Overview

Dataset statistics

Number of variables9
Number of observations1462
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory108.6 KiB
Average record size in memory76.1 B

Variable types

Numeric3
Text2
Categorical4

Dataset

Description충청남도_홍성군_태양광전기사업허가현황(발전소명, 설비용량 발전소주소 최초허가일 사업개시일) 항목을 제공합니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=399&beforeMenuCd=DOM_000000201001001000&publicdatapk=15042036

Alerts

데이터기준일자 has constant value ""Constant
설비용량KW is highly overall correlated with 가동상태구분명High correlation
설치연도 is highly overall correlated with 가동상태구분명High correlation
가동상태구분명 is highly overall correlated with 설비용량KW and 1 other fieldsHigh correlation
공급전압V is highly imbalanced (89.3%)Imbalance
주파수Hz is highly imbalanced (99.2%)Imbalance
순번 has unique valuesUnique

Reproduction

Analysis started2024-01-09 20:54:30.146261
Analysis finished2024-01-09 20:54:31.555177
Duration1.41 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct1462
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean731.5
Minimum1
Maximum1462
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size13.0 KiB
2024-01-10T05:54:31.633695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile74.05
Q1366.25
median731.5
Q31096.75
95-th percentile1388.95
Maximum1462
Range1461
Interquartile range (IQR)730.5

Descriptive statistics

Standard deviation422.18736
Coefficient of variation (CV)0.57715292
Kurtosis-1.2
Mean731.5
Median Absolute Deviation (MAD)365.5
Skewness0
Sum1069453
Variance178242.17
MonotonicityStrictly increasing
2024-01-10T05:54:31.790042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
984 1
 
0.1%
982 1
 
0.1%
981 1
 
0.1%
980 1
 
0.1%
979 1
 
0.1%
978 1
 
0.1%
977 1
 
0.1%
976 1
 
0.1%
975 1
 
0.1%
Other values (1452) 1452
99.3%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1462 1
0.1%
1461 1
0.1%
1460 1
0.1%
1459 1
0.1%
1458 1
0.1%
1457 1
0.1%
1456 1
0.1%
1455 1
0.1%
1454 1
0.1%
1453 1
0.1%

태양광발전시설명
Text

Distinct1398
Distinct (%)95.6%
Missing0
Missing (%)0.0%
Memory size11.6 KiB
2024-01-10T05:54:32.307854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length23
Mean length10.108071
Min length2

Characters and Unicode

Total characters14778
Distinct characters365
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1347 ?
Unique (%)92.1%

Sample

1st row유니트알앤디2호 태양광발전소
2nd row유니트알앤디1호 태양광발전소
3rd row유니트1호 태양광발전소
4th row김연희임대2 태양광 발전소
5th row중리3호 태양광발전소
ValueCountFrequency (%)
태양광발전소 587
 
26.4%
발전소 21
 
0.9%
홍주 16
 
0.7%
태양광 15
 
0.7%
2호 12
 
0.5%
1호 11
 
0.5%
홍성2차 11
 
0.5%
수상태양광발전소 11
 
0.5%
4호 9
 
0.4%
홍성 9
 
0.4%
Other values (1383) 1523
68.4%
2024-01-10T05:54:32.698295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
광 1396
 
9.4%
양 1369
 
9.3%
태 1358
 
9.2%
전 1353
 
9.2%
소 1346
 
9.1%
발 1337
 
9.0%
765
 
5.2%
호 639
 
4.3%
1 236
 
1.6%
2 234
 
1.6%
Other values (355) 4745
32.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 12950
87.6%
Decimal Number 825
 
5.6%
Space Separator 765
 
5.2%
Uppercase Letter 107
 
0.7%
Open Punctuation 48
 
0.3%
Close Punctuation 48
 
0.3%
Other Symbol 18
 
0.1%
Lowercase Letter 10
 
0.1%
Dash Punctuation 4
 
< 0.1%
Other Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
광 1396
 
10.8%
양 1369
 
10.6%
태 1358
 
10.5%
전 1353
 
10.4%
소 1346
 
10.4%
발 1337
 
10.3%
호 639
 
4.9%
성 175
 
1.4%
홍 132
 
1.0%
지 114
 
0.9%
Other values (312) 3731
28.8%
Uppercase Letter
ValueCountFrequency (%)
S 29
27.1%
M 12
11.2%
H 12
11.2%
Y 11
 
10.3%
B 7
 
6.5%
A 7
 
6.5%
D 6
 
5.6%
E 5
 
4.7%
G 4
 
3.7%
N 4
 
3.7%
Other values (7) 10
 
9.3%
Decimal Number
ValueCountFrequency (%)
1 236
28.6%
2 234
28.4%
3 115
13.9%
4 68
 
8.2%
5 48
 
5.8%
6 32
 
3.9%
7 30
 
3.6%
0 23
 
2.8%
8 22
 
2.7%
9 17
 
2.1%
Lowercase Letter
ValueCountFrequency (%)
c 2
20.0%
e 2
20.0%
l 1
10.0%
i 1
10.0%
o 1
10.0%
n 1
10.0%
t 1
10.0%
r 1
10.0%
Other Punctuation
ValueCountFrequency (%)
＆ 1
50.0%
. 1
50.0%
Space Separator
ValueCountFrequency (%)
765
100.0%
Open Punctuation
ValueCountFrequency (%)
( 48
100.0%
Close Punctuation
ValueCountFrequency (%)
) 48
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 18
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 12968
87.8%
Common 1692
 
11.4%
Latin 118
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
광 1396
 
10.8%
양 1369
 
10.6%
태 1358
 
10.5%
전 1353
 
10.4%
소 1346
 
10.4%
발 1337
 
10.3%
호 639
 
4.9%
성 175
 
1.3%
홍 132
 
1.0%
지 114
 
0.9%
Other values (313) 3749
28.9%
Latin
ValueCountFrequency (%)
S 29
24.6%
M 12
10.2%
H 12
10.2%
Y 11
 
9.3%
B 7
 
5.9%
A 7
 
5.9%
D 6
 
5.1%
E 5
 
4.2%
G 4
 
3.4%
N 4
 
3.4%
Other values (16) 21
17.8%
Common
ValueCountFrequency (%)
765
45.2%
1 236
 
13.9%
2 234
 
13.8%
3 115
 
6.8%
4 68
 
4.0%
( 48
 
2.8%
5 48
 
2.8%
) 48
 
2.8%
6 32
 
1.9%
7 30
 
1.8%
Other values (6) 68
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 12950
87.6%
ASCII 1808
 
12.2%
None 19
 
0.1%
Number Forms 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
광 1396
 
10.8%
양 1369
 
10.6%
태 1358
 
10.5%
전 1353
 
10.4%
소 1346
 
10.4%
발 1337
 
10.3%
호 639
 
4.9%
성 175
 
1.4%
홍 132
 
1.0%
지 114
 
0.9%
Other values (312) 3731
28.8%
ASCII
ValueCountFrequency (%)
765
42.3%
1 236
 
13.1%
2 234
 
12.9%
3 115
 
6.4%
4 68
 
3.8%
( 48
 
2.7%
5 48
 
2.7%
) 48
 
2.7%
6 32
 
1.8%
7 30
 
1.7%
Other values (30) 184
 
10.2%
None
ValueCountFrequency (%)
㈜ 18
94.7%
＆ 1
 
5.3%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
100.0%

소재지주소
Text

Distinct1172
Distinct (%)80.2%
Missing0
Missing (%)0.0%
Memory size11.6 KiB
2024-01-10T05:54:33.006236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length91
Median length63
Mean length29.54446
Min length18

Characters and Unicode

Total characters43194
Distinct characters171
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

Unique1026 ?
Unique (%)70.2%

Sample

1st row충청남도 홍성군 서부면 광리 4-1 주5동
2nd row충청남도 홍성군 서부면 광리 4-1 주4동
3rd row충청남도 홍성군 서부면 서부로 710, 주1동(건물위)
4th row충청남도 홍성군 홍성읍 월산리 530-11
5th row충청남도 홍성군 서부면 중리 512-1, 512, 510
ValueCountFrequency (%)
충청남도 1459
 
15.8%
홍성군 1459
 
15.8%
구항면 164
 
1.8%
서부면 163
 
1.8%
은하면 162
 
1.8%
결성면 159
 
1.7%
갈산면 155
 
1.7%
홍동면 153
 
1.7%
산 148
 
1.6%
주1동(건물위 147
 
1.6%
Other values (1693) 5088
55.0%
2024-01-10T05:54:33.447069image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
7796
 
18.0%
1 1855
 
4.3%
홍 1804
 
4.2%
성 1754
 
4.1%
남 1536
 
3.6%
청 1500
 
3.5%
충 1473
 
3.4%
도 1465
 
3.4%
군 1459
 
3.4%
리 1287
 
3.0%
Other values (161) 21265
49.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 23055
53.4%
Decimal Number 9167
 
21.2%
Space Separator 7796
 
18.0%
Dash Punctuation 1219
 
2.8%
Other Punctuation 1011
 
2.3%
Open Punctuation 468
 
1.1%
Close Punctuation 466
 
1.1%
Math Symbol 11
 
< 0.1%
Uppercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
홍 1804
 
7.8%
성 1754
 
7.6%
남 1536
 
6.7%
청 1500
 
6.5%
충 1473
 
6.4%
도 1465
 
6.4%
군 1459
 
6.3%
리 1287
 
5.6%
면 1187
 
5.1%
지 632
 
2.7%
Other values (142) 8958
38.9%
Decimal Number
ValueCountFrequency (%)
1 1855
20.2%
2 1230
13.4%
3 1085
11.8%
4 996
10.9%
5 880
9.6%
6 739
 
8.1%
7 666
 
7.3%
8 665
 
7.3%
9 560
 
6.1%
0 491
 
5.4%
Other Punctuation
ValueCountFrequency (%)
, 1006
99.5%
/ 3
 
0.3%
. 2
 
0.2%
Space Separator
ValueCountFrequency (%)
7796
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1219
100.0%
Open Punctuation
ValueCountFrequency (%)
( 468
100.0%
Close Punctuation
ValueCountFrequency (%)
) 466
100.0%
Math Symbol
ValueCountFrequency (%)
~ 11
100.0%
Uppercase Letter
ValueCountFrequency (%)
A 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 23055
53.4%
Common 20138
46.6%
Latin 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
홍 1804
 
7.8%
성 1754
 
7.6%
남 1536
 
6.7%
청 1500
 
6.5%
충 1473
 
6.4%
도 1465
 
6.4%
군 1459
 
6.3%
리 1287
 
5.6%
면 1187
 
5.1%
지 632
 
2.7%
Other values (142) 8958
38.9%
Common
ValueCountFrequency (%)
7796
38.7%
1 1855
 
9.2%
2 1230
 
6.1%
- 1219
 
6.1%
3 1085
 
5.4%
, 1006
 
5.0%
4 996
 
4.9%
5 880
 
4.4%
6 739
 
3.7%
7 666
 
3.3%
Other values (8) 2666
 
13.2%
Latin
ValueCountFrequency (%)
A 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 23055
53.4%
ASCII 20139
46.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7796
38.7%
1 1855
 
9.2%
2 1230
 
6.1%
- 1219
 
6.1%
3 1085
 
5.4%
, 1006
 
5.0%
4 996
 
4.9%
5 880
 
4.4%
6 739
 
3.7%
7 666
 
3.3%
Other values (9) 2667
 
13.2%
Hangul
ValueCountFrequency (%)
홍 1804
 
7.8%
성 1754
 
7.6%
남 1536
 
6.7%
청 1500
 
6.5%
충 1473
 
6.4%
도 1465
 
6.4%
군 1459
 
6.3%
리 1287
 
5.6%
면 1187
 
5.1%
지 632
 
2.7%
Other values (142) 8958
38.9%

가동상태구분명
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size11.6 KiB
정상가동
870 
가동중단
590 
타시군구이관
 
2

Length

Max length6
Median length4
Mean length4.002736
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
정상가동 870
59.5%
가동중단 590
40.4%
타시군구이관 2
 
0.1%

Length

2024-01-10T05:54:33.573590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:54:33.668709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정상가동 870
59.5%
가동중단 590
40.4%
타시군구이관 2
 
0.1%

설비용량KW
Real number (ℝ)

HIGH CORRELATION 

Distinct469
Distinct (%)32.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean183.47289
Minimum5.04
Maximum1495.44
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size13.0 KiB
2024-01-10T05:54:33.771189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5.04
5-th percentile29.12
Q196.9
median99.23
Q399.9
95-th percentile990.9215
Maximum1495.44
Range1490.4
Interquartile range (IQR)3

Descriptive statistics

Standard deviation235.43251
Coefficient of variation (CV)1.2832005
Kurtosis6.2482148
Mean183.47289
Median Absolute Deviation (MAD)1.79
Skewness2.6457833
Sum268237.37
Variance55428.468
MonotonicityNot monotonic
2024-01-10T05:54:33.885271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
99.0 97
 
6.6%
99.9 85
 
5.8%
97.92 61
 
4.2%
99.28 54
 
3.7%
99.71 40
 
2.7%
99.36 40
 
2.7%
99.2 35
 
2.4%
99.96 34
 
2.3%
997.92 30
 
2.1%
99.84 28
 
1.9%
Other values (459) 958
65.5%
ValueCountFrequency (%)
5.04 1
 
0.1%
9.6 1
 
0.1%
10.0 2
0.1%
14.4 1
 
0.1%
14.53 1
 
0.1%
15.0 3
0.2%
15.12 1
 
0.1%
15.26 1
 
0.1%
15.3 1
 
0.1%
16.06 1
 
0.1%
ValueCountFrequency (%)
1495.44 1
 
0.1%
1000.0 1
 
0.1%
999.99 1
 
0.1%
999.6 3
 
0.2%
999.1 1
 
0.1%
999.0 7
 
0.5%
998.4 2
 
0.1%
997.92 30
2.1%
997.56 6
 
0.4%
996.96 1
 
0.1%

공급전압V
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size11.6 KiB
380
1410 
22900
 
32
220
 
10
22,900
 
8
229000
 
1

Length

Max length7
Median length3
Mean length3.0649795
Min length3

Unique

Unique2 ?
Unique (%)0.1%

Sample

1st row380
2nd row380
3rd row380
4th row380
5th row380

Common Values

ValueCountFrequency (%)
380 1410
96.4%
22900 32
 
2.2%
220 10
 
0.7%
22,900 8
 
0.5%
229000 1
 
0.1%
380/220 1
 
0.1%

Length

2024-01-10T05:54:34.015460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:54:34.119914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
380 1410
96.4%
22900 32
 
2.2%
220 10
 
0.7%
22,900 8
 
0.5%
229000 1
 
0.1%
380/220 1
 
0.1%

주파수Hz
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size11.6 KiB
60
1461 
6
 
1

Length

Max length2
Median length2
Mean length1.999316
Min length1

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
60 1461
99.9%
6 1
 
0.1%

Length

2024-01-10T05:54:34.222366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:54:34.310344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
60 1461
99.9%
6 1
 
0.1%

설치연도
Real number (ℝ)

HIGH CORRELATION 

Distinct14
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2051.0718
Minimum2007
Maximum2099
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size13.0 KiB
2024-01-10T05:54:34.386073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2007
5-th percentile2017
Q12019
median2022
Q32099
95-th percentile2099
Maximum2099
Range92
Interquartile range (IQR)80

Descriptive statistics

Standard deviation38.915267
Coefficient of variation (CV)0.018973137
Kurtosis-1.8206383
Mean2051.0718
Median Absolute Deviation (MAD)4
Skewness0.41694098
Sum2998667
Variance1514.398
MonotonicityNot monotonic
2024-01-10T05:54:34.477947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
2099 580
39.7%
2020 246
16.8%
2019 154
 
10.5%
2021 96
 
6.6%
2022 94
 
6.4%
2017 80
 
5.5%
2023 72
 
4.9%
2018 72
 
4.9%
2015 36
 
2.5%
2016 16
 
1.1%
Other values (4) 16
 
1.1%
ValueCountFrequency (%)
2007 1
 
0.1%
2012 2
 
0.1%
2013 4
 
0.3%
2014 9
 
0.6%
2015 36
 
2.5%
2016 16
 
1.1%
2017 80
 
5.5%
2018 72
 
4.9%
2019 154
10.5%
2020 246
16.8%
ValueCountFrequency (%)
2099 580
39.7%
2023 72
 
4.9%
2022 94
 
6.4%
2021 96
 
6.6%
2020 246
16.8%
2019 154
 
10.5%
2018 72
 
4.9%
2017 80
 
5.5%
2016 16
 
1.1%
2015 36
 
2.5%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size11.6 KiB
2023-11-30
1462 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-11-30
2nd row2023-11-30
3rd row2023-11-30
4th row2023-11-30
5th row2023-11-30

Common Values

ValueCountFrequency (%)
2023-11-30 1462
100.0%

Length

2024-01-10T05:54:34.575459image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:54:34.665770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-30 1462
100.0%

Interactions

2024-01-10T05:54:31.116262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:54:30.641616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:54:30.868423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:54:31.196411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:54:30.719056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:54:30.957856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:54:31.283268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:54:30.798662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:54:31.038896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T05:54:34.723746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번가동상태구분명설비용량KW공급전압V주파수Hz설치연도
순번1.0000.3120.4560.1540.0050.555
가동상태구분명0.3121.0000.6330.2170.0000.938
설비용량KW0.4560.6331.0000.3270.1700.155
공급전압V0.1540.2170.3271.0000.0000.227
주파수Hz0.0050.0000.1700.0001.0000.000
설치연도0.5550.9380.1550.2270.0001.000
2024-01-10T05:54:34.815531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
가동상태구분명주파수Hz공급전압V
가동상태구분명1.0000.0000.091
주파수Hz0.0001.0000.000
공급전압V0.0910.0001.000
2024-01-10T05:54:34.893053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번설비용량KW설치연도가동상태구분명공급전압V주파수Hz
순번1.0000.187-0.3790.1960.0810.003
설비용량KW0.1871.0000.0130.5050.1880.128
설치연도-0.3790.0131.0000.6950.0950.000
가동상태구분명0.1960.5050.6951.0000.0910.000
공급전압V0.0810.1880.0950.0911.0000.000
주파수Hz0.0030.1280.0000.0000.0001.000

Missing values

2024-01-10T05:54:31.383259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T05:54:31.497440image/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

순번태양광발전시설명소재지주소가동상태구분명설비용량KW공급전압V주파수Hz설치연도데이터기준일자
01유니트알앤디2호 태양광발전소충청남도 홍성군 서부면 광리 4-1 주5동가동중단59.53806020992023-11-30
12유니트알앤디1호 태양광발전소충청남도 홍성군 서부면 광리 4-1 주4동가동중단59.53806020992023-11-30
23유니트1호 태양광발전소충청남도 홍성군 서부면 서부로 710, 주1동(건물위)가동중단79.733806020992023-11-30
34김연희임대2 태양광 발전소충청남도 홍성군 홍성읍 월산리 530-11가동중단29.83806020992023-11-30
45중리3호 태양광발전소충청남도 홍성군 서부면 중리 512-1, 512, 510가동중단390.723806020992023-11-30
56쌍용 태양광발전소충청남도 홍성군 홍성읍 월산리 59-1가동중단39.873806020992023-11-30
67예솔 태양광발전소충청남도 홍성군 은하면 은하로369번길 10가동중단99.963806020992023-11-30
78혜선 태양광발전소충청남도 홍성군 은하면 은하로369번길 10가동중단99.963806020992023-11-30
89성광 태양광발전소충청남도 홍성군 은하면 은하로369번길 10가동중단99.963806020992023-11-30
910서현 태양광발전소충청남도 홍성군 서부면 중리 506-4가동중단99.03806020992023-11-30
순번태양광발전시설명소재지주소가동상태구분명설비용량KW공급전압V주파수Hz설치연도데이터기준일자
14521453대율 태양광발전소충청남도 홍성군 은하면 대율리 398정상가동999.03806020172023-11-30
14531454월림산 태양광발전소충청남도 홍성군 광천읍 광금남로63번길 109-14정상가동999.03806020172023-11-30
14541455㈜우리파워15호 태양광발전소충청남도 홍성군 장곡면 옥계리 산 90정상가동603.843806020172023-11-30
14551456대송 태양광발전소충청남도 홍성군 결성면 형산리 산 168-12정상가동999.03806020172023-11-30
14561457백현 태양광발전소충청남도 홍성군 은하면 장곡리 462-1 대율리 51-7, 51-8정상가동870.03806020172023-11-30
14571458성남리2호 태양광발전소충청남도 홍성군 결성면 성남리 1106-2정상가동990.03806020162023-11-30
14581459성남리1호 태양광발전소충청남도 홍성군 결성면 성남리 1106-2정상가동990.03806020162023-11-30
14591460삼산에너지발전소충청남도 홍성군 장곡면 신풍리 769정상가동700.03806020162023-11-30
14601461단비덕실 태양광발전소충청남도 홍성군 은하면 홍남로22번길 149정상가동934.23806020162023-11-30
14611462(주)미르에너지 태양광발전소충청남도 홍성군 구항면 신곡리 산 56-3정상가동993.243806020182023-11-30