Overview

Dataset statistics

Number of variables10
Number of observations38
Missing cells38
Missing cells (%)10.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.2 KiB
Average record size in memory85.5 B

Variable types

DateTime3
Text4
Unsupported1
Numeric1
Categorical1

Dataset

Description부산광역시_동구_석면해체제거작업현황_10/14/2021
Author부산광역시 동구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15028644

Alerts

전화번호 has 38 (100.0%) missing valuesMissing
전화번호 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 17:46:58.682490
Analysis finished2023-12-10 17:47:00.915450
Duration2.23 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

신고일자
Date

Distinct37
Distinct (%)97.4%
Missing0
Missing (%)0.0%
Memory size436.0 B
Minimum2021-01-08 00:00:00
Maximum2021-10-09 00:00:00
2023-12-11T02:47:01.091152image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:47:01.526942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)

건물명(설비명)
Text

Distinct24
Distinct (%)63.2%
Missing0
Missing (%)0.0%
Memory size436.0 B
2023-12-11T02:47:02.040291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length6.4736842
Min length2

Characters and Unicode

Total characters246
Distinct characters86
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique20 ?
Unique (%)52.6%

Sample

1st row주택
2nd row근린생활시설
3rd row수정동성결교회
4th row업무시설
5th row초량3동 행복복지센터
ValueCountFrequency (%)
근린생활시설 14
29.8%
업무시설 3
 
6.4%
일신기독병원 2
 
4.3%
수성초등학교 2
 
4.3%
상록 1
 
2.1%
좋은문화병원 1
 
2.1%
주택 1
 
2.1%
사무소 1
 
2.1%
마린리더스타워 1
 
2.1%
단독주택 1
 
2.1%
Other values (20) 20
42.6%
2023-12-11T02:47:02.768062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
시 20
 
8.1%
설 20
 
8.1%
린 15
 
6.1%
근 14
 
5.7%
생 14
 
5.7%
활 14
 
5.7%
9
 
3.7%
성 6
 
2.4%
무 6
 
2.4%
업 6
 
2.4%
Other values (76) 122
49.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 230
93.5%
Space Separator 9
 
3.7%
Other Punctuation 3
 
1.2%
Decimal Number 2
 
0.8%
Close Punctuation 1
 
0.4%
Open Punctuation 1
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
시 20
 
8.7%
설 20
 
8.7%
린 15
 
6.5%
근 14
 
6.1%
생 14
 
6.1%
활 14
 
6.1%
성 6
 
2.6%
무 6
 
2.6%
업 6
 
2.6%
교 5
 
2.2%
Other values (70) 110
47.8%
Decimal Number
ValueCountFrequency (%)
1 1
50.0%
3 1
50.0%
Space Separator
ValueCountFrequency (%)
9
100.0%
Other Punctuation
ValueCountFrequency (%)
, 3
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 230
93.5%
Common 16
 
6.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
시 20
 
8.7%
설 20
 
8.7%
린 15
 
6.5%
근 14
 
6.1%
생 14
 
6.1%
활 14
 
6.1%
성 6
 
2.6%
무 6
 
2.6%
업 6
 
2.6%
교 5
 
2.2%
Other values (70) 110
47.8%
Common
ValueCountFrequency (%)
9
56.2%
, 3
 
18.8%
) 1
 
6.2%
( 1
 
6.2%
1 1
 
6.2%
3 1
 
6.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 230
93.5%
ASCII 16
 
6.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
시 20
 
8.7%
설 20
 
8.7%
린 15
 
6.5%
근 14
 
6.1%
생 14
 
6.1%
활 14
 
6.1%
성 6
 
2.6%
무 6
 
2.6%
업 6
 
2.6%
교 5
 
2.2%
Other values (70) 110
47.8%
ASCII
ValueCountFrequency (%)
9
56.2%
, 3
 
18.8%
) 1
 
6.2%
( 1
 
6.2%
1 1
 
6.2%
3 1
 
6.2%

위치(소재지)
Text

Distinct35
Distinct (%)92.1%
Missing0
Missing (%)0.0%
Memory size436.0 B
2023-12-11T02:47:03.279889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length31
Mean length26.605263
Min length22

Characters and Unicode

Total characters1011
Distinct characters87
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique32 ?
Unique (%)84.2%

Sample

1st row부산광역시 동구 수정로17번길 1(수정동, )
2nd row부산광역시 동구 범일로 120(범일동, )
3rd row부산광역시 동구 고관로 89(수정동, )
4th row부산광역시 동구 범일로102번길 14(범일동, )
5th row부산광역시 동구 초량상로 112(초량동, 초량3동주민센터)
ValueCountFrequency (%)
부산광역시 38
19.8%
동구 38
19.8%
26
 
13.5%
중앙대로 9
 
4.7%
범일로 3
 
1.6%
망양로 3
 
1.6%
807(수정동 2
 
1.0%
중앙대로286번길 2
 
1.0%
수성초등학교 2
 
1.0%
수정로 2
 
1.0%
Other values (62) 67
34.9%
2023-12-11T02:47:04.270213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
154
 
15.2%
동 77
 
7.6%
부 40
 
4.0%
산 40
 
4.0%
역 39
 
3.9%
광 38
 
3.8%
시 38
 
3.8%
구 38
 
3.8%
) 38
 
3.8%
로 38
 
3.8%
Other values (77) 471
46.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 608
60.1%
Space Separator 154
 
15.2%
Decimal Number 128
 
12.7%
Close Punctuation 38
 
3.8%
Open Punctuation 38
 
3.8%
Other Punctuation 37
 
3.7%
Dash Punctuation 8
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 77
 
12.7%
부 40
 
6.6%
산 40
 
6.6%
역 39
 
6.4%
광 38
 
6.2%
시 38
 
6.2%
구 38
 
6.2%
로 38
 
6.2%
초 21
 
3.5%
량 19
 
3.1%
Other values (62) 220
36.2%
Decimal Number
ValueCountFrequency (%)
1 27
21.1%
2 20
15.6%
3 17
13.3%
8 13
10.2%
9 10
 
7.8%
7 10
 
7.8%
0 9
 
7.0%
6 9
 
7.0%
4 8
 
6.2%
5 5
 
3.9%
Space Separator
ValueCountFrequency (%)
154
100.0%
Close Punctuation
ValueCountFrequency (%)
) 38
100.0%
Open Punctuation
ValueCountFrequency (%)
( 38
100.0%
Other Punctuation
ValueCountFrequency (%)
, 37
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 608
60.1%
Common 403
39.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 77
 
12.7%
부 40
 
6.6%
산 40
 
6.6%
역 39
 
6.4%
광 38
 
6.2%
시 38
 
6.2%
구 38
 
6.2%
로 38
 
6.2%
초 21
 
3.5%
량 19
 
3.1%
Other values (62) 220
36.2%
Common
ValueCountFrequency (%)
154
38.2%
) 38
 
9.4%
( 38
 
9.4%
, 37
 
9.2%
1 27
 
6.7%
2 20
 
5.0%
3 17
 
4.2%
8 13
 
3.2%
9 10
 
2.5%
7 10
 
2.5%
Other values (5) 39
 
9.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 608
60.1%
ASCII 403
39.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
154
38.2%
) 38
 
9.4%
( 38
 
9.4%
, 37
 
9.2%
1 27
 
6.7%
2 20
 
5.0%
3 17
 
4.2%
8 13
 
3.2%
9 10
 
2.5%
7 10
 
2.5%
Other values (5) 39
 
9.7%
Hangul
ValueCountFrequency (%)
동 77
 
12.7%
부 40
 
6.6%
산 40
 
6.6%
역 39
 
6.4%
광 38
 
6.2%
시 38
 
6.2%
구 38
 
6.2%
로 38
 
6.2%
초 21
 
3.5%
량 19
 
3.1%
Other values (62) 220
36.2%

공사현장명
Text

Distinct36
Distinct (%)94.7%
Missing0
Missing (%)0.0%
Memory size436.0 B
2023-12-11T02:47:04.958247image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length32.5
Mean length27.184211
Min length17

Characters and Unicode

Total characters1033
Distinct characters140
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique34 ?
Unique (%)89.5%

Sample

1st row수정로17번길 1 및 수정남로 8-9 철거공사 중 석면해체제거공사
2nd row부산 동구 범일로 120 택스해체, 처리
3rd row수정동성결교회 철거공사 중 석면해체제거공사
4th row범일동 조방빌딩 5층 석면해체공사
5th row초량3동 행복복지센터 석면제거공사
ValueCountFrequency (%)
동구 15
 
7.1%
석면해체제거공사 14
 
6.6%
중 12
 
5.7%
부산 11
 
5.2%
철거공사 10
 
4.7%
중앙대로 6
 
2.8%
석면해체공사 6
 
2.8%
및 5
 
2.4%
석면해체 4
 
1.9%
일부 4
 
1.9%
Other values (102) 125
59.0%
2023-12-11T02:47:05.970972image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
174
 
16.8%
사 47
 
4.5%
공 46
 
4.5%
석 33
 
3.2%
1 33
 
3.2%
면 33
 
3.2%
거 32
 
3.1%
체 29
 
2.8%
해 28
 
2.7%
동 27
 
2.6%
Other values (130) 551
53.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 694
67.2%
Space Separator 174
 
16.8%
Decimal Number 123
 
11.9%
Dash Punctuation 15
 
1.5%
Other Punctuation 9
 
0.9%
Close Punctuation 7
 
0.7%
Open Punctuation 7
 
0.7%
Math Symbol 2
 
0.2%
Uppercase Letter 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 47
 
6.8%
공 46
 
6.6%
석 33
 
4.8%
면 33
 
4.8%
거 32
 
4.6%
체 29
 
4.2%
해 28
 
4.0%
동 27
 
3.9%
로 21
 
3.0%
중 21
 
3.0%
Other values (111) 377
54.3%
Decimal Number
ValueCountFrequency (%)
1 33
26.8%
3 16
13.0%
4 14
11.4%
2 14
11.4%
6 11
 
8.9%
9 10
 
8.1%
8 8
 
6.5%
5 7
 
5.7%
7 6
 
4.9%
0 4
 
3.3%
Other Punctuation
ValueCountFrequency (%)
, 8
88.9%
/ 1
 
11.1%
Uppercase Letter
ValueCountFrequency (%)
S 1
50.0%
E 1
50.0%
Space Separator
ValueCountFrequency (%)
174
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 15
100.0%
Close Punctuation
ValueCountFrequency (%)
) 7
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 694
67.2%
Common 337
32.6%
Latin 2
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 47
 
6.8%
공 46
 
6.6%
석 33
 
4.8%
면 33
 
4.8%
거 32
 
4.6%
체 29
 
4.2%
해 28
 
4.0%
동 27
 
3.9%
로 21
 
3.0%
중 21
 
3.0%
Other values (111) 377
54.3%
Common
ValueCountFrequency (%)
174
51.6%
1 33
 
9.8%
3 16
 
4.7%
- 15
 
4.5%
4 14
 
4.2%
2 14
 
4.2%
6 11
 
3.3%
9 10
 
3.0%
, 8
 
2.4%
8 8
 
2.4%
Other values (7) 34
 
10.1%
Latin
ValueCountFrequency (%)
S 1
50.0%
E 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 694
67.2%
ASCII 339
32.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
174
51.3%
1 33
 
9.7%
3 16
 
4.7%
- 15
 
4.4%
4 14
 
4.1%
2 14
 
4.1%
6 11
 
3.2%
9 10
 
2.9%
, 8
 
2.4%
8 8
 
2.4%
Other values (9) 36
 
10.6%
Hangul
ValueCountFrequency (%)
사 47
 
6.8%
공 46
 
6.6%
석 33
 
4.8%
면 33
 
4.8%
거 32
 
4.6%
체 29
 
4.2%
해 28
 
4.0%
동 27
 
3.9%
로 21
 
3.0%
중 21
 
3.0%
Other values (111) 377
54.3%

전화번호
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)100.0%
Memory size474.0 B

석면해체제거업자정보 사업체명
Text

Distinct24
Distinct (%)63.2%
Missing0
Missing (%)0.0%
Memory size436.0 B
2023-12-11T02:47:06.422029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length11
Mean length10.105263
Min length5

Characters and Unicode

Total characters384
Distinct characters73
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

Unique15 ?
Unique (%)39.5%

Sample

1st row(주)비엔디건설산업
2nd row미미산업주식회사
3rd row(주)비엔디건설산업
4th row(주)한국석면환경산업
5th row에이원디앤씨주식회사
ValueCountFrequency (%)
주식회사프로해즈맷(prohazmat 4
 
10.0%
필봉개발 3
 
7.5%
주)비엔디건설산업 3
 
7.5%
미미산업주식회사 3
 
7.5%
주)공간산업개발 2
 
5.0%
선인이엔지 2
 
5.0%
주식회사 2
 
5.0%
우성건설 2
 
5.0%
주)세환건영 2
 
5.0%
성일건설 2
 
5.0%
Other values (15) 15
37.5%
2023-12-11T02:47:07.196261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
40
 
10.4%
주 31
 
8.1%
회 18
 
4.7%
사 18
 
4.7%
식 18
 
4.7%
( 17
 
4.4%
) 17
 
4.4%
건 13
 
3.4%
산 12
 
3.1%
설 12
 
3.1%
Other values (63) 188
49.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 274
71.4%
Space Separator 40
 
10.4%
Lowercase Letter 24
 
6.2%
Open Punctuation 17
 
4.4%
Close Punctuation 17
 
4.4%
Uppercase Letter 12
 
3.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 31
 
11.3%
회 18
 
6.6%
사 18
 
6.6%
식 18
 
6.6%
건 13
 
4.7%
산 12
 
4.4%
설 12
 
4.4%
업 12
 
4.4%
엔 8
 
2.9%
미 6
 
2.2%
Other values (52) 126
46.0%
Lowercase Letter
ValueCountFrequency (%)
a 8
33.3%
t 4
16.7%
z 4
16.7%
o 4
16.7%
r 4
16.7%
Uppercase Letter
ValueCountFrequency (%)
M 4
33.3%
H 4
33.3%
P 4
33.3%
Space Separator
ValueCountFrequency (%)
40
100.0%
Open Punctuation
ValueCountFrequency (%)
( 17
100.0%
Close Punctuation
ValueCountFrequency (%)
) 17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 274
71.4%
Common 74
 
19.3%
Latin 36
 
9.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 31
 
11.3%
회 18
 
6.6%
사 18
 
6.6%
식 18
 
6.6%
건 13
 
4.7%
산 12
 
4.4%
설 12
 
4.4%
업 12
 
4.4%
엔 8
 
2.9%
미 6
 
2.2%
Other values (52) 126
46.0%
Latin
ValueCountFrequency (%)
a 8
22.2%
t 4
11.1%
M 4
11.1%
z 4
11.1%
H 4
11.1%
o 4
11.1%
r 4
11.1%
P 4
11.1%
Common
ValueCountFrequency (%)
40
54.1%
( 17
23.0%
) 17
23.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 274
71.4%
ASCII 110
28.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
40
36.4%
( 17
15.5%
) 17
15.5%
a 8
 
7.3%
t 4
 
3.6%
M 4
 
3.6%
z 4
 
3.6%
H 4
 
3.6%
o 4
 
3.6%
r 4
 
3.6%
Hangul
ValueCountFrequency (%)
주 31
 
11.3%
회 18
 
6.6%
사 18
 
6.6%
식 18
 
6.6%
건 13
 
4.7%
산 12
 
4.4%
설 12
 
4.4%
업 12
 
4.4%
엔 8
 
2.9%
미 6
 
2.2%
Other values (52) 126
46.0%

해체작업기간-시작일
Date

Distinct33
Distinct (%)86.8%
Missing0
Missing (%)0.0%
Memory size436.0 B
Minimum2021-01-05 00:00:00
Maximum2021-10-13 00:00:00
2023-12-11T02:47:07.546306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:47:07.827484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)

해체작업기간-종료일
Date

Distinct32
Distinct (%)84.2%
Missing0
Missing (%)0.0%
Memory size436.0 B
Minimum2021-01-11 00:00:00
Maximum2021-10-19 00:00:00
2023-12-11T02:47:08.085357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:47:08.311939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)

면적(m2)
Real number (ℝ)

Distinct36
Distinct (%)94.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean657.27197
Minimum58.65
Maximum4753.26
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size474.0 B
2023-12-11T02:47:08.558218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum58.65
5-th percentile63.934
Q1134.2325
median233.625
Q3714.0525
95-th percentile2244.1875
Maximum4753.26
Range4694.61
Interquartile range (IQR)579.82

Descriptive statistics

Standard deviation1076.2884
Coefficient of variation (CV)1.6375084
Kurtosis10.192098
Mean657.27197
Median Absolute Deviation (MAD)154.4
Skewness3.1459037
Sum24976.335
Variance1158396.7
MonotonicityNot monotonic
2023-12-11T02:47:08.827133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=36)
ValueCountFrequency (%)
131.64 2
 
5.3%
4753.26 2
 
5.3%
106.55 1
 
2.6%
142.37 1
 
2.6%
793.06 1
 
2.6%
158.75 1
 
2.6%
722.72 1
 
2.6%
1467.63 1
 
2.6%
58.65 1
 
2.6%
963.54 1
 
2.6%
Other values (26) 26
68.4%
ValueCountFrequency (%)
58.65 1
2.6%
58.8 1
2.6%
64.84 1
2.6%
71.25 1
2.6%
73.85 1
2.6%
84.6 1
2.6%
106.55 1
2.6%
116.44 1
2.6%
131.64 2
5.3%
142.01 1
2.6%
ValueCountFrequency (%)
4753.26 2
5.3%
1801.41 1
2.6%
1674.0 1
2.6%
1467.63 1
2.6%
1021.745 1
2.6%
963.54 1
2.6%
793.06 1
2.6%
754.0 1
2.6%
722.72 1
2.6%
688.05 1
2.6%

종류
Categorical

Distinct8
Distinct (%)21.1%
Missing0
Missing (%)0.0%
Memory size436.0 B
천장재
19 
벽 재,천장재
9 
지붕재
3 
지붕재,천장재
2 
벽 재,지붕재
2 
Other values (3)
3 

Length

Max length13
Median length3
Mean length5.4210526
Min length3

Unique

Unique3 ?
Unique (%)7.9%

Sample

1st row지붕재
2nd row천장재
3rd row지붕재,천장재
4th row벽 재
5th row벽 재,천장재

Common Values

ValueCountFrequency (%)
천장재 19
50.0%
벽 재,천장재 9
23.7%
지붕재 3
 
7.9%
지붕재,천장재 2
 
5.3%
벽 재,지붕재 2
 
5.3%
벽 재 1
 
2.6%
벽 재,지붕재,천장재 1
 
2.6%
개스킷,벽 재 1
 
2.6%

Length

2023-12-11T02:47:09.098826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:47:09.339744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
천장재 19
36.5%
벽 13
25.0%
재,천장재 9
17.3%
지붕재 3
 
5.8%
지붕재,천장재 2
 
3.8%
재,지붕재 2
 
3.8%
재 2
 
3.8%
재,지붕재,천장재 1
 
1.9%
개스킷,벽 1
 
1.9%

Interactions

2023-12-11T02:47:00.003344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:47:09.536085image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
신고일자건물명(설비명)위치(소재지)공사현장명석면해체제거업자정보 사업체명해체작업기간-시작일해체작업기간-종료일면적(m2)종류
신고일자1.0001.0000.9790.9810.9601.0000.9851.0000.826
건물명(설비명)1.0001.0001.0001.0000.9470.9870.8680.9800.000
위치(소재지)0.9791.0001.0001.0001.0000.9950.9421.0001.000
공사현장명0.9811.0001.0001.0001.0001.0000.9511.0001.000
석면해체제거업자정보 사업체명0.9600.9471.0001.0001.0000.9770.9060.9250.940
해체작업기간-시작일1.0000.9870.9951.0000.9771.0000.7980.7000.933
해체작업기간-종료일0.9850.8680.9420.9510.9060.7981.0000.8680.683
면적(m2)1.0000.9801.0001.0000.9250.7000.8681.0000.074
종류0.8260.0001.0001.0000.9400.9330.6830.0741.000
2023-12-11T02:47:09.787933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
면적(m2)종류
면적(m2)1.0000.000
종류0.0001.000

Missing values

2023-12-11T02:47:00.350677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:47:00.746309image/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

신고일자건물명(설비명)위치(소재지)공사현장명전화번호석면해체제거업자정보 사업체명해체작업기간-시작일해체작업기간-종료일면적(m2)종류
02021-10-09주택부산광역시 동구 수정로17번길 1(수정동, )수정로17번길 1 및 수정남로 8-9 철거공사 중 석면해체제거공사<NA>(주)비엔디건설산업2021-10-132021-10-19106.55지붕재
12021-09-18근린생활시설부산광역시 동구 범일로 120(범일동, )부산 동구 범일로 120 택스해체, 처리<NA>미미산업주식회사2021-09-242021-10-09173.96천장재
22021-08-18수정동성결교회부산광역시 동구 고관로 89(수정동, )수정동성결교회 철거공사 중 석면해체제거공사<NA>(주)비엔디건설산업2021-08-202021-09-201674.0지붕재,천장재
32021-08-14업무시설부산광역시 동구 범일로102번길 14(범일동, )범일동 조방빌딩 5층 석면해체공사<NA>(주)한국석면환경산업2021-08-142021-08-31184.16벽 재
42021-08-10초량3동 행복복지센터부산광역시 동구 초량상로 112(초량동, 초량3동주민센터)초량3동 행복복지센터 석면제거공사<NA>에이원디앤씨주식회사2021-08-122021-08-25612.97벽 재,천장재
52021-07-09성지빌딩부산광역시 동구 중앙대로 288(초량동, 성지빌딩)부산 동구 중앙대로 288 성지빌딩 석면해체제거공사<NA>주식회사은성이엔씨2021-07-092021-07-311801.41벽 재,천장재
62021-07-08근린생활시설부산광역시 동구 중앙대로180번길 6-1(초량동, )중앙대로180번길 6-1 석면해체제거공사<NA>(주)창현이엔지2021-07-072021-07-25255.74벽 재,지붕재,천장재
72021-07-21수성초등학교부산광역시 동구 망양로 807(수정동, 수성초등학교)수성초등학교 석면해체, 제거공사<NA>(주)세환건영2021-07-062021-08-194753.26천장재
82021-07-07수성초등학교부산광역시 동구 망양로 807(수정동, 수성초등학교)수성초등학교 석면해체, 제거공사<NA>(주)세환건영2021-07-062021-08-094753.26천장재
92021-07-17금성고등학교 급식실 등부산광역시 동구 증산로 83(좌천동, 금성고등학교)금성고등학교 급식실 현대화 및 기타 석면해체제거공사<NA>(주)대웅시설안전2021-07-022021-07-30754.0천장재
신고일자건물명(설비명)위치(소재지)공사현장명전화번호석면해체제거업자정보 사업체명해체작업기간-시작일해체작업기간-종료일면적(m2)종류
282021-03-13근린생활시설부산광역시 동구 중앙대로 493(범일동, )동구 중앙대로 493, 491-12, 491-14 철거공사<NA>(주)공간산업개발2021-03-162021-04-17142.37지붕재,천장재
292021-03-13근린생활시설부산광역시 동구 고관로13번길 3(초량동, )동구 고관로13번길 3(초량동 46-6/46-24) 철거공사 중 석면해체제거공사<NA>세아환경(주)2021-03-162021-03-31142.01천장재
302021-03-04(주)썬테크 부산사무실부산광역시 동구 자성공원로 20-1(범일동, )(주)썬테크 부산사무실 석면해체제거공사<NA>(주)선진건설2021-03-032021-03-10206.93벽 재,천장재
312021-02-18판매시설부산광역시 동구 중앙대로 229(초량동, )초량동 359-1번지 철거공사 중 석면 철거공사<NA>주식회사명성이앤씨2021-02-182021-03-08241.74벽 재,천장재
322021-03-06근린생활시설부산광역시 동구 대영로243번길 16(초량동, )부산 동구 대영로243번길 16 철거공사 중 석면해체제거공사<NA>우성건설2021-02-112021-03-31131.64벽 재,지붕재
332021-02-11근린생활시설부산광역시 동구 대영로243번길 16(초량동, )부산 동구 대영로243번길 16 철거공사 중 석면해체제거공사<NA>우성건설2021-02-112021-03-05131.64벽 재,지붕재
342021-02-05영업소, 단독주택부산광역시 동구 범일로 76-1(범일동, )범일로 76-1 슬레이트 석면해체 및 비계공사<NA>주식회사프로해즈맷(ProHazMat)2021-02-052021-02-1564.84지붕재
352021-01-29마린리더스타워부산광역시 동구 중앙대로 193(초량동, 마린리더스타워)부산 동구 중앙대로 193(초량동) 3층 일부 리모델링공사 중 석면해체공사<NA>주식회사보람산업개발2021-01-292021-02-10116.44천장재
362021-01-22근린생활시설부산광역시 동구 중앙대로286번길 7-7(초량동, )부산 동구 중앙대로286번길 7-7 리모델링 공사 중 석면 해체 제거 공사<NA>필봉개발2021-01-222021-02-10487.24천장재
372021-01-08좋은문화병원 1층부산광역시 동구 범일로 119(범일동, 좋은문화병원 1)동구 범일로 119 1층 일부 리모델링공사<NA>(주)공간산업개발2021-01-052021-01-1184.6천장재