Overview

Dataset statistics

Number of variables4
Number of observations58
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 KiB
Average record size in memory35.3 B

Variable types

Numeric1
Categorical2
Text1

Dataset

Description전라남도 영광군에 위치한 의류수거함에 관련된 데이터로 관리번호, 관리단체, 행정동, 설치장소 내용이 있습니다.
Author전라남도 영광군
URLhttps://www.data.go.kr/data/15127271/fileData.do

Alerts

행정동 has constant value ""Constant
관리번호 has unique valuesUnique

Reproduction

Analysis started2024-03-23 06:02:03.288486
Analysis finished2024-03-23 06:02:04.969815
Duration1.68 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

관리번호
Real number (ℝ)

UNIQUE 

Distinct58
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.189655
Minimum1
Maximum72
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size654.0 B
2024-03-23T06:02:05.183272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.55
Q117.25
median40.5
Q355.75
95-th percentile68.15
Maximum72
Range71
Interquartile range (IQR)38.5

Descriptive statistics

Standard deviation21.673378
Coefficient of variation (CV)0.58277976
Kurtosis-1.3771497
Mean37.189655
Median Absolute Deviation (MAD)19.5
Skewness-0.078261634
Sum2157
Variance469.73533
MonotonicityStrictly increasing
2024-03-23T06:02:05.791703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.7%
57 1
 
1.7%
45 1
 
1.7%
46 1
 
1.7%
47 1
 
1.7%
48 1
 
1.7%
49 1
 
1.7%
50 1
 
1.7%
51 1
 
1.7%
52 1
 
1.7%
Other values (48) 48
82.8%
ValueCountFrequency (%)
1 1
1.7%
2 1
1.7%
3 1
1.7%
6 1
1.7%
7 1
1.7%
8 1
1.7%
9 1
1.7%
10 1
1.7%
11 1
1.7%
12 1
1.7%
ValueCountFrequency (%)
72 1
1.7%
70 1
1.7%
69 1
1.7%
68 1
1.7%
67 1
1.7%
66 1
1.7%
65 1
1.7%
64 1
1.7%
63 1
1.7%
61 1
1.7%

관리단체
Categorical

Distinct6
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Memory size596.0 B
원무역
36 
제일무역
8 
설치업체 알수없음(안내판 부착)
7 
전남영광지역자활센터
4 
설치업체 알수없음(안내판 미부착)
 
2

Length

Max length18
Median length3
Mean length5.8448276
Min length3

Unique

Unique1 ?
Unique (%)1.7%

Sample

1st row원무역
2nd row설치업체 알수없음(안내판 부착)
3rd row제일무역
4th row원무역
5th row원무역

Common Values

ValueCountFrequency (%)
원무역 36
62.1%
제일무역 8
 
13.8%
설치업체 알수없음(안내판 부착) 7
 
12.1%
전남영광지역자활센터 4
 
6.9%
설치업체 알수없음(안내판 미부착) 2
 
3.4%
태산자원 1
 
1.7%

Length

2024-03-23T06:02:06.417594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T06:02:06.928535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
원무역 36
47.4%
설치업체 9
 
11.8%
알수없음(안내판 9
 
11.8%
제일무역 8
 
10.5%
부착 7
 
9.2%
전남영광지역자활센터 4
 
5.3%
미부착 2
 
2.6%
태산자원 1
 
1.3%

행정동
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size596.0 B
영광읍
58 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
영광읍 58
100.0%

Length

2024-03-23T06:02:07.401299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T06:02:07.728459image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영광읍 58
100.0%

설치장소
Text

Distinct54
Distinct (%)93.1%
Missing0
Missing (%)0.0%
Memory size596.0 B
2024-03-23T06:02:08.368485image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length20
Mean length17.137931
Min length15

Characters and Unicode

Total characters994
Distinct characters40
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

Unique50 ?
Unique (%)86.2%

Sample

1st row전라남도 영광군 물무로2길 79
2nd row전라남도 영광군 중앙로 215 29
3rd row전라남도 영광군 중앙로 241
4th row전라남도 영광군 물무로2길 3
5th row전라남도 영광군 물무로 82
ValueCountFrequency (%)
전라남도 58
22.9%
영광군 58
22.9%
16 7
 
2.8%
물무로 6
 
2.4%
옥당로 5
 
2.0%
9 5
 
2.0%
중앙로5길 4
 
1.6%
중앙로 4
 
1.6%
3 3
 
1.2%
7 3
 
1.2%
Other values (72) 100
39.5%
2024-03-23T06:02:09.588477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
195
19.6%
남 61
 
6.1%
영 59
 
5.9%
전 58
 
5.8%
도 58
 
5.8%
광 58
 
5.8%
군 58
 
5.8%
라 58
 
5.8%
길 49
 
4.9%
1 48
 
4.8%
Other values (30) 292
29.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 612
61.6%
Space Separator 195
 
19.6%
Decimal Number 187
 
18.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 61
10.0%
영 59
9.6%
전 58
9.5%
도 58
9.5%
광 58
9.5%
군 58
9.5%
라 58
9.5%
길 49
8.0%
로 39
 
6.4%
중 13
 
2.1%
Other values (19) 101
16.5%
Decimal Number
ValueCountFrequency (%)
1 48
25.7%
2 31
16.6%
4 17
 
9.1%
5 17
 
9.1%
9 16
 
8.6%
3 16
 
8.6%
6 15
 
8.0%
7 12
 
6.4%
0 9
 
4.8%
8 6
 
3.2%
Space Separator
ValueCountFrequency (%)
195
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 612
61.6%
Common 382
38.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 61
10.0%
영 59
9.6%
전 58
9.5%
도 58
9.5%
광 58
9.5%
군 58
9.5%
라 58
9.5%
길 49
8.0%
로 39
 
6.4%
중 13
 
2.1%
Other values (19) 101
16.5%
Common
ValueCountFrequency (%)
195
51.0%
1 48
 
12.6%
2 31
 
8.1%
4 17
 
4.5%
5 17
 
4.5%
9 16
 
4.2%
3 16
 
4.2%
6 15
 
3.9%
7 12
 
3.1%
0 9
 
2.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 612
61.6%
ASCII 382
38.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
195
51.0%
1 48
 
12.6%
2 31
 
8.1%
4 17
 
4.5%
5 17
 
4.5%
9 16
 
4.2%
3 16
 
4.2%
6 15
 
3.9%
7 12
 
3.1%
0 9
 
2.4%
Hangul
ValueCountFrequency (%)
남 61
10.0%
영 59
9.6%
전 58
9.5%
도 58
9.5%
광 58
9.5%
군 58
9.5%
라 58
9.5%
길 49
8.0%
로 39
 
6.4%
중 13
 
2.1%
Other values (19) 101
16.5%

Interactions

2024-03-23T06:02:03.650497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-23T06:02:09.920470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관리번호관리단체설치장소
관리번호1.0000.5260.989
관리단체0.5261.0001.000
설치장소0.9891.0001.000
2024-03-23T06:02:10.203410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관리번호관리단체
관리번호1.0000.294
관리단체0.2941.000

Missing values

2024-03-23T06:02:04.156185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-23T06:02:04.767460image/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

관리번호관리단체행정동설치장소
01원무역영광읍전라남도 영광군 물무로2길 79
12설치업체 알수없음(안내판 부착)영광읍전라남도 영광군 중앙로 215 29
23제일무역영광읍전라남도 영광군 중앙로 241
36원무역영광읍전라남도 영광군 물무로2길 3
47원무역영광읍전라남도 영광군 물무로 82
58원무역영광읍전라남도 영광군 백산길 16 5
69원무역영광읍전라남도 영광군 신남로 240
710원무역영광읍전라남도 영광군 천년로 1508 20
811원무역영광읍전라남도 영광군 남천리 133 2
912원무역영광읍전라남도 영광군 쳔년로13길 18 10
관리번호관리단체행정동설치장소
4861원무역영광읍전라남도 영광군 함영로8길 93
4963전남영광지역자활센터영광읍전라남도 영광군 단신길 46
5064원무역영광읍전라남도 영광군 대하길2길 15
5165원무역영광읍전라남도 영광군 대하길2길 35
5266원무역영광읍전라남도 영광군 대하길2길 6
5367원무역영광읍전라남도 영광군 대하길3길 9 7
5468원무역영광읍전라남도 영광군 신남로1길 70
5569원무역영광읍전라남도 영광군 대하길1길 1
5670원무역영광읍전라남도 영광군 대하길1길 1
5772원무역영광읍전라남도 영광군 대하길 47