Overview

Dataset statistics

Number of variables5
Number of observations128
Missing cells102
Missing cells (%)15.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.3 KiB
Average record size in memory42.0 B

Variable types

Numeric1
Text2
Categorical2

Dataset

Description경상남도 하동군에 설치된 의료수거함의 관리번호, 관리단체, 행정동(읍면), 도로명 주소로 표시된 설치장소 데이터입니다.
Author경상남도 하동군
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15127218

Alerts

관리단체 has constant value ""Constant
연번 is highly overall correlated with 행정동(읍면)High correlation
행정동(읍면) is highly overall correlated with 연번High correlation
관리번호 has 102 (79.7%) missing valuesMissing
연번 has unique valuesUnique

Reproduction

Analysis started2024-03-23 07:18:49.102491
Analysis finished2024-03-23 07:18:50.702684
Duration1.6 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct128
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean64.5
Minimum1
Maximum128
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2024-03-23T07:18:51.080915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile7.35
Q132.75
median64.5
Q396.25
95-th percentile121.65
Maximum128
Range127
Interquartile range (IQR)63.5

Descriptive statistics

Standard deviation37.094474
Coefficient of variation (CV)0.57510812
Kurtosis-1.2
Mean64.5
Median Absolute Deviation (MAD)32
Skewness0
Sum8256
Variance1376
MonotonicityStrictly increasing
2024-03-23T07:18:51.658605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.8%
66 1
 
0.8%
96 1
 
0.8%
95 1
 
0.8%
94 1
 
0.8%
93 1
 
0.8%
92 1
 
0.8%
91 1
 
0.8%
90 1
 
0.8%
89 1
 
0.8%
Other values (118) 118
92.2%
ValueCountFrequency (%)
1 1
0.8%
2 1
0.8%
3 1
0.8%
4 1
0.8%
5 1
0.8%
6 1
0.8%
7 1
0.8%
8 1
0.8%
9 1
0.8%
10 1
0.8%
ValueCountFrequency (%)
128 1
0.8%
127 1
0.8%
126 1
0.8%
125 1
0.8%
124 1
0.8%
123 1
0.8%
122 1
0.8%
121 1
0.8%
120 1
0.8%
119 1
0.8%

관리번호
Text

MISSING 

Distinct26
Distinct (%)100.0%
Missing102
Missing (%)79.7%
Memory size1.1 KiB
2024-03-23T07:18:52.235540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length7
Median length7
Mean length7
Min length7

Characters and Unicode

Total characters182
Distinct characters20
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique26 ?
Unique (%)100.0%

Sample

1st row 화개-01
2nd row 화개-02
3rd row 화개-03
4th row 악양-01
5th row 악양-02
ValueCountFrequency (%)
진교-05 1
 
3.8%
화개-03 1
 
3.8%
진교-06 1
 
3.8%
진교-17 1
 
3.8%
진교-16 1
 
3.8%
진교-15 1
 
3.8%
진교-14 1
 
3.8%
진교-13 1
 
3.8%
진교-12 1
 
3.8%
진교-11 1
 
3.8%
Other values (16) 16
61.5%
2024-03-23T07:18:53.291283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
52
28.6%
- 26
14.3%
0 19
 
10.4%
교 17
 
9.3%
진 17
 
9.3%
1 12
 
6.6%
악 5
 
2.7%
2 5
 
2.7%
양 5
 
2.7%
3 4
 
2.2%
Other values (10) 20
 
11.0%

Most occurring categories

ValueCountFrequency (%)
Space Separator 52
28.6%
Decimal Number 52
28.6%
Other Letter 52
28.6%
Dash Punctuation 26
14.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 19
36.5%
1 12
23.1%
2 5
 
9.6%
3 4
 
7.7%
5 3
 
5.8%
4 3
 
5.8%
7 2
 
3.8%
6 2
 
3.8%
8 1
 
1.9%
9 1
 
1.9%
Other Letter
ValueCountFrequency (%)
교 17
32.7%
진 17
32.7%
악 5
 
9.6%
양 5
 
9.6%
개 3
 
5.8%
화 3
 
5.8%
금 1
 
1.9%
남 1
 
1.9%
Space Separator
ValueCountFrequency (%)
52
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 26
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 130
71.4%
Hangul 52
 
28.6%

Most frequent character per script

Common
ValueCountFrequency (%)
52
40.0%
- 26
20.0%
0 19
 
14.6%
1 12
 
9.2%
2 5
 
3.8%
3 4
 
3.1%
5 3
 
2.3%
4 3
 
2.3%
7 2
 
1.5%
6 2
 
1.5%
Other values (2) 2
 
1.5%
Hangul
ValueCountFrequency (%)
교 17
32.7%
진 17
32.7%
악 5
 
9.6%
양 5
 
9.6%
개 3
 
5.8%
화 3
 
5.8%
금 1
 
1.9%
남 1
 
1.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 130
71.4%
Hangul 52
 
28.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
52
40.0%
- 26
20.0%
0 19
 
14.6%
1 12
 
9.2%
2 5
 
3.8%
3 4
 
3.1%
5 3
 
2.3%
4 3
 
2.3%
7 2
 
1.5%
6 2
 
1.5%
Other values (2) 2
 
1.5%
Hangul
ValueCountFrequency (%)
교 17
32.7%
진 17
32.7%
악 5
 
9.6%
양 5
 
9.6%
개 3
 
5.8%
화 3
 
5.8%
금 1
 
1.9%
남 1
 
1.9%

관리단체
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
하동지역자활센터
128 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
하동지역자활센터 128
100.0%

Length

2024-03-23T07:18:53.806335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T07:18:54.228339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
하동지역자활센터 128
100.0%

행정동(읍면)
Categorical

HIGH CORRELATION 

Distinct12
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
하동읍
63 
진교면
17 
고전면
12 
금성면
9 
악양면
 
6
Other values (7)
21 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique2 ?
Unique (%)1.6%

Sample

1st row화개면
2nd row화개면
3rd row화개면
4th row악양면
5th row악양면

Common Values

ValueCountFrequency (%)
하동읍 63
49.2%
진교면 17
 
13.3%
고전면 12
 
9.4%
금성면 9
 
7.0%
악양면 6
 
4.7%
금남면 5
 
3.9%
적량면 4
 
3.1%
옥종면 4
 
3.1%
화개면 3
 
2.3%
횡천면 3
 
2.3%
Other values (2) 2
 
1.6%

Length

2024-03-23T07:18:54.653774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
하동읍 63
49.2%
진교면 17
 
13.3%
고전면 12
 
9.4%
금성면 9
 
7.0%
악양면 6
 
4.7%
금남면 5
 
3.9%
적량면 4
 
3.1%
옥종면 4
 
3.1%
화개면 3
 
2.3%
횡천면 3
 
2.3%
Other values (2) 2
 
1.6%

설치장소(도로명주소)
Text

Distinct125
Distinct (%)97.7%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2024-03-23T07:18:55.620245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length23
Mean length20.34375
Min length18

Characters and Unicode

Total characters2604
Distinct characters132
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique123 ?
Unique (%)96.1%

Sample

1st row경상남도 하동군 화개면 의신길 27-2
2nd row경상남도 하동군 화개면 화개로 1421
3rd row경상남도 하동군 화개면 쌍계로 28
4th row경상남도 하동군 악양면 악양대촌길 10-1
5th row경상남도 하동군 악양면 입석길 38-1
ValueCountFrequency (%)
경상남도 128
20.0%
하동군 128
20.0%
하동읍 63
 
9.9%
진교면 17
 
2.7%
고전면 12
 
1.9%
금성면 9
 
1.4%
하마길 7
 
1.1%
악양면 6
 
0.9%
산복1길 5
 
0.8%
금남면 5
 
0.8%
Other values (184) 259
40.5%
2024-03-23T07:18:57.039956image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
511
19.6%
하 200
 
7.7%
동 198
 
7.6%
남 134
 
5.1%
도 134
 
5.1%
경 133
 
5.1%
군 132
 
5.1%
상 130
 
5.0%
길 98
 
3.8%
1 93
 
3.6%
Other values (122) 841
32.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1735
66.6%
Space Separator 511
 
19.6%
Decimal Number 330
 
12.7%
Dash Punctuation 28
 
1.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
하 200
11.5%
동 198
11.4%
남 134
 
7.7%
도 134
 
7.7%
경 133
 
7.7%
군 132
 
7.6%
상 130
 
7.5%
길 98
 
5.6%
면 65
 
3.7%
읍 64
 
3.7%
Other values (110) 447
25.8%
Decimal Number
ValueCountFrequency (%)
1 93
28.2%
2 57
17.3%
3 34
 
10.3%
6 31
 
9.4%
4 28
 
8.5%
0 20
 
6.1%
5 19
 
5.8%
9 19
 
5.8%
8 17
 
5.2%
7 12
 
3.6%
Space Separator
ValueCountFrequency (%)
511
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 28
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1735
66.6%
Common 869
33.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
하 200
11.5%
동 198
11.4%
남 134
 
7.7%
도 134
 
7.7%
경 133
 
7.7%
군 132
 
7.6%
상 130
 
7.5%
길 98
 
5.6%
면 65
 
3.7%
읍 64
 
3.7%
Other values (110) 447
25.8%
Common
ValueCountFrequency (%)
511
58.8%
1 93
 
10.7%
2 57
 
6.6%
3 34
 
3.9%
6 31
 
3.6%
4 28
 
3.2%
- 28
 
3.2%
0 20
 
2.3%
5 19
 
2.2%
9 19
 
2.2%
Other values (2) 29
 
3.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1735
66.6%
ASCII 869
33.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
511
58.8%
1 93
 
10.7%
2 57
 
6.6%
3 34
 
3.9%
6 31
 
3.6%
4 28
 
3.2%
- 28
 
3.2%
0 20
 
2.3%
5 19
 
2.2%
9 19
 
2.2%
Other values (2) 29
 
3.3%
Hangul
ValueCountFrequency (%)
하 200
11.5%
동 198
11.4%
남 134
 
7.7%
도 134
 
7.7%
경 133
 
7.7%
군 132
 
7.6%
상 130
 
7.5%
길 98
 
5.6%
면 65
 
3.7%
읍 64
 
3.7%
Other values (110) 447
25.8%

Interactions

2024-03-23T07:18:49.582955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-23T07:18:57.413016image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번관리번호행정동(읍면)
연번1.0001.0000.877
관리번호1.0001.0001.000
행정동(읍면)0.8771.0001.000
2024-03-23T07:18:57.739659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번행정동(읍면)
연번1.0000.619
행정동(읍면)0.6191.000

Missing values

2024-03-23T07:18:49.961480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-23T07:18:50.459821image/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

연번관리번호관리단체행정동(읍면)설치장소(도로명주소)
01화개-01하동지역자활센터화개면경상남도 하동군 화개면 의신길 27-2
12화개-02하동지역자활센터화개면경상남도 하동군 화개면 화개로 1421
23화개-03하동지역자활센터화개면경상남도 하동군 화개면 쌍계로 28
34악양-01하동지역자활센터악양면경상남도 하동군 악양면 악양대촌길 10-1
45악양-02하동지역자활센터악양면경상남도 하동군 악양면 입석길 38-1
56악양-03하동지역자활센터악양면경상남도 하동군 악양면 악양서로 363
67악양-04하동지역자활센터악양면경상남도 하동군 악양면 악양서로 409-2
78악양-05하동지역자활센터악양면경상남도 하동군 악양면 상신대길 62
89<NA>하동지역자활센터악양면경상남도 하동군 악양면 대축길9-11
910<NA>하동지역자활센터적량면경상남도 하동군 적량면 계성길 21
연번관리번호관리단체행정동(읍면)설치장소(도로명주소)
118119<NA>하동지역자활센터하동읍경상남도 하동군 하동읍 부두길 81
119120<NA>하동지역자활센터하동읍경상남도 하동군 하동읍 목도1길 101
120121<NA>하동지역자활센터하동읍경상남도 하동군 하동읍 구통길 26-2
121122<NA>하동지역자활센터하동읍경상남도 하동군 하동읍 신기궁항길 167
122123<NA>하동지역자활센터하동읍경상남도 하동군 하동읍 신기궁항길 131
123124<NA>하동지역자활센터하동읍경상남도 하동군 하동읍 신기궁항길 24
124125<NA>하동지역자활센터하동읍경상남도 하동군 하동읍 중앙로 53-1
125126<NA>하동지역자활센터하동읍경상남도 하동군 하동읍 청년회관길 9
126127<NA>하동지역자활센터하동읍경상남도 하동군 하동읍 청년회관길 10
127128<NA>하동지역자활센터하동읍경상남도 하동군 하동읍 청년회관길 13