Overview

Dataset statistics

Number of variables9
Number of observations32
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.5 KiB
Average record size in memory79.1 B

Variable types

Numeric1
Categorical7
Text1

Dataset

Description부산광역시 연제구 2023장애인일자리 현황으로 일자리종류, 사업기간, 근로기간, 근무내용, 급여액, 배정인원, 수행기관 항목에 대한 정보를 제공하고 있습니다.
URLhttps://www.data.go.kr/data/15105112/fileData.do

Alerts

사업기간 has constant value ""Constant
근로기간 has constant value ""Constant
데이터기준일자 has constant value ""Constant
급여액 is highly overall correlated with 연번 and 1 other fieldsHigh correlation
일자리 종류 is highly overall correlated with 연번 and 1 other fieldsHigh correlation
연번 is highly overall correlated with 일자리 종류 and 1 other fieldsHigh correlation
근무내용 is highly imbalanced (55.1%)Imbalance
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 04:03:37.218505
Analysis finished2023-12-12 04:03:38.017077
Duration0.8 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct32
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.5
Minimum1
Maximum32
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size420.0 B
2023-12-12T13:03:38.108871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.55
Q18.75
median16.5
Q324.25
95-th percentile30.45
Maximum32
Range31
Interquartile range (IQR)15.5

Descriptive statistics

Standard deviation9.3808315
Coefficient of variation (CV)0.56853524
Kurtosis-1.2
Mean16.5
Median Absolute Deviation (MAD)8
Skewness0
Sum528
Variance88
MonotonicityStrictly increasing
2023-12-12T13:03:38.299857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%)
1 1
 
3.1%
18 1
 
3.1%
32 1
 
3.1%
31 1
 
3.1%
30 1
 
3.1%
29 1
 
3.1%
28 1
 
3.1%
27 1
 
3.1%
26 1
 
3.1%
25 1
 
3.1%
Other values (22) 22
68.8%
ValueCountFrequency (%)
1 1
3.1%
2 1
3.1%
3 1
3.1%
4 1
3.1%
5 1
3.1%
6 1
3.1%
7 1
3.1%
8 1
3.1%
9 1
3.1%
10 1
3.1%
ValueCountFrequency (%)
32 1
3.1%
31 1
3.1%
30 1
3.1%
29 1
3.1%
28 1
3.1%
27 1
3.1%
26 1
3.1%
25 1
3.1%
24 1
3.1%
23 1
3.1%

일자리 종류
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)6.2%
Missing0
Missing (%)0.0%
Memory size388.0 B
장애인일자리(전일제)
24 
장애인일자리(시간제)
8 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row장애인일자리(전일제)
2nd row장애인일자리(전일제)
3rd row장애인일자리(전일제)
4th row장애인일자리(전일제)
5th row장애인일자리(전일제)

Common Values

ValueCountFrequency (%)
장애인일자리(전일제) 24
75.0%
장애인일자리(시간제) 8
 
25.0%

Length

2023-12-12T13:03:38.457975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:03:38.579554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
장애인일자리(전일제 24
75.0%
장애인일자리(시간제 8
 
25.0%

사업기간
Categorical

CONSTANT 

Distinct1
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size388.0 B
2023-01-01~2023-12-31
32 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-01-01~2023-12-31
2nd row2023-01-01~2023-12-31
3rd row2023-01-01~2023-12-31
4th row2023-01-01~2023-12-31
5th row2023-01-01~2023-12-31

Common Values

ValueCountFrequency (%)
2023-01-01~2023-12-31 32
100.0%

Length

2023-12-12T13:03:38.689746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:03:38.795708image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-01-01~2023-12-31 32
100.0%

근로기간
Categorical

CONSTANT 

Distinct1
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size388.0 B
2023-01-01~2023-12-31
32 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-01-01~2023-12-31
2nd row2023-01-01~2023-12-31
3rd row2023-01-01~2023-12-31
4th row2023-01-01~2023-12-31
5th row2023-01-01~2023-12-31

Common Values

ValueCountFrequency (%)
2023-01-01~2023-12-31 32
100.0%

Length

2023-12-12T13:03:38.920336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:03:39.078160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-01-01~2023-12-31 32
100.0%

근무내용
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.2%
Missing0
Missing (%)0.0%
Memory size388.0 B
행정보조
29 
물류작업보조
3 

Length

Max length6
Median length4
Mean length4.1875
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
행정보조 29
90.6%
물류작업보조 3
 
9.4%

Length

2023-12-12T13:03:39.200261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:03:39.332447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
행정보조 29
90.6%
물류작업보조 3
 
9.4%

급여액
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)6.2%
Missing0
Missing (%)0.0%
Memory size388.0 B
2010580
24 
1005290
8 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2010580
2nd row2010580
3rd row2010580
4th row2010580
5th row2010580

Common Values

ValueCountFrequency (%)
2010580 24
75.0%
1005290 8
 
25.0%

Length

2023-12-12T13:03:39.440901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:03:39.557689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2010580 24
75.0%
1005290 8
 
25.0%

배정인원
Categorical

Distinct4
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size388.0 B
1
20 
2
10 
3
 
1
4
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique2 ?
Unique (%)6.2%

Sample

1st row1
2nd row1
3rd row1
4th row2
5th row1

Common Values

ValueCountFrequency (%)
1 20
62.5%
2 10
31.2%
3 1
 
3.1%
4 1
 
3.1%

Length

2023-12-12T13:03:39.670927image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:03:39.787060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 20
62.5%
2 10
31.2%
3 1
 
3.1%
4 1
 
3.1%

수행기관
Text

Distinct30
Distinct (%)93.8%
Missing0
Missing (%)0.0%
Memory size388.0 B
2023-12-12T13:03:40.022760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length11
Mean length8.21875
Min length3

Characters and Unicode

Total characters263
Distinct characters60
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

Unique28 ?
Unique (%)87.5%

Sample

1st row거제1동 행정복지센터
2nd row거제2동 행정복지센터
3rd row거제3동 행정복지센터
4th row거제4동 행정복지센터
5th row거제종합복지관
ValueCountFrequency (%)
행정복지센터 12
24.5%
연제구장애인협회 2
 
4.1%
연산1동 2
 
4.1%
연산9동 2
 
4.1%
문화체육과 2
 
4.1%
거제1동 2
 
4.1%
교통행정과 1
 
2.0%
장애인자립생활센터 1
 
2.0%
연산8동 1
 
2.0%
양지직업재활원 1
 
2.0%
Other values (23) 23
46.9%
2023-12-12T13:03:40.452084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
연 17
 
6.5%
17
 
6.5%
지 16
 
6.1%
동 15
 
5.7%
터 14
 
5.3%
센 14
 
5.3%
복 14
 
5.3%
정 13
 
4.9%
행 13
 
4.9%
산 13
 
4.9%
Other values (50) 117
44.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 231
87.8%
Space Separator 17
 
6.5%
Decimal Number 15
 
5.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
연 17
 
7.4%
지 16
 
6.9%
동 15
 
6.5%
터 14
 
6.1%
센 14
 
6.1%
복 14
 
6.1%
정 13
 
5.6%
행 13
 
5.6%
산 13
 
5.6%
제 12
 
5.2%
Other values (41) 90
39.0%
Decimal Number
ValueCountFrequency (%)
1 4
26.7%
9 2
13.3%
2 2
13.3%
4 2
13.3%
3 2
13.3%
8 1
 
6.7%
5 1
 
6.7%
6 1
 
6.7%
Space Separator
ValueCountFrequency (%)
17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 231
87.8%
Common 32
 
12.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
연 17
 
7.4%
지 16
 
6.9%
동 15
 
6.5%
터 14
 
6.1%
센 14
 
6.1%
복 14
 
6.1%
정 13
 
5.6%
행 13
 
5.6%
산 13
 
5.6%
제 12
 
5.2%
Other values (41) 90
39.0%
Common
ValueCountFrequency (%)
17
53.1%
1 4
 
12.5%
9 2
 
6.2%
2 2
 
6.2%
4 2
 
6.2%
3 2
 
6.2%
8 1
 
3.1%
5 1
 
3.1%
6 1
 
3.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 231
87.8%
ASCII 32
 
12.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
연 17
 
7.4%
지 16
 
6.9%
동 15
 
6.5%
터 14
 
6.1%
센 14
 
6.1%
복 14
 
6.1%
정 13
 
5.6%
행 13
 
5.6%
산 13
 
5.6%
제 12
 
5.2%
Other values (41) 90
39.0%
ASCII
ValueCountFrequency (%)
17
53.1%
1 4
 
12.5%
9 2
 
6.2%
2 2
 
6.2%
4 2
 
6.2%
3 2
 
6.2%
8 1
 
3.1%
5 1
 
3.1%
6 1
 
3.1%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size388.0 B
2023-08-09
32 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-08-09
2nd row2023-08-09
3rd row2023-08-09
4th row2023-08-09
5th row2023-08-09

Common Values

ValueCountFrequency (%)
2023-08-09 32
100.0%

Length

2023-12-12T13:03:40.609869image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:03:40.743513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-08-09 32
100.0%

Interactions

2023-12-12T13:03:37.594604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T13:03:40.827685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번일자리 종류근무내용급여액배정인원수행기관
연번1.0000.9920.7200.9920.0000.979
일자리 종류0.9921.0000.0000.9910.5560.419
근무내용0.7200.0001.0000.0000.7031.000
급여액0.9920.9910.0001.0000.5560.419
배정인원0.0000.5560.7030.5561.0000.963
수행기관0.9790.4191.0000.4190.9631.000
2023-12-12T13:03:40.948455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
급여액근무내용일자리 종류배정인원
급여액1.0000.0000.9140.364
근무내용0.0001.0000.0000.480
일자리 종류0.9140.0001.0000.364
배정인원0.3640.4800.3641.000
2023-12-12T13:03:41.080422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번일자리 종류근무내용급여액배정인원
연번1.0000.7860.4760.7860.000
일자리 종류0.7861.0000.0000.9140.364
근무내용0.4760.0001.0000.0000.480
급여액0.7860.9140.0001.0000.364
배정인원0.0000.3640.4800.3641.000

Missing values

2023-12-12T13:03:37.776765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T13:03:37.946773image/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

연번일자리 종류사업기간근로기간근무내용급여액배정인원수행기관데이터기준일자
01장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조20105801거제1동 행정복지센터2023-08-09
12장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조20105801거제2동 행정복지센터2023-08-09
23장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조20105801거제3동 행정복지센터2023-08-09
34장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조20105802거제4동 행정복지센터2023-08-09
45장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조20105801거제종합복지관2023-08-09
56장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조20105802교통행정과2023-08-09
67장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조20105802문화체육과2023-08-09
78장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31물류작업보조20105802부산연제우체국2023-08-09
89장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조20105802생활보장과2023-08-09
910장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31물류작업보조20105801연산1동 우체국2023-08-09
연번일자리 종류사업기간근로기간근무내용급여액배정인원수행기관데이터기준일자
2223장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조20105801재무과2023-08-09
2324장애인일자리(전일제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조20105801평생교육과2023-08-09
2425장애인일자리(시간제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조10052901거제1동2023-08-09
2526장애인일자리(시간제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조10052901문화체육과2023-08-09
2627장애인일자리(시간제)2023-01-01~2023-12-312023-01-01~2023-12-31물류작업보조10052903부산 연제우체국2023-08-09
2728장애인일자리(시간제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조10052902양지비전센터2023-08-09
2829장애인일자리(시간제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조10052904양지직업재활원2023-08-09
2930장애인일자리(시간제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조10052901연산9동2023-08-09
3031장애인일자리(시간제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조10052902연제구장애인협회2023-08-09
3132장애인일자리(시간제)2023-01-01~2023-12-312023-01-01~2023-12-31행정보조10052902연제구장애인협회2023-08-09