Overview

Dataset statistics

Number of variables6
Number of observations89
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.5 KiB
Average record size in memory51.5 B

Variable types

Numeric2
DateTime2
Text2

Dataset

Description경상남도청에서 관리하는 태양광발전 설치 현황입니다. 태양광 발전 설치의 상호, 설비용량, 설치장소 등에 관한 정보를 제공합니다.
Author경상남도
URLhttps://www.data.go.kr/data/15048760/fileData.do

Alerts

번호 has unique valuesUnique
상호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 03:30:47.964234
Analysis finished2023-12-12 03:30:49.858411
Duration1.89 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct89
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45
Minimum1
Maximum89
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size933.0 B
2023-12-12T12:30:49.994276image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.4
Q123
median45
Q367
95-th percentile84.6
Maximum89
Range88
Interquartile range (IQR)44

Descriptive statistics

Standard deviation25.836021
Coefficient of variation (CV)0.57413381
Kurtosis-1.2
Mean45
Median Absolute Deviation (MAD)22
Skewness0
Sum4005
Variance667.5
MonotonicityStrictly increasing
2023-12-12T12:30:50.168716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.1%
68 1
 
1.1%
66 1
 
1.1%
65 1
 
1.1%
64 1
 
1.1%
63 1
 
1.1%
62 1
 
1.1%
61 1
 
1.1%
60 1
 
1.1%
59 1
 
1.1%
Other values (79) 79
88.8%
ValueCountFrequency (%)
1 1
1.1%
2 1
1.1%
3 1
1.1%
4 1
1.1%
5 1
1.1%
6 1
1.1%
7 1
1.1%
8 1
1.1%
9 1
1.1%
10 1
1.1%
ValueCountFrequency (%)
89 1
1.1%
88 1
1.1%
87 1
1.1%
86 1
1.1%
85 1
1.1%
84 1
1.1%
83 1
1.1%
82 1
1.1%
81 1
1.1%
80 1
1.1%

허가일자
Date

Distinct79
Distinct (%)88.8%
Missing0
Missing (%)0.0%
Memory size844.0 B
Minimum2007-01-10 00:00:00
Maximum2022-06-23 00:00:00
2023-12-12T12:30:50.352879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:30:50.527701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

상호
Text

UNIQUE 

Distinct89
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size844.0 B
2023-12-12T12:30:50.844986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length40
Median length27
Mean length18.988764
Min length5

Characters and Unicode

Total characters1690
Distinct characters208
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

Unique89 ?
Unique (%)100.0%

Sample

1st row(주)한국카본(한국카본솔렉트 초동 발전소)
2nd row주식회사 플레이팩토리 3호(주식회사 플레이팩토리 3호)
3rd row(주)부산도시가스(지엠엘 태양광발전소)
4th row메가세븐주식회사(사천HSG태양광발전소)
5th row메가세븐(주) 창원HSG 태양광발전소
ValueCountFrequency (%)
태양광발전소 25
 
13.7%
주식회사 18
 
9.9%
유한회사 4
 
2.2%
한국농어촌공사 4
 
2.2%
발전소 3
 
1.6%
플레이팩토리 2
 
1.1%
유)라미솔라 2
 
1.1%
라미솔라 2
 
1.1%
코리아에너지발전소(주 2
 
1.1%
수상태양광발전소 2
 
1.1%
Other values (118) 118
64.8%
2023-12-12T12:30:51.298865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
93
 
5.5%
전 78
 
4.6%
( 77
 
4.6%
) 77
 
4.6%
발 76
 
4.5%
양 73
 
4.3%
소 71
 
4.2%
광 71
 
4.2%
태 71
 
4.2%
주 67
 
4.0%
Other values (198) 936
55.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1353
80.1%
Space Separator 93
 
5.5%
Open Punctuation 82
 
4.9%
Close Punctuation 82
 
4.9%
Decimal Number 36
 
2.1%
Uppercase Letter 27
 
1.6%
Lowercase Letter 10
 
0.6%
Dash Punctuation 6
 
0.4%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
전 78
 
5.8%
발 76
 
5.6%
양 73
 
5.4%
소 71
 
5.2%
광 71
 
5.2%
태 71
 
5.2%
주 67
 
5.0%
에 51
 
3.8%
사 49
 
3.6%
지 42
 
3.1%
Other values (165) 704
52.0%
Uppercase Letter
ValueCountFrequency (%)
S 5
18.5%
G 4
14.8%
M 2
 
7.4%
F 2
 
7.4%
H 2
 
7.4%
V 2
 
7.4%
L 2
 
7.4%
I 2
 
7.4%
K 1
 
3.7%
C 1
 
3.7%
Other values (4) 4
14.8%
Decimal Number
ValueCountFrequency (%)
1 12
33.3%
2 7
19.4%
4 5
13.9%
3 5
13.9%
5 3
 
8.3%
7 2
 
5.6%
6 2
 
5.6%
Lowercase Letter
ValueCountFrequency (%)
e 2
20.0%
o 2
20.0%
c 2
20.0%
p 2
20.0%
k 2
20.0%
Open Punctuation
ValueCountFrequency (%)
( 77
93.9%
[ 5
 
6.1%
Close Punctuation
ValueCountFrequency (%)
) 77
93.9%
] 5
 
6.1%
Space Separator
ValueCountFrequency (%)
93
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%
Other Punctuation
ValueCountFrequency (%)
: 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1353
80.1%
Common 300
 
17.8%
Latin 37
 
2.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
전 78
 
5.8%
발 76
 
5.6%
양 73
 
5.4%
소 71
 
5.2%
광 71
 
5.2%
태 71
 
5.2%
주 67
 
5.0%
에 51
 
3.8%
사 49
 
3.6%
지 42
 
3.1%
Other values (165) 704
52.0%
Latin
ValueCountFrequency (%)
S 5
13.5%
G 4
 
10.8%
M 2
 
5.4%
e 2
 
5.4%
F 2
 
5.4%
o 2
 
5.4%
c 2
 
5.4%
p 2
 
5.4%
k 2
 
5.4%
H 2
 
5.4%
Other values (9) 12
32.4%
Common
ValueCountFrequency (%)
93
31.0%
( 77
25.7%
) 77
25.7%
1 12
 
4.0%
2 7
 
2.3%
- 6
 
2.0%
[ 5
 
1.7%
4 5
 
1.7%
3 5
 
1.7%
] 5
 
1.7%
Other values (4) 8
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1353
80.1%
ASCII 337
 
19.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
93
27.6%
( 77
22.8%
) 77
22.8%
1 12
 
3.6%
2 7
 
2.1%
- 6
 
1.8%
[ 5
 
1.5%
S 5
 
1.5%
4 5
 
1.5%
3 5
 
1.5%
Other values (23) 45
13.4%
Hangul
ValueCountFrequency (%)
전 78
 
5.8%
발 76
 
5.6%
양 73
 
5.4%
소 71
 
5.2%
광 71
 
5.2%
태 71
 
5.2%
주 67
 
5.0%
에 51
 
3.8%
사 49
 
3.6%
지 42
 
3.1%
Other values (165) 704
52.0%

설비용량(킬로와트)
Real number (ℝ)

Distinct76
Distinct (%)85.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1892.0062
Minimum1025.1
Maximum3000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size933.0 B
2023-12-12T12:30:51.483521image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1025.1
5-th percentile1150.464
Q11495.44
median1994.4
Q32281.6
95-th percentile2982.756
Maximum3000
Range1974.9
Interquartile range (IQR)786.16

Descriptive statistics

Standard deviation550.53539
Coefficient of variation (CV)0.2909797
Kurtosis-0.68540287
Mean1892.0062
Median Absolute Deviation (MAD)494.4
Skewness0.42582916
Sum168388.55
Variance303089.21
MonotonicityNot monotonic
2023-12-12T12:30:51.677483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2016.0 4
 
4.5%
1500.0 4
 
4.5%
1200.0 3
 
3.4%
1700.0 2
 
2.2%
1495.44 2
 
2.2%
2000.0 2
 
2.2%
2500.0 2
 
2.2%
2400.0 2
 
2.2%
2113.02 1
 
1.1%
1198.8 1
 
1.1%
Other values (66) 66
74.2%
ValueCountFrequency (%)
1025.1 1
 
1.1%
1037.5 1
 
1.1%
1084.0 1
 
1.1%
1100.05 1
 
1.1%
1144.64 1
 
1.1%
1159.2 1
 
1.1%
1198.8 1
 
1.1%
1200.0 3
3.4%
1211.76 1
 
1.1%
1245.5 1
 
1.1%
ValueCountFrequency (%)
3000.0 1
1.1%
2996.91 1
1.1%
2996.62 1
1.1%
2993.96 1
1.1%
2993.76 1
1.1%
2966.25 1
1.1%
2953.8 1
1.1%
2951.04 1
1.1%
2695.68 1
1.1%
2624.4 1
1.1%

설치장소
Text

Distinct85
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Memory size844.0 B
2023-12-12T12:30:52.056358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length79
Median length41
Mean length29.235955
Min length19

Characters and Unicode

Total characters2602
Distinct characters182
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique82 ?
Unique (%)92.1%

Sample

1st row경상남도 밀양시 초동면 신연로 262, 가,나,다동
2nd row경상남도 김해시 한림면 고모로 800
3rd row경상남도 창원시 진해구 신항7로 132, (주)지엠엘(남문동)
4th row경상남도 사천시 사남면 방지리 735번지
5th row경상남도 창원시 성산구 공단로 160, HSG중공업(주)(신촌동)
ValueCountFrequency (%)
경상남도 89
 
15.6%
산 24
 
4.2%
창원시 18
 
3.2%
의령군 11
 
1.9%
진해구 9
 
1.6%
1호 8
 
1.4%
사천시 8
 
1.4%
창녕군 7
 
1.2%
남해군 7
 
1.2%
김해시 7
 
1.2%
Other values (277) 382
67.0%
2023-12-12T12:30:52.622659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
481
 
18.5%
남 114
 
4.4%
1 112
 
4.3%
상 94
 
3.6%
경 90
 
3.5%
도 90
 
3.5%
산 63
 
2.4%
지 60
 
2.3%
, 58
 
2.2%
2 57
 
2.2%
Other values (172) 1383
53.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1498
57.6%
Space Separator 481
 
18.5%
Decimal Number 477
 
18.3%
Other Punctuation 58
 
2.2%
Dash Punctuation 38
 
1.5%
Close Punctuation 22
 
0.8%
Open Punctuation 22
 
0.8%
Uppercase Letter 6
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 114
 
7.6%
상 94
 
6.3%
경 90
 
6.0%
도 90
 
6.0%
산 63
 
4.2%
지 60
 
4.0%
면 55
 
3.7%
리 53
 
3.5%
번 49
 
3.3%
군 48
 
3.2%
Other values (152) 782
52.2%
Decimal Number
ValueCountFrequency (%)
1 112
23.5%
2 57
11.9%
6 55
11.5%
0 49
10.3%
3 41
 
8.6%
8 39
 
8.2%
4 38
 
8.0%
5 30
 
6.3%
7 29
 
6.1%
9 27
 
5.7%
Uppercase Letter
ValueCountFrequency (%)
S 2
33.3%
G 1
16.7%
H 1
16.7%
A 1
16.7%
B 1
16.7%
Space Separator
ValueCountFrequency (%)
481
100.0%
Other Punctuation
ValueCountFrequency (%)
, 58
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 38
100.0%
Close Punctuation
ValueCountFrequency (%)
) 22
100.0%
Open Punctuation
ValueCountFrequency (%)
( 22
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1498
57.6%
Common 1098
42.2%
Latin 6
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 114
 
7.6%
상 94
 
6.3%
경 90
 
6.0%
도 90
 
6.0%
산 63
 
4.2%
지 60
 
4.0%
면 55
 
3.7%
리 53
 
3.5%
번 49
 
3.3%
군 48
 
3.2%
Other values (152) 782
52.2%
Common
ValueCountFrequency (%)
481
43.8%
1 112
 
10.2%
, 58
 
5.3%
2 57
 
5.2%
6 55
 
5.0%
0 49
 
4.5%
3 41
 
3.7%
8 39
 
3.6%
4 38
 
3.5%
- 38
 
3.5%
Other values (5) 130
 
11.8%
Latin
ValueCountFrequency (%)
S 2
33.3%
G 1
16.7%
H 1
16.7%
A 1
16.7%
B 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1498
57.6%
ASCII 1104
42.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
481
43.6%
1 112
 
10.1%
, 58
 
5.3%
2 57
 
5.2%
6 55
 
5.0%
0 49
 
4.4%
3 41
 
3.7%
8 39
 
3.5%
4 38
 
3.4%
- 38
 
3.4%
Other values (10) 136
 
12.3%
Hangul
ValueCountFrequency (%)
남 114
 
7.6%
상 94
 
6.3%
경 90
 
6.0%
도 90
 
6.0%
산 63
 
4.2%
지 60
 
4.0%
면 55
 
3.7%
리 53
 
3.5%
번 49
 
3.3%
군 48
 
3.2%
Other values (152) 782
52.2%

사업개시일
Date

Distinct82
Distinct (%)92.1%
Missing0
Missing (%)0.0%
Memory size844.0 B
Minimum2007-09-21 00:00:00
Maximum2022-11-18 00:00:00
2023-12-12T12:30:52.808717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:30:52.997962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Interactions

2023-12-12T12:30:49.340324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:30:49.062068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:30:49.483205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:30:49.173974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T12:30:53.146487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호허가일자상호설비용량(킬로와트)설치장소사업개시일
번호1.0000.9851.0000.4000.9460.964
허가일자0.9851.0001.0000.8620.9980.998
상호1.0001.0001.0001.0001.0001.000
설비용량(킬로와트)0.4000.8621.0001.0000.8590.868
설치장소0.9460.9981.0000.8591.0000.999
사업개시일0.9640.9981.0000.8680.9991.000
2023-12-12T12:30:53.300604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호설비용량(킬로와트)
번호1.0000.107
설비용량(킬로와트)0.1071.000

Missing values

2023-12-12T12:30:49.666410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T12:30:49.792942image/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

번호허가일자상호설비용량(킬로와트)설치장소사업개시일
012022-06-23(주)한국카본(한국카본솔렉트 초동 발전소)1144.64경상남도 밀양시 초동면 신연로 262, 가,나,다동2022-11-18
122022-04-04주식회사 플레이팩토리 3호(주식회사 플레이팩토리 3호)1672.92경상남도 김해시 한림면 고모로 8002022-09-27
232021-10-18(주)부산도시가스(지엠엘 태양광발전소)2400.0경상남도 창원시 진해구 신항7로 132, (주)지엠엘(남문동)2022-09-13
342021-09-03메가세븐주식회사(사천HSG태양광발전소)2322.0경상남도 사천시 사남면 방지리 735번지2022-05-30
452021-07-20메가세븐(주) 창원HSG 태양광발전소1855.12경상남도 창원시 성산구 공단로 160, HSG중공업(주)(신촌동)2022-09-08
562021-06-08켑코솔라 주식회사(kepco-16-F24-에스엔케이항공 태양광발전소)1159.2경상남도 사천시 사남면 유천리 900번지2021-12-08
672021-06-16(주)유에스피 유에스피1호 태양광발전소2281.6경상남도 창원시 진해구 신항3로 22, 보고씨엔에스 (용원동)2022-04-01
782021-05-26주식회사 금송(금송 태양광 발전소)2016.0경상남도 의령군 의령읍 구룡로4남길 282021-12-14
892021-04-12켑코솔라(주)(kepco-16-F27-부산크로스독 태양광발전소)1450.24경상남도 창원시 진해구 신항4로 15-82, 부산크로스독 (용원동)2022-02-11
9102020-07-28농협경제지주(주) 농협 밀양물류센터 태양광발전소2028.6경상남도 밀양시 부북면 점필재로 2292021-05-07
번호허가일자상호설비용량(킬로와트)설치장소사업개시일
79802012-01-19(주)엔에스쏠라 태양광발전소2966.25경상남도 창녕군 대합면 대동월포로 2912013-06-17
80812011-09-26경남에너지주식회사1200.0경상남도 창원시 마산합포구 가포로 739 (덕동동,외 2필지)2011-12-07
81822011-08-25(주)가조은혜개발1200.0경상남도 거창군 가조면 석강리 산 46번지 6호2014-05-01
82832011-07-13이글스에너지(주)2249.28경상남도 창원시 성산구 성산패총로 9 (성산동,한화테크엠(주) 건물옥상)2013-01-03
83842007-12-20백운세일에너지(주)1500.0경상남도 함양군 백전면 운산리 811번지 일원2008-10-01
84852007-11-28김해명동태양광발전 주식회사1538.6경상남도 김해시 한림면 김해대로 13472008-06-09
85862007-11-28합천솔라파크(주)1500.0경상남도 합천군 가회면 월계리 산 112번지 외 3필지2008-08-26
86872007-09-03진수전력태양광발전소(법인명:케이솔라이호(주))2500.0경상남도 진주시 수곡면 효자리 263-12021-03-02
87882007-03-19(주)고암태양광발전1500.0경상남도 창녕군 고암면 대암리 산 20번지 1호 외 8필지2008-08-30
88892007-01-10한국서부발전(주)2000.0경상남도 밀양시 삼랑진읍 안태리 208번지 1호 일원2007-09-21