gimi9 Pandas Profiling

Dataset statistics

Number of variables	64
Number of observations	1229
Missing cells	36444
Missing cells (%)	46.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	668.6 KiB
Average record size in memory	557.1 B

Variable types

Numeric	19
Categorical	17
Text	6
Unsupported	21
DateTime	1

Dataset

Description	2021-06-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123072

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`문화체육업종명` has constant value ""	Constant
`상세영업상태명` is highly imbalanced (52.0%)	Imbalance
`휴업시작일자` is highly imbalanced (98.2%)	Imbalance
`휴업종료일자` is highly imbalanced (98.2%)	Imbalance
`지역구분명` is highly imbalanced (68.3%)	Imbalance
`주변환경명` is highly imbalanced (72.9%)	Imbalance
`건물용도명` is highly imbalanced (71.5%)	Imbalance
`영문상호주소` is highly imbalanced (93.5%)	Imbalance
`기획여행보험시작일자` is highly imbalanced (99.0%)	Imbalance
`기획여행보험종료일자` is highly imbalanced (99.0%)	Imbalance
`인허가취소일자` has 1183 (96.3%) missing values	Missing
`폐업일자` has 629 (51.2%) missing values	Missing
`재개업일자` has 1229 (100.0%) missing values	Missing
`소재지전화` has 291 (23.7%) missing values	Missing
`소재지면적` has 1229 (100.0%) missing values	Missing
`소재지우편번호` has 557 (45.3%) missing values	Missing
`도로명전체주소` has 56 (4.6%) missing values	Missing
`도로명우편번호` has 400 (32.5%) missing values	Missing
`업태구분명` has 1229 (100.0%) missing values	Missing
`좌표정보(x)` has 36 (2.9%) missing values	Missing
`좌표정보(y)` has 36 (2.9%) missing values	Missing
`총층수` has 1014 (82.5%) missing values	Missing
`제작취급품목내용` has 1229 (100.0%) missing values	Missing
`지상층수` has 992 (80.7%) missing values	Missing
`지하층수` has 1106 (90.0%) missing values	Missing
`객실수` has 1229 (100.0%) missing values	Missing
`건축연면적` has 1229 (100.0%) missing values	Missing
`영문상호명` has 1200 (97.6%) missing values	Missing
`선박총톤수` has 1229 (100.0%) missing values	Missing
`선박척수` has 1229 (100.0%) missing values	Missing
`선박제원` has 1229 (100.0%) missing values	Missing
`무대면적` has 1229 (100.0%) missing values	Missing
`좌석수` has 1229 (100.0%) missing values	Missing
`기념품종류` has 1229 (100.0%) missing values	Missing
`회의실별동시수용인원` has 1229 (100.0%) missing values	Missing
`시설면적` has 930 (75.7%) missing values	Missing
`놀이기구수내역` has 1229 (100.0%) missing values	Missing
`놀이시설수` has 1229 (100.0%) missing values	Missing
`방송시설유무` has 1229 (100.0%) missing values	Missing
`발전시설유무` has 1229 (100.0%) missing values	Missing
`의무실유무` has 1229 (100.0%) missing values	Missing
`안내소유무` has 1229 (100.0%) missing values	Missing
`자본금` has 432 (35.2%) missing values	Missing
`보험시작일자` has 422 (34.3%) missing values	Missing
`보험종료일자` has 421 (34.3%) missing values	Missing
`부대시설내역` has 1229 (100.0%) missing values	Missing
`시설규모` has 930 (75.7%) missing values	Missing
`Unnamed: 63` has 1229 (100.0%) missing values	Missing
`번호` has unique values	Unique
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업태구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`제작취급품목내용` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`객실수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건축연면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박총톤수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박척수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박제원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`무대면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`좌석수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기념품종류` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`회의실별동시수용인원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`놀이기구수내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`놀이시설수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`방송시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`발전시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`의무실유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`안내소유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`부대시설내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 63` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총층수` has 17 (1.4%) zeros	Zeros
`지상층수` has 16 (1.3%) zeros	Zeros
`지하층수` has 26 (2.1%) zeros	Zeros
`시설면적` has 18 (1.5%) zeros	Zeros
`시설규모` has 18 (1.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 06:50:45.702320
Analysis finished	2024-04-16 06:50:46.770811
Duration	1.07 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1229
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	615

Minimum	1
Maximum	1229
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	1
5-th percentile	62.4
Q1	308
median	615
Q3	922
95-th percentile	1167.6
Maximum	1229
Range	1228
Interquartile range (IQR)	614

Descriptive statistics

Standard deviation	354.92605
Coefficient of variation (CV)	0.57711553
Kurtosis	-1.2
Mean	615
Median Absolute Deviation (MAD)	307
Skewness	0
Sum	755835
Variance	125972.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
818	1	0.1%
825	1	0.1%
824	1	0.1%
823	1	0.1%
822	1	0.1%
821	1	0.1%
820	1	0.1%
819	1	0.1%
817	1	0.1%
Other values (1219)	1219	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 (%)
1229	1	0.1%
1228	1	0.1%
1227	1	0.1%
1226	1	0.1%
1225	1	0.1%
1224	1	0.1%
1223	1	0.1%
1222	1	0.1%
1221	1	0.1%
1220	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

국내여행업	1229

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	1229	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1229	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

03_12_01_P	1229

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	1229	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_12_01_p	1229	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3310057

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 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	41041.966
Coefficient of variation (CV)	0.012399172
Kurtosis	-0.84029524
Mean	3310057
Median Absolute Deviation (MAD)	30000
Skewness	0.37733235
Sum	4.06806 × 10⁹
Variance	1.684443 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	268	21.8%
3250000	143	11.6%
3330000	140	11.4%
3270000	131	10.7%
3300000	101	8.2%
3370000	95	7.7%
3310000	71	5.8%
3350000	61	5.0%
3380000	57	4.6%
3340000	39	3.2%
Other values (6)	123	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	143	11.6%
3260000	12	1.0%
3270000	131	10.7%
3280000	13	1.1%
3290000	268	21.8%
3300000	101	8.2%
3310000	71	5.8%
3320000	33	2.7%
3330000	140	11.4%
3340000	39	3.2%

Value	Count	Frequency (%)
3400000	13	1.1%
3390000	35	2.8%
3380000	57	4.6%
3370000	95	7.7%
3360000	17	1.4%
3350000	61	5.0%
3340000	39	3.2%
3330000	140	11.4%
3320000	33	2.7%
3310000	71	5.8%

관리번호
Text

Distinct	354
Distinct (%)	28.8%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Length

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

Characters and Unicode

Total characters	24580
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	111 ?
Unique (%)	9.0%

Sample

1st row	CDFI2260012007000013
2nd row	CDFI2260012019000002
3rd row	CDFI2260012019000006
4th row	CDFI2260011997000006
5th row	CDFI2260011994000001

Value	Count	Frequency (%)
cdfi2260012019000001	15	1.2%
cdfi2260012011000001	15	1.2%
cdfi2260012020000001	14	1.1%
cdfi2260012019000002	14	1.1%
cdfi2260012016000001	13	1.1%
cdfi2260012001000001	12	1.0%
cdfi2260012017000001	12	1.0%
cdfi2260012016000002	12	1.0%
cdfi2260012020000002	12	1.0%
cdfi2260012017000002	12	1.0%
Other values (344)	1098	89.3%

Most occurring characters

Value	Count	Frequency (%)
0	10107	41.1%
2	3980	16.2%
1	2537	10.3%
6	1465	6.0%
C	1229	5.0%
D	1229	5.0%
F	1229	5.0%
I	1229	5.0%
9	439	1.8%
4	246	1.0%
Other values (4)	890	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19664	80.0%
Uppercase Letter	4916	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10107	51.4%
2	3980	20.2%
1	2537	12.9%
6	1465	7.5%
9	439	2.2%
4	246	1.3%
5	244	1.2%
3	239	1.2%
7	232	1.2%
8	175	0.9%

Uppercase Letter

Value	Count	Frequency (%)
C	1229	25.0%
D	1229	25.0%
F	1229	25.0%
I	1229	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19664	80.0%
Latin	4916	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10107	51.4%
2	3980	20.2%
1	2537	12.9%
6	1465	7.5%
9	439	2.2%
4	246	1.3%
5	244	1.2%
3	239	1.2%
7	232	1.2%
8	175	0.9%

Latin

Value	Count	Frequency (%)
C	1229	25.0%
D	1229	25.0%
F	1229	25.0%
I	1229	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24580	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10107	41.1%
2	3980	16.2%
1	2537	10.3%
6	1465	6.0%
C	1229	5.0%
D	1229	5.0%
F	1229	5.0%
I	1229	5.0%
9	439	1.8%
4	246	1.0%
Other values (4)	890	3.6%

인허가일자
Real number (ℝ)

Distinct	1084
Distinct (%)	88.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20094343

Minimum	19840924
Maximum	20210414
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	19840924
5-th percentile	19970417
Q1	20041116
median	20101020
Q3	20151012
95-th percentile	20191080
Maximum	20210414
Range	369490
Interquartile range (IQR)	109896

Descriptive statistics

Standard deviation	71708.422
Coefficient of variation (CV)	0.0035685875
Kurtosis	-0.46017137
Mean	20094343
Median Absolute Deviation (MAD)	50616
Skewness	-0.47769259
Sum	2.4695948 × 10¹⁰
Variance	5.1420978 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190328	5	0.4%
20051123	4	0.3%
20000323	3	0.2%
20060508	3	0.2%
20180628	3	0.2%
20160831	3	0.2%
20160129	3	0.2%
20110310	3	0.2%
20151006	3	0.2%
20160729	3	0.2%
Other values (1074)	1196	97.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19840924	1	0.1%
19861025	1	0.1%
19890220	1	0.1%
19890710	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%

Value	Count	Frequency (%)
20210414	1	0.1%
20210330	1	0.1%
20210323	1	0.1%
20210318	1	0.1%
20210308	1	0.1%
20210222	1	0.1%
20210205	1	0.1%
20210113	1	0.1%
20210112	1	0.1%
20210107	1	0.1%

인허가취소일자
Real number (ℝ)

MISSING

Distinct	40
Distinct (%)	87.0%
Missing	1183
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	10.9 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%
20190515	2	0.2%
20141007	2	0.2%
20170424	2	0.2%
20170705	2	0.2%
20070123	1	0.1%
20080813	1	0.1%
20040902	1	0.1%
20030822	1	0.1%
20151117	1	0.1%
Other values (30)	30	2.4%
(Missing)	1183	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	9.7 KiB

3	596
1	562
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	596	48.5%
1	562	45.7%
4	66	5.4%
2	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	596	48.5%
1	562	45.7%
4	66	5.4%
2	5	0.4%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

폐업	596
영업/정상	562
취소/말소/만료/정지/중지	66
휴업	5

Length

Max length	14
Median length	5
Mean length	4.0162734
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	596	48.5%
영업/정상	562	45.7%
취소/말소/만료/정지/중지	66	5.4%
휴업	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	596	48.5%
영업/정상	562	45.7%
취소/말소/만료/정지/중지	66	5.4%
휴업	5	0.4%

상세영업상태코드
Real number (ℝ)

Distinct	7
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.0781123

Minimum	2
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	7.1646811
Coefficient of variation (CV)	0.78922588
Kurtosis	2.2132499
Mean	9.0781123
Median Absolute Deviation (MAD)	10
Skewness	1.3540068
Sum	11157
Variance	51.332656
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	596	48.5%
13	562	45.7%
31	45	3.7%
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	596	48.5%
13	562	45.7%
30	15	1.2%
31	45	3.7%
33	1	0.1%
35	5	0.4%

Value	Count	Frequency (%)
35	5	0.4%
33	1	0.1%
31	45	3.7%
30	15	1.2%
13	562	45.7%
3	596	48.5%
2	5	0.4%

상세영업상태명
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

폐업	596
영업중	562
등록취소	45
허가취소	15
휴업	5
Other values (2)	6

Length

Max length	4
Median length	3
Mean length	2.5646867
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	596	48.5%
영업중	562	45.7%
등록취소	45	3.7%
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	596	48.5%
영업중	562	45.7%
등록취소	45	3.7%
허가취소	15	1.2%
휴업	5	0.4%
직권말소	5	0.4%
지정취소	1	0.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	539
Distinct (%)	89.8%
Missing	629
Missing (%)	51.2%
Infinite	0
Infinite (%)	0.0%
Mean	20115580

Minimum	19971211
Maximum	20210405
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	19971211
5-th percentile	20010522
Q1	20070196
median	20120670
Q3	20170540
95-th percentile	20200630
Maximum	20210405
Range	239194
Interquartile range (IQR)	100343.5

Descriptive statistics

Standard deviation	60514.206
Coefficient of variation (CV)	0.0030083252
Kurtosis	-1.0401098
Mean	20115580
Median Absolute Deviation (MAD)	50148
Skewness	-0.2569947
Sum	1.2069348 × 10¹⁰
Variance	3.6619691 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000111	9	0.7%
20001129	5	0.4%
20190630	3	0.2%
20150723	3	0.2%
20190709	3	0.2%
20130325	2	0.2%
20130130	2	0.2%
20160801	2	0.2%
20100730	2	0.2%
20080114	2	0.2%
Other values (529)	567	46.1%
(Missing)	629	51.2%

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 (%)
20210405	1	0.1%
20210305	1	0.1%
20210216	1	0.1%
20210203	1	0.1%
20210201	1	0.1%
20210127	1	0.1%
20210112	1	0.1%
20210104	1	0.1%
20201229	1	0.1%
20201221	1	0.1%

휴업시작일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1224
20210101	1
20201201	1
20200401	1
20130510	1

Length

Max length	8
Median length	4
Mean length	4.0162734
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>	1224	99.6%
20210101	1	0.1%
20201201	1	0.1%
20200401	1	0.1%
20130510	1	0.1%
20130902	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1224	99.6%
20210101	1	0.1%
20201201	1	0.1%
20200401	1	0.1%
20130510	1	0.1%
20130902	1	0.1%

휴업종료일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1224
20211231	1
20211130	1
20210930	1
20140509	1

Length

Max length	8
Median length	4
Mean length	4.0162734
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>	1224	99.6%
20211231	1	0.1%
20211130	1	0.1%
20210930	1	0.1%
20140509	1	0.1%
20140904	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1224	99.6%
20211231	1	0.1%
20211130	1	0.1%
20210930	1	0.1%
20140509	1	0.1%
20140904	1	0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

소재지전화
Text

MISSING

Distinct	905
Distinct (%)	96.5%
Missing	291
Missing (%)	23.7%
Memory size	9.7 KiB

Length

Max length	18
Median length	12
Mean length	10.589552
Min length	1

Characters and Unicode

Total characters	9933
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	876 ?
Unique (%)	93.4%

Sample

1st row	469-7731
2nd row	051241 0909
3rd row	051-464-6464
4th row	254-4061
5th row	246-1003

Value	Count	Frequency (%)
051	35	3.5%
	5	0.5%
740-6353	3	0.3%
868-3131	2	0.2%
809	2	0.2%
261	2	0.2%
808-2211	2	0.2%
051-743-1159	2	0.2%
051-817-3060	2	0.2%
051-311-2133	2	0.2%
Other values (924)	946	94.3%

Most occurring characters

Value	Count	Frequency (%)
0	1565	15.8%
-	1410	14.2%
1	1327	13.4%
5	1296	13.0%
6	745	7.5%
8	712	7.2%
4	673	6.8%
2	630	6.3%
7	611	6.2%
3	488	4.9%
Other values (6)	476	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8428	84.8%
Dash Punctuation	1410	14.2%
Space Separator	65	0.7%
Close Punctuation	16	0.2%
Other Punctuation	10	0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1565	18.6%
1	1327	15.7%
5	1296	15.4%
6	745	8.8%
8	712	8.4%
4	673	8.0%
2	630	7.5%
7	611	7.2%
3	488	5.8%
9	381	4.5%

Other Punctuation

Value	Count	Frequency (%)
.	7	70.0%
,	3	30.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1410	100.0%

Space Separator

Value	Count	Frequency (%)
	65	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	9933	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1565	15.8%
-	1410	14.2%
1	1327	13.4%
5	1296	13.0%
6	745	7.5%
8	712	7.2%
4	673	6.8%
2	630	6.3%
7	611	6.2%
3	488	4.9%
Other values (6)	476	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9933	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1565	15.8%
-	1410	14.2%
1	1327	13.4%
5	1296	13.0%
6	745	7.5%
8	712	7.2%
4	673	6.8%
2	630	6.3%
7	611	6.2%
3	488	4.9%
Other values (6)	476	4.8%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	312
Distinct (%)	46.4%
Missing	557
Missing (%)	45.3%
Infinite	0
Infinite (%)	0.0%
Mean	609774.1

Minimum	600011
Maximum	701814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	600011
5-th percentile	600100
Q1	602812.25
median	611802
Q3	614820.25
95-th percentile	616852
Maximum	701814
Range	101803
Interquartile range (IQR)	12008

Descriptive statistics

Standard deviation	7779.133
Coefficient of variation (CV)	0.012757401
Kurtosis	49.165421
Mean	609774.1
Median Absolute Deviation (MAD)	3058.5
Skewness	4.6128694
Sum	4.097682 × 10⁸
Variance	60514910
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600815	17	1.4%
614854	16	1.3%
614849	11	0.9%
614844	11	0.9%
601839	10	0.8%
612824	10	0.8%
607827	10	0.8%
614828	9	0.7%
601715	9	0.7%
607829	8	0.7%
Other values (302)	561	45.6%
(Missing)	557	45.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	0.1%
600012	2	0.2%
600013	4	0.3%
600014	6	0.5%
600015	3	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	1164
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Length

Max length	46
Median length	39
Mean length	26.053702
Min length	12

Characters and Unicode

Total characters	32020
Distinct characters	381
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	1113 ?
Unique (%)	90.6%

Sample

1st row	부산광역시 중구 중앙동4가 53-30
2nd row	부산광역시 중구 남포동4가 44-3번지
3rd row	부산광역시 중구 중앙동4가 15-3번지
4th row	부산광역시 중구 남포동5가 39-6번지
5th row	부산광역시 중구 남포동6가 113-1번지

Value	Count	Frequency (%)
부산광역시	1226	20.0%
부산진구	268	4.4%
중구	143	2.3%
해운대구	140	2.3%
동구	132	2.2%
동래구	102	1.7%
부전동	95	1.6%
연제구	95	1.6%
초량동	91	1.5%
남구	70	1.1%
Other values (1781)	3766	61.5%

Most occurring characters

Value	Count	Frequency (%)
	4899	15.3%
부	1667	5.2%
산	1616	5.0%
1	1608	5.0%
동	1576	4.9%
시	1269	4.0%
광	1260	3.9%
구	1242	3.9%
역	1235	3.9%
-	1081	3.4%
Other values (371)	14567	45.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18894	59.0%
Decimal Number	6868	21.4%
Space Separator	4899	15.3%
Dash Punctuation	1081	3.4%
Uppercase Letter	136	0.4%
Lowercase Letter	98	0.3%
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	1667	8.8%
산	1616	8.6%
동	1576	8.3%
시	1269	6.7%
광	1260	6.7%
구	1242	6.6%
역	1235	6.5%
지	813	4.3%
번	775	4.1%
호	377	2.0%
Other values (317)	7064	37.4%

Uppercase Letter

Value	Count	Frequency (%)
S	26	19.1%
T	16	11.8%
K	13	9.6%
A	11	8.1%
B	11	8.1%
C	10	7.4%
E	7	5.1%
I	6	4.4%
O	6	4.4%
H	5	3.7%
Other values (10)	25	18.4%

Lowercase Letter

Value	Count	Frequency (%)
e	21	21.4%
o	13	13.3%
l	8	8.2%
i	7	7.1%
p	7	7.1%
d	6	6.1%
x	6	6.1%
w	6	6.1%
m	6	6.1%
a	6	6.1%
Other values (7)	12	12.2%

Decimal Number

Value	Count	Frequency (%)
1	1608	23.4%
2	951	13.8%
3	755	11.0%
4	682	9.9%
0	649	9.4%
5	507	7.4%
7	477	6.9%
8	461	6.7%
6	453	6.6%
9	325	4.7%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	4899	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1081	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	18894	59.0%
Common	12892	40.3%
Latin	234	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1667	8.8%
산	1616	8.6%
동	1576	8.3%
시	1269	6.7%
광	1260	6.7%
구	1242	6.6%
역	1235	6.5%
지	813	4.3%
번	775	4.1%
호	377	2.0%
Other values (317)	7064	37.4%

Latin

Value	Count	Frequency (%)
S	26	11.1%
e	21	9.0%
T	16	6.8%
K	13	5.6%
o	13	5.6%
A	11	4.7%
B	11	4.7%
C	10	4.3%
l	8	3.4%
E	7	3.0%
Other values (27)	98	41.9%

Common

Value	Count	Frequency (%)
	4899	38.0%
1	1608	12.5%
-	1081	8.4%
2	951	7.4%
3	755	5.9%
4	682	5.3%
0	649	5.0%
5	507	3.9%
7	477	3.7%
8	461	3.6%
Other values (7)	822	6.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18894	59.0%
ASCII	13126	41.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4899	37.3%
1	1608	12.3%
-	1081	8.2%
2	951	7.2%
3	755	5.8%
4	682	5.2%
0	649	4.9%
5	507	3.9%
7	477	3.6%
8	461	3.5%
Other values (44)	1056	8.0%

Hangul

Value	Count	Frequency (%)
부	1667	8.8%
산	1616	8.6%
동	1576	8.3%
시	1269	6.7%
광	1260	6.7%
구	1242	6.6%
역	1235	6.5%
지	813	4.3%
번	775	4.1%
호	377	2.0%
Other values (317)	7064	37.4%

도로명전체주소
Text

MISSING

Distinct	1132
Distinct (%)	96.5%
Missing	56
Missing (%)	4.6%
Memory size	9.7 KiB

Length

Max length	57
Median length	48
Mean length	33.389599
Min length	21

Characters and Unicode

Total characters	39166
Distinct characters	416
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	1099 ?
Unique (%)	93.7%

Sample

1st row	부산광역시 중구 중앙대로81번길 2 (중앙동4가)
2nd row	부산광역시 중구 자갈치해안로 60 (남포동4가)
3rd row	부산광역시 중구 충장대로 24, 부산항연안여객터미널 1층 (중앙동4가)
4th row	부산광역시 중구 중구로 2 (남포동5가)
5th row	부산광역시 중구 구덕로 87-1 (남포동6가)

Value	Count	Frequency (%)
부산광역시	1171	15.9%
부산진구	251	3.4%
중앙대로	173	2.3%
중구	141	1.9%
해운대구	138	1.9%
2층	120	1.6%
동구	117	1.6%
동래구	99	1.3%
연제구	95	1.3%
부전동	71	1.0%
Other values (1827)	4999	67.8%

Most occurring characters

Value	Count	Frequency (%)
	6474	16.5%
동	1631	4.2%
부	1626	4.2%
산	1557	4.0%
1	1402	3.6%
시	1260	3.2%
광	1230	3.1%
,	1224	3.1%
구	1203	3.1%
역	1179	3.0%
Other values (406)	20380	52.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22572	57.6%
Space Separator	6474	16.5%
Decimal Number	6137	15.7%
Other Punctuation	1230	3.1%
Open Punctuation	1171	3.0%
Close Punctuation	1171	3.0%
Dash Punctuation	168	0.4%
Uppercase Letter	142	0.4%
Lowercase Letter	99	0.3%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1631	7.2%
부	1626	7.2%
산	1557	6.9%
시	1260	5.6%
광	1230	5.4%
구	1203	5.3%
역	1179	5.2%
로	1178	5.2%
대	801	3.5%
중	544	2.4%
Other values (352)	10363	45.9%

Uppercase Letter

Value	Count	Frequency (%)
S	26	18.3%
K	14	9.9%
B	14	9.9%
T	14	9.9%
C	12	8.5%
A	12	8.5%
E	8	5.6%
I	6	4.2%
H	6	4.2%
O	5	3.5%
Other values (10)	25	17.6%

Lowercase Letter

Value	Count	Frequency (%)
e	22	22.2%
o	13	13.1%
l	8	8.1%
p	7	7.1%
i	7	7.1%
a	6	6.1%
m	6	6.1%
n	6	6.1%
d	6	6.1%
w	6	6.1%
Other values (7)	12	12.1%

Decimal Number

Value	Count	Frequency (%)
1	1402	22.8%
2	963	15.7%
3	759	12.4%
0	664	10.8%
4	502	8.2%
5	445	7.3%
6	414	6.7%
7	359	5.8%
8	327	5.3%
9	302	4.9%

Other Punctuation

Value	Count	Frequency (%)
,	1224	99.5%
/	6	0.5%

Space Separator

Value	Count	Frequency (%)
	6474	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1171	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1171	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	168	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22572	57.6%
Common	16353	41.8%
Latin	241	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1631	7.2%
부	1626	7.2%
산	1557	6.9%
시	1260	5.6%
광	1230	5.4%
구	1203	5.3%
역	1179	5.2%
로	1178	5.2%
대	801	3.5%
중	544	2.4%
Other values (352)	10363	45.9%

Latin

Value	Count	Frequency (%)
S	26	10.8%
e	22	9.1%
K	14	5.8%
B	14	5.8%
T	14	5.8%
o	13	5.4%
C	12	5.0%
A	12	5.0%
E	8	3.3%
l	8	3.3%
Other values (27)	98	40.7%

Common

Value	Count	Frequency (%)
	6474	39.6%
1	1402	8.6%
,	1224	7.5%
(	1171	7.2%
)	1171	7.2%
2	963	5.9%
3	759	4.6%
0	664	4.1%
4	502	3.1%
5	445	2.7%
Other values (7)	1578	9.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22572	57.6%
ASCII	16594	42.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6474	39.0%
1	1402	8.4%
,	1224	7.4%
(	1171	7.1%
)	1171	7.1%
2	963	5.8%
3	759	4.6%
0	664	4.0%
4	502	3.0%
5	445	2.7%
Other values (44)	1819	11.0%

Hangul

Value	Count	Frequency (%)
동	1631	7.2%
부	1626	7.2%
산	1557	6.9%
시	1260	5.6%
광	1230	5.4%
구	1203	5.3%
역	1179	5.2%
로	1178	5.2%
대	801	3.5%
중	544	2.4%
Other values (352)	10363	45.9%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	467
Distinct (%)	56.3%
Missing	400
Missing (%)	32.5%
Infinite	0
Infinite (%)	0.0%
Mean	103610.72

Minimum	46015
Maximum	618142
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	46015
5-th percentile	46298.4
Q1	47257
median	48082
Q3	48821
95-th percentile	612057
Maximum	618142
Range	572127
Interquartile range (IQR)	1564

Descriptive statistics

Standard deviation	168312.13
Coefficient of variation (CV)	1.6244663
Kurtosis	5.2611869
Mean	103610.72
Median Absolute Deviation (MAD)	819
Skewness	2.692086
Sum	85893290
Variance	2.8328972 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47216	19	1.5%
48924	11	0.9%
47257	11	0.9%
47246	10	0.8%
48059	10	0.8%
48508	9	0.7%
48092	9	0.7%
48095	9	0.7%
47541	8	0.7%
48741	8	0.7%
Other values (457)	725	59.0%
(Missing)	400	32.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46015	2	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	1185
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Length

Max length	27
Median length	24
Mean length	8.1334418
Min length	2

Characters and Unicode

Total characters	9996
Distinct characters	480
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	1145 ?
Unique (%)	93.2%

Sample

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

Value	Count	Frequency (%)
주식회사	82	5.6%
여행사	29	2.0%
투어	16	1.1%
주	15	1.0%
tour	6	0.4%
여행	6	0.4%
부산투어	5	0.3%
협동조합	5	0.3%
테마위크여행사	3	0.2%
주)환태평양고속관광	3	0.2%
Other values (1240)	1296	88.4%

Most occurring characters

Value	Count	Frequency (%)
주	857	8.6%
(	766	7.7%
)	766	7.7%
여	509	5.1%
행	507	5.1%
사	496	5.0%
어	404	4.0%
투	398	4.0%
	237	2.4%
광	180	1.8%
Other values (470)	4876	48.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8037	80.4%
Open Punctuation	766	7.7%
Close Punctuation	766	7.7%
Space Separator	237	2.4%
Uppercase Letter	115	1.2%
Lowercase Letter	34	0.3%
Other Punctuation	18	0.2%
Decimal Number	15	0.2%
Dash Punctuation	5	0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	857	10.7%
여	509	6.3%
행	507	6.3%
사	496	6.2%
어	404	5.0%
투	398	5.0%
광	180	2.2%
관	176	2.2%
스	167	2.1%
이	165	2.1%
Other values (417)	4178	52.0%

Uppercase Letter

Value	Count	Frequency (%)
T	23	20.0%
O	13	11.3%
B	7	6.1%
R	6	5.2%
W	6	5.2%
L	6	5.2%
H	6	5.2%
U	6	5.2%
J	5	4.3%
E	5	4.3%
Other values (11)	32	27.8%

Lowercase Letter

Value	Count	Frequency (%)
r	6	17.6%
o	5	14.7%
t	3	8.8%
u	3	8.8%
s	2	5.9%
i	2	5.9%
e	2	5.9%
a	2	5.9%
c	1	2.9%
k	1	2.9%
Other values (7)	7	20.6%

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%

Open Punctuation

Value	Count	Frequency (%)
(	766	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	766	100.0%

Space Separator

Value	Count	Frequency (%)
	237	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	8038	80.4%
Common	1809	18.1%
Latin	149	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	857	10.7%
여	509	6.3%
행	507	6.3%
사	496	6.2%
어	404	5.0%
투	398	5.0%
광	180	2.2%
관	176	2.2%
스	167	2.1%
이	165	2.1%
Other values (418)	4179	52.0%

Latin

Value	Count	Frequency (%)
T	23	15.4%
O	13	8.7%
B	7	4.7%
r	6	4.0%
R	6	4.0%
W	6	4.0%
L	6	4.0%
H	6	4.0%
U	6	4.0%
J	5	3.4%
Other values (28)	65	43.6%

Common

Value	Count	Frequency (%)
(	766	42.3%
)	766	42.3%
	237	13.1%
.	10	0.6%
1	7	0.4%
&	5	0.3%
2	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	8037	80.4%
ASCII	1957	19.6%
None	1	< 0.1%
Arrows	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	857	10.7%
여	509	6.3%
행	507	6.3%
사	496	6.2%
어	404	5.0%
투	398	5.0%
광	180	2.2%
관	176	2.2%
스	167	2.1%
이	165	2.1%
Other values (417)	4178	52.0%

ASCII

Value	Count	Frequency (%)
(	766	39.1%
)	766	39.1%
	237	12.1%
T	23	1.2%
O	13	0.7%
.	10	0.5%
1	7	0.4%
B	7	0.4%
r	6	0.3%
R	6	0.3%
Other values (41)	116	5.9%

None

Value	Count	Frequency (%)
㈜	1	100.0%

Arrows

Value	Count	Frequency (%)
→	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1199
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0158795 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.021043 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	2.0021018 × 10¹³
5-th percentile	2.0040613 × 10¹³
Q1	2.0120607 × 10¹³
median	2.0190619 × 10¹³
Q3	2.0200828 × 10¹³
95-th percentile	2.0210319 × 10¹³
Maximum	2.021043 × 10¹³
Range	1.8941203 × 10¹¹
Interquartile range (IQR)	8.0221062 × 10¹⁰

Descriptive statistics

Standard deviation	5.6940621 × 10¹⁰
Coefficient of variation (CV)	0.0028246044
Kurtosis	-0.42371347
Mean	2.0158795 × 10¹³
Median Absolute Deviation (MAD)	1.9604952 × 10¹⁰
Skewness	-0.97933905
Sum	2.4775159 × 10¹⁶
Variance	3.2422343 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030127161421	17	1.4%
20030127161348	15	1.2%
20210311140247	1	0.1%
20210310173305	1	0.1%
20210324093655	1	0.1%
20201209105913	1	0.1%
20210224125616	1	0.1%
20210218170340	1	0.1%
20210224125818	1	0.1%
20201005183944	1	0.1%
Other values (1189)	1189	96.7%

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 (%)
20210430162206	1	0.1%
20210430162121	1	0.1%
20210430144001	1	0.1%
20210430143915	1	0.1%
20210430131629	1	0.1%
20210430131533	1	0.1%
20210430113706	1	0.1%
20210429155155	1	0.1%
20210429113536	1	0.1%
20210429102856	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

U	630
I	599

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	I
5th row	U

Common Values

Value	Count	Frequency (%)
U	630	51.3%
I	599	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	630	51.3%
i	599	48.7%

데이터갱신일자
Date

Distinct	350
Distinct (%)	28.5%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-05-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	876
Distinct (%)	73.4%
Missing	36
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	388438.4

Minimum	345960.71
Maximum	419502.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	345960.71
5-th percentile	380541.8
Q1	385793.91
median	388094.77
Q3	390398.05
95-th percentile	396999.33
Maximum	419502.8
Range	73542.098
Interquartile range (IQR)	4604.1406

Descriptive statistics

Standard deviation	4692.8555
Coefficient of variation (CV)	0.012081338
Kurtosis	7.7948823
Mean	388438.4
Median Absolute Deviation (MAD)	2303.2833
Skewness	-0.27198175
Sum	4.6340701 × 10⁸
Variance	22022893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
391411.212179843	15	1.2%
387225.613588405	14	1.1%
385507.640529964	12	1.0%
386093.674147239	11	0.9%
388922.806889486	10	0.8%
396180.621244719	8	0.7%
385502.492319657	7	0.6%
385754.477258744	6	0.5%
387869.134317928	6	0.5%
396962.538162221	6	0.5%
Other values (866)	1098	89.3%
(Missing)	36	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
345960.705739	1	0.1%
370724.725584034	1	0.1%
371478.346756395	1	0.1%
373016.981172454	1	0.1%
373099.680011291	1	0.1%
373506.567424228	1	0.1%
374032.128682044	1	0.1%
374333.199064	1	0.1%
374846.363500608	1	0.1%
375136.600064481	1	0.1%

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	876
Distinct (%)	73.4%
Missing	36
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	186487.37

Minimum	174307.15
Maximum	265785.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	174307.15
5-th percentile	179756.07
Q1	182661.42
median	186453.3
Q3	189115.66
95-th percentile	194684.53
Maximum	265785.6
Range	91478.456
Interquartile range (IQR)	6454.2408

Descriptive statistics

Standard deviation	5298.9614
Coefficient of variation (CV)	0.028414586
Kurtosis	44.04346
Mean	186487.37
Median Absolute Deviation (MAD)	3051.3428
Skewness	3.4034495
Sum	2.2247943 × 10⁸
Variance	28078992
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184052.409245407	15	1.2%
186408.726533861	14	1.1%
180548.792611588	12	1.0%
182068.358104572	11	0.9%
188106.837170815	10	0.8%
186522.35047527	8	0.7%
180297.579330876	7	0.6%
179113.980448494	6	0.5%
186381.28184674	6	0.5%
186759.94170898	6	0.5%
Other values (866)	1098	89.3%
(Missing)	36	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174307.148168245	1	0.1%
174856.056137804	1	0.1%
175087.296427656	2	0.2%
175314.286676535	1	0.1%
176115.246760367	1	0.1%
176897.907425952	1	0.1%
177441.748341131	1	0.1%
177442.817428718	1	0.1%
177503.490301168	1	0.1%
177527.376138393	1	0.1%

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%
204592.491613115	1	0.1%
204214.040987968	1	0.1%
204186.113952008	1	0.1%
199051.512822937	1	0.1%
198984.033259358	1	0.1%

문화체육업종명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

국내여행업	1229

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	1229	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1229	100.0%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	696
관광사업	533

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	관광사업
5th row	관광사업

Common Values

Value	Count	Frequency (%)
<NA>	696	56.6%
관광사업	533	43.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	696	56.6%
관광사업	533	43.4%

지역구분명
Categorical

IMBALANCE

Distinct	14
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1003
일반주거지역	62
일반상업지역	41
상업지역	35
근린상업지역	30
Other values (9)	58

Length

Max length	6
Median length	4
Mean length	4.2563059
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>	1003	81.6%
일반주거지역	62	5.0%
일반상업지역	41	3.3%
상업지역	35	2.8%
근린상업지역	30	2.4%
준주거지역	28	2.3%
주거지역	14	1.1%
준공업지역	7	0.6%
자연녹지지역	4	0.3%
일반공업지역	1	0.1%
Other values (4)	4	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1003	81.6%
일반주거지역	62	5.0%
일반상업지역	41	3.3%
상업지역	35	2.8%
근린상업지역	30	2.4%
준주거지역	28	2.3%
주거지역	14	1.1%
준공업지역	7	0.6%
자연녹지지역	4	0.3%
일반공업지역	1	0.1%
Other values (4)	4	0.3%

총층수
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	11.6%
Missing	1014
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	5.6186047

Minimum	0
Maximum	54
Zeros	17
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	6
95-th percentile	16.2
Maximum	54
Range	54
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	7.2841928
Coefficient of variation (CV)	1.2964416
Kurtosis	18.35458
Mean	5.6186047
Median Absolute Deviation (MAD)	2
Skewness	3.8724855
Sum	1208
Variance	53.059465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2	36	2.9%
4	35	2.8%
3	29	2.4%
5	21	1.7%
0	17	1.4%
6	15	1.2%
1	14	1.1%
7	10	0.8%
8	7	0.6%
10	7	0.6%
Other values (15)	24	2.0%
(Missing)	1014	82.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	1.4%
1	14	1.1%
2	36	2.9%
3	29	2.4%
4	35	2.8%
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 (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1070
기타	86
학교정화(상대)	22
주택가주변	21
아파트지역	19
Other values (3)	11

Length

Max length	8
Median length	4
Mean length	3.9967453
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>	1070	87.1%
기타	86	7.0%
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	1070	87.1%
기타	86	7.0%
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	1229
Missing (%)	100.0%
Memory size	10.9 KiB

보험기관명
Categorical

Distinct	30
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	456
서울보증보험주식회사	260
서울보증보험	213
한국관광협회중앙회 여행공제회	84
한국관광협회중앙회	62
Other values (25)	154

Length

Max length	19
Median length	16
Mean length	7.1716843
Min length	4

Unique

Unique	15 ?
Unique (%)	1.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	456	37.1%
서울보증보험주식회사	260	21.2%
서울보증보험	213	17.3%
한국관광협회중앙회 여행공제회	84	6.8%
한국관광협회중앙회	62	5.0%
한국관광협회	58	4.7%
서울보증보험(주)	20	1.6%
부산광역시관광협회	14	1.1%
한국관광협회중앙회여행공제회	12	1.0%
부산광역시 관광협회	9	0.7%
Other values (20)	41	3.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	456	34.2%
서울보증보험주식회사	260	19.5%
서울보증보험	213	16.0%
한국관광협회중앙회	156	11.7%
여행공제회	85	6.4%
한국관광협회	59	4.4%
서울보증보험(주	20	1.5%
관광공제회	16	1.2%
부산광역시관광협회	14	1.0%
관광협회	12	0.9%
Other values (19)	44	3.3%

건물용도명
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	986
근린생활시설	170
사무실	53
교육연구시설	6
기타	5
Other values (6)	9

Length

Max length	15
Median length	4
Mean length	4.2432872
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>	986	80.2%
근린생활시설	170	13.8%
사무실	53	4.3%
교육연구시설	6	0.5%
기타	5	0.4%
아파트	3	0.2%
유통시설	2	0.2%
복지시설	1	0.1%
다세대주택	1	0.1%
다가구용 주택(공동주택적용)	1	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	986	80.2%
근린생활시설	170	13.8%
사무실	53	4.3%
교육연구시설	6	0.5%
기타	5	0.4%
아파트	3	0.2%
유통시설	2	0.2%
복지시설	1	0.1%
다세대주택	1	0.1%
다가구용	1	0.1%
Other values (2)	2	0.2%

지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	11.0%
Missing	992
Missing (%)	80.7%
Infinite	0
Infinite (%)	0.0%
Mean	5.0843882

Minimum	0
Maximum	49
Zeros	16
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	5
95-th percentile	16.2
Maximum	49
Range	49
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	6.4434674
Coefficient of variation (CV)	1.2673044
Kurtosis	16.345471
Mean	5.0843882
Median Absolute Deviation (MAD)	1
Skewness	3.5909416
Sum	1205
Variance	41.518272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
2	60	4.9%
3	38	3.1%
4	27	2.2%
5	23	1.9%
1	17	1.4%
0	16	1.3%
6	10	0.8%
7	8	0.7%
9	8	0.7%
10	5	0.4%
Other values (16)	25	2.0%
(Missing)	992	80.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	1.3%
1	17	1.4%
2	60	4.9%
3	38	3.1%
4	27	2.2%
5	23	1.9%
6	10	0.8%
7	8	0.7%
8	4	0.3%
9	8	0.7%

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 (%)	6.5%
Missing	1106
Missing (%)	90.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2926829

Minimum	0
Maximum	7
Zeros	26
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.3412235
Coefficient of variation (CV)	1.0375502
Kurtosis	4.6495041
Mean	1.2926829
Median Absolute Deviation (MAD)	0
Skewness	2.0797404
Sum	159
Variance	1.7988804
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	70	5.7%
0	26	2.1%
2	13	1.1%
5	6	0.5%
3	4	0.3%
4	2	0.2%
7	1	0.1%
6	1	0.1%
(Missing)	1106	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	2.1%
1	70	5.7%
2	13	1.1%
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	1.1%
1	70	5.7%
0	26	2.1%

객실수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

건축연면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

영문상호명
Text

MISSING

Distinct	29
Distinct (%)	100.0%
Missing	1200
Missing (%)	97.6%
Memory size	9.7 KiB

Length

Max length	43
Median length	25
Mean length	20.172414
Min length	7

Characters and Unicode

Total characters	585
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	29 ?
Unique (%)	100.0%

Sample

1st row	Leaders Tour
2nd row	SEOKWANG Travel
3rd row	EMTCO Limited
4th row	Nadri Tour Co.,Ltd.
5th row	S&G.CO.,Ltd

Value	Count	Frequency (%)
tour	13	13.0%
travel	9	9.0%
ltd	7	7.0%
co	7	7.0%
co.,ltd	5	5.0%
inc	4	4.0%
service	3	3.0%
agency	3	3.0%
air	2	2.0%
express	2	2.0%
Other values (43)	45	45.0%

Most occurring characters

Value	Count	Frequency (%)
	71	12.1%
T	35	6.0%
O	29	5.0%
R	29	5.0%
L	28	4.8%
E	28	4.8%
.	23	3.9%
A	23	3.9%
C	22	3.8%
S	19	3.2%
Other values (42)	278	47.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	327	55.9%
Lowercase Letter	149	25.5%
Space Separator	71	12.1%
Other Punctuation	36	6.2%
Open Punctuation	1	0.2%
Close Punctuation	1	0.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	35	10.7%
O	29	8.9%
R	29	8.9%
L	28	8.6%
E	28	8.6%
A	23	7.0%
C	22	6.7%
S	19	5.8%
U	19	5.8%
I	15	4.6%
Other values (14)	80	24.5%

Lowercase Letter

Value	Count	Frequency (%)
a	18	12.1%
n	16	10.7%
o	15	10.1%
e	15	10.1%
r	14	9.4%
t	11	7.4%
d	10	6.7%
c	9	6.0%
u	7	4.7%
l	6	4.0%
Other values (12)	28	18.8%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	71	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	476	81.4%
Common	109	18.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	35	7.4%
O	29	6.1%
R	29	6.1%
L	28	5.9%
E	28	5.9%
A	23	4.8%
C	22	4.6%
S	19	4.0%
U	19	4.0%
a	18	3.8%
Other values (36)	226	47.5%

Common

Value	Count	Frequency (%)
	71	65.1%
.	23	21.1%
,	11	10.1%
&	2	1.8%
(	1	0.9%
)	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	585	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	71	12.1%
T	35	6.0%
O	29	5.0%
R	29	5.0%
L	28	4.8%
E	28	4.8%
.	23	3.9%
A	23	3.9%
C	22	3.8%
S	19	3.2%
Other values (42)	278	47.5%

영문상호주소
Categorical

IMBALANCE

Distinct	13
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1200
Domestic travel business	6
DOMESTIC TRAVEL BUSINESS	4
Inland Travel Business	3
Domestic Traval Agency	3
Other values (8)	13

Length

Max length	30
Median length	4
Mean length	4.4572823
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>	1200	97.6%
Domestic travel business	6	0.5%
DOMESTIC TRAVEL BUSINESS	4	0.3%
Inland Travel Business	3	0.2%
Domestic Traval Agency	3	0.2%
Domestic Travel Agency	3	0.2%
DOMESTIC TRAVEL AGENCY	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	1200	93.0%
travel	26	2.0%
domestic	22	1.7%
business	15	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
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

선박척수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

무대면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

좌석수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

회의실별동시수용인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	223
Distinct (%)	74.6%
Missing	930
Missing (%)	75.7%
Infinite	0
Infinite (%)	0.0%
Mean	310.21278

Minimum	0
Maximum	43511
Zeros	18
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	29.345
median	49.5
Q3	88.5
95-th percentile	204.107
Maximum	43511
Range	43511
Interquartile range (IQR)	59.155

Descriptive statistics

Standard deviation	2748.1097
Coefficient of variation (CV)	8.8587896
Kurtosis	212.79717
Mean	310.21278
Median Absolute Deviation (MAD)	27.45
Skewness	14.13404
Sum	92753.62
Variance	7552107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	18	1.5%
33.0	12	1.0%
30.0	7	0.6%
66.0	6	0.5%
50.0	5	0.4%
20.0	5	0.4%
49.5	3	0.2%
198.0	3	0.2%
25.0	3	0.2%
42.05	3	0.2%
Other values (213)	234	19.0%
(Missing)	930	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	18	1.5%
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	1229
Missing (%)	100.0%
Memory size	10.9 KiB

놀이시설수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

기획여행보험시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1228
20200205	1

Length

Max length	8
Median length	4
Mean length	4.0032547
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>	1228	99.9%
20200205	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1228	99.9%
20200205	1	0.1%

기획여행보험종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1228
20210204	1

Length

Max length	8
Median length	4
Mean length	4.0032547
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>	1228	99.9%
20210204	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1228	99.9%
20210204	1	0.1%

자본금
Real number (ℝ)

MISSING

Distinct	137
Distinct (%)	17.2%
Missing	432
Missing (%)	35.2%
Infinite	0
Infinite (%)	0.0%
Mean	88129563

Minimum	5000
Maximum	6.5122084 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	5000
5-th percentile	15000000
Q1	30000000
median	50000000
Q3	1 × 10⁸
95-th percentile	1.5 × 10⁸
Maximum	6.5122084 × 10⁹
Range	6.5122034 × 10⁹
Interquartile range (IQR)	70000000

Descriptive statistics

Standard deviation	2.6981922 × 10⁸
Coefficient of variation (CV)	3.0616199
Kurtosis	436.43733
Mean	88129563
Median Absolute Deviation (MAD)	20000000
Skewness	19.667191
Sum	7.0239261 × 10¹⁰
Variance	7.2802411 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000000	192	15.6%
30000000	107	8.7%
150000000	103	8.4%
100000000	72	5.9%
90000000	53	4.3%
15000000	51	4.1%
45000000	21	1.7%
60000000	16	1.3%
20000000	16	1.3%
500000000	5	0.4%
Other values (127)	161	13.1%
(Missing)	432	35.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
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	51	4.1%
15001346	1	0.1%

Value	Count	Frequency (%)
6512208375	1	0.1%
3500000000	1	0.1%
1000000000	1	0.1%
950000000	1	0.1%
505000000	1	0.1%
500000000	5	0.4%
490000000	1	0.1%
375256000	1	0.1%
300000000	3	0.2%
281323639	1	0.1%

보험시작일자
Real number (ℝ)

MISSING

Distinct	629
Distinct (%)	77.9%
Missing	422
Missing (%)	34.3%
Infinite	0
Infinite (%)	0.0%
Mean	20182909

Minimum	20021021
Maximum	20210506
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	20021021
5-th percentile	20110814
Q1	20171102
median	20200105
Q3	20200805
95-th percentile	20210305
Maximum	20210506
Range	189485
Interquartile range (IQR)	29702.5

Descriptive statistics

Standard deviation	30693.786
Coefficient of variation (CV)	0.0015207811
Kurtosis	4.559711
Mean	20182909
Median Absolute Deviation (MAD)	9403
Skewness	-2.0266372
Sum	1.6287608 × 10¹⁰
Variance	9.4210848 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200701	7	0.6%
20200401	7	0.6%
20200625	5	0.4%
20200718	5	0.4%
20200818	4	0.3%
20201201	4	0.3%
20200810	4	0.3%
20200731	4	0.3%
20210325	4	0.3%
20190705	4	0.3%
Other values (619)	759	61.8%
(Missing)	422	34.3%

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 (%)
20210506	1	0.1%
20210502	1	0.1%
20210430	1	0.1%
20210429	1	0.1%
20210428	1	0.1%
20210427	1	0.1%
20210425	1	0.1%
20210416	2	0.2%
20210414	2	0.2%
20210408	1	0.1%

보험종료일자
Real number (ℝ)

MISSING

Distinct	624
Distinct (%)	77.2%
Missing	421
Missing (%)	34.3%
Infinite	0
Infinite (%)	0.0%
Mean	20195548

Minimum	20031021
Maximum	21210810
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	20031021
5-th percentile	20120943
Q1	20181110
median	20210116
Q3	20210812
95-th percentile	20220315
Maximum	21210810
Range	1179789
Interquartile range (IQR)	29702

Descriptive statistics

Standard deviation	59121.788
Coefficient of variation (CV)	0.0029274664
Kurtosis	214.66327
Mean	20195548
Median Absolute Deviation (MAD)	9414
Skewness	12.267047
Sum	1.6318002 × 10¹⁰
Variance	3.4953858 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210630	7	0.6%
20210331	7	0.6%
20210705	5	0.4%
20210131	4	0.3%
20210825	4	0.3%
20210624	4	0.3%
20211130	4	0.3%
20200704	4	0.3%
20220322	4	0.3%
20220325	4	0.3%
Other values (614)	761	61.9%
(Missing)	421	34.3%

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%
20221110	1	0.1%
20221027	1	0.1%
20220806	1	0.1%
20220505	1	0.1%
20220501	1	0.1%
20220430	1	0.1%
20220429	1	0.1%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1229
Missing (%)	100.0%
Memory size	10.9 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	130
Distinct (%)	43.5%
Missing	930
Missing (%)	75.7%
Infinite	0
Infinite (%)	0.0%
Mean	310.23411

Minimum	0
Maximum	43511
Zeros	18
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	29.5
median	50
Q3	88.5
95-th percentile	203.9
Maximum	43511
Range	43511
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	2748.1103
Coefficient of variation (CV)	8.8581821
Kurtosis	212.79655
Mean	310.23411
Median Absolute Deviation (MAD)	27
Skewness	14.134012
Sum	92760
Variance	7552110.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	1.5%
33	16	1.3%
50	10	0.8%
20	9	0.7%
30	9	0.7%
66	8	0.7%
40	7	0.6%
15	6	0.5%
26	5	0.4%
32	5	0.4%
Other values (120)	206	16.8%
(Missing)	930	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	1.5%
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	1229
Missing (%)	100.0%
Memory size	10.9 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	문화체육업종명	문화사업자구분명	지역구분명	총층수	주변환경명	제작취급품목내용	보험기관명	건물용도명	지상층수	지하층수	객실수	건축연면적	영문상호명	영문상호주소	선박총톤수	선박척수	선박제원	무대면적	좌석수	기념품종류	회의실별동시수용인원	시설면적	놀이기구수내역	놀이시설수	방송시설유무	발전시설유무	의무실유무	안내소유무	기획여행보험시작일자	기획여행보험종료일자	자본금	보험시작일자	보험종료일자	부대시설내역	시설규모	Unnamed: 63
0	1	국내여행업	03_12_01_P	3250000	CDFI2260012007000013	20071109	<NA>	2	휴업	2	휴업	<NA>	20210101	20211231	<NA>	469-7731	<NA>	600815	부산광역시 중구 중앙동4가 53-30	부산광역시 중구 중앙대로81번길 2 (중앙동4가)	<NA>	(주)팔성국제관광	20210311140247	U	2021-03-13 02:40:00.0	<NA>	385556.341486	180343.213568	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>	150000000	20181109	20191108	<NA>	<NA>	<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	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>
3	4	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>
4	5	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>
5	6	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>
6	7	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>
7	8	국내여행업	03_12_01_P	3250000	CDFI2260012000000008	20001024	<NA>	3	폐업	3	폐업	20200318	<NA>	<NA>	<NA>	247-1122	<NA>	<NA>	부산광역시 중구 부평동2가 68-4번지	부산광역시 중구 흑교로 18 (부평동2가)	48977	(주)뉴태평양여행사	20200318155253	U	2020-03-20 02:40:00.0	<NA>	384598.903965	179879.997495	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	한국관광협회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20190625	20200625	<NA>	<NA>	<NA>
8	9	국내여행업	03_12_01_P	3250000	CDFI2260012007000011	20071018	<NA>	3	폐업	3	폐업	20071101	<NA>	<NA>	<NA>	463-5585	<NA>	600811	부산광역시 중구 영주동 31-13번지	부산광역시 중구 대영로 245 (영주동)	<NA>	해정여행사	20071101133817	I	2018-08-31 23:59:59.0	<NA>	385692.204059	181148.902569	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	50000000	<NA>	<NA>	<NA>	<NA>	<NA>
9	10	국내여행업	03_12_01_P	3250000	CDFI2260012007000012	20071030	<NA>	3	폐업	3	폐업	20110422	<NA>	<NA>	<NA>	051-465-7111	<NA>	600013	부산광역시 중구 중앙동3가 1번지 부산우체국보험회관 9층	부산광역시 중구 중앙대로 63 (중앙동3가,부산우체국보험회관 9층)	<NA>	(주)조이로드	20110425134240	I	2018-08-31 23:59:59.0	<NA>	385561.650139	180152.738082	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>	20091029	20101028	<NA>	<NA>	<NA>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	문화체육업종명	문화사업자구분명	지역구분명	총층수	주변환경명	제작취급품목내용	보험기관명	건물용도명	지상층수	지하층수	객실수	건축연면적	영문상호명	영문상호주소	선박총톤수	선박척수	선박제원	무대면적	좌석수	기념품종류	회의실별동시수용인원	시설면적	놀이기구수내역	놀이시설수	방송시설유무	발전시설유무	의무실유무	안내소유무	기획여행보험시작일자	기획여행보험종료일자	자본금	보험시작일자	보험종료일자	부대시설내역	시설규모	Unnamed: 63
1219	1220	국내여행업	03_12_01_P	3330000	CDFI2260012020000008	20200806	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-742-0770	<NA>	<NA>	부산광역시 해운대구 우동 1405 마린파크 406호	부산광역시 해운대구 마린시티2로 2, 마린파크 406호 (우동)	48092	주식회사 예림	20200806112517	I	2020-08-08 00:23:14.0	<NA>	395308.610453	186564.639114	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>	<NA>	<NA>	<NA>	<NA>	<NA>
1220	1221	국내여행업	03_12_01_P	3330000	CDFI2260012021000001	20180409	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 우동 1407 해운대두산위브더제니스 104동 214호	부산광역시 해운대구 마린시티2로 33, 104동 214호 (우동, 해운대두산위브더제니스)	48119	(주)아리아투어	20210222181139	I	2021-02-24 00:23:01.0	<NA>	395388.71507	186268.853283	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	20200401	20210331	<NA>	<NA>	<NA>
1221	1222	국내여행업	03_12_01_P	3330000	CDFI2260012021000003	20210414	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 중동 1394-286 크리스탈비치오피스텔 620호	부산광역시 해운대구 해운대해변로 291, 크리스탈비치오피스텔 620호 (중동)	48095	부산여성트레킹	20210416105129	U	2021-04-18 02:40:00.0	<NA>	396962.538162	186759.941709	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>	<NA>	20210414	20220413	<NA>	<NA>	<NA>
1222	1223	국내여행업	03_12_01_P	3330000	CDFI2260012021000002	20210318	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 재송동 1108-6 303호	부산광역시 해운대구 해운대로143번길 38, 303호 (재송동)	48055	모아디자인	20210323124804	U	2021-03-25 02:40:00.0	<NA>	393326.171272	189353.108229	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>	<NA>	20210322	20220321	<NA>	<NA>	<NA>
1223	1224	국내여행업	03_12_01_P	3330000	CDFI2260012020000009	20201127	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-633-1161	<NA>	<NA>	부산광역시 해운대구 재송동 939-2 센텀이편한세상아파트 101동 2001호	부산광역시 해운대구 해운대로76번길 55, 101동 2001호 (재송동, 센텀이편한세상아파트)	48048	(주)콜럼버스코리아	20201221160950	U	2020-12-23 02:40:00.0	<NA>	392799.149932	189781.150493	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>	<NA>	20201201	20211130	<NA>	<NA>	<NA>
1224	1225	국내여행업	03_12_01_P	3330000	CDFI2260012001000001	20010330	<NA>	4	취소/말소/만료/정지/중지	30	허가취소	<NA>	<NA>	<NA>	<NA>	051-747-4446	<NA>	612824	부산광역시 해운대구 우동 1434번지 선프라자 201	부산광역시 해운대구 마린시티3로 1, 201호 (우동, 선프라자)	612725	(주)뉴그린여행사	20111115163559	I	2018-08-31 23:59:59.0	<NA>	395615.201854	186406.750871	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>
1225	1226	국내여행업	03_12_01_P	3330000	CDFI2260012013000003	20130308	20150128	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612862	부산광역시 해운대구 좌동 1432-4번지 르네상스오피스텔 304호	부산광역시 해운대구 좌동순환로249번길 11, 304호 (좌동, 르네상스오피스텔)	612862	(주) 밀크투어	20150325162610	I	2018-08-31 23:59:59.0	<NA>	398665.261088	188263.875653	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>	3000000	20130315	20140314	<NA>	<NA>	<NA>
1226	1227	국내여행업	03_12_01_P	3330000	CDFI2260012010000006	20100916	20141007	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	740-6033	<NA>	612726	부산광역시 해운대구 우동 오션타워 718호	부산광역시 해운대구 해운대해변로 203, 718호 (우동, 오션타워)	612726	(주)비케이트래블	20141226115313	I	2018-08-31 23:59:59.0	<NA>	396180.621245	186522.350475	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>	81517681	<NA>	<NA>	<NA>	<NA>	<NA>
1227	1228	국내여행업	03_12_01_P	3330000	CDFI2260012004000001	20040107	20141007	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612836	부산광역시 해운대구 좌동 1460-4번지 쌍용플래티넘트윈102-201호	부산광역시 해운대구 양운로 82, 102동 201호 (좌동, 쌍용플래티넘트윈)	612836	(주) 신나라 투어	20141226115517	I	2018-08-31 23:59:59.0	<NA>	398133.960402	187864.096706	국내여행업	관광사업	일반상업지역	7	아파트지역	<NA>	<NA>	사무실	7	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	150000000	<NA>	<NA>	<NA>	<NA>	<NA>
1228	1229	국내여행업	03_12_01_P	3330000	CDFI2260012004000005	20040310	20140912	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	051-731-7191	<NA>	612821	부산광역시 해운대구 우동 640-24번지	부산광역시 해운대구 해운대로 575 (우동)	612821	(주)W.T.우리여행사	20141226115732	I	2018-08-31 23:59:59.0	<NA>	396225.196088	186827.050656	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>

Overview

Variables

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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