Overview

Dataset statistics

Number of variables7
Number of observations42
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.5 KiB
Average record size in memory60.0 B

Variable types

Text1
Categorical4
Numeric1
DateTime1

Dataset

Description서울특별시광진구개발행위허가현황에설명으로위치,지목,허가면적,용도지역,개발행위종류,허가일로자료정리
Author서울특별시 광진구
URLhttps://www.data.go.kr/data/15036829/fileData.do

Alerts

공작물종류 is highly overall correlated with 허가면적 and 3 other fieldsHigh correlation
허가구분 is highly overall correlated with 공작물종류High correlation
용도지역 is highly overall correlated with 공작물종류High correlation
지목 is highly overall correlated with 공작물종류High correlation
허가면적 is highly overall correlated with 공작물종류High correlation

Reproduction

Analysis started2024-03-14 17:53:05.016750
Analysis finished2024-03-14 17:53:06.354670
Duration1.34 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

위치
Text

Distinct41
Distinct (%)97.6%
Missing0
Missing (%)0.0%
Memory size464.0 B
2024-03-15T02:53:07.063740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length34
Median length26
Mean length20.095238
Min length13

Characters and Unicode

Total characters844
Distinct characters71
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

Unique40 ?
Unique (%)95.2%

Sample

1st row서울특별시 광진구 능동로 216
2nd row서울특별시 광진구 능동로 216
3rd row서울특별시 광진구 자양로 145-1
4th row서울특별시 광장로5길 25-1
5th row서울특별시 광장동 561-2번지 외2필지
ValueCountFrequency (%)
서울특별시 42
23.5%
광진구 31
17.3%
화양동 11
 
6.1%
외 11
 
6.1%
1 7
 
3.9%
옥상 6
 
3.4%
능동로 3
 
1.7%
광장동 3
 
1.7%
자양동 3
 
1.7%
31필지 2
 
1.1%
Other values (57) 60
33.5%
2024-03-15T02:53:08.393821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
138
 
16.4%
서 43
 
5.1%
별 43
 
5.1%
특 42
 
5.0%
시 42
 
5.0%
울 42
 
5.0%
1 41
 
4.9%
광 39
 
4.6%
구 35
 
4.1%
동 32
 
3.8%
Other values (61) 347
41.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 519
61.5%
Decimal Number 153
 
18.1%
Space Separator 138
 
16.4%
Dash Punctuation 22
 
2.6%
Open Punctuation 6
 
0.7%
Close Punctuation 6
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 43
 
8.3%
별 43
 
8.3%
특 42
 
8.1%
시 42
 
8.1%
울 42
 
8.1%
광 39
 
7.5%
구 35
 
6.7%
동 32
 
6.2%
진 31
 
6.0%
양 16
 
3.1%
Other values (47) 154
29.7%
Decimal Number
ValueCountFrequency (%)
1 41
26.8%
2 23
15.0%
3 19
12.4%
6 19
12.4%
5 19
12.4%
8 9
 
5.9%
4 8
 
5.2%
0 7
 
4.6%
7 4
 
2.6%
9 4
 
2.6%
Space Separator
ValueCountFrequency (%)
138
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 22
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 519
61.5%
Common 325
38.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 43
 
8.3%
별 43
 
8.3%
특 42
 
8.1%
시 42
 
8.1%
울 42
 
8.1%
광 39
 
7.5%
구 35
 
6.7%
동 32
 
6.2%
진 31
 
6.0%
양 16
 
3.1%
Other values (47) 154
29.7%
Common
ValueCountFrequency (%)
138
42.5%
1 41
 
12.6%
2 23
 
7.1%
- 22
 
6.8%
3 19
 
5.8%
6 19
 
5.8%
5 19
 
5.8%
8 9
 
2.8%
4 8
 
2.5%
0 7
 
2.2%
Other values (4) 20
 
6.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 519
61.5%
ASCII 325
38.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
138
42.5%
1 41
 
12.6%
2 23
 
7.1%
- 22
 
6.8%
3 19
 
5.8%
6 19
 
5.8%
5 19
 
5.8%
8 9
 
2.8%
4 8
 
2.5%
0 7
 
2.2%
Other values (4) 20
 
6.2%
Hangul
ValueCountFrequency (%)
서 43
 
8.3%
별 43
 
8.3%
특 42
 
8.1%
시 42
 
8.1%
울 42
 
8.1%
광 39
 
7.5%
구 35
 
6.7%
동 32
 
6.2%
진 31
 
6.0%
양 16
 
3.1%
Other values (47) 154
29.7%

지목
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)23.8%
Missing0
Missing (%)0.0%
Memory size464.0 B
대
20 
학교용지
8 
공원
4 
학교
4 
하천
 
1
Other values (5)
5 

Length

Max length5
Median length4.5
Mean length2.0714286
Min length1

Unique

Unique6 ?
Unique (%)14.3%

Sample

1st row공원
2nd row공원
3rd row학교
4th row학교
5th row하천

Common Values

ValueCountFrequency (%)
대 20
47.6%
학교용지 8
 
19.0%
공원 4
 
9.5%
학교 4
 
9.5%
하천 1
 
2.4%
주차장 1
 
2.4%
잡종지 1
 
2.4%
답 1
 
2.4%
주유소용지 1
 
2.4%
학교용지 1
 
2.4%

Length

2024-03-15T02:53:08.837162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T02:53:09.228109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대 20
47.6%
학교용지 9
21.4%
공원 4
 
9.5%
학교 4
 
9.5%
하천 1
 
2.4%
주차장 1
 
2.4%
잡종지 1
 
2.4%
답 1
 
2.4%
주유소용지 1
 
2.4%

허가면적
Real number (ℝ)

HIGH CORRELATION 

Distinct40
Distinct (%)95.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean188.49807
Minimum1.08
Maximum876
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size506.0 B
2024-03-15T02:53:09.580480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.08
5-th percentile1.6205
Q16.83
median68.77
Q3235.1775
95-th percentile836.82
Maximum876
Range874.92
Interquartile range (IQR)228.3475

Descriptive statistics

Standard deviation256.25765
Coefficient of variation (CV)1.3594709
Kurtosis1.5892128
Mean188.49807
Median Absolute Deviation (MAD)66.35
Skewness1.5953261
Sum7916.919
Variance65667.981
MonotonicityNot monotonic
2024-03-15T02:53:09.935756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%)
842.5 2
 
4.8%
6.83 2
 
4.8%
4.5 1
 
2.4%
218.159 1
 
2.4%
237.0 1
 
2.4%
229.71 1
 
2.4%
94.28 1
 
2.4%
187.0 1
 
2.4%
107.4 1
 
2.4%
39.71 1
 
2.4%
Other values (30) 30
71.4%
ValueCountFrequency (%)
1.08 1
2.4%
1.55 1
2.4%
1.6 1
2.4%
2.01 1
2.4%
2.83 1
2.4%
2.86 1
2.4%
2.88 1
2.4%
4.5 1
2.4%
5.76 1
2.4%
6.5 1
2.4%
ValueCountFrequency (%)
876.0 1
2.4%
842.5 2
4.8%
728.9 1
2.4%
585.5 1
2.4%
502.5 1
2.4%
450.3 1
2.4%
385.8 1
2.4%
333.72 1
2.4%
262.6 1
2.4%
237.0 1
2.4%

용도지역
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)23.8%
Missing0
Missing (%)0.0%
Memory size464.0 B
제2종일반주거지역
15 
제1종일반주거지역
6 
준주거지역
6 
일반주거지역
4 
제3종일반주거지역
4 
Other values (5)
7 

Length

Max length9
Median length9
Mean length7.8571429
Min length5

Unique

Unique3 ?
Unique (%)7.1%

Sample

1st row일반주거지역
2nd row일반주거지역
3rd row2종일반주거지역
4th row1종일반주거지역
5th row일반주거지역

Common Values

ValueCountFrequency (%)
제2종일반주거지역 15
35.7%
제1종일반주거지역 6
 
14.3%
준주거지역 6
 
14.3%
일반주거지역 4
 
9.5%
제3종일반주거지역 4
 
9.5%
2종일반주거지역 2
 
4.8%
일반상업지역 2
 
4.8%
1종일반주거지역 1
 
2.4%
제1종전용주거지역 1
 
2.4%
자연녹지지역 1
 
2.4%

Length

2024-03-15T02:53:10.396113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T02:53:10.801141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제2종일반주거지역 15
35.7%
제1종일반주거지역 6
 
14.3%
준주거지역 6
 
14.3%
일반주거지역 4
 
9.5%
제3종일반주거지역 4
 
9.5%
2종일반주거지역 2
 
4.8%
일반상업지역 2
 
4.8%
1종일반주거지역 1
 
2.4%
제1종전용주거지역 1
 
2.4%
자연녹지지역 1
 
2.4%

허가구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size464.0 B
공작물설치
37 
토지형질변경
5 

Length

Max length6
Median length5
Mean length5.1190476
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
공작물설치 37
88.1%
토지형질변경 5
 
11.9%

Length

2024-03-15T02:53:11.452595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T02:53:11.786194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공작물설치 37
88.1%
토지형질변경 5
 
11.9%

공작물종류
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size464.0 B
태양광발전시설
37 
<NA>
5 

Length

Max length7
Median length7
Mean length6.6428571
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
태양광발전시설 37
88.1%
<NA> 5
 
11.9%

Length

2024-03-15T02:53:12.167416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T02:53:12.517734image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
태양광발전시설 37
88.1%
na 5
 
11.9%

허가일
Date

Distinct32
Distinct (%)76.2%
Missing0
Missing (%)0.0%
Memory size464.0 B
Minimum2019-08-02 00:00:00
Maximum2023-12-20 00:00:00
2024-03-15T02:53:12.793931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T02:53:13.009875image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)

Interactions

2024-03-15T02:53:05.534457image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-15T02:53:13.180528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위치지목허가면적용도지역허가구분허가일
위치1.0001.0001.0001.0001.0000.962
지목1.0001.0000.0000.8210.6600.900
허가면적1.0000.0001.0000.0000.0000.000
용도지역1.0000.8210.0001.0000.0000.984
허가구분1.0000.6600.0000.0001.0000.885
허가일0.9620.9000.0000.9840.8851.000
2024-03-15T02:53:13.445415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공작물종류허가구분용도지역지목
공작물종류1.0001.0001.0001.000
허가구분1.0001.0000.0000.455
용도지역1.0000.0001.0000.379
지목1.0000.4550.3791.000
2024-03-15T02:53:13.609241image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
허가면적지목용도지역허가구분공작물종류
허가면적1.0000.0000.0000.0001.000
지목0.0001.0000.3790.4551.000
용도지역0.0000.3791.0000.0001.000
허가구분0.0000.4550.0001.0001.000
공작물종류1.0001.0001.0001.0001.000

Missing values

2024-03-15T02:53:05.856520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T02:53:06.232312image/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

위치지목허가면적용도지역허가구분공작물종류허가일
0서울특별시 광진구 능동로 216공원4.5일반주거지역공작물설치태양광발전시설2019-08-02
1서울특별시 광진구 능동로 216공원6.5일반주거지역공작물설치태양광발전시설2019-08-02
2서울특별시 광진구 자양로 145-1학교8.122종일반주거지역공작물설치태양광발전시설2019-08-20
3서울특별시 광장로5길 25-1학교9.971종일반주거지역공작물설치태양광발전시설2019-10-22
4서울특별시 광장동 561-2번지 외2필지하천23.49일반주거지역공작물설치태양광발전시설2019-10-28
5서울특별시 광진구 능동로 256대2.012종일반주거지역공작물설치태양광발전시설2019-11-04
6서울특별시 광나루로56길 89공원5.76제1종일반주거지역공작물설치태양광발전시설2019-11-07
7서울특별시 천호대로 112길 56주차장2.88제1종일반주거지역공작물설치태양광발전시설2019-12-06
8서울특별시 동일로 347대1.55제2종일반주거지역공작물설치태양광발전시설2020-01-07
9서울특별시 뚝섬로 568대1.6제3종일반주거지역공작물설치태양광발전시설2020-07-03
위치지목허가면적용도지역허가구분공작물종류허가일
32서울특별시 광진구 화양동 1학교용지842.5제2종일반주거지역공작물설치태양광발전시설2023-09-07
33서울특별시 광진구 화양동 1 외 31필지 (학생회관 옥상)학교용지502.5제2종일반주거지역공작물설치태양광발전시설2023-09-07
34서울특별시 광진구 화양동 1 외 31필지 (창의관 별관 옥상)학교용지262.6제2종일반주거지역공작물설치태양광발전시설2023-09-07
35서울특별시 광진구 화양동 1 외 31필지(교육연수원 옥상)학교용지206.2제2종일반주거지역공작물설치태양광발전시설2023-09-07
36서울특별시 화양동 1 외 31필지(법학관 옥상)학교용지450.3제2종일반주거지역공작물설치태양광발전시설2023-09-07
37서울특별시 광진구 화양동 1 외 31필지(상허기념도서관 옥상)학교용지876.0제2종일반주거지역공작물설치태양광발전시설2023-09-07
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