gimi9 Pandas Profiling

Dataset statistics

Number of variables	64
Number of observations	1243
Missing cells	26242
Missing cells (%)	33.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	676.3 KiB
Average record size in memory	557.1 B

Variable types

Numeric	19
Categorical	25
Text	6
Unsupported	13
DateTime	1

Dataset

Description	2022-01-01
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 (52.2%)	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 (71.7%)	Imbalance
`영문상호주소` is highly imbalanced (93.6%)	Imbalance
`기획여행보험시작일자` is highly imbalanced (99.1%)	Imbalance
`기획여행보험종료일자` is highly imbalanced (99.1%)	Imbalance
`인허가취소일자` has 1197 (96.3%) missing values	Missing
`폐업일자` has 608 (48.9%) missing values	Missing
`재개업일자` has 1243 (100.0%) missing values	Missing
`소재지전화` has 316 (25.4%) missing values	Missing
`소재지면적` has 1243 (100.0%) missing values	Missing
`소재지우편번호` has 582 (46.8%) missing values	Missing
`도로명전체주소` has 56 (4.5%) missing values	Missing
`도로명우편번호` has 399 (32.1%) missing values	Missing
`업태구분명` has 1243 (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 901 (72.5%) missing values	Missing
`제작취급품목내용` has 1243 (100.0%) missing values	Missing
`지상층수` has 877 (70.6%) missing values	Missing
`지하층수` has 975 (78.4%) missing values	Missing
`영문상호명` has 1214 (97.7%) missing values	Missing
`선박제원` has 1243 (100.0%) missing values	Missing
`기념품종류` has 1243 (100.0%) missing values	Missing
`시설면적` has 825 (66.4%) missing values	Missing
`놀이기구수내역` has 1243 (100.0%) missing values	Missing
`방송시설유무` has 1243 (100.0%) missing values	Missing
`발전시설유무` has 1243 (100.0%) missing values	Missing
`의무실유무` has 1243 (100.0%) missing values	Missing
`안내소유무` has 1243 (100.0%) missing values	Missing
`자본금` has 395 (31.8%) missing values	Missing
`보험시작일자` has 419 (33.7%) missing values	Missing
`보험종료일자` has 418 (33.6%) missing values	Missing
`부대시설내역` has 1243 (100.0%) missing values	Missing
`시설규모` has 825 (66.4%) missing values	Missing
`Unnamed: 63` has 1243 (100.0%) missing values	Missing
`자본금` is highly skewed (γ1 = 20.16562855)	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 145 (11.7%) zeros	Zeros
`지상층수` has 145 (11.7%) zeros	Zeros
`지하층수` has 172 (13.8%) zeros	Zeros
`시설면적` has 136 (10.9%) zeros	Zeros
`자본금` has 37 (3.0%) zeros	Zeros
`시설규모` has 136 (10.9%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 06:49:01.208718
Analysis finished	2024-04-16 06:49:02.293616
Duration	1.08 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1243
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	622

Minimum	1
Maximum	1243
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	1
5-th percentile	63.1
Q1	311.5
median	622
Q3	932.5
95-th percentile	1180.9
Maximum	1243
Range	1242
Interquartile range (IQR)	621

Descriptive statistics

Standard deviation	358.9675
Coefficient of variation (CV)	0.57711817
Kurtosis	-1.2
Mean	622
Median Absolute Deviation (MAD)	311
Skewness	0
Sum	773146
Variance	128857.67
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
828	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%
829	1	0.1%
827	1	0.1%
Other values (1233)	1233	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 (%)
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%
1234	1	0.1%

개방서비스명
Categorical

CONSTANT

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

국내여행업	1243

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	1243	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1243	100.0%

개방서비스아이디
Categorical

CONSTANT

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

03_12_01_P	1243

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	1243	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_12_01_p	1243	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3310201.1

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	41200.286
Coefficient of variation (CV)	0.01244646
Kurtosis	-0.85896961
Mean	3310201.1
Median Absolute Deviation (MAD)	30000
Skewness	0.37569928
Sum	4.11458 × 10⁹
Variance	1.6974635 × 10⁹
Monotonicity	Increasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	267	21.5%
3250000	144	11.6%
3330000	137	11.0%
3270000	130	10.5%
3300000	100	8.0%
3370000	98	7.9%
3310000	73	5.9%
3350000	61	4.9%
3380000	59	4.7%
3340000	37	3.0%
Other values (6)	137	11.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	144	11.6%
3260000	13	1.0%
3270000	130	10.5%
3280000	20	1.6%
3290000	267	21.5%
3300000	100	8.0%
3310000	73	5.9%
3320000	35	2.8%
3330000	137	11.0%
3340000	37	3.0%

Value	Count	Frequency (%)
3400000	14	1.1%
3390000	34	2.7%
3380000	59	4.7%
3370000	98	7.9%
3360000	21	1.7%
3350000	61	4.9%
3340000	37	3.0%
3330000	137	11.0%
3320000	35	2.8%
3310000	73	5.9%

관리번호
Text

Distinct	357
Distinct (%)	28.7%
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	24860
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	113 ?
Unique (%)	9.1%

Sample

1st row	CDFI2260012007000013
2nd row	CDFI2260012019000002
3rd row	CDFI2260012019000006
4th row	CDFI2260012016000003
5th row	CDFI2260011997000006

Value	Count	Frequency (%)
cdfi2260012011000001	15	1.2%
cdfi2260012019000001	14	1.1%
cdfi2260012020000001	14	1.1%
cdfi2260012016000001	13	1.0%
cdfi2260012021000001	13	1.0%
cdfi2260012019000002	13	1.0%
cdfi2260012001000001	12	1.0%
cdfi2260012021000003	12	1.0%
cdfi2260012018000002	12	1.0%
cdfi2260012021000002	12	1.0%
Other values (347)	1113	89.5%

Most occurring characters

Value	Count	Frequency (%)
0	10215	41.1%
2	4061	16.3%
1	2571	10.3%
6	1474	5.9%
C	1243	5.0%
D	1243	5.0%
F	1243	5.0%
I	1243	5.0%
9	431	1.7%
4	250	1.0%
Other values (4)	886	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19888	80.0%
Uppercase Letter	4972	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10215	51.4%
2	4061	20.4%
1	2571	12.9%
6	1474	7.4%
9	431	2.2%
4	250	1.3%
3	242	1.2%
5	242	1.2%
7	229	1.2%
8	173	0.9%

Uppercase Letter

Value	Count	Frequency (%)
C	1243	25.0%
D	1243	25.0%
F	1243	25.0%
I	1243	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19888	80.0%
Latin	4972	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10215	51.4%
2	4061	20.4%
1	2571	12.9%
6	1474	7.4%
9	431	2.2%
4	250	1.3%
3	242	1.2%
5	242	1.2%
7	229	1.2%
8	173	0.9%

Latin

Value	Count	Frequency (%)
C	1243	25.0%
D	1243	25.0%
F	1243	25.0%
I	1243	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24860	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10215	41.1%
2	4061	16.3%
1	2571	10.3%
6	1474	5.9%
C	1243	5.0%
D	1243	5.0%
F	1243	5.0%
I	1243	5.0%
9	431	1.7%
4	250	1.0%
Other values (4)	886	3.6%

인허가일자
Real number (ℝ)

Distinct	1096
Distinct (%)	88.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20095953

Minimum	19840924
Maximum	20211117
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	19840924
5-th percentile	19970422
Q1	20045660
median	20101201
Q3	20151217
95-th percentile	20200294
Maximum	20211117
Range	370193
Interquartile range (IQR)	105557

Descriptive statistics

Standard deviation	72251.265
Coefficient of variation (CV)	0.0035953142
Kurtosis	-0.48848348
Mean	20095953
Median Absolute Deviation (MAD)	51072
Skewness	-0.45654217
Sum	2.4979269 × 10¹⁰
Variance	5.2202453 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190328	4	0.3%
20051123	4	0.3%
20150209	3	0.2%
20180626	3	0.2%
20090113	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 (1086)	1211	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 (%)
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%
20210625	2	0.2%
20210616	1	0.1%

인허가취소일자
Real number (ℝ)

MISSING

Distinct	40
Distinct (%)	87.0%
Missing	1197
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)	1197	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	631
1	541
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	631	50.8%
1	541	43.5%
4	66	5.3%
2	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	631	50.8%
1	541	43.5%
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	631
영업/정상	541
취소/말소/만료/정지/중지	66
휴업	5

Length

Max length	14
Median length	2
Mean length	3.9428801
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	631	50.8%
영업/정상	541	43.5%
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	631	50.8%
영업/정상	541	43.5%
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	8.840708

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	7.1748611
Coefficient of variation (CV)	0.81157087
Kurtosis	2.3189962
Mean	8.840708
Median Absolute Deviation (MAD)	0
Skewness	1.4125651
Sum	10989
Variance	51.478631
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	631	50.8%
13	541	43.5%
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	631	50.8%
13	541	43.5%
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	541	43.5%
3	631	50.8%
2	5	0.4%

상세영업상태명
Categorical

IMBALANCE

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

폐업	631
영업중	541
등록취소	45
허가취소	15
휴업	5
Other values (2)	6

Length

Max length	4
Median length	2
Mean length	2.541432
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	631	50.8%
영업중	541	43.5%
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	631	50.8%
영업중	541	43.5%
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	568
Distinct (%)	89.4%
Missing	608
Missing (%)	48.9%
Infinite	0
Infinite (%)	0.0%
Mean	20120808

Minimum	19971211
Maximum	20211126
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	19971211
5-th percentile	20010799
Q1	20070626
median	20130326
Q3	20180362
95-th percentile	20210441
Maximum	20211126
Range	239915
Interquartile range (IQR)	109737

Descriptive statistics

Standard deviation	62684.964
Coefficient of variation (CV)	0.0031154298
Kurtosis	-1.0503119
Mean	20120808
Median Absolute Deviation (MAD)	50501
Skewness	-0.27777967
Sum	1.2776713 × 10¹⁰
Variance	3.9294047 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000111	9	0.7%
20001129	5	0.4%
20211112	4	0.3%
20190630	3	0.2%
20190709	3	0.2%
20150723	3	0.2%
20200825	2	0.2%
20120607	2	0.2%
20040524	2	0.2%
20171130	2	0.2%
Other values (558)	600	48.3%
(Missing)	608	48.9%

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 (%)
20211126	1	0.1%
20211124	1	0.1%
20211119	1	0.1%
20211118	1	0.1%
20211117	1	0.1%
20211116	2	0.2%
20211115	1	0.1%
20211112	4	0.3%
20211111	2	0.2%
20211110	1	0.1%

휴업시작일자
Categorical

IMBALANCE

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

<NA>	1238
20210101	1
20201201	1
20200401	1
20130902	1

Length

Max length	8
Median length	4
Mean length	4.0160901
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>	1238	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	1238	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>	1238
20211231	1
20221130	1
20210930	1
20140904	1

Length

Max length	8
Median length	4
Mean length	4.0160901
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>	1238	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	1238	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	1243
Missing (%)	100.0%
Memory size	11.1 KiB

소재지전화
Text

MISSING

Distinct	896
Distinct (%)	96.7%
Missing	316
Missing (%)	25.4%
Memory size	9.8 KiB

Length

Max length	18
Median length	12
Mean length	10.642934
Min length	1

Characters and Unicode

Total characters	9866
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	869 ?
Unique (%)	93.7%

Sample

1st row	051-469-7731
2nd row	051241 0909
3rd row	051-464-6464
4th row	051-244-6318
5th row	254-4061

Value	Count	Frequency (%)
051	30	3.0%
	5	0.5%
740-6353	3	0.3%
465-1800	2	0.2%
809	2	0.2%
261	2	0.2%
051-462-5525	2	0.2%
051-818-0034	2	0.2%
051-612-7788	2	0.2%
051-555-1780	2	0.2%
Other values (912)	932	94.7%

Most occurring characters

Value	Count	Frequency (%)
0	1559	15.8%
-	1420	14.4%
1	1324	13.4%
5	1297	13.1%
6	725	7.3%
8	713	7.2%
4	660	6.7%
2	626	6.3%
7	598	6.1%
3	486	4.9%
Other values (6)	458	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8360	84.7%
Dash Punctuation	1420	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	1559	18.6%
1	1324	15.8%
5	1297	15.5%
6	725	8.7%
8	713	8.5%
4	660	7.9%
2	626	7.5%
7	598	7.2%
3	486	5.8%
9	372	4.4%

Other Punctuation

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

Dash Punctuation

Value	Count	Frequency (%)
-	1420	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	9866	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1559	15.8%
-	1420	14.4%
1	1324	13.4%
5	1297	13.1%
6	725	7.3%
8	713	7.2%
4	660	6.7%
2	626	6.3%
7	598	6.1%
3	486	4.9%
Other values (6)	458	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9866	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1559	15.8%
-	1420	14.4%
1	1324	13.4%
5	1297	13.1%
6	725	7.3%
8	713	7.2%
4	660	6.7%
2	626	6.3%
7	598	6.1%
3	486	4.9%
Other values (6)	458	4.6%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1243
Missing (%)	100.0%
Memory size	11.1 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	306
Distinct (%)	46.3%
Missing	582
Missing (%)	46.8%
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%
612824	10	0.8%
607827	10	0.8%
601715	9	0.7%
614828	9	0.7%
601010	8	0.6%
Other values (296)	550	44.2%
(Missing)	582	46.8%

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	1164
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	46
Median length	39
Mean length	25.86243
Min length	12

Characters and Unicode

Total characters	32147
Distinct characters	387
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	1109 ?
Unique (%)	89.2%

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 신창동1가 17-2
5th row	부산광역시 중구 남포동5가 39-6번지

Value	Count	Frequency (%)
부산광역시	1240	20.0%
부산진구	267	4.3%
중구	144	2.3%
해운대구	137	2.2%
동구	131	2.1%
동래구	101	1.6%
연제구	98	1.6%
부전동	93	1.5%
초량동	91	1.5%
남구	72	1.2%
Other values (1787)	3815	61.6%

Most occurring characters

Value	Count	Frequency (%)
	4946	15.4%
부	1679	5.2%
산	1632	5.1%
1	1611	5.0%
동	1586	4.9%
시	1283	4.0%
광	1275	4.0%
구	1257	3.9%
역	1249	3.9%
-	1094	3.4%
Other values (377)	14535	45.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18856	58.7%
Decimal Number	6901	21.5%
Space Separator	4946	15.4%
Dash Punctuation	1094	3.4%
Lowercase Letter	154	0.5%
Uppercase Letter	152	0.5%
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	1679	8.9%
산	1632	8.7%
동	1586	8.4%
시	1283	6.8%
광	1275	6.8%
구	1257	6.7%
역	1249	6.6%
지	722	3.8%
번	680	3.6%
호	374	2.0%
Other values (323)	7119	37.8%

Uppercase Letter

Value	Count	Frequency (%)
S	34	22.4%
T	20	13.2%
C	14	9.2%
K	13	8.6%
A	11	7.2%
B	11	7.2%
E	7	4.6%
I	6	3.9%
O	6	3.9%
H	5	3.3%
Other values (10)	25	16.4%

Lowercase Letter

Value	Count	Frequency (%)
e	33	21.4%
o	21	13.6%
l	12	7.8%
p	11	7.1%
i	11	7.1%
d	10	6.5%
m	10	6.5%
a	10	6.5%
x	10	6.5%
n	10	6.5%
Other values (7)	16	10.4%

Decimal Number

Value	Count	Frequency (%)
1	1611	23.3%
2	951	13.8%
3	758	11.0%
4	685	9.9%
0	643	9.3%
5	507	7.3%
7	480	7.0%
8	476	6.9%
6	456	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 (%)
	4946	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1094	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	18856	58.7%
Common	12985	40.4%
Latin	306	1.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1679	8.9%
산	1632	8.7%
동	1586	8.4%
시	1283	6.8%
광	1275	6.8%
구	1257	6.7%
역	1249	6.6%
지	722	3.8%
번	680	3.6%
호	374	2.0%
Other values (323)	7119	37.8%

Latin

Value	Count	Frequency (%)
S	34	11.1%
e	33	10.8%
o	21	6.9%
T	20	6.5%
C	14	4.6%
K	13	4.2%
l	12	3.9%
p	11	3.6%
i	11	3.6%
A	11	3.6%
Other values (27)	126	41.2%

Common

Value	Count	Frequency (%)
	4946	38.1%
1	1611	12.4%
-	1094	8.4%
2	951	7.3%
3	758	5.8%
4	685	5.3%
0	643	5.0%
5	507	3.9%
7	480	3.7%
8	476	3.7%
Other values (7)	834	6.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18856	58.7%
ASCII	13291	41.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4946	37.2%
1	1611	12.1%
-	1094	8.2%
2	951	7.2%
3	758	5.7%
4	685	5.2%
0	643	4.8%
5	507	3.8%
7	480	3.6%
8	476	3.6%
Other values (44)	1140	8.6%

Hangul

Value	Count	Frequency (%)
부	1679	8.9%
산	1632	8.7%
동	1586	8.4%
시	1283	6.8%
광	1275	6.8%
구	1257	6.7%
역	1249	6.6%
지	722	3.8%
번	680	3.6%
호	374	2.0%
Other values (323)	7119	37.8%

도로명전체주소
Text

MISSING

Distinct	1144
Distinct (%)	96.4%
Missing	56
Missing (%)	4.5%
Memory size	9.8 KiB

Length

Max length	57
Median length	48
Mean length	33.564448
Min length	21

Characters and Unicode

Total characters	39841
Distinct characters	420
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	1108 ?
Unique (%)	93.3%

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 광복로49번길 19, 2층 (신창동1가)
5th row	부산광역시 중구 중구로 2 (남포동5가)

Value	Count	Frequency (%)
부산광역시	1185	15.8%
부산진구	250	3.3%
중앙대로	171	2.3%
중구	142	1.9%
해운대구	135	1.8%
2층	130	1.7%
동구	116	1.5%
동래구	98	1.3%
연제구	98	1.3%
남구	69	0.9%
Other values (1847)	5101	68.1%

Most occurring characters

Value	Count	Frequency (%)
	6580	16.5%
동	1651	4.1%
부	1634	4.1%
산	1573	3.9%
1	1414	3.5%
시	1278	3.2%
광	1246	3.1%
,	1243	3.1%
구	1218	3.1%
역	1193	3.0%
Other values (410)	20811	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22874	57.4%
Space Separator	6580	16.5%
Decimal Number	6279	15.8%
Other Punctuation	1249	3.1%
Open Punctuation	1184	3.0%
Close Punctuation	1184	3.0%
Dash Punctuation	176	0.4%
Uppercase Letter	158	0.4%
Lowercase Letter	155	0.4%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1651	7.2%
부	1634	7.1%
산	1573	6.9%
시	1278	5.6%
광	1246	5.4%
구	1218	5.3%
역	1193	5.2%
로	1191	5.2%
대	796	3.5%
호	556	2.4%
Other values (356)	10538	46.1%

Uppercase Letter

Value	Count	Frequency (%)
S	34	21.5%
T	18	11.4%
C	16	10.1%
K	14	8.9%
B	13	8.2%
A	13	8.2%
E	8	5.1%
I	6	3.8%
H	6	3.8%
O	5	3.2%
Other values (10)	25	15.8%

Lowercase Letter

Value	Count	Frequency (%)
e	34	21.9%
o	21	13.5%
l	12	7.7%
i	11	7.1%
p	11	7.1%
x	10	6.5%
m	10	6.5%
a	10	6.5%
w	10	6.5%
d	10	6.5%
Other values (7)	16	10.3%

Decimal Number

Value	Count	Frequency (%)
1	1414	22.5%
2	984	15.7%
3	779	12.4%
0	696	11.1%
4	517	8.2%
5	465	7.4%
6	413	6.6%
7	363	5.8%
8	336	5.4%
9	312	5.0%

Other Punctuation

Value	Count	Frequency (%)
,	1243	99.5%
/	6	0.5%

Space Separator

Value	Count	Frequency (%)
	6580	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1184	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1184	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	176	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22874	57.4%
Common	16654	41.8%
Latin	313	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1651	7.2%
부	1634	7.1%
산	1573	6.9%
시	1278	5.6%
광	1246	5.4%
구	1218	5.3%
역	1193	5.2%
로	1191	5.2%
대	796	3.5%
호	556	2.4%
Other values (356)	10538	46.1%

Latin

Value	Count	Frequency (%)
S	34	10.9%
e	34	10.9%
o	21	6.7%
T	18	5.8%
C	16	5.1%
K	14	4.5%
B	13	4.2%
A	13	4.2%
l	12	3.8%
i	11	3.5%
Other values (27)	127	40.6%

Common

Value	Count	Frequency (%)
	6580	39.5%
1	1414	8.5%
,	1243	7.5%
(	1184	7.1%
)	1184	7.1%
2	984	5.9%
3	779	4.7%
0	696	4.2%
4	517	3.1%
5	465	2.8%
Other values (7)	1608	9.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22874	57.4%
ASCII	16967	42.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6580	38.8%
1	1414	8.3%
,	1243	7.3%
(	1184	7.0%
)	1184	7.0%
2	984	5.8%
3	779	4.6%
0	696	4.1%
4	517	3.0%
5	465	2.7%
Other values (44)	1921	11.3%

Hangul

Value	Count	Frequency (%)
동	1651	7.2%
부	1634	7.1%
산	1573	6.9%
시	1278	5.6%
광	1246	5.4%
구	1218	5.3%
역	1193	5.2%
로	1191	5.2%
대	796	3.5%
호	556	2.4%
Other values (356)	10538	46.1%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	471
Distinct (%)	55.8%
Missing	399
Missing (%)	32.1%
Infinite	0
Infinite (%)	0.0%
Mean	102620.69

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	46298.45
Q1	47257
median	48090
Q3	48821.25
95-th percentile	612050.85
Maximum	618142
Range	572127
Interquartile range (IQR)	1564.25

Descriptive statistics

Standard deviation	166970.53
Coefficient of variation (CV)	1.627065
Kurtosis	5.4423654
Mean	102620.69
Median Absolute Deviation (MAD)	832.5
Skewness	2.7254862
Sum	86611861
Variance	2.7879158 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47216	17	1.4%
49037	10	0.8%
47246	10	0.8%
48924	10	0.8%
48092	9	0.7%
48059	9	0.7%
47257	9	0.7%
48095	8	0.6%
48508	8	0.6%
47541	8	0.6%
Other values (461)	746	60.0%
(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	1199
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	27
Median length	24
Mean length	8.1238938
Min length	2

Characters and Unicode

Total characters	10098
Distinct characters	486
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	1159 ?
Unique (%)	93.2%

Sample

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

Value	Count	Frequency (%)
주식회사	88	5.9%
여행사	30	2.0%
투어	16	1.1%
주	15	1.0%
tour	6	0.4%
여행	6	0.4%
협동조합	5	0.3%
부산투어	5	0.3%
부산	3	0.2%
선경항공여행사	3	0.2%
Other values (1254)	1311	88.1%

Most occurring characters

Value	Count	Frequency (%)
주	862	8.5%
(	767	7.6%
)	767	7.6%
여	507	5.0%
행	505	5.0%
사	500	5.0%
어	410	4.1%
투	403	4.0%
	245	2.4%
광	178	1.8%
Other values (476)	4954	49.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8128	80.5%
Open Punctuation	767	7.6%
Close Punctuation	767	7.6%
Space Separator	245	2.4%
Uppercase Letter	116	1.1%
Lowercase Letter	34	0.3%
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	862	10.6%
여	507	6.2%
행	505	6.2%
사	500	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)	4249	52.3%

Uppercase Letter

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

Lowercase Letter

Value	Count	Frequency (%)
r	6	17.6%
o	5	14.7%
u	3	8.8%
t	3	8.8%
s	2	5.9%
e	2	5.9%
a	2	5.9%
i	2	5.9%
v	1	2.9%
l	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 (%)
(	767	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	767	100.0%

Space Separator

Value	Count	Frequency (%)
	245	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	8129	80.5%
Common	1819	18.0%
Latin	150	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	862	10.6%
여	507	6.2%
행	505	6.2%
사	500	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)	4250	52.3%

Latin

Value	Count	Frequency (%)
T	24	16.0%
O	13	8.7%
B	7	4.7%
H	6	4.0%
U	6	4.0%
r	6	4.0%
L	6	4.0%
R	6	4.0%
W	6	4.0%
o	5	3.3%
Other values (28)	65	43.3%

Common

Value	Count	Frequency (%)
(	767	42.2%
)	767	42.2%
	245	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	8124	80.5%
ASCII	1968	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	862	10.6%
여	507	6.2%
행	505	6.2%
사	500	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)	4245	52.3%

ASCII

Value	Count	Frequency (%)
(	767	39.0%
)	767	39.0%
	245	12.4%
T	24	1.2%
O	13	0.7%
.	10	0.5%
1	7	0.4%
B	7	0.4%
H	6	0.3%
U	6	0.3%
Other values (41)	116	5.9%

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	1213
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0161377 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.021113 × 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	2.0120764 × 10¹³
median	2.0190814 × 10¹³
Q3	2.0210411 × 10¹³
95-th percentile	2.021111 × 10¹³
Maximum	2.021113 × 10¹³
Range	1.9011198 × 10¹¹
Interquartile range (IQR)	8.9646982 × 10¹⁰

Descriptive statistics

Standard deviation	5.838081 × 10¹⁰
Coefficient of variation (CV)	0.0028956757
Kurtosis	-0.46407202
Mean	2.0161377 × 10¹³
Median Absolute Deviation (MAD)	2.010195 × 10¹⁰
Skewness	-0.96152657
Sum	2.5060592 × 10¹⁶
Variance	3.408319 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030127161421	17	1.4%
20030127161348	15	1.2%
20210926175002	1	0.1%
20150723091857	1	0.1%
20211117110008	1	0.1%
20190611103356	1	0.1%
20201014094421	1	0.1%
20190107143034	1	0.1%
20210209094038	1	0.1%
20140729132128	1	0.1%
Other values (1203)	1203	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 (%)
20211130111625	1	0.1%
20211129151711	1	0.1%
20211129084814	1	0.1%
20211126164201	1	0.1%
20211125192121	1	0.1%
20211125191316	1	0.1%
20211125174329	1	0.1%
20211125121338	1	0.1%
20211125094116	1	0.1%
20211124170204	1	0.1%

데이터갱신구분
Categorical

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

U	642
I	601

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	I

Common Values

Value	Count	Frequency (%)
U	642	51.6%
I	601	48.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	642	51.6%
i	601	48.4%

데이터갱신일자
Date

Distinct	365
Distinct (%)	29.4%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-12-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1243
Missing (%)	100.0%
Memory size	11.1 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	883
Distinct (%)	73.3%
Missing	38
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	388389.46

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	380502.45
Q1	385754.48
median	388072.43
Q3	390403.02
95-th percentile	396962.54
Maximum	419502.8
Range	73542.098
Interquartile range (IQR)	4648.5382

Descriptive statistics

Standard deviation	4718.0659
Coefficient of variation (CV)	0.01214777
Kurtosis	7.5688225
Mean	388389.46
Median Absolute Deviation (MAD)	2317.9573
Skewness	-0.28127141
Sum	4.6800929 × 10⁸
Variance	22260146
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	10	0.8%
396180.621244719	7	0.6%
385502.492319657	7	0.6%
388922.806889486	7	0.6%
387052.317362645	6	0.5%
385630.742187332	6	0.5%
Other values (873)	1112	89.5%
(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	883
Distinct (%)	73.3%
Missing	38
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	186451.77

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	179631.14
Q1	182403.88
median	186437.14
Q3	189180.05
95-th percentile	194713.19
Maximum	265785.6
Range	91478.456
Interquartile range (IQR)	6776.1729

Descriptive statistics

Standard deviation	5335.7268
Coefficient of variation (CV)	0.028617196
Kurtosis	42.527944
Mean	186451.77
Median Absolute Deviation (MAD)	3198.6782
Skewness	3.3363754
Sum	2.2467438 × 10⁸
Variance	28469980
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	10	0.8%
186522.35047527	7	0.6%
180297.579330876	7	0.6%
188106.837170815	7	0.6%
186253.143814124	6	0.5%
180306.821082315	6	0.5%
Other values (873)	1112	89.5%
(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	1243

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	1243	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1243	100.0%

문화사업자구분명
Categorical

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

<NA>	711
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	관광사업

Common Values

Value	Count	Frequency (%)
<NA>	711	57.2%
관광사업	532	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	711	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>	1017
일반주거지역	62
일반상업지역	41
상업지역	34
근린상업지역	31
Other values (9)	58

Length

Max length	6
Median length	4
Mean length	4.2550282
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>	1017	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	1017	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 (%)	7.3%
Missing	901
Missing (%)	72.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.5204678

Minimum	0
Maximum	54
Zeros	145
Zeros (%)	11.7%
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	11.95
Maximum	54
Range	54
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.3816445
Coefficient of variation (CV)	1.8127263
Kurtosis	24.904899
Mean	3.5204678
Median Absolute Deviation (MAD)	2
Skewness	4.3718525
Sum	1204
Variance	40.725386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	145	11.7%
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%
8	7	0.6%
10	7	0.6%
Other values (15)	24	1.9%
(Missing)	901	72.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	145	11.7%
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>	1085
기타	85
학교정화(상대)	22
주택가주변	21
아파트지역	19
Other values (3)	11

Length

Max length	8
Median length	4
Mean length	3.998391
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>	1085	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	1085	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	1243
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>	450
서울보증보험주식회사	262
서울보증보험	229
한국관광협회중앙회 여행공제회	83
한국관광협회중앙회	63
Other values (25)	156

Length

Max length	19
Median length	16
Mean length	7.1617056
Min length	4

Unique

Unique	14 ?
Unique (%)	1.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	450	36.2%
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%
관광공제회	8	0.6%
Other values (20)	42	3.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	450	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>	1000
근린생활시설	169
사무실	54
교육연구시설	6
기타	5
Other values (6)	9

Length

Max length	15
Median length	4
Mean length	4.2381335
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>	1000	80.5%
근린생활시설	169	13.6%
사무실	54	4.3%
교육연구시설	6	0.5%
기타	5	0.4%
아파트	3	0.2%
유통시설	2	0.2%
다가구용 주택(공동주택적용)	1	0.1%
콘도미니엄	1	0.1%
복지시설	1	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1000	80.4%
근린생활시설	169	13.6%
사무실	54	4.3%
교육연구시설	6	0.5%
기타	5	0.4%
아파트	3	0.2%
유통시설	2	0.2%
다가구용	1	0.1%
주택(공동주택적용	1	0.1%
콘도미니엄	1	0.1%
Other values (2)	2	0.2%

지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	7.1%
Missing	877
Missing (%)	70.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.2896175

Minimum	0
Maximum	49
Zeros	145
Zeros (%)	11.7%
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	11.75
Maximum	49
Range	49
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	5.7236114
Coefficient of variation (CV)	1.7399018
Kurtosis	21.65117
Mean	3.2896175
Median Absolute Deviation (MAD)	2
Skewness	4.0305024
Sum	1204
Variance	32.759728
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	145	11.7%
2	60	4.8%
3	39	3.1%
4	26	2.1%
5	23	1.9%
1	17	1.4%
6	10	0.8%
7	8	0.6%
9	8	0.6%
10	5	0.4%
Other values (16)	25	2.0%
(Missing)	877	70.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	145	11.7%
1	17	1.4%
2	60	4.8%
3	39	3.1%
4	26	2.1%
5	23	1.9%
6	10	0.8%
7	8	0.6%
8	4	0.3%
9	8	0.6%

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

지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	3.0%
Missing	975
Missing (%)	78.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.58955224

Minimum	0
Maximum	7
Zeros	172
Zeros (%)	13.8%
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	2.65
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1131673
Coefficient of variation (CV)	1.8881571
Kurtosis	10.1768
Mean	0.58955224
Median Absolute Deviation (MAD)	0
Skewness	2.9488185
Sum	158
Variance	1.2391414
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	172	13.8%
1	69	5.6%
2	13	1.0%
5	6	0.5%
3	4	0.3%
4	2	0.2%
6	1	0.1%
7	1	0.1%
(Missing)	975	78.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	172	13.8%
1	69	5.6%
2	13	1.0%
3	4	0.3%
4	2	0.2%
5	6	0.5%
6	1	0.1%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	1	0.1%
5	6	0.5%
4	2	0.2%
3	4	0.3%
2	13	1.0%
1	69	5.6%
0	172	13.8%

객실수
Categorical

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

<NA>	1086
0	157

Length

Max length	4
Median length	4
Mean length	3.621078
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1086	87.4%
0	157	12.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1086	87.4%
0	157	12.6%

건축연면적
Categorical

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

<NA>	1086
0	157

Length

Max length	4
Median length	4
Mean length	3.621078
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1086	87.4%
0	157	12.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1086	87.4%
0	157	12.6%

영문상호명
Text

MISSING

Distinct	29
Distinct (%)	100.0%
Missing	1214
Missing (%)	97.7%
Memory size	9.8 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	EMTCO Limited
2nd row	Leaders Tour
3rd row	SEOKWANG Travel
4th row	HANJU AIR TRAVEL CO.,LTD
5th row	WOOSUNG TRAVEL

Value	Count	Frequency (%)
tour	13	13.0%
travel	9	9.0%
co	7	7.0%
ltd	7	7.0%
co.,ltd	5	5.0%
inc	4	4.0%
service	3	3.0%
agency	3	3.0%
busan	2	2.0%
co.ltd	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%
E	28	4.8%
L	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%
Close Punctuation	1	0.2%
Open 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%
E	28	8.6%
L	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%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open 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%
E	28	5.9%
L	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%
E	28	4.8%
L	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 (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

<NA>	1214
Domestic travel business	6
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	4.4521319
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	97.7%
Domestic travel business	6	0.5%
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	93.1%
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
Categorical

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

<NA>	1086
0	157

Length

Max length	4
Median length	4
Mean length	3.621078
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1086	87.4%
0	157	12.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1086	87.4%
0	157	12.6%

선박척수
Categorical

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

<NA>	1086
0	157

Length

Max length	4
Median length	4
Mean length	3.621078
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1086	87.4%
0	157	12.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1086	87.4%
0	157	12.6%

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1243
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>	1086
0	157

Length

Max length	4
Median length	4
Mean length	3.621078
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1086	87.4%
0	157	12.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1086	87.4%
0	157	12.6%

좌석수
Categorical

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

<NA>	1086
0	157

Length

Max length	4
Median length	4
Mean length	3.621078
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1086	87.4%
0	157	12.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1086	87.4%
0	157	12.6%

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1243
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>	1086
0	157

Length

Max length	4
Median length	4
Mean length	3.621078
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1086	87.4%
0	157	12.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1086	87.4%
0	157	12.6%

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	223
Distinct (%)	53.3%
Missing	825
Missing (%)	66.4%
Infinite	0
Infinite (%)	0.0%
Mean	221.9677

Minimum	0
Maximum	43511
Zeros	136
Zeros (%)	10.9%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	33
Q3	66.685
95-th percentile	182.827
Maximum	43511
Range	43511
Interquartile range (IQR)	66.685

Descriptive statistics

Standard deviation	2327.3464
Coefficient of variation (CV)	10.485068
Kurtosis	297.64363
Mean	221.9677
Median Absolute Deviation (MAD)	33
Skewness	16.710839
Sum	92782.5
Variance	5416541.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	136	10.9%
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%
198.0	3	0.2%
12.0	3	0.2%
49.5	3	0.2%
25.0	3	0.2%
Other values (213)	234	18.8%
(Missing)	825	66.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	136	10.9%
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	1243
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>	1086
0	157

Length

Max length	4
Median length	4
Mean length	3.621078
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1086	87.4%
0	157	12.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1086	87.4%
0	157	12.6%

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1243
Missing (%)	100.0%
Memory size	11.1 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1243
Missing (%)	100.0%
Memory size	11.1 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1243
Missing (%)	100.0%
Memory size	11.1 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1243
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>	1242
20200205	1

Length

Max length	8
Median length	4
Mean length	4.003218
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>	1242	99.9%
20200205	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1242	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>	1242
20210204	1

Length

Max length	8
Median length	4
Mean length	4.003218
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>	1242	99.9%
20210204	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1242	99.9%
20210204	1	0.1%

자본금
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	141
Distinct (%)	16.6%
Missing	395
Missing (%)	31.8%
Infinite	0
Infinite (%)	0.0%
Mean	83247974

Minimum	0
Maximum	6.5122084 × 10⁹
Zeros	37
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	3000000
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	2.6231672 × 10⁸
Coefficient of variation (CV)	3.1510283
Kurtosis	460.58794
Mean	83247974
Median Absolute Deviation (MAD)	30000000
Skewness	20.165629
Sum	7.0594282 × 10¹⁰
Variance	6.8810064 × 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	37	3.0%
45000000	21	1.7%
60000000	16	1.3%
20000000	16	1.3%
Other values (131)	170	13.7%
(Missing)	395	31.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	3.0%
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%
505000000	1	0.1%
500000000	5	0.4%
490000000	1	0.1%
375256000	1	0.1%
300000000	3	0.2%
281323648	1	0.1%

보험시작일자
Real number (ℝ)

MISSING

Distinct	646
Distinct (%)	78.4%
Missing	419
Missing (%)	33.7%
Infinite	0
Infinite (%)	0.0%
Mean	20186019

Minimum	20021021
Maximum	20211117
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	20200563
Q3	20210221
95-th percentile	20210819
Maximum	20211117
Range	190096
Interquartile range (IQR)	39006.75

Descriptive statistics

Standard deviation	32016.515
Coefficient of variation (CV)	0.0015860737
Kurtosis	4.0421721
Mean	20186019
Median Absolute Deviation (MAD)	9949
Skewness	-1.924399
Sum	1.663328 × 10¹⁰
Variance	1.0250572 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210401	8	0.6%
20210201	6	0.5%
20201201	5	0.4%
20200625	5	0.4%
20210325	5	0.4%
20210101	5	0.4%
20200723	4	0.3%
20210323	4	0.3%
20200826	4	0.3%
20210113	4	0.3%
Other values (636)	774	62.3%
(Missing)	419	33.7%

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 (%)
20211117	3	0.2%
20211113	1	0.1%
20211111	1	0.1%
20211105	1	0.1%
20211028	1	0.1%
20211026	1	0.1%
20211025	1	0.1%
20211024	2	0.2%
20211014	1	0.1%
20211008	1	0.1%

보험종료일자
Real number (ℝ)

MISSING

Distinct	640
Distinct (%)	77.6%
Missing	418
Missing (%)	33.6%
Infinite	0
Infinite (%)	0.0%
Mean	20198599

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	20210609
Q3	20220224
95-th percentile	20220826
Maximum	21210810
Range	1179789
Interquartile range (IQR)	30116

Descriptive statistics

Standard deviation	59244.595
Coefficient of variation (CV)	0.0029331042
Kurtosis	205.92506
Mean	20198599
Median Absolute Deviation (MAD)	9913
Skewness	11.798409
Sum	1.6663844 × 10¹⁰
Variance	3.5099221 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20220331	7	0.6%
20211130	6	0.5%
20211231	6	0.5%
20220131	5	0.4%
20220322	4	0.3%
20220223	4	0.3%
20210630	4	0.3%
20200704	4	0.3%
20220228	4	0.3%
20210624	4	0.3%
Other values (630)	777	62.5%
(Missing)	418	33.6%

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%
20221117	1	0.1%
20221116	2	0.2%
20221113	1	0.1%
20221111	1	0.1%
20221110	1	0.1%
20221105	1	0.1%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1243
Missing (%)	100.0%
Memory size	11.1 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	130
Distinct (%)	31.1%
Missing	825
Missing (%)	66.4%
Infinite	0
Infinite (%)	0.0%
Mean	221.98325

Minimum	0
Maximum	43511
Zeros	136
Zeros (%)	10.9%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	33
Q3	66.75
95-th percentile	183.3
Maximum	43511
Range	43511
Interquartile range (IQR)	66.75

Descriptive statistics

Standard deviation	2327.3474
Coefficient of variation (CV)	10.484338
Kurtosis	297.64265
Mean	221.98325
Median Absolute Deviation (MAD)	33
Skewness	16.7108
Sum	92789
Variance	5416546.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	136	10.9%
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)	206	16.6%
(Missing)	825	66.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	136	10.9%
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	1243
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	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	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>
4	5	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>
5	6	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>
6	7	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>
7	8	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>
8	9	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>
9	10	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>

	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
1233	1234	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>
1234	1235	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>
1235	1236	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>
1236	1237	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>
1237	1238	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>
1238	1239	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>
1239	1240	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>
1240	1241	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>
1241	1242	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>
1242	1243	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