Overview

Dataset statistics

Number of variables7
Number of observations152
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory8.7 KiB
Average record size in memory58.8 B

Variable types

Numeric1
Categorical4
Text2

Dataset

Description본 공공데이터는 완주군 관내 현수막 지정 게시대 설치읍면, 설치위치, 설치 주소, 게시면수, 용도, 규격 등을 제공하고 있습니다.
Author전북특별자치도 완주군
URLhttps://www.data.go.kr/data/15099303/fileData.do

Alerts

규격 is highly overall correlated with 현수막 게시면 수High correlation
현수막 게시면 수 is highly overall correlated with 규격High correlation

Reproduction

Analysis started2024-03-14 12:56:45.698504
Analysis finished2024-03-14 12:56:46.819482
Duration1.12 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

Distinct43
Distinct (%)28.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.098684
Minimum1
Maximum43
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-03-14T21:56:47.026902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13.75
median8
Q318
95-th percentile35.45
Maximum43
Range42
Interquartile range (IQR)14.25

Descriptive statistics

Standard deviation10.95612
Coefficient of variation (CV)0.9055629
Kurtosis0.30013686
Mean12.098684
Median Absolute Deviation (MAD)6
Skewness1.1186103
Sum1839
Variance120.03655
MonotonicityNot monotonic
2024-03-14T21:56:47.444830image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=43)
ValueCountFrequency (%)
1 14
 
9.2%
2 13
 
8.6%
3 11
 
7.2%
4 10
 
6.6%
5 8
 
5.3%
6 8
 
5.3%
7 7
 
4.6%
8 7
 
4.6%
9 6
 
3.9%
10 5
 
3.3%
Other values (33) 63
41.4%
ValueCountFrequency (%)
1 14
9.2%
2 13
8.6%
3 11
7.2%
4 10
6.6%
5 8
5.3%
6 8
5.3%
7 7
4.6%
8 7
4.6%
9 6
3.9%
10 5
 
3.3%
ValueCountFrequency (%)
43 1
0.7%
42 1
0.7%
41 1
0.7%
40 1
0.7%
39 1
0.7%
38 1
0.7%
37 1
0.7%
36 1
0.7%
35 1
0.7%
34 1
0.7%

읍면
Categorical

Distinct13
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
봉동읍
43 
삼례읍
30 
이서면
16 
구이면
13 
용진읍
11 
Other values (8)
39 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
봉동읍 43
28.3%
삼례읍 30
19.7%
이서면 16
 
10.5%
구이면 13
 
8.6%
용진읍 11
 
7.2%
상관면 9
 
5.9%
고산면 8
 
5.3%
소양면 6
 
3.9%
운주면 5
 
3.3%
화산면 4
 
2.6%
Other values (3) 7
 
4.6%

Length

2024-03-14T21:56:47.853782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
봉동읍 43
28.3%
삼례읍 30
19.7%
이서면 16
 
10.5%
구이면 13
 
8.6%
용진읍 11
 
7.2%
상관면 9
 
5.9%
고산면 8
 
5.3%
소양면 6
 
3.9%
운주면 5
 
3.3%
화산면 4
 
2.6%
Other values (3) 7
 
4.6%

관리번호
Text

Distinct149
Distinct (%)98.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2024-03-14T21:56:49.264062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length7
Median length4
Mean length4.7565789
Min length4

Characters and Unicode

Total characters723
Distinct characters34
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique146 ?
Unique (%)96.1%

Sample

1st row삼례-1
2nd row삼례-2
3rd row삼례-3
4th row삼례-4
5th row삼례-5
ValueCountFrequency (%)
경천-1 2
 
1.3%
운주-1 2
 
1.3%
동상-1 2
 
1.3%
화산-저단-2 1
 
0.7%
화산-저단-1 1
 
0.7%
소양-1 1
 
0.7%
이서-9 1
 
0.7%
이서-3 1
 
0.7%
이서-4 1
 
0.7%
이서-5 1
 
0.7%
Other values (139) 139
91.4%
2024-03-14T21:56:51.041219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 172
23.8%
1 59
 
8.2%
동 46
 
6.4%
봉 45
 
6.2%
2 39
 
5.4%
삼 30
 
4.1%
례 30
 
4.1%
이 29
 
4.0%
3 28
 
3.9%
단 20
 
2.8%
Other values (24) 225
31.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 344
47.6%
Decimal Number 207
28.6%
Dash Punctuation 172
23.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 46
13.4%
봉 45
13.1%
삼 30
 
8.7%
례 30
 
8.7%
이 29
 
8.4%
단 20
 
5.8%
저 20
 
5.8%
서 16
 
4.7%
구 13
 
3.8%
산 12
 
3.5%
Other values (13) 83
24.1%
Decimal Number
ValueCountFrequency (%)
1 59
28.5%
2 39
18.8%
3 28
13.5%
4 17
 
8.2%
5 14
 
6.8%
6 13
 
6.3%
7 11
 
5.3%
8 10
 
4.8%
9 8
 
3.9%
0 8
 
3.9%
Dash Punctuation
ValueCountFrequency (%)
- 172
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 379
52.4%
Hangul 344
47.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 46
13.4%
봉 45
13.1%
삼 30
 
8.7%
례 30
 
8.7%
이 29
 
8.4%
단 20
 
5.8%
저 20
 
5.8%
서 16
 
4.7%
구 13
 
3.8%
산 12
 
3.5%
Other values (13) 83
24.1%
Common
ValueCountFrequency (%)
- 172
45.4%
1 59
 
15.6%
2 39
 
10.3%
3 28
 
7.4%
4 17
 
4.5%
5 14
 
3.7%
6 13
 
3.4%
7 11
 
2.9%
8 10
 
2.6%
9 8
 
2.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 379
52.4%
Hangul 344
47.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 172
45.4%
1 59
 
15.6%
2 39
 
10.3%
3 28
 
7.4%
4 17
 
4.5%
5 14
 
3.7%
6 13
 
3.4%
7 11
 
2.9%
8 10
 
2.6%
9 8
 
2.1%
Hangul
ValueCountFrequency (%)
동 46
13.4%
봉 45
13.1%
삼 30
 
8.7%
례 30
 
8.7%
이 29
 
8.4%
단 20
 
5.8%
저 20
 
5.8%
서 16
 
4.7%
구 13
 
3.8%
산 12
 
3.5%
Other values (13) 83
24.1%

규격
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
6.17*6
67 
6.17*7
62 
6.17*1.9
16 
6.17*9
 
3
6.17*0.9
 
2

Length

Max length8
Median length6
Mean length6.2236842
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row6.17*7
2nd row6.17*7
3rd row6.17*7
4th row6.17*7
5th row6.17*7

Common Values

ValueCountFrequency (%)
6.17*6 67
44.1%
6.17*7 62
40.8%
6.17*1.9 16
 
10.5%
6.17*9 3
 
2.0%
6.17*0.9 2
 
1.3%
6*1.8 2
 
1.3%

Length

2024-03-14T21:56:51.478369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:56:51.833087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
6.17*6 67
44.1%
6.17*7 62
40.8%
6.17*1.9 16
 
10.5%
6.17*9 3
 
2.0%
6.17*0.9 2
 
1.3%
6*1.8 2
 
1.3%

현수막 게시면 수
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
5
83 
6
44 
2
18 
<NA>
 
3
1
 
2

Length

Max length4
Median length1
Mean length1.0592105
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row5
2nd row5
3rd row6
4th row6
5th row6

Common Values

ValueCountFrequency (%)
5 83
54.6%
6 44
28.9%
2 18
 
11.8%
<NA> 3
 
2.0%
1 2
 
1.3%
4 2
 
1.3%

Length

2024-03-14T21:56:52.244857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:56:52.600257image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
5 83
54.6%
6 44
28.9%
2 18
 
11.8%
na 3
 
2.0%
1 2
 
1.3%
4 2
 
1.3%

표시장소
Text

Distinct143
Distinct (%)94.1%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2024-03-14T21:56:53.661320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length39
Median length31
Mean length25.763158
Min length14

Characters and Unicode

Total characters3916
Distinct characters220
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

Unique137 ?
Unique (%)90.1%

Sample

1st row삼례읍 삼례리 848-1(삼례교차로 주유소 앞)(타이어뱅크 전면)
2nd row삼례읍 삼례리 848-1(삼례교차로 주유소 건너편)(타이어뱅크 우측)
3rd row삼례읍 삼례리 1504(삼례교차로)
4th row삼례읍 삼례리 863-48(우성아파트사거리)
5th row삼례읍 삼례리 863-48(우성아파트사거리)
ValueCountFrequency (%)
봉동읍 42
 
5.8%
삼례읍 30
 
4.1%
21
 
2.9%
이서면 16
 
2.2%
행정용 16
 
2.2%
삼례리 14
 
1.9%
둔산리 14
 
1.9%
완주군 13
 
1.8%
구이면 13
 
1.8%
앞 13
 
1.8%
Other values (308) 534
73.6%
2024-03-14T21:56:55.155734image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
598
 
15.3%
리 220
 
5.6%
- 129
 
3.3%
) 123
 
3.1%
( 123
 
3.1%
1 113
 
2.9%
읍 91
 
2.3%
삼 82
 
2.1%
면 77
 
2.0%
2 74
 
1.9%
Other values (210) 2286
58.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2290
58.5%
Decimal Number 610
 
15.6%
Space Separator 598
 
15.3%
Dash Punctuation 129
 
3.3%
Close Punctuation 123
 
3.1%
Open Punctuation 123
 
3.1%
Uppercase Letter 23
 
0.6%
Other Punctuation 20
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 220
 
9.6%
읍 91
 
4.0%
삼 82
 
3.6%
면 77
 
3.4%
봉 65
 
2.8%
동 64
 
2.8%
거 60
 
2.6%
산 58
 
2.5%
용 51
 
2.2%
례 51
 
2.2%
Other values (187) 1471
64.2%
Decimal Number
ValueCountFrequency (%)
1 113
18.5%
2 74
12.1%
8 68
11.1%
9 62
10.2%
4 55
9.0%
3 53
8.7%
5 51
8.4%
6 50
8.2%
7 46
7.5%
0 38
 
6.2%
Uppercase Letter
ValueCountFrequency (%)
L 7
30.4%
C 5
21.7%
G 4
17.4%
S 3
13.0%
I 3
13.0%
K 1
 
4.3%
Other Punctuation
ValueCountFrequency (%)
, 14
70.0%
@ 3
 
15.0%
/ 3
 
15.0%
Space Separator
ValueCountFrequency (%)
598
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 129
100.0%
Close Punctuation
ValueCountFrequency (%)
) 123
100.0%
Open Punctuation
ValueCountFrequency (%)
( 123
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2290
58.5%
Common 1603
40.9%
Latin 23
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 220
 
9.6%
읍 91
 
4.0%
삼 82
 
3.6%
면 77
 
3.4%
봉 65
 
2.8%
동 64
 
2.8%
거 60
 
2.6%
산 58
 
2.5%
용 51
 
2.2%
례 51
 
2.2%
Other values (187) 1471
64.2%
Common
ValueCountFrequency (%)
598
37.3%
- 129
 
8.0%
) 123
 
7.7%
( 123
 
7.7%
1 113
 
7.0%
2 74
 
4.6%
8 68
 
4.2%
9 62
 
3.9%
4 55
 
3.4%
3 53
 
3.3%
Other values (7) 205
 
12.8%
Latin
ValueCountFrequency (%)
L 7
30.4%
C 5
21.7%
G 4
17.4%
S 3
13.0%
I 3
13.0%
K 1
 
4.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2290
58.5%
ASCII 1626
41.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
598
36.8%
- 129
 
7.9%
) 123
 
7.6%
( 123
 
7.6%
1 113
 
6.9%
2 74
 
4.6%
8 68
 
4.2%
9 62
 
3.8%
4 55
 
3.4%
3 53
 
3.3%
Other values (13) 228
 
14.0%
Hangul
ValueCountFrequency (%)
리 220
 
9.6%
읍 91
 
4.0%
삼 82
 
3.6%
면 77
 
3.4%
봉 65
 
2.8%
동 64
 
2.8%
거 60
 
2.6%
산 58
 
2.5%
용 51
 
2.2%
례 51
 
2.2%
Other values (187) 1471
64.2%

용도구분
Categorical

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
상업용
102 
행정용
46 
정치행정용
 
4

Length

Max length5
Median length3
Mean length3.0526316
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
상업용 102
67.1%
행정용 46
30.3%
정치행정용 4
 
2.6%

Length

2024-03-14T21:56:55.604789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:56:55.957287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
상업용 102
67.1%
행정용 46
30.3%
정치행정용 4
 
2.6%

Interactions

2024-03-14T21:56:46.175243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-14T21:56:56.170546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번읍면규격현수막 게시면 수용도구분
순번1.0000.3170.4680.3340.230
읍면0.3171.0000.5320.4100.363
규격0.4680.5321.0000.8580.746
현수막 게시면 수0.3340.4100.8581.0000.518
용도구분0.2300.3630.7460.5181.000
2024-03-14T21:56:56.434417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
현수막 게시면 수규격읍면용도구분
현수막 게시면 수1.0000.7700.2280.452
규격0.7701.0000.2890.420
읍면0.2280.2891.0000.212
용도구분0.4520.4200.2121.000
2024-03-14T21:56:56.695467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번읍면규격현수막 게시면 수용도구분
순번1.0000.1330.2560.1490.146
읍면0.1331.0000.2890.2280.212
규격0.2560.2891.0000.7700.420
현수막 게시면 수0.1490.2280.7701.0000.452
용도구분0.1460.2120.4200.4521.000

Missing values

2024-03-14T21:56:46.431774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T21:56:46.671221image/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

순번읍면관리번호규격현수막 게시면 수표시장소용도구분
01삼례읍삼례-16.17*75삼례읍 삼례리 848-1(삼례교차로 주유소 앞)(타이어뱅크 전면)상업용
12삼례읍삼례-26.17*75삼례읍 삼례리 848-1(삼례교차로 주유소 건너편)(타이어뱅크 우측)상업용
23삼례읍삼례-36.17*76삼례읍 삼례리 1504(삼례교차로)상업용
34삼례읍삼례-46.17*76삼례읍 삼례리 863-48(우성아파트사거리)상업용
45삼례읍삼례-56.17*76삼례읍 삼례리 863-48(우성아파트사거리)상업용
56삼례읍삼례-66.17*76삼례읍 후정리 21-1(우석대학교사거리)상업용
67삼례읍삼례-76.17*76삼례읍 후정리 21-1(우석대학교사거리)상업용
78삼례읍삼례-86.17*75삼례읍 후정리 21-1(전북은행 우석대지점 옆)상업용
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