Overview

Dataset statistics

Number of variables10
Number of observations30
Missing cells30
Missing cells (%)10.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.6 KiB
Average record size in memory87.3 B

Variable types

Numeric2
Text3
DateTime2
Categorical2
Unsupported1

Dataset

Description광주광역시 종합건설본부 건축설비부 건축팀에서 발주하여 설계 및 공사 추진 중인 사업 설명으로사업명, 사업위치, 사업개요, 사업기간, 담당자 정리본 입니다.
Author광주광역시
URLhttps://www.data.go.kr/data/15095305/fileData.do

Alerts

담당자 is highly overall correlated with 연번 and 1 other fieldsHigh correlation
담당자전화번호 is highly overall correlated with 연번 and 1 other fieldsHigh correlation
연번 is highly overall correlated with 총사업비(백만원) and 2 other fieldsHigh correlation
총사업비(백만원) is highly overall correlated with 연번High correlation
데이터기준일자 has 30 (100.0%) missing valuesMissing
연번 has unique valuesUnique
사업명 has unique valuesUnique
위치 has unique valuesUnique
사업개요 has unique valuesUnique
총사업비(백만원) has unique valuesUnique
데이터기준일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-03-14 15:25:55.781340
Analysis finished2024-03-14 15:25:58.204801
Duration2.42 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.5
Minimum1
Maximum30
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size398.0 B
2024-03-15T00:25:58.378576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.45
Q18.25
median15.5
Q322.75
95-th percentile28.55
Maximum30
Range29
Interquartile range (IQR)14.5

Descriptive statistics

Standard deviation8.8034084
Coefficient of variation (CV)0.56796183
Kurtosis-1.2
Mean15.5
Median Absolute Deviation (MAD)7.5
Skewness0
Sum465
Variance77.5
MonotonicityStrictly increasing
2024-03-15T00:25:58.777273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
1 1
 
3.3%
17 1
 
3.3%
30 1
 
3.3%
29 1
 
3.3%
28 1
 
3.3%
27 1
 
3.3%
26 1
 
3.3%
25 1
 
3.3%
24 1
 
3.3%
23 1
 
3.3%
Other values (20) 20
66.7%
ValueCountFrequency (%)
1 1
3.3%
2 1
3.3%
3 1
3.3%
4 1
3.3%
5 1
3.3%
6 1
3.3%
7 1
3.3%
8 1
3.3%
9 1
3.3%
10 1
3.3%
ValueCountFrequency (%)
30 1
3.3%
29 1
3.3%
28 1
3.3%
27 1
3.3%
26 1
3.3%
25 1
3.3%
24 1
3.3%
23 1
3.3%
22 1
3.3%
21 1
3.3%

사업명
Text

UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size368.0 B
2024-03-15T00:25:59.702388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length19.5
Mean length16.466667
Min length10

Characters and Unicode

Total characters494
Distinct characters147
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique30 ?
Unique (%)100.0%

Sample

1st row유네스코 세계지질공원 동아시아 플랫폼 건립
2nd row빛고을 창업 스테이션 건립사업
3rd row김대중컨벤션센터 제2전시장 건립사업
4th row장애인회관 건립공사
5th row장애인수련시설 건립사업
ValueCountFrequency (%)
건립사업 16
 
16.8%
건립공사 3
 
3.2%
건립 3
 
3.2%
플랫폼 2
 
2.1%
조성사업 2
 
2.1%
건축공사 2
 
2.1%
증축사업 2
 
2.1%
유네스코 1
 
1.1%
성장지원센터 1
 
1.1%
노사동반 1
 
1.1%
Other values (62) 62
65.3%
2024-03-15T00:26:01.321360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
65
 
13.2%
사 32
 
6.5%
업 29
 
5.9%
건 24
 
4.9%
립 23
 
4.7%
공 15
 
3.0%
지 13
 
2.6%
원 11
 
2.2%
시 10
 
2.0%
센 10
 
2.0%
Other values (137) 262
53.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 424
85.8%
Space Separator 65
 
13.2%
Decimal Number 2
 
0.4%
Other Punctuation 1
 
0.2%
Close Punctuation 1
 
0.2%
Open Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 32
 
7.5%
업 29
 
6.8%
건 24
 
5.7%
립 23
 
5.4%
공 15
 
3.5%
지 13
 
3.1%
원 11
 
2.6%
시 10
 
2.4%
센 10
 
2.4%
터 10
 
2.4%
Other values (131) 247
58.3%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
3 1
50.0%
Space Separator
ValueCountFrequency (%)
65
100.0%
Other Punctuation
ValueCountFrequency (%)
· 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 424
85.8%
Common 70
 
14.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 32
 
7.5%
업 29
 
6.8%
건 24
 
5.7%
립 23
 
5.4%
공 15
 
3.5%
지 13
 
3.1%
원 11
 
2.6%
시 10
 
2.4%
센 10
 
2.4%
터 10
 
2.4%
Other values (131) 247
58.3%
Common
ValueCountFrequency (%)
65
92.9%
2 1
 
1.4%
· 1
 
1.4%
3 1
 
1.4%
) 1
 
1.4%
( 1
 
1.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 424
85.8%
ASCII 69
 
14.0%
None 1
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
65
94.2%
2 1
 
1.4%
3 1
 
1.4%
) 1
 
1.4%
( 1
 
1.4%
Hangul
ValueCountFrequency (%)
사 32
 
7.5%
업 29
 
6.8%
건 24
 
5.7%
립 23
 
5.4%
공 15
 
3.5%
지 13
 
3.1%
원 11
 
2.6%
시 10
 
2.4%
센 10
 
2.4%
터 10
 
2.4%
Other values (131) 247
58.3%
None
ValueCountFrequency (%)
· 1
100.0%

위치
Text

UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size368.0 B
2024-03-15T00:26:02.508193image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length39
Median length28
Mean length25.666667
Min length16

Characters and Unicode

Total characters770
Distinct characters121
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique30 ?
Unique (%)100.0%

Sample

1st row광주광역시 북구 충효동 877번지 일원(광주 생태문화마을 內)
2nd row광주광역시 북구 중흥동 611-15번지 일원(광주역 구내)
3rd row서구 치평동 1156외1(김대중컨벤션센터 제1주차장 부지)
4th row광주광역시 광산구 신창동 10-58 외 6필지
5th row광주광역시 광산구 삼거동 603-1
ValueCountFrequency (%)
광주광역시 22
 
14.4%
북구 16
 
10.5%
광산구 8
 
5.2%
내 5
 
3.3%
內 4
 
2.6%
남구 4
 
2.6%
일원 4
 
2.6%
서구 3
 
2.0%
일원(광주 2
 
1.3%
부지 2
 
1.3%
Other values (75) 83
54.2%
2024-03-15T00:26:04.218766image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
123
 
16.0%
광 57
 
7.4%
구 33
 
4.3%
1 28
 
3.6%
주 27
 
3.5%
역 26
 
3.4%
시 24
 
3.1%
동 23
 
3.0%
지 21
 
2.7%
북 17
 
2.2%
Other values (111) 391
50.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 461
59.9%
Decimal Number 126
 
16.4%
Space Separator 123
 
16.0%
Close Punctuation 17
 
2.2%
Open Punctuation 17
 
2.2%
Dash Punctuation 15
 
1.9%
Other Punctuation 9
 
1.2%
Math Symbol 1
 
0.1%
Uppercase Letter 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
광 57
 
12.4%
구 33
 
7.2%
주 27
 
5.9%
역 26
 
5.6%
시 24
 
5.2%
동 23
 
5.0%
지 21
 
4.6%
북 17
 
3.7%
산 16
 
3.5%
번 15
 
3.3%
Other values (91) 202
43.8%
Decimal Number
ValueCountFrequency (%)
1 28
22.2%
6 16
12.7%
7 14
11.1%
2 13
10.3%
0 12
9.5%
3 12
9.5%
5 9
 
7.1%
8 9
 
7.1%
9 7
 
5.6%
4 6
 
4.8%
Other Punctuation
ValueCountFrequency (%)
. 4
44.4%
, 2
22.2%
' 2
22.2%
/ 1
 
11.1%
Space Separator
ValueCountFrequency (%)
123
100.0%
Close Punctuation
ValueCountFrequency (%)
) 17
100.0%
Open Punctuation
ValueCountFrequency (%)
( 17
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 15
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%
Uppercase Letter
ValueCountFrequency (%)
A 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 456
59.2%
Common 308
40.0%
Han 5
 
0.6%
Latin 1
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
광 57
 
12.5%
구 33
 
7.2%
주 27
 
5.9%
역 26
 
5.7%
시 24
 
5.3%
동 23
 
5.0%
지 21
 
4.6%
북 17
 
3.7%
산 16
 
3.5%
번 15
 
3.3%
Other values (89) 197
43.2%
Common
ValueCountFrequency (%)
123
39.9%
1 28
 
9.1%
) 17
 
5.5%
( 17
 
5.5%
6 16
 
5.2%
- 15
 
4.9%
7 14
 
4.5%
2 13
 
4.2%
0 12
 
3.9%
3 12
 
3.9%
Other values (9) 41
 
13.3%
Han
ValueCountFrequency (%)
內 4
80.0%
舊 1
 
20.0%
Latin
ValueCountFrequency (%)
A 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 456
59.2%
ASCII 309
40.1%
CJK 5
 
0.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
123
39.8%
1 28
 
9.1%
) 17
 
5.5%
( 17
 
5.5%
6 16
 
5.2%
- 15
 
4.9%
7 14
 
4.5%
2 13
 
4.2%
0 12
 
3.9%
3 12
 
3.9%
Other values (10) 42
 
13.6%
Hangul
ValueCountFrequency (%)
광 57
 
12.5%
구 33
 
7.2%
주 27
 
5.9%
역 26
 
5.7%
시 24
 
5.3%
동 23
 
5.0%
지 21
 
4.6%
북 17
 
3.7%
산 16
 
3.5%
번 15
 
3.3%
Other values (89) 197
43.2%
CJK
ValueCountFrequency (%)
內 4
80.0%
舊 1
 
20.0%

사업개요
Text

UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size368.0 B
2024-03-15T00:26:05.146822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length47
Median length32.5
Mean length28.066667
Min length12

Characters and Unicode

Total characters842
Distinct characters53
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique30 ?
Unique (%)100.0%

Sample

1st row부지 6800㎡, 연면적 6169㎡ (지하1층~지상1층)
2nd row부지 5503.5㎡, 연면적 8949.58㎡(지상5층)
3rd row부지 18,932㎡, 연면적 46,000㎡(지하2~지상4층)
4th row부지 8312㎡, 연면적 7830.28㎡
5th row부지 17973㎡, 연면적 11584.94㎡(지하1층~지상4층/ 2동)
ValueCountFrequency (%)
연면적 27
22.7%
부지 16
 
13.4%
1동 8
 
6.7%
8,466㎡ 2
 
1.7%
개보수 2
 
1.7%
13858.07㎡(지하1층~지상7층 1
 
0.8%
840.3㎡ 1
 
0.8%
1동(3층 1
 
0.8%
건축물 1
 
0.8%
1165㎡(지상6층 1
 
0.8%
Other values (59) 59
49.6%
2024-03-15T00:26:06.070652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
92
 
10.9%
1 55
 
6.5%
지 53
 
6.3%
㎡ 51
 
6.1%
, 42
 
5.0%
2 36
 
4.3%
층 35
 
4.2%
0 30
 
3.6%
적 28
 
3.3%
7 28
 
3.3%
Other values (43) 392
46.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 285
33.8%
Other Letter 275
32.7%
Space Separator 92
 
10.9%
Other Punctuation 72
 
8.6%
Other Symbol 51
 
6.1%
Close Punctuation 27
 
3.2%
Open Punctuation 27
 
3.2%
Math Symbol 13
 
1.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 53
19.3%
층 35
12.7%
적 28
10.2%
면 28
10.2%
연 27
9.8%
상 22
8.0%
부 17
 
6.2%
동 14
 
5.1%
하 13
 
4.7%
장 4
 
1.5%
Other values (25) 34
12.4%
Decimal Number
ValueCountFrequency (%)
1 55
19.3%
2 36
12.6%
0 30
10.5%
7 28
9.8%
5 25
8.8%
6 24
8.4%
3 22
 
7.7%
4 22
 
7.7%
9 22
 
7.7%
8 21
 
7.4%
Other Punctuation
ValueCountFrequency (%)
, 42
58.3%
. 20
27.8%
/ 10
 
13.9%
Space Separator
ValueCountFrequency (%)
92
100.0%
Other Symbol
ValueCountFrequency (%)
㎡ 51
100.0%
Close Punctuation
ValueCountFrequency (%)
) 27
100.0%
Open Punctuation
ValueCountFrequency (%)
( 27
100.0%
Math Symbol
ValueCountFrequency (%)
~ 13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 567
67.3%
Hangul 275
32.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 53
19.3%
층 35
12.7%
적 28
10.2%
면 28
10.2%
연 27
9.8%
상 22
8.0%
부 17
 
6.2%
동 14
 
5.1%
하 13
 
4.7%
장 4
 
1.5%
Other values (25) 34
12.4%
Common
ValueCountFrequency (%)
92
16.2%
1 55
 
9.7%
㎡ 51
 
9.0%
, 42
 
7.4%
2 36
 
6.3%
0 30
 
5.3%
7 28
 
4.9%
) 27
 
4.8%
( 27
 
4.8%
5 25
 
4.4%
Other values (8) 154
27.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 516
61.3%
Hangul 275
32.7%
CJK Compat 51
 
6.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
92
17.8%
1 55
10.7%
, 42
 
8.1%
2 36
 
7.0%
0 30
 
5.8%
7 28
 
5.4%
) 27
 
5.2%
( 27
 
5.2%
5 25
 
4.8%
6 24
 
4.7%
Other values (7) 130
25.2%
Hangul
ValueCountFrequency (%)
지 53
19.3%
층 35
12.7%
적 28
10.2%
면 28
10.2%
연 27
9.8%
상 22
8.0%
부 17
 
6.2%
동 14
 
5.1%
하 13
 
4.7%
장 4
 
1.5%
Other values (25) 34
12.4%
CJK Compat
ValueCountFrequency (%)
㎡ 51
100.0%

사업기간(시작연월일)
Date

Distinct25
Distinct (%)83.3%
Missing0
Missing (%)0.0%
Memory size368.0 B
Minimum2019-05-01 00:00:00
Maximum2023-10-01 00:00:00
2024-03-15T00:26:06.279550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T00:26:06.695718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)

사업기간(종료연월일)
Date

Distinct17
Distinct (%)56.7%
Missing0
Missing (%)0.0%
Memory size368.0 B
Minimum2024-01-18 00:00:00
Maximum2026-12-31 00:00:00
2024-03-15T00:26:06.988449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T00:26:07.202862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)

총사업비(백만원)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21785.267
Minimum170
Maximum146100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size398.0 B
2024-03-15T00:26:07.551645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum170
5-th percentile804.95
Q13871.5
median10103.5
Q334425
95-th percentile48664.65
Maximum146100
Range145930
Interquartile range (IQR)30553.5

Descriptive statistics

Standard deviation28459.797
Coefficient of variation (CV)1.3063782
Kurtosis12.313052
Mean21785.267
Median Absolute Deviation (MAD)9298
Skewness3.0312864
Sum653558
Variance8.0996004 × 108
MonotonicityNot monotonic
2024-03-15T00:26:07.963337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
32700 1
 
3.3%
29180 1
 
3.3%
3500 1
 
3.3%
5000 1
 
3.3%
170 1
 
3.3%
2223 1
 
3.3%
3900 1
 
3.3%
811 1
 
3.3%
3420 1
 
3.3%
4407 1
 
3.3%
Other values (20) 20
66.7%
ValueCountFrequency (%)
170 1
3.3%
800 1
3.3%
811 1
3.3%
2223 1
3.3%
2676 1
3.3%
3420 1
3.3%
3500 1
3.3%
3862 1
3.3%
3900 1
3.3%
4407 1
3.3%
ValueCountFrequency (%)
146100 1
3.3%
51663 1
3.3%
45000 1
3.3%
40781 1
3.3%
39968 1
3.3%
36757 1
3.3%
36400 1
3.3%
35000 1
3.3%
32700 1
3.3%
29602 1
3.3%

담당자전화번호
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)46.7%
Missing0
Missing (%)0.0%
Memory size368.0 B
062-613-6731
3 
062-613-6735
3 
062-613-6733
3 
062-613-6724
3 
062-613-6717
2 
Other values (9)
16 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique2 ?
Unique (%)6.7%

Sample

1st row062-613-6731
2nd row062-613-6731
3rd row062-613-6731
4th row062-613-6735
5th row062-613-6735

Common Values

ValueCountFrequency (%)
062-613-6731 3
10.0%
062-613-6735 3
10.0%
062-613-6733 3
10.0%
062-613-6724 3
10.0%
062-613-6717 2
 
6.7%
062-613-6726 2
 
6.7%
062-613-6718 2
 
6.7%
062-613-6715 2
 
6.7%
062-613-6737 2
 
6.7%
062-613-6725 2
 
6.7%
Other values (4) 6
20.0%

Length

2024-03-15T00:26:08.389909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
062-613-6731 3
10.0%
062-613-6735 3
10.0%
062-613-6733 3
10.0%
062-613-6724 3
10.0%
062-613-6717 2
 
6.7%
062-613-6726 2
 
6.7%
062-613-6718 2
 
6.7%
062-613-6715 2
 
6.7%
062-613-6737 2
 
6.7%
062-613-6725 2
 
6.7%
Other values (4) 6
20.0%

데이터기준일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing30
Missing (%)100.0%
Memory size398.0 B

담당자
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)46.7%
Missing0
Missing (%)0.0%
Memory size368.0 B
신유상
3 
양동석
3 
이미진
3 
손주안
3 
김현대
3 
Other values (9)
15 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique3 ?
Unique (%)10.0%

Sample

1st row신유상
2nd row신유상
3rd row신유상
4th row양동석
5th row양동석

Common Values

ValueCountFrequency (%)
신유상 3
10.0%
양동석 3
10.0%
이미진 3
10.0%
손주안 3
10.0%
김현대 3
10.0%
권다래 2
 
6.7%
최준형 2
 
6.7%
강옥곤 2
 
6.7%
문형호 2
 
6.7%
이도윤 2
 
6.7%
Other values (4) 5
16.7%

Length

2024-03-15T00:26:08.762444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
신유상 3
10.0%
양동석 3
10.0%
이미진 3
10.0%
손주안 3
10.0%
김현대 3
10.0%
권다래 2
 
6.7%
최준형 2
 
6.7%
강옥곤 2
 
6.7%
문형호 2
 
6.7%
이도윤 2
 
6.7%
Other values (4) 5
16.7%

Interactions

2024-03-15T00:25:56.909881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T00:25:56.411251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T00:25:57.164493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T00:25:56.655188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-15T00:26:08.998317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번사업명위치사업개요사업기간(시작연월일)사업기간(종료연월일)총사업비(백만원)담당자전화번호담당자
연번1.0001.0001.0001.0000.6230.0000.3400.9530.961
사업명1.0001.0001.0001.0001.0001.0001.0001.0001.000
위치1.0001.0001.0001.0001.0001.0001.0001.0001.000
사업개요1.0001.0001.0001.0001.0001.0001.0001.0001.000
사업기간(시작연월일)0.6231.0001.0001.0001.0000.8140.0000.8380.860
사업기간(종료연월일)0.0001.0001.0001.0000.8141.0000.4420.4220.553
총사업비(백만원)0.3401.0001.0001.0000.0000.4421.0000.0000.000
담당자전화번호0.9531.0001.0001.0000.8380.4220.0001.0001.000
담당자0.9611.0001.0001.0000.8600.5530.0001.0001.000
2024-03-15T00:26:09.257308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
담당자담당자전화번호
담당자1.0000.952
담당자전화번호0.9521.000
2024-03-15T00:26:09.398578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번총사업비(백만원)담당자전화번호담당자
연번1.000-0.6410.7170.741
총사업비(백만원)-0.6411.0000.0000.000
담당자전화번호0.7170.0001.0000.952
담당자0.7410.0000.9521.000

Missing values

2024-03-15T00:25:57.529899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T00:25:58.014894image/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

연번사업명위치사업개요사업기간(시작연월일)사업기간(종료연월일)총사업비(백만원)담당자전화번호데이터기준일자담당자
01유네스코 세계지질공원 동아시아 플랫폼 건립광주광역시 북구 충효동 877번지 일원(광주 생태문화마을 內)부지 6800㎡, 연면적 6169㎡ (지하1층~지상1층)2021-01-012026-12-3132700062-613-6731<NA>신유상
12빛고을 창업 스테이션 건립사업광주광역시 북구 중흥동 611-15번지 일원(광주역 구내)부지 5503.5㎡, 연면적 8949.58㎡(지상5층)2019-05-012024-06-2935000062-613-6731<NA>신유상
23김대중컨벤션센터 제2전시장 건립사업서구 치평동 1156외1(김대중컨벤션센터 제1주차장 부지)부지 18,932㎡, 연면적 46,000㎡(지하2~지상4층)2020-01-012025-12-31146100062-613-6731<NA>신유상
34장애인회관 건립공사광주광역시 광산구 신창동 10-58 외 6필지부지 8312㎡, 연면적 7830.28㎡2021-02-152026-12-3129602062-613-6735<NA>양동석
45장애인수련시설 건립사업광주광역시 광산구 삼거동 603-1부지 17973㎡, 연면적 11584.94㎡(지하1층~지상4층/ 2동)2020-06-232025-12-3140781062-613-6735<NA>양동석
56창업기업성장지원센터 건립사업광주광역시 북구 일곡동 758번지(본촌산단 내 舊 로케트전기부지)부지 6328.21㎡, 연면적 14416.92㎡2020-12-182025-12-3145000062-613-6735<NA>양동석
67에너지융복합단지 종합지원센터 건립공사광주광역시 남구 도시첨단산업단지A-7(구 남구 압촌동 228번지 일원)부지 6000㎡, 연면적 5222.9㎡(지하1층~지상4층/ 1동)2020-10-152024-01-1822650062-613-6717<NA>박재진
78서부권 노인복합시설 건립사업광주광역시 광산구 비아동 산 60번지 일원부지 22,173㎡, 연면적 6,925㎡(지하1~지상3층/2동)2021-02-192025-12-3136757062-613-6733<NA>이미진
89원효사상가 이주단지 힐링촌(숙박) 건립사업광주광역시 북구 충효동 756번지 일원(광주 생태문화마을 內)부지 8,466㎡, 연면적 835.76㎡2022-08-042025-12-316734062-613-6733<NA>이미진
910영락공원 제3봉안당 등 건립사업북구 효령동 100-2번지 일원연면적 화장장 1,800.24㎡(지상2층), 봉안당 6,000㎡(지1~지상3층)2023-03-072026-06-3021000062-613-6733<NA>이미진
연번사업명위치사업개요사업기간(시작연월일)사업기간(종료연월일)총사업비(백만원)담당자전화번호데이터기준일자담당자
2021사직공원 상설공연장 조성사업광주광역시 남구 양림동 108-10번지부지 4742㎡, 연면적 3749㎡2020-01-012025-02-2819000062-613-6737<NA>강옥곤
2122노사동반 성장지원센터 건립공사광주광역시 광산구 삼거동 466번지(빛그린산단 내)연면적 13858.07㎡(지하1층~지상7층/ 1동)2019-10-012024-04-3039968062-613-6724<NA>김현대
2223극락강역 폐사일로 문화재생사업광주광역시 광산구 신가동 212-2번지(극락강역 부지 내)부지 2679㎡, 연면적 1165㎡(지상6층)2020-01-012025-12-314407062-613-6724<NA>김현대
2324농식품가공 창업보육센터 건립사업광산구 평등로 800번길 52건축물 1동(3층), 연면적 840.3㎡2023-06-012024-12-313420062-613-6724<NA>김현대
2425아시아예술정원 조성사업 건축공사북구 운암동 산32-3번지 일원(중외근린공원 內)매점 신축(102㎡, 1층), 화장실(92㎡) 개보수2023-10-012024-03-31811062-613-6725<NA>문형호
2526아시아 디지털아카이빙 플랫폼광주광역시 서구 상무대로 1165부지 16075㎡, 연면적 756㎡(지상2층/ 1동)2020-12-012024-05-273900062-613-6725<NA>문형호
2627상생형 공동직장어린이집 증축사업광주광역시 북구 서하로 290, 북부소방서 內연면적 590㎡(지상3층/ 1동)2020-01-012024-08-302223062-613-6722<NA>이도윤
2728임동 근로자 종합복지관 옥상 증축사업북구 서림로 94-7(임동)/ '23. 6. ~ '24. 3.1,728.74㎡(지하1층, 지상3층)2023-06-012024-04-02170062-613-6722<NA>이도윤
2829어린이교통공원 시설개선사업광주광역시 북구 임방울대로 877별동증축(535.2㎡), 기존건물(1687㎡) 개보수 및 자전거체험장(1900㎡) 등2021-12-032024-02-285000062-613-6727<NA>박소향
2930첨단체육공원 다목적체육관 건립사업북구 임방울대로 877(첨단체육공원 내)부지면적 1,245㎡, 연면적 977.9㎡(지상1층)2023-01-092025-12-313500062-613-6727<NA>박소향