Overview

Dataset statistics

Number of variables5
Number of observations974
Missing cells0
Missing cells (%)0.0%
Duplicate rows68
Duplicate rows (%)7.0%
Total size in memory39.1 KiB
Average record size in memory41.1 B

Variable types

Text1
Categorical3
Numeric1

Dataset

Description부산시에서 업무를 처리한 업무관계자에 대해 업무처리에 대한 만족도를 업무명,조사일시, 조사매체, 점수 항목을 제공합니다
Author부산광역시
URLhttps://www.data.go.kr/data/15042279/fileData.do

Alerts

수행여부 has constant value ""Constant
조사매체 has constant value ""Constant
Dataset has 68 (7.0%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 11:13:57.583468
Analysis finished2023-12-12 11:13:58.535651
Duration0.95 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업무명
Text

Distinct734
Distinct (%)75.4%
Missing0
Missing (%)0.0%
Memory size7.7 KiB
2023-12-12T20:13:58.880610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length64
Median length53
Mean length32.732033
Min length9

Characters and Unicode

Total characters31881
Distinct characters554
Distinct categories13 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique638 ?
Unique (%)65.5%

Sample

1st row품질시험의뢰-재송2로 28번 가길 일원 외 1개소 도로정비공사-해운대구청
2nd row품질시험의뢰-신평동 도시재생 어울림센터 건립공사-사하구청
3rd row품질시험의뢰-시랑로 52 주변 공급관 부설공사-북구청
4th row품질시험의뢰-시랑로 105 주변 공급관 부설공사-북구청
5th row품질시험의뢰-삼락생태공원 국궁장 일원 외 1개소 도로정비공사-낙동강관리본부 공원관리부
ValueCountFrequency (%)
2023년 297
 
5.5%
보조금 269
 
5.0%
교부 242
 
4.5%
의뢰 142
 
2.6%
지원사업 62
 
1.2%
용역 59
 
1.1%
공급관 57
 
1.1%
및 56
 
1.0%
지원 54
 
1.0%
주변 51
 
0.9%
Other values (1843) 4092
76.0%
2023-12-12T20:13:59.662950image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4470
 
14.0%
2 1052
 
3.3%
사 876
 
2.7%
부 719
 
2.3%
- 610
 
1.9%
시 605
 
1.9%
3 585
 
1.8%
의 576
 
1.8%
공 561
 
1.8%
지 547
 
1.7%
Other values (544) 21280
66.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 22448
70.4%
Space Separator 4470
 
14.0%
Decimal Number 2603
 
8.2%
Open Punctuation 625
 
2.0%
Close Punctuation 624
 
2.0%
Dash Punctuation 610
 
1.9%
Uppercase Letter 280
 
0.9%
Other Punctuation 105
 
0.3%
Other Symbol 60
 
0.2%
Math Symbol 33
 
0.1%
Other values (3) 23
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 876
 
3.9%
부 719
 
3.2%
시 605
 
2.7%
의 576
 
2.6%
공 561
 
2.5%
지 547
 
2.4%
뢰 532
 
2.4%
조 508
 
2.3%
보 497
 
2.2%
년 455
 
2.0%
Other values (472) 16572
73.8%
Uppercase Letter
ValueCountFrequency (%)
L 38
13.6%
P 29
10.4%
I 23
 
8.2%
C 23
 
8.2%
G 21
 
7.5%
A 20
 
7.1%
B 19
 
6.8%
S 17
 
6.1%
T 15
 
5.4%
O 14
 
5.0%
Other values (13) 61
21.8%
Decimal Number
ValueCountFrequency (%)
2 1052
40.4%
3 585
22.5%
0 438
16.8%
1 193
 
7.4%
4 105
 
4.0%
5 70
 
2.7%
6 51
 
2.0%
7 49
 
1.9%
9 33
 
1.3%
8 27
 
1.0%
Other Punctuation
ValueCountFrequency (%)
, 58
55.2%
' 25
23.8%
· 13
 
12.4%
? 3
 
2.9%
& 2
 
1.9%
＆ 1
 
1.0%
. 1
 
1.0%
! 1
 
1.0%
/ 1
 
1.0%
Lowercase Letter
ValueCountFrequency (%)
a 3
20.0%
c 2
13.3%
e 2
13.3%
p 2
13.3%
n 2
13.3%
r 1
 
6.7%
d 1
 
6.7%
w 1
 
6.7%
k 1
 
6.7%
Open Punctuation
ValueCountFrequency (%)
( 540
86.4%
[ 51
 
8.2%
「 20
 
3.2%
《 11
 
1.8%
『 2
 
0.3%
［ 1
 
0.2%
Close Punctuation
ValueCountFrequency (%)
) 540
86.5%
] 51
 
8.2%
」 19
 
3.0%
》 11
 
1.8%
』 2
 
0.3%
］ 1
 
0.2%
Math Symbol
ValueCountFrequency (%)
~ 28
84.8%
> 2
 
6.1%
< 2
 
6.1%
+ 1
 
3.0%
Space Separator
ValueCountFrequency (%)
4470
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 610
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 60
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 6
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 22508
70.6%
Common 9078
28.5%
Latin 295
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 876
 
3.9%
부 719
 
3.2%
시 605
 
2.7%
의 576
 
2.6%
공 561
 
2.5%
지 547
 
2.4%
뢰 532
 
2.4%
조 508
 
2.3%
보 497
 
2.2%
년 455
 
2.0%
Other values (473) 16632
73.9%
Common
ValueCountFrequency (%)
4470
49.2%
2 1052
 
11.6%
- 610
 
6.7%
3 585
 
6.4%
( 540
 
5.9%
) 540
 
5.9%
0 438
 
4.8%
1 193
 
2.1%
4 105
 
1.2%
5 70
 
0.8%
Other values (29) 475
 
5.2%
Latin
ValueCountFrequency (%)
L 38
12.9%
P 29
 
9.8%
I 23
 
7.8%
C 23
 
7.8%
G 21
 
7.1%
A 20
 
6.8%
B 19
 
6.4%
S 17
 
5.8%
T 15
 
5.1%
O 14
 
4.7%
Other values (22) 76
25.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 22446
70.4%
ASCII 9292
29.1%
None 141
 
0.4%
Compat Jamo 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4470
48.1%
2 1052
 
11.3%
- 610
 
6.6%
3 585
 
6.3%
( 540
 
5.8%
) 540
 
5.8%
0 438
 
4.7%
1 193
 
2.1%
4 105
 
1.1%
5 70
 
0.8%
Other values (51) 689
 
7.4%
Hangul
ValueCountFrequency (%)
사 876
 
3.9%
부 719
 
3.2%
시 605
 
2.7%
의 576
 
2.6%
공 561
 
2.5%
지 547
 
2.4%
뢰 532
 
2.4%
조 508
 
2.3%
보 497
 
2.2%
년 455
 
2.0%
Other values (470) 16570
73.8%
None
ValueCountFrequency (%)
㈜ 60
42.6%
「 20
 
14.2%
」 19
 
13.5%
· 13
 
9.2%
《 11
 
7.8%
》 11
 
7.8%
』 2
 
1.4%
『 2
 
1.4%
＆ 1
 
0.7%
［ 1
 
0.7%
Compat Jamo
ValueCountFrequency (%)
ㅎ 1
50.0%
ㆍ 1
50.0%

조사일
Categorical

Distinct48
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size7.7 KiB
2023-09-05
85 
2023-08-08
78 
2023-10-12
 
59
2023-08-24
 
48
2023-10-13
 
46
Other values (43)
658 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row2023-10-31
2nd row2023-10-31
3rd row2023-10-31
4th row2023-10-31
5th row2023-10-31

Common Values

ValueCountFrequency (%)
2023-09-05 85
 
8.7%
2023-08-08 78
 
8.0%
2023-10-12 59
 
6.1%
2023-08-24 48
 
4.9%
2023-10-13 46
 
4.7%
2023-09-07 45
 
4.6%
2023-09-18 37
 
3.8%
2023-09-26 32
 
3.3%
2023-10-10 32
 
3.3%
2023-10-31 30
 
3.1%
Other values (38) 482
49.5%

Length

2023-12-12T20:13:59.900941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2023-09-05 85
 
8.7%
2023-08-08 78
 
8.0%
2023-10-12 59
 
6.1%
2023-08-24 48
 
4.9%
2023-10-13 46
 
4.7%
2023-09-07 45
 
4.6%
2023-09-18 37
 
3.8%
2023-09-26 32
 
3.3%
2023-10-10 32
 
3.3%
2023-10-31 30
 
3.1%
Other values (38) 482
49.5%

수행여부
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.7 KiB
조사완료
974 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
조사완료 974
100.0%

Length

2023-12-12T20:14:00.123073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T20:14:00.303673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
조사완료 974
100.0%

조사매체
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.7 KiB
전화
974 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전화 974
100.0%

Length

2023-12-12T20:14:00.485311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T20:14:00.957648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전화 974
100.0%

점수
Real number (ℝ)

Distinct11
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.172485
Minimum0
Maximum100
Zeros3
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size8.7 KiB
2023-12-12T20:14:01.387683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile90
Q1100
median100
Q3100
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)0

Descriptive statistics

Standard deviation7.865586
Coefficient of variation (CV)0.080120067
Kurtosis77.675241
Mean98.172485
Median Absolute Deviation (MAD)0
Skewness-7.5263672
Sum95620
Variance61.867444
MonotonicityNot monotonic
2023-12-12T20:14:02.043307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
100.0 885
90.9%
90.0 27
 
2.8%
92.5 18
 
1.8%
70.0 16
 
1.6%
82.5 9
 
0.9%
75.0 7
 
0.7%
65.0 5
 
0.5%
0.0 3
 
0.3%
80.0 2
 
0.2%
85.0 1
 
0.1%
ValueCountFrequency (%)
0.0 3
 
0.3%
65.0 5
 
0.5%
67.5 1
 
0.1%
70.0 16
1.6%
75.0 7
 
0.7%
80.0 2
 
0.2%
82.5 9
 
0.9%
85.0 1
 
0.1%
90.0 27
2.8%
92.5 18
1.8%
ValueCountFrequency (%)
100.0 885
90.9%
92.5 18
 
1.8%
90.0 27
 
2.8%
85.0 1
 
0.1%
82.5 9
 
0.9%
80.0 2
 
0.2%
75.0 7
 
0.7%
70.0 16
 
1.6%
67.5 1
 
0.1%
65.0 5
 
0.5%

Interactions

2023-12-12T20:13:58.059557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T20:14:02.425187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
조사일점수
조사일1.0000.663
점수0.6631.000
2023-12-12T20:14:02.639249image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
점수조사일
점수1.0000.368
조사일0.3681.000

Missing values

2023-12-12T20:13:58.266030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T20:13:58.462698image/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

업무명조사일수행여부조사매체점수
0품질시험의뢰-재송2로 28번 가길 일원 외 1개소 도로정비공사-해운대구청2023-10-31조사완료전화100.0
1품질시험의뢰-신평동 도시재생 어울림센터 건립공사-사하구청2023-10-31조사완료전화100.0
2품질시험의뢰-시랑로 52 주변 공급관 부설공사-북구청2023-10-31조사완료전화100.0
3품질시험의뢰-시랑로 105 주변 공급관 부설공사-북구청2023-10-31조사완료전화100.0
4품질시험의뢰-삼락생태공원 국궁장 일원 외 1개소 도로정비공사-낙동강관리본부 공원관리부2023-10-31조사완료전화100.0
5품질시험의뢰-백양대로 1064번기 7-1 주변 공급관 부설공사-북구청2023-10-31조사완료전화100.0
6품질시험의뢰-동래구 충렬대로 일원 외 2개소 포장보수공사-건설안전시험사업소2023-10-31조사완료전화100.0
7품질시험의뢰-낙동북로 663번 나길 34-3 주변 공급관 부설공사-북구청2023-10-31조사완료전화100.0
8품질시험의뢰-기장역 엘크루 더퍼스트 신축공사-㈜우경개발2023-10-31조사완료전화100.0
9품질시험의뢰-기장역 엘크루 더퍼스트 신축공사-㈜우경개발2023-10-31조사완료전화100.0
업무명조사일수행여부조사매체점수
964지역에너지 인재양클러스터 성사업 보조금 교부 의뢰2023-05-03조사완료전화100.0
965제22회 이주홍문학축전 시비보조금2023-05-03조사완료전화100.0
96623년 친환경 중소형선박 기술역량 강화사업 사업비 지급 의뢰2023-05-03조사완료전화100.0
96723년 친환경 중소형선박 기술역량 강화사업 사업비 지급 의뢰2023-05-03조사완료전화100.0
9682023년 한국여성문학축전 지원 시비보조금 교부2023-05-02조사완료전화100.0
9692023년 친환경 중소형선박 기술역량 강화사업 사업비 지출 의뢰2023-05-02조사완료전화100.0
9702023년 부산동래 전국전통예술경연대회 보조금 교부2023-05-02조사완료전화100.0
9712023년 부산국제문학제 시비보조금 교부2023-05-02조사완료전화100.0
9722023 부산소설문학상 창작 지원 시비보조금 교부2023-05-02조사완료전화100.0
9732023 피란수도 부산 시민아카데미 기획·운영 대행 용역2023-05-02조사완료전화100.0

Duplicate rows

Most frequently occurring

업무명조사일수행여부조사매체점수# duplicates
232023년 조기폐차(대형, 건설기계 폐차) 보조금 지출(27차)2023-10-12조사완료전화100.08
222023년 조기폐차(대형, 건설기계 구매) 보조금 지출(30차)2023-09-07조사완료전화100.07
40저녹스버너 설치사업 보조금 지출의뢰(4차)2023-10-12조사완료전화100.07
172023년 어린이 통학차량 LPG 전환 지원 보조금 지출(6차)2023-09-07조사완료전화100.06
262023년 지역주도형 청년일자리사업 보조금(4차) 교부 의뢰2023-09-12조사완료전화100.06
282023년 지역혁신프로젝트 사업 보조금(4차) 교부 의뢰2023-08-08조사완료전화100.06
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