Overview

Dataset statistics

Number of variables5
Number of observations36
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.6 KiB
Average record size in memory45.6 B

Variable types

Categorical1
Text1
DateTime2
Numeric1

Dataset

Description예금보험공사의 정보화사업 추진 현황으로 사업연도, 사업명, 사업시작일, 사업종료일, 계약금액에 대한 정보를 제공합니다.
Author예금보험공사
URLhttps://www.data.go.kr/data/15126821/fileData.do

Alerts

사업명 has unique valuesUnique

Reproduction

Analysis started2024-03-14 15:05:11.837319
Analysis finished2024-03-14 15:05:12.949100
Duration1.11 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

사업연도
Categorical

Distinct5
Distinct (%)13.9%
Missing0
Missing (%)0.0%
Memory size416.0 B
2020
13 
2019
10 
2021
6 
2022
5 
2023
2 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019
2nd row2019
3rd row2019
4th row2019
5th row2019

Common Values

ValueCountFrequency (%)
2020 13
36.1%
2019 10
27.8%
2021 6
16.7%
2022 5
 
13.9%
2023 2
 
5.6%

Length

2024-03-15T00:05:13.175550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T00:05:13.513251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 13
36.1%
2019 10
27.8%
2021 6
16.7%
2022 5
 
13.9%
2023 2
 
5.6%

사업명
Text

UNIQUE 

Distinct36
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size416.0 B
2024-03-15T00:05:14.667030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length38
Median length26
Mean length22.555556
Min length11

Characters and Unicode

Total characters812
Distinct characters178
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)100.0%

Sample

1st row2019년 예금보험공사 홈페이지 개편
2nd row2019년 예금보험공사 홈페이지 개편 감리용역
3rd rowIT 재해복구체계 강화 및 노후시스템 교체 사업
4th row업무시스템 버전·배포관리 소프트웨어 교체 사업
5th row '20∼'22 정보화 전략계획 수립 사업
ValueCountFrequency (%)
및 9
 
5.0%
사업 8
 
4.4%
구축 7
 
3.9%
시스템 6
 
3.3%
차세대 4
 
2.2%
계약 4
 
2.2%
기능개선 4
 
2.2%
교체 4
 
2.2%
강화 4
 
2.2%
kdic 3
 
1.7%
Other values (94) 128
70.7%
2024-03-15T00:05:16.261554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
146
 
18.0%
시 28
 
3.4%
스 27
 
3.3%
템 21
 
2.6%
보 20
 
2.5%
사 17
 
2.1%
지 17
 
2.1%
구 16
 
2.0%
업 16
 
2.0%
축 15
 
1.8%
Other values (168) 489
60.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 579
71.3%
Space Separator 146
 
18.0%
Uppercase Letter 44
 
5.4%
Decimal Number 16
 
2.0%
Close Punctuation 10
 
1.2%
Open Punctuation 10
 
1.2%
Other Punctuation 4
 
0.5%
Dash Punctuation 1
 
0.1%
Lowercase Letter 1
 
0.1%
Math Symbol 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
시 28
 
4.8%
스 27
 
4.7%
템 21
 
3.6%
보 20
 
3.5%
사 17
 
2.9%
지 17
 
2.9%
구 16
 
2.8%
업 16
 
2.8%
축 15
 
2.6%
금 13
 
2.2%
Other values (143) 389
67.2%
Uppercase Letter
ValueCountFrequency (%)
I 9
20.5%
P 7
15.9%
C 5
11.4%
T 5
11.4%
D 3
 
6.8%
M 3
 
6.8%
K 3
 
6.8%
R 3
 
6.8%
A 2
 
4.5%
O 2
 
4.5%
Other values (2) 2
 
4.5%
Decimal Number
ValueCountFrequency (%)
2 7
43.8%
0 5
31.2%
9 2
 
12.5%
1 2
 
12.5%
Other Punctuation
ValueCountFrequency (%)
' 2
50.0%
, 1
25.0%
· 1
25.0%
Space Separator
ValueCountFrequency (%)
146
100.0%
Close Punctuation
ValueCountFrequency (%)
) 10
100.0%
Open Punctuation
ValueCountFrequency (%)
( 10
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%
Lowercase Letter
ValueCountFrequency (%)
e 1
100.0%
Math Symbol
ValueCountFrequency (%)
∼ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 579
71.3%
Common 188
 
23.2%
Latin 45
 
5.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
시 28
 
4.8%
스 27
 
4.7%
템 21
 
3.6%
보 20
 
3.5%
사 17
 
2.9%
지 17
 
2.9%
구 16
 
2.8%
업 16
 
2.8%
축 15
 
2.6%
금 13
 
2.2%
Other values (143) 389
67.2%
Latin
ValueCountFrequency (%)
I 9
20.0%
P 7
15.6%
C 5
11.1%
T 5
11.1%
D 3
 
6.7%
M 3
 
6.7%
K 3
 
6.7%
R 3
 
6.7%
A 2
 
4.4%
O 2
 
4.4%
Other values (3) 3
 
6.7%
Common
ValueCountFrequency (%)
146
77.7%
) 10
 
5.3%
( 10
 
5.3%
2 7
 
3.7%
0 5
 
2.7%
9 2
 
1.1%
1 2
 
1.1%
' 2
 
1.1%
, 1
 
0.5%
· 1
 
0.5%
Other values (2) 2
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 579
71.3%
ASCII 231
 
28.4%
None 1
 
0.1%
Math Operators 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
146
63.2%
) 10
 
4.3%
( 10
 
4.3%
I 9
 
3.9%
2 7
 
3.0%
P 7
 
3.0%
C 5
 
2.2%
T 5
 
2.2%
0 5
 
2.2%
D 3
 
1.3%
Other values (13) 24
 
10.4%
Hangul
ValueCountFrequency (%)
시 28
 
4.8%
스 27
 
4.7%
템 21
 
3.6%
보 20
 
3.5%
사 17
 
2.9%
지 17
 
2.9%
구 16
 
2.8%
업 16
 
2.8%
축 15
 
2.6%
금 13
 
2.2%
Other values (143) 389
67.2%
None
ValueCountFrequency (%)
· 1
100.0%
Math Operators
ValueCountFrequency (%)
∼ 1
100.0%

사업시작일
Date

Distinct35
Distinct (%)97.2%
Missing0
Missing (%)0.0%
Memory size416.0 B
Minimum2019-04-10 00:00:00
Maximum2023-08-17 00:00:00
2024-03-15T00:05:16.632269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T00:05:17.216641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)

사업종료일(예정 포함)
Date

Distinct29
Distinct (%)80.6%
Missing0
Missing (%)0.0%
Memory size416.0 B
Minimum2019-08-09 00:00:00
Maximum2025-08-31 00:00:00
2024-03-15T00:05:17.588290image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T00:05:17.999772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)

계약금액(백만원)
Real number (ℝ)

Distinct30
Distinct (%)83.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1718.5
Minimum7
Maximum40170
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size452.0 B
2024-03-15T00:05:18.387915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile16.25
Q180.25
median156
Q3622.75
95-th percentile4268.75
Maximum40170
Range40163
Interquartile range (IQR)542.5

Descriptive statistics

Standard deviation6719.8757
Coefficient of variation (CV)3.9103146
Kurtosis33.104321
Mean1718.5
Median Absolute Deviation (MAD)137
Skewness5.6733066
Sum61866
Variance45156730
MonotonicityNot monotonic
2024-03-15T00:05:18.807079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
19 4
 
11.1%
1940 2
 
5.6%
156 2
 
5.6%
89 2
 
5.6%
40170 1
 
2.8%
3309 1
 
2.8%
60 1
 
2.8%
101 1
 
2.8%
848 1
 
2.8%
122 1
 
2.8%
Other values (20) 20
55.6%
ValueCountFrequency (%)
7 1
 
2.8%
8 1
 
2.8%
19 4
11.1%
23 1
 
2.8%
54 1
 
2.8%
60 1
 
2.8%
87 1
 
2.8%
89 2
5.6%
101 1
 
2.8%
121 1
 
2.8%
ValueCountFrequency (%)
40170 1
2.8%
7148 1
2.8%
3309 1
2.8%
1940 2
5.6%
848 1
2.8%
702 1
2.8%
645 1
2.8%
628 1
2.8%
621 1
2.8%
548 1
2.8%

Interactions

2024-03-15T00:05:12.131438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-15T00:05:19.080514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
사업연도사업명사업시작일사업종료일(예정 포함)계약금액(백만원)
사업연도1.0001.0001.0000.7190.295
사업명1.0001.0001.0001.0001.000
사업시작일1.0001.0001.0000.9811.000
사업종료일(예정 포함)0.7191.0000.9811.0000.000
계약금액(백만원)0.2951.0001.0000.0001.000
2024-03-15T00:05:19.342345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
계약금액(백만원)사업연도
계약금액(백만원)1.0000.219
사업연도0.2191.000

Missing values

2024-03-15T00:05:12.489346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T00:05:12.818344image/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

사업연도사업명사업시작일사업종료일(예정 포함)계약금액(백만원)
020192019년 예금보험공사 홈페이지 개편2019-04-102019-08-09122
120192019년 예금보험공사 홈페이지 개편 감리용역2019-05-092019-08-0923
22019IT 재해복구체계 강화 및 노후시스템 교체 사업2019-06-242020-10-23548
32019업무시스템 버전·배포관리 소프트웨어 교체 사업2019-06-252019-09-24121
42019'20∼'22 정보화 전략계획 수립 사업2019-07-092019-12-06533
52019PC 등 전산기기 유지보수 사업2019-09-012022-08-31628
62019KDIC 연구분석정보 웹페이지 구축 사업2019-09-022019-12-1387
72019공사 대외서비스 플러그인 제거 사업2019-12-132020-03-1289
82019빅데이터(비재무정보,소셜미디어) 수집 계약2019-06-112020-06-1119
92019일하는 방식 혁신을 위한 RPA(업무자동화) 시범구축 사업2019-09-032019-11-0219
사업연도사업명사업시작일사업종료일(예정 포함)계약금액(백만원)
262021착오송금 반환지원시스템 구축 감리2021-04-292022-01-1489
272021착오송금반환지원시스템 개인정보 영향평가2021-05-032021-08-3160
282021서버접근제어시스템 업그레이드2021-10-282021-12-22101
292022예금보험공사 차세대 시스템 구축사업 감리2022-03-172024-04-19848
302022KDIC 차세대 시스템 개인정보 영향평가2022-06-272024-04-19161
312022정보시스템 통합유지보수2022-07-122024-03-317148
322022PC 등 전산기기 유지보수2022-09-012025-08-31702
332022기금운용시스템 임시 유지보수 계약 체결(안)2022-11-302023-02-288
342023저축은행 예수금 모니터링 시스템 구축2023-08-172024-03-31241
352023표시제도 온라인 조사 개선을 위한 시범구축 사업2023-07-142023-10-1719