gimi9 Pandas Profiling

Dataset statistics

Number of variables	64
Number of observations	1244
Missing cells	26165
Missing cells (%)	32.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	676.8 KiB
Average record size in memory	557.1 B

Variable types

Numeric	19
Categorical	25
Text	6
Unsupported	13
DateTime	1

Dataset

Description	2022-02-01
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 (52.5%)	Imbalance
`휴업시작일자` is highly imbalanced (98.2%)	Imbalance
`휴업종료일자` is highly imbalanced (98.2%)	Imbalance
`지역구분명` is highly imbalanced (68.6%)	Imbalance
`주변환경명` is highly imbalanced (73.2%)	Imbalance
`건물용도명` is highly imbalanced (71.8%)	Imbalance
`영문상호주소` is highly imbalanced (93.4%)	Imbalance
`기획여행보험시작일자` is highly imbalanced (99.1%)	Imbalance
`기획여행보험종료일자` is highly imbalanced (99.1%)	Imbalance
`인허가취소일자` has 1198 (96.3%) missing values	Missing
`폐업일자` has 579 (46.5%) missing values	Missing
`재개업일자` has 1244 (100.0%) missing values	Missing
`소재지전화` has 319 (25.6%) missing values	Missing
`소재지면적` has 1244 (100.0%) missing values	Missing
`소재지우편번호` has 583 (46.9%) missing values	Missing
`도로명전체주소` has 56 (4.5%) missing values	Missing
`도로명우편번호` has 399 (32.1%) missing values	Missing
`업태구분명` has 1244 (100.0%) missing values	Missing
`좌표정보(x)` has 38 (3.1%) missing values	Missing
`좌표정보(y)` has 38 (3.1%) missing values	Missing
`총층수` has 888 (71.4%) missing values	Missing
`제작취급품목내용` has 1244 (100.0%) missing values	Missing
`지상층수` has 865 (69.5%) missing values	Missing
`지하층수` has 962 (77.3%) missing values	Missing
`영문상호명` has 1214 (97.6%) missing values	Missing
`선박제원` has 1244 (100.0%) missing values	Missing
`기념품종류` has 1244 (100.0%) missing values	Missing
`시설면적` has 812 (65.3%) missing values	Missing
`놀이기구수내역` has 1244 (100.0%) missing values	Missing
`방송시설유무` has 1244 (100.0%) missing values	Missing
`발전시설유무` has 1244 (100.0%) missing values	Missing
`의무실유무` has 1244 (100.0%) missing values	Missing
`안내소유무` has 1244 (100.0%) missing values	Missing
`자본금` has 391 (31.4%) missing values	Missing
`보험시작일자` has 420 (33.8%) missing values	Missing
`보험종료일자` has 419 (33.7%) missing values	Missing
`부대시설내역` has 1244 (100.0%) missing values	Missing
`시설규모` has 812 (65.3%) missing values	Missing
`Unnamed: 63` has 1244 (100.0%) missing values	Missing
`자본금` is highly skewed (γ1 = 20.01603405)	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 159 (12.8%) zeros	Zeros
`지상층수` has 158 (12.7%) zeros	Zeros
`지하층수` has 186 (15.0%) zeros	Zeros
`시설면적` has 151 (12.1%) zeros	Zeros
`자본금` has 41 (3.3%) zeros	Zeros
`시설규모` has 151 (12.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 06:48:45.313763
Analysis finished	2024-04-16 06:48:46.525009
Duration	1.21 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1244
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	622.5

Minimum	1
Maximum	1244
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	1
5-th percentile	63.15
Q1	311.75
median	622.5
Q3	933.25
95-th percentile	1181.85
Maximum	1244
Range	1243
Interquartile range (IQR)	621.5

Descriptive statistics

Standard deviation	359.25618
Coefficient of variation (CV)	0.57711836
Kurtosis	-1.2
Mean	622.5
Median Absolute Deviation (MAD)	311
Skewness	0
Sum	774390
Variance	129065
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
829	1	0.1%
836	1	0.1%
835	1	0.1%
834	1	0.1%
833	1	0.1%
832	1	0.1%
831	1	0.1%
830	1	0.1%
828	1	0.1%
Other values (1234)	1234	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 (%)
1244	1	0.1%
1243	1	0.1%
1242	1	0.1%
1241	1	0.1%
1240	1	0.1%
1239	1	0.1%
1238	1	0.1%
1237	1	0.1%
1236	1	0.1%
1235	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

국내여행업	1244

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	1244	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1244	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

03_12_01_P	1244

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	1244	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_12_01_p	1244	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3310120.6

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	41144.937
Coefficient of variation (CV)	0.012430042
Kurtosis	-0.85270122
Mean	3310120.6
Median Absolute Deviation (MAD)	30000
Skewness	0.3754199
Sum	4.11779 × 10⁹
Variance	1.6929058 × 10⁹
Monotonicity	Increasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	268	21.5%
3250000	145	11.7%
3330000	137	11.0%
3270000	130	10.5%
3300000	100	8.0%
3370000	99	8.0%
3310000	75	6.0%
3350000	61	4.9%
3380000	57	4.6%
3340000	37	3.0%
Other values (6)	135	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	145	11.7%
3260000	13	1.0%
3270000	130	10.5%
3280000	18	1.4%
3290000	268	21.5%
3300000	100	8.0%
3310000	75	6.0%
3320000	35	2.8%
3330000	137	11.0%
3340000	37	3.0%

Value	Count	Frequency (%)
3400000	14	1.1%
3390000	34	2.7%
3380000	57	4.6%
3370000	99	8.0%
3360000	21	1.7%
3350000	61	4.9%
3340000	37	3.0%
3330000	137	11.0%
3320000	35	2.8%
3310000	75	6.0%

관리번호
Text

Distinct	358
Distinct (%)	28.8%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

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

Characters and Unicode

Total characters	24880
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	114 ?
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%
cdfi2260012019000001	14	1.1%
cdfi2260012016000001	13	1.0%
cdfi2260012019000002	12	1.0%
cdfi2260012018000002	12	1.0%
cdfi2260012001000001	12	1.0%
cdfi2260012021000003	12	1.0%
cdfi2260012014000001	11	0.9%
cdfi2260012015000001	11	0.9%
Other values (348)	1118	89.9%

Most occurring characters

Value	Count	Frequency (%)
0	10222	41.1%
2	4065	16.3%
1	2572	10.3%
6	1476	5.9%
C	1244	5.0%
D	1244	5.0%
F	1244	5.0%
I	1244	5.0%
9	430	1.7%
4	252	1.0%
Other values (4)	887	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19904	80.0%
Uppercase Letter	4976	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10222	51.4%
2	4065	20.4%
1	2572	12.9%
6	1476	7.4%
9	430	2.2%
4	252	1.3%
5	244	1.2%
3	242	1.2%
7	229	1.2%
8	172	0.9%

Uppercase Letter

Value	Count	Frequency (%)
C	1244	25.0%
D	1244	25.0%
F	1244	25.0%
I	1244	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19904	80.0%
Latin	4976	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10222	51.4%
2	4065	20.4%
1	2572	12.9%
6	1476	7.4%
9	430	2.2%
4	252	1.3%
5	244	1.2%
3	242	1.2%
7	229	1.2%
8	172	0.9%

Latin

Value	Count	Frequency (%)
C	1244	25.0%
D	1244	25.0%
F	1244	25.0%
I	1244	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24880	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10222	41.1%
2	4065	16.3%
1	2572	10.3%
6	1476	5.9%
C	1244	5.0%
D	1244	5.0%
F	1244	5.0%
I	1244	5.0%
9	430	1.7%
4	252	1.0%
Other values (4)	887	3.6%

인허가일자
Real number (ℝ)

Distinct	1097
Distinct (%)	88.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20096070

Minimum	19840924
Maximum	20211230
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	19840924
5-th percentile	19970422
Q1	20047882
median	20101204
Q3	20151219
95-th percentile	20200326
Maximum	20211230
Range	370306
Interquartile range (IQR)	103337.25

Descriptive statistics

Standard deviation	72330.124
Coefficient of variation (CV)	0.0035992173
Kurtosis	-0.48961807
Mean	20096070
Median Absolute Deviation (MAD)	51087
Skewness	-0.45432431
Sum	2.4999511 × 10¹⁰
Variance	5.2316468 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190328	4	0.3%
20051123	4	0.3%
20151006	3	0.2%
20020302	3	0.2%
20090113	3	0.2%
20110310	3	0.2%
20140721	3	0.2%
20120402	3	0.2%
20000323	3	0.2%
20160831	3	0.2%
Other values (1087)	1212	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 (%)
20211230	1	0.1%
20211220	1	0.1%
20211117	1	0.1%
20211026	1	0.1%
20210914	2	0.2%
20210812	1	0.1%
20210804	2	0.2%
20210727	1	0.1%
20210719	1	0.1%
20210707	1	0.1%

인허가취소일자
Real number (ℝ)

MISSING

Distinct	40
Distinct (%)	87.0%
Missing	1198
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)	1198	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	9.8 KiB

3	661
1	512
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	661	53.1%
1	512	41.2%
4	66	5.3%
2	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	661	53.1%
1	512	41.2%
4	66	5.3%
2	5	0.4%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

폐업	661
영업/정상	512
취소/말소/만료/정지/중지	66
휴업	5

Length

Max length	14
Median length	2
Mean length	3.8713826
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	661	53.1%
영업/정상	512	41.2%
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	661	53.1%
영업/정상	512	41.2%
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	8.6028939

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	7.1972457
Coefficient of variation (CV)	0.83660752
Kurtosis	2.4463826
Mean	8.6028939
Median Absolute Deviation (MAD)	0
Skewness	1.4801918
Sum	10702
Variance	51.800346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	661	53.1%
13	512	41.2%
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	661	53.1%
13	512	41.2%
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	512	41.2%
3	661	53.1%
2	5	0.4%

상세영업상태명
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

폐업	661
영업중	512
등록취소	45
허가취소	15
휴업	5
Other values (2)	6

Length

Max length	4
Median length	2
Mean length	2.5176849
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	661	53.1%
영업중	512	41.2%
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	661	53.1%
영업중	512	41.2%
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	584
Distinct (%)	87.8%
Missing	579
Missing (%)	46.5%
Infinite	0
Infinite (%)	0.0%
Mean	20124886

Minimum	19971211
Maximum	20211231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	19971211
5-th percentile	20010909
Q1	20070817
median	20131029
Q3	20181031
95-th percentile	20211118
Maximum	20211231
Range	240020
Interquartile range (IQR)	110214

Descriptive statistics

Standard deviation	64066.453
Coefficient of variation (CV)	0.0031834442
Kurtosis	-1.0593164
Mean	20124886
Median Absolute Deviation (MAD)	50914
Skewness	-0.31287307
Sum	1.3383049 × 10¹⁰
Variance	4.1045104 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000111	9	0.7%
20001129	5	0.4%
20211227	4	0.3%
20211112	4	0.3%
20190709	3	0.2%
20150723	3	0.2%
20211231	3	0.2%
20190630	3	0.2%
20110810	2	0.2%
20080114	2	0.2%
Other values (574)	627	50.4%
(Missing)	579	46.5%

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 (%)
20211231	3	0.2%
20211229	2	0.2%
20211228	1	0.1%
20211227	4	0.3%
20211224	1	0.1%
20211223	1	0.1%
20211222	2	0.2%
20211221	2	0.2%
20211220	2	0.2%
20211217	2	0.2%

휴업시작일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1239
20210101	1
20201201	1
20200401	1
20130902	1

Length

Max length	8
Median length	4
Mean length	4.0160772
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>	1239	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	1239	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	9.8 KiB

<NA>	1239
20211231	1
20221130	1
20210930	1
20140904	1

Length

Max length	8
Median length	4
Mean length	4.0160772
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>	1239	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	1239	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	1244
Missing (%)	100.0%
Memory size	11.1 KiB

소재지전화
Text

MISSING

Distinct	894
Distinct (%)	96.6%
Missing	319
Missing (%)	25.6%
Memory size	9.8 KiB

Length

Max length	18
Median length	12
Mean length	10.64
Min length	1

Characters and Unicode

Total characters	9842
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	867 ?
Unique (%)	93.7%

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	30	3.1%
	5	0.5%
740-6353	3	0.3%
051-207-2211	2	0.2%
261	2	0.2%
868-3131	2	0.2%
051-463-0888	2	0.2%
051-555-1780	2	0.2%
051-311-2133	2	0.2%
637-6200	2	0.2%
Other values (910)	930	94.7%

Most occurring characters

Value	Count	Frequency (%)
0	1553	15.8%
-	1416	14.4%
1	1322	13.4%
5	1295	13.2%
6	721	7.3%
8	711	7.2%
4	657	6.7%
2	626	6.4%
7	598	6.1%
3	485	4.9%
Other values (6)	458	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8340	84.7%
Dash Punctuation	1416	14.4%
Space Separator	57	0.6%
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	1553	18.6%
1	1322	15.9%
5	1295	15.5%
6	721	8.6%
8	711	8.5%
4	657	7.9%
2	626	7.5%
7	598	7.2%
3	485	5.8%
9	372	4.5%

Other Punctuation

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

Dash Punctuation

Value	Count	Frequency (%)
-	1416	100.0%

Space Separator

Value	Count	Frequency (%)
	57	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	9842	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1553	15.8%
-	1416	14.4%
1	1322	13.4%
5	1295	13.2%
6	721	7.3%
8	711	7.2%
4	657	6.7%
2	626	6.4%
7	598	6.1%
3	485	4.9%
Other values (6)	458	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9842	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1553	15.8%
-	1416	14.4%
1	1322	13.4%
5	1295	13.2%
6	721	7.3%
8	711	7.2%
4	657	6.7%
2	626	6.4%
7	598	6.1%
3	485	4.9%
Other values (6)	458	4.7%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
Missing (%)	100.0%
Memory size	11.1 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	306
Distinct (%)	46.3%
Missing	583
Missing (%)	46.9%
Infinite	0
Infinite (%)	0.0%
Mean	609823.75

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	604010
median	611802
Q3	614826
95-th percentile	616852
Maximum	701814
Range	101803
Interquartile range (IQR)	10816

Descriptive statistics

Standard deviation	7787.5354
Coefficient of variation (CV)	0.012770141
Kurtosis	49.676253
Mean	609823.75
Median Absolute Deviation (MAD)	3053
Skewness	4.6672345
Sum	4.030935 × 10⁸
Variance	60645707
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%
601839	10	0.8%
607827	10	0.8%
612824	10	0.8%
601715	9	0.7%
614828	9	0.7%
601010	8	0.6%
Other values (296)	550	44.2%
(Missing)	583	46.9%

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	1167
Distinct (%)	93.8%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	46
Median length	40
Mean length	25.848071
Min length	12

Characters and Unicode

Total characters	32155
Distinct characters	389
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	1112 ?
Unique (%)	89.4%

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	1241	20.0%
부산진구	268	4.3%
중구	145	2.3%
해운대구	137	2.2%
동구	131	2.1%
동래구	101	1.6%
연제구	99	1.6%
부전동	95	1.5%
초량동	91	1.5%
남구	74	1.2%
Other values (1794)	3813	61.5%

Most occurring characters

Value	Count	Frequency (%)
	4951	15.4%
부	1682	5.2%
산	1635	5.1%
1	1616	5.0%
동	1588	4.9%
시	1285	4.0%
광	1275	4.0%
구	1258	3.9%
역	1250	3.9%
-	1095	3.4%
Other values (379)	14520	45.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18864	58.7%
Decimal Number	6923	21.5%
Space Separator	4951	15.4%
Dash Punctuation	1095	3.4%
Uppercase Letter	152	0.5%
Lowercase Letter	126	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	1682	8.9%
산	1635	8.7%
동	1588	8.4%
시	1285	6.8%
광	1275	6.8%
구	1258	6.7%
역	1250	6.6%
지	716	3.8%
번	674	3.6%
호	377	2.0%
Other values (324)	7124	37.8%

Uppercase Letter

Value	Count	Frequency (%)
S	31	20.4%
T	18	11.8%
K	14	9.2%
C	12	7.9%
B	11	7.2%
A	11	7.2%
E	8	5.3%
I	7	4.6%
O	6	3.9%
V	5	3.3%
Other values (11)	29	19.1%

Lowercase Letter

Value	Count	Frequency (%)
e	27	21.4%
o	17	13.5%
l	10	7.9%
p	9	7.1%
i	9	7.1%
x	8	6.3%
n	8	6.3%
m	8	6.3%
a	8	6.3%
d	8	6.3%
Other values (7)	14	11.1%

Decimal Number

Value	Count	Frequency (%)
1	1616	23.3%
2	954	13.8%
3	764	11.0%
4	689	10.0%
0	647	9.3%
5	508	7.3%
7	480	6.9%
8	476	6.9%
6	455	6.6%
9	334	4.8%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	4951	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1095	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	18864	58.7%
Common	13013	40.5%
Latin	278	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1682	8.9%
산	1635	8.7%
동	1588	8.4%
시	1285	6.8%
광	1275	6.8%
구	1258	6.7%
역	1250	6.6%
지	716	3.8%
번	674	3.6%
호	377	2.0%
Other values (324)	7124	37.8%

Latin

Value	Count	Frequency (%)
S	31	11.2%
e	27	9.7%
T	18	6.5%
o	17	6.1%
K	14	5.0%
C	12	4.3%
B	11	4.0%
A	11	4.0%
l	10	3.6%
p	9	3.2%
Other values (28)	118	42.4%

Common

Value	Count	Frequency (%)
	4951	38.0%
1	1616	12.4%
-	1095	8.4%
2	954	7.3%
3	764	5.9%
4	689	5.3%
0	647	5.0%
5	508	3.9%
7	480	3.7%
8	476	3.7%
Other values (7)	833	6.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18864	58.7%
ASCII	13291	41.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4951	37.3%
1	1616	12.2%
-	1095	8.2%
2	954	7.2%
3	764	5.7%
4	689	5.2%
0	647	4.9%
5	508	3.8%
7	480	3.6%
8	476	3.6%
Other values (45)	1111	8.4%

Hangul

Value	Count	Frequency (%)
부	1682	8.9%
산	1635	8.7%
동	1588	8.4%
시	1285	6.8%
광	1275	6.8%
구	1258	6.7%
역	1250	6.6%
지	716	3.8%
번	674	3.6%
호	377	2.0%
Other values (324)	7124	37.8%

도로명전체주소
Text

MISSING

Distinct	1145
Distinct (%)	96.4%
Missing	56
Missing (%)	4.5%
Memory size	9.8 KiB

Length

Max length	56
Median length	47
Mean length	33.569024
Min length	21

Characters and Unicode

Total characters	39880
Distinct characters	422
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	1109 ?
Unique (%)	93.4%

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	1186	15.8%
부산진구	251	3.3%
중앙대로	172	2.3%
중구	143	1.9%
해운대구	135	1.8%
2층	129	1.7%
동구	116	1.5%
연제구	99	1.3%
동래구	98	1.3%
부전동	71	0.9%
Other values (1854)	5103	68.0%

Most occurring characters

Value	Count	Frequency (%)
	6587	16.5%
동	1654	4.1%
부	1638	4.1%
산	1576	4.0%
1	1416	3.6%
시	1279	3.2%
광	1245	3.1%
,	1245	3.1%
구	1219	3.1%
역	1194	3.0%
Other values (412)	20827	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22907	57.4%
Space Separator	6587	16.5%
Decimal Number	6302	15.8%
Other Punctuation	1251	3.1%
Open Punctuation	1186	3.0%
Close Punctuation	1186	3.0%
Dash Punctuation	174	0.4%
Uppercase Letter	158	0.4%
Lowercase Letter	127	0.3%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1654	7.2%
부	1638	7.2%
산	1576	6.9%
시	1279	5.6%
광	1245	5.4%
구	1219	5.3%
역	1194	5.2%
로	1192	5.2%
대	798	3.5%
호	559	2.4%
Other values (357)	10553	46.1%

Uppercase Letter

Value	Count	Frequency (%)
S	31	19.6%
T	16	10.1%
K	15	9.5%
C	14	8.9%
B	13	8.2%
A	13	8.2%
E	9	5.7%
I	7	4.4%
H	6	3.8%
W	5	3.2%
Other values (11)	29	18.4%

Lowercase Letter

Value	Count	Frequency (%)
e	28	22.0%
o	17	13.4%
l	10	7.9%
i	9	7.1%
p	9	7.1%
w	8	6.3%
m	8	6.3%
d	8	6.3%
x	8	6.3%
n	8	6.3%
Other values (7)	14	11.0%

Decimal Number

Value	Count	Frequency (%)
1	1416	22.5%
2	982	15.6%
3	786	12.5%
0	699	11.1%
4	522	8.3%
5	468	7.4%
6	415	6.6%
7	364	5.8%
8	336	5.3%
9	314	5.0%

Other Punctuation

Value	Count	Frequency (%)
,	1245	99.5%
/	6	0.5%

Space Separator

Value	Count	Frequency (%)
	6587	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1186	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1186	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	174	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22907	57.4%
Common	16688	41.8%
Latin	285	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1654	7.2%
부	1638	7.2%
산	1576	6.9%
시	1279	5.6%
광	1245	5.4%
구	1219	5.3%
역	1194	5.2%
로	1192	5.2%
대	798	3.5%
호	559	2.4%
Other values (357)	10553	46.1%

Latin

Value	Count	Frequency (%)
S	31	10.9%
e	28	9.8%
o	17	6.0%
T	16	5.6%
K	15	5.3%
C	14	4.9%
B	13	4.6%
A	13	4.6%
l	10	3.5%
E	9	3.2%
Other values (28)	119	41.8%

Common

Value	Count	Frequency (%)
	6587	39.5%
1	1416	8.5%
,	1245	7.5%
(	1186	7.1%
)	1186	7.1%
2	982	5.9%
3	786	4.7%
0	699	4.2%
4	522	3.1%
5	468	2.8%
Other values (7)	1611	9.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22907	57.4%
ASCII	16973	42.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6587	38.8%
1	1416	8.3%
,	1245	7.3%
(	1186	7.0%
)	1186	7.0%
2	982	5.8%
3	786	4.6%
0	699	4.1%
4	522	3.1%
5	468	2.8%
Other values (45)	1896	11.2%

Hangul

Value	Count	Frequency (%)
동	1654	7.2%
부	1638	7.2%
산	1576	6.9%
시	1279	5.6%
광	1245	5.4%
구	1219	5.3%
역	1194	5.2%
로	1192	5.2%
대	798	3.5%
호	559	2.4%
Other values (357)	10553	46.1%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	474
Distinct (%)	56.1%
Missing	399
Missing (%)	32.1%
Infinite	0
Infinite (%)	0.0%
Mean	102553.52

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	46293.2
Q1	47257
median	48086
Q3	48821
95-th percentile	612050.8
Maximum	618142
Range	572127
Interquartile range (IQR)	1564

Descriptive statistics

Standard deviation	166882.99
Coefficient of variation (CV)	1.627277
Kurtosis	5.454448
Mean	102553.52
Median Absolute Deviation (MAD)	828
Skewness	2.7276993
Sum	86657726
Variance	2.7849932 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47216	17	1.4%
47246	10	0.8%
48924	10	0.8%
48059	9	0.7%
47257	9	0.7%
48092	9	0.7%
48508	8	0.6%
48095	8	0.6%
49037	8	0.6%
47541	8	0.6%
Other values (464)	749	60.2%
(Missing)	399	32.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46015	3	0.2%
46022	1	0.1%
46024	2	0.2%
46056	1	0.1%
46063	1	0.1%
46070	1	0.1%
46072	1	0.1%
46073	1	0.1%
46080	1	0.1%
46213	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	1200
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	27
Median length	24
Mean length	8.1254019
Min length	2

Characters and Unicode

Total characters	10108
Distinct characters	487
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	1160 ?
Unique (%)	93.2%

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	89	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%
부산	3	0.2%
주)환태평양고속관광	3	0.2%
Other values (1255)	1312	88.1%

Most occurring characters

Value	Count	Frequency (%)
주	863	8.5%
)	767	7.6%
(	767	7.6%
여	507	5.0%
행	505	5.0%
사	501	5.0%
어	410	4.1%
투	403	4.0%
	246	2.4%
광	178	1.8%
Other values (477)	4961	49.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8133	80.5%
Close Punctuation	767	7.6%
Open Punctuation	767	7.6%
Space Separator	246	2.4%
Uppercase Letter	116	1.1%
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	863	10.6%
여	507	6.2%
행	505	6.2%
사	501	6.2%
어	410	5.0%
투	403	5.0%
광	178	2.2%
관	174	2.1%
스	170	2.1%
이	170	2.1%
Other values (423)	4252	52.3%

Uppercase Letter

Value	Count	Frequency (%)
T	24	20.7%
O	13	11.2%
B	7	6.0%
L	6	5.2%
W	6	5.2%
U	6	5.2%
R	6	5.2%
H	6	5.2%
E	5	4.3%
I	5	4.3%
Other values (11)	32	27.6%

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%
b	1	2.6%
n	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 (%)
)	767	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	767	100.0%

Space Separator

Value	Count	Frequency (%)
	246	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	8134	80.5%
Common	1820	18.0%
Latin	154	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	863	10.6%
여	507	6.2%
행	505	6.2%
사	501	6.2%
어	410	5.0%
투	403	5.0%
광	178	2.2%
관	174	2.1%
스	170	2.1%
이	170	2.1%
Other values (424)	4253	52.3%

Latin

Value	Count	Frequency (%)
T	24	15.6%
O	13	8.4%
r	7	4.5%
B	7	4.5%
L	6	3.9%
W	6	3.9%
U	6	3.9%
R	6	3.9%
H	6	3.9%
o	5	3.2%
Other values (29)	68	44.2%

Common

Value	Count	Frequency (%)
)	767	42.1%
(	767	42.1%
	246	13.5%
.	10	0.5%
1	7	0.4%
2	5	0.3%
&	5	0.3%
-	5	0.3%
8	2	0.1%
,	2	0.1%
Other values (4)	4	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8129	80.4%
ASCII	1973	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	863	10.6%
여	507	6.2%
행	505	6.2%
사	501	6.2%
어	410	5.0%
투	403	5.0%
광	178	2.2%
관	174	2.1%
스	170	2.1%
이	170	2.1%
Other values (420)	4248	52.3%

ASCII

Value	Count	Frequency (%)
)	767	38.9%
(	767	38.9%
	246	12.5%
T	24	1.2%
O	13	0.7%
.	10	0.5%
r	7	0.4%
1	7	0.4%
B	7	0.4%
L	6	0.3%
Other values (42)	119	6.0%

Compat Jamo

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

Arrows

Value	Count	Frequency (%)
→	1	100.0%

None

Value	Count	Frequency (%)
㈜	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1214
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0161584 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.0211231 × 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	2.0040615 × 10¹³
Q1	2.0120789 × 10¹³
median	2.0190815 × 10¹³
Q3	2.0210504 × 10¹³
95-th percentile	2.0211123 × 10¹³
Maximum	2.0211231 × 10¹³
Range	1.9021304 × 10¹¹
Interquartile range (IQR)	8.971526 × 10¹⁰

Descriptive statistics

Standard deviation	5.8497713 × 10¹⁰
Coefficient of variation (CV)	0.0029014443
Kurtosis	-0.46749547
Mean	2.0161584 × 10¹³
Median Absolute Deviation (MAD)	2.0285504 × 10¹⁰
Skewness	-0.96034066
Sum	2.508101 × 10¹⁶
Variance	3.4219824 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030127161421	17	1.4%
20030127161348	15	1.2%
20130415160137	1	0.1%
20190611103356	1	0.1%
20201014094421	1	0.1%
20190107143034	1	0.1%
20211231133819	1	0.1%
20210209094038	1	0.1%
20140729132128	1	0.1%
20150723091857	1	0.1%
Other values (1204)	1204	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 (%)
20211231173533	1	0.1%
20211231141520	1	0.1%
20211231133819	1	0.1%
20211230083815	1	0.1%
20211229154614	1	0.1%
20211229152216	1	0.1%
20211228122116	1	0.1%
20211227163243	1	0.1%
20211227163230	1	0.1%
20211227160706	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

U	638
I	606

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	638	51.3%
I	606	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	638	51.3%
i	606	48.7%

데이터갱신일자
Date

Distinct	377
Distinct (%)	30.3%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-01-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
Missing (%)	100.0%
Memory size	11.1 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	886
Distinct (%)	73.5%
Missing	38
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	388385.43

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	380507.37
Q1	385754.48
median	388074.22
Q3	390401.72
95-th percentile	396962.54
Maximum	419502.8
Range	73542.098
Interquartile range (IQR)	4647.2427

Descriptive statistics

Standard deviation	4712.7563
Coefficient of variation (CV)	0.012134225
Kurtosis	7.6055023
Mean	388385.43
Median Absolute Deviation (MAD)	2319.7394
Skewness	-0.28050432
Sum	4.6839283 × 10⁸
Variance	22210072
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	8	0.6%
396180.621244719	7	0.6%
385502.492319657	7	0.6%
388922.806889486	7	0.6%
390930.00670494	6	0.5%
385630.742187332	6	0.5%
Other values (876)	1115	89.6%
(Missing)	38	3.1%

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%
374846.363500608	2	0.2%

Value	Count	Frequency (%)
419502.803661768	1	0.1%
407681.822826568	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%
400815.753437419	1	0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	886
Distinct (%)	73.5%
Missing	38
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	186461.29

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	179648.21
Q1	182464.97
median	186442.19
Q3	189169.68
95-th percentile	194712.99
Maximum	265785.6
Range	91478.456
Interquartile range (IQR)	6704.7097

Descriptive statistics

Standard deviation	5330.3154
Coefficient of variation (CV)	0.028586713
Kurtosis	42.64877
Mean	186461.29
Median Absolute Deviation (MAD)	3176.1329
Skewness	3.3431259
Sum	2.2487232 × 10⁸
Variance	28412262
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	8	0.6%
186522.35047527	7	0.6%
180297.579330876	7	0.6%
188106.837170815	7	0.6%
190723.300222595	6	0.5%
180306.821082315	6	0.5%
Other values (876)	1115	89.6%
(Missing)	38	3.1%

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%
204739.778227028	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%
199051.512822937	1	0.1%

문화체육업종명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

국내여행업	1244

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	1244	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1244	100.0%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	712
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>	712	57.2%
관광사업	532	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	712	57.2%
관광사업	532	42.8%

지역구분명
Categorical

IMBALANCE

Distinct	14
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1018
일반주거지역	62
일반상업지역	41
상업지역	34
근린상업지역	31
Other values (9)	58

Length

Max length	6
Median length	4
Mean length	4.2548232
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>	1018	81.8%
일반주거지역	62	5.0%
일반상업지역	41	3.3%
상업지역	34	2.7%
근린상업지역	31	2.5%
준주거지역	28	2.3%
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	1018	81.8%
일반주거지역	62	5.0%
일반상업지역	41	3.3%
상업지역	34	2.7%
근린상업지역	31	2.5%
준주거지역	28	2.3%
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 (%)	7.0%
Missing	888
Missing (%)	71.4%
Infinite	0
Infinite (%)	0.0%
Mean	3.3820225

Minimum	0
Maximum	54
Zeros	159
Zeros (%)	12.8%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	11.25
Maximum	54
Range	54
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.2919678
Coefficient of variation (CV)	1.8604157
Kurtosis	25.743518
Mean	3.3820225
Median Absolute Deviation (MAD)	2
Skewness	4.4400052
Sum	1204
Variance	39.588859
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	159	12.8%
2	36	2.9%
4	34	2.7%
3	29	2.3%
5	21	1.7%
6	15	1.2%
1	14	1.1%
7	10	0.8%
10	7	0.6%
8	7	0.6%
Other values (15)	24	1.9%
(Missing)	888	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	159	12.8%
1	14	1.1%
2	36	2.9%
3	29	2.3%
4	34	2.7%
5	21	1.7%
6	15	1.2%
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	9.8 KiB

<NA>	1086
기타	85
학교정화(상대)	22
주택가주변	21
아파트지역	19
Other values (3)	11

Length

Max length	8
Median length	4
Mean length	3.9983923
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>	1086	87.3%
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	1086	87.3%
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	1244
Missing (%)	100.0%
Memory size	11.1 KiB

보험기관명
Categorical

Distinct	30
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	451
서울보증보험주식회사	262
서울보증보험	229
한국관광협회중앙회 여행공제회	83
한국관광협회중앙회	63
Other values (25)	156

Length

Max length	19
Median length	16
Mean length	7.159164
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>	451	36.3%
서울보증보험주식회사	262	21.1%
서울보증보험	229	18.4%
한국관광협회중앙회 여행공제회	83	6.7%
한국관광협회중앙회	63	5.1%
한국관광협회	58	4.7%
서울보증보험(주)	20	1.6%
부산광역시관광협회	17	1.4%
한국관광협회중앙회여행공제회	11	0.9%
한국관광협회중앙회 관광공제회	8	0.6%
Other values (20)	42	3.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	451	33.5%
서울보증보험주식회사	262	19.5%
서울보증보험	229	17.0%
한국관광협회중앙회	156	11.6%
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)	41	3.0%

건물용도명
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1002
근린생활시설	169
사무실	53
교육연구시설	6
기타	5
Other values (6)	9

Length

Max length	15
Median length	4
Mean length	4.238746
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>	1002	80.5%
근린생활시설	169	13.6%
사무실	53	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	1002	80.5%
근린생활시설	169	13.6%
사무실	53	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 (%)	6.9%
Missing	865
Missing (%)	69.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.176781

Minimum	0
Maximum	49
Zeros	158
Zeros (%)	12.7%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	11.1
Maximum	49
Range	49
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	5.6561891
Coefficient of variation (CV)	1.7804781
Kurtosis	22.276871
Mean	3.176781
Median Absolute Deviation (MAD)	2
Skewness	4.0853393
Sum	1204
Variance	31.992475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	158	12.7%
2	60	4.8%
3	39	3.1%
4	26	2.1%
5	23	1.8%
1	17	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)	865	69.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	158	12.7%
1	17	1.4%
2	60	4.8%
3	39	3.1%
4	26	2.1%
5	23	1.8%
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 (%)	2.8%
Missing	962
Missing (%)	77.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.56028369

Minimum	0
Maximum	7
Zeros	186
Zeros (%)	15.0%
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	1.0926398
Coefficient of variation (CV)	1.9501547
Kurtosis	10.805155
Mean	0.56028369
Median Absolute Deviation (MAD)	0
Skewness	3.0347724
Sum	158
Variance	1.1938618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	186	15.0%
1	69	5.5%
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)	962	77.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	186	15.0%
1	69	5.5%
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	69	5.5%
0	186	15.0%

객실수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1072
0	172

Length

Max length	4
Median length	4
Mean length	3.585209
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>	1072	86.2%
0	172	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1072	86.2%
0	172	13.8%

건축연면적
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1072
0	172

Length

Max length	4
Median length	4
Mean length	3.585209
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>	1072	86.2%
0	172	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1072	86.2%
0	172	13.8%

영문상호명
Text

MISSING

Distinct	30
Distinct (%)	100.0%
Missing	1214
Missing (%)	97.6%
Memory size	9.8 KiB

Length

Max length	43
Median length	25
Mean length	20.233333
Min length	7

Characters and Unicode

Total characters	607
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	30 ?
Unique (%)	100.0%

Sample

1st row	EMTCO Limited
2nd row	Leaders Tour
3rd row	SEOKWANG Travel
4th row	Bus Tour Travel Agency
5th row	HANJU AIR TRAVEL CO.,LTD

Value	Count	Frequency (%)
tour	14	13.5%
travel	10	9.6%
ltd	7	6.7%
co	7	6.7%
co.,ltd	5	4.8%
agency	4	3.8%
inc	4	3.8%
service	3	2.9%
air	2	1.9%
busan	2	1.9%
Other values (44)	46	44.2%

Most occurring characters

Value	Count	Frequency (%)
	74	12.2%
T	37	6.1%
O	29	4.8%
R	29	4.8%
E	28	4.6%
L	28	4.6%
A	24	4.0%
.	23	3.8%
C	22	3.6%
a	19	3.1%
Other values (42)	294	48.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	331	54.5%
Lowercase Letter	164	27.0%
Space Separator	74	12.2%
Other Punctuation	36	5.9%
Open Punctuation	1	0.2%
Close Punctuation	1	0.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	37	11.2%
O	29	8.8%
R	29	8.8%
E	28	8.5%
L	28	8.5%
A	24	7.3%
C	22	6.6%
S	19	5.7%
U	19	5.7%
I	15	4.5%
Other values (14)	81	24.5%

Lowercase Letter

Value	Count	Frequency (%)
a	19	11.6%
e	17	10.4%
n	17	10.4%
o	16	9.8%
r	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 (%)
	74	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	495	81.5%
Common	112	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	37	7.5%
O	29	5.9%
R	29	5.9%
E	28	5.7%
L	28	5.7%
A	24	4.8%
C	22	4.4%
a	19	3.8%
S	19	3.8%
U	19	3.8%
Other values (36)	241	48.7%

Common

Value	Count	Frequency (%)
	74	66.1%
.	23	20.5%
,	11	9.8%
&	2	1.8%
(	1	0.9%
)	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	607	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	74	12.2%
T	37	6.1%
O	29	4.8%
R	29	4.8%
E	28	4.6%
L	28	4.6%
A	24	4.0%
.	23	3.8%
C	22	3.6%
a	19	3.1%
Other values (42)	294	48.4%

영문상호주소
Categorical

IMBALANCE

Distinct	13
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1214
Domestic travel business	7
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	4.4678457
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>	1214	97.6%
Domestic travel business	7	0.6%
DOMESTIC TRAVEL BUSINESS	4	0.3%
DOMESTIC TRAVEL AGENCY	3	0.2%
Domestic Travel Agency	3	0.2%
Inland Travel Business	3	0.2%
Domestic Traval Agency	3	0.2%
WITHIN A COUNTRY TRAVEL AGENCY	2	0.2%
Domestic Travel Business	1	0.1%
Domestic Travel Industry	1	0.1%
Other values (3)	3	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1214	92.9%
travel	27	2.1%
domestic	23	1.8%
business	16	1.2%
agency	12	0.9%
inland	3	0.2%
traval	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	9.8 KiB

<NA>	1072
0	172

Length

Max length	4
Median length	4
Mean length	3.585209
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>	1072	86.2%
0	172	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1072	86.2%
0	172	13.8%

선박척수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1072
0	172

Length

Max length	4
Median length	4
Mean length	3.585209
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>	1072	86.2%
0	172	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1072	86.2%
0	172	13.8%

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
Missing (%)	100.0%
Memory size	11.1 KiB

무대면적
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1072
0	172

Length

Max length	4
Median length	4
Mean length	3.585209
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>	1072	86.2%
0	172	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1072	86.2%
0	172	13.8%

좌석수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1072
0	172

Length

Max length	4
Median length	4
Mean length	3.585209
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>	1072	86.2%
0	172	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1072	86.2%
0	172	13.8%

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
Missing (%)	100.0%
Memory size	11.1 KiB

회의실별동시수용인원
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1072
0	172

Length

Max length	4
Median length	4
Mean length	3.585209
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>	1072	86.2%
0	172	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1072	86.2%
0	172	13.8%

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	222
Distinct (%)	51.4%
Missing	812
Missing (%)	65.3%
Infinite	0
Infinite (%)	0.0%
Mean	214.67211

Minimum	0
Maximum	43511
Zeros	151
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	30
Q3	66
95-th percentile	172.6
Maximum	43511
Range	43511
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	2289.582
Coefficient of variation (CV)	10.665484
Kurtosis	307.62374
Mean	214.67211
Median Absolute Deviation (MAD)	30
Skewness	16.988249
Sum	92738.35
Variance	5242185.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	151	12.1%
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%
25.0	3	0.2%
39.6	3	0.2%
42.05	3	0.2%
49.5	3	0.2%
Other values (212)	233	18.7%
(Missing)	812	65.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	151	12.1%
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%
268.5	1	0.1%
258.15	1	0.1%
243.34	1	0.1%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
Missing (%)	100.0%
Memory size	11.1 KiB

놀이시설수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1072
0	172

Length

Max length	4
Median length	4
Mean length	3.585209
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>	1072	86.2%
0	172	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1072	86.2%
0	172	13.8%

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
Missing (%)	100.0%
Memory size	11.1 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
Missing (%)	100.0%
Memory size	11.1 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
Missing (%)	100.0%
Memory size	11.1 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
Missing (%)	100.0%
Memory size	11.1 KiB

기획여행보험시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1243
20200205	1

Length

Max length	8
Median length	4
Mean length	4.0032154
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>	1243	99.9%
20200205	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1243	99.9%
20200205	1	0.1%

기획여행보험종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1243
20210204	1

Length

Max length	8
Median length	4
Mean length	4.0032154
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>	1243	99.9%
20210204	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1243	99.9%
20210204	1	0.1%

자본금
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	142
Distinct (%)	16.6%
Missing	391
Missing (%)	31.4%
Infinite	0
Infinite (%)	0.0%
Mean	83542113

Minimum	0
Maximum	6.5122084 × 10⁹
Zeros	41
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	20120
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	2.6250792 × 10⁸
Coefficient of variation (CV)	3.1422226
Kurtosis	456.45638
Mean	83542113
Median Absolute Deviation (MAD)	30000000
Skewness	20.016034
Sum	7.1261422 × 10¹⁰
Variance	6.8910406 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000000	192	15.4%
30000000	108	8.7%
150000000	103	8.3%
100000000	72	5.8%
15000000	60	4.8%
90000000	53	4.3%
0	41	3.3%
45000000	21	1.7%
20000000	16	1.3%
60000000	16	1.3%
Other values (132)	171	13.7%
(Missing)	391	31.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	41	3.3%
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	60	4.8%

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	645
Distinct (%)	78.3%
Missing	420
Missing (%)	33.8%
Infinite	0
Infinite (%)	0.0%
Mean	20186167

Minimum	20021021
Maximum	20211221
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	20021021
5-th percentile	20110830
Q1	20171214
median	20200608
Q3	20210228
95-th percentile	20210827
Maximum	20211221
Range	190200
Interquartile range (IQR)	39013.5

Descriptive statistics

Standard deviation	32095.92
Coefficient of variation (CV)	0.0015899958
Kurtosis	4.0116712
Mean	20186167
Median Absolute Deviation (MAD)	9913.5
Skewness	-1.9195919
Sum	1.6633402 × 10¹⁰
Variance	1.0301481 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210401	9	0.7%
20210201	6	0.5%
20201201	5	0.4%
20210325	5	0.4%
20200625	5	0.4%
20210101	5	0.4%
20190705	4	0.3%
20210805	4	0.3%
20210113	4	0.3%
20200723	4	0.3%
Other values (635)	773	62.1%
(Missing)	420	33.8%

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 (%)
20211221	1	0.1%
20211207	1	0.1%
20211205	2	0.2%
20211128	1	0.1%
20211117	3	0.2%
20211113	1	0.1%
20211111	1	0.1%
20211105	1	0.1%
20211028	1	0.1%
20211026	1	0.1%

보험종료일자
Real number (ℝ)

MISSING

Distinct	638
Distinct (%)	77.3%
Missing	419
Missing (%)	33.7%
Infinite	0
Infinite (%)	0.0%
Mean	20198758

Minimum	20031021
Maximum	21210810
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	20031021
5-th percentile	20121039
Q1	20190108
median	20210612
Q3	20220304
95-th percentile	20220831
Maximum	21210810
Range	1179789
Interquartile range (IQR)	30196

Descriptive statistics

Standard deviation	59284.52
Coefficient of variation (CV)	0.0029350577
Kurtosis	205.23563
Mean	20198758
Median Absolute Deviation (MAD)	9918
Skewness	11.767065
Sum	1.6663976 × 10¹⁰
Variance	3.5146543 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20220331	8	0.6%
20211130	6	0.5%
20211231	6	0.5%
20220705	5	0.4%
20220131	5	0.4%
20220322	4	0.3%
20220223	4	0.3%
20210630	4	0.3%
20210624	4	0.3%
20200704	4	0.3%
Other values (628)	775	62.3%
(Missing)	419	33.7%

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 (%)
21210810	1	0.1%
21210714	1	0.1%
20240301	1	0.1%
20230321	1	0.1%
20221220	1	0.1%
20221207	1	0.1%
20221204	2	0.2%
20221127	1	0.1%
20221117	1	0.1%
20221116	2	0.2%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
Missing (%)	100.0%
Memory size	11.1 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	130
Distinct (%)	30.1%
Missing	812
Missing (%)	65.3%
Infinite	0
Infinite (%)	0.0%
Mean	214.6875

Minimum	0
Maximum	43511
Zeros	151
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	30
Q3	66
95-th percentile	173.1
Maximum	43511
Range	43511
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	2289.5831
Coefficient of variation (CV)	10.664725
Kurtosis	307.62272
Mean	214.6875
Median Absolute Deviation (MAD)	30
Skewness	16.98821
Sum	92745
Variance	5242190.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	151	12.1%
33	16	1.3%
50	11	0.9%
20	9	0.7%
30	9	0.7%
66	8	0.6%
40	7	0.6%
15	6	0.5%
32	5	0.4%
42	5	0.4%
Other values (120)	205	16.5%
(Missing)	812	65.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	151	12.1%
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	2	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%
269	1	0.1%
258	1	0.1%
243	1	0.1%

Unnamed: 63
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1244
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
1234	1235	국내여행업	03_12_01_P	3400000	CDFI2260012016000001	20150330	<NA>	3	폐업	3	폐업	20191007	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 기장군 기장읍 대라리 147번지	부산광역시 기장군 기장읍 대청로36번길 51-5	46073	(주)가온누리씨엔에스	20191007130257	U	2019-10-09 02:40:00.0	<NA>	401510.613963	195172.281033	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>	49325123	20170808	20180807	<NA>	<NA>	<NA>
1235	1236	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>
1236	1237	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>
1237	1238	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>
1238	1239	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>
1239	1240	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>
1240	1241	국내여행업	03_12_01_P	3400000	CDFI2260012020000002	20191114	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 기장군 정관읍 방곡리 260 창성영양탕	부산광역시 기장군 정관읍 정관덕산길 32-1	46022	대박여행사	20210521111323	U	2021-05-23 02:40:00.0	<NA>	398474.668503	204739.778227	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	20201112	20211111	<NA>	<NA>	<NA>
1241	1242	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>
1242	1243	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>
1243	1244	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>

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