Overview

Dataset statistics

Number of variables5
Number of observations64
Missing cells4
Missing cells (%)1.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.7 KiB
Average record size in memory43.1 B

Variable types

Numeric1
Categorical1
Text3

Dataset

Description부산광역시남구평생학습기관현황_20230109
Author부산광역시 남구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3080342

Alerts

일련번호 is highly overall correlated with 구분High correlation
구분 is highly overall correlated with 일련번호High correlation
전화번호 has 4 (6.2%) missing valuesMissing
일련번호 has unique valuesUnique
기관명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:08:55.199865
Analysis finished2023-12-10 17:08:56.096145
Duration0.9 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

일련번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct64
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean32.5
Minimum1
Maximum64
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size708.0 B
2023-12-11T02:08:56.213387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile4.15
Q116.75
median32.5
Q348.25
95-th percentile60.85
Maximum64
Range63
Interquartile range (IQR)31.5

Descriptive statistics

Standard deviation18.618987
Coefficient of variation (CV)0.5728919
Kurtosis-1.2
Mean32.5
Median Absolute Deviation (MAD)16
Skewness0
Sum2080
Variance346.66667
MonotonicityStrictly increasing
2023-12-11T02:08:56.435311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.6%
34 1
 
1.6%
36 1
 
1.6%
37 1
 
1.6%
38 1
 
1.6%
39 1
 
1.6%
40 1
 
1.6%
41 1
 
1.6%
42 1
 
1.6%
43 1
 
1.6%
Other values (54) 54
84.4%
ValueCountFrequency (%)
1 1
1.6%
2 1
1.6%
3 1
1.6%
4 1
1.6%
5 1
1.6%
6 1
1.6%
7 1
1.6%
8 1
1.6%
9 1
1.6%
10 1
1.6%
ValueCountFrequency (%)
64 1
1.6%
63 1
1.6%
62 1
1.6%
61 1
1.6%
60 1
1.6%
59 1
1.6%
58 1
1.6%
57 1
1.6%
56 1
1.6%
55 1
1.6%

구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size644.0 B
다른 법령에 따른 평생교육관련시설
42 
평생교육법에 따라 인가,등록,신고된 시설
22 

Length

Max length22
Median length18
Mean length19.375
Min length18

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row평생교육법에 따라 인가,등록,신고된 시설
2nd row평생교육법에 따라 인가,등록,신고된 시설
3rd row평생교육법에 따라 인가,등록,신고된 시설
4th row평생교육법에 따라 인가,등록,신고된 시설
5th row평생교육법에 따라 인가,등록,신고된 시설

Common Values

ValueCountFrequency (%)
다른 법령에 따른 평생교육관련시설 42
65.6%
평생교육법에 따라 인가,등록,신고된 시설 22
34.4%

Length

2023-12-11T02:08:56.690068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:08:56.899294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
다른 42
16.4%
법령에 42
16.4%
따른 42
16.4%
평생교육관련시설 42
16.4%
평생교육법에 22
8.6%
따라 22
8.6%
인가,등록,신고된 22
8.6%
시설 22
8.6%

기관명
Text

UNIQUE 

Distinct64
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size644.0 B
2023-12-11T02:08:57.245507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length18
Mean length12.296875
Min length4

Characters and Unicode

Total characters787
Distinct characters155
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique64 ?
Unique (%)100.0%

Sample

1st row남부교육지원청
2nd row남구평생학습센터
3rd row부경대학교 평생교육원
4th row동명대학교 평생교육원
5th row경성대학교 평생교육원
ValueCountFrequency (%)
부산광역시 16
 
13.2%
남구 16
 
13.2%
행정복지센터 14
 
11.6%
평생교육원 3
 
2.5%
주민센터 2
 
1.7%
부경대학교 2
 
1.7%
새에덴지역아동센터 1
 
0.8%
행복한 1
 
0.8%
감만종합사회복지관 1
 
0.8%
나사함발달장애인복지관 1
 
0.8%
Other values (64) 64
52.9%
2023-12-11T02:08:57.899904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
57
 
7.2%
지 32
 
4.1%
터 32
 
4.1%
부 29
 
3.7%
센 29
 
3.7%
산 25
 
3.2%
역 24
 
3.0%
남 24
 
3.0%
구 23
 
2.9%
동 23
 
2.9%
Other values (145) 489
62.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 708
90.0%
Space Separator 57
 
7.2%
Decimal Number 14
 
1.8%
Uppercase Letter 5
 
0.6%
Open Punctuation 1
 
0.1%
Close Punctuation 1
 
0.1%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 32
 
4.5%
터 32
 
4.5%
부 29
 
4.1%
센 29
 
4.1%
산 25
 
3.5%
역 24
 
3.4%
남 24
 
3.4%
구 23
 
3.2%
동 23
 
3.2%
교 21
 
3.0%
Other values (130) 446
63.0%
Decimal Number
ValueCountFrequency (%)
1 4
28.6%
3 3
21.4%
2 3
21.4%
4 2
14.3%
6 1
 
7.1%
5 1
 
7.1%
Uppercase Letter
ValueCountFrequency (%)
L 1
20.0%
G 1
20.0%
P 1
20.0%
E 1
20.0%
C 1
20.0%
Space Separator
ValueCountFrequency (%)
57
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Other Punctuation
ValueCountFrequency (%)
/ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 708
90.0%
Common 74
 
9.4%
Latin 5
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 32
 
4.5%
터 32
 
4.5%
부 29
 
4.1%
센 29
 
4.1%
산 25
 
3.5%
역 24
 
3.4%
남 24
 
3.4%
구 23
 
3.2%
동 23
 
3.2%
교 21
 
3.0%
Other values (130) 446
63.0%
Common
ValueCountFrequency (%)
57
77.0%
1 4
 
5.4%
3 3
 
4.1%
2 3
 
4.1%
4 2
 
2.7%
( 1
 
1.4%
) 1
 
1.4%
/ 1
 
1.4%
6 1
 
1.4%
5 1
 
1.4%
Latin
ValueCountFrequency (%)
L 1
20.0%
G 1
20.0%
P 1
20.0%
E 1
20.0%
C 1
20.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 708
90.0%
ASCII 79
 
10.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
57
72.2%
1 4
 
5.1%
3 3
 
3.8%
2 3
 
3.8%
4 2
 
2.5%
( 1
 
1.3%
) 1
 
1.3%
L 1
 
1.3%
G 1
 
1.3%
/ 1
 
1.3%
Other values (5) 5
 
6.3%
Hangul
ValueCountFrequency (%)
지 32
 
4.5%
터 32
 
4.5%
부 29
 
4.1%
센 29
 
4.1%
산 25
 
3.5%
역 24
 
3.4%
남 24
 
3.4%
구 23
 
3.2%
동 23
 
3.2%
교 21
 
3.0%
Other values (130) 446
63.0%

주소
Text

Distinct61
Distinct (%)95.3%
Missing0
Missing (%)0.0%
Memory size644.0 B
2023-12-11T02:08:58.274951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length31
Mean length23.625
Min length13

Characters and Unicode

Total characters1512
Distinct characters122
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

Unique59 ?
Unique (%)92.2%

Sample

1st row부산광역시 남구 못골로 29
2nd row부산광역시 남구 못골로 19
3rd row부산광역시 남구 대연3동 부경대학교대연캠퍼스
4th row부산광역시 남구 용당동 동명대학교
5th row부산광역시 남구 대연3동 경성대학교
ValueCountFrequency (%)
부산광역시 64
20.1%
남구 64
20.1%
대연동 11
 
3.5%
수영로 10
 
3.1%
8
 
2.5%
우암로 7
 
2.2%
문현동 6
 
1.9%
용호동 4
 
1.3%
용당동 4
 
1.3%
못골로 4
 
1.3%
Other values (120) 136
42.8%
2023-12-11T02:08:58.897967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
274
18.1%
부 69
 
4.6%
남 67
 
4.4%
산 64
 
4.2%
광 64
 
4.2%
역 64
 
4.2%
시 64
 
4.2%
구 64
 
4.2%
1 56
 
3.7%
동 54
 
3.6%
Other values (112) 672
44.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 919
60.8%
Space Separator 274
 
18.1%
Decimal Number 230
 
15.2%
Open Punctuation 25
 
1.7%
Close Punctuation 25
 
1.7%
Dash Punctuation 20
 
1.3%
Other Punctuation 15
 
1.0%
Uppercase Letter 4
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
부 69
 
7.5%
남 67
 
7.3%
산 64
 
7.0%
광 64
 
7.0%
역 64
 
7.0%
시 64
 
7.0%
구 64
 
7.0%
동 54
 
5.9%
로 49
 
5.3%
대 26
 
2.8%
Other values (93) 334
36.3%
Decimal Number
ValueCountFrequency (%)
1 56
24.3%
2 29
12.6%
3 28
12.2%
4 24
10.4%
6 21
 
9.1%
9 18
 
7.8%
7 17
 
7.4%
5 17
 
7.4%
0 12
 
5.2%
8 8
 
3.5%
Uppercase Letter
ValueCountFrequency (%)
V 1
25.0%
T 1
25.0%
A 1
25.0%
C 1
25.0%
Space Separator
ValueCountFrequency (%)
274
100.0%
Open Punctuation
ValueCountFrequency (%)
( 25
100.0%
Close Punctuation
ValueCountFrequency (%)
) 25
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 20
100.0%
Other Punctuation
ValueCountFrequency (%)
, 15
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 919
60.8%
Common 589
39.0%
Latin 4
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
부 69
 
7.5%
남 67
 
7.3%
산 64
 
7.0%
광 64
 
7.0%
역 64
 
7.0%
시 64
 
7.0%
구 64
 
7.0%
동 54
 
5.9%
로 49
 
5.3%
대 26
 
2.8%
Other values (93) 334
36.3%
Common
ValueCountFrequency (%)
274
46.5%
1 56
 
9.5%
2 29
 
4.9%
3 28
 
4.8%
( 25
 
4.2%
) 25
 
4.2%
4 24
 
4.1%
6 21
 
3.6%
- 20
 
3.4%
9 18
 
3.1%
Other values (5) 69
 
11.7%
Latin
ValueCountFrequency (%)
V 1
25.0%
T 1
25.0%
A 1
25.0%
C 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 919
60.8%
ASCII 593
39.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
274
46.2%
1 56
 
9.4%
2 29
 
4.9%
3 28
 
4.7%
( 25
 
4.2%
) 25
 
4.2%
4 24
 
4.0%
6 21
 
3.5%
- 20
 
3.4%
9 18
 
3.0%
Other values (9) 73
 
12.3%
Hangul
ValueCountFrequency (%)
부 69
 
7.5%
남 67
 
7.3%
산 64
 
7.0%
광 64
 
7.0%
역 64
 
7.0%
시 64
 
7.0%
구 64
 
7.0%
동 54
 
5.9%
로 49
 
5.3%
대 26
 
2.8%
Other values (93) 334
36.3%

전화번호
Text

MISSING 

Distinct59
Distinct (%)98.3%
Missing4
Missing (%)6.2%
Memory size644.0 B
2023-12-11T02:08:59.307469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters720
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique58 ?
Unique (%)96.7%

Sample

1st row051-640-0314
2nd row051-607-4511
3rd row051-629-6791
4th row051-629-3514
5th row051-663-5311
ValueCountFrequency (%)
051-634-3415 2
 
3.3%
051-625-0915 1
 
1.7%
051-640-0314 1
 
1.7%
051-622-3244 1
 
1.7%
051-607-6602 1
 
1.7%
051-607-6842 1
 
1.7%
051-607-4782 1
 
1.7%
051-624-1333 1
 
1.7%
051-610-7113 1
 
1.7%
051-610-2012 1
 
1.7%
Other values (49) 49
81.7%
2023-12-11T02:08:59.992251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 120
16.7%
0 110
15.3%
1 108
15.0%
6 93
12.9%
5 84
11.7%
2 50
6.9%
7 43
 
6.0%
4 37
 
5.1%
3 32
 
4.4%
8 23
 
3.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 600
83.3%
Dash Punctuation 120
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 110
18.3%
1 108
18.0%
6 93
15.5%
5 84
14.0%
2 50
8.3%
7 43
 
7.2%
4 37
 
6.2%
3 32
 
5.3%
8 23
 
3.8%
9 20
 
3.3%
Dash Punctuation
ValueCountFrequency (%)
- 120
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 720
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 120
16.7%
0 110
15.3%
1 108
15.0%
6 93
12.9%
5 84
11.7%
2 50
6.9%
7 43
 
6.0%
4 37
 
5.1%
3 32
 
4.4%
8 23
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 720
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 120
16.7%
0 110
15.3%
1 108
15.0%
6 93
12.9%
5 84
11.7%
2 50
6.9%
7 43
 
6.0%
4 37
 
5.1%
3 32
 
4.4%
8 23
 
3.2%

Interactions

2023-12-11T02:08:55.686287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:09:00.202183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
일련번호구분기관명주소전화번호
일련번호1.0000.9931.0000.8160.946
구분0.9931.0001.0001.0001.000
기관명1.0001.0001.0001.0001.000
주소0.8161.0001.0001.0001.000
전화번호0.9461.0001.0001.0001.000
2023-12-11T02:09:00.383555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
일련번호구분
일련번호1.0000.866
구분0.8661.000

Missing values

2023-12-11T02:08:55.875577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:08:56.042418image/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

일련번호구분기관명주소전화번호
01평생교육법에 따라 인가,등록,신고된 시설남부교육지원청부산광역시 남구 못골로 29051-640-0314
12평생교육법에 따라 인가,등록,신고된 시설남구평생학습센터부산광역시 남구 못골로 19051-607-4511
23평생교육법에 따라 인가,등록,신고된 시설부경대학교 평생교육원부산광역시 남구 대연3동 부경대학교대연캠퍼스051-629-6791
34평생교육법에 따라 인가,등록,신고된 시설동명대학교 평생교육원부산광역시 남구 용당동 동명대학교051-629-3514
45평생교육법에 따라 인가,등록,신고된 시설경성대학교 평생교육원부산광역시 남구 대연3동 경성대학교051-663-5311
56평생교육법에 따라 인가,등록,신고된 시설부경대학교 산학협력단/문화융합연구소부산광역시 남구 용당동 부경대학교 대연캠퍼스051-629-5200
67평생교육법에 따라 인가,등록,신고된 시설사단법인 기러기문화원부산광역시 남구 지게골로051-642-1515
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89평생교육법에 따라 인가,등록,신고된 시설김성봉영어평생교육원부산광역시 남구 고동골로47번길 24 , 지하1층 (문현동,자유탕)051-248-3388
910평생교육법에 따라 인가,등록,신고된 시설더센터오브필라테스경성대평생교육원부산광역시 남구 수영로 297 , 6층 (대연동, 동남CATV)051-625-9496
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5960다른 법령에 따른 평생교육관련시설용호지역아동센터부산광역시 남구 용호3동051-624-1344
6061다른 법령에 따른 평생교육관련시설지게골지역아동센터부산광역시 남구 문현4동051-647-0136
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