
4th row	부산광역시 부산진구 진연로 9, 301호 (양정동, 제나두)
5th row	부산광역시 동구 중앙대로 270, 강남빌딩 613호 (초량동)

Value	Count	Frequency (%)
부산광역시	351	14.9%
해운대구	71	3.0%
부산진구	58	2.5%
동구	53	2.2%
중앙대로	43	1.8%
중구	41	1.7%
초량동	37	1.6%
우동	36	1.5%
3층	28	1.2%
부전동	24	1.0%
Other values (818)	1617	68.5%

Most occurring characters

Value	Count	Frequency (%)
	2017	16.2%
동	507	4.1%
부	458	3.7%
산	454	3.7%
1	415	3.3%
,	412	3.3%
시	381	3.1%
광	374	3.0%
역	355	2.9%
구	355	2.9%
Other values (313)	6710	53.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7024	56.5%
Decimal Number	2052	16.5%
Space Separator	2017	16.2%
Other Punctuation	413	3.3%
Open Punctuation	353	2.8%
Close Punctuation	353	2.8%
Lowercase Letter	92	0.7%
Uppercase Letter	82	0.7%
Dash Punctuation	51	0.4%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	507	7.2%
부	458	6.5%
산	454	6.5%
시	381	5.4%
광	374	5.3%
역	355	5.1%
구	355	5.1%
로	348	5.0%
대	260	3.7%
호	220	3.1%
Other values (264)	3312	47.2%

Uppercase Letter

Value	Count	Frequency (%)
S	17	20.7%
C	13	15.9%
B	8	9.8%
A	8	9.8%
E	7	8.5%
T	7	8.5%
K	5	6.1%
P	5	6.1%
W	3	3.7%
I	2	2.4%
Other values (6)	7	8.5%

Lowercase Letter

Value	Count	Frequency (%)
e	20	21.7%
o	12	13.0%
a	8	8.7%
l	7	7.6%
w	6	6.5%
d	6	6.5%
i	6	6.5%
m	6	6.5%
p	6	6.5%
x	6	6.5%
Other values (4)	9	9.8%

Decimal Number

Value	Count	Frequency (%)
1	415	20.2%
2	316	15.4%
0	287	14.0%
3	247	12.0%
4	200	9.7%
7	143	7.0%
5	125	6.1%
6	116	5.7%
9	112	5.5%
8	91	4.4%

Other Punctuation

Value	Count	Frequency (%)
,	412	99.8%
*	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	352	99.7%
[	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	352	99.7%
]	1	0.3%

Space Separator

Value	Count	Frequency (%)
	2017	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	51	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7024	56.5%
Common	5240	42.1%
Latin	174	1.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	507	7.2%
부	458	6.5%
산	454	6.5%
시	381	5.4%
광	374	5.3%
역	355	5.1%
구	355	5.1%
로	348	5.0%
대	260	3.7%
호	220	3.1%
Other values (264)	3312	47.2%

Latin

Value	Count	Frequency (%)
e	20	11.5%
S	17	9.8%
C	13	7.5%
o	12	6.9%
B	8	4.6%
A	8	4.6%
a	8	4.6%
E	7	4.0%
T	7	4.0%
l	7	4.0%
Other values (20)	67	38.5%

Common

Value	Count	Frequency (%)
	2017	38.5%
1	415	7.9%
,	412	7.9%
(	352	6.7%
)	352	6.7%
2	316	6.0%
0	287	5.5%
3	247	4.7%
4	200	3.8%
7	143	2.7%
Other values (9)	499	9.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7024	56.5%
ASCII	5414	43.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2017	37.3%
1	415	7.7%
,	412	7.6%
(	352	6.5%
)	352	6.5%
2	316	5.8%
0	287	5.3%
3	247	4.6%
4	200	3.7%
7	143	2.6%
Other values (39)	673	12.4%

Hangul

Value	Count	Frequency (%)
동	507	7.2%
부	458	6.5%
산	454	6.5%
시	381	5.4%
광	374	5.3%
역	355	5.1%
구	355	5.1%
로	348	5.0%
대	260	3.7%
호	220	3.1%
Other values (264)	3312	47.2%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	206
Distinct (%)	60.9%
Missing	14
Missing (%)	4.0%
Infinite	0
Infinite (%)	0.0%
Mean	79655.18

Minimum	46019
Maximum	617814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	46019
5-th percentile	46754.15
Q1	47524.25
median	48111
Q3	48821
95-th percentile	600132.2
Maximum	617814
Range	571795
Interquartile range (IQR)	1296.75

Descriptive statistics

Standard deviation	129518.51
Coefficient of variation (CV)	1.6259898
Kurtosis	13.067179
Mean	79655.18
Median Absolute Deviation (MAD)	707
Skewness	3.8712789
Sum	26923451
Variance	1.6775046 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48059	19	5.4%
47257	8	2.3%
48060	7	2.0%
48058	7	2.0%
48821	7	2.0%
48818	6	1.7%
48930	6	1.7%
49037	6	1.7%
48957	5	1.4%
48093	4	1.1%
Other values (196)	263	74.7%
(Missing)	14	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46019	1	0.3%
46023	1	0.3%
46054	1	0.3%
46064	1	0.3%
46229	1	0.3%
46244	1	0.3%
46281	1	0.3%
46288	1	0.3%
46293	1	0.3%
46335	1	0.3%

Value	Count	Frequency (%)
617814	1	0.3%
617721	1	0.3%
614866	1	0.3%
614828	1	0.3%
614021	1	0.3%
613832	1	0.3%
612893	1	0.3%
612889	1	0.3%
612840	1	0.3%
612712	1	0.3%

사업장명
Text

UNIQUE

Distinct	352
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

Length

Max length	27
Median length	20
Mean length	8.9090909
Min length	3

Characters and Unicode

Total characters	3136
Distinct characters	365
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	352 ?
Unique (%)	100.0%

Sample

1st row	진투어
2nd row	(주)팝콘투어네트웍스
3rd row	(주)우리투어
4th row	(주)세진월드
5th row	하나가오 여행사

Value	Count	Frequency (%)
주식회사	56	12.0%
tour	7	1.5%
투어	5	1.1%
여행사	4	0.9%
코리아	3	0.6%
유에스	2	0.4%
	2	0.4%
부산	2	0.4%
에듀케이션	2	0.4%
앤	2	0.4%
Other values (380)	382	81.8%

Most occurring characters

Value	Count	Frequency (%)
주	276	8.8%
(	231	7.4%
)	231	7.4%
사	118	3.8%
	115	3.7%
어	105	3.3%
투	103	3.3%
이	86	2.7%
여	85	2.7%
행	82	2.6%
Other values (355)	1704	54.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2385	76.1%
Open Punctuation	231	7.4%
Close Punctuation	231	7.4%
Space Separator	115	3.7%
Uppercase Letter	100	3.2%
Lowercase Letter	56	1.8%
Decimal Number	6	0.2%
Other Punctuation	6	0.2%
Dash Punctuation	4	0.1%
Math Symbol	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	276	11.6%
사	118	4.9%
어	105	4.4%
투	103	4.3%
이	86	3.6%
여	85	3.6%
행	82	3.4%
회	61	2.6%
스	61	2.6%
식	59	2.5%
Other values (304)	1349	56.6%

Uppercase Letter

Value	Count	Frequency (%)
T	12	12.0%
U	8	8.0%
S	7	7.0%
A	7	7.0%
O	7	7.0%
N	6	6.0%
M	6	6.0%
R	6	6.0%
C	5	5.0%
E	4	4.0%
Other values (12)	32	32.0%

Lowercase Letter

Value	Count	Frequency (%)
r	11	19.6%
o	10	17.9%
u	7	12.5%
t	6	10.7%
i	3	5.4%
e	3	5.4%
s	2	3.6%
n	2	3.6%
m	2	3.6%
d	2	3.6%
Other values (7)	8	14.3%

Other Punctuation

Value	Count	Frequency (%)
&	2	33.3%
'	2	33.3%
,	1	16.7%
.	1	16.7%

Decimal Number

Value	Count	Frequency (%)
1	4	66.7%
2	1	16.7%
0	1	16.7%

Open Punctuation

Value	Count	Frequency (%)
(	231	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	231	100.0%

Space Separator

Value	Count	Frequency (%)
	115	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Math Symbol

Value	Count	Frequency (%)
>	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2378	75.8%
Common	595	19.0%
Latin	156	5.0%
Han	7	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	276	11.6%
사	118	5.0%
어	105	4.4%
투	103	4.3%
이	86	3.6%
여	85	3.6%
행	82	3.4%
회	61	2.6%
스	61	2.6%
식	59	2.5%
Other values (297)	1342	56.4%

Latin

Value	Count	Frequency (%)
T	12	7.7%
r	11	7.1%
o	10	6.4%
U	8	5.1%
S	7	4.5%
u	7	4.5%
A	7	4.5%
O	7	4.5%
N	6	3.8%
M	6	3.8%
Other values (29)	75	48.1%

Common

Value	Count	Frequency (%)
(	231	38.8%
)	231	38.8%
	115	19.3%
-	4	0.7%
1	4	0.7%
&	2	0.3%
'	2	0.3%
>	2	0.3%
,	1	0.2%
.	1	0.2%
Other values (2)	2	0.3%

Han

Value	Count	Frequency (%)
社	1	14.3%
會	1	14.3%
式	1	14.3%
韓	1	14.3%
盛	1	14.3%
園	1	14.3%
株	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2378	75.8%
ASCII	751	23.9%
CJK	7	0.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	276	11.6%
사	118	5.0%
어	105	4.4%
투	103	4.3%
이	86	3.6%
여	85	3.6%
행	82	3.4%
회	61	2.6%
스	61	2.6%
식	59	2.5%
Other values (297)	1342	56.4%

ASCII

Value	Count	Frequency (%)
(	231	30.8%
)	231	30.8%
	115	15.3%
T	12	1.6%
r	11	1.5%
o	10	1.3%
U	8	1.1%
S	7	0.9%
u	7	0.9%
A	7	0.9%
Other values (41)	112	14.9%

CJK

Value	Count	Frequency (%)
社	1	14.3%
會	1	14.3%
式	1	14.3%
韓	1	14.3%
盛	1	14.3%
園	1	14.3%
株	1	14.3%

최종수정시점
Real number (ℝ)

UNIQUE

Distinct	352
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0188532 × 10¹³

Minimum	2.0101111 × 10¹³
Maximum	2.0201231 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	2.0101111 × 10¹³
5-th percentile	2.0141171 × 10¹³
Q1	2.018109 × 10¹³
median	2.0200302 × 10¹³
Q3	2.0200803 × 10¹³
95-th percentile	2.0201162 × 10¹³
Maximum	2.0201231 × 10¹³
Range	1.0012001 × 10¹¹
Interquartile range (IQR)	1.9713282 × 10¹⁰

Descriptive statistics

Standard deviation	1.9826486 × 10¹⁰
Coefficient of variation (CV)	0.00098206675
Kurtosis	4.2393002
Mean	2.0188532 × 10¹³
Median Absolute Deviation (MAD)	8.6344442 × 10⁸
Skewness	-2.0878167
Sum	7.1063631 × 10¹⁵
Variance	3.9308953 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20160609143658	1	0.3%
20200117135035	1	0.3%
20201216103629	1	0.3%
20191213104038	1	0.3%
20191125102145	1	0.3%
20200714144556	1	0.3%
20200221180405	1	0.3%
20170914180013	1	0.3%
20191128094736	1	0.3%
20190326111634	1	0.3%
Other values (342)	342	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20101111154241	1	0.3%
20110502175958	1	0.3%
20110523111012	1	0.3%
20110713180541	1	0.3%
20111003150103	1	0.3%
20120425141705	1	0.3%
20120508085704	1	0.3%
20120713162914	1	0.3%
20130117162510	1	0.3%
20130130142031	1	0.3%

Value	Count	Frequency (%)
20201231160213	1	0.3%
20201230135946	1	0.3%
20201229091320	1	0.3%
20201228090503	1	0.3%
20201222153027	1	0.3%
20201222145857	1	0.3%
20201222135951	1	0.3%
20201218191428	1	0.3%
20201218094644	1	0.3%
20201217164620	1	0.3%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

U	248
I	104

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	248	70.5%
I	104	29.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	248	70.5%
i	104	29.5%

데이터갱신일자
Date

Distinct	192
Distinct (%)	54.5%
Missing	0
Missing (%)	0.0%
Memory size	2.9 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	352
Missing (%)	100.0%
Memory size	3.2 KiB

좌표정보(x)
Real number (ℝ)

Distinct	280
Distinct (%)	79.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	388888.84

Minimum	370683.06
Maximum	402047.51
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	370683.06
5-th percentile	381022.17
Q1	385766.73
median	387991.86
Q3	392432.37
95-th percentile	397160
Maximum	402047.51
Range	31364.45
Interquartile range (IQR)	6665.637

Descriptive statistics

Standard deviation	4571.9434
Coefficient of variation (CV)	0.011756427
Kurtosis	0.5047361
Mean	388888.84
Median Absolute Deviation (MAD)	2434.7913
Skewness	0.07774557
Sum	1.3688887 × 10⁸
Variance	20902666
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
394209.294344881	7	2.0%
385754.477258744	6	1.7%
387225.613588405	6	1.7%
393503.395720953	5	1.4%
386767.752701442	5	1.4%
393607.260373715	4	1.1%
391411.212179843	3	0.9%
393284.046237794	3	0.9%
385909.371816942	3	0.9%
395388.715069604	3	0.9%
Other values (270)	307	87.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
370683.061499403	1	0.3%
377751.150549468	1	0.3%
377988.03993089	1	0.3%
378086.819793162	1	0.3%
378260.668626959	2	0.6%
378993.936915656	1	0.3%
379212.079721725	1	0.3%
379903.816297153	1	0.3%
380236.268913744	1	0.3%
380482.767624189	1	0.3%

Value	Count	Frequency (%)
402047.511203294	1	0.3%
401883.243837391	1	0.3%
400257.139717223	1	0.3%
399031.644528728	1	0.3%
398491.352089522	2	0.6%
398431.390184482	1	0.3%
398411.900186239	1	0.3%
398304.016430747	1	0.3%
398240.0	1	0.3%
398237.363461482	1	0.3%

좌표정보(y)
Real number (ℝ)

Distinct	280
Distinct (%)	79.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	185495.02

Minimum	174149.42
Maximum	205969.83
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	174149.42
5-th percentile	179242.58
Q1	181867.1
median	186154.33
Q3	188030.25
95-th percentile	191961.16
Maximum	205969.83
Range	31820.411
Interquartile range (IQR)	6163.151

Descriptive statistics

Standard deviation	4454.2933
Coefficient of variation (CV)	0.024013007
Kurtosis	2.4726725
Mean	185495.02
Median Absolute Deviation (MAD)	2406.4948
Skewness	0.74466894
Sum	65294249
Variance	19840729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187280.207931335	7	2.0%
179113.980448494	6	1.7%
186408.726533861	6	1.7%
188279.474831569	5	1.4%
181913.054093558	5	1.4%
188408.076687691	4	1.1%
184052.409245407	3	0.9%
187432.534573096	3	0.9%
181245.959273419	3	0.9%
186268.853282623	3	0.9%
Other values (270)	307	87.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174149.423830981	1	0.3%
175140.099221406	1	0.3%
175704.977617908	1	0.3%
176232.618665254	1	0.3%
176716.01395798	1	0.3%
177413.108840591	1	0.3%
177527.437966343	1	0.3%
178184.175148306	1	0.3%
178351.510128952	1	0.3%
178624.718304088	1	0.3%

Value	Count	Frequency (%)
205969.834966622	1	0.3%
205215.662219856	1	0.3%
204623.795047106	1	0.3%
197737.979994619	1	0.3%
197678.738884706	1	0.3%
197544.55928843	1	0.3%
196093.556757469	1	0.3%
195846.19013046	1	0.3%
195126.219715171	1	0.3%
194543.760992764	2	0.6%

문화체육업종명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

일반여행업	352

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반여행업	352	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반여행업	352	100.0%

문화사업자구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

지역구분명
Categorical

IMBALANCE

Distinct	9
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	292
일반주거지역	15
일반상업지역	13
상업지역	10
준주거지역	10
Other values (4)	12

Length

Max length	6
Median length	4
Mean length	4.21875
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	292	83.0%
일반주거지역	15	4.3%
일반상업지역	13	3.7%
상업지역	10	2.8%
준주거지역	10	2.8%
주거지역	5	1.4%
준공업지역	3	0.9%
근린상업지역	2	0.6%
자연녹지지역	2	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	292	83.0%
일반주거지역	15	4.3%
일반상업지역	13	3.7%
상업지역	10	2.8%
준주거지역	10	2.8%
주거지역	5	1.4%
준공업지역	3	0.9%
근린상업지역	2	0.6%
자연녹지지역	2	0.6%

총층수
Real number (ℝ)

MISSING

Distinct	14
Distinct (%)	32.6%
Missing	309
Missing (%)	87.8%
Infinite	0
Infinite (%)	0.0%
Mean	5.4418605

Minimum	0
Maximum	36
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1.1
Q1	2
median	4
Q3	6
95-th percentile	12
Maximum	36
Range	36
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	5.9132713
Coefficient of variation (CV)	1.0866268
Kurtosis	16.710508
Mean	5.4418605
Median Absolute Deviation (MAD)	2
Skewness	3.550644
Sum	234
Variance	34.966777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
2	11	3.1%
4	7	2.0%
3	7	2.0%
6	4	1.1%
11	2	0.6%
10	2	0.6%
12	2	0.6%
1	2	0.6%
9	1	0.3%
14	1	0.3%
Other values (4)	4	1.1%
(Missing)	309	87.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.3%
1	2	0.6%
2	11	3.1%
3	7	2.0%
4	7	2.0%
5	1	0.3%
6	4	1.1%
7	1	0.3%
9	1	0.3%
10	2	0.6%

Value	Count	Frequency (%)
36	1	0.3%
14	1	0.3%
12	2	0.6%
11	2	0.6%
10	2	0.6%
9	1	0.3%
7	1	0.3%
6	4	1.1%
5	1	0.3%
4	7	2.0%

주변환경명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	318
기타	15
학교정화(상대)	8
주택가주변	5
아파트지역	3

Length

Max length	8
Median length	4
Mean length	4.0625
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>	318	90.3%
기타	15	4.3%
학교정화(상대)	8	2.3%
주택가주변	5	1.4%
아파트지역	3	0.9%
유흥업소밀집지역	3	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	318	90.3%
기타	15	4.3%
학교정화(상대	8	2.3%
주택가주변	5	1.4%
아파트지역	3	0.9%
유흥업소밀집지역	3	0.9%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

보험기관명
Categorical

Distinct	21
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

서울보증보험주식회사	118
서울보증보험	78
<NA>	49
한국관광협회중앙회	26
한국관광협회중앙회 여행공제회	24
Other values (16)	57

Length

Max length	18
Median length	15
Mean length	8.375
Min length	4

Unique

Unique	9 ?
Unique (%)	2.6%

Sample

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

Common Values

Value	Count	Frequency (%)
서울보증보험주식회사	118	33.5%
서울보증보험	78	22.2%
<NA>	49	13.9%
한국관광협회중앙회	26	7.4%
한국관광협회중앙회 여행공제회	24	6.8%
한국관광협회	23	6.5%
서울보증보험(주)	6	1.7%
(주)서울보증보험	5	1.4%
한국관광협회중앙회 관광공제회	5	1.4%
한국관광협회중앙회여행공제회	4	1.1%
Other values (11)	14	4.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
서울보증보험주식회사	118	30.6%
서울보증보험	80	20.8%
한국관광협회중앙회	55	14.3%
na	49	12.7%
여행공제회	24	6.2%
한국관광협회	24	6.2%
서울보증보험(주	6	1.6%
주)서울보증보험	5	1.3%
관광공제회	5	1.3%
한국관광협회중앙회여행공제회	4	1.0%
Other values (12)	15	3.9%

건물용도명
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	287
근린생활시설	37
사무실	19
기타	3
아파트	1
Other values (5)	5

Length

Max length	12
Median length	4
Mean length	4.1732955
Min length	2

Unique

Unique	6 ?
Unique (%)	1.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	287	81.5%
근린생활시설	37	10.5%
사무실	19	5.4%
기타	3	0.9%
아파트	1	0.3%
교육연구시설	1	0.3%
단독주택	1	0.3%
다세대주택	1	0.3%
농업생산시설	1	0.3%
다중주택(공동주택적용)	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	287	81.5%
근린생활시설	37	10.5%
사무실	19	5.4%
기타	3	0.9%
아파트	1	0.3%
교육연구시설	1	0.3%
단독주택	1	0.3%
다세대주택	1	0.3%
농업생산시설	1	0.3%
다중주택(공동주택적용	1	0.3%

지상층수
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	27.1%
Missing	304
Missing (%)	86.4%
Infinite	0
Infinite (%)	0.0%
Mean	4.7291667

Minimum	0
Maximum	32
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	10.65
Maximum	32
Range	32
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.1766233
Coefficient of variation (CV)	1.0946164
Kurtosis	15.935135
Mean	4.7291667
Median Absolute Deviation (MAD)	2
Skewness	3.4191157
Sum	227
Variance	26.797429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
2	11	3.1%
3	9	2.6%
1	7	2.0%
5	6	1.7%
10	4	1.1%
4	3	0.9%
9	2	0.6%
8	1	0.3%
14	1	0.3%
11	1	0.3%
Other values (3)	3	0.9%
(Missing)	304	86.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.3%
1	7	2.0%
2	11	3.1%
3	9	2.6%
4	3	0.9%
5	6	1.7%
6	1	0.3%
8	1	0.3%
9	2	0.6%
10	4	1.1%

Value	Count	Frequency (%)
32	1	0.3%
14	1	0.3%
11	1	0.3%
10	4	1.1%
9	2	0.6%
8	1	0.3%
6	1	0.3%
5	6	1.7%
4	3	0.9%
3	9	2.6%

지하층수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	330
1	8
0	7
2	5
3	1

Length

Max length	4
Median length	4
Mean length	3.8125
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	330	93.8%
1	8	2.3%
0	7	2.0%
2	5	1.4%
3	1	0.3%
5	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	330	93.8%
1	8	2.3%
0	7	2.0%
2	5	1.4%
3	1	0.3%
5	1	0.3%

객실수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

건축연면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

영문상호명
Text

MISSING

Distinct	36
Distinct (%)	100.0%
Missing	316
Missing (%)	89.8%
Memory size	2.9 KiB

Length

Max length	37
Median length	27
Mean length	21.277778
Min length	6

Characters and Unicode

Total characters	766
Distinct characters	46
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	36 ?
Unique (%)	100.0%

Sample

1st row	Hanaart Travel Agency
2nd row	Pacific Concierge, Inc.
3rd row	VIP Tour
4th row	WON C&T Co., Ltd
5th row	Leo Tour Co.Ltd

Value	Count	Frequency (%)
ltd	12	9.3%
travel	11	8.5%
tour	11	8.5%
co	11	8.5%
service	5	3.9%
co.,ltd	4	3.1%
inc	3	2.3%
busan	3	2.3%
co.ltd	3	2.3%
saebusan	2	1.6%
Other values (58)	64	49.6%

Most occurring characters

Value	Count	Frequency (%)
	94	12.3%
T	43	5.6%
A	35	4.6%
R	34	4.4%
L	34	4.4%
.	33	4.3%
C	33	4.3%
O	32	4.2%
E	32	4.2%
o	30	3.9%
Other values (36)	366	47.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	422	55.1%
Lowercase Letter	198	25.8%
Space Separator	94	12.3%
Other Punctuation	52	6.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	43	10.2%
A	35	8.3%
R	34	8.1%
L	34	8.1%
C	33	7.8%
O	32	7.6%
E	32	7.6%
N	25	5.9%
S	25	5.9%
U	23	5.5%
Other values (12)	106	25.1%

Lowercase Letter

Value	Count	Frequency (%)
o	30	15.2%
r	23	11.6%
t	22	11.1%
e	17	8.6%
a	16	8.1%
n	15	7.6%
d	14	7.1%
u	11	5.6%
c	10	5.1%
i	8	4.0%
Other values (10)	32	16.2%

Other Punctuation

Value	Count	Frequency (%)
.	33	63.5%
,	14	26.9%
&	5	9.6%

Space Separator

Value	Count	Frequency (%)
	94	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	620	80.9%
Common	146	19.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	43	6.9%
A	35	5.6%
R	34	5.5%
L	34	5.5%
C	33	5.3%
O	32	5.2%
E	32	5.2%
o	30	4.8%
N	25	4.0%
S	25	4.0%
Other values (32)	297	47.9%

Common

Value	Count	Frequency (%)
	94	64.4%
.	33	22.6%
,	14	9.6%
&	5	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	94	12.3%
T	43	5.6%
A	35	4.6%
R	34	4.4%
L	34	4.4%
.	33	4.3%
C	33	4.3%
O	32	4.2%
E	32	4.2%
o	30	3.9%
Other values (36)	366	47.8%

영문상호주소
Categorical

IMBALANCE

Distinct	14
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	316
General travel business	14
GENERAL TRAVEL BUSINESS	7
General Travel Business	4
General Travel Industry	2
Other values (9)	9

Length

Max length	27
Median length	4
Mean length	5.9204545
Min length	4

Unique

Unique	9 ?
Unique (%)	2.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	316	89.8%
General travel business	14	4.0%
GENERAL TRAVEL BUSINESS	7	2.0%
General Travel Business	4	1.1%
General Travel Industry	2	0.6%
General Travel business	1	0.3%
The general travel industry	1	0.3%
General travel agency	1	0.3%
General travel industry	1	0.3%
General Traval Agency	1	0.3%
Other values (4)	4	1.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	316	74.2%
general	35	8.2%
travel	35	8.2%
business	26	6.1%
industry	4	0.9%
agency	4	0.9%
the	2	0.5%
traval	1	0.2%
agents	1	0.2%
tour	1	0.2%

선박총톤수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

선박척수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

무대면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

좌석수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

회의실별동시수용인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

시설면적
Real number (ℝ)

MISSING

Distinct	79
Distinct (%)	91.9%
Missing	266
Missing (%)	75.6%
Infinite	0
Infinite (%)	0.0%
Mean	132.50116

Minimum	0
Maximum	1988.63
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	16.0075
Q1	34.395
median	60.485
Q3	122.3425
95-th percentile	319.255
Maximum	1988.63
Range	1988.63
Interquartile range (IQR)	87.9475

Descriptive statistics

Standard deviation	301.76709
Coefficient of variation (CV)	2.2774675
Kurtosis	33.106702
Mean	132.50116
Median Absolute Deviation (MAD)	29.5
Skewness	5.6353727
Sum	11395.1
Variance	91063.378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.0	4	1.1%
42.05	2	0.6%
1988.63	2	0.6%
66.0	2	0.6%
35.58	2	0.6%
108.16	1	0.3%
26.65	1	0.3%
105.2	1	0.3%
40.13	1	0.3%
219.4	1	0.3%
Other values (69)	69	19.6%
(Missing)	266	75.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	0.3%
7.6	1	0.3%
9.0	1	0.3%
9.9	1	0.3%
15.84	1	0.3%
16.51	1	0.3%
18.0	1	0.3%
20.0	1	0.3%
20.05	1	0.3%
23.23	1	0.3%

Value	Count	Frequency (%)
1988.63	2	0.6%
569.0	1	0.3%
394.21	1	0.3%
332.34	1	0.3%
280.0	1	0.3%
219.4	1	0.3%
217.0	1	0.3%
211.7	1	0.3%
207.0	1	0.3%
190.0	1	0.3%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

놀이시설수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

기획여행보험시작일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	347
20170804	1
20200528	1
20201224	1
20200401	1

Length

Max length	8
Median length	4
Mean length	4.0568182
Min length	4

Unique

Unique	5 ?
Unique (%)	1.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	347	98.6%
20170804	1	0.3%
20200528	1	0.3%
20201224	1	0.3%
20200401	1	0.3%
20190106	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	347	98.6%
20170804	1	0.3%
20200528	1	0.3%
20201224	1	0.3%
20200401	1	0.3%
20190106	1	0.3%

기획여행보험종료일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	347
20180803	1
20210527	1
20211224	1
20210331	1

Length

Max length	8
Median length	4
Mean length	4.0568182
Min length	4

Unique

Unique	5 ?
Unique (%)	1.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	347	98.6%
20180803	1	0.3%
20210527	1	0.3%
20211224	1	0.3%
20210331	1	0.3%
20200105	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	347	98.6%
20180803	1	0.3%
20210527	1	0.3%
20211224	1	0.3%
20210331	1	0.3%
20200105	1	0.3%

자본금
Real number (ℝ)

MISSING

Distinct	84
Distinct (%)	31.0%
Missing	81
Missing (%)	23.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.8663564 × 10⁸

Minimum	6
Maximum	2 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	6
5-th percentile	1 × 10⁸
Q1	1 × 10⁸
median	1.6818754 × 10⁸
Q3	2.0014923 × 10⁸
95-th percentile	4.4588 × 10⁸
Maximum	2 × 10¹¹
Range	2 × 10¹¹
Interquartile range (IQR)	1.0014923 × 10⁸

Descriptive statistics

Standard deviation	1.2147118 × 10¹⁰
Coefficient of variation (CV)	12.311656
Kurtosis	269.81622
Mean	9.8663564 × 10⁸
Median Absolute Deviation (MAD)	68187538
Skewness	16.409205
Sum	2.6737826 × 10¹¹
Variance	1.4755248 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000000	88	25.0%
200000000	64	18.2%
350000000	20	5.7%
150000000	7	2.0%
300000000	7	2.0%
210000000	3	0.9%
500000000	2	0.6%
110000000	2	0.6%
50000000	2	0.6%
2000000000	2	0.6%
Other values (74)	74	21.0%
(Missing)	81	23.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.3%
50000000	2	0.6%
100000000	88	25.0%
100002853	1	0.3%
100024343	1	0.3%
100076500	1	0.3%
100092629	1	0.3%
100129327	1	0.3%
100334085	1	0.3%
100550000	1	0.3%

Value	Count	Frequency (%)
200000000000	1	0.3%
6502015000	1	0.3%
5633811311	1	0.3%
3000000000	1	0.3%
2000000000	2	0.6%
800000000	1	0.3%
759992453	1	0.3%
600000000	1	0.3%
550000000	1	0.3%
515394960	1	0.3%

보험시작일자
Real number (ℝ)

MISSING

Distinct	271
Distinct (%)	85.8%
Missing	36
Missing (%)	10.2%
Infinite	0
Infinite (%)	0.0%
Mean	20186127

Minimum	20090407
Maximum	20210108
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	20090407
5-th percentile	20140382
Q1	20180718
median	20191129
Q3	20200648
95-th percentile	20201118
Maximum	20210108
Range	119701
Interquartile range (IQR)	19929.5

Descriptive statistics

Standard deviation	21321.089
Coefficient of variation (CV)	0.0010562249
Kurtosis	3.100886
Mean	20186127
Median Absolute Deviation (MAD)	9587
Skewness	-1.8257626
Sum	6.3788161 × 10⁹
Variance	4.5458884 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200201	4	1.1%
20200101	3	0.9%
20201201	3	0.9%
20200709	3	0.9%
20191101	3	0.9%
20200813	2	0.6%
20180320	2	0.6%
20200801	2	0.6%
20200805	2	0.6%
20200306	2	0.6%
Other values (261)	290	82.4%
(Missing)	36	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20090407	1	0.3%
20101022	1	0.3%
20110507	1	0.3%
20111106	1	0.3%
20120720	1	0.3%
20120906	1	0.3%
20121219	1	0.3%
20130201	1	0.3%
20130401	1	0.3%
20130611	1	0.3%

Value	Count	Frequency (%)
20210108	1	0.3%
20201229	1	0.3%
20201226	1	0.3%
20201224	1	0.3%
20201215	1	0.3%
20201211	1	0.3%
20201205	1	0.3%
20201203	2	0.6%
20201201	3	0.9%
20201127	1	0.3%

보험종료일자
Real number (ℝ)

MISSING

Distinct	274
Distinct (%)	86.7%
Missing	36
Missing (%)	10.2%
Infinite	0
Infinite (%)	0.0%
Mean	20202402

Minimum	20100407
Maximum	21210824
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	20100407
5-th percentile	20150382
Q1	20190717
median	20201130
Q3	20210702
95-th percentile	20211125
Maximum	21210824
Range	1110417
Interquartile range (IQR)	19985

Descriptive statistics

Standard deviation	83357.429
Coefficient of variation (CV)	0.0041261146
Kurtosis	135.58255
Mean	20202402
Median Absolute Deviation (MAD)	9595.5
Skewness	11.265183
Sum	6.3839592 × 10⁹
Variance	6.9484609 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210131	4	1.1%
20201231	3	0.9%
20210708	3	0.9%
20201031	3	0.9%
20211130	3	0.9%
20210609	2	0.6%
20210215	2	0.6%
20171229	2	0.6%
20210702	2	0.6%
20210731	2	0.6%
Other values (264)	290	82.4%
(Missing)	36	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20100407	1	0.3%
20111121	1	0.3%
20120507	1	0.3%
20121105	1	0.3%
20130720	1	0.3%
20130905	1	0.3%
20131219	1	0.3%
20140131	1	0.3%
20140331	1	0.3%
20140610	1	0.3%

Value	Count	Frequency (%)
21210824	1	0.3%
21210705	1	0.3%
20221103	1	0.3%
20220107	1	0.3%
20211228	1	0.3%
20211225	1	0.3%
20211224	1	0.3%
20211214	1	0.3%
20211211	1	0.3%
20211205	1	0.3%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

시설규모
Real number (ℝ)

MISSING

Distinct	65
Distinct (%)	75.6%
Missing	266
Missing (%)	75.6%
Infinite	0
Infinite (%)	0.0%
Mean	132.48837

Minimum	0
Maximum	1989
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	16.25
Q1	34.5
median	60.5
Q3	122.25
95-th percentile	319
Maximum	1989
Range	1989
Interquartile range (IQR)	87.75

Descriptive statistics

Standard deviation	301.81154
Coefficient of variation (CV)	2.2780229
Kurtosis	33.115133
Mean	132.48837
Median Absolute Deviation (MAD)	29.5
Skewness	5.6363421
Sum	11394
Variance	91090.206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33	5	1.4%
69	3	0.9%
90	3	0.9%
42	3	0.9%
49	2	0.6%
1989	2	0.6%
30	2	0.6%
66	2	0.6%
182	2	0.6%
40	2	0.6%
Other values (55)	60	17.0%
(Missing)	266	75.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.3%
8	1	0.3%
9	1	0.3%
10	1	0.3%
16	1	0.3%
17	1	0.3%
18	1	0.3%
20	2	0.6%
23	1	0.3%
25	1	0.3%

Value	Count	Frequency (%)
1989	2	0.6%
569	1	0.3%
394	1	0.3%
332	1	0.3%
280	1	0.3%
219	1	0.3%
217	1	0.3%
212	1	0.3%
207	1	0.3%
190	1	0.3%

Unnamed: 63
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 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	일반여행업	03_12_03_P	3250000	CDFI2260042014000003	20141030	20160609	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	903-3939	<NA>	600092	부산광역시 중구 대청동2가 32-1번지	부산광역시 중구 광복중앙로 32-1, 3층 (대청동2가)	48949	진투어	20160609143658	I	2018-08-31 23:59:59.0	<NA>	385127.739732	180011.239958	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	200000000	20141105	20151104	<NA>	<NA>	<NA>
1	2	일반여행업	03_12_03_P	3250000	CDFI2260042017000006	20170120	20191230	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	051-977-6868	<NA>	<NA>	부산광역시 중구 중앙동4가 53-34번지	부산광역시 중구 해관로 72-1, 화성빌딩 305호 (중앙동4가)	48929	(주)팝콘투어네트웍스	20191230141717	U	2020-01-01 02:40:00.0	<NA>	385531.701312	180366.998979	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	100000000	20180201	20190131	<NA>	<NA>	<NA>
2	3	일반여행업	03_12_03_P	3300000	CDFI2260042004000001	20041021	20160516	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	051-555-0013	<NA>	607011	부산광역시 동래구 명륜동 553-5번지 311호	부산광역시 동래구 명륜로129번길 20, 311호 (명륜동)	<NA>	(주)우리투어	20160516105516	I	2018-08-31 23:59:59.0	<NA>	389460.804046	191567.517047	일반여행업	<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>	<NA>	20140217	20150217	<NA>	<NA>	<NA>
3	4	일반여행업	03_12_03_P	3290000	CDFI2260042018000003	20180508	20191206	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	051-868-9916	<NA>	<NA>	부산광역시 부산진구 양정동 236-3번지 제나두	부산광역시 부산진구 진연로 9, 301호 (양정동, 제나두)	47209	(주)세진월드	20200226091151	U	2020-02-28 02:40:00.0	<NA>	388867.671912	188566.277335	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	477000000	20180514	20190513	<NA>	<NA>	<NA>
4	5	일반여행업	03_12_03_P	3270000	CDFI2260042018000010	20181113	<NA>	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 동구 초량동 1169-3 강남빌딩 613호	부산광역시 동구 중앙대로 270, 강남빌딩 613호 (초량동)	48731	하나가오 여행사	20200811135837	U	2020-08-13 02:40:00.0	<NA>	386177.958994	182089.626705	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	6	일반여행업	03_12_03_P	3270000	CDFI2260042008000001	20080724	20120709	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	462-2215	<NA>	601837	부산광역시 동구 초량동 1169-11번지 아키빌딩 301호	부산광역시 동구 중앙대로 264, 301호 (초량동,아키빌딩)	<NA>	(주)우주여행사	20130117162510	I	2018-08-31 23:59:59.0	<NA>	386151.607173	182025.58159	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	7	일반여행업	03_12_03_P	3340000	CDFI2260042017000001	20170412	20200522	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	0519770008	<NA>	<NA>	부산광역시 사하구 하단동 526-6번지	부산광역시 사하구 낙동남로 1413, 13층 (하단동, 아트몰링)	49311	하나아트여행사	20200522151733	U	2020-05-24 02:40:00.0	<NA>	379212.079722	180390.068955	일반여행업	<NA>	일반상업지역	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	Hanaart Travel Agency	General Travel business	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	41.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	100000000	20190303	20200302	<NA>	41	<NA>
7	8	일반여행업	03_12_03_P	3380000	CDFI2260042007000001	20070410	20100305	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	051)755-4545	<NA>	613805	부산광역시 수영구 광안동 193-4번지 대우아이빌 2004호	부산광역시 수영구 광안로62번길 39, 2004호 (광안동,대우아이빌)	<NA>	(주)에스알컴퍼니	20101111154241	I	2018-08-31 23:59:59.0	<NA>	392903.67615	185823.335339	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	350000000	<NA>	<NA>	<NA>	<NA>	<NA>
8	9	일반여행업	03_12_03_P	3380000	CDFI2260042013000001	20130430	20160129	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	051-751-2733	<NA>	613832	부산광역시 수영구 수영동 519번지 3층	부산광역시 수영구 수영로 757, 3층 (수영동)	48222	(주)엠케이메디칼	20160201110627	I	2018-08-31 23:59:59.0	<NA>	393259.40303	187424.494459	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	210000000	20140502	20150501	<NA>	<NA>	<NA>
9	10	일반여행업	03_12_03_P	3250000	CDFI2260042019000003	20190312	<NA>	3	폐업	3	폐업	20200305	<NA>	<NA>	<NA>	070-7599-3464	<NA>	<NA>	부산광역시 중구 중앙동4가 89-2번지	부산광역시 중구 중앙대로 96, 흥우빌딩 5층 (중앙동4가)	48939	블루아시아(주)	20200305104916	U	2020-03-07 02:40:00.0	<NA>	385614.928478	180471.183034	일반여행업	<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>	100000000	20190313	20200313	<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
342	343	일반여행업	03_12_03_P	3330000	CDFI2260042020000001	20200131	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	070-7204-9101	<NA>	<NA>	부산광역시 해운대구 재송동 1216번지 벽산이센텀클래스원 1408호	부산광역시 해운대구 센텀동로 99, 벽산이센텀클래스원 1408호 (재송동)	48059	현대페이(주)	20200217143058	U	2020-02-19 02:40:00.0	<NA>	393607.260374	188408.076688	일반여행업	<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>	20200210	20210209	<NA>	<NA>	<NA>
343	344	일반여행업	03_12_03_P	3330000	CDFI2260042020000003	20200306	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 우동 1436-2번지 아라트리움 3303호	부산광역시 해운대구 마린시티1로 127, 아라트리움 3303호 (우동)	48118	펀펀투어	20200306101554	I	2020-03-08 00:23:22.0	<NA>	395542.530891	186068.484392	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
344	345	일반여행업	03_12_03_P	3330000	CDFI2260042018000010	20171017	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-903-5020	<NA>	<NA>	부산광역시 해운대구 재송동 1208-2 센텀스카이비즈	부산광역시 해운대구 센텀중앙로 97, 센텀스카이비즈 3006호 (재송동)	48058	(주)미스터멘션	20201022155740	U	2020-10-24 02:40:00.0	<NA>	393503.395721	188279.474832	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	66.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	172516019	20201023	20211022	<NA>	66	<NA>
345	346	일반여행업	03_12_03_P	3330000	CDFI2260042018000011	20180803	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 우동 629-6 105호	부산광역시 해운대구 해운대로570번길 46, 지하1층 105호 (우동)	48093	(주)퍼시픽인터내셔널	20200729125657	U	2020-07-31 02:40:00.0	<NA>	397159.99915	186843.668266	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20200803	20210802	<NA>	<NA>	<NA>
346	347	일반여행업	03_12_03_P	3330000	CDFI2260042020000004	20200429	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-782-0193	<NA>	<NA>	부산광역시 해운대구 반여동 1445-3번지	부산광역시 해운대구 선수촌로 74-17 (반여동)	48037	주식회사 코렘투어	20200429112820	I	2020-05-01 00:23:32.0	<NA>	393010.952173	191080.975011	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
347	348	일반여행업	03_12_03_P	3330000	CDFI2260042020000008	20200709	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-463-9100	<NA>	<NA>	부산광역시 해운대구 우동 1458 인텔리움센텀 406호	부산광역시 해운대구 센텀6로 21, 인텔리움센텀 406호 (우동)	48059	(주)보배여행사	20200728143339	U	2020-07-30 02:40:00.0	<NA>	393901.992103	188122.938094	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	한국관광협회중앙회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20200710	20210709	<NA>	<NA>	<NA>
348	349	일반여행업	03_12_03_P	3330000	CDFI2260042020000007	20200709	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-552-7978	<NA>	<NA>	부산광역시 해운대구 재송동 1216 벽산이센텀클래스원 1001호	부산광역시 해운대구 센텀동로 99, 벽산이센텀클래스원 1001호 (재송동)	48059	(주)포유커뮤니케이션즈	20200710142511	I	2020-07-12 00:23:16.0	<NA>	393607.260374	188408.076688	일반여행업	<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>	20200709	20210708	<NA>	<NA>	<NA>
349	350	일반여행업	03_12_03_P	3330000	CDFI2260042018000012	20150716	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	914-5000	<NA>	<NA>	부산광역시 해운대구 우동 1454 벽산이센텀클래스원2차	부산광역시 해운대구 센텀동로 71, 벽산이센텀클래스원2차 607호 (우동)	48059	(주)한세투어	20200813172823	U	2020-08-15 02:40:00.0	<NA>	393790.344709	188235.889521	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	Hansei Tour. Inc	General Travel Business	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	200000000	20190820	20200819	<NA>	<NA>	<NA>
350	351	일반여행업	03_12_03_P	3330000	CDFI2260042020000005	20180523	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-553-1133	<NA>	<NA>	부산광역시 해운대구 재송동 1209 센텀아이에스타워 803호	부산광역시 해운대구 센텀북대로 60, 센텀아이에스타워 803호 (재송동)	48059	(주)신라투어	20200709135151	I	2020-07-10 00:23:16.0	<NA>	393527.757338	188440.756377	일반여행업	<NA>	일반상업지역	6	<NA>	<NA>	한국관광협회중앙회 여행공제회	<NA>	6	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	600000000	20200528	20210528	<NA>	<NA>	<NA>
351	352	일반여행업	03_12_03_P	3330000	CDFI2260042020000006	20100722	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-989-1133	<NA>	<NA>	부산광역시 해운대구 재송동 1209 센텀아이에스타워 803호	부산광역시 해운대구 센텀북대로 60, 센텀아이에스타워 803호 (재송동)	48059	(주)신라투어고속	20200709134729	I	2020-07-10 00:23:16.0	<NA>	393527.757338	188440.756377	일반여행업	<NA>	<NA>	<NA>	<NA>	<NA>	한국관광협회중앙회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	200000000	20190817	20200817	<NA>	<NA>	<NA>

Overview

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ASCII

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Common Values

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Common Values (Plot)

Common Values

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Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

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Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Close Punctuation

Most occurring scripts

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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

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Other 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