Overview

Dataset statistics

Number of variables60
Number of observations100
Missing cells3872
Missing cells (%)64.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory51.7 KiB
Average record size in memory529.3 B

Variable types

Numeric7
Categorical10
Text5
Unsupported37
DateTime1

Dataset

Description2021-06-01
Author지방행정인허가공개데이터
URLhttps://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123084

Alerts

개방서비스명 has constant value ""Constant
개방서비스id has constant value ""Constant
개방자치단체코드 has constant value ""Constant
문화체육업종명 has constant value ""Constant
소재지면적 is highly imbalanced (85.9%)Imbalance
인허가취소일자 has 100 (100.0%) missing valuesMissing
폐업일자 has 85 (85.0%) missing valuesMissing
휴업시작일자 has 100 (100.0%) missing valuesMissing
휴업종료일자 has 100 (100.0%) missing valuesMissing
재개업일자 has 100 (100.0%) missing valuesMissing
소재지전화 has 61 (61.0%) missing valuesMissing
소재지우편번호 has 100 (100.0%) missing valuesMissing
소재지전체주소 has 26 (26.0%) missing valuesMissing
도로명우편번호 has 100 (100.0%) missing valuesMissing
업태구분명 has 100 (100.0%) missing valuesMissing
문화사업자구분명 has 100 (100.0%) missing valuesMissing
총층수 has 100 (100.0%) missing valuesMissing
주변환경명 has 100 (100.0%) missing valuesMissing
제작취급품목내용 has 100 (100.0%) missing valuesMissing
시설면적 has 100 (100.0%) missing valuesMissing
지상층수 has 100 (100.0%) missing valuesMissing
지하층수 has 100 (100.0%) missing valuesMissing
건물용도명 has 100 (100.0%) missing valuesMissing
통로너비 has 100 (100.0%) missing valuesMissing
조명시설조도 has 100 (100.0%) missing valuesMissing
노래방실수 has 100 (100.0%) missing valuesMissing
청소년실수 has 100 (100.0%) missing valuesMissing
비상계단여부 has 100 (100.0%) missing valuesMissing
비상구여부 has 100 (100.0%) missing valuesMissing
자동환기여부 has 100 (100.0%) missing valuesMissing
청소년실여부 has 100 (100.0%) missing valuesMissing
특수조명여부 has 100 (100.0%) missing valuesMissing
방음시설여부 has 100 (100.0%) missing valuesMissing
비디오재생기명 has 100 (100.0%) missing valuesMissing
조명시설유무 has 100 (100.0%) missing valuesMissing
음향시설여부 has 100 (100.0%) missing valuesMissing
편의시설여부 has 100 (100.0%) missing valuesMissing
소방시설여부 has 100 (100.0%) missing valuesMissing
총게임기수 has 100 (100.0%) missing valuesMissing
기존게임업외업종명 has 100 (100.0%) missing valuesMissing
제공게임물명 has 100 (100.0%) missing valuesMissing
공연장형태구분명 has 100 (100.0%) missing valuesMissing
최초등록시점 has 100 (100.0%) missing valuesMissing
지역구분명 has 100 (100.0%) missing valuesMissing
Unnamed: 59 has 100 (100.0%) missing valuesMissing
번호 has unique valuesUnique
관리번호 has unique valuesUnique
최종수정시점 has unique valuesUnique
인허가취소일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
휴업시작일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
휴업종료일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
재개업일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
소재지우편번호 is an unsupported type, check if it needs cleaning or further analysisUnsupported
도로명우편번호 is an unsupported type, check if it needs cleaning or further analysisUnsupported
업태구분명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
문화사업자구분명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총층수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
주변환경명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
제작취급품목내용 is an unsupported type, check if it needs cleaning or further analysisUnsupported
시설면적 is an unsupported type, check if it needs cleaning or further analysisUnsupported
지상층수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
지하층수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
건물용도명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
통로너비 is an unsupported type, check if it needs cleaning or further analysisUnsupported
조명시설조도 is an unsupported type, check if it needs cleaning or further analysisUnsupported
노래방실수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
청소년실수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
비상계단여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
비상구여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
자동환기여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
청소년실여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
특수조명여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
방음시설여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
비디오재생기명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
조명시설유무 is an unsupported type, check if it needs cleaning or further analysisUnsupported
음향시설여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
편의시설여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
소방시설여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총게임기수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
기존게임업외업종명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
제공게임물명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
공연장형태구분명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
최초등록시점 is an unsupported type, check if it needs cleaning or further analysisUnsupported
지역구분명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 59 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-04-17 00:13:49.583183
Analysis finished2024-04-17 00:13:50.080127
Duration0.5 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean50.5
Minimum1
Maximum100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-04-17T09:13:50.139197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.95
Q125.75
median50.5
Q375.25
95-th percentile95.05
Maximum100
Range99
Interquartile range (IQR)49.5

Descriptive statistics

Standard deviation29.011492
Coefficient of variation (CV)0.57448499
Kurtosis-1.2
Mean50.5
Median Absolute Deviation (MAD)25
Skewness0
Sum5050
Variance841.66667
MonotonicityStrictly increasing
2024-04-17T09:13:50.243384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.0%
65 1
 
1.0%
75 1
 
1.0%
74 1
 
1.0%
73 1
 
1.0%
72 1
 
1.0%
71 1
 
1.0%
70 1
 
1.0%
69 1
 
1.0%
68 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
1 1
1.0%
2 1
1.0%
3 1
1.0%
4 1
1.0%
5 1
1.0%
6 1
1.0%
7 1
1.0%
8 1
1.0%
9 1
1.0%
10 1
1.0%
ValueCountFrequency (%)
100 1
1.0%
99 1
1.0%
98 1
1.0%
97 1
1.0%
96 1
1.0%
95 1
1.0%
94 1
1.0%
93 1
1.0%
92 1
1.0%
91 1
1.0%

개방서비스명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
음반물제작업
100 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
음반물제작업 100
100.0%

Length

2024-04-17T09:13:50.341593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T09:13:50.415599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
음반물제작업 100
100.0%

개방서비스id
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
03_14_05_P
100 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row03_14_05_P
2nd row03_14_05_P
3rd row03_14_05_P
4th row03_14_05_P
5th row03_14_05_P

Common Values

ValueCountFrequency (%)
03_14_05_P 100
100.0%

Length

2024-04-17T09:13:50.487414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T09:13:50.560185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
03_14_05_p 100
100.0%

개방자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
6260000
100 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row6260000
2nd row6260000
3rd row6260000
4th row6260000
5th row6260000

Common Values

ValueCountFrequency (%)
6260000 100
100.0%

Length

2024-04-17T09:13:50.635892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T09:13:50.704550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
6260000 100
100.0%

관리번호
Text

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2024-04-17T09:13:50.854234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length15
Mean length15
Min length15

Characters and Unicode

Total characters1500
Distinct characters11
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique100 ?
Unique (%)100.0%

Sample

1st rowM01012018000008
2nd rowM01012019000002
3rd rowM01012019000003
4th rowM01012019000004
5th rowM01012019000005
ValueCountFrequency (%)
m01012018000008 1
 
1.0%
m01012008000012 1
 
1.0%
m01012016000003 1
 
1.0%
m01012016000002 1
 
1.0%
m01012016000001 1
 
1.0%
m01012015000011 1
 
1.0%
m01012015000010 1
 
1.0%
m01012015000004 1
 
1.0%
m01012015000001 1
 
1.0%
m01012014000009 1
 
1.0%
Other values (90) 90
90.0%
2024-04-17T09:13:51.135218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 817
54.5%
1 298
 
19.9%
2 129
 
8.6%
M 100
 
6.7%
8 40
 
2.7%
9 24
 
1.6%
4 22
 
1.5%
5 21
 
1.4%
3 17
 
1.1%
6 17
 
1.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1400
93.3%
Uppercase Letter 100
 
6.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 817
58.4%
1 298
 
21.3%
2 129
 
9.2%
8 40
 
2.9%
9 24
 
1.7%
4 22
 
1.6%
5 21
 
1.5%
3 17
 
1.2%
6 17
 
1.2%
7 15
 
1.1%
Uppercase Letter
ValueCountFrequency (%)
M 100
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1400
93.3%
Latin 100
 
6.7%

Most frequent character per script

Common
ValueCountFrequency (%)
0 817
58.4%
1 298
 
21.3%
2 129
 
9.2%
8 40
 
2.9%
9 24
 
1.7%
4 22
 
1.6%
5 21
 
1.5%
3 17
 
1.2%
6 17
 
1.2%
7 15
 
1.1%
Latin
ValueCountFrequency (%)
M 100
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1500
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 817
54.5%
1 298
 
19.9%
2 129
 
8.6%
M 100
 
6.7%
8 40
 
2.7%
9 24
 
1.6%
4 22
 
1.5%
5 21
 
1.4%
3 17
 
1.1%
6 17
 
1.1%

인허가일자
Real number (ℝ)

Distinct76
Distinct (%)76.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20140788
Minimum20080417
Maximum20201230
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-04-17T09:13:51.271185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20080417
5-th percentile20080917
Q120080917
median20150254
Q320180740
95-th percentile20200247
Maximum20201230
Range120813
Interquartile range (IQR)99823.25

Descriptive statistics

Standard deviation43901.655
Coefficient of variation (CV)0.0021797387
Kurtosis-1.4386654
Mean20140788
Median Absolute Deviation (MAD)39960.5
Skewness-0.2561023
Sum2.0140788 × 109
Variance1.9273553 × 109
MonotonicityNot monotonic
2024-04-17T09:13:51.387618image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20080917 21
 
21.0%
20190218 3
 
3.0%
20170601 3
 
3.0%
20181115 1
 
1.0%
20160504 1
 
1.0%
20150303 1
 
1.0%
20141125 1
 
1.0%
20140919 1
 
1.0%
20140903 1
 
1.0%
20180605 1
 
1.0%
Other values (66) 66
66.0%
ValueCountFrequency (%)
20080417 1
 
1.0%
20080422 1
 
1.0%
20080711 1
 
1.0%
20080904 1
 
1.0%
20080911 1
 
1.0%
20080917 21
21.0%
20090112 1
 
1.0%
20090220 1
 
1.0%
20090625 1
 
1.0%
20090904 1
 
1.0%
ValueCountFrequency (%)
20201230 1
1.0%
20200918 1
1.0%
20200904 1
1.0%
20200712 1
1.0%
20200611 1
1.0%
20200228 1
1.0%
20200113 1
1.0%
20191213 1
1.0%
20191211 1
1.0%
20191205 1
1.0%

인허가취소일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

영업상태구분코드
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
85 
3
15 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 85
85.0%
3 15
 
15.0%

Length

2024-04-17T09:13:51.493302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T09:13:51.561687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 85
85.0%
3 15
 
15.0%

영업상태명
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
영업/정상
85 
폐업
15 

Length

Max length5
Median length5
Mean length4.55
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row영업/정상
2nd row영업/정상
3rd row영업/정상
4th row영업/정상
5th row영업/정상

Common Values

ValueCountFrequency (%)
영업/정상 85
85.0%
폐업 15
 
15.0%

Length

2024-04-17T09:13:51.643065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T09:13:51.728312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영업/정상 85
85.0%
폐업 15
 
15.0%

상세영업상태코드
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
85 
3
15 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 85
85.0%
3 15
 
15.0%

Length

2024-04-17T09:13:51.813479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T09:13:51.887355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 85
85.0%
3 15
 
15.0%

상세영업상태명
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
영업
85 
폐업
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
영업 85
85.0%
폐업 15
 
15.0%

Length

2024-04-17T09:13:51.967604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T09:13:52.036655image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영업 85
85.0%
폐업 15
 
15.0%

폐업일자
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)100.0%
Missing85
Missing (%)85.0%
Infinite0
Infinite (%)0.0%
Mean20167329
Minimum20091118
Maximum20200227
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-04-17T09:13:52.109704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20091118
5-th percentile20111766
Q120160312
median20180803
Q320190270
95-th percentile20193910
Maximum20200227
Range109109
Interquartile range (IQR)29958

Descriptive statistics

Standard deviation30034.583
Coefficient of variation (CV)0.0014892692
Kurtosis1.8241878
Mean20167329
Median Absolute Deviation (MAD)10400
Skewness-1.4315661
Sum3.0250994 × 108
Variance9.0207617 × 108
MonotonicityNot monotonic
2024-04-17T09:13:52.202542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
20190409 1
 
1.0%
20200227 1
 
1.0%
20191203 1
 
1.0%
20180803 1
 
1.0%
20170912 1
 
1.0%
20141013 1
 
1.0%
20180822 1
 
1.0%
20120615 1
 
1.0%
20160119 1
 
1.0%
20190130 1
 
1.0%
Other values (5) 5
 
5.0%
(Missing) 85
85.0%
ValueCountFrequency (%)
20091118 1
1.0%
20120615 1
1.0%
20141013 1
1.0%
20160119 1
1.0%
20160504 1
1.0%
20160608 1
1.0%
20170912 1
1.0%
20180803 1
1.0%
20180822 1
1.0%
20181026 1
1.0%
ValueCountFrequency (%)
20200227 1
1.0%
20191203 1
1.0%
20190429 1
1.0%
20190409 1
1.0%
20190130 1
1.0%
20181026 1
1.0%
20180822 1
1.0%
20180803 1
1.0%
20170912 1
1.0%
20160608 1
1.0%

휴업시작일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

휴업종료일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

재개업일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

소재지전화
Real number (ℝ)

MISSING 

Distinct39
Distinct (%)100.0%
Missing61
Missing (%)61.0%
Infinite0
Infinite (%)0.0%
Mean5.0329107 × 108
Minimum15881815
Maximum5.1962962 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-04-17T09:13:52.310601image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum15881815
5-th percentile5.1204713 × 108
Q15.1429841 × 108
median5.1624449 × 108
Q35.175816 × 108
95-th percentile5.1905883 × 108
Maximum5.1962962 × 108
Range5.0374781 × 108
Interquartile range (IQR)3283192.5

Descriptive statistics

Standard deviation80130299
Coefficient of variation (CV)0.15921264
Kurtosis38.940124
Mean5.0329107 × 108
Median Absolute Deviation (MAD)1366742
Skewness-6.2379939
Sum1.9628352 × 1010
Variance6.4208649 × 1015
MonotonicityNot monotonic
2024-04-17T09:13:52.420550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
513222324 1
 
1.0%
513298500 1
 
1.0%
517531032 1
 
1.0%
516075945 1
 
1.0%
515828526 1
 
1.0%
519041478 1
 
1.0%
512028329 1
 
1.0%
517611228 1
 
1.0%
518188150 1
 
1.0%
516281242 1
 
1.0%
Other values (29) 29
29.0%
(Missing) 61
61.0%
ValueCountFrequency (%)
15881815 1
1.0%
512028329 1
1.0%
512049221 1
1.0%
512545686 1
1.0%
513013060 1
1.0%
513112080 1
1.0%
513164283 1
1.0%
513222324 1
1.0%
513298500 1
1.0%
513572732 1
1.0%
ValueCountFrequency (%)
519629622 1
1.0%
519215031 1
1.0%
519041478 1
1.0%
518688545 1
1.0%
518670274 1
1.0%
518648864 1
1.0%
518198798 1
1.0%
518188150 1
1.0%
518040084 1
1.0%
517611228 1
1.0%

소재지면적
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
<NA>
98 
0
 
2

Length

Max length4
Median length4
Mean length3.94
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 98
98.0%
0 2
 
2.0%

Length

2024-04-17T09:13:52.527683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T09:13:52.601904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 98
98.0%
0 2
 
2.0%

소재지우편번호
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

소재지전체주소
Text

MISSING 

Distinct71
Distinct (%)95.9%
Missing26
Missing (%)26.0%
Memory size932.0 B
2024-04-17T09:13:52.864928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length38
Median length36
Mean length24.135135
Min length19

Characters and Unicode

Total characters1786
Distinct characters121
Distinct categories4 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique68 ?
Unique (%)91.9%

Sample

1st row부산광역시 해운대구 우동 1466번지 2호
2nd row부산광역시 영도구 영선동2가 43번지 4호
3rd row부산광역시 수영구 남천동 7번지 17호
4th row부산광역시 동래구 온천동 254번지 4호
5th row부산광역시 부산진구 부전동 390번지 1호
ValueCountFrequency (%)
부산광역시 74
 
18.9%
연제구 12
 
3.1%
1호 12
 
3.1%
수영구 9
 
2.3%
부산진구 9
 
2.3%
연산동 9
 
2.3%
북구 7
 
1.8%
남구 6
 
1.5%
2호 6
 
1.5%
금정구 6
 
1.5%
Other values (163) 241
61.6%
2024-04-17T09:13:53.261249image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
317
17.7%
부 94
 
5.3%
산 93
 
5.2%
동 85
 
4.8%
지 81
 
4.5%
구 78
 
4.4%
광 76
 
4.3%
역 74
 
4.1%
시 74
 
4.1%
번 74
 
4.1%
Other values (111) 740
41.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1115
62.4%
Decimal Number 348
 
19.5%
Space Separator 317
 
17.7%
Uppercase Letter 6
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
부 94
 
8.4%
산 93
 
8.3%
동 85
 
7.6%
지 81
 
7.3%
구 78
 
7.0%
광 76
 
6.8%
역 74
 
6.6%
시 74
 
6.6%
번 74
 
6.6%
호 72
 
6.5%
Other values (96) 314
28.2%
Decimal Number
ValueCountFrequency (%)
1 64
18.4%
2 48
13.8%
4 44
12.6%
3 38
10.9%
6 31
8.9%
0 31
8.9%
7 31
8.9%
5 25
 
7.2%
8 19
 
5.5%
9 17
 
4.9%
Uppercase Letter
ValueCountFrequency (%)
I 2
33.3%
B 2
33.3%
K 1
16.7%
C 1
16.7%
Space Separator
ValueCountFrequency (%)
317
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1115
62.4%
Common 665
37.2%
Latin 6
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
부 94
 
8.4%
산 93
 
8.3%
동 85
 
7.6%
지 81
 
7.3%
구 78
 
7.0%
광 76
 
6.8%
역 74
 
6.6%
시 74
 
6.6%
번 74
 
6.6%
호 72
 
6.5%
Other values (96) 314
28.2%
Common
ValueCountFrequency (%)
317
47.7%
1 64
 
9.6%
2 48
 
7.2%
4 44
 
6.6%
3 38
 
5.7%
6 31
 
4.7%
0 31
 
4.7%
7 31
 
4.7%
5 25
 
3.8%
8 19
 
2.9%
Latin
ValueCountFrequency (%)
I 2
33.3%
B 2
33.3%
K 1
16.7%
C 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1115
62.4%
ASCII 671
37.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
317
47.2%
1 64
 
9.5%
2 48
 
7.2%
4 44
 
6.6%
3 38
 
5.7%
6 31
 
4.6%
0 31
 
4.6%
7 31
 
4.6%
5 25
 
3.7%
8 19
 
2.8%
Other values (5) 23
 
3.4%
Hangul
ValueCountFrequency (%)
부 94
 
8.4%
산 93
 
8.3%
동 85
 
7.6%
지 81
 
7.3%
구 78
 
7.0%
광 76
 
6.8%
역 74
 
6.6%
시 74
 
6.6%
번 74
 
6.6%
호 72
 
6.5%
Other values (96) 314
28.2%

도로명전체주소
Text

Distinct97
Distinct (%)97.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2024-04-17T09:13:53.496010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length55
Median length42
Mean length30.9
Min length21

Characters and Unicode

Total characters3090
Distinct characters198
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique94 ?
Unique (%)94.0%

Sample

1st row부산광역시 부산진구 동평로405번길 92-0 (양정동)
2nd row부산광역시 부산진구 부전로162번길 28-0 (부전동,서면종합상가시장)
3rd row부산광역시 사상구 백양대로 909-0 (모라동)
4th row부산광역시 부산진구 냉정로 237-0 (가야동)
5th row부산광역시 중구 중구로 71-0 (대청동4가)
ValueCountFrequency (%)
부산광역시 100
 
17.8%
부산진구 13
 
2.3%
수영구 12
 
2.1%
연제구 12
 
2.1%
북구 9
 
1.6%
금정구 9
 
1.6%
연산동 8
 
1.4%
2층 8
 
1.4%
3층 8
 
1.4%
사하구 7
 
1.2%
Other values (270) 375
66.8%
2024-04-17T09:13:53.852634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
461
 
14.9%
동 134
 
4.3%
부 132
 
4.3%
산 127
 
4.1%
구 111
 
3.6%
광 107
 
3.5%
시 105
 
3.4%
1 104
 
3.4%
) 100
 
3.2%
( 100
 
3.2%
Other values (188) 1609
52.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1798
58.2%
Decimal Number 502
 
16.2%
Space Separator 461
 
14.9%
Close Punctuation 100
 
3.2%
Open Punctuation 100
 
3.2%
Other Punctuation 70
 
2.3%
Dash Punctuation 49
 
1.6%
Uppercase Letter 10
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 134
 
7.5%
부 132
 
7.3%
산 127
 
7.1%
구 111
 
6.2%
광 107
 
6.0%
시 105
 
5.8%
역 100
 
5.6%
로 97
 
5.4%
대 54
 
3.0%
길 43
 
2.4%
Other values (168) 788
43.8%
Decimal Number
ValueCountFrequency (%)
1 104
20.7%
0 79
15.7%
2 60
12.0%
4 52
10.4%
3 50
10.0%
6 47
9.4%
5 34
 
6.8%
7 27
 
5.4%
9 25
 
5.0%
8 24
 
4.8%
Uppercase Letter
ValueCountFrequency (%)
B 5
50.0%
I 2
 
20.0%
K 1
 
10.0%
C 1
 
10.0%
A 1
 
10.0%
Space Separator
ValueCountFrequency (%)
461
100.0%
Close Punctuation
ValueCountFrequency (%)
) 100
100.0%
Open Punctuation
ValueCountFrequency (%)
( 100
100.0%
Other Punctuation
ValueCountFrequency (%)
, 70
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 49
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1798
58.2%
Common 1282
41.5%
Latin 10
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 134
 
7.5%
부 132
 
7.3%
산 127
 
7.1%
구 111
 
6.2%
광 107
 
6.0%
시 105
 
5.8%
역 100
 
5.6%
로 97
 
5.4%
대 54
 
3.0%
길 43
 
2.4%
Other values (168) 788
43.8%
Common
ValueCountFrequency (%)
461
36.0%
1 104
 
8.1%
) 100
 
7.8%
( 100
 
7.8%
0 79
 
6.2%
, 70
 
5.5%
2 60
 
4.7%
4 52
 
4.1%
3 50
 
3.9%
- 49
 
3.8%
Other values (5) 157
 
12.2%
Latin
ValueCountFrequency (%)
B 5
50.0%
I 2
 
20.0%
K 1
 
10.0%
C 1
 
10.0%
A 1
 
10.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1798
58.2%
ASCII 1292
41.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
461
35.7%
1 104
 
8.0%
) 100
 
7.7%
( 100
 
7.7%
0 79
 
6.1%
, 70
 
5.4%
2 60
 
4.6%
4 52
 
4.0%
3 50
 
3.9%
- 49
 
3.8%
Other values (10) 167
 
12.9%
Hangul
ValueCountFrequency (%)
동 134
 
7.5%
부 132
 
7.3%
산 127
 
7.1%
구 111
 
6.2%
광 107
 
6.0%
시 105
 
5.8%
역 100
 
5.6%
로 97
 
5.4%
대 54
 
3.0%
길 43
 
2.4%
Other values (168) 788
43.8%

도로명우편번호
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

사업장명
Text

Distinct95
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2024-04-17T09:13:54.112863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length31
Median length18
Mean length7.64
Min length2

Characters and Unicode

Total characters764
Distinct characters215
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique90 ?
Unique (%)90.0%

Sample

1st row(주)이지엘이십일
2nd row신디코리아
3rd row타임노래뮤비방
4th row길노래뮤비방
5th row떨기나무C&M
ValueCountFrequency (%)
은하수뮤비존 2
 
1.7%
노래뮤비방 2
 
1.7%
스튜디오 2
 
1.7%
손오공노래뮤비방 2
 
1.7%
소리창고 2
 
1.7%
entertainment 2
 
1.7%
글리사운드 2
 
1.7%
타임노래뮤비방 2
 
1.7%
숨뮤직 2
 
1.7%
보이지노래뮤비방 1
 
0.8%
Other values (102) 102
84.3%
2024-04-17T09:13:54.467701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
뮤 36
 
4.7%
비 36
 
4.7%
래 32
 
4.2%
노 31
 
4.1%
방 28
 
3.7%
21
 
2.7%
이 15
 
2.0%
스 15
 
2.0%
디 15
 
2.0%
) 15
 
2.0%
Other values (205) 520
68.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 577
75.5%
Uppercase Letter 91
 
11.9%
Lowercase Letter 39
 
5.1%
Space Separator 21
 
2.7%
Close Punctuation 15
 
2.0%
Open Punctuation 15
 
2.0%
Other Punctuation 4
 
0.5%
Dash Punctuation 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
뮤 36
 
6.2%
비 36
 
6.2%
래 32
 
5.5%
노 31
 
5.4%
방 28
 
4.9%
이 15
 
2.6%
스 15
 
2.6%
디 15
 
2.6%
주 10
 
1.7%
에 9
 
1.6%
Other values (160) 350
60.7%
Uppercase Letter
ValueCountFrequency (%)
E 12
13.2%
M 10
11.0%
N 8
 
8.8%
A 7
 
7.7%
T 5
 
5.5%
I 5
 
5.5%
D 5
 
5.5%
R 5
 
5.5%
O 5
 
5.5%
S 5
 
5.5%
Other values (12) 24
26.4%
Lowercase Letter
ValueCountFrequency (%)
e 7
17.9%
n 6
15.4%
i 5
12.8%
t 3
7.7%
a 3
7.7%
r 2
 
5.1%
o 2
 
5.1%
d 2
 
5.1%
m 1
 
2.6%
z 1
 
2.6%
Other values (7) 7
17.9%
Other Punctuation
ValueCountFrequency (%)
& 2
50.0%
. 2
50.0%
Space Separator
ValueCountFrequency (%)
21
100.0%
Close Punctuation
ValueCountFrequency (%)
) 15
100.0%
Open Punctuation
ValueCountFrequency (%)
( 15
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 577
75.5%
Latin 130
 
17.0%
Common 57
 
7.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
뮤 36
 
6.2%
비 36
 
6.2%
래 32
 
5.5%
노 31
 
5.4%
방 28
 
4.9%
이 15
 
2.6%
스 15
 
2.6%
디 15
 
2.6%
주 10
 
1.7%
에 9
 
1.6%
Other values (160) 350
60.7%
Latin
ValueCountFrequency (%)
E 12
 
9.2%
M 10
 
7.7%
N 8
 
6.2%
e 7
 
5.4%
A 7
 
5.4%
n 6
 
4.6%
T 5
 
3.8%
I 5
 
3.8%
D 5
 
3.8%
R 5
 
3.8%
Other values (29) 60
46.2%
Common
ValueCountFrequency (%)
21
36.8%
) 15
26.3%
( 15
26.3%
- 2
 
3.5%
& 2
 
3.5%
. 2
 
3.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 577
75.5%
ASCII 187
 
24.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
뮤 36
 
6.2%
비 36
 
6.2%
래 32
 
5.5%
노 31
 
5.4%
방 28
 
4.9%
이 15
 
2.6%
스 15
 
2.6%
디 15
 
2.6%
주 10
 
1.7%
에 9
 
1.6%
Other values (160) 350
60.7%
ASCII
ValueCountFrequency (%)
21
 
11.2%
) 15
 
8.0%
( 15
 
8.0%
E 12
 
6.4%
M 10
 
5.3%
N 8
 
4.3%
e 7
 
3.7%
A 7
 
3.7%
n 6
 
3.2%
T 5
 
2.7%
Other values (35) 81
43.3%

최종수정시점
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0168128 × 1013
Minimum2.0120615 × 1013
Maximum2.0210104 × 1013
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-04-17T09:13:54.588635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.0120615 × 1013
5-th percentile2.0131226 × 1013
Q12.0131226 × 1013
median2.0180124 × 1013
Q32.0191136 × 1013
95-th percentile2.020123 × 1013
Maximum2.0210104 × 1013
Range8.9488944 × 1010
Interquartile range (IQR)5.9909485 × 1010

Descriptive statistics

Standard deviation2.826105 × 1010
Coefficient of variation (CV)0.0014012728
Kurtosis-1.5949721
Mean2.0168128 × 1013
Median Absolute Deviation (MAD)2.1105995 × 1010
Skewness-0.2285593
Sum2.0168128 × 1015
Variance7.9868697 × 1020
MonotonicityNot monotonic
2024-04-17T09:13:54.696202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20190109114413 1
 
1.0%
20131226164303 1
 
1.0%
20180124163902 1
 
1.0%
20180124164427 1
 
1.0%
20180124163959 1
 
1.0%
20180124163731 1
 
1.0%
20151030095953 1
 
1.0%
20150901142229 1
 
1.0%
20150206165144 1
 
1.0%
20150109113233 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
20120615151447 1
1.0%
20131220182320 1
1.0%
20131226142543 1
1.0%
20131226143200 1
1.0%
20131226143456 1
1.0%
20131226151353 1
1.0%
20131226151513 1
1.0%
20131226162054 1
1.0%
20131226162140 1
1.0%
20131226162638 1
1.0%
ValueCountFrequency (%)
20210104095916 1
1.0%
20210104095755 1
1.0%
20201230170332 1
1.0%
20201230170134 1
1.0%
20201230170102 1
1.0%
20201230165902 1
1.0%
20201230165746 1
1.0%
20201230165502 1
1.0%
20201230164932 1
1.0%
20201230161838 1
1.0%

데이터갱신구분
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
I
67 
U
33 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowU
2nd rowI
3rd rowU
4th rowU
5th rowU

Common Values

ValueCountFrequency (%)
I 67
67.0%
U 33
33.0%

Length

2024-04-17T09:13:54.792944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T09:13:54.864806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
i 67
67.0%
u 33
33.0%

데이터갱신일자
Date

Distinct31
Distinct (%)31.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
Minimum2018-08-31 23:59:59
Maximum2021-01-06 02:40:00
2024-04-17T09:13:54.943573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T09:13:55.041893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)

업태구분명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

좌표정보(x)
Real number (ℝ)

Distinct93
Distinct (%)93.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean387560.5
Minimum371173.91
Maximum403285.89
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-04-17T09:13:55.146662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum371173.91
5-th percentile378952.03
Q1384875.47
median388827.14
Q3391178.63
95-th percentile393562.18
Maximum403285.89
Range32111.98
Interquartile range (IQR)6303.1556

Descriptive statistics

Standard deviation5116.8065
Coefficient of variation (CV)0.013202601
Kurtosis1.2805891
Mean387560.5
Median Absolute Deviation (MAD)3064.8288
Skewness-0.63319185
Sum38756050
Variance26181709
MonotonicityNot monotonic
2024-04-17T09:13:55.257556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
384895.390231743 2
 
2.0%
381238.21753757 2
 
2.0%
381562.468483638 2
 
2.0%
391853.684624299 2
 
2.0%
390221.575485059 2
 
2.0%
384925.884432754 2
 
2.0%
378560.601636724 2
 
2.0%
380398.062015138 1
 
1.0%
394038.562998688 1
 
1.0%
381963.923056154 1
 
1.0%
Other values (83) 83
83.0%
ValueCountFrequency (%)
371173.90939644 1
1.0%
371181.352545926 1
1.0%
378333.284788237 1
1.0%
378560.601636724 2
2.0%
378972.62909457 1
1.0%
379527.398974186 1
1.0%
379626.0276343 1
1.0%
380398.062015138 1
1.0%
380649.173187303 1
1.0%
380909.178507556 1
1.0%
ValueCountFrequency (%)
403285.889461793 1
1.0%
395615.201853958 1
1.0%
394038.562998688 1
1.0%
393790.344709358 1
1.0%
393573.517296519 1
1.0%
393561.58646018 1
1.0%
393400.979705311 1
1.0%
393275.892081398 1
1.0%
392991.610020548 1
1.0%
392958.273296617 1
1.0%

좌표정보(y)
Real number (ℝ)

Distinct93
Distinct (%)93.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean186942.42
Minimum175314.29
Maximum199153.28
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-04-17T09:13:55.366624image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum175314.29
5-th percentile178350
Q1184110.67
median187626.92
Q3190426.59
95-th percentile194620.47
Maximum199153.28
Range23838.994
Interquartile range (IQR)6315.9202

Descriptive statistics

Standard deviation5032.5832
Coefficient of variation (CV)0.026920498
Kurtosis-0.33029061
Mean186942.42
Median Absolute Deviation (MAD)3133.8765
Skewness-0.12154018
Sum18694242
Variance25326893
MonotonicityNot monotonic
2024-04-17T09:13:55.714912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
185266.377015509 2
 
2.0%
189401.461194846 2
 
2.0%
190426.58842035 2
 
2.0%
188251.169342488 2
 
2.0%
194263.188438189 2
 
2.0%
179582.832485656 2
 
2.0%
180059.849928455 2
 
2.0%
175314.286676535 1
 
1.0%
188042.384551855 1
 
1.0%
179702.253031599 1
 
1.0%
Other values (83) 83
83.0%
ValueCountFrequency (%)
175314.286676535 1
1.0%
177211.303830763 1
1.0%
177450.776987731 1
1.0%
177853.438901172 1
1.0%
177935.959531878 1
1.0%
178371.788022856 1
1.0%
179244.572525748 1
1.0%
179582.832485656 2
2.0%
179702.253031599 1
1.0%
179941.115872941 1
1.0%
ValueCountFrequency (%)
199153.280383391 1
1.0%
198400.128567093 1
1.0%
196210.526021658 1
1.0%
195714.84532185 1
1.0%
195149.600052536 1
1.0%
194592.620689494 1
1.0%
194263.188438189 2
2.0%
193844.925188811 1
1.0%
193724.667830617 1
1.0%
193053.070345791 1
1.0%

문화체육업종명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
음반물제작업
100 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
음반물제작업 100
100.0%

Length

2024-04-17T09:13:55.824379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T09:13:55.889675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
음반물제작업 100
100.0%

문화사업자구분명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

총층수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

주변환경명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

제작취급품목내용
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

시설면적
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

지상층수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

지하층수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

건물용도명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

통로너비
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

조명시설조도
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

노래방실수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

청소년실수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

비상계단여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

비상구여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

자동환기여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

청소년실여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

특수조명여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

방음시설여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

비디오재생기명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

조명시설유무
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

음향시설여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

편의시설여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

소방시설여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

총게임기수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

기존게임업외업종명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

제공게임물명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

공연장형태구분명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

품목명
Text

Distinct54
Distinct (%)54.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2024-04-17T09:13:56.042605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length41
Median length25
Mean length13.84
Min length2

Characters and Unicode

Total characters1384
Distinct characters94
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique45 ?
Unique (%)45.0%

Sample

1st row음원,앨범,온라인으반,음악영상물,USB,뮤직비디오
2nd row디지털음반, 앨범,CD, USB,무직비디오 등
3rd row음악영상물 음악영상파일 USB
4th row음악영상물 음악영상파일 USB
5th row음원 음악파일
ValueCountFrequency (%)
음악영상물 42
17.2%
음악영상파일 31
12.7%
usb 26
 
10.7%
음반,음악영상물 20
 
8.2%
음반 17
 
7.0%
음원 12
 
4.9%
등 9
 
3.7%
sd카드 9
 
3.7%
뮤직비디오 7
 
2.9%
온라인 5
 
2.0%
Other values (48) 66
27.0%
2024-04-17T09:13:56.345077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
음 179
12.9%
143
 
10.3%
영 124
 
9.0%
상 123
 
8.9%
, 117
 
8.5%
악 112
 
8.1%
물 82
 
5.9%
반 51
 
3.7%
일 37
 
2.7%
파 37
 
2.7%
Other values (84) 379
27.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 967
69.9%
Space Separator 143
 
10.3%
Uppercase Letter 124
 
9.0%
Other Punctuation 120
 
8.7%
Lowercase Letter 13
 
0.9%
Decimal Number 8
 
0.6%
Close Punctuation 3
 
0.2%
Open Punctuation 3
 
0.2%
Dash Punctuation 2
 
0.1%
Control 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
음 179
18.5%
영 124
12.8%
상 123
12.7%
악 112
11.6%
물 82
8.5%
반 51
 
5.3%
일 37
 
3.8%
파 37
 
3.8%
디 18
 
1.9%
원 15
 
1.6%
Other values (58) 189
19.5%
Uppercase Letter
ValueCountFrequency (%)
S 36
29.0%
U 28
22.6%
B 28
22.6%
D 19
15.3%
C 7
 
5.6%
V 2
 
1.6%
P 1
 
0.8%
T 1
 
0.8%
A 1
 
0.8%
E 1
 
0.8%
Lowercase Letter
ValueCountFrequency (%)
s 5
38.5%
u 3
23.1%
b 3
23.1%
d 2
 
15.4%
Decimal Number
ValueCountFrequency (%)
1 3
37.5%
2 3
37.5%
0 1
 
12.5%
8 1
 
12.5%
Other Punctuation
ValueCountFrequency (%)
, 117
97.5%
. 2
 
1.7%
· 1
 
0.8%
Space Separator
ValueCountFrequency (%)
143
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Control
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 967
69.9%
Common 280
 
20.2%
Latin 137
 
9.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
음 179
18.5%
영 124
12.8%
상 123
12.7%
악 112
11.6%
물 82
8.5%
반 51
 
5.3%
일 37
 
3.8%
파 37
 
3.8%
디 18
 
1.9%
원 15
 
1.6%
Other values (58) 189
19.5%
Latin
ValueCountFrequency (%)
S 36
26.3%
U 28
20.4%
B 28
20.4%
D 19
13.9%
C 7
 
5.1%
s 5
 
3.6%
u 3
 
2.2%
b 3
 
2.2%
V 2
 
1.5%
d 2
 
1.5%
Other values (4) 4
 
2.9%
Common
ValueCountFrequency (%)
143
51.1%
, 117
41.8%
) 3
 
1.1%
1 3
 
1.1%
( 3
 
1.1%
2 3
 
1.1%
. 2
 
0.7%
- 2
 
0.7%
0 1
 
0.4%
8 1
 
0.4%
Other values (2) 2
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 967
69.9%
ASCII 416
30.1%
None 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
음 179
18.5%
영 124
12.8%
상 123
12.7%
악 112
11.6%
물 82
8.5%
반 51
 
5.3%
일 37
 
3.8%
파 37
 
3.8%
디 18
 
1.9%
원 15
 
1.6%
Other values (58) 189
19.5%
ASCII
ValueCountFrequency (%)
143
34.4%
, 117
28.1%
S 36
 
8.7%
U 28
 
6.7%
B 28
 
6.7%
D 19
 
4.6%
C 7
 
1.7%
s 5
 
1.2%
) 3
 
0.7%
u 3
 
0.7%
Other values (15) 27
 
6.5%
None
ValueCountFrequency (%)
· 1
100.0%

최초등록시점
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

지역구분명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

Unnamed: 59
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

Sample

번호개방서비스명개방서비스id개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지전체주소도로명전체주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명좌표정보(x)좌표정보(y)문화체육업종명문화사업자구분명총층수주변환경명제작취급품목내용시설면적지상층수지하층수건물용도명통로너비조명시설조도노래방실수청소년실수비상계단여부비상구여부자동환기여부청소년실여부특수조명여부방음시설여부비디오재생기명조명시설유무음향시설여부편의시설여부소방시설여부총게임기수기존게임업외업종명제공게임물명공연장형태구분명품목명최초등록시점지역구분명Unnamed: 59
01음반물제작업03_14_05_P6260000M0101201800000820181115<NA>1영업/정상1영업<NA><NA><NA><NA>518670274<NA><NA><NA>부산광역시 부산진구 동평로405번길 92-0 (양정동)<NA>(주)이지엘이십일20190109114413U2019-01-11 02:40:00.0<NA>388702.828472188417.564727음반물제작업<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>음원,앨범,온라인으반,음악영상물,USB,뮤직비디오<NA><NA><NA>
12음반물제작업03_14_05_P6260000M0101201900000220190117<NA>1영업/정상1영업<NA><NA><NA><NA><NA><NA><NA><NA>부산광역시 부산진구 부전로162번길 28-0 (부전동,서면종합상가시장)<NA>신디코리아20190117174657I2019-01-19 02:21:19.0<NA>387528.393422186694.666831음반물제작업<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>디지털음반, 앨범,CD, USB,무직비디오 등<NA><NA><NA>
23음반물제작업03_14_05_P6260000M0101201900000320190212<NA>1영업/정상1영업<NA><NA><NA><NA>513222324<NA><NA><NA>부산광역시 사상구 백양대로 909-0 (모라동)<NA>타임노래뮤비방20190214155335U2019-02-16 02:40:00.0<NA>381238.217538189401.461195음반물제작업<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>음악영상물 음악영상파일 USB<NA><NA><NA>
34음반물제작업03_14_05_P6260000M0101201900000420190218<NA>1영업/정상1영업<NA><NA><NA><NA><NA><NA><NA><NA>부산광역시 부산진구 냉정로 237-0 (가야동)<NA>길노래뮤비방20190423152343U2019-04-25 02:40:00.0<NA>384530.250614185427.312428음반물제작업<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>음악영상물 음악영상파일 USB<NA><NA><NA>
45음반물제작업03_14_05_P6260000M0101201900000520190218<NA>1영업/정상1영업<NA><NA><NA><NA><NA><NA><NA><NA>부산광역시 중구 중구로 71-0 (대청동4가)<NA>떨기나무C&M20190423152318U2019-04-25 02:40:00.0<NA>384895.964032180239.623081음반물제작업<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>음원 음악파일<NA><NA><NA>
56음반물제작업03_14_05_P6260000M0101201900000620190218<NA>1영업/정상1영업<NA><NA><NA><NA>513013060<NA><NA><NA>부산광역시 사하구 하신번영로151번길 66-0 (신평동)<NA>(주)바림20200220144645U2020-02-22 02:40:00.0<NA>378333.284788179244.572526음반물제작업<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>음원 앨범 뮤직비디오 등<NA><NA><NA>
67음반물제작업03_14_05_P6260000M0101201900000720190424<NA>1영업/정상1영업<NA><NA><NA><NA><NA><NA><NA>부산광역시 해운대구 우동 1466번지 2호부산광역시 해운대구 센텀서로 39-0, 9층 902호 (우동,영상산업센터)<NA>공감20201230161838U2021-01-01 02:40:00.0<NA>393790.344709188235.889521음반물제작업<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>음원 앨범 온라인 SD카드 USB 뮤직비디오 등<NA><NA><NA>
78음반물제작업03_14_05_P6260000M0101201900000920190502<NA>1영업/정상1영업<NA><NA><NA><NA><NA><NA><NA><NA>부산광역시 북구 백양대로1015번길 6-0 (구포동)<NA>손오공노래뮤비방20190815152438U2019-08-17 02:40:00.0<NA>381562.468484190426.58842음반물제작업<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>음악영상물 음악영상파일 USB<NA><NA><NA>
89음반물제작업03_14_05_P6260000M0101201900001020190911<NA>1영업/정상1영업<NA><NA><NA><NA><NA><NA><NA>부산광역시 영도구 영선동2가 43번지 4호부산광역시 영도구 영선대로67번길 6-0 (영선동2가)<NA>코인뮤비존20190911162319I2019-09-13 02:22:26.0<NA>386082.764709178371.788023음반물제작업<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>온라인 동영상 sd카드 usb<NA><NA><NA>
910음반물제작업03_14_05_P6260000M0101201900001120190916<NA>1영업/정상1영업<NA><NA><NA><NA>517140742<NA><NA><NA>부산광역시 해운대구 센텀북대로 60-0, 612호 (재송동,센텀아이에스타워)<NA>사단법인 한국문화콘텐츠협회20190916135920I2019-09-18 02:22:29.0<NA>393561.58646188474.66544음반물제작업<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>음반 음원 영상물<NA><NA><NA>
번호개방서비스명개방서비스id개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지전체주소도로명전체주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명좌표정보(x)좌표정보(y)문화체육업종명문화사업자구분명총층수주변환경명제작취급품목내용시설면적지상층수지하층수건물용도명통로너비조명시설조도노래방실수청소년실수비상계단여부비상구여부자동환기여부청소년실여부특수조명여부방음시설여부비디오재생기명조명시설유무음향시설여부편의시설여부소방시설여부총게임기수기존게임업외업종명제공게임물명공연장형태구분명품목명최초등록시점지역구분명Unnamed: 59
9091음반물제작업03_14_05_P6260000M0101200900000320090625<NA>3폐업3폐업20141013<NA><NA><NA>515153075<NA><NA>부산광역시 금정구 청룡동 32번지 16호부산광역시 금정구 팔송로24번길 33 (청룡동)<NA>스타피아뮤직20141015171741I2018-08-31 23:59:59.0<NA>390070.944936199153.280383음반물제작업<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>음반<NA><NA><NA>
9192음반물제작업03_14_05_P6260000M0101201200000120120102<NA>3폐업3폐업20180822<NA><NA><NA><NA><NA><NA>부산광역시 중구 부평동1가 14번지 2호 금창빌딩 4부산광역시 중구 중구로 47 (부평동1가)<NA>문화영상기획20180822132842I2018-08-31 23:59:59.0<NA>384815.7236179991.718387음반물제작업<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>영상물제작·변환, CD,DVD 복사, 음반제작<NA><NA><NA>
9293음반물제작업03_14_05_P6260000M0101201200000220120611<NA>3폐업3폐업20120615<NA><NA><NA><NA><NA><NA>부산광역시 북구 구포동 930번지 8호 지하1층부산광역시 북구 낙동북로 664 (구포동)<NA>궁전노래기획20120615151447I2018-08-31 23:59:59.0<NA>381820.272335190958.177499음반물제작업<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>음반음악영상물 제작업<NA><NA><NA>
9394음반물제작업03_14_05_P6260000M0101201300000120130304<NA>3폐업3폐업20160119<NA><NA><NA><NA><NA><NA>부산광역시 해운대구 반여동 1206번지 34호부산광역시 해운대구 선수촌로 100-17, 비동 3층 (반여동,선수촌빌딩)<NA>(주)사람인20201230164932U2021-01-01 02:40:00.0<NA>392991.610021191310.467739음반물제작업<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>음박기획,음반영상물 제작<NA><NA><NA>
9495음반물제작업03_14_05_P6260000M0101201700001020171116<NA>3폐업3폐업20190130<NA><NA><NA><NA><NA><NA>부산광역시 사상구 모라동 1358번지 9호 지하 지하동부산광역시 사상구 백양대로 909-0, 지하층 (모라동)<NA>타임노래뮤비방20190130170018U2019-02-01 02:40:00.0<NA>381238.217538189401.461195음반물제작업<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>음악영상물, 음악영상파일, USB<NA><NA><NA>
9596음반물제작업03_14_05_P6260000M0101201300000220130718<NA>3폐업3폐업20160504<NA><NA><NA><NA><NA><NA>부산광역시 부산진구 가야동 602번지 7호부산광역시 부산진구 가야공원로 44 (가야동)<NA>은하수뮤비존20201230170102U2021-01-01 02:40:00.0<NA>384895.390232185266.377016음반물제작업<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>음악영상물, 음악영상파일, USB<NA><NA><NA>
9697음반물제작업03_14_05_P6260000M0101200800000120080417<NA>3폐업3폐업20091118<NA><NA><NA>518688545<NA><NA>부산광역시 연제구 연산동 702번지 9호 뉴그랜드오피스텔부산광역시 연제구 중앙대로 1078-0 (연산동,뉴그랜드오피스텔)<NA>(주)지에스피아20201230155248U2021-01-01 02:40:00.0<NA>389444.436546189180.052866음반물제작업<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>음반, 음악영상물<NA><NA><NA>
9798음반물제작업03_14_05_P6260000M0101201500000320150122<NA>3폐업3폐업20181026<NA><NA><NA><NA><NA><NA>부산광역시 부산진구 부전동 168번지 182호부산광역시 부산진구 중앙대로702번길 15, 7층 (부전동)<NA>아이노래뮤비방20181105170317U2018-11-07 02:36:31.0<NA>387642.96827185973.807919음반물제작업<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>음악영상물,음악영상파일,USB<NA><NA><NA>
9899음반물제작업03_14_05_P6260000M0101201800000120180531<NA>3폐업3폐업20190429<NA><NA><NA><NA><NA><NA><NA>부산광역시 북구 백양대로1015번길 34-16, 지하호 (구포동)<NA>손오공노래뮤비방20200504105434U2020-05-06 02:40:00.0<NA>381576.524596190465.892139음반물제작업<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>음악영상물, 음악영상파일, USB<NA><NA><NA>
99100음반물제작업03_14_05_P6260000M0101201400000720141114<NA>3폐업3폐업20160608<NA><NA><NA>513112080<NA><NA>부산광역시 사상구 괘법동 272번지 1호부산광역시 사상구 사상로 224, 2층 (괘법동)<NA>엠엔스타노래뮤비방20160608152306I2018-08-31 23:59:59.0<NA>380649.173187186887.374273음반물제작업<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>음반음악영상물<NA><NA><NA>