Overview

Dataset statistics

Number of variables5
Number of observations625
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory26.4 KiB
Average record size in memory43.2 B

Variable types

Numeric2
Categorical2
Text1

Dataset

Description중장기개방계획에따른 경상남도 지방보조금 보조사업정보 데이터입니다.(사용일자, 사용시간, 예비목코드, 대분류명, 중분류명, 소분류명, 보조금, 자부담금액, 융자금액, 합계액(사용금액) 등이 있습니다.
Author경상남도
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15067387

Alerts

회계연도 has constant value ""Constant
집행정보 is highly skewed (γ1 = 20.00209244)Skewed
순번 has unique valuesUnique
집행정보 has 245 (39.2%) zerosZeros

Reproduction

Analysis started2023-12-10 23:23:41.408729
Analysis finished2023-12-10 23:23:42.615604
Duration1.21 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct625
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean313
Minimum1
Maximum625
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size5.6 KiB
2023-12-11T08:23:42.715001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile32.2
Q1157
median313
Q3469
95-th percentile593.8
Maximum625
Range624
Interquartile range (IQR)312

Descriptive statistics

Standard deviation180.56624
Coefficient of variation (CV)0.57688894
Kurtosis-1.2
Mean313
Median Absolute Deviation (MAD)156
Skewness0
Sum195625
Variance32604.167
MonotonicityStrictly increasing
2023-12-11T08:23:42.871896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
421 1
 
0.2%
414 1
 
0.2%
415 1
 
0.2%
416 1
 
0.2%
417 1
 
0.2%
418 1
 
0.2%
419 1
 
0.2%
420 1
 
0.2%
422 1
 
0.2%
Other values (615) 615
98.4%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
4 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
ValueCountFrequency (%)
625 1
0.2%
624 1
0.2%
623 1
0.2%
622 1
0.2%
621 1
0.2%
620 1
0.2%
619 1
0.2%
618 1
0.2%
617 1
0.2%
616 1
0.2%

회계연도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size5.0 KiB
2022
625 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
2022 625
100.0%

Length

2023-12-11T08:23:43.026587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:23:43.155587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022 625
100.0%

부서명
Categorical

Distinct41
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size5.0 KiB
소통담당관
150 
행정과
103 
여성정책과
68 
장애인복지과
66 
노인복지과
44 
Other values (36)
194 

Length

Max length11
Median length5
Mean length4.8992
Min length3

Unique

Unique12 ?
Unique (%)1.9%

Sample

1st row행정과
2nd row행정과
3rd row농업기술원 기술보급과
4th row행정과
5th row환경정책과

Common Values

ValueCountFrequency (%)
소통담당관 150
24.0%
행정과 103
16.5%
여성정책과 68
10.9%
장애인복지과 66
10.6%
노인복지과 44
 
7.0%
문화예술과 34
 
5.4%
환경정책과 32
 
5.1%
창업지원단 16
 
2.6%
가족지원과 16
 
2.6%
체육지원과 13
 
2.1%
Other values (31) 83
13.3%

Length

2023-12-11T08:23:43.278143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
소통담당관 150
23.7%
행정과 103
16.2%
여성정책과 68
10.7%
장애인복지과 66
10.4%
노인복지과 44
 
6.9%
문화예술과 34
 
5.4%
환경정책과 32
 
5.0%
창업지원단 16
 
2.5%
가족지원과 16
 
2.5%
체육지원과 13
 
2.1%
Other values (32) 92
14.5%

보조사업명
Text

Distinct361
Distinct (%)57.8%
Missing0
Missing (%)0.0%
Memory size5.0 KiB
2023-12-11T08:23:43.503374image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length53
Median length43
Mean length20.2064
Min length5

Characters and Unicode

Total characters12629
Distinct characters449
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique327 ?
Unique (%)52.3%

Sample

1st row3.15의거기념식
2nd row3.15의거기념행사
3rd row2022년도벤처농업신성장활력창출마케팅지원사업
4th row비영리민간단체공익활동지원사업
5th row민간단체환경보전활동지원
ValueCountFrequency (%)
비영리민간단체공익활동지원사업 68
 
10.9%
민간단체환경보전활동지원 28
 
4.5%
2022년지역창업보육센터운영지원 16
 
2.6%
경상남도지역신문발전지원사업(일반공모(공익광고)지원사업 15
 
2.4%
경상남도지역신문발전지원사업(일반공모(기획취재)지원사업 15
 
2.4%
경상남도지역신문발전지원사업(취재편집환경개선사업 14
 
2.2%
경상남도지역신문발전지원사업(기획취재지원사업1 14
 
2.2%
경상남도지역신문발전지원사업(우편발송료지원사업 14
 
2.2%
경상남도지역신문발전지원사업(지역경제활성화홍보지원사업 14
 
2.2%
경상남도지역신문발전지원사업(인턴사원지원사업 13
 
2.1%
Other values (351) 414
66.2%
2023-12-11T08:23:43.918344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
지 847
 
6.7%
원 604
 
4.8%
사 579
 
4.6%
업 509
 
4.0%
경 364
 
2.9%
) 330
 
2.6%
( 329
 
2.6%
남 278
 
2.2%
2 274
 
2.2%
전 260
 
2.1%
Other values (439) 8255
65.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 11355
89.9%
Decimal Number 445
 
3.5%
Close Punctuation 331
 
2.6%
Open Punctuation 330
 
2.6%
Uppercase Letter 77
 
0.6%
Dash Punctuation 35
 
0.3%
Lowercase Letter 30
 
0.2%
Other Punctuation 25
 
0.2%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 847
 
7.5%
원 604
 
5.3%
사 579
 
5.1%
업 509
 
4.5%
경 364
 
3.2%
남 278
 
2.4%
전 260
 
2.3%
역 232
 
2.0%
상 211
 
1.9%
체 206
 
1.8%
Other values (389) 7265
64.0%
Uppercase Letter
ValueCountFrequency (%)
C 12
15.6%
Y 9
11.7%
A 9
11.7%
W 8
10.4%
V 5
 
6.5%
E 5
 
6.5%
T 5
 
6.5%
N 4
 
5.2%
O 4
 
5.2%
I 3
 
3.9%
Other values (10) 13
16.9%
Lowercase Letter
ValueCountFrequency (%)
a 5
16.7%
e 5
16.7%
r 4
13.3%
m 3
10.0%
v 3
10.0%
i 2
 
6.7%
t 2
 
6.7%
n 2
 
6.7%
k 1
 
3.3%
g 1
 
3.3%
Other values (2) 2
 
6.7%
Decimal Number
ValueCountFrequency (%)
2 274
61.6%
0 85
 
19.1%
1 37
 
8.3%
5 15
 
3.4%
6 12
 
2.7%
3 9
 
2.0%
4 9
 
2.0%
9 2
 
0.4%
8 1
 
0.2%
7 1
 
0.2%
Close Punctuation
ValueCountFrequency (%)
) 330
99.7%
」 1
 
0.3%
Open Punctuation
ValueCountFrequency (%)
( 329
99.7%
「 1
 
0.3%
Other Punctuation
ValueCountFrequency (%)
. 19
76.0%
· 6
 
24.0%
Dash Punctuation
ValueCountFrequency (%)
- 35
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 11354
89.9%
Common 1167
 
9.2%
Latin 107
 
0.8%
Han 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 847
 
7.5%
원 604
 
5.3%
사 579
 
5.1%
업 509
 
4.5%
경 364
 
3.2%
남 278
 
2.4%
전 260
 
2.3%
역 232
 
2.0%
상 211
 
1.9%
체 206
 
1.8%
Other values (388) 7264
64.0%
Latin
ValueCountFrequency (%)
C 12
 
11.2%
Y 9
 
8.4%
A 9
 
8.4%
W 8
 
7.5%
V 5
 
4.7%
E 5
 
4.7%
T 5
 
4.7%
a 5
 
4.7%
e 5
 
4.7%
r 4
 
3.7%
Other values (22) 40
37.4%
Common
ValueCountFrequency (%)
) 330
28.3%
( 329
28.2%
2 274
23.5%
0 85
 
7.3%
1 37
 
3.2%
- 35
 
3.0%
. 19
 
1.6%
5 15
 
1.3%
6 12
 
1.0%
3 9
 
0.8%
Other values (8) 22
 
1.9%
Han
ValueCountFrequency (%)
展 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 11354
89.9%
ASCII 1266
 
10.0%
None 8
 
0.1%
CJK 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
지 847
 
7.5%
원 604
 
5.3%
사 579
 
5.1%
업 509
 
4.5%
경 364
 
3.2%
남 278
 
2.4%
전 260
 
2.3%
역 232
 
2.0%
상 211
 
1.9%
체 206
 
1.8%
Other values (388) 7264
64.0%
ASCII
ValueCountFrequency (%)
) 330
26.1%
( 329
26.0%
2 274
21.6%
0 85
 
6.7%
1 37
 
2.9%
- 35
 
2.8%
. 19
 
1.5%
5 15
 
1.2%
C 12
 
0.9%
6 12
 
0.9%
Other values (37) 118
 
9.3%
None
ValueCountFrequency (%)
· 6
75.0%
「 1
 
12.5%
」 1
 
12.5%
CJK
ValueCountFrequency (%)
展 1
100.0%

집행정보
Real number (ℝ)

SKEWED  ZEROS 

Distinct248
Distinct (%)39.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27562134
Minimum0
Maximum5 × 109
Zeros245
Zeros (%)39.2%
Negative0
Negative (%)0.0%
Memory size5.6 KiB
2023-12-11T08:23:44.083401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3484000
Q310000000
95-th percentile74594359
Maximum5 × 109
Range5 × 109
Interquartile range (IQR)10000000

Descriptive statistics

Standard deviation2.1670651 × 108
Coefficient of variation (CV)7.8624721
Kurtosis448.07713
Mean27562134
Median Absolute Deviation (MAD)3484000
Skewness20.002092
Sum1.7226334 × 1010
Variance4.696171 × 1016
MonotonicityNot monotonic
2023-12-11T08:23:44.255670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 245
39.2%
10000000 25
 
4.0%
5000000 17
 
2.7%
4000000 15
 
2.4%
20000000 11
 
1.8%
3000000 10
 
1.6%
8000000 8
 
1.3%
15000000 7
 
1.1%
13000000 5
 
0.8%
80000000 5
 
0.8%
Other values (238) 277
44.3%
ValueCountFrequency (%)
0 245
39.2%
36340 1
 
0.2%
41530 1
 
0.2%
100000 1
 
0.2%
130000 1
 
0.2%
336490 1
 
0.2%
360000 1
 
0.2%
400000 1
 
0.2%
561000 1
 
0.2%
592500 1
 
0.2%
ValueCountFrequency (%)
5000000000 1
0.2%
1088271584 1
0.2%
1025349902 1
0.2%
1019597186 1
0.2%
697308070 1
0.2%
492781350 1
0.2%
399548452 1
0.2%
284442000 1
0.2%
281291511 1
0.2%
257400000 1
0.2%

Interactions

2023-12-11T08:23:42.064379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:23:41.789366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:23:42.208964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:23:41.922440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T08:23:44.358031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번부서명집행정보
순번1.0000.7220.084
부서명0.7221.0000.511
집행정보0.0840.5111.000
2023-12-11T08:23:44.760006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번집행정보부서명
순번1.000-0.0140.333
집행정보-0.0141.0000.275
부서명0.3330.2751.000

Missing values

2023-12-11T08:23:42.364006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T08:23:42.572137image/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

순번회계연도부서명보조사업명집행정보
012022행정과3.15의거기념식0
122022행정과3.15의거기념행사0
232022농업기술원 기술보급과2022년도벤처농업신성장활력창출마케팅지원사업0
342022행정과비영리민간단체공익활동지원사업2970000
452022환경정책과민간단체환경보전활동지원3950010
562022환경정책과야생동물보호사업(경남수렵인참여연대)7999458
672022농식품유통과경남수출농식품단체(업체)역량강화지원(2022년경남수출파프리카수출전진대회)0
782022장애인복지과장애인단체운영비보조(경남신체장애인복지회운영)0
892022장애인복지과장애인단체지원센터보조(장애인문화센터)0
9102022장애인복지과장애인사회참여지원(영호남신체장애인복지증진대회)3334590
순번회계연도부서명보조사업명집행정보
6156162022소통담당관경상남도지역신문발전지원사업(지역축제활성화사업)0
6166172022소통담당관경상남도지역신문발전지원사업(취재편집환경개선사업)0
6176182022장애인복지과장애인단체운영비보조(한우리인성회운영)0
6186192022장애인복지과장애인사회적응훈련(야영대회)0
6196202022장애인복지과장애인재활프로그램지원(제14회한울타리장애인자립생활대회)2500000
6206212022소통담당관경상남도지역신문발전지원사업(일반공모(공익광고)지원사업)0
6216222022소통담당관경상남도지역신문발전지원사업(일반공모(기획취재)지원사업)0
6226232022환경정책과민간단체환경보전활동지원4014910
6236242022행정과비영리민간단체공익활동지원사업7000000
6246252022여성정책과양성평등사업지원(배우고나누고소통하고-희망나라)5000000