gimi9 Pandas Profiling

Dataset statistics

Number of variables	64
Number of observations	1251
Missing cells	25848
Missing cells (%)	32.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	680.6 KiB
Average record size in memory	557.1 B

Variable types

Numeric	19
Categorical	25
Text	6
Unsupported	13
DateTime	1

Dataset

Description	2022-08-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123072

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`문화체육업종명` has constant value ""	Constant
`상세영업상태명` is highly imbalanced (54.7%)	Imbalance
`휴업시작일자` is highly imbalanced (98.2%)	Imbalance
`휴업종료일자` is highly imbalanced (98.2%)	Imbalance
`지역구분명` is highly imbalanced (68.7%)	Imbalance
`주변환경명` is highly imbalanced (73.3%)	Imbalance
`건물용도명` is highly imbalanced (71.7%)	Imbalance
`영문상호주소` is highly imbalanced (93.3%)	Imbalance
`기획여행보험시작일자` is highly imbalanced (99.1%)	Imbalance
`기획여행보험종료일자` is highly imbalanced (99.1%)	Imbalance
`인허가취소일자` has 1205 (96.3%) missing values	Missing
`폐업일자` has 466 (37.3%) missing values	Missing
`재개업일자` has 1251 (100.0%) missing values	Missing
`소재지전화` has 323 (25.8%) missing values	Missing
`소재지면적` has 1251 (100.0%) missing values	Missing
`소재지우편번호` has 592 (47.3%) missing values	Missing
`도로명전체주소` has 56 (4.5%) missing values	Missing
`도로명우편번호` has 399 (31.9%) missing values	Missing
`업태구분명` has 1251 (100.0%) missing values	Missing
`좌표정보(x)` has 38 (3.0%) missing values	Missing
`좌표정보(y)` has 38 (3.0%) missing values	Missing
`총층수` has 826 (66.0%) missing values	Missing
`제작취급품목내용` has 1251 (100.0%) missing values	Missing
`지상층수` has 803 (64.2%) missing values	Missing
`지하층수` has 893 (71.4%) missing values	Missing
`영문상호명` has 1220 (97.5%) missing values	Missing
`선박제원` has 1251 (100.0%) missing values	Missing
`기념품종류` has 1251 (100.0%) missing values	Missing
`시설면적` has 757 (60.5%) missing values	Missing
`놀이기구수내역` has 1251 (100.0%) missing values	Missing
`방송시설유무` has 1251 (100.0%) missing values	Missing
`발전시설유무` has 1251 (100.0%) missing values	Missing
`의무실유무` has 1251 (100.0%) missing values	Missing
`안내소유무` has 1251 (100.0%) missing values	Missing
`자본금` has 373 (29.8%) missing values	Missing
`보험시작일자` has 420 (33.6%) missing values	Missing
`보험종료일자` has 419 (33.5%) missing values	Missing
`부대시설내역` has 1251 (100.0%) missing values	Missing
`시설규모` has 757 (60.5%) missing values	Missing
`Unnamed: 63` has 1251 (100.0%) missing values	Missing
`자본금` is highly skewed (γ1 = 20.25173608)	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
`선박제원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기념품종류` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`놀이기구수내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`방송시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`발전시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`의무실유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`안내소유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`부대시설내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 63` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총층수` has 226 (18.1%) zeros	Zeros
`지상층수` has 225 (18.0%) zeros	Zeros
`지하층수` has 261 (20.9%) zeros	Zeros
`시설면적` has 210 (16.8%) zeros	Zeros
`자본금` has 61 (4.9%) zeros	Zeros
`시설규모` has 210 (16.8%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 06:47:12.522858
Analysis finished	2024-04-16 06:47:13.536685
Duration	1.01 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1251
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	626

Minimum	1
Maximum	1251
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	1
5-th percentile	63.5
Q1	313.5
median	626
Q3	938.5
95-th percentile	1188.5
Maximum	1251
Range	1250
Interquartile range (IQR)	625

Descriptive statistics

Standard deviation	361.2769
Coefficient of variation (CV)	0.57711965
Kurtosis	-1.2
Mean	626
Median Absolute Deviation (MAD)	313
Skewness	0
Sum	783126
Variance	130521
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
833	1	0.1%
840	1	0.1%
839	1	0.1%
838	1	0.1%
837	1	0.1%
836	1	0.1%
835	1	0.1%
834	1	0.1%
832	1	0.1%
Other values (1241)	1241	99.2%

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 (%)
1251	1	0.1%
1250	1	0.1%
1249	1	0.1%
1248	1	0.1%
1247	1	0.1%
1246	1	0.1%
1245	1	0.1%
1244	1	0.1%
1243	1	0.1%
1242	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

국내여행업	1251

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국내여행업	1251	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1251	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

03_12_01_P	1251

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	03_12_01_P
2nd row	03_12_01_P
3rd row	03_12_01_P
4th row	03_12_01_P
5th row	03_12_01_P

Common Values

Value	Count	Frequency (%)
03_12_01_P	1251	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_12_01_p	1251	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3310159.9

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3250000
Q1	3290000
median	3300000
Q3	3340000
95-th percentile	3380000
Maximum	3400000
Range	150000
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	41079.124
Coefficient of variation (CV)	0.012410012
Kurtosis	-0.84290126
Mean	3310159.9
Median Absolute Deviation (MAD)	30000
Skewness	0.37698972
Sum	4.14101 × 10⁹
Variance	1.6874944 × 10⁹
Monotonicity	Increasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	270	21.6%
3250000	145	11.6%
3330000	140	11.2%
3270000	129	10.3%
3300000	101	8.1%
3370000	100	8.0%
3310000	76	6.1%
3350000	60	4.8%
3380000	57	4.6%
3340000	37	3.0%
Other values (6)	136	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	145	11.6%
3260000	13	1.0%
3270000	129	10.3%
3280000	19	1.5%
3290000	270	21.6%
3300000	101	8.1%
3310000	76	6.1%
3320000	35	2.8%
3330000	140	11.2%
3340000	37	3.0%

Value	Count	Frequency (%)
3400000	15	1.2%
3390000	33	2.6%
3380000	57	4.6%
3370000	100	8.0%
3360000	21	1.7%
3350000	60	4.8%
3340000	37	3.0%
3330000	140	11.2%
3320000	35	2.8%
3310000	76	6.1%

관리번호
Text

Distinct	361
Distinct (%)	28.9%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

Length

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

Characters and Unicode

Total characters	25020
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	115 ?
Unique (%)	9.2%

Sample

1st row	CDFI2260012007000013
2nd row	CDFI2260012019000002
3rd row	CDFI2260012019000003
4th row	CDFI2260012019000006
5th row	CDFI2260012016000001

Value	Count	Frequency (%)
cdfi2260012011000001	15	1.2%
cdfi2260012020000001	14	1.1%
cdfi2260012016000001	13	1.0%
cdfi2260012019000001	13	1.0%
cdfi2260012001000001	12	1.0%
cdfi2260012018000002	12	1.0%
cdfi2260012021000003	12	1.0%
cdfi2260012019000002	11	0.9%
cdfi2260012014000001	11	0.9%
cdfi2260012015000001	11	0.9%
Other values (351)	1127	90.1%

Most occurring characters

Value	Count	Frequency (%)
0	10279	41.1%
2	4128	16.5%
1	2568	10.3%
6	1481	5.9%
C	1251	5.0%
D	1251	5.0%
F	1251	5.0%
I	1251	5.0%
9	424	1.7%
4	254	1.0%
Other values (4)	882	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20016	80.0%
Uppercase Letter	5004	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10279	51.4%
2	4128	20.6%
1	2568	12.8%
6	1481	7.4%
9	424	2.1%
4	254	1.3%
5	243	1.2%
3	241	1.2%
7	227	1.1%
8	171	0.9%

Uppercase Letter

Value	Count	Frequency (%)
C	1251	25.0%
D	1251	25.0%
F	1251	25.0%
I	1251	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20016	80.0%
Latin	5004	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10279	51.4%
2	4128	20.6%
1	2568	12.8%
6	1481	7.4%
9	424	2.1%
4	254	1.3%
5	243	1.2%
3	241	1.2%
7	227	1.1%
8	171	0.9%

Latin

Value	Count	Frequency (%)
C	1251	25.0%
D	1251	25.0%
F	1251	25.0%
I	1251	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25020	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10279	41.1%
2	4128	16.5%
1	2568	10.3%
6	1481	5.9%
C	1251	5.0%
D	1251	5.0%
F	1251	5.0%
I	1251	5.0%
9	424	1.7%
4	254	1.0%
Other values (4)	882	3.5%

인허가일자
Real number (ℝ)

Distinct	1104
Distinct (%)	88.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20096742

Minimum	19840924
Maximum	20220608
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	19840924
5-th percentile	19970422
Q1	20050177
median	20101222
Q3	20160126
95-th percentile	20200466
Maximum	20220608
Range	379684
Interquartile range (IQR)	109948.5

Descriptive statistics

Standard deviation	72685.854
Coefficient of variation (CV)	0.0036167979
Kurtosis	-0.49276285
Mean	20096742
Median Absolute Deviation (MAD)	58893
Skewness	-0.44713633
Sum	2.5141024 × 10¹⁰
Variance	5.2832333 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190328	4	0.3%
20051123	4	0.3%
20160713	3	0.2%
20160831	3	0.2%
20120402	3	0.2%
20020302	3	0.2%
20160729	3	0.2%
20180628	3	0.2%
20140721	3	0.2%
20000323	3	0.2%
Other values (1094)	1219	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19840924	1	0.1%
19861025	1	0.1%
19890220	1	0.1%
19900313	1	0.1%
19900802	1	0.1%
19910325	1	0.1%
19910423	1	0.1%
19910918	1	0.1%
19911001	1	0.1%
19911101	1	0.1%

Value	Count	Frequency (%)
20220608	1	0.1%
20220518	1	0.1%
20220414	1	0.1%
20220405	1	0.1%
20220124	1	0.1%
20220112	1	0.1%
20211230	1	0.1%
20211220	1	0.1%
20211117	1	0.1%
20211026	1	0.1%

인허가취소일자
Real number (ℝ)

MISSING

Distinct	40
Distinct (%)	87.0%
Missing	1205
Missing (%)	96.3%
Infinite	0
Infinite (%)	0.0%
Mean	20142395

Minimum	20030822
Maximum	20200226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	20030822
5-th percentile	20061065
Q1	20110712
median	20160576
Q3	20171224
95-th percentile	20190515
Maximum	20200226
Range	169404
Interquartile range (IQR)	60512

Descriptive statistics

Standard deviation	46665.128
Coefficient of variation (CV)	0.0023167616
Kurtosis	-0.44030539
Mean	20142395
Median Absolute Deviation (MAD)	24991
Skewness	-0.83392341
Sum	9.2655018 × 10⁸
Variance	2.1776342 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
20190305	3	0.2%
20170705	2	0.2%
20141007	2	0.2%
20190515	2	0.2%
20170424	2	0.2%
20200224	1	0.1%
20150128	1	0.1%
20140912	1	0.1%
20090724	1	0.1%
20080509	1	0.1%
Other values (30)	30	2.4%
(Missing)	1205	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030822	1	0.1%
20040902	1	0.1%
20061011	1	0.1%
20061228	1	0.1%
20070123	1	0.1%
20070510	1	0.1%
20080509	1	0.1%
20080813	1	0.1%
20090724	1	0.1%
20091007	1	0.1%

Value	Count	Frequency (%)
20200226	1	0.1%
20200224	1	0.1%
20190515	2	0.2%
20190305	3	0.2%
20190213	1	0.1%
20180921	1	0.1%
20180917	1	0.1%
20180530	1	0.1%
20171229	1	0.1%
20171211	1	0.1%

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

3	781
1	399
4	66
2	5

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	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	781	62.4%
1	399	31.9%
4	66	5.3%
2	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	781	62.4%
1	399	31.9%
4	66	5.3%
2	5	0.4%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

폐업	781
영업/정상	399
취소/말소/만료/정지/중지	66
휴업	5

Length

Max length	14
Median length	2
Mean length	3.5899281
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	781	62.4%
영업/정상	399	31.9%
취소/말소/만료/정지/중지	66	5.3%
휴업	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	781	62.4%
영업/정상	399	31.9%
취소/말소/만료/정지/중지	66	5.3%
휴업	5	0.4%

상세영업상태코드
Real number (ℝ)

Distinct	7
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6682654

Minimum	2
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	7.2042948
Coefficient of variation (CV)	0.93949472
Kurtosis	3.2492921
Mean	7.6682654
Median Absolute Deviation (MAD)	0
Skewness	1.7937643
Sum	9593
Variance	51.901864
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	781	62.4%
13	399	31.9%
31	45	3.6%
30	15	1.2%
2	5	0.4%
35	5	0.4%
33	1	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	5	0.4%
3	781	62.4%
13	399	31.9%
30	15	1.2%
31	45	3.6%
33	1	0.1%
35	5	0.4%

Value	Count	Frequency (%)
35	5	0.4%
33	1	0.1%
31	45	3.6%
30	15	1.2%
13	399	31.9%
3	781	62.4%
2	5	0.4%

상세영업상태명
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

폐업	781
영업중	399
등록취소	45
허가취소	15
휴업	5
Other values (2)	6

Length

Max length	4
Median length	2
Mean length	2.4244604
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	781	62.4%
영업중	399	31.9%
등록취소	45	3.6%
허가취소	15	1.2%
휴업	5	0.4%
직권말소	5	0.4%
지정취소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	781	62.4%
영업중	399	31.9%
등록취소	45	3.6%
허가취소	15	1.2%
휴업	5	0.4%
직권말소	5	0.4%
지정취소	1	0.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	657
Distinct (%)	83.7%
Missing	466
Missing (%)	37.3%
Infinite	0
Infinite (%)	0.0%
Mean	20139436

Minimum	19971211
Maximum	20220628
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	19971211
5-th percentile	20013012
Q1	20080813
median	20150730
Q3	20201023
95-th percentile	20220324
Maximum	20220628
Range	249417
Interquartile range (IQR)	120210

Descriptive statistics

Standard deviation	68199.435
Coefficient of variation (CV)	0.0033863628
Kurtosis	-1.0267459
Mean	20139436
Median Absolute Deviation (MAD)	60201
Skewness	-0.45359552
Sum	1.5809457 × 10¹⁰
Variance	4.651163 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000111	9	0.7%
20220215	6	0.5%
20001129	5	0.4%
20211231	5	0.4%
20220224	5	0.4%
20211227	4	0.3%
20220127	4	0.3%
20220203	4	0.3%
20211112	4	0.3%
20190709	3	0.2%
Other values (647)	736	58.8%
(Missing)	466	37.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19971211	1	0.1%
19990403	1	0.1%
19990408	1	0.1%
19990524	1	0.1%
19990622	1	0.1%
19990909	1	0.1%
19991104	1	0.1%
20000111	9	0.7%
20000128	1	0.1%
20000229	1	0.1%

Value	Count	Frequency (%)
20220628	1	0.1%
20220622	2	0.2%
20220620	1	0.1%
20220617	1	0.1%
20220616	2	0.2%
20220615	1	0.1%
20220526	1	0.1%
20220519	1	0.1%
20220518	1	0.1%
20220517	1	0.1%

휴업시작일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1246
20210101	1
20201201	1
20200401	1
20130902	1

Length

Max length	8
Median length	4
Mean length	4.0159872
Min length	4

Unique

Unique	5 ?
Unique (%)	0.4%

Sample

1st row	20210101
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1246	99.6%
20210101	1	0.1%
20201201	1	0.1%
20200401	1	0.1%
20130902	1	0.1%
20130510	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1246	99.6%
20210101	1	0.1%
20201201	1	0.1%
20200401	1	0.1%
20130902	1	0.1%
20130510	1	0.1%

휴업종료일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1246
20211231	1
20221130	1
20210930	1
20140904	1

Length

Max length	8
Median length	4
Mean length	4.0159872
Min length	4

Unique

Unique	5 ?
Unique (%)	0.4%

Sample

1st row	20211231
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1246	99.6%
20211231	1	0.1%
20221130	1	0.1%
20210930	1	0.1%
20140904	1	0.1%
20140509	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1246	99.6%
20211231	1	0.1%
20221130	1	0.1%
20210930	1	0.1%
20140904	1	0.1%
20140509	1	0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

소재지전화
Text

MISSING

Distinct	897
Distinct (%)	96.7%
Missing	323
Missing (%)	25.8%
Memory size	9.9 KiB

Length

Max length	18
Median length	12
Mean length	10.65194
Min length	1

Characters and Unicode

Total characters	9885
Distinct characters	16
Distinct categories	6 ?
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	870 ?
Unique (%)	93.8%

Sample

1st row	051-469-7731
2nd row	051241 0909
3rd row	051-852-2088
4th row	051-464-6464
5th row	051-463-0926

Value	Count	Frequency (%)
051	28	2.9%
	5	0.5%
740-6353	3	0.3%
051-743-1159	2	0.2%
809	2	0.2%
051-207-2211	2	0.2%
051-817-3060	2	0.2%
051-311-2133	2	0.2%
051-756-4117	2	0.2%
818-8001	2	0.2%
Other values (912)	932	94.9%

Most occurring characters

Value	Count	Frequency (%)
0	1562	15.8%
-	1427	14.4%
1	1330	13.5%
5	1301	13.2%
6	722	7.3%
8	714	7.2%
4	663	6.7%
2	624	6.3%
7	601	6.1%
3	485	4.9%
Other values (6)	456	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8375	84.7%
Dash Punctuation	1427	14.4%
Space Separator	54	0.5%
Close Punctuation	16	0.2%
Other Punctuation	9	0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1562	18.7%
1	1330	15.9%
5	1301	15.5%
6	722	8.6%
8	714	8.5%
4	663	7.9%
2	624	7.5%
7	601	7.2%
3	485	5.8%
9	373	4.5%

Other Punctuation

Value	Count	Frequency (%)
.	7	77.8%
,	2	22.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1427	100.0%

Space Separator

Value	Count	Frequency (%)
	54	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	16	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9885	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1562	15.8%
-	1427	14.4%
1	1330	13.5%
5	1301	13.2%
6	722	7.3%
8	714	7.2%
4	663	6.7%
2	624	6.3%
7	601	6.1%
3	485	4.9%
Other values (6)	456	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9885	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1562	15.8%
-	1427	14.4%
1	1330	13.5%
5	1301	13.2%
6	722	7.3%
8	714	7.2%
4	663	6.7%
2	624	6.3%
7	601	6.1%
3	485	4.9%
Other values (6)	456	4.6%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	304
Distinct (%)	46.1%
Missing	592
Missing (%)	47.3%
Infinite	0
Infinite (%)	0.0%
Mean	609811.66

Minimum	600011
Maximum	701814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	600011
5-th percentile	600100
Q1	603424
median	611802
Q3	614826
95-th percentile	616852
Maximum	701814
Range	101803
Interquartile range (IQR)	11402

Descriptive statistics

Standard deviation	7796.2622
Coefficient of variation (CV)	0.012784705
Kurtosis	49.630487
Mean	609811.66
Median Absolute Deviation (MAD)	3058
Skewness	4.6700185
Sum	4.0186588 × 10⁸
Variance	60781705
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600815	17	1.4%
614854	16	1.3%
614844	11	0.9%
614849	11	0.9%
612824	10	0.8%
601839	10	0.8%
607827	10	0.8%
601715	9	0.7%
614828	9	0.7%
607829	8	0.6%
Other values (294)	548	43.8%
(Missing)	592	47.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	0.1%
600012	2	0.2%
600013	4	0.3%
600014	5	0.4%
600015	2	0.2%
600016	3	0.2%
600022	3	0.2%
600023	1	0.1%
600031	1	0.1%
600032	1	0.1%

Value	Count	Frequency (%)
701814	1	0.1%
682818	1	0.1%
680828	1	0.1%
619952	1	0.1%
619906	1	0.1%
619905	1	0.1%
619903	1	0.1%
618814	1	0.1%
618708	1	0.1%
618200	1	0.1%

소재지전체주소
Text

Distinct	1171
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

Length

Max length	46
Median length	40
Mean length	25.819345
Min length	12

Characters and Unicode

Total characters	32300
Distinct characters	391
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	1114 ?
Unique (%)	89.0%

Sample

1st row	부산광역시 중구 중앙동4가 53-30
2nd row	부산광역시 중구 남포동4가 44-3번지
3rd row	부산광역시 중구 대창동1가 51
4th row	부산광역시 중구 중앙동4가 15-3번지
5th row	부산광역시 중구 대창동1가 51

Value	Count	Frequency (%)
부산광역시	1248	20.0%
부산진구	270	4.3%
중구	145	2.3%
해운대구	140	2.2%
동구	130	2.1%
동래구	102	1.6%
연제구	100	1.6%
부전동	94	1.5%
초량동	89	1.4%
남구	75	1.2%
Other values (1802)	3832	61.6%

Most occurring characters

Value	Count	Frequency (%)
	4974	15.4%
부	1690	5.2%
산	1644	5.1%
1	1605	5.0%
동	1593	4.9%
시	1291	4.0%
광	1284	4.0%
구	1264	3.9%
역	1256	3.9%
-	1102	3.4%
Other values (381)	14597	45.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18954	58.7%
Decimal Number	6923	21.4%
Space Separator	4974	15.4%
Dash Punctuation	1102	3.4%
Uppercase Letter	163	0.5%
Lowercase Letter	140	0.4%
Close Punctuation	16	< 0.1%
Open Punctuation	16	< 0.1%
Other Punctuation	12	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	1690	8.9%
산	1644	8.7%
동	1593	8.4%
시	1291	6.8%
광	1284	6.8%
구	1264	6.7%
역	1256	6.6%
지	708	3.7%
번	665	3.5%
호	371	2.0%
Other values (325)	7188	37.9%

Uppercase Letter

Value	Count	Frequency (%)
S	33	20.2%
T	19	11.7%
K	14	8.6%
C	13	8.0%
A	11	6.7%
B	11	6.7%
E	9	5.5%
I	8	4.9%
O	6	3.7%
V	6	3.7%
Other values (12)	33	20.2%

Lowercase Letter

Value	Count	Frequency (%)
e	30	21.4%
o	19	13.6%
l	11	7.9%
p	10	7.1%
i	10	7.1%
n	9	6.4%
w	9	6.4%
x	9	6.4%
m	9	6.4%
d	9	6.4%
Other values (7)	15	10.7%

Decimal Number

Value	Count	Frequency (%)
1	1605	23.2%
2	960	13.9%
3	767	11.1%
4	695	10.0%
0	645	9.3%
5	505	7.3%
7	480	6.9%
8	474	6.8%
6	455	6.6%
9	337	4.9%

Other Punctuation

Value	Count	Frequency (%)
/	7	58.3%
,	4	33.3%
@	1	8.3%

Space Separator

Value	Count	Frequency (%)
	4974	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1102	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	16	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18954	58.7%
Common	13043	40.4%
Latin	303	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1690	8.9%
산	1644	8.7%
동	1593	8.4%
시	1291	6.8%
광	1284	6.8%
구	1264	6.7%
역	1256	6.6%
지	708	3.7%
번	665	3.5%
호	371	2.0%
Other values (325)	7188	37.9%

Latin

Value	Count	Frequency (%)
S	33	10.9%
e	30	9.9%
o	19	6.3%
T	19	6.3%
K	14	4.6%
C	13	4.3%
A	11	3.6%
B	11	3.6%
l	11	3.6%
p	10	3.3%
Other values (29)	132	43.6%

Common

Value	Count	Frequency (%)
	4974	38.1%
1	1605	12.3%
-	1102	8.4%
2	960	7.4%
3	767	5.9%
4	695	5.3%
0	645	4.9%
5	505	3.9%
7	480	3.7%
8	474	3.6%
Other values (7)	836	6.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18954	58.7%
ASCII	13346	41.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4974	37.3%
1	1605	12.0%
-	1102	8.3%
2	960	7.2%
3	767	5.7%
4	695	5.2%
0	645	4.8%
5	505	3.8%
7	480	3.6%
8	474	3.6%
Other values (46)	1139	8.5%

Hangul

Value	Count	Frequency (%)
부	1690	8.9%
산	1644	8.7%
동	1593	8.4%
시	1291	6.8%
광	1284	6.8%
구	1264	6.7%
역	1256	6.6%
지	708	3.7%
번	665	3.5%
호	371	2.0%
Other values (325)	7188	37.9%

도로명전체주소
Text

MISSING

Distinct	1154
Distinct (%)	96.6%
Missing	56
Missing (%)	4.5%
Memory size	9.9 KiB

Length

Max length	56
Median length	47
Mean length	33.624268
Min length	21

Characters and Unicode

Total characters	40181
Distinct characters	428
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	1119 ?
Unique (%)	93.6%

Sample

1st row	부산광역시 중구 중앙대로81번길 2 (중앙동4가)
2nd row	부산광역시 중구 자갈치해안로 60 (남포동4가)
3rd row	부산광역시 중구 해관로 89, 중앙빌딩 707호 (대창동1가)
4th row	부산광역시 중구 충장대로 24, 부산항연안여객터미널 1층 (중앙동4가)
5th row	부산광역시 중구 해관로 89, 610호 (대창동1가, 중앙빌딩)

Value	Count	Frequency (%)
부산광역시	1193	15.8%
부산진구	253	3.3%
중앙대로	173	2.3%
중구	143	1.9%
해운대구	138	1.8%
2층	131	1.7%
동구	115	1.5%
연제구	100	1.3%
동래구	99	1.3%
남구	72	1.0%
Other values (1865)	5147	68.0%

Most occurring characters

Value	Count	Frequency (%)
	6641	16.5%
동	1660	4.1%
부	1645	4.1%
산	1586	3.9%
1	1419	3.5%
시	1287	3.2%
광	1254	3.1%
,	1253	3.1%
구	1225	3.0%
역	1200	3.0%
Other values (418)	21011	52.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	23095	57.5%
Space Separator	6641	16.5%
Decimal Number	6318	15.7%
Other Punctuation	1259	3.1%
Open Punctuation	1192	3.0%
Close Punctuation	1192	3.0%
Dash Punctuation	173	0.4%
Uppercase Letter	169	0.4%
Lowercase Letter	141	0.4%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1660	7.2%
부	1645	7.1%
산	1586	6.9%
시	1287	5.6%
광	1254	5.4%
구	1225	5.3%
역	1200	5.2%
로	1198	5.2%
대	803	3.5%
호	562	2.4%
Other values (362)	10675	46.2%

Uppercase Letter

Value	Count	Frequency (%)
S	33	19.5%
T	17	10.1%
C	15	8.9%
K	15	8.9%
A	13	7.7%
B	13	7.7%
E	10	5.9%
I	8	4.7%
V	6	3.6%
H	6	3.6%
Other values (12)	33	19.5%

Lowercase Letter

Value	Count	Frequency (%)
e	31	22.0%
o	19	13.5%
l	11	7.8%
i	10	7.1%
p	10	7.1%
n	9	6.4%
a	9	6.4%
x	9	6.4%
m	9	6.4%
w	9	6.4%
Other values (7)	15	10.6%

Decimal Number

Value	Count	Frequency (%)
1	1419	22.5%
2	983	15.6%
3	789	12.5%
0	702	11.1%
4	520	8.2%
5	470	7.4%
6	416	6.6%
7	360	5.7%
8	334	5.3%
9	325	5.1%

Other Punctuation

Value	Count	Frequency (%)
,	1253	99.5%
/	6	0.5%

Space Separator

Value	Count	Frequency (%)
	6641	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1192	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1192	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	173	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	23095	57.5%
Common	16776	41.8%
Latin	310	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1660	7.2%
부	1645	7.1%
산	1586	6.9%
시	1287	5.6%
광	1254	5.4%
구	1225	5.3%
역	1200	5.2%
로	1198	5.2%
대	803	3.5%
호	562	2.4%
Other values (362)	10675	46.2%

Latin

Value	Count	Frequency (%)
S	33	10.6%
e	31	10.0%
o	19	6.1%
T	17	5.5%
C	15	4.8%
K	15	4.8%
A	13	4.2%
B	13	4.2%
l	11	3.5%
i	10	3.2%
Other values (29)	133	42.9%

Common

Value	Count	Frequency (%)
	6641	39.6%
1	1419	8.5%
,	1253	7.5%
(	1192	7.1%
)	1192	7.1%
2	983	5.9%
3	789	4.7%
0	702	4.2%
4	520	3.1%
5	470	2.8%
Other values (7)	1615	9.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	23095	57.5%
ASCII	17086	42.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6641	38.9%
1	1419	8.3%
,	1253	7.3%
(	1192	7.0%
)	1192	7.0%
2	983	5.8%
3	789	4.6%
0	702	4.1%
4	520	3.0%
5	470	2.8%
Other values (46)	1925	11.3%

Hangul

Value	Count	Frequency (%)
동	1660	7.2%
부	1645	7.1%
산	1586	6.9%
시	1287	5.6%
광	1254	5.4%
구	1225	5.3%
역	1200	5.2%
로	1198	5.2%
대	803	3.5%
호	562	2.4%
Other values (362)	10675	46.2%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	478
Distinct (%)	56.1%
Missing	399
Missing (%)	31.9%
Infinite	0
Infinite (%)	0.0%
Mean	102104.88

Minimum	46015
Maximum	618142
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	46015
5-th percentile	46295.3
Q1	47257
median	48084
Q3	48821
95-th percentile	612050.45
Maximum	618142
Range	572127
Interquartile range (IQR)	1564

Descriptive statistics

Standard deviation	166268.39
Coefficient of variation (CV)	1.6284078
Kurtosis	5.5390299
Mean	102104.88
Median Absolute Deviation (MAD)	826
Skewness	2.7431413
Sum	86993360
Variance	2.7645177 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47216	16	1.3%
47246	10	0.8%
48924	10	0.8%
48059	10	0.8%
47257	9	0.7%
49037	9	0.7%
48092	9	0.7%
47541	8	0.6%
48508	8	0.6%
48095	8	0.6%
Other values (468)	755	60.4%
(Missing)	399	31.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46015	3	0.2%
46024	2	0.2%
46040	1	0.1%
46056	1	0.1%
46060	1	0.1%
46063	1	0.1%
46070	1	0.1%
46072	1	0.1%
46073	1	0.1%
46080	1	0.1%

Value	Count	Frequency (%)
618142	1	0.1%
617825	1	0.1%
617816	1	0.1%
617814	1	0.1%
617809	2	0.2%
617807	1	0.1%
617802	1	0.1%
617723	1	0.1%
616852	1	0.1%
616829	1	0.1%

사업장명
Text

Distinct	1207
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

Length

Max length	27
Median length	24
Mean length	8.1159073
Min length	2

Characters and Unicode

Total characters	10153
Distinct characters	490
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	1167 ?
Unique (%)	93.3%

Sample

1st row	(주)팔성국제관광
2nd row	부산남항유람선 자갈치크루즈
3rd row	(주)태진투어
4th row	(주)마린크루즈
5th row	(주)모바일트래블

Value	Count	Frequency (%)
주식회사	90	6.0%
여행사	30	2.0%
투어	16	1.1%
주	15	1.0%
여행	6	0.4%
tour	6	0.4%
협동조합	5	0.3%
부산투어	5	0.3%
테마위크여행사	3	0.2%
주)환태평양고속관광	3	0.2%
Other values (1262)	1319	88.1%

Most occurring characters

Value	Count	Frequency (%)
주	865	8.5%
)	769	7.6%
(	769	7.6%
여	507	5.0%
행	505	5.0%
사	502	4.9%
어	412	4.1%
투	405	4.0%
	247	2.4%
광	178	1.8%
Other values (480)	4994	49.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8170	80.5%
Close Punctuation	769	7.6%
Open Punctuation	769	7.6%
Space Separator	247	2.4%
Uppercase Letter	119	1.2%
Lowercase Letter	38	0.4%
Other Punctuation	18	0.2%
Decimal Number	15	0.1%
Dash Punctuation	5	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	865	10.6%
여	507	6.2%
행	505	6.2%
사	502	6.1%
어	412	5.0%
투	405	5.0%
광	178	2.2%
관	174	2.1%
스	172	2.1%
이	170	2.1%
Other values (425)	4280	52.4%

Uppercase Letter

Value	Count	Frequency (%)
T	24	20.2%
O	13	10.9%
B	7	5.9%
U	6	5.0%
L	6	5.0%
I	6	5.0%
R	6	5.0%
W	6	5.0%
H	6	5.0%
E	5	4.2%
Other values (12)	34	28.6%

Lowercase Letter

Value	Count	Frequency (%)
r	7	18.4%
o	5	13.2%
u	4	10.5%
t	3	7.9%
e	3	7.9%
a	2	5.3%
i	2	5.3%
s	2	5.3%
y	1	2.6%
d	1	2.6%
Other values (8)	8	21.1%

Other Punctuation

Value	Count	Frequency (%)
.	10	55.6%
&	5	27.8%
,	2	11.1%
:	1	5.6%

Decimal Number

Value	Count	Frequency (%)
1	7	46.7%
2	5	33.3%
8	2	13.3%
0	1	6.7%

Math Symbol

Value	Count	Frequency (%)
→	1	50.0%
>	1	50.0%

Close Punctuation

Value	Count	Frequency (%)
)	769	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	769	100.0%

Space Separator

Value	Count	Frequency (%)
	247	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8171	80.5%
Common	1825	18.0%
Latin	157	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	865	10.6%
여	507	6.2%
행	505	6.2%
사	502	6.1%
어	412	5.0%
투	405	5.0%
광	178	2.2%
관	174	2.1%
스	172	2.1%
이	170	2.1%
Other values (426)	4281	52.4%

Latin

Value	Count	Frequency (%)
T	24	15.3%
O	13	8.3%
r	7	4.5%
B	7	4.5%
U	6	3.8%
L	6	3.8%
I	6	3.8%
R	6	3.8%
W	6	3.8%
H	6	3.8%
Other values (30)	70	44.6%

Common

Value	Count	Frequency (%)
)	769	42.1%
(	769	42.1%
	247	13.5%
.	10	0.5%
1	7	0.4%
-	5	0.3%
&	5	0.3%
2	5	0.3%
8	2	0.1%
,	2	0.1%
Other values (4)	4	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8166	80.4%
ASCII	1981	19.5%
Compat Jamo	4	< 0.1%
Arrows	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	865	10.6%
여	507	6.2%
행	505	6.2%
사	502	6.1%
어	412	5.0%
투	405	5.0%
광	178	2.2%
관	174	2.1%
스	172	2.1%
이	170	2.1%
Other values (422)	4276	52.4%

ASCII

Value	Count	Frequency (%)
)	769	38.8%
(	769	38.8%
	247	12.5%
T	24	1.2%
O	13	0.7%
.	10	0.5%
1	7	0.4%
r	7	0.4%
B	7	0.4%
U	6	0.3%
Other values (43)	122	6.2%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	2	50.0%
ㅌ	1	25.0%
ㄷ	1	25.0%

Arrows

Value	Count	Frequency (%)
→	1	100.0%

None

Value	Count	Frequency (%)
㈜	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1221
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0163709 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.0220701 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	2.0021018 × 10¹³
5-th percentile	2.0040618 × 10¹³
Q1	2.012082 × 10¹³
median	2.0190924 × 10¹³
Q3	2.0210968 × 10¹³
95-th percentile	2.0220414 × 10¹³
Maximum	2.0220701 × 10¹³
Range	1.9968301 × 10¹¹
Interquartile range (IQR)	9.0147533 × 10¹⁰

Descriptive statistics

Standard deviation	6.0017728 × 10¹⁰
Coefficient of variation (CV)	0.0029765222
Kurtosis	-0.51991467
Mean	2.0163709 × 10¹³
Median Absolute Deviation (MAD)	2.9291999 × 10¹⁰
Skewness	-0.91784485
Sum	2.52248 × 10¹⁶
Variance	3.6021277 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030127161421	17	1.4%
20030127161348	15	1.2%
20140729132128	1	0.1%
20130415160137	1	0.1%
20190902162555	1	0.1%
20120820103745	1	0.1%
20140526174453	1	0.1%
20140721162644	1	0.1%
20220406160353	1	0.1%
20110308085507	1	0.1%
Other values (1211)	1211	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021018131515	1	0.1%
20021217165012	1	0.1%
20030127161348	15	1.2%
20030127161421	17	1.4%
20030203150601	1	0.1%
20030312172512	1	0.1%
20030410112657	1	0.1%
20030422140401	1	0.1%
20030423092346	1	0.1%
20030516111251	1	0.1%

Value	Count	Frequency (%)
20220701142059	1	0.1%
20220630155602	1	0.1%
20220630155534	1	0.1%
20220630155454	1	0.1%
20220630155352	1	0.1%
20220630155222	1	0.1%
20220630092605	1	0.1%
20220629094932	1	0.1%
20220622155455	1	0.1%
20220622111538	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

U	648
I	603

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	648	51.8%
I	603	48.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	648	51.8%
i	603	48.2%

데이터갱신일자
Date

Distinct	425
Distinct (%)	34.0%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-07-03 00:22:29

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	891
Distinct (%)	73.5%
Missing	38
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	388419.27

Minimum	345960.71
Maximum	419502.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	345960.71
5-th percentile	380607.7
Q1	385754.48
median	388093.01
Q3	390404.42
95-th percentile	396966.08
Maximum	419502.8
Range	73542.098
Interquartile range (IQR)	4649.9418

Descriptive statistics

Standard deviation	4743.5866
Coefficient of variation (CV)	0.012212542
Kurtosis	7.4845352
Mean	388419.27
Median Absolute Deviation (MAD)	2329.7628
Skewness	-0.25267731
Sum	4.7115257 × 10⁸
Variance	22501614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
391411.212179843	16	1.3%
387225.613588405	13	1.0%
385507.640529964	11	0.9%
386093.674147239	10	0.8%
385754.477258744	9	0.7%
396180.621244719	8	0.6%
388922.806889486	7	0.6%
385502.492319657	7	0.6%
396962.538162221	6	0.5%
385473.576409934	6	0.5%
Other values (881)	1120	89.5%
(Missing)	38	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
345960.705739	1	0.1%
371478.346756395	1	0.1%
373016.981172454	1	0.1%
373099.680011291	1	0.1%
373350.085112146	1	0.1%
373506.567424228	1	0.1%
374028.336209222	1	0.1%
374032.128682044	1	0.1%
374333.199064	1	0.1%
374553.784680152	1	0.1%

Value	Count	Frequency (%)
419502.803661768	1	0.1%
407681.822826568	1	0.1%
405201.921992819	1	0.1%
402013.567273627	1	0.1%
401991.877826951	1	0.1%
401723.13090266	1	0.1%
401654.448837686	1	0.1%
401510.613962736	1	0.1%
401502.415893064	1	0.1%
401448.811664877	1	0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	891
Distinct (%)	73.5%
Missing	38
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	186463.94

Minimum	174307.15
Maximum	265785.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	174307.15
5-th percentile	179642.64
Q1	182552.27
median	186453.3
Q3	189138.57
95-th percentile	194711.55
Maximum	265785.6
Range	91478.456
Interquartile range (IQR)	6586.3024

Descriptive statistics

Standard deviation	5317.981
Coefficient of variation (CV)	0.028520158
Kurtosis	42.756172
Mean	186463.94
Median Absolute Deviation (MAD)	3148.6649
Skewness	3.3347403
Sum	2.2618076 × 10⁸
Variance	28280922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184052.409245407	16	1.3%
186408.726533861	13	1.0%
180548.792611588	11	0.9%
182068.358104572	10	0.8%
179113.980448494	9	0.7%
186522.35047527	8	0.6%
188106.837170815	7	0.6%
180297.579330876	7	0.6%
186759.94170898	6	0.5%
180297.978228551	6	0.5%
Other values (881)	1120	89.5%
(Missing)	38	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174307.148168245	1	0.1%
174856.056137804	1	0.1%
175087.296427656	2	0.2%
176115.246760367	1	0.1%
176897.907425952	1	0.1%
177354.376036871	1	0.1%
177441.748341131	1	0.1%
177442.817428718	1	0.1%
177527.376138393	1	0.1%
177532.283470077	2	0.2%

Value	Count	Frequency (%)
265785.603884	1	0.1%
226490.138380339	1	0.1%
205732.231316224	1	0.1%
204665.784677421	1	0.1%
204621.655738547	1	0.1%
204592.491613115	1	0.1%
204214.040987968	1	0.1%
204186.113952008	1	0.1%
202256.814102298	1	0.1%
199051.512822937	1	0.1%

문화체육업종명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

국내여행업	1251

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국내여행업	1251	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1251	100.0%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	719
관광사업	532

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	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	719	57.5%
관광사업	532	42.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	719	57.5%
관광사업	532	42.5%

지역구분명
Categorical

IMBALANCE

Distinct	14
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1025
일반주거지역	62
일반상업지역	41
상업지역	34
근린상업지역	31
Other values (9)	58

Length

Max length	6
Median length	4
Mean length	4.2533973
Min length	4

Unique

Unique	5 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1025	81.9%
일반주거지역	62	5.0%
일반상업지역	41	3.3%
상업지역	34	2.7%
근린상업지역	31	2.5%
준주거지역	28	2.2%
주거지역	14	1.1%
준공업지역	7	0.6%
자연녹지지역	4	0.3%
녹지지역	1	0.1%
Other values (4)	4	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1025	81.9%
일반주거지역	62	5.0%
일반상업지역	41	3.3%
상업지역	34	2.7%
근린상업지역	31	2.5%
준주거지역	28	2.2%
주거지역	14	1.1%
준공업지역	7	0.6%
자연녹지지역	4	0.3%
녹지지역	1	0.1%
Other values (4)	4	0.3%

총층수
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	5.9%
Missing	826
Missing (%)	66.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8494118

Minimum	0
Maximum	54
Zeros	226
Zeros (%)	18.1%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	10
Maximum	54
Range	54
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	5.890583
Coefficient of variation (CV)	2.0672979
Kurtosis	29.956166
Mean	2.8494118
Median Absolute Deviation (MAD)	0
Skewness	4.7694689
Sum	1211
Variance	34.698968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	226	18.1%
2	36	2.9%
4	34	2.7%
3	29	2.3%
5	21	1.7%
6	16	1.3%
1	15	1.2%
7	10	0.8%
10	7	0.6%
8	7	0.6%
Other values (15)	24	1.9%
(Missing)	826	66.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	226	18.1%
1	15	1.2%
2	36	2.9%
3	29	2.3%
4	34	2.7%
5	21	1.7%
6	16	1.3%
7	10	0.8%
8	7	0.6%
9	3	0.2%

Value	Count	Frequency (%)
54	1	0.1%
50	1	0.1%
37	1	0.1%
33	1	0.1%
31	3	0.2%
27	1	0.1%
21	1	0.1%
20	1	0.1%
19	1	0.1%
15	1	0.1%

주변환경명
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1093
기타	85
학교정화(상대)	22
주택가주변	21
아파트지역	19
Other values (3)	11

Length

Max length	8
Median length	4
Mean length	3.9984013
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>	1093	87.4%
기타	85	6.8%
학교정화(상대)	22	1.8%
주택가주변	21	1.7%
아파트지역	19	1.5%
유흥업소밀집지역	5	0.4%
결혼예식장주변	4	0.3%
학교정화(절대)	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1093	87.4%
기타	85	6.8%
학교정화(상대	22	1.8%
주택가주변	21	1.7%
아파트지역	19	1.5%
유흥업소밀집지역	5	0.4%
결혼예식장주변	4	0.3%
학교정화(절대	2	0.2%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

보험기관명
Categorical

Distinct	30
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	453
서울보증보험주식회사	261
서울보증보험	234
한국관광협회중앙회 여행공제회	83
한국관광협회중앙회	63
Other values (25)	157

Length

Max length	19
Median length	16
Mean length	7.1470823
Min length	4

Unique

Unique	14 ?
Unique (%)	1.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	453	36.2%
서울보증보험주식회사	261	20.9%
서울보증보험	234	18.7%
한국관광협회중앙회 여행공제회	83	6.6%
한국관광협회중앙회	63	5.0%
한국관광협회	58	4.6%
서울보증보험(주)	20	1.6%
부산광역시관광협회	17	1.4%
한국관광협회중앙회여행공제회	11	0.9%
한국관광협회중앙회 관광공제회	8	0.6%
Other values (20)	43	3.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	453	33.5%
서울보증보험주식회사	261	19.3%
서울보증보험	234	17.3%
한국관광협회중앙회	156	11.5%
여행공제회	84	6.2%
한국관광협회	59	4.4%
서울보증보험(주	20	1.5%
부산광역시관광협회	17	1.3%
관광공제회	16	1.2%
한국관광협회중앙회여행공제회	11	0.8%
Other values (19)	42	3.1%

건물용도명
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1006
근린생활시설	171
사무실	54
교육연구시설	6
기타	5
Other values (6)	9

Length

Max length	15
Median length	4
Mean length	4.2398082
Min length	2

Unique

Unique	4 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1006	80.4%
근린생활시설	171	13.7%
사무실	54	4.3%
교육연구시설	6	0.5%
기타	5	0.4%
아파트	3	0.2%
유통시설	2	0.2%
다가구용 주택(공동주택적용)	1	0.1%
콘도미니엄	1	0.1%
복지시설	1	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1006	80.4%
근린생활시설	171	13.7%
사무실	54	4.3%
교육연구시설	6	0.5%
기타	5	0.4%
아파트	3	0.2%
유통시설	2	0.2%
다가구용	1	0.1%
주택(공동주택적용	1	0.1%
콘도미니엄	1	0.1%
Other values (2)	2	0.2%

지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	5.8%
Missing	803
Missing (%)	64.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.7008929

Minimum	0
Maximum	49
Zeros	225
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	10
Maximum	49
Range	49
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.3252007
Coefficient of variation (CV)	1.9716445
Kurtosis	25.693002
Mean	2.7008929
Median Absolute Deviation (MAD)	0
Skewness	4.3743797
Sum	1210
Variance	28.357762
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	225	18.0%
2	60	4.8%
3	39	3.1%
4	26	2.1%
5	24	1.9%
1	18	1.4%
6	10	0.8%
9	8	0.6%
7	8	0.6%
10	5	0.4%
Other values (16)	25	2.0%
(Missing)	803	64.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	225	18.0%
1	18	1.4%
2	60	4.8%
3	39	3.1%
4	26	2.1%
5	24	1.9%
6	10	0.8%
7	8	0.6%
8	4	0.3%
9	8	0.6%

Value	Count	Frequency (%)
49	1	0.1%
43	1	0.1%
32	1	0.1%
29	1	0.1%
26	3	0.2%
24	1	0.1%
23	1	0.1%
22	1	0.1%
20	1	0.1%
17	1	0.1%

지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	2.2%
Missing	893
Missing (%)	71.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.44413408

Minimum	0
Maximum	7
Zeros	261
Zeros (%)	20.9%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.99632754
Coefficient of variation (CV)	2.2433035
Kurtosis	14.228089
Mean	0.44413408
Median Absolute Deviation (MAD)	0
Skewness	3.461766
Sum	159
Variance	0.99266858
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	261	20.9%
1	70	5.6%
2	13	1.0%
5	6	0.5%
3	4	0.3%
4	2	0.2%
6	1	0.1%
7	1	0.1%
(Missing)	893	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	261	20.9%
1	70	5.6%
2	13	1.0%
3	4	0.3%
4	2	0.2%
5	6	0.5%
6	1	0.1%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	1	0.1%
5	6	0.5%
4	2	0.2%
3	4	0.3%
2	13	1.0%
1	70	5.6%
0	261	20.9%

객실수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1000
0	251

Length

Max length	4
Median length	4
Mean length	3.3980815
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1000	79.9%
0	251	20.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1000	79.9%
0	251	20.1%

건축연면적
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1000
0	251

Length

Max length	4
Median length	4
Mean length	3.3980815
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1000	79.9%
0	251	20.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1000	79.9%
0	251	20.1%

영문상호명
Text

MISSING

Distinct	31
Distinct (%)	100.0%
Missing	1220
Missing (%)	97.5%
Memory size	9.9 KiB

Length

Max length	43
Median length	25
Mean length	20.258065
Min length	7

Characters and Unicode

Total characters	628
Distinct characters	52
Distinct categories	6 ?
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	31 ?
Unique (%)	100.0%

Sample

1st row	SEOKWANG Travel
2nd row	EMTCO Limited
3rd row	Leaders Tour
4th row	Bus Tour Travel Agency
5th row	GORYE AIR TRAVEL Co., Ltd

Value	Count	Frequency (%)
tour	14	13.2%
travel	10	9.4%
co	7	6.6%
ltd	7	6.6%
co.,ltd	5	4.7%
agency	4	3.8%
inc	4	3.8%
service	3	2.8%
air	2	1.9%
busan	2	1.9%
Other values (45)	48	45.3%

Most occurring characters

Value	Count	Frequency (%)
	75	11.9%
T	39	6.2%
R	31	4.9%
O	31	4.9%
E	30	4.8%
L	29	4.6%
A	27	4.3%
.	23	3.7%
C	22	3.5%
a	19	3.0%
Other values (42)	302	48.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	351	55.9%
Lowercase Letter	164	26.1%
Space Separator	75	11.9%
Other Punctuation	36	5.7%
Open Punctuation	1	0.2%
Close Punctuation	1	0.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	39	11.1%
R	31	8.8%
O	31	8.8%
E	30	8.5%
L	29	8.3%
A	27	7.7%
C	22	6.3%
S	19	5.4%
U	19	5.4%
I	18	5.1%
Other values (14)	86	24.5%

Lowercase Letter

Value	Count	Frequency (%)
a	19	11.6%
e	17	10.4%
n	17	10.4%
r	16	9.8%
o	16	9.8%
t	11	6.7%
c	10	6.1%
d	10	6.1%
u	9	5.5%
l	7	4.3%
Other values (12)	32	19.5%

Other Punctuation

Value	Count	Frequency (%)
.	23	63.9%
,	11	30.6%
&	2	5.6%

Space Separator

Value	Count	Frequency (%)
	75	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	515	82.0%
Common	113	18.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	39	7.6%
R	31	6.0%
O	31	6.0%
E	30	5.8%
L	29	5.6%
A	27	5.2%
C	22	4.3%
a	19	3.7%
S	19	3.7%
U	19	3.7%
Other values (36)	249	48.3%

Common

Value	Count	Frequency (%)
	75	66.4%
.	23	20.4%
,	11	9.7%
&	2	1.8%
(	1	0.9%
)	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	628	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	75	11.9%
T	39	6.2%
R	31	4.9%
O	31	4.9%
E	30	4.8%
L	29	4.6%
A	27	4.3%
.	23	3.7%
C	22	3.5%
a	19	3.0%
Other values (42)	302	48.1%

영문상호주소
Categorical

IMBALANCE

Distinct	13
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1220
Domestic travel business	8
DOMESTIC TRAVEL BUSINESS	4
DOMESTIC TRAVEL AGENCY	3
Domestic Travel Agency	3
Other values (8)	13

Length

Max length	30
Median length	4
Mean length	4.481215
Min length	4

Unique

Unique	5 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1220	97.5%
Domestic travel business	8	0.6%
DOMESTIC TRAVEL BUSINESS	4	0.3%
DOMESTIC TRAVEL AGENCY	3	0.2%
Domestic Travel Agency	3	0.2%
Domestic Traval Agency	3	0.2%
Inland Travel Business	3	0.2%
WITHIN A COUNTRY TRAVEL AGENCY	2	0.2%
Domestic Travel Industry	1	0.1%
Domestic Travel Business	1	0.1%
Other values (3)	3	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1220	92.7%
travel	28	2.1%
domestic	24	1.8%
business	17	1.3%
agency	12	0.9%
traval	3	0.2%
inland	3	0.2%
within	2	0.2%
a	2	0.2%
country	2	0.2%
Other values (3)	3	0.2%

선박총톤수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1000
0	251

Length

Max length	4
Median length	4
Mean length	3.3980815
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1000	79.9%
0	251	20.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1000	79.9%
0	251	20.1%

선박척수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1000
0	251

Length

Max length	4
Median length	4
Mean length	3.3980815
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1000	79.9%
0	251	20.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1000	79.9%
0	251	20.1%

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

무대면적
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1000
0	251

Length

Max length	4
Median length	4
Mean length	3.3980815
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1000	79.9%
0	251	20.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1000	79.9%
0	251	20.1%

좌석수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1000
0	251

Length

Max length	4
Median length	4
Mean length	3.3980815
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1000	79.9%
0	251	20.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1000	79.9%
0	251	20.1%

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

회의실별동시수용인원
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1000
0	251

Length

Max length	4
Median length	4
Mean length	3.3980815
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1000	79.9%
0	251	20.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1000	79.9%
0	251	20.1%

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	225
Distinct (%)	45.5%
Missing	757
Missing (%)	60.5%
Infinite	0
Infinite (%)	0.0%
Mean	189.28903

Minimum	0
Maximum	43511
Zeros	210
Zeros (%)	16.8%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	20.195
Q3	61.85
95-th percentile	161.874
Maximum	43511
Range	43511
Interquartile range (IQR)	61.85

Descriptive statistics

Standard deviation	2142.0669
Coefficient of variation (CV)	11.316382
Kurtosis	351.7048
Mean	189.28903
Median Absolute Deviation (MAD)	20.195
Skewness	18.16131
Sum	93508.78
Variance	4588450.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	210	16.8%
33.0	12	1.0%
30.0	7	0.6%
50.0	6	0.5%
66.0	6	0.5%
20.0	5	0.4%
42.05	3	0.2%
12.0	3	0.2%
15.0	3	0.2%
49.5	3	0.2%
Other values (215)	236	18.9%
(Missing)	757	60.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	210	16.8%
2.58	1	0.1%
4.05	1	0.1%
6.0	1	0.1%
6.6	1	0.1%
6.71	1	0.1%
8.0	1	0.1%
8.4	1	0.1%
10.0	1	0.1%
12.0	3	0.2%

Value	Count	Frequency (%)
43511.0	1	0.1%
18592.0	1	0.1%
3920.67	1	0.1%
3480.76	1	0.1%
2988.0	1	0.1%
1022.9	1	0.1%
1013.0	1	0.1%
716.97	1	0.1%
268.5	1	0.1%
258.15	1	0.1%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

놀이시설수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1000
0	251

Length

Max length	4
Median length	4
Mean length	3.3980815
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1000	79.9%
0	251	20.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1000	79.9%
0	251	20.1%

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

기획여행보험시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1250
20200205	1

Length

Max length	8
Median length	4
Mean length	4.0031974
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1250	99.9%
20200205	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1250	99.9%
20200205	1	0.1%

기획여행보험종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

<NA>	1250
20210204	1

Length

Max length	8
Median length	4
Mean length	4.0031974
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1250	99.9%
20210204	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1250	99.9%
20210204	1	0.1%

자본금
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	145
Distinct (%)	16.5%
Missing	373
Missing (%)	29.8%
Infinite	0
Infinite (%)	0.0%
Mean	81291156

Minimum	0
Maximum	6.5122084 × 10⁹
Zeros	61
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	30000000
median	50000000
Q3	1 × 10⁸
95-th percentile	1.5 × 10⁸
Maximum	6.5122084 × 10⁹
Range	6.5122084 × 10⁹
Interquartile range (IQR)	70000000

Descriptive statistics

Standard deviation	2.5907895 × 10⁸
Coefficient of variation (CV)	3.1870496
Kurtosis	468.07591
Mean	81291156
Median Absolute Deviation (MAD)	31296340
Skewness	20.251736
Sum	7.1373635 × 10¹⁰
Variance	6.71219 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000000	192	15.3%
30000000	108	8.6%
150000000	103	8.2%
100000000	72	5.8%
15000000	61	4.9%
0	61	4.9%
90000000	53	4.2%
45000000	21	1.7%
20000000	17	1.4%
60000000	16	1.3%
Other values (135)	174	13.9%
(Missing)	373	29.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	61	4.9%
5000	1	0.1%
5300	1	0.1%
30000	1	0.1%
1500000	1	0.1%
1750000	1	0.1%
3000000	4	0.3%
5000000	1	0.1%
10000000	2	0.2%
15000000	61	4.9%

Value	Count	Frequency (%)
6512208375	1	0.1%
3500000000	1	0.1%
1000000000	1	0.1%
950000000	1	0.1%
714165250	1	0.1%
505000000	1	0.1%
500000000	5	0.4%
490000000	1	0.1%
375256000	1	0.1%
300000000	3	0.2%

보험시작일자
Real number (ℝ)

MISSING

Distinct	673
Distinct (%)	81.0%
Missing	420
Missing (%)	33.6%
Infinite	0
Infinite (%)	0.0%
Mean	20187127

Minimum	20021021
Maximum	20220701
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	20021021
5-th percentile	20110860
Q1	20175668
median	20200612
Q3	20210401
95-th percentile	20220128
Maximum	20220701
Range	199680
Interquartile range (IQR)	34733

Descriptive statistics

Standard deviation	32667.913
Coefficient of variation (CV)	0.0016182547
Kurtosis	3.7521551
Mean	20187127
Median Absolute Deviation (MAD)	10111
Skewness	-1.8391643
Sum	1.6775503 × 10¹⁰
Variance	1.0671925 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210401	5	0.4%
20210101	5	0.4%
20201201	5	0.4%
20200625	5	0.4%
20220401	4	0.3%
20200701	4	0.3%
20200826	4	0.3%
20190705	4	0.3%
20210731	4	0.3%
20210805	4	0.3%
Other values (663)	787	62.9%
(Missing)	420	33.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021021	1	0.1%
20030812	1	0.1%
20030925	1	0.1%
20040420	1	0.1%
20051201	1	0.1%
20070111	1	0.1%
20070601	1	0.1%
20070802	1	0.1%
20071116	1	0.1%
20080303	1	0.1%

Value	Count	Frequency (%)
20220701	1	0.1%
20220620	1	0.1%
20220613	1	0.1%
20220610	1	0.1%
20220609	1	0.1%
20220608	1	0.1%
20220604	1	0.1%
20220530	1	0.1%
20220522	1	0.1%
20220518	1	0.1%

보험종료일자
Real number (ℝ)

MISSING

Distinct	661
Distinct (%)	79.4%
Missing	419
Missing (%)	33.5%
Infinite	0
Infinite (%)	0.0%
Mean	20198506

Minimum	20031021
Maximum	21210714
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	20031021
5-th percentile	20121078
Q1	20190184
median	20210618
Q3	20220414
95-th percentile	20230202
Maximum	21210714
Range	1179693
Interquartile range (IQR)	30230

Descriptive statistics

Standard deviation	47905.35
Coefficient of variation (CV)	0.0023717274
Kurtosis	240.07876
Mean	20198506
Median Absolute Deviation (MAD)	10110.5
Skewness	10.77003
Sum	1.6805157 × 10¹⁰
Variance	2.2949226 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20211130	6	0.5%
20211231	6	0.5%
20220705	5	0.4%
20220331	5	0.4%
20210630	4	0.3%
20220228	4	0.3%
20210624	4	0.3%
20220223	4	0.3%
20220131	4	0.3%
20200704	4	0.3%
Other values (651)	786	62.8%
(Missing)	419	33.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20031021	1	0.1%
20040812	1	0.1%
20040925	1	0.1%
20050420	1	0.1%
20061201	1	0.1%
20080111	1	0.1%
20080601	1	0.1%
20080802	1	0.1%
20081115	1	0.1%
20090704	1	0.1%

Value	Count	Frequency (%)
21210714	1	0.1%
20240301	1	0.1%
20230630	1	0.1%
20230620	1	0.1%
20230612	1	0.1%
20230610	1	0.1%
20230608	1	0.1%
20230607	1	0.1%
20230604	1	0.1%
20230530	1	0.1%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	131
Distinct (%)	26.5%
Missing	757
Missing (%)	60.5%
Infinite	0
Infinite (%)	0.0%
Mean	189.30364

Minimum	0
Maximum	43511
Zeros	210
Zeros (%)	16.8%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	20
Q3	61.75
95-th percentile	162
Maximum	43511
Range	43511
Interquartile range (IQR)	61.75

Descriptive statistics

Standard deviation	2142.068
Coefficient of variation (CV)	11.315514
Kurtosis	351.7036
Mean	189.30364
Median Absolute Deviation (MAD)	20
Skewness	18.161267
Sum	93516
Variance	4588455.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	210	16.8%
33	16	1.3%
50	11	0.9%
30	9	0.7%
20	9	0.7%
66	8	0.6%
40	7	0.6%
15	6	0.5%
26	5	0.4%
32	5	0.4%
Other values (121)	208	16.6%
(Missing)	757	60.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	210	16.8%
3	1	0.1%
4	1	0.1%
6	1	0.1%
7	2	0.2%
8	2	0.2%
10	1	0.1%
12	3	0.2%
13	3	0.2%
15	6	0.5%

Value	Count	Frequency (%)
43511	1	0.1%
18592	1	0.1%
3921	1	0.1%
3481	1	0.1%
2988	1	0.1%
1023	1	0.1%
1013	1	0.1%
717	1	0.1%
269	1	0.1%
258	1	0.1%

Unnamed: 63
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1251
Missing (%)	100.0%
Memory size	11.1 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스아이디	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	국내여행업	03_12_01_P	3250000	CDFI2260012007000013	20071109	<NA>	2	휴업	2	휴업	<NA>	20210101	20211231	<NA>	051-469-7731	<NA>	600815	부산광역시 중구 중앙동4가 53-30	부산광역시 중구 중앙대로81번길 2 (중앙동4가)	<NA>	(주)팔성국제관광	20210926175002	U	2021-09-28 02:40:00.0	<NA>	385556.341486	180343.213568	국내여행업	관광사업	<NA>	0	<NA>	<NA>	서울보증보험	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	150000000	20181109	20191108	<NA>	0	<NA>
1	2	국내여행업	03_12_01_P	3250000	CDFI2260012019000002	20190110	<NA>	3	폐업	3	폐업	20200106	<NA>	<NA>	<NA>	051241 0909	<NA>	<NA>	부산광역시 중구 남포동4가 44-3번지	부산광역시 중구 자갈치해안로 60 (남포동4가)	48984	부산남항유람선 자갈치크루즈	20200106150326	U	2020-01-08 02:40:00.0	<NA>	385191.013393	179401.283402	국내여행업	<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>	16243358	20190114	20200113	<NA>	<NA>	<NA>
2	3	국내여행업	03_12_01_P	3250000	CDFI2260012019000003	20160725	<NA>	3	폐업	3	폐업	20211221	<NA>	<NA>	<NA>	051-852-2088	<NA>	<NA>	부산광역시 중구 대창동1가 51	부산광역시 중구 해관로 89, 중앙빌딩 707호 (대창동1가)	48924	(주)태진투어	20211221174538	U	2021-12-23 02:40:00.0	<NA>	385507.64053	180548.792612	국내여행업	<NA>	<NA>	0	<NA>	<NA>	서울보증보험주식회사	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20000000	20210725	20220724	<NA>	0	<NA>
3	4	국내여행업	03_12_01_P	3250000	CDFI2260012019000006	20190829	<NA>	3	폐업	3	폐업	20190924	<NA>	<NA>	<NA>	051-464-6464	<NA>	<NA>	부산광역시 중구 중앙동4가 15-3번지	부산광역시 중구 충장대로 24, 부산항연안여객터미널 1층 (중앙동4가)	48940	(주)마린크루즈	20190924165841	U	2019-09-26 02:40:00.0	<NA>	386032.236799	180263.270671	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15000000	<NA>	<NA>	<NA>	<NA>	<NA>
4	5	국내여행업	03_12_01_P	3250000	CDFI2260012016000001	20160112	<NA>	3	폐업	3	폐업	20211220	<NA>	<NA>	<NA>	051-463-0926	<NA>	<NA>	부산광역시 중구 대창동1가 51	부산광역시 중구 해관로 89, 610호 (대창동1가, 중앙빌딩)	48924	(주)모바일트래블	20211221103923	U	2021-12-23 02:40:00.0	<NA>	385507.64053	180548.792612	국내여행업	<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>	90000000	20210120	20220119	<NA>	<NA>	<NA>
5	6	국내여행업	03_12_01_P	3250000	CDFI2260012016000003	20160218	<NA>	3	폐업	3	폐업	20211109	<NA>	<NA>	<NA>	051-244-6318	<NA>	<NA>	부산광역시 중구 신창동1가 17-2	부산광역시 중구 광복로49번길 19, 2층 (신창동1가)	48947	스타투어여행사	20211110101705	U	2021-11-12 02:40:00.0	<NA>	385057.531775	179860.881541	국내여행업	<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>	109000000	20210222	20220221	<NA>	<NA>	<NA>
6	7	국내여행업	03_12_01_P	3250000	CDFI2260011997000006	19970421	<NA>	3	폐업	3	폐업	20060704	<NA>	<NA>	<NA>	254-4061	<NA>	600045	부산광역시 중구 남포동5가 39-6번지	부산광역시 중구 중구로 2 (남포동5가)	<NA>	(주)초이스관광여행사	20060704162946	I	2018-08-31 23:59:59.0	<NA>	384877.272224	179536.794609	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	8	국내여행업	03_12_01_P	3250000	CDFI2260011994000001	19940929	<NA>	3	폐업	3	폐업	20200317	<NA>	<NA>	<NA>	246-1003	<NA>	600046	부산광역시 중구 남포동6가 113-1번지	부산광역시 중구 구덕로 87-1 (남포동6가)	<NA>	(주)미래투어	20200317173318	U	2020-03-19 02:40:00.0	<NA>	384708.848958	179404.943227	국내여행업	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>	20181008	20191017	<NA>	<NA>	<NA>
8	9	국내여행업	03_12_01_P	3250000	CDFI2260011997000007	19970801	<NA>	3	폐업	3	폐업	20060517	<NA>	<NA>	<NA>	442-5020	<NA>	600815	부산광역시 중구 중앙동4가 37-16번지 동아제일빌딩 903호	부산광역시 중구 중앙대로81번길 9, 903호 (중앙동4가,동아제일빌딩)	<NA>	(주)세진여행사	20060517165132	I	2018-08-31 23:59:59.0	<NA>	385473.57641	180297.978229	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	10	국내여행업	03_12_01_P	3250000	CDFI2260011998000001	19980202	<NA>	3	폐업	3	폐업	20090129	<NA>	<NA>	<NA>	462-6661	<NA>	600814	부산광역시 중구 중앙동4가 89-1번지	부산광역시 중구 중앙대로 94 (중앙동4가)	<NA>	(주)아주좋은여행사	20090129180902	I	2018-08-31 23:59:59.0	<NA>	385624.46871	180447.914514	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	번호	개방서비스명	개방서비스아이디	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
1241	1242	국내여행업	03_12_01_P	3400000	CDFI2260012016000002	20151118	<NA>	3	폐업	3	폐업	20161206	<NA>	<NA>	<NA>	051.746.4232	<NA>	<NA>	부산광역시 기장군 기장읍 청강리 114-1번지 405호	부산광역시 기장군 기장읍 기장대로 482-5 (비룡 벨로스텔라)	46080	(주)동부산여행사	20161206140106	I	2018-08-31 23:59:59.0	<NA>	402013.567274	195503.641715	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20160728	20170727	<NA>	<NA>	<NA>
1242	1243	국내여행업	03_12_01_P	3400000	CDFI2260012019000002	20190115	<NA>	3	폐업	3	폐업	20200421	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 기장군 정관읍 달산리 1024-11번지 205호	부산광역시 기장군 정관읍 달산1길 37-1, 205호	46024	원여행사	20200421195654	U	2020-04-23 02:40:00.0	<NA>	398367.581911	204186.113952	국내여행업	<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>	20191125	20201124	<NA>	<NA>	<NA>
1243	1244	국내여행업	03_12_01_P	3400000	CDFI2260012002000003	20021028	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-724-5830	<NA>	619905	부산광역시 기장군 기장읍 동부리 374-17	부산광역시 기장군 기장읍 차성동로 116, 2층	46063	(주)나이스투어	20210518094848	U	2021-05-20 02:40:00.0	<NA>	401723.130903	196575.034392	국내여행업	관광사업	상업지역	1	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	13.09	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	150000000	20210124	20220123	<NA>	13	<NA>
1244	1245	국내여행업	03_12_01_P	3400000	CDFI2260012011000001	20111020	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-728-0903	<NA>	<NA>	부산광역시 기장군 정관읍 매학리 717-8	부산광역시 기장군 정관읍 정관7로 34 (서진프라자)	46015	주식회사 유민여행사	20210603155203	U	2021-06-05 02:40:00.0	<NA>	398043.112671	204665.784677	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	근린생활시설	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	12.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	30000000	20210601	20220531	<NA>	12	<NA>
1245	1246	국내여행업	03_12_01_P	3400000	CDFI2260012022000001	20160526	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 기장군 일광면 칠암리 144-11	부산광역시 기장군 일광면 박영준길 15	46040	(주)반하다컨설팅	20220315175652	I	2022-03-17 00:22:35.0	<NA>	405201.921993	202256.814102	국내여행업	<NA>	<NA>	0	<NA>	<NA>	서울보증보험	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	90000000	20210530	20220529	<NA>	0	<NA>
1246	1247	국내여행업	03_12_01_P	3400000	CDFI2260012020000001	20200511	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-243-4972	<NA>	<NA>	부산광역시 기장군 정관읍 매학리 717-3	부산광역시 기장군 정관읍 정관로 583, 503호	46015	킴스트래블	20210928153742	U	2021-09-30 02:40:00.0	<NA>	397967.170797	204592.491613	국내여행업	<NA>	<NA>	0	<NA>	<NA>	서울보증보험주식회사	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15000000	20210731	20220730	<NA>	0	<NA>
1247	1248	국내여행업	03_12_01_P	3400000	CDFI2260012021000001	20210603	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 기장군 정관읍 매학리 717-6	부산광역시 기장군 정관읍 정관중앙로 45, 2층 205호	46015	비와이컴퍼니	20210702152700	U	2021-07-04 02:40:00.0	<NA>	398024.244822	204621.655739	국내여행업	<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>	15000000	20210603	20220602	<NA>	<NA>	<NA>
1248	1249	국내여행업	03_12_01_P	3400000	CDFI2260012020000003	20180517	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-611-7979	<NA>	<NA>	부산광역시 기장군 기장읍 청강리 111-8	부산광역시 기장군 기장읍 기장대로 495, 2301호	46072	주식회사 여행나무	20210521111118	U	2021-05-23 02:40:00.0	<NA>	401991.877827	195612.16367	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	62.95	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15000000	20210518	20220517	<NA>	63	<NA>
1249	1250	국내여행업	03_12_01_P	3400000	CDFI2260012020000004	20201026	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-721-4331	<NA>	<NA>	부산광역시 기장군 기장읍 동부리 394-6 부산공인중개사	부산광역시 기장군 기장읍 반송로 1601	46056	다된다투어	20211116151238	U	2021-11-18 02:40:00.0	<NA>	401448.811665	196699.414958	국내여행업	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	50000000	20211028	20221027	<NA>	0	<NA>
1250	1251	국내여행업	03_12_01_P	3400000	CDFI2260012022000002	19950218	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 기장군 기장읍 동부리 331-9 아토건설	부산광역시 기장군 기장읍 반송로 1576, 아토건설 3층	46060	(주)세명항공여행사	20220621100201	I	2022-06-22 00:22:40.0	<NA>	401235.136345	196516.101464	국내여행업	관광사업	<NA>	0	<NA>	<NA>	한국관광협회중앙회	<NA>	0	0	0	0	<NA>	<NA>	0	0	<NA>	0	0	<NA>	0	0.0	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	150000000	20210705	20220705	<NA>	0	<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)

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

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

Close Punctuation

Open 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