Overview

Dataset statistics

Number of variables9
Number of observations60
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.4 KiB
Average record size in memory75.2 B

Variable types

Categorical7
Text1
Numeric1

Dataset

Description부산광역시_금정구_노인일자리사업현황_20221109
Author부산광역시 금정구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3045755

Alerts

사업시작일 has constant value ""Constant
사업종료일 has constant value ""Constant
구군명 has constant value ""Constant
데이터기준일자 has constant value ""Constant
수행기관 is highly overall correlated with 전화번호High correlation
전화번호 is highly overall correlated with 수행기관High correlation

Reproduction

Analysis started2023-12-10 16:12:43.172329
Analysis finished2023-12-10 16:12:43.762378
Duration0.59 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

수행기관
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size612.0 B
금정시니어클럽
26 
남광종합사회복지관
11 
금정구노인복지관
7 
금정구종합사회복지관
6 
대한노인회 금정구지회
6 

Length

Max length11
Median length10
Mean length8.1166667
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
금정시니어클럽 26
43.3%
남광종합사회복지관 11
18.3%
금정구노인복지관 7
 
11.7%
금정구종합사회복지관 6
 
10.0%
대한노인회 금정구지회 6
 
10.0%
예닮복지재단 4
 
6.7%

Length

2023-12-11T01:12:43.839411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:12:43.964177image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
금정시니어클럽 26
39.4%
남광종합사회복지관 11
16.7%
금정구노인복지관 7
 
10.6%
금정구종합사회복지관 6
 
9.1%
대한노인회 6
 
9.1%
금정구지회 6
 
9.1%
예닮복지재단 4
 
6.1%

사업명 및 활동내용
Text

Distinct57
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Memory size612.0 B
2023-12-11T01:12:44.149303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length11
Mean length8.2333333
Min length3

Characters and Unicode

Total characters494
Distinct characters139
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique55 ?
Unique (%)91.7%

Sample

1st row홍보물관리지원
2nd row노노케어
3rd row도서관관리지원
4th row공공시설환경개선
5th row보육도우미
ValueCountFrequency (%)
노노케어 4
 
5.5%
지원 2
 
2.7%
실버환경지킴이 2
 
2.7%
홍보물관리지원 1
 
1.4%
실버그린 1
 
1.4%
찾아가는마실단 1
 
1.4%
환경정비 1
 
1.4%
도시공원 1
 
1.4%
시니어금융업무지원 1
 
1.4%
노인맞춤돌봄서비스 1
 
1.4%
Other values (58) 58
79.5%
2023-12-11T01:12:44.477971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
지 32
 
6.5%
23
 
4.7%
원 18
 
3.6%
시 18
 
3.6%
노 13
 
2.6%
이 13
 
2.6%
공 13
 
2.6%
어 12
 
2.4%
실 11
 
2.2%
버 11
 
2.2%
Other values (129) 330
66.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 456
92.3%
Space Separator 23
 
4.7%
Open Punctuation 5
 
1.0%
Close Punctuation 5
 
1.0%
Decimal Number 4
 
0.8%
Letter Number 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 32
 
7.0%
원 18
 
3.9%
시 18
 
3.9%
노 13
 
2.9%
이 13
 
2.9%
공 13
 
2.9%
어 12
 
2.6%
실 11
 
2.4%
버 11
 
2.4%
킴 11
 
2.4%
Other values (123) 304
66.7%
Decimal Number
ValueCountFrequency (%)
8 2
50.0%
9 2
50.0%
Space Separator
ValueCountFrequency (%)
23
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Letter Number
ValueCountFrequency (%)
Ⅰ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 456
92.3%
Common 37
 
7.5%
Latin 1
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 32
 
7.0%
원 18
 
3.9%
시 18
 
3.9%
노 13
 
2.9%
이 13
 
2.9%
공 13
 
2.9%
어 12
 
2.6%
실 11
 
2.4%
버 11
 
2.4%
킴 11
 
2.4%
Other values (123) 304
66.7%
Common
ValueCountFrequency (%)
23
62.2%
( 5
 
13.5%
) 5
 
13.5%
8 2
 
5.4%
9 2
 
5.4%
Latin
ValueCountFrequency (%)
Ⅰ 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 456
92.3%
ASCII 37
 
7.5%
Number Forms 1
 
0.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
지 32
 
7.0%
원 18
 
3.9%
시 18
 
3.9%
노 13
 
2.9%
이 13
 
2.9%
공 13
 
2.9%
어 12
 
2.6%
실 11
 
2.4%
버 11
 
2.4%
킴 11
 
2.4%
Other values (123) 304
66.7%
ASCII
ValueCountFrequency (%)
23
62.2%
( 5
 
13.5%
) 5
 
13.5%
8 2
 
5.4%
9 2
 
5.4%
Number Forms
ValueCountFrequency (%)
Ⅰ 1
100.0%

사업구분
Categorical

Distinct3
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size612.0 B
공익형
40 
사회서비스
15 
시장형
5 

Length

Max length5
Median length3
Mean length3.5
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
공익형 40
66.7%
사회서비스 15
 
25.0%
시장형 5
 
8.3%

Length

2023-12-11T01:12:44.662603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:12:44.788332image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공익형 40
66.7%
사회서비스 15
 
25.0%
시장형 5
 
8.3%

전화번호
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size612.0 B
051-516-3045
26 
051-508-1997
11 
051-792-7200
7 
051-532-0115
6 
051-582-5484
6 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row051-792-7200
2nd row051-792-7200
3rd row051-792-7200
4th row051-792-7200
5th row051-792-7200

Common Values

ValueCountFrequency (%)
051-516-3045 26
43.3%
051-508-1997 11
18.3%
051-792-7200 7
 
11.7%
051-532-0115 6
 
10.0%
051-582-5484 6
 
10.0%
051-529-9018 4
 
6.7%

Length

2023-12-11T01:12:44.909986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:12:45.022387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
051-516-3045 26
43.3%
051-508-1997 11
18.3%
051-792-7200 7
 
11.7%
051-532-0115 6
 
10.0%
051-582-5484 6
 
10.0%
051-529-9018 4
 
6.7%

인원(명)
Real number (ℝ)

Distinct40
Distinct (%)66.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean57.066667
Minimum4
Maximum220
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size672.0 B
2023-12-11T01:12:45.153715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4
5-th percentile9.9
Q120
median40
Q376.5
95-th percentile171.5
Maximum220
Range216
Interquartile range (IQR)56.5

Descriptive statistics

Standard deviation52.188013
Coefficient of variation (CV)0.91450957
Kurtosis2.2850301
Mean57.066667
Median Absolute Deviation (MAD)20
Skewness1.6473041
Sum3424
Variance2723.5887
MonotonicityNot monotonic
2023-12-11T01:12:45.296333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%)
20 6
 
10.0%
100 4
 
6.7%
10 3
 
5.0%
40 3
 
5.0%
50 3
 
5.0%
22 2
 
3.3%
54 2
 
3.3%
34 2
 
3.3%
35 2
 
3.3%
12 2
 
3.3%
Other values (30) 31
51.7%
ValueCountFrequency (%)
4 1
 
1.7%
6 1
 
1.7%
8 1
 
1.7%
10 3
5.0%
12 2
 
3.3%
14 1
 
1.7%
18 1
 
1.7%
20 6
10.0%
21 1
 
1.7%
22 2
 
3.3%
ValueCountFrequency (%)
220 1
 
1.7%
210 1
 
1.7%
200 1
 
1.7%
170 1
 
1.7%
160 2
3.3%
108 1
 
1.7%
100 4
6.7%
98 1
 
1.7%
90 1
 
1.7%
82 1
 
1.7%

사업시작일
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size612.0 B
2022-01-01
60 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-01-01
2nd row2022-01-01
3rd row2022-01-01
4th row2022-01-01
5th row2022-01-01

Common Values

ValueCountFrequency (%)
2022-01-01 60
100.0%

Length

2023-12-11T01:12:45.450251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:12:45.535301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-01-01 60
100.0%

사업종료일
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size612.0 B
2022-12-31
60 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-12-31
2nd row2022-12-31
3rd row2022-12-31
4th row2022-12-31
5th row2022-12-31

Common Values

ValueCountFrequency (%)
2022-12-31 60
100.0%

Length

2023-12-11T01:12:45.631661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:12:45.714266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-12-31 60
100.0%

구군명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size612.0 B
금정구
60 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
금정구 60
100.0%

Length

2023-12-11T01:12:45.819156image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:12:45.908028image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
금정구 60
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size612.0 B
2022-11-09
60 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-11-09
2nd row2022-11-09
3rd row2022-11-09
4th row2022-11-09
5th row2022-11-09

Common Values

ValueCountFrequency (%)
2022-11-09 60
100.0%

Length

2023-12-11T01:12:46.002261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:12:46.101538image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-11-09 60
100.0%

Interactions

2023-12-11T01:12:43.455790image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T01:12:46.157147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
수행기관사업명 및 활동내용사업구분전화번호인원(명)
수행기관1.0000.0000.3391.0000.339
사업명 및 활동내용0.0001.0001.0000.0000.000
사업구분0.3391.0001.0000.3390.417
전화번호1.0000.0000.3391.0000.339
인원(명)0.3390.0000.4170.3391.000
2023-12-11T01:12:46.316877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
사업구분수행기관전화번호
사업구분1.0000.1400.140
수행기관0.1401.0001.000
전화번호0.1401.0001.000
2023-12-11T01:12:46.408051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
인원(명)수행기관사업구분전화번호
인원(명)1.0000.2030.2960.203
수행기관0.2031.0000.1401.000
사업구분0.2960.1401.0000.140
전화번호0.2031.0000.1401.000

Missing values

2023-12-11T01:12:43.575434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:12:43.711915image/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

수행기관사업명 및 활동내용사업구분전화번호인원(명)사업시작일사업종료일구군명데이터기준일자
0금정구노인복지관홍보물관리지원공익형051-792-7200102022-01-012022-12-31금정구2022-11-09
1금정구노인복지관노노케어공익형051-792-7200502022-01-012022-12-31금정구2022-11-09
2금정구노인복지관도서관관리지원공익형051-792-7200182022-01-012022-12-31금정구2022-11-09
3금정구노인복지관공공시설환경개선공익형051-792-7200982022-01-012022-12-31금정구2022-11-09
4금정구노인복지관보육도우미공익형051-792-7200642022-01-012022-12-31금정구2022-11-09
5금정구노인복지관온종일돌봄시설지원사회서비스051-792-7200282022-01-012022-12-31금정구2022-11-09
6금정구노인복지관우체국행정업무지원사회서비스051-792-720082022-01-012022-12-31금정구2022-11-09
7금정시니어클럽회동환경지킴이공익형051-516-30452202022-01-012022-12-31금정구2022-11-09
8금정시니어클럽금정문화생태환경도우미공익형051-516-30452002022-01-012022-12-31금정구2022-11-09
9금정시니어클럽금정시니어순찰대공익형051-516-30451002022-01-012022-12-31금정구2022-11-09
수행기관사업명 및 활동내용사업구분전화번호인원(명)사업시작일사업종료일구군명데이터기준일자
50대한노인회 금정구지회실버환경지킴이공익형051-582-5484822022-01-012022-12-31금정구2022-11-09
51대한노인회 금정구지회노노케어공익형051-582-5484702022-01-012022-12-31금정구2022-11-09
52대한노인회 금정구지회지하철안전도우미공익형051-582-5484482022-01-012022-12-31금정구2022-11-09
53대한노인회 금정구지회실버강사파견공익형051-582-5484452022-01-012022-12-31금정구2022-11-09
54대한노인회 금정구지회경로당행복도우미공익형051-582-5484352022-01-012022-12-31금정구2022-11-09
55대한노인회 금정구지회시니어 클린공익형051-582-5484332022-01-012022-12-31금정구2022-11-09
56예닮복지재단거리 깔끄미공익형051-529-90181002022-01-012022-12-31금정구2022-11-09
57예닮복지재단노노케어공익형051-529-90181002022-01-012022-12-31금정구2022-11-09
58예닮복지재단복지시설지원공익형051-529-9018782022-01-012022-12-31금정구2022-11-09
59예닮복지재단노노강사파견공익형051-529-9018222022-01-012022-12-31금정구2022-11-09