Overview

Dataset statistics

Number of variables6
Number of observations25
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.3 KiB
Average record size in memory55.3 B

Variable types

Categorical2
Text3
Numeric1

Dataset

Description대전광역시 서구에서 수행 중인 도시재생뉴딜 사업 현황 관련된 정보(연도, 행정동, 사업명, 사업내용, 사업비, 추진현황)를 공개합니다.
Author대전광역시 서구
URLhttps://www.data.go.kr/data/15116073/fileData.do

Alerts

행정동 is highly overall correlated with 연도High correlation
연도 is highly overall correlated with 행정동High correlation

Reproduction

Analysis started2023-12-12 07:24:55.645338
Analysis finished2023-12-12 07:24:56.237624
Duration0.59 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2020
2018
2019

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2018
2nd row2018
3rd row2018
4th row2018
5th row2018

Common Values

ValueCountFrequency (%)
2020 9
36.0%
2018 8
32.0%
2019 8
32.0%

Length

2023-12-12T16:24:56.322827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:24:56.438818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 9
36.0%
2018 8
32.0%
2019 8
32.0%

행정동
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
정림동
도마2동
도마1동

Length

Max length4
Median length4
Mean length3.64
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row도마2동
2nd row도마2동
3rd row도마2동
4th row도마2동
5th row도마2동

Common Values

ValueCountFrequency (%)
정림동 9
36.0%
도마2동 8
32.0%
도마1동 8
32.0%

Length

2023-12-12T16:24:56.579505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:24:56.683536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정림동 9
36.0%
도마2동 8
32.0%
도마1동 8
32.0%
Distinct18
Distinct (%)72.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-12T16:24:56.927053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length13
Mean length9.64
Min length6

Characters and Unicode

Total characters241
Distinct characters105
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique14 ?
Unique (%)56.0%

Sample

1st row어울림 플랫폼
2nd row커뮤니티마당(공원 및 주차장)
3rd row집수리 사업
4th row마을안길 조성
5th row작은도서관 조성(대전시 셉테드사업 연계)
ValueCountFrequency (%)
조성 5
 
8.8%
운영 3
 
5.3%
플랫폼 3
 
5.3%
주민역량강화 3
 
5.3%
어울림 3
 
5.3%
센터 3
 
5.3%
현장지원 3
 
5.3%
사업 2
 
3.5%
주차장 2
 
3.5%
마을 2
 
3.5%
Other values (27) 28
49.1%
2023-12-12T16:24:57.323221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
32
 
13.3%
8
 
3.3%
7
 
2.9%
6
 
2.5%
6
 
2.5%
6
 
2.5%
5
 
2.1%
4
 
1.7%
4
 
1.7%
4
 
1.7%
Other values (95) 159
66.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 200
83.0%
Space Separator 32
 
13.3%
Uppercase Letter 3
 
1.2%
Close Punctuation 2
 
0.8%
Math Symbol 2
 
0.8%
Open Punctuation 2
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
8
 
4.0%
7
 
3.5%
6
 
3.0%
6
 
3.0%
6
 
3.0%
5
 
2.5%
4
 
2.0%
4
 
2.0%
4
 
2.0%
4
 
2.0%
Other values (88) 146
73.0%
Uppercase Letter
ValueCountFrequency (%)
S 1
33.3%
O 1
33.3%
C 1
33.3%
Space Separator
ValueCountFrequency (%)
32
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Math Symbol
ValueCountFrequency (%)
+ 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 200
83.0%
Common 38
 
15.8%
Latin 3
 
1.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
8
 
4.0%
7
 
3.5%
6
 
3.0%
6
 
3.0%
6
 
3.0%
5
 
2.5%
4
 
2.0%
4
 
2.0%
4
 
2.0%
4
 
2.0%
Other values (88) 146
73.0%
Common
ValueCountFrequency (%)
32
84.2%
) 2
 
5.3%
+ 2
 
5.3%
( 2
 
5.3%
Latin
ValueCountFrequency (%)
S 1
33.3%
O 1
33.3%
C 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 200
83.0%
ASCII 41
 
17.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
32
78.0%
) 2
 
4.9%
+ 2
 
4.9%
( 2
 
4.9%
S 1
 
2.4%
O 1
 
2.4%
C 1
 
2.4%
Hangul
ValueCountFrequency (%)
8
 
4.0%
7
 
3.5%
6
 
3.0%
6
 
3.0%
6
 
3.0%
5
 
2.5%
4
 
2.0%
4
 
2.0%
4
 
2.0%
4
 
2.0%
Other values (88) 146
73.0%
Distinct23
Distinct (%)92.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-12T16:24:57.561393image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length41
Median length35
Mean length22.48
Min length10

Characters and Unicode

Total characters562
Distinct characters142
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)88.0%

Sample

1st row지하1층~지상3층, 연면적 987제곱미터, 건강족욕카페 등
2nd row공원조성 1,319제곱미터, 주차전용건축물A=1,146.6제곱미터(47면)
3rd row집수리 지원 120호
4th row마을안길 조성L=470m, 마을스토리 디자인
5th row지상2층, 연면적 645.9제곱미터
ValueCountFrequency (%)
11
 
10.9%
연면적 8
 
7.9%
지원 5
 
5.0%
4
 
4.0%
뉴딜사업 3
 
3.0%
제작 3
 
3.0%
및마을소식지 3
 
3.0%
지하1층~지상3층 2
 
2.0%
도시재생대학 2
 
2.0%
331.6제곱미터 2
 
2.0%
Other values (56) 58
57.4%
2023-12-12T16:24:57.916424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
77
 
13.7%
, 26
 
4.6%
24
 
4.3%
16
 
2.8%
3 15
 
2.7%
14
 
2.5%
1 14
 
2.5%
13
 
2.3%
12
 
2.1%
12
 
2.1%
Other values (132) 339
60.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 358
63.7%
Space Separator 77
 
13.7%
Decimal Number 77
 
13.7%
Other Punctuation 37
 
6.6%
Math Symbol 6
 
1.1%
Close Punctuation 2
 
0.4%
Open Punctuation 2
 
0.4%
Uppercase Letter 2
 
0.4%
Lowercase Letter 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
24
 
6.7%
16
 
4.5%
14
 
3.9%
13
 
3.6%
12
 
3.4%
12
 
3.4%
12
 
3.4%
11
 
3.1%
11
 
3.1%
9
 
2.5%
Other values (111) 224
62.6%
Decimal Number
ValueCountFrequency (%)
3 15
19.5%
1 14
18.2%
4 9
11.7%
2 8
10.4%
5 7
9.1%
6 7
9.1%
7 6
 
7.8%
9 4
 
5.2%
0 4
 
5.2%
8 3
 
3.9%
Other Punctuation
ValueCountFrequency (%)
, 26
70.3%
. 9
 
24.3%
· 2
 
5.4%
Math Symbol
ValueCountFrequency (%)
~ 4
66.7%
= 2
33.3%
Uppercase Letter
ValueCountFrequency (%)
L 1
50.0%
A 1
50.0%
Space Separator
ValueCountFrequency (%)
77
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Lowercase Letter
ValueCountFrequency (%)
m 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 358
63.7%
Common 201
35.8%
Latin 3
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
24
 
6.7%
16
 
4.5%
14
 
3.9%
13
 
3.6%
12
 
3.4%
12
 
3.4%
12
 
3.4%
11
 
3.1%
11
 
3.1%
9
 
2.5%
Other values (111) 224
62.6%
Common
ValueCountFrequency (%)
77
38.3%
, 26
 
12.9%
3 15
 
7.5%
1 14
 
7.0%
. 9
 
4.5%
4 9
 
4.5%
2 8
 
4.0%
5 7
 
3.5%
6 7
 
3.5%
7 6
 
3.0%
Other values (8) 23
 
11.4%
Latin
ValueCountFrequency (%)
m 1
33.3%
L 1
33.3%
A 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 358
63.7%
ASCII 202
35.9%
None 2
 
0.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
77
38.1%
, 26
 
12.9%
3 15
 
7.4%
1 14
 
6.9%
. 9
 
4.5%
4 9
 
4.5%
2 8
 
4.0%
5 7
 
3.5%
6 7
 
3.5%
7 6
 
3.0%
Other values (10) 24
 
11.9%
Hangul
ValueCountFrequency (%)
24
 
6.7%
16
 
4.5%
14
 
3.9%
13
 
3.6%
12
 
3.4%
12
 
3.4%
12
 
3.4%
11
 
3.1%
11
 
3.1%
9
 
2.5%
Other values (111) 224
62.6%
None
ValueCountFrequency (%)
· 2
100.0%

사업비(억원)
Real number (ℝ)

Distinct23
Distinct (%)92.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.664
Minimum1
Maximum194.3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2023-12-12T16:24:58.063421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.2
Q16.8
median10
Q320.9
95-th percentile93.08
Maximum194.3
Range193.3
Interquartile range (IQR)14.1

Descriptive statistics

Standard deviation42.640394
Coefficient of variation (CV)1.5991747
Kurtosis9.9453939
Mean26.664
Median Absolute Deviation (MAD)6.4
Skewness2.9782638
Sum666.6
Variance1818.2032
MonotonicityNot monotonic
2023-12-12T16:24:58.194372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
12.0 3
 
12.0%
32.8 1
 
4.0%
6.1 1
 
4.0%
8.8 1
 
4.0%
9.5 1
 
4.0%
3.0 1
 
4.0%
2.0 1
 
4.0%
10.8 1
 
4.0%
19.6 1
 
4.0%
10.0 1
 
4.0%
Other values (13) 13
52.0%
ValueCountFrequency (%)
1.0 1
4.0%
2.0 1
4.0%
3.0 1
4.0%
3.5 1
4.0%
3.6 1
4.0%
6.1 1
4.0%
6.8 1
4.0%
7.6 1
4.0%
8.0 1
4.0%
8.2 1
4.0%
ValueCountFrequency (%)
194.3 1
 
4.0%
96.6 1
 
4.0%
79.0 1
 
4.0%
59.5 1
 
4.0%
39.0 1
 
4.0%
32.8 1
 
4.0%
20.9 1
 
4.0%
19.6 1
 
4.0%
12.0 3
12.0%
10.8 1
 
4.0%
Distinct19
Distinct (%)76.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-12T16:24:58.434020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length70
Median length48
Mean length28.4
Min length9

Characters and Unicode

Total characters710
Distinct characters110
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

Unique16 ?
Unique (%)64.0%

Sample

1st row설계완료(‘21.12.), 착공(’22.01.), 준공(‘22.12.)
2nd row설계완료(‘21.12.),착공(공원 21.12./ 주차장 22.01.),준공(공원 23.04./ 주차장 22.11.)
3rd row‘20년: 23호 완료, ’21년: 38호 완료, ‘22~23년: 33호 예정
4th row설계착수(‘21.11.), 착공(’22.12.), 준공(‘23.05.)
5th row토지보상완료(‘19), 착공(’20.02.), 준공(‘20.11.), 이관(’20.12.), 현장지원센터 사용(‘21.03.)
ValueCountFrequency (%)
추진예정 4
 
4.0%
구축 4
 
4.0%
대체사업 3
 
3.0%
프로그램 3
 
3.0%
3
 
3.0%
운영 3
 
3.0%
완료 3
 
3.0%
연차별·맞춤형 3
 
3.0%
및중간지원조직 3
 
3.0%
현장거점 3
 
3.0%
Other values (63) 67
67.7%
2023-12-12T16:24:58.922216image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
74
 
10.4%
2 61
 
8.6%
. 57
 
8.0%
) 32
 
4.5%
( 32
 
4.5%
1 32
 
4.5%
23
 
3.2%
, 23
 
3.2%
0 22
 
3.1%
21
 
3.0%
Other values (100) 333
46.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 295
41.5%
Decimal Number 145
20.4%
Other Punctuation 90
 
12.7%
Space Separator 74
 
10.4%
Close Punctuation 32
 
4.5%
Open Punctuation 32
 
4.5%
Initial Punctuation 23
 
3.2%
Final Punctuation 13
 
1.8%
Uppercase Letter 4
 
0.6%
Math Symbol 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
21
 
7.1%
10
 
3.4%
10
 
3.4%
10
 
3.4%
9
 
3.1%
9
 
3.1%
9
 
3.1%
9
 
3.1%
8
 
2.7%
7
 
2.4%
Other values (76) 193
65.4%
Decimal Number
ValueCountFrequency (%)
2 61
42.1%
1 32
22.1%
0 22
 
15.2%
3 14
 
9.7%
4 7
 
4.8%
9 3
 
2.1%
8 2
 
1.4%
7 2
 
1.4%
5 1
 
0.7%
6 1
 
0.7%
Other Punctuation
ValueCountFrequency (%)
. 57
63.3%
, 23
25.6%
: 5
 
5.6%
· 3
 
3.3%
/ 2
 
2.2%
Uppercase Letter
ValueCountFrequency (%)
C 2
50.0%
V 1
25.0%
T 1
25.0%
Space Separator
ValueCountFrequency (%)
74
100.0%
Close Punctuation
ValueCountFrequency (%)
) 32
100.0%
Open Punctuation
ValueCountFrequency (%)
( 32
100.0%
Initial Punctuation
ValueCountFrequency (%)
23
100.0%
Final Punctuation
ValueCountFrequency (%)
13
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 411
57.9%
Hangul 295
41.5%
Latin 4
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
21
 
7.1%
10
 
3.4%
10
 
3.4%
10
 
3.4%
9
 
3.1%
9
 
3.1%
9
 
3.1%
9
 
3.1%
8
 
2.7%
7
 
2.4%
Other values (76) 193
65.4%
Common
ValueCountFrequency (%)
74
18.0%
2 61
14.8%
. 57
13.9%
) 32
7.8%
( 32
7.8%
1 32
7.8%
23
 
5.6%
, 23
 
5.6%
0 22
 
5.4%
3 14
 
3.4%
Other values (11) 41
10.0%
Latin
ValueCountFrequency (%)
C 2
50.0%
V 1
25.0%
T 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 376
53.0%
Hangul 295
41.5%
Punctuation 36
 
5.1%
None 3
 
0.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
74
19.7%
2 61
16.2%
. 57
15.2%
) 32
8.5%
( 32
8.5%
1 32
8.5%
, 23
 
6.1%
0 22
 
5.9%
3 14
 
3.7%
4 7
 
1.9%
Other values (11) 22
 
5.9%
Punctuation
ValueCountFrequency (%)
23
63.9%
13
36.1%
Hangul
ValueCountFrequency (%)
21
 
7.1%
10
 
3.4%
10
 
3.4%
10
 
3.4%
9
 
3.1%
9
 
3.1%
9
 
3.1%
9
 
3.1%
8
 
2.7%
7
 
2.4%
Other values (76) 193
65.4%
None
ValueCountFrequency (%)
· 3
100.0%

Interactions

2023-12-12T16:24:55.985804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T16:24:59.021609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도행정동사업명사업내용(상세)사업비(억원)추진현황
연도1.0001.0000.0000.0000.0000.000
행정동1.0001.0000.0000.0000.0000.000
사업명0.0000.0001.0001.0000.0000.969
사업내용(상세)0.0000.0001.0001.0001.0001.000
사업비(억원)0.0000.0000.0001.0001.0000.883
추진현황0.0000.0000.9691.0000.8831.000
2023-12-12T16:24:59.148859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행정동연도
행정동1.0001.000
연도1.0001.000
2023-12-12T16:24:59.251010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
사업비(억원)연도행정동
사업비(억원)1.0000.0000.000
연도0.0001.0001.000
행정동0.0001.0001.000

Missing values

2023-12-12T16:24:56.093333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T16:24:56.195652image/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

연도행정동사업명사업내용(상세)사업비(억원)추진현황
02018도마2동어울림 플랫폼지하1층~지상3층, 연면적 987제곱미터, 건강족욕카페 등32.8설계완료(‘21.12.), 착공(’22.01.), 준공(‘22.12.)
12018도마2동커뮤니티마당(공원 및 주차장)공원조성 1,319제곱미터, 주차전용건축물A=1,146.6제곱미터(47면)79.0설계완료(‘21.12.),착공(공원 21.12./ 주차장 22.01.),준공(공원 23.04./ 주차장 22.11.)
22018도마2동집수리 사업집수리 지원 120호12.0‘20년: 23호 완료, ’21년: 38호 완료, ‘22~23년: 33호 예정
32018도마2동마을안길 조성마을안길 조성L=470m, 마을스토리 디자인3.6설계착수(‘21.11.), 착공(’22.12.), 준공(‘23.05.)
42018도마2동작은도서관 조성(대전시 셉테드사업 연계)지상2층, 연면적 645.9제곱미터7.6토지보상완료(‘19), 착공(’20.02.), 준공(‘20.11.), 이관(’20.12.), 현장지원센터 사용(‘21.03.)
52018도마2동공영주차장+코워킹스페이스지상3층, 연면적 2,543.4제곱미터39.0대체사업 추진예정
62018도마2동주민역량강화도시재생대학 및주민공모사업 등12.0연차별·맞춤형 프로그램 운영
72018도마2동현장지원 센터 운영뉴딜사업 지원 및마을소식지 제작6.8현장거점 및중간지원조직 구축
82019도마1동어울림 플랫폼지하1층~지상4층, 연면적 1,177.9제곱미터, 프로그램실 등59.5설계완료(‘21.12.), 착공(’22.02.), 준공(‘23.04)
92019도마1동주차장+생활SOC개발지하1층~지상3층, 연면적 6,082제곱미터96.6대체사업 추진예정
연도행정동사업명사업내용(상세)사업비(억원)추진현황
152019도마1동현장지원 센터 운영뉴딜사업 지원 및마을소식지 제작8.0현장거점 및중간지원조직 구축
162020정림동어울림 플랫폼지하2층~지상4층, 연면적 5,633.37제곱미터, 돌봄·문화·주차장 등194.3설계완료(‘22.11.), 착공(‘23.02.), 준공(’24.08.)
172020정림동상생협력상가지상4층, 연면적 331.6제곱미터, 사회적경제지원센터 임대(5실)10.0설계완료(‘21.09.), 착공(’21.10.), 준공(‘22.03.)
182020정림동생태공원 조성대지면적 331.6제곱미터, 계림어린이공원리모델링12.0사업삭제예정: ’정림동1구역 재개발사업 대상지에 포함되어 중대한변경 이후 사업삭제 예정
192020정림동정림동길 조성셉테드 및 보행자 우선도로 조성 등19.6도로정비 및 거리조성(‘24): 시 하수관로사업 완료 후 추진 가능
202020정림동마을 자원 공유체계구축마을방송, 주차장,와이파이 공유 등10.8서비스 구축 및 이용(‘24)
212020정림동주민 제안 쓰레기문제해결불법 쓰레기 모니터링 및 재활용 등2.0CCTV 설치(‘23), 수거함 설치(’24)
222020정림동수밋들 홍보사업단마을여행, 소식지,마을달력 등3.0주민공모사업, 소식지 및 달력 발간
232020정림동주민역량강화마을활동가 양성및 도시재생대학 등9.5연차별·맞춤형 프로그램 운영
242020정림동현장지원 센터 운영뉴딜사업 지원 및마을소식지 제작8.8현장거점 및중간지원조직 구축