Overview

Dataset statistics

Number of variables10
Number of observations102
Missing cells1
Missing cells (%)0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory8.3 KiB
Average record size in memory83.3 B

Variable types

Numeric2
Categorical4
Text3
DateTime1

Dataset

Description대구광역시 달서구 내 공공시설물 내진성능현황에 대한 내용 및 정보가 담겨있음. (좌표, 시설물구분, 시설물명, 시설물종류, 내진성능, 주소)
URLhttps://www.data.go.kr/data/15060429/fileData.do

Alerts

담당부서 has constant value ""Constant
기준일자 has constant value ""Constant
시설물종류 is highly overall correlated with 내진성능High correlation
내진성능 is highly overall correlated with 시설물종류High correlation
시설물구분 is highly imbalanced (92.1%)Imbalance

Reproduction

Analysis started2023-12-12 12:50:46.603489
Analysis finished2023-12-12 12:50:47.788028
Duration1.18 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

위도
Real number (ℝ)

Distinct98
Distinct (%)96.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.837804
Minimum35.796129
Maximum35.861754
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-12T21:50:47.876383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.796129
5-th percentile35.808622
Q135.822682
median35.840803
Q335.85577
95-th percentile35.859572
Maximum35.861754
Range0.06562539
Interquartile range (IQR)0.033087845

Descriptive statistics

Standard deviation0.018195169
Coefficient of variation (CV)0.00050770881
Kurtosis-1.143432
Mean35.837804
Median Absolute Deviation (MAD)0.0150328
Skewness-0.41747166
Sum3655.456
Variance0.00033106417
MonotonicityNot monotonic
2023-12-12T21:50:48.042696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
35.80868638 2
 
2.0%
35.82991428 2
 
2.0%
35.84342427 2
 
2.0%
35.83328112 2
 
2.0%
35.80680333 1
 
1.0%
35.85125959 1
 
1.0%
35.83004237 1
 
1.0%
35.81142536 1
 
1.0%
35.85739126 1
 
1.0%
35.8384107 1
 
1.0%
Other values (88) 88
86.3%
ValueCountFrequency (%)
35.7961287 1
1.0%
35.80680333 1
1.0%
35.80724093 1
1.0%
35.80748297 1
1.0%
35.80789636 1
1.0%
35.80861844 1
1.0%
35.80868638 2
2.0%
35.80884142 1
1.0%
35.80947139 1
1.0%
35.80973803 1
1.0%
ValueCountFrequency (%)
35.86175409 1
1.0%
35.86156442 1
1.0%
35.8614499 1
1.0%
35.86111393 1
1.0%
35.85965126 1
1.0%
35.85957392 1
1.0%
35.85952931 1
1.0%
35.85908967 1
1.0%
35.85896631 1
1.0%
35.85843068 1
1.0%

경도
Real number (ℝ)

Distinct98
Distinct (%)96.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.53368
Minimum128.47796
Maximum128.57304
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-12T21:50:48.244372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum128.47796
5-th percentile128.49657
Q1128.52113
median128.5375
Q3128.55017
95-th percentile128.56713
Maximum128.57304
Range0.0950758
Interquartile range (IQR)0.0290398

Descriptive statistics

Standard deviation0.021574485
Coefficient of variation (CV)0.00016785083
Kurtosis-0.39212989
Mean128.53368
Median Absolute Deviation (MAD)0.0146827
Skewness-0.45876881
Sum13110.436
Variance0.00046545839
MonotonicityNot monotonic
2023-12-12T21:50:48.430077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
128.5550282 2
 
2.0%
128.5328409 2
 
2.0%
128.5228246 2
 
2.0%
128.5418069 2
 
2.0%
128.5390595 1
 
1.0%
128.4835295 1
 
1.0%
128.528337 1
 
1.0%
128.5313892 1
 
1.0%
128.5378968 1
 
1.0%
128.5170909 1
 
1.0%
Other values (88) 88
86.3%
ValueCountFrequency (%)
128.4779634 1
1.0%
128.4835295 1
1.0%
128.4871847 1
1.0%
128.4938615 1
1.0%
128.4943 1
1.0%
128.4965283 1
1.0%
128.4973989 1
1.0%
128.4979408 1
1.0%
128.4988339 1
1.0%
128.4997002 1
1.0%
ValueCountFrequency (%)
128.5730392 1
1.0%
128.5712722 1
1.0%
128.5696119 1
1.0%
128.5694405 1
1.0%
128.5672757 1
1.0%
128.5672733 1
1.0%
128.5644815 1
1.0%
128.5603702 1
1.0%
128.5596211 1
1.0%
128.5582315 1
1.0%

시설물구분
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
일반건축물
101 
도로시설물
 
1

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
일반건축물 101
99.0%
도로시설물 1
 
1.0%

Length

2023-12-12T21:50:48.594792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:50:48.712632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반건축물 101
99.0%
도로시설물 1
 
1.0%

시설물명
Text

Distinct101
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
2023-12-12T21:50:48.966094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length13
Mean length7.6372549
Min length4

Characters and Unicode

Total characters779
Distinct characters131
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique100 ?
Unique (%)98.0%

Sample

1st row달서어린이도서관
2nd row본리도서관
3rd row성서도서관
4th row달서구문화원
5th row달서아트센터
ValueCountFrequency (%)
행정복지센터 20
 
15.9%
달서구노인종합복지관 2
 
1.6%
달서구 2
 
1.6%
미로마을커뮤니티센터 1
 
0.8%
월배경로당 1
 
0.8%
도원도서관 1
 
0.8%
호림경로당 1
 
0.8%
학산경로당 1
 
0.8%
진천경로당 1
 
0.8%
죽전경로당 1
 
0.8%
Other values (95) 95
75.4%
2023-12-12T21:50:49.394528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
당 53
 
6.8%
경 46
 
5.9%
로 46
 
5.9%
터 33
 
4.2%
센 32
 
4.1%
서 32
 
4.1%
동 31
 
4.0%
지 31
 
4.0%
복 29
 
3.7%
24
 
3.1%
Other values (121) 422
54.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 732
94.0%
Space Separator 24
 
3.1%
Decimal Number 22
 
2.8%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
당 53
 
7.2%
경 46
 
6.3%
로 46
 
6.3%
터 33
 
4.5%
센 32
 
4.4%
서 32
 
4.4%
동 31
 
4.2%
지 31
 
4.2%
복 29
 
4.0%
정 23
 
3.1%
Other values (116) 376
51.4%
Decimal Number
ValueCountFrequency (%)
2 11
50.0%
1 9
40.9%
3 2
 
9.1%
Space Separator
ValueCountFrequency (%)
24
100.0%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 732
94.0%
Common 47
 
6.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
당 53
 
7.2%
경 46
 
6.3%
로 46
 
6.3%
터 33
 
4.5%
센 32
 
4.4%
서 32
 
4.4%
동 31
 
4.2%
지 31
 
4.2%
복 29
 
4.0%
정 23
 
3.1%
Other values (116) 376
51.4%
Common
ValueCountFrequency (%)
24
51.1%
2 11
23.4%
1 9
 
19.1%
3 2
 
4.3%
, 1
 
2.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 732
94.0%
ASCII 47
 
6.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
당 53
 
7.2%
경 46
 
6.3%
로 46
 
6.3%
터 33
 
4.5%
센 32
 
4.4%
서 32
 
4.4%
동 31
 
4.2%
지 31
 
4.2%
복 29
 
4.0%
정 23
 
3.1%
Other values (116) 376
51.4%
ASCII
ValueCountFrequency (%)
24
51.1%
2 11
23.4%
1 9
 
19.1%
3 2
 
4.3%
, 1
 
2.1%

시설물종류
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
근린생활시설
55 
다중이용건축물
47 

Length

Max length7
Median length6
Mean length6.4607843
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
근린생활시설 55
53.9%
다중이용건축물 47
46.1%

Length

2023-12-12T21:50:49.550493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:50:49.657371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
근린생활시설 55
53.9%
다중이용건축물 47
46.1%

내진성능
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Memory size948.0 B
내진성능확보
34 
내진설계적용
18 
신축대상(조적조구조)
15 
내진보강미수행
14 
내진보강완료
9 
Other values (5)
12 

Length

Max length17
Median length6
Mean length7.5196078
Min length6

Unique

Unique2 ?
Unique (%)2.0%

Sample

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

Common Values

ValueCountFrequency (%)
내진성능확보 34
33.3%
내진설계적용 18
17.6%
신축대상(조적조구조) 15
14.7%
내진보강미수행 14
13.7%
내진보강완료 9
 
8.8%
신축예정(내진성능보강X) 4
 
3.9%
내진보강진행중 4
 
3.9%
이전예정(내진성능보강X) 2
 
2.0%
신축준공예정(2023년 11월) 1
 
1.0%
내진보강진행중(~2024년) 1
 
1.0%

Length

2023-12-12T21:50:49.781667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:50:49.943148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
내진성능확보 34
33.0%
내진설계적용 18
17.5%
신축대상(조적조구조 15
14.6%
내진보강미수행 14
13.6%
내진보강완료 9
 
8.7%
신축예정(내진성능보강x 4
 
3.9%
내진보강진행중 4
 
3.9%
이전예정(내진성능보강x 2
 
1.9%
신축준공예정(2023년 1
 
1.0%
11월 1
 
1.0%

소재지도로명주소
Text

Distinct98
Distinct (%)97.0%
Missing1
Missing (%)1.0%
Memory size948.0 B
2023-12-12T21:50:50.259735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length22
Mean length19.138614
Min length16

Characters and Unicode

Total characters1933
Distinct characters83
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique95 ?
Unique (%)94.1%

Sample

1st row대구광역시 달서구 송현로 45
2nd row대구광역시 달서구 당산로 37-25
3rd row대구광역시 달서구 선원남로 129
4th row대구광역시 달서구 문화회관길 160
5th row대구광역시 달서구 문화회관길 160
ValueCountFrequency (%)
대구광역시 101
24.9%
달서구 100
24.6%
45 7
 
1.7%
상화로 5
 
1.2%
학산로 4
 
1.0%
41 3
 
0.7%
월배로 3
 
0.7%
77 3
 
0.7%
선원로 3
 
0.7%
당산로 3
 
0.7%
Other values (157) 174
42.9%
2023-12-12T21:50:50.707043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
306
15.8%
구 206
 
10.7%
서 114
 
5.9%
대 108
 
5.6%
달 103
 
5.3%
광 101
 
5.2%
역 101
 
5.2%
시 101
 
5.2%
로 90
 
4.7%
1 79
 
4.1%
Other values (73) 624
32.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1237
64.0%
Decimal Number 366
 
18.9%
Space Separator 306
 
15.8%
Dash Punctuation 24
 
1.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 206
16.7%
서 114
9.2%
대 108
8.7%
달 103
8.3%
광 101
8.2%
역 101
8.2%
시 101
8.2%
로 90
 
7.3%
길 62
 
5.0%
당 15
 
1.2%
Other values (61) 236
19.1%
Decimal Number
ValueCountFrequency (%)
1 79
21.6%
3 42
11.5%
2 41
11.2%
4 40
10.9%
7 38
10.4%
0 31
 
8.5%
6 27
 
7.4%
9 26
 
7.1%
5 24
 
6.6%
8 18
 
4.9%
Space Separator
ValueCountFrequency (%)
306
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 24
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1237
64.0%
Common 696
36.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 206
16.7%
서 114
9.2%
대 108
8.7%
달 103
8.3%
광 101
8.2%
역 101
8.2%
시 101
8.2%
로 90
 
7.3%
길 62
 
5.0%
당 15
 
1.2%
Other values (61) 236
19.1%
Common
ValueCountFrequency (%)
306
44.0%
1 79
 
11.4%
3 42
 
6.0%
2 41
 
5.9%
4 40
 
5.7%
7 38
 
5.5%
0 31
 
4.5%
6 27
 
3.9%
9 26
 
3.7%
- 24
 
3.4%
Other values (2) 42
 
6.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1237
64.0%
ASCII 696
36.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
306
44.0%
1 79
 
11.4%
3 42
 
6.0%
2 41
 
5.9%
4 40
 
5.7%
7 38
 
5.5%
0 31
 
4.5%
6 27
 
3.9%
9 26
 
3.7%
- 24
 
3.4%
Other values (2) 42
 
6.0%
Hangul
ValueCountFrequency (%)
구 206
16.7%
서 114
9.2%
대 108
8.7%
달 103
8.3%
광 101
8.2%
역 101
8.2%
시 101
8.2%
로 90
 
7.3%
길 62
 
5.0%
당 15
 
1.2%
Other values (61) 236
19.1%

소재지지번주소
Text

Distinct98
Distinct (%)96.1%
Missing0
Missing (%)0.0%
Memory size948.0 B
2023-12-12T21:50:51.016563image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length21
Mean length18.921569
Min length16

Characters and Unicode

Total characters1930
Distinct characters49
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique94 ?
Unique (%)92.2%

Sample

1st row대구광역시 달서구 송현동 806-1
2nd row대구광역시 달서구 본리동 88-6
3rd row대구광역시 달서구 이곡동 1306-8
4th row대구광역시 달서구 장기동 722-1
5th row대구광역시 달서구 장기동 722-1
ValueCountFrequency (%)
대구광역시 102
25.0%
달서구 102
25.0%
상인동 13
 
3.2%
이곡동 10
 
2.5%
두류동 9
 
2.2%
송현동 9
 
2.2%
성당동 8
 
2.0%
월성동 7
 
1.7%
용산동 7
 
1.7%
진천동 7
 
1.7%
Other values (109) 134
32.8%
2023-12-12T21:50:51.441853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
308
16.0%
구 204
 
10.6%
대 102
 
5.3%
광 102
 
5.3%
역 102
 
5.3%
시 102
 
5.3%
달 102
 
5.3%
서 102
 
5.3%
동 102
 
5.3%
1 82
 
4.2%
Other values (39) 622
32.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1117
57.9%
Decimal Number 429
 
22.2%
Space Separator 308
 
16.0%
Dash Punctuation 76
 
3.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 204
18.3%
대 102
9.1%
광 102
9.1%
역 102
9.1%
시 102
9.1%
달 102
9.1%
서 102
9.1%
동 102
9.1%
성 15
 
1.3%
당 14
 
1.3%
Other values (27) 170
15.2%
Decimal Number
ValueCountFrequency (%)
1 82
19.1%
3 50
11.7%
2 47
11.0%
4 45
10.5%
8 45
10.5%
6 40
9.3%
5 36
8.4%
9 31
 
7.2%
7 28
 
6.5%
0 25
 
5.8%
Space Separator
ValueCountFrequency (%)
308
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 76
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1117
57.9%
Common 813
42.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 204
18.3%
대 102
9.1%
광 102
9.1%
역 102
9.1%
시 102
9.1%
달 102
9.1%
서 102
9.1%
동 102
9.1%
성 15
 
1.3%
당 14
 
1.3%
Other values (27) 170
15.2%
Common
ValueCountFrequency (%)
308
37.9%
1 82
 
10.1%
- 76
 
9.3%
3 50
 
6.2%
2 47
 
5.8%
4 45
 
5.5%
8 45
 
5.5%
6 40
 
4.9%
5 36
 
4.4%
9 31
 
3.8%
Other values (2) 53
 
6.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1117
57.9%
ASCII 813
42.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
308
37.9%
1 82
 
10.1%
- 76
 
9.3%
3 50
 
6.2%
2 47
 
5.8%
4 45
 
5.5%
8 45
 
5.5%
6 40
 
4.9%
5 36
 
4.4%
9 31
 
3.8%
Other values (2) 53
 
6.5%
Hangul
ValueCountFrequency (%)
구 204
18.3%
대 102
9.1%
광 102
9.1%
역 102
9.1%
시 102
9.1%
달 102
9.1%
서 102
9.1%
동 102
9.1%
성 15
 
1.3%
당 14
 
1.3%
Other values (27) 170
15.2%

담당부서
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
대구광역시 달서구 안전도시과
102 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구광역시 달서구 안전도시과
2nd row대구광역시 달서구 안전도시과
3rd row대구광역시 달서구 안전도시과
4th row대구광역시 달서구 안전도시과
5th row대구광역시 달서구 안전도시과

Common Values

ValueCountFrequency (%)
대구광역시 달서구 안전도시과 102
100.0%

Length

2023-12-12T21:50:51.612404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:50:51.706453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 102
33.3%
달서구 102
33.3%
안전도시과 102
33.3%

기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
Minimum2023-03-27 00:00:00
Maximum2023-03-27 00:00:00
2023-12-12T21:50:51.797262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T21:50:51.888388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T21:50:47.295266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T21:50:47.101957image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T21:50:47.404913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T21:50:47.191693image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T21:50:51.974012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도시설물구분시설물종류내진성능소재지도로명주소소재지지번주소
위도1.0000.5800.2290.0950.0001.0001.000
경도0.5801.0000.0000.0000.3921.0001.000
시설물구분0.2290.0001.0000.0000.0001.0001.000
시설물종류0.0950.0000.0001.0000.7940.0000.549
내진성능0.0000.3920.0000.7941.0000.0000.000
소재지도로명주소1.0001.0001.0000.0000.0001.0001.000
소재지지번주소1.0001.0001.0000.5490.0001.0001.000
2023-12-12T21:50:52.100099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설물구분시설물종류내진성능
시설물구분1.0000.0000.000
시설물종류0.0001.0000.603
내진성능0.0000.6031.000
2023-12-12T21:50:52.206693image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도시설물구분시설물종류내진성능
위도1.000-0.2630.1660.0630.000
경도-0.2631.0000.0000.0000.093
시설물구분0.1660.0001.0000.0000.000
시설물종류0.0630.0000.0001.0000.603
내진성능0.0000.0930.0000.6031.000

Missing values

2023-12-12T21:50:47.558943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T21:50:47.721436image/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

위도경도시설물구분시설물명시설물종류내진성능소재지도로명주소소재지지번주소담당부서기준일자
035.82631128.548555일반건축물달서어린이도서관다중이용건축물내진설계적용대구광역시 달서구 송현로 45대구광역시 달서구 송현동 806-1대구광역시 달서구 안전도시과2023-03-27
135.840555128.541812일반건축물본리도서관다중이용건축물내진설계적용대구광역시 달서구 당산로 37-25대구광역시 달서구 본리동 88-6대구광역시 달서구 안전도시과2023-03-27
235.857413128.514458일반건축물성서도서관다중이용건축물내진설계적용대구광역시 달서구 선원남로 129대구광역시 달서구 이곡동 1306-8대구광역시 달서구 안전도시과2023-03-27
335.843424128.522825일반건축물달서구문화원다중이용건축물내진설계적용대구광역시 달서구 문화회관길 160대구광역시 달서구 장기동 722-1대구광역시 달서구 안전도시과2023-03-27
435.843424128.522825일반건축물달서아트센터다중이용건축물내진설계적용대구광역시 달서구 문화회관길 160대구광역시 달서구 장기동 722-1대구광역시 달서구 안전도시과2023-03-27
535.841017128.543166일반건축물본리동 행정복지센터다중이용건축물내진설계적용대구광역시 달서구 당산로 37-14대구광역시 달서구 본리동 110-4대구광역시 달서구 안전도시과2023-03-27
635.812557128.536255일반건축물상인2동 행정복지센터다중이용건축물내진설계적용대구광역시 달서구 상원로 27대구광역시 달서구 상인동 1453-7대구광역시 달서구 안전도시과2023-03-27
735.840611128.553148일반건축물성당동 행정복지센터다중이용건축물내진설계적용대구광역시 달서구 야외음악당로 38대구광역시 달서구 성당동 434-3대구광역시 달서구 안전도시과2023-03-27
835.829229128.554762일반건축물송현1동 행정복지센터다중이용건축물내진설계적용대구광역시 달서구 중흥로8길 41대구광역시 달서구 송현동 1995대구광역시 달서구 안전도시과2023-03-27
935.833281128.541807일반건축물달서구노인종합복지관다중이용건축물내진설계적용대구광역시 달서구 학산로 140대구광역시 달서구 본동 804-2대구광역시 달서구 안전도시과2023-03-27
위도경도시설물구분시설물명시설물종류내진성능소재지도로명주소소재지지번주소담당부서기준일자
9235.851837128.552207일반건축물금봉어린이집근린생활시설내진보강진행중대구광역시 달서구 야외음악당로39안길 61대구광역시 달서구 두류동 636-2대구광역시 달서구 안전도시과2023-03-27
9335.812507128.521028일반건축물월배어린이집근린생활시설내진보강진행중대구광역시 달서구 상화로9길 102-10대구광역시 달서구 진천동 628-1대구광역시 달서구 안전도시과2023-03-27
9435.819512128.522833일반건축물월성1동 행정복지센터다중이용건축물내진보강미수행대구광역시 달서구 조암남로 97대구광역시 달서구 월성동 1396-3대구광역시 달서구 안전도시과2023-03-27
9535.830953128.528277일반건축물월성2동행정복지센터다중이용건축물내진보강미수행대구광역시 달서구 월성로 65대구광역시 달서구 월성동 86-3대구광역시 달서구 안전도시과2023-03-27
9635.817982128.544591일반건축물달서구 중장년 기술창업센터다중이용건축물내진보강미수행대구광역시 달서구 상인로 128대구광역시 달서구 상인동 1530대구광역시 달서구 안전도시과2023-03-27
9735.836131128.539457일반건축물달서구 청소년쉼터다중이용건축물내진보강미수행대구광역시 달서구 와룡로10안길 11대구광역시 달서구 본동 789-2대구광역시 달서구 안전도시과2023-03-27
9835.829914128.532841일반건축물달서구청다중이용건축물내진보강진행중(~2024년)대구광역시 달서구 학산로 45대구광역시 달서구 월성동 281대구광역시 달서구 안전도시과2023-03-27
9935.853553128.477963일반건축물산호경로당근린생활시설내진보강완료대구광역시 달서구 달구벌대로203길 3대구광역시 달서구 호산동 984-4대구광역시 달서구 안전도시과2023-03-27
10035.839804128.556275일반건축물성당동제1경로당근린생활시설내진보강완료대구광역시 달서구 대명천로12안길 47대구광역시 달서구 성당동 202-51대구광역시 달서구 안전도시과2023-03-27
10135.808686128.555028일반건축물대구달서행복지역자활센터다중이용건축물내진보강완료대구광역시 달서구 상화로 373대구광역시 달서구 상인동 1564대구광역시 달서구 안전도시과2023-03-27