Overview

Dataset statistics

Number of variables4
Number of observations22
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory858.0 B
Average record size in memory39.0 B

Variable types

Numeric1
Categorical2
Text1

Dataset

Description경상남도 통영시 공공미술 프로젝트 (동피랑) 관리 리스트 입니다. 내용은 연번, 유형, 장소, 작품명 등으로 되어 있습니다
Author경상남도 통영시
URLhttps://www.data.go.kr/data/15099167/fileData.do

Alerts

장소 has constant value ""Constant
연번 has unique valuesUnique
작품명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 19:53:29.296357
Analysis finished2023-12-12 19:53:29.648862
Duration0.35 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.5
Minimum1
Maximum22
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size330.0 B
2023-12-13T04:53:29.699863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.05
Q16.25
median11.5
Q316.75
95-th percentile20.95
Maximum22
Range21
Interquartile range (IQR)10.5

Descriptive statistics

Standard deviation6.4935866
Coefficient of variation (CV)0.5646597
Kurtosis-1.2
Mean11.5
Median Absolute Deviation (MAD)5.5
Skewness0
Sum253
Variance42.166667
MonotonicityStrictly increasing
2023-12-13T04:53:29.788810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
1 1
 
4.5%
13 1
 
4.5%
22 1
 
4.5%
21 1
 
4.5%
20 1
 
4.5%
19 1
 
4.5%
18 1
 
4.5%
17 1
 
4.5%
16 1
 
4.5%
15 1
 
4.5%
Other values (12) 12
54.5%
ValueCountFrequency (%)
1 1
4.5%
2 1
4.5%
3 1
4.5%
4 1
4.5%
5 1
4.5%
6 1
4.5%
7 1
4.5%
8 1
4.5%
9 1
4.5%
10 1
4.5%
ValueCountFrequency (%)
22 1
4.5%
21 1
4.5%
20 1
4.5%
19 1
4.5%
18 1
4.5%
17 1
4.5%
16 1
4.5%
15 1
4.5%
14 1
4.5%
13 1
4.5%

유형
Categorical

Distinct6
Distinct (%)27.3%
Missing0
Missing (%)0.0%
Memory size308.0 B
입체벽화
7 
스트리트아트
7 
조형물
5 
공간조성
1 
나전칠기
1 

Length

Max length6
Median length4
Mean length4.4090909
Min length3

Unique

Unique3 ?
Unique (%)13.6%

Sample

1st row공간조성
2nd row나전칠기
3rd row입체벽화
4th row입체벽화
5th row입체벽화

Common Values

ValueCountFrequency (%)
입체벽화 7
31.8%
스트리트아트 7
31.8%
조형물 5
22.7%
공간조성 1
 
4.5%
나전칠기 1
 
4.5%
날개벽화 1
 
4.5%

Length

2023-12-13T04:53:29.887413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T04:53:29.982534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
입체벽화 7
31.8%
스트리트아트 7
31.8%
조형물 5
22.7%
공간조성 1
 
4.5%
나전칠기 1
 
4.5%
날개벽화 1
 
4.5%

장소
Categorical

CONSTANT 

Distinct1
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
통영시 동피랑 1길 6-18
22 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row통영시 동피랑 1길 6-18
2nd row통영시 동피랑 1길 6-18
3rd row통영시 동피랑 1길 6-18
4th row통영시 동피랑 1길 6-18
5th row통영시 동피랑 1길 6-18

Common Values

ValueCountFrequency (%)
통영시 동피랑 1길 6-18 22
100.0%

Length

2023-12-13T04:53:30.355290image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T04:53:30.450339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
통영시 22
25.0%
동피랑 22
25.0%
1길 22
25.0%
6-18 22
25.0%

작품명
Text

UNIQUE 

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size308.0 B
2023-12-13T04:53:30.608167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length9
Mean length6.7727273
Min length1

Characters and Unicode

Total characters149
Distinct characters88
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)100.0%

Sample

1st row주민의 얼굴
2nd row까꾸막 나전쉼터
3rd row생활속 예술의 향기
4th row꿈피랑
5th row피어나라!함께하는 동피랑
ValueCountFrequency (%)
꿈 3
 
7.7%
동피랑 2
 
5.1%
노을진 1
 
2.6%
비몽-여왕의 1
 
2.6%
회상 1
 
2.6%
동백꽃 1
 
2.6%
입체날개 1
 
2.6%
벽 1
 
2.6%
배경 1
 
2.6%
주민의 1
 
2.6%
Other values (26) 26
66.7%
2023-12-13T04:53:30.984982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
20
 
13.4%
동 6
 
4.0%
피 6
 
4.0%
랑 5
 
3.4%
나 4
 
2.7%
의 4
 
2.7%
날 4
 
2.7%
꿈 4
 
2.7%
개 3
 
2.0%
영 3
 
2.0%
Other values (78) 90
60.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 123
82.6%
Space Separator 20
 
13.4%
Dash Punctuation 2
 
1.3%
Lowercase Letter 2
 
1.3%
Uppercase Letter 1
 
0.7%
Other Punctuation 1
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 6
 
4.9%
피 6
 
4.9%
랑 5
 
4.1%
나 4
 
3.3%
의 4
 
3.3%
날 4
 
3.3%
꿈 4
 
3.3%
개 3
 
2.4%
영 3
 
2.4%
통 3
 
2.4%
Other values (72) 81
65.9%
Lowercase Letter
ValueCountFrequency (%)
d 1
50.0%
e 1
50.0%
Space Separator
ValueCountFrequency (%)
20
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Uppercase Letter
ValueCountFrequency (%)
L 1
100.0%
Other Punctuation
ValueCountFrequency (%)
! 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 123
82.6%
Common 23
 
15.4%
Latin 3
 
2.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 6
 
4.9%
피 6
 
4.9%
랑 5
 
4.1%
나 4
 
3.3%
의 4
 
3.3%
날 4
 
3.3%
꿈 4
 
3.3%
개 3
 
2.4%
영 3
 
2.4%
통 3
 
2.4%
Other values (72) 81
65.9%
Common
ValueCountFrequency (%)
20
87.0%
- 2
 
8.7%
! 1
 
4.3%
Latin
ValueCountFrequency (%)
d 1
33.3%
e 1
33.3%
L 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 123
82.6%
ASCII 26
 
17.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
20
76.9%
- 2
 
7.7%
d 1
 
3.8%
e 1
 
3.8%
L 1
 
3.8%
! 1
 
3.8%
Hangul
ValueCountFrequency (%)
동 6
 
4.9%
피 6
 
4.9%
랑 5
 
4.1%
나 4
 
3.3%
의 4
 
3.3%
날 4
 
3.3%
꿈 4
 
3.3%
개 3
 
2.4%
영 3
 
2.4%
통 3
 
2.4%
Other values (72) 81
65.9%

Interactions

2023-12-13T04:53:29.433839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T04:53:31.097137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번유형작품명
연번1.0000.6701.000
유형0.6701.0001.000
작품명1.0001.0001.000
2023-12-13T04:53:31.212850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번유형
연번1.0000.346
유형0.3461.000

Missing values

2023-12-13T04:53:29.534430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T04:53:29.615985image/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

연번유형장소작품명
01공간조성통영시 동피랑 1길 6-18주민의 얼굴
12나전칠기통영시 동피랑 1길 6-18까꾸막 나전쉼터
23입체벽화통영시 동피랑 1길 6-18생활속 예술의 향기
34입체벽화통영시 동피랑 1길 6-18꿈피랑
45입체벽화통영시 동피랑 1길 6-18피어나라!함께하는 동피랑
56입체벽화통영시 동피랑 1길 6-18그 옛날 동피랑
67입체벽화통영시 동피랑 1길 6-18동피랑과 통영팔경
78입체벽화통영시 동피랑 1길 6-18통영항을 날다
89입체벽화통영시 동피랑 1길 6-18월척
910스트리트아트통영시 동피랑 1길 6-18벽화 리뉴얼
연번유형장소작품명
1213스트리트아트통영시 동피랑 1길 6-18회상
1314스트리트아트통영시 동피랑 1길 6-18꿈
1415스트리트아트통영시 동피랑 1길 6-18동백꽃
1516스트리트아트통영시 동피랑 1길 6-18입체날개 벽 배경
1617조형물통영시 동피랑 1길 6-18조개아트벤치
1718조형물통영시 동피랑 1길 6-18동피랑자음조명
1819조형물통영시 동피랑 1길 6-18Led날개
1920조형물통영시 동피랑 1길 6-18아줌마와 반려동물
2021조형물통영시 동피랑 1길 6-18소풍나온 갈매기
2122날개벽화통영시 동피랑 1길 6-18두석장-나비의 꿈