Overview

Dataset statistics

Number of variables8
Number of observations304
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory19.4 KiB
Average record size in memory65.4 B

Variable types

Numeric1
Text2
Categorical5

Dataset

Description정품과 불법복제물에 대한 소비자의 판단이 어려움에 따라 소송 등 피해가 발생하여, 소비자 보호를 위해 정품 콘텐츠를 판매, 유통, 서비스하는 저작권OK업체로 지정하여 안심하고 구매할 수 있도록 지원
URLhttps://www.data.go.kr/data/15048380/fileData.do

Alerts

서비스분류 has constant value ""Constant
연번 is highly overall correlated with 업체_단체별 and 1 other fieldsHigh correlation
유통콘텐츠 is highly overall correlated with 업체_단체별High correlation
업체_단체별 is highly overall correlated with 연번 and 2 other fieldsHigh correlation
지정기간 is highly overall correlated with 연번 and 1 other fieldsHigh correlation
연번 has unique valuesUnique
매장명 has unique valuesUnique
관리번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 20:33:59.197079
Analysis finished2023-12-12 20:34:00.105021
Duration0.91 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct304
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean152.5
Minimum1
Maximum304
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T05:34:00.192351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile16.15
Q176.75
median152.5
Q3228.25
95-th percentile288.85
Maximum304
Range303
Interquartile range (IQR)151.5

Descriptive statistics

Standard deviation87.90146
Coefficient of variation (CV)0.57640302
Kurtosis-1.2
Mean152.5
Median Absolute Deviation (MAD)76
Skewness0
Sum46360
Variance7726.6667
MonotonicityStrictly increasing
2023-12-13T05:34:00.373176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.3%
202 1
 
0.3%
209 1
 
0.3%
208 1
 
0.3%
207 1
 
0.3%
206 1
 
0.3%
205 1
 
0.3%
204 1
 
0.3%
203 1
 
0.3%
201 1
 
0.3%
Other values (294) 294
96.7%
ValueCountFrequency (%)
1 1
0.3%
2 1
0.3%
3 1
0.3%
4 1
0.3%
5 1
0.3%
6 1
0.3%
7 1
0.3%
8 1
0.3%
9 1
0.3%
10 1
0.3%
ValueCountFrequency (%)
304 1
0.3%
303 1
0.3%
302 1
0.3%
301 1
0.3%
300 1
0.3%
299 1
0.3%
298 1
0.3%
297 1
0.3%
296 1
0.3%
295 1
0.3%

매장명
Text

UNIQUE 

Distinct304
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
2023-12-13T05:34:00.634985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length17
Mean length11.157895
Min length3

Characters and Unicode

Total characters3392
Distinct characters269
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique304 ?
Unique (%)100.0%

Sample

1st row월드매거진
2nd row아이러브뮤직
3rd row예전레코드
4th row교보핫트랙스 광화문점
5th row교보문고 광화문점
ValueCountFrequency (%)
엔캣 136
 
19.2%
아람북스 71
 
10.0%
뮤직아트 54
 
7.6%
영풍문고 28
 
4.0%
롯데백화점 18
 
2.5%
현대백화점 10
 
1.4%
신세계 9
 
1.3%
북스리브로 8
 
1.1%
롯데마트 8
 
1.1%
종로서적 7
 
1.0%
Other values (329) 359
50.7%
2023-12-13T05:34:01.046430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
407
 
12.0%
점 280
 
8.3%
아 145
 
4.3%
스 139
 
4.1%
엔 138
 
4.1%
캣 136
 
4.0%
트 110
 
3.2%
북 82
 
2.4%
람 71
 
2.1%
데 63
 
1.9%
Other values (259) 1821
53.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2903
85.6%
Space Separator 407
 
12.0%
Uppercase Letter 50
 
1.5%
Close Punctuation 9
 
0.3%
Open Punctuation 9
 
0.3%
Decimal Number 7
 
0.2%
Other Symbol 4
 
0.1%
Other Punctuation 3
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 280
 
9.6%
아 145
 
5.0%
스 139
 
4.8%
엔 138
 
4.8%
캣 136
 
4.7%
트 110
 
3.8%
북 82
 
2.8%
람 71
 
2.4%
데 63
 
2.2%
롯 59
 
2.0%
Other values (235) 1680
57.9%
Uppercase Letter
ValueCountFrequency (%)
C 10
20.0%
A 9
18.0%
K 7
14.0%
N 3
 
6.0%
M 3
 
6.0%
X 2
 
4.0%
Y 2
 
4.0%
G 2
 
4.0%
P 2
 
4.0%
L 2
 
4.0%
Other values (5) 8
16.0%
Decimal Number
ValueCountFrequency (%)
2 4
57.1%
3 1
 
14.3%
4 1
 
14.3%
1 1
 
14.3%
Space Separator
ValueCountFrequency (%)
407
100.0%
Close Punctuation
ValueCountFrequency (%)
) 9
100.0%
Open Punctuation
ValueCountFrequency (%)
( 9
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 4
100.0%
Other Punctuation
ValueCountFrequency (%)
& 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2907
85.7%
Common 435
 
12.8%
Latin 50
 
1.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 280
 
9.6%
아 145
 
5.0%
스 139
 
4.8%
엔 138
 
4.7%
캣 136
 
4.7%
트 110
 
3.8%
북 82
 
2.8%
람 71
 
2.4%
데 63
 
2.2%
롯 59
 
2.0%
Other values (236) 1684
57.9%
Latin
ValueCountFrequency (%)
C 10
20.0%
A 9
18.0%
K 7
14.0%
N 3
 
6.0%
M 3
 
6.0%
X 2
 
4.0%
Y 2
 
4.0%
G 2
 
4.0%
P 2
 
4.0%
L 2
 
4.0%
Other values (5) 8
16.0%
Common
ValueCountFrequency (%)
407
93.6%
) 9
 
2.1%
( 9
 
2.1%
2 4
 
0.9%
& 3
 
0.7%
3 1
 
0.2%
4 1
 
0.2%
1 1
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2903
85.6%
ASCII 485
 
14.3%
None 4
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
407
83.9%
C 10
 
2.1%
A 9
 
1.9%
) 9
 
1.9%
( 9
 
1.9%
K 7
 
1.4%
2 4
 
0.8%
N 3
 
0.6%
M 3
 
0.6%
& 3
 
0.6%
Other values (13) 21
 
4.3%
Hangul
ValueCountFrequency (%)
점 280
 
9.6%
아 145
 
5.0%
스 139
 
4.8%
엔 138
 
4.8%
캣 136
 
4.7%
트 110
 
3.8%
북 82
 
2.8%
람 71
 
2.4%
데 63
 
2.2%
롯 59
 
2.0%
Other values (235) 1680
57.9%
None
ValueCountFrequency (%)
㈜ 4
100.0%

서비스분류
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
오프라인
304 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
오프라인 304
100.0%

Length

2023-12-13T05:34:01.513577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:34:01.640344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
오프라인 304
100.0%

유통콘텐츠
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
캐릭터
165 
출판
76 
음악
62 
기타
 
1

Length

Max length3
Median length3
Mean length2.5427632
Min length2

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row출판
2nd row음악
3rd row음악
4th row음악
5th row출판

Common Values

ValueCountFrequency (%)
캐릭터 165
54.3%
출판 76
25.0%
음악 62
 
20.4%
기타 1
 
0.3%

Length

2023-12-13T05:34:01.778214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:34:01.924254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
캐릭터 165
54.3%
출판 76
25.0%
음악 62
 
20.4%
기타 1
 
0.3%

지역
Categorical

Distinct17
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
서울
87 
경기
86 
부산
21 
인천
16 
대구
15 
Other values (12)
79 

Length

Max length3
Median length2
Mean length2.0032895
Min length2

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row서울
2nd row부산
3rd row서울
4th row서울
5th row서울

Common Values

ValueCountFrequency (%)
서울 87
28.6%
경기 86
28.3%
부산 21
 
6.9%
인천 16
 
5.3%
대구 15
 
4.9%
경남 12
 
3.9%
광주 11
 
3.6%
경북 9
 
3.0%
전북 8
 
2.6%
대전 8
 
2.6%
Other values (7) 31
 
10.2%

Length

2023-12-13T05:34:02.052859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
서울 88
28.9%
경기 86
28.3%
부산 21
 
6.9%
인천 16
 
5.3%
대구 15
 
4.9%
경남 12
 
3.9%
광주 11
 
3.6%
경북 9
 
3.0%
전북 8
 
2.6%
대전 8
 
2.6%
Other values (6) 30
 
9.9%

업체_단체별
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
엔캣
105 
아람
72 
㈜뮤직아트
54 
㈜엔캣
31 
애니
15 
Other values (4)
27 

Length

Max length5
Median length2
Mean length2.6940789
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
엔캣 105
34.5%
아람 72
23.7%
㈜뮤직아트 54
17.8%
㈜엔캣 31
 
10.2%
애니 15
 
4.9%
개별 10
 
3.3%
상품화 10
 
3.3%
캐릭터협 4
 
1.3%
YG 3
 
1.0%

Length

2023-12-13T05:34:02.186345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:34:02.312942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
엔캣 105
34.5%
아람 72
23.7%
㈜뮤직아트 54
17.8%
㈜엔캣 31
 
10.2%
애니 15
 
4.9%
개별 10
 
3.3%
상품화 10
 
3.3%
캐릭터협 4
 
1.3%
yg 3
 
1.0%

지정기간
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
2022-11-21 ~ 2024-11-20
169 
2021-12-08 ~2023-12-07
96 
2022-05-18 ~ 2024-05-17
20 
2021-09-15 ~2023-09-14
19 

Length

Max length23
Median length23
Mean length22.621711
Min length22

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-11-21 ~ 2024-11-20
2nd row2022-11-21 ~ 2024-11-20
3rd row2022-11-21 ~ 2024-11-20
4th row2021-09-15 ~2023-09-14
5th row2021-09-15 ~2023-09-14

Common Values

ValueCountFrequency (%)
2022-11-21 ~ 2024-11-20 169
55.6%
2021-12-08 ~2023-12-07 96
31.6%
2022-05-18 ~ 2024-05-17 20
 
6.6%
2021-09-15 ~2023-09-14 19
 
6.2%

Length

2023-12-13T05:34:02.492039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:34:02.608557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
189
23.7%
2022-11-21 169
21.2%
2024-11-20 169
21.2%
2021-12-08 96
12.0%
2023-12-07 96
12.0%
2022-05-18 20
 
2.5%
2024-05-17 20
 
2.5%
2021-09-15 19
 
2.4%
2023-09-14 19
 
2.4%

관리번호
Text

UNIQUE 

Distinct304
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
2023-12-13T05:34:02.873982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length16
Mean length14
Min length11

Characters and Unicode

Total characters4256
Distinct characters23
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique304 ?
Unique (%)100.0%

Sample

1st row제F2002P091(R3)호
2nd row제F2002M094(R3)호
3rd row제F2002M095(R3)호
4th row제F2102M001(R3)호
5th row제F2102P002(R3)호
ValueCountFrequency (%)
제f2002p091(r3)호 1
 
0.3%
제f2002c033(r1)호 1
 
0.3%
제f2002m047(r1)호 1
 
0.3%
제f2002m046(r1)호 1
 
0.3%
제f2002m045(r1)호 1
 
0.3%
제f2002c041(r1)호 1
 
0.3%
제f2002c039(r1)호 1
 
0.3%
제f2002c038(r1)호 1
 
0.3%
제f2002c037(r1)호 1
 
0.3%
제f2002m094(r3)호 1
 
0.3%
Other values (294) 294
96.7%
2023-12-13T05:34:03.401796image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 772
18.1%
2 465
10.9%
1 357
 
8.4%
제 304
 
7.1%
F 304
 
7.1%
호 304
 
7.1%
3 226
 
5.3%
) 190
 
4.5%
R 189
 
4.4%
( 188
 
4.4%
Other values (13) 957
22.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2318
54.5%
Uppercase Letter 950
22.3%
Other Letter 610
 
14.3%
Close Punctuation 190
 
4.5%
Open Punctuation 188
 
4.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 772
33.3%
2 465
20.1%
1 357
15.4%
3 226
 
9.7%
4 156
 
6.7%
9 109
 
4.7%
7 80
 
3.5%
5 64
 
2.8%
6 50
 
2.2%
8 39
 
1.7%
Uppercase Letter
ValueCountFrequency (%)
F 304
32.0%
R 189
19.9%
C 169
17.8%
H 153
16.1%
P 76
 
8.0%
M 58
 
6.1%
V 1
 
0.1%
Other Letter
ValueCountFrequency (%)
제 304
49.8%
호 304
49.8%
자 1
 
0.2%
율 1
 
0.2%
Close Punctuation
ValueCountFrequency (%)
) 190
100.0%
Open Punctuation
ValueCountFrequency (%)
( 188
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 2696
63.3%
Latin 950
 
22.3%
Hangul 610
 
14.3%

Most frequent character per script

Common
ValueCountFrequency (%)
0 772
28.6%
2 465
17.2%
1 357
13.2%
3 226
 
8.4%
) 190
 
7.0%
( 188
 
7.0%
4 156
 
5.8%
9 109
 
4.0%
7 80
 
3.0%
5 64
 
2.4%
Other values (2) 89
 
3.3%
Latin
ValueCountFrequency (%)
F 304
32.0%
R 189
19.9%
C 169
17.8%
H 153
16.1%
P 76
 
8.0%
M 58
 
6.1%
V 1
 
0.1%
Hangul
ValueCountFrequency (%)
제 304
49.8%
호 304
49.8%
자 1
 
0.2%
율 1
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3646
85.7%
Hangul 610
 
14.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 772
21.2%
2 465
12.8%
1 357
9.8%
F 304
 
8.3%
3 226
 
6.2%
) 190
 
5.2%
R 189
 
5.2%
( 188
 
5.2%
C 169
 
4.6%
4 156
 
4.3%
Other values (9) 630
17.3%
Hangul
ValueCountFrequency (%)
제 304
49.8%
호 304
49.8%
자 1
 
0.2%
율 1
 
0.2%

Interactions

2023-12-13T05:33:59.683205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T05:34:03.528630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번유통콘텐츠지역업체_단체별지정기간
연번1.0000.6780.4590.8120.738
유통콘텐츠0.6781.0000.0000.8960.817
지역0.4590.0001.0000.2400.382
업체_단체별0.8120.8960.2401.0000.914
지정기간0.7380.8170.3820.9141.000
2023-12-13T05:34:03.661577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지역업체_단체별지정기간유통콘텐츠
지역1.0000.0960.2160.000
업체_단체별0.0961.0000.8430.810
지정기간0.2160.8431.0000.461
유통콘텐츠0.0000.8100.4611.000
2023-12-13T05:34:03.798346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번유통콘텐츠지역업체_단체별지정기간
연번1.0000.4740.1950.5450.539
유통콘텐츠0.4741.0000.0000.8100.461
지역0.1950.0001.0000.0960.216
업체_단체별0.5450.8100.0961.0000.843
지정기간0.5390.4610.2160.8431.000

Missing values

2023-12-13T05:33:59.857762image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T05:34:00.048172image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

연번매장명서비스분류유통콘텐츠지역업체_단체별지정기간관리번호
01월드매거진오프라인출판서울개별2022-11-21 ~ 2024-11-20제F2002P091(R3)호
12아이러브뮤직오프라인음악부산개별2022-11-21 ~ 2024-11-20제F2002M094(R3)호
23예전레코드오프라인음악서울개별2022-11-21 ~ 2024-11-20제F2002M095(R3)호
34교보핫트랙스 광화문점오프라인음악서울개별2021-09-15 ~2023-09-14제F2102M001(R3)호
45교보문고 광화문점오프라인출판서울개별2021-09-15 ~2023-09-14제F2102P002(R3)호
56뮤직아트 인천터미널점오프라인음악인천㈜뮤직아트2022-11-21 ~ 2024-11-20제F2002M052(R3)호
67문우당 서점오프라인출판부산개별2022-11-21 ~ 2024-11-20제F2002P089(R3)호
78압구정 현대서점오프라인출판서울개별2022-11-21 ~ 2024-11-20제F2002P090(R3)호
89뮤직아트 의정부 신세계점오프라인음악경기㈜뮤직아트2022-11-21 ~ 2024-11-20제F2002M053(R3)호
910뮤직아트 성남드림디포오프라인음악경기㈜뮤직아트2022-11-21 ~ 2024-11-20제F2002M085(R3)호
연번매장명서비스분류유통콘텐츠지역업체_단체별지정기간관리번호
294295엔캣 오산롯데마트점오프라인캐릭터경기㈜엔캣2022-11-21 ~ 2024-11-20제F2202CH036호
295296엔캣 인천청라롯데마트점오프라인캐릭터인천㈜엔캣2022-11-21 ~ 2024-11-20제F2202CH037호
296297엔캣 평택롯데마트점오프라인캐릭터경기㈜엔캣2022-11-21 ~ 2024-11-20제F2202CH038호
297298엔캣 청주NC오프라인캐릭터충북㈜엔캣2022-11-21 ~ 2024-11-20제F2202CH039호
298299엔캣 광복롯데마트점오프라인캐릭터부산㈜엔캣2022-11-21 ~ 2024-11-20제F2202CH040호
299300엔캣 천호이마트점오프라인캐릭터서울㈜엔캣2022-11-21 ~ 2024-11-20제F2202CH041호
300301엔캣 울산진장롯데마트점오프라인캐릭터울산㈜엔캣2022-11-21 ~ 2024-11-20제F2202CH042호
301302엔캣 영종도롯데마트점오프라인캐릭터인천㈜엔캣2022-11-21 ~ 2024-11-20제F2202CH043호
302303엔캣 금정AK점오프라인캐릭터경기㈜엔캣2022-11-21 ~ 2024-11-20제F2202CH044호
303304엔캣 영주홈플러스점오프라인캐릭터경북㈜엔캣2022-11-21 ~ 2024-11-20제F2202CH045호