Overview

Dataset statistics

Number of variables13
Number of observations71
Missing cells4
Missing cells (%)0.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.6 KiB
Average record size in memory109.9 B

Variable types

Numeric3
Text4
Categorical5
DateTime1

Dataset

Description강원도_동해시_태양광발전소현황(발전소명, 주소, 설비용량, 최초허가일 등) 허가일 기준: 2015~2022.10.12.
Author강원도 동해시
URLhttps://www.data.go.kr/data/15034017/fileData.do

Alerts

주파수(Hz) has constant value ""Constant
데이터기준일자 has constant value ""Constant
순번 is highly overall correlated with 영업구분High correlation
설비용량(KW) is highly overall correlated with 설치면적(제곱미터)High correlation
설치면적(제곱미터) is highly overall correlated with 설비용량(KW) and 1 other fieldsHigh correlation
영업구분 is highly overall correlated with 순번High correlation
지목 is highly overall correlated with 설치면적(제곱미터)High correlation
지목 is highly imbalanced (58.8%)Imbalance
공급전압(V) is highly imbalanced (66.8%)Imbalance
소재지(도로명) has 4 (5.6%) missing valuesMissing
순번 has unique valuesUnique
발전소명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 17:16:34.312989
Analysis finished2023-12-12 17:16:36.701148
Duration2.39 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct71
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36
Minimum1
Maximum71
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size771.0 B
2023-12-13T02:16:36.768944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile4.5
Q118.5
median36
Q353.5
95-th percentile67.5
Maximum71
Range70
Interquartile range (IQR)35

Descriptive statistics

Standard deviation20.639767
Coefficient of variation (CV)0.57332687
Kurtosis-1.2
Mean36
Median Absolute Deviation (MAD)18
Skewness0
Sum2556
Variance426
MonotonicityStrictly increasing
2023-12-13T02:16:36.910437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.4%
2 1
 
1.4%
53 1
 
1.4%
52 1
 
1.4%
51 1
 
1.4%
50 1
 
1.4%
49 1
 
1.4%
48 1
 
1.4%
47 1
 
1.4%
46 1
 
1.4%
Other values (61) 61
85.9%
ValueCountFrequency (%)
1 1
1.4%
2 1
1.4%
3 1
1.4%
4 1
1.4%
5 1
1.4%
6 1
1.4%
7 1
1.4%
8 1
1.4%
9 1
1.4%
10 1
1.4%
ValueCountFrequency (%)
71 1
1.4%
70 1
1.4%
69 1
1.4%
68 1
1.4%
67 1
1.4%
66 1
1.4%
65 1
1.4%
64 1
1.4%
63 1
1.4%
62 1
1.4%

발전소명
Text

UNIQUE 

Distinct71
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size700.0 B
2023-12-13T02:16:37.202625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length16
Mean length10.901408
Min length3

Characters and Unicode

Total characters774
Distinct characters135
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique71 ?
Unique (%)100.0%

Sample

1st row(주)강원학교태양광(동해 묵호중 태양광발전소)
2nd row(주)강원학교태양광(동해 동호초 태양광발전소)
3rd row(주)강원학교태양광(동해 묵호고 태양광발전소)
4th row동해1호 태양광발전소
5th row태화마트 제2 태양광발전소
ValueCountFrequency (%)
태양광발전소 46
33.1%
동해 6
 
4.3%
발전소 6
 
4.3%
동트는동해 5
 
3.6%
주)강원학교태양광(동해 3
 
2.2%
더썬 1
 
0.7%
정연화 1
 
0.7%
간촌 1
 
0.7%
명성2호 1
 
0.7%
청운 1
 
0.7%
Other values (68) 68
48.9%
2023-12-13T02:16:37.665850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
태 69
 
8.9%
양 69
 
8.9%
전 68
 
8.8%
68
 
8.8%
광 68
 
8.8%
소 67
 
8.7%
발 67
 
8.7%
동 26
 
3.4%
해 18
 
2.3%
호 9
 
1.2%
Other values (125) 245
31.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 668
86.3%
Space Separator 68
 
8.8%
Decimal Number 14
 
1.8%
Open Punctuation 9
 
1.2%
Close Punctuation 9
 
1.2%
Uppercase Letter 5
 
0.6%
Other Symbol 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
태 69
 
10.3%
양 69
 
10.3%
전 68
 
10.2%
광 68
 
10.2%
소 67
 
10.0%
발 67
 
10.0%
동 26
 
3.9%
해 18
 
2.7%
호 9
 
1.3%
트 7
 
1.0%
Other values (112) 200
29.9%
Uppercase Letter
ValueCountFrequency (%)
B 1
20.0%
E 1
20.0%
D 1
20.0%
C 1
20.0%
A 1
20.0%
Decimal Number
ValueCountFrequency (%)
2 6
42.9%
1 5
35.7%
3 2
 
14.3%
4 1
 
7.1%
Space Separator
ValueCountFrequency (%)
68
100.0%
Open Punctuation
ValueCountFrequency (%)
( 9
100.0%
Close Punctuation
ValueCountFrequency (%)
) 9
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 669
86.4%
Common 100
 
12.9%
Latin 5
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
태 69
 
10.3%
양 69
 
10.3%
전 68
 
10.2%
광 68
 
10.2%
소 67
 
10.0%
발 67
 
10.0%
동 26
 
3.9%
해 18
 
2.7%
호 9
 
1.3%
트 7
 
1.0%
Other values (113) 201
30.0%
Common
ValueCountFrequency (%)
68
68.0%
( 9
 
9.0%
) 9
 
9.0%
2 6
 
6.0%
1 5
 
5.0%
3 2
 
2.0%
4 1
 
1.0%
Latin
ValueCountFrequency (%)
B 1
20.0%
E 1
20.0%
D 1
20.0%
C 1
20.0%
A 1
20.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 668
86.3%
ASCII 105
 
13.6%
None 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
태 69
 
10.3%
양 69
 
10.3%
전 68
 
10.2%
광 68
 
10.2%
소 67
 
10.0%
발 67
 
10.0%
동 26
 
3.9%
해 18
 
2.7%
호 9
 
1.3%
트 7
 
1.0%
Other values (112) 200
29.9%
ASCII
ValueCountFrequency (%)
68
64.8%
( 9
 
8.6%
) 9
 
8.6%
2 6
 
5.7%
1 5
 
4.8%
3 2
 
1.9%
B 1
 
1.0%
4 1
 
1.0%
E 1
 
1.0%
D 1
 
1.0%
Other values (2) 2
 
1.9%
None
ValueCountFrequency (%)
㈜ 1
100.0%

소재지(도로명)
Text

MISSING 

Distinct57
Distinct (%)85.1%
Missing4
Missing (%)5.6%
Memory size700.0 B
2023-12-13T02:16:38.032717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length49
Median length44
Mean length26.656716
Min length19

Characters and Unicode

Total characters1786
Distinct characters149
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

Unique51 ?
Unique (%)76.1%

Sample

1st row강원도 동해시 향로3길 42 (발한동)
2nd row강원도 동해시 발한로 123 (발한동)
3rd row강원도 강릉시 남산초교길 18, 1층 (내곡동)
4th row강원도 동해시 공단2로 74-1 (구호동)
5th row강원도 동해시 청운2길 42 (쇄운동)
ValueCountFrequency (%)
강원도 64
 
16.8%
동해시 62
 
16.3%
천곡동 11
 
2.9%
구호동 10
 
2.6%
효가동 8
 
2.1%
천곡로 7
 
1.8%
쇄운동 6
 
1.6%
공단7로 6
 
1.6%
발한동 6
 
1.6%
77 5
 
1.3%
Other values (147) 195
51.3%
2023-12-13T02:16:38.623320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
313
17.5%
동 157
 
8.8%
해 78
 
4.4%
시 72
 
4.0%
도 70
 
3.9%
원 70
 
3.9%
) 70
 
3.9%
( 70
 
3.9%
강 67
 
3.8%
1 54
 
3.0%
Other values (139) 765
42.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1017
56.9%
Space Separator 313
 
17.5%
Decimal Number 254
 
14.2%
Close Punctuation 70
 
3.9%
Open Punctuation 70
 
3.9%
Other Punctuation 39
 
2.2%
Dash Punctuation 23
 
1.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 157
15.4%
해 78
 
7.7%
시 72
 
7.1%
도 70
 
6.9%
원 70
 
6.9%
강 67
 
6.6%
로 44
 
4.3%
길 27
 
2.7%
호 23
 
2.3%
곡 22
 
2.2%
Other values (124) 387
38.1%
Decimal Number
ValueCountFrequency (%)
1 54
21.3%
2 43
16.9%
7 37
14.6%
0 28
11.0%
5 23
9.1%
3 21
 
8.3%
4 15
 
5.9%
6 12
 
4.7%
8 12
 
4.7%
9 9
 
3.5%
Space Separator
ValueCountFrequency (%)
313
100.0%
Close Punctuation
ValueCountFrequency (%)
) 70
100.0%
Open Punctuation
ValueCountFrequency (%)
( 70
100.0%
Other Punctuation
ValueCountFrequency (%)
, 39
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 23
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1017
56.9%
Common 769
43.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 157
15.4%
해 78
 
7.7%
시 72
 
7.1%
도 70
 
6.9%
원 70
 
6.9%
강 67
 
6.6%
로 44
 
4.3%
길 27
 
2.7%
호 23
 
2.3%
곡 22
 
2.2%
Other values (124) 387
38.1%
Common
ValueCountFrequency (%)
313
40.7%
) 70
 
9.1%
( 70
 
9.1%
1 54
 
7.0%
2 43
 
5.6%
, 39
 
5.1%
7 37
 
4.8%
0 28
 
3.6%
- 23
 
3.0%
5 23
 
3.0%
Other values (5) 69
 
9.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1017
56.9%
ASCII 769
43.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
313
40.7%
) 70
 
9.1%
( 70
 
9.1%
1 54
 
7.0%
2 43
 
5.6%
, 39
 
5.1%
7 37
 
4.8%
0 28
 
3.6%
- 23
 
3.0%
5 23
 
3.0%
Other values (5) 69
 
9.0%
Hangul
ValueCountFrequency (%)
동 157
15.4%
해 78
 
7.7%
시 72
 
7.1%
도 70
 
6.9%
원 70
 
6.9%
강 67
 
6.6%
로 44
 
4.3%
길 27
 
2.7%
호 23
 
2.3%
곡 22
 
2.2%
Other values (124) 387
38.1%

소재지(지번)
Text

Distinct58
Distinct (%)81.7%
Missing0
Missing (%)0.0%
Memory size700.0 B
2023-12-13T02:16:38.994074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length30
Median length27
Mean length21.070423
Min length15

Characters and Unicode

Total characters1496
Distinct characters121
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

Unique52 ?
Unique (%)73.2%

Sample

1st row강원도 동해시 발한동 190번지
2nd row강원도 동해시 발한동 572번지 2호
3rd row강원도 강릉시 내곡동 107번지 3호
4th row강원도 동해시 구호동 236번지 25호
5th row강원도 동해시 쇄운동 13번지 1호
ValueCountFrequency (%)
강원도 69
19.8%
동해시 67
19.3%
구호동 15
 
4.3%
천곡동 12
 
3.4%
발한동 11
 
3.2%
1호 8
 
2.3%
효가동 8
 
2.3%
쇄운동 6
 
1.7%
806번지 5
 
1.4%
동해시청 5
 
1.4%
Other values (108) 142
40.8%
2023-12-13T02:16:39.555757image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
277
18.5%
동 151
 
10.1%
해 77
 
5.1%
시 76
 
5.1%
원 74
 
4.9%
도 73
 
4.9%
강 72
 
4.8%
1 45
 
3.0%
호 39
 
2.6%
2 38
 
2.5%
Other values (111) 574
38.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 905
60.5%
Space Separator 277
 
18.5%
Decimal Number 276
 
18.4%
Dash Punctuation 27
 
1.8%
Open Punctuation 5
 
0.3%
Close Punctuation 5
 
0.3%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 151
16.7%
해 77
 
8.5%
시 76
 
8.4%
원 74
 
8.2%
도 73
 
8.1%
강 72
 
8.0%
호 39
 
4.3%
지 36
 
4.0%
번 34
 
3.8%
구 18
 
2.0%
Other values (96) 255
28.2%
Decimal Number
ValueCountFrequency (%)
1 45
16.3%
2 38
13.8%
8 36
13.0%
3 32
11.6%
6 28
10.1%
5 24
8.7%
0 24
8.7%
4 23
8.3%
9 14
 
5.1%
7 12
 
4.3%
Space Separator
ValueCountFrequency (%)
277
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 27
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 905
60.5%
Common 591
39.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 151
16.7%
해 77
 
8.5%
시 76
 
8.4%
원 74
 
8.2%
도 73
 
8.1%
강 72
 
8.0%
호 39
 
4.3%
지 36
 
4.0%
번 34
 
3.8%
구 18
 
2.0%
Other values (96) 255
28.2%
Common
ValueCountFrequency (%)
277
46.9%
1 45
 
7.6%
2 38
 
6.4%
8 36
 
6.1%
3 32
 
5.4%
6 28
 
4.7%
- 27
 
4.6%
5 24
 
4.1%
0 24
 
4.1%
4 23
 
3.9%
Other values (5) 37
 
6.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 905
60.5%
ASCII 591
39.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
277
46.9%
1 45
 
7.6%
2 38
 
6.4%
8 36
 
6.1%
3 32
 
5.4%
6 28
 
4.7%
- 27
 
4.6%
5 24
 
4.1%
0 24
 
4.1%
4 23
 
3.9%
Other values (5) 37
 
6.3%
Hangul
ValueCountFrequency (%)
동 151
16.7%
해 77
 
8.5%
시 76
 
8.4%
원 74
 
8.2%
도 73
 
8.1%
강 72
 
8.0%
호 39
 
4.3%
지 36
 
4.0%
번 34
 
3.8%
구 18
 
2.0%
Other values (96) 255
28.2%

설치장소 도로명주소
Text

Distinct64
Distinct (%)90.1%
Missing0
Missing (%)0.0%
Memory size700.0 B
2023-12-13T02:16:39.942334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length33
Median length31
Mean length23.408451
Min length19

Characters and Unicode

Total characters1662
Distinct characters128
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

Unique62 ?
Unique (%)87.3%

Sample

1st row강원도 동해시 향로3길 42 (발한동)
2nd row강원도 동해시 발한로 123 (발한동)
3rd row강원도 동해시 승지로 37 (부곡동)
4th row강원도 동해시 공단2로 74-1 (구호동)
5th row강원도 동해시 청운2길 42 (쇄운동)
ValueCountFrequency (%)
강원도 71
19.9%
동해시 71
19.9%
구호동 12
 
3.4%
발한동 11
 
3.1%
쇄운동 8
 
2.2%
1호 7
 
2.0%
681번지 6
 
1.7%
공단2로 6
 
1.7%
천곡동 6
 
1.7%
공단7로 5
 
1.4%
Other values (127) 154
43.1%
2023-12-13T02:16:40.483740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
286
17.2%
동 153
 
9.2%
해 80
 
4.8%
원 75
 
4.5%
강 73
 
4.4%
도 73
 
4.4%
시 73
 
4.4%
( 68
 
4.1%
) 68
 
4.1%
1 60
 
3.6%
Other values (118) 653
39.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 972
58.5%
Space Separator 286
 
17.2%
Decimal Number 229
 
13.8%
Open Punctuation 68
 
4.1%
Close Punctuation 68
 
4.1%
Dash Punctuation 22
 
1.3%
Other Punctuation 17
 
1.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 153
15.7%
해 80
 
8.2%
원 75
 
7.7%
강 73
 
7.5%
도 73
 
7.5%
시 73
 
7.5%
로 41
 
4.2%
호 26
 
2.7%
길 24
 
2.5%
구 23
 
2.4%
Other values (103) 331
34.1%
Decimal Number
ValueCountFrequency (%)
1 60
26.2%
2 35
15.3%
7 26
11.4%
3 24
 
10.5%
6 18
 
7.9%
4 16
 
7.0%
8 15
 
6.6%
5 15
 
6.6%
0 12
 
5.2%
9 8
 
3.5%
Space Separator
ValueCountFrequency (%)
286
100.0%
Open Punctuation
ValueCountFrequency (%)
( 68
100.0%
Close Punctuation
ValueCountFrequency (%)
) 68
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 22
100.0%
Other Punctuation
ValueCountFrequency (%)
, 17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 972
58.5%
Common 690
41.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 153
15.7%
해 80
 
8.2%
원 75
 
7.7%
강 73
 
7.5%
도 73
 
7.5%
시 73
 
7.5%
로 41
 
4.2%
호 26
 
2.7%
길 24
 
2.5%
구 23
 
2.4%
Other values (103) 331
34.1%
Common
ValueCountFrequency (%)
286
41.4%
( 68
 
9.9%
) 68
 
9.9%
1 60
 
8.7%
2 35
 
5.1%
7 26
 
3.8%
3 24
 
3.5%
- 22
 
3.2%
6 18
 
2.6%
, 17
 
2.5%
Other values (5) 66
 
9.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 972
58.5%
ASCII 690
41.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
286
41.4%
( 68
 
9.9%
) 68
 
9.9%
1 60
 
8.7%
2 35
 
5.1%
7 26
 
3.8%
3 24
 
3.5%
- 22
 
3.2%
6 18
 
2.6%
, 17
 
2.5%
Other values (5) 66
 
9.6%
Hangul
ValueCountFrequency (%)
동 153
15.7%
해 80
 
8.2%
원 75
 
7.7%
강 73
 
7.5%
도 73
 
7.5%
시 73
 
7.5%
로 41
 
4.2%
호 26
 
2.7%
길 24
 
2.5%
구 23
 
2.4%
Other values (103) 331
34.1%

영업구분
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size700.0 B
사업개시
50 
인허가
16 
공사진행
 
5

Length

Max length4
Median length4
Mean length3.7746479
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사업개시 50
70.4%
인허가 16
 
22.5%
공사진행 5
 
7.0%

Length

2023-12-13T02:16:40.678342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:16:40.817895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사업개시 50
70.4%
인허가 16
 
22.5%
공사진행 5
 
7.0%

설비용량(KW)
Real number (ℝ)

HIGH CORRELATION 

Distinct58
Distinct (%)81.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean117.76958
Minimum9.78
Maximum999.9
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size771.0 B
2023-12-13T02:16:40.964458image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum9.78
5-th percentile15.715
Q119.98
median95.94
Q399.94
95-th percentile416.88
Maximum999.9
Range990.12
Interquartile range (IQR)79.96

Descriptive statistics

Standard deviation153.18638
Coefficient of variation (CV)1.3007296
Kurtosis15.437838
Mean117.76958
Median Absolute Deviation (MAD)66.24
Skewness3.3750769
Sum8361.64
Variance23466.067
MonotonicityNot monotonic
2023-12-13T02:16:41.155607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
18.0 3
 
4.2%
97.2 3
 
4.2%
19.98 3
 
4.2%
19.2 3
 
4.2%
99.0 3
 
4.2%
29.7 2
 
2.8%
97.44 2
 
2.8%
151.2 2
 
2.8%
29.12 1
 
1.4%
324.48 1
 
1.4%
Other values (48) 48
67.6%
ValueCountFrequency (%)
9.78 1
 
1.4%
9.92 1
 
1.4%
10.2 1
 
1.4%
15.0 1
 
1.4%
16.43 1
 
1.4%
17.0 1
 
1.4%
18.0 3
4.2%
18.72 1
 
1.4%
18.92 1
 
1.4%
19.2 3
4.2%
ValueCountFrequency (%)
999.9 1
1.4%
459.25 1
1.4%
453.44 1
1.4%
432.0 1
1.4%
401.76 1
1.4%
346.62 1
1.4%
324.48 1
1.4%
297.57 1
1.4%
276.48 1
1.4%
226.8 1
1.4%

설치면적(제곱미터)
Real number (ℝ)

HIGH CORRELATION 

Distinct60
Distinct (%)84.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean728.08493
Minimum53
Maximum6666
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size771.0 B
2023-12-13T02:16:41.350987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum53
5-th percentile86.94
Q1131.5
median500
Q3928.75
95-th percentile2218.265
Maximum6666
Range6613
Interquartile range (IQR)797.25

Descriptive statistics

Standard deviation990.66436
Coefficient of variation (CV)1.360644
Kurtosis19.241758
Mean728.08493
Median Absolute Deviation (MAD)379
Skewness3.8414476
Sum51694.03
Variance981415.88
MonotonicityNot monotonic
2023-12-13T02:16:41.564242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1000.0 5
 
7.0%
100.58 4
 
5.6%
92.51 2
 
2.8%
680.0 2
 
2.8%
86.94 2
 
2.8%
500.0 2
 
2.8%
334.56 1
 
1.4%
1514.0 1
 
1.4%
93.98 1
 
1.4%
109.59 1
 
1.4%
Other values (50) 50
70.4%
ValueCountFrequency (%)
53.0 1
 
1.4%
80.0 1
 
1.4%
85.7 1
 
1.4%
86.94 2
2.8%
92.51 2
2.8%
93.98 1
 
1.4%
100.58 4
5.6%
102.0 1
 
1.4%
109.59 1
 
1.4%
112.0 1
 
1.4%
ValueCountFrequency (%)
6666.0 1
1.4%
4000.0 1
1.4%
2400.0 1
1.4%
2268.15 1
1.4%
2168.38 1
1.4%
2161.0 1
1.4%
1536.0 1
1.4%
1514.0 1
1.4%
1427.03 1
1.4%
1168.59 1
1.4%

지목
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size700.0 B
건물활용
61 
토지
9 
토지, 건물활용
 
1

Length

Max length8
Median length4
Mean length3.8028169
Min length2

Unique

Unique1 ?
Unique (%)1.4%

Sample

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

Common Values

ValueCountFrequency (%)
건물활용 61
85.9%
토지 9
 
12.7%
토지, 건물활용 1
 
1.4%

Length

2023-12-13T02:16:41.752882image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:16:41.915748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
건물활용 62
86.1%
토지 10
 
13.9%

공급전압(V)
Categorical

IMBALANCE 

Distinct5
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size700.0 B
380
62 
220/380
 
4
220
 
3
22900
 
1
380/220
 
1

Length

Max length7
Median length3
Mean length3.3098592
Min length3

Unique

Unique2 ?
Unique (%)2.8%

Sample

1st row220/380
2nd row220/380
3rd row220/380
4th row380
5th row380

Common Values

ValueCountFrequency (%)
380 62
87.3%
220/380 4
 
5.6%
220 3
 
4.2%
22900 1
 
1.4%
380/220 1
 
1.4%

Length

2023-12-13T02:16:42.066126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:16:42.242431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
380 62
87.3%
220/380 4
 
5.6%
220 3
 
4.2%
22900 1
 
1.4%
380/220 1
 
1.4%

주파수(Hz)
Categorical

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size700.0 B
60
71 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row60
2nd row60
3rd row60
4th row60
5th row60

Common Values

ValueCountFrequency (%)
60 71
100.0%

Length

2023-12-13T02:16:42.388008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:16:42.492280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
60 71
100.0%

허가일자
Date

Distinct47
Distinct (%)66.2%
Missing0
Missing (%)0.0%
Memory size700.0 B
Minimum2015-11-16 00:00:00
Maximum2022-09-13 00:00:00
2023-12-13T02:16:42.604355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:16:42.746850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size700.0 B
2022-10-12
71 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-10-12
2nd row2022-10-12
3rd row2022-10-12
4th row2022-10-12
5th row2022-10-12

Common Values

ValueCountFrequency (%)
2022-10-12 71
100.0%

Length

2023-12-13T02:16:42.874723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:16:42.989391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-10-12 71
100.0%

Interactions

2023-12-13T02:16:35.841172image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:16:35.196795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:16:35.539976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:16:35.931034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:16:35.321912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:16:35.646712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:16:36.009114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:16:35.428015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:16:35.738420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T02:16:43.062255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발전소명소재지(도로명)소재지(지번)설치장소 도로명주소영업구분설비용량(KW)설치면적(제곱미터)지목공급전압(V)허가일자
순번1.0001.0000.9960.9951.0000.7380.0000.4020.6550.4890.996
발전소명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소재지(도로명)0.9961.0001.0001.0000.9941.0000.0000.0000.0001.0000.999
소재지(지번)0.9951.0001.0001.0000.9970.9860.0000.0000.0001.0000.999
설치장소 도로명주소1.0001.0000.9940.9971.0001.0000.5280.0001.0001.0001.000
영업구분0.7381.0001.0000.9861.0001.0000.4190.0000.2490.0000.951
설비용량(KW)0.0001.0000.0000.0000.5280.4191.0000.9490.7540.5900.000
설치면적(제곱미터)0.4021.0000.0000.0000.0000.0000.9491.0000.9120.5940.000
지목0.6551.0000.0000.0001.0000.2490.7540.9121.0000.0550.000
공급전압(V)0.4891.0001.0001.0001.0000.0000.5900.5940.0551.0001.000
허가일자0.9961.0000.9990.9991.0000.9510.0000.0000.0001.0001.000
2023-12-13T02:16:43.181086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
영업구분지목공급전압(V)
영업구분1.0000.0780.000
지목0.0781.0000.028
공급전압(V)0.0000.0281.000
2023-12-13T02:16:43.262000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번설비용량(KW)설치면적(제곱미터)영업구분지목공급전압(V)
순번1.000-0.063-0.2430.5720.3830.253
설비용량(KW)-0.0631.0000.8100.1840.4210.446
설치면적(제곱미터)-0.2430.8101.0000.0000.6300.450
영업구분0.5720.1840.0001.0000.0780.000
지목0.3830.4210.6300.0781.0000.028
공급전압(V)0.2530.4460.4500.0000.0281.000

Missing values

2023-12-13T02:16:36.122978image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T02:16:36.280865image/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

순번발전소명소재지(도로명)소재지(지번)설치장소 도로명주소영업구분설비용량(KW)설치면적(제곱미터)지목공급전압(V)주파수(Hz)허가일자데이터기준일자
01(주)강원학교태양광(동해 묵호중 태양광발전소)강원도 동해시 향로3길 42 (발한동)강원도 동해시 발한동 190번지강원도 동해시 향로3길 42 (발한동)사업개시99.84613.0건물활용220/380602015-11-162022-10-12
12(주)강원학교태양광(동해 동호초 태양광발전소)강원도 동해시 발한로 123 (발한동)강원도 동해시 발한동 572번지 2호강원도 동해시 발한로 123 (발한동)사업개시93.6642.0건물활용220/380602015-11-162022-10-12
23(주)강원학교태양광(동해 묵호고 태양광발전소)강원도 강릉시 남산초교길 18, 1층 (내곡동)강원도 강릉시 내곡동 107번지 3호강원도 동해시 승지로 37 (부곡동)사업개시96.72602.0건물활용220/380602015-11-162022-10-12
34동해1호 태양광발전소강원도 동해시 공단2로 74-1 (구호동)강원도 동해시 구호동 236번지 25호강원도 동해시 공단2로 74-1 (구호동)사업개시98.28680.0건물활용380602016-01-132022-10-12
45태화마트 제2 태양광발전소강원도 동해시 청운2길 42 (쇄운동)강원도 동해시 쇄운동 13번지 1호강원도 동해시 청운2길 42 (쇄운동)사업개시99.2626.0건물활용380602016-01-132022-10-12
56운흥양림조합발전소강원도 동해시 효가리본길 10-1 (효가동)강원도 동해시 효가동 462번지 5호강원도 동해시 지흥동 산 113번지사업개시151.2946.0토지380602016-08-172022-10-12
67케스코강원도 동해시 천곡로 15, 22동 301호 (천곡동)강원도 동해시 천곡동 794번지강원도 동해시 청운로 69-1 (쇄운동)사업개시96.48680.0건물활용380602017-03-312022-10-12
78골말1 태양광발전소<NA>강원도 동해시 발한동 681번지 1호강원도 동해시 발한동 681번지 1호사업개시97.21000.0토지380602017-07-042022-10-12
89유은에너지<NA>강원도 동해시 발한동 681번지 1호강원도 동해시 발한동 681번지 1호사업개시97.21000.0토지380602017-07-042022-10-12
910미래솔라텍<NA>강원도 동해시 발한동 681번지 1호강원도 동해시 발한동 681번지 1호사업개시401.764000.0토지380602017-07-042022-10-12
순번발전소명소재지(도로명)소재지(지번)설치장소 도로명주소영업구분설비용량(KW)설치면적(제곱미터)지목공급전압(V)주파수(Hz)허가일자데이터기준일자
6162남해 태양광발전소강원도 동해시 공단3로 47, 경신조경원(주) (구호동)강원도 동해시 구호동 243-16 경신조경원(주)강원도 동해시 공단3로 47, 경신조경원(주) (구호동)인허가459.25140.23건물활용380602022-06-242022-10-12
6263서해 태양광발전소강원도 동해시 공단3로 47, 경신조경원(주) (구호동)강원도 동해시 구호동 243-16 경신조경원(주)강원도 동해시 공단3로 47, 경신조경원(주) (구호동)인허가29.7116.86건물활용380602022-06-242022-10-12
6364동해 태양광발전소강원도 동해시 공단3로 47, 경신조경원(주) (구호동)강원도 동해시 구호동 243-16 경신조경원(주)강원도 동해시 공단3로 47, 경신조경원(주) (구호동)인허가29.71168.59건물활용380602022-06-242022-10-12
6465대신정기화물자동차㈜ 영동남부물류센터 태양광발전소강원도 동해시 공단7로 1(구호동)강원도 동해시 구호동 235-2강원도 동해시 공단7로 1(구호동)인허가453.442161.0건물활용380602022-07-272022-10-12
6566동해 명성3호 태양광발전소강원도 동해시 동해대로 4761(단봉동)강원도 동해시 단봉동 270-8강원도 동해시 동해대로 4761(단봉동)인허가149.87683.39건물활용380602022-07-272022-10-12
6667느릅재 태양광발전소강원도 동해시 해안로 635-5, 101동 5층 504호 (발한동, 동해발한석미모닝파크)강원도 동해시 발한동 778 동해발한석미모닝파크강원도 동해시 느릅재길 235(발한동)공사진행99.71580.0건물활용380602022-08-222022-10-12
6768남도1 태양광발전소강원도 동해시 대동로 75, 남도전기조명 (구미동)강원도 동해시 구미동 588-8 남도전기조명강원도 동해시 대동로 75, 남도전기조명 (구미동)공사진행18.086.94건물활용380602022-08-262022-10-12
6869남도2 태양광발전소강원도 동해시 대동로 75, 남도전기조명 (구미동)강원도 동해시 구미동 588-8 남도전기조명강원도 동해시 구미택지2길 38(구미동)공사진행18.086.94건물활용380602022-08-262022-10-12
6970세원 태양광발전소강원도 동해시 양지길 20-2, 103동 1802호 (효가동, 동아 더 프라임 아파트)강원도 동해시 효가동 480 동아 더 프라임 아파트강원도 동해시 공단2로 78(구호동)인허가29.9150.0건물활용380602022-09-132022-10-12
7071이레 태양광발전소강원도 동해시 양지길 20-2, 103동 1802호 (효가동, 동아 더 프라임 아파트)강원도 동해시 효가동 480 동아 더 프라임 아파트강원도 동해시 공단2로 78-1(구호동)인허가27.6135.0건물활용380602022-09-132022-10-12