Overview

Dataset statistics

Number of variables16
Number of observations1090
Missing cells5450
Missing cells (%)31.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory144.9 KiB
Average record size in memory136.1 B

Variable types

Text3
Unsupported4
Categorical6
Numeric2
DateTime1

Dataset

Description태양광발전소 현황에 대한 자료로 발전시설명,소재지,세부용도,가동상태,설비용량,공급전압,주파수,허가일,허가기관 등의 정보를 제공
URLhttps://www.data.go.kr/data/15037832/fileData.do

Alerts

주파수 has constant value ""Constant
세부용도 has constant value ""Constant
허가기관 has constant value ""Constant
데이터기준일자 has constant value ""Constant
공급전압 is highly imbalanced (70.9%)Imbalance
소재지도로명주소 has 668 (61.3%) missing valuesMissing
소재지지번주소 has 422 (38.7%) missing valuesMissing
위도 has 1090 (100.0%) missing valuesMissing
경도 has 1090 (100.0%) missing valuesMissing
설치상세위치구분명 has 1090 (100.0%) missing valuesMissing
설치면적 has 1090 (100.0%) missing valuesMissing
위도 is an unsupported type, check if it needs cleaning or further analysisUnsupported
경도 is an unsupported type, check if it needs cleaning or further analysisUnsupported
설치상세위치구분명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
설치면적 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 15:35:39.313717
Analysis finished2023-12-12 15:35:40.714118
Duration1.4 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

태양광발전시설명
Text

Distinct1065
Distinct (%)97.7%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
2023-12-13T00:35:41.060513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length21
Mean length10.233945
Min length2

Characters and Unicode

Total characters11155
Distinct characters388
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1042 ?
Unique (%)95.6%

Sample

1st row진우태양광발전소
2nd row장록 태양광발전소
3rd row최부영 태양광발전소
4th row원기연 태양광발전소
5th row최대영 태양광발전소
ValueCountFrequency (%)
태양광발전소 635
34.7%
그린드림 11
 
0.6%
발전소 10
 
0.5%
신청봉 8
 
0.4%
이천 7
 
0.4%
블루 5
 
0.3%
1호 5
 
0.3%
주식회사 4
 
0.2%
2호 4
 
0.2%
한빛태양광발전소 4
 
0.2%
Other values (1079) 1137
62.1%
2023-12-13T00:35:41.820537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
전 1033
 
9.3%
소 1031
 
9.2%
발 1023
 
9.2%
양 1001
 
9.0%
태 984
 
8.8%
광 983
 
8.8%
741
 
6.6%
호 320
 
2.9%
이 185
 
1.7%
1 184
 
1.6%
Other values (378) 3670
32.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 9653
86.5%
Space Separator 741
 
6.6%
Decimal Number 541
 
4.8%
Uppercase Letter 122
 
1.1%
Dash Punctuation 29
 
0.3%
Close Punctuation 27
 
0.2%
Open Punctuation 27
 
0.2%
Lowercase Letter 12
 
0.1%
Connector Punctuation 2
 
< 0.1%
Other Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
전 1033
 
10.7%
소 1031
 
10.7%
발 1023
 
10.6%
양 1001
 
10.4%
태 984
 
10.2%
광 983
 
10.2%
호 320
 
3.3%
이 185
 
1.9%
천 109
 
1.1%
에 99
 
1.0%
Other values (329) 2885
29.9%
Uppercase Letter
ValueCountFrequency (%)
S 18
14.8%
J 11
 
9.0%
K 9
 
7.4%
E 9
 
7.4%
H 7
 
5.7%
G 7
 
5.7%
N 7
 
5.7%
T 7
 
5.7%
C 6
 
4.9%
Y 5
 
4.1%
Other values (14) 36
29.5%
Decimal Number
ValueCountFrequency (%)
1 184
34.0%
2 142
26.2%
3 76
14.0%
4 37
 
6.8%
5 26
 
4.8%
6 18
 
3.3%
7 18
 
3.3%
0 15
 
2.8%
8 13
 
2.4%
9 12
 
2.2%
Lowercase Letter
ValueCountFrequency (%)
r 3
25.0%
g 2
16.7%
i 1
 
8.3%
a 1
 
8.3%
l 1
 
8.3%
o 1
 
8.3%
y 1
 
8.3%
e 1
 
8.3%
n 1
 
8.3%
Space Separator
ValueCountFrequency (%)
741
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 29
100.0%
Close Punctuation
ValueCountFrequency (%)
) 27
100.0%
Open Punctuation
ValueCountFrequency (%)
( 27
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 9653
86.5%
Common 1368
 
12.3%
Latin 134
 
1.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
전 1033
 
10.7%
소 1031
 
10.7%
발 1023
 
10.6%
양 1001
 
10.4%
태 984
 
10.2%
광 983
 
10.2%
호 320
 
3.3%
이 185
 
1.9%
천 109
 
1.1%
에 99
 
1.0%
Other values (329) 2885
29.9%
Latin
ValueCountFrequency (%)
S 18
 
13.4%
J 11
 
8.2%
K 9
 
6.7%
E 9
 
6.7%
H 7
 
5.2%
G 7
 
5.2%
N 7
 
5.2%
T 7
 
5.2%
C 6
 
4.5%
Y 5
 
3.7%
Other values (23) 48
35.8%
Common
ValueCountFrequency (%)
741
54.2%
1 184
 
13.5%
2 142
 
10.4%
3 76
 
5.6%
4 37
 
2.7%
- 29
 
2.1%
) 27
 
2.0%
( 27
 
2.0%
5 26
 
1.9%
6 18
 
1.3%
Other values (6) 61
 
4.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 9653
86.5%
ASCII 1502
 
13.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
전 1033
 
10.7%
소 1031
 
10.7%
발 1023
 
10.6%
양 1001
 
10.4%
태 984
 
10.2%
광 983
 
10.2%
호 320
 
3.3%
이 185
 
1.9%
천 109
 
1.1%
에 99
 
1.0%
Other values (329) 2885
29.9%
ASCII
ValueCountFrequency (%)
741
49.3%
1 184
 
12.3%
2 142
 
9.5%
3 76
 
5.1%
4 37
 
2.5%
- 29
 
1.9%
) 27
 
1.8%
( 27
 
1.8%
5 26
 
1.7%
S 18
 
1.2%
Other values (39) 195
 
13.0%

소재지도로명주소
Text

MISSING 

Distinct271
Distinct (%)64.2%
Missing668
Missing (%)61.3%
Memory size8.6 KiB
2023-12-13T00:35:42.154214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length30
Median length27
Mean length23.760664
Min length14

Characters and Unicode

Total characters10027
Distinct characters121
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

Unique210 ?
Unique (%)49.8%

Sample

1st row경기도 이천시 신둔면 원적로529번길 402
2nd row경기도 이천시 가좌로1번길 150-3
3rd row경기도 이천시 장호원읍 복숭아로 72-89
4th row경기도 이천시 장호원읍 서동대로 8769-11
5th row경기도 이천시 백사면 지읍로102번길 32
ValueCountFrequency (%)
경기도 422
20.1%
이천시 421
20.1%
설성면 92
 
4.4%
백사면 48
 
2.3%
호법면 44
 
2.1%
장호원읍 44
 
2.1%
부발읍 42
 
2.0%
마장면 38
 
1.8%
모가면 37
 
1.8%
대월면 26
 
1.2%
Other values (431) 881
42.1%
2023-12-13T00:35:42.743879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1673
 
16.7%
1 481
 
4.8%
이 473
 
4.7%
천 450
 
4.5%
경 440
 
4.4%
도 430
 
4.3%
기 422
 
4.2%
시 422
 
4.2%
로 421
 
4.2%
면 316
 
3.2%
Other values (111) 4499
44.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5713
57.0%
Decimal Number 2392
23.9%
Space Separator 1673
 
16.7%
Dash Punctuation 239
 
2.4%
Close Punctuation 5
 
< 0.1%
Open Punctuation 5
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 473
 
8.3%
천 450
 
7.9%
경 440
 
7.7%
도 430
 
7.5%
기 422
 
7.4%
시 422
 
7.4%
로 421
 
7.4%
면 316
 
5.5%
길 238
 
4.2%
번 238
 
4.2%
Other values (97) 1863
32.6%
Decimal Number
ValueCountFrequency (%)
1 481
20.1%
3 298
12.5%
2 277
11.6%
7 231
9.7%
4 221
9.2%
6 206
8.6%
8 179
 
7.5%
9 175
 
7.3%
5 163
 
6.8%
0 161
 
6.7%
Space Separator
ValueCountFrequency (%)
1673
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 239
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5713
57.0%
Common 4314
43.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 473
 
8.3%
천 450
 
7.9%
경 440
 
7.7%
도 430
 
7.5%
기 422
 
7.4%
시 422
 
7.4%
로 421
 
7.4%
면 316
 
5.5%
길 238
 
4.2%
번 238
 
4.2%
Other values (97) 1863
32.6%
Common
ValueCountFrequency (%)
1673
38.8%
1 481
 
11.1%
3 298
 
6.9%
2 277
 
6.4%
- 239
 
5.5%
7 231
 
5.4%
4 221
 
5.1%
6 206
 
4.8%
8 179
 
4.1%
9 175
 
4.1%
Other values (4) 334
 
7.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5713
57.0%
ASCII 4314
43.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1673
38.8%
1 481
 
11.1%
3 298
 
6.9%
2 277
 
6.4%
- 239
 
5.5%
7 231
 
5.4%
4 221
 
5.1%
6 206
 
4.8%
8 179
 
4.1%
9 175
 
4.1%
Other values (4) 334
 
7.7%
Hangul
ValueCountFrequency (%)
이 473
 
8.3%
천 450
 
7.9%
경 440
 
7.7%
도 430
 
7.5%
기 422
 
7.4%
시 422
 
7.4%
로 421
 
7.4%
면 316
 
5.5%
길 238
 
4.2%
번 238
 
4.2%
Other values (97) 1863
32.6%

소재지지번주소
Text

MISSING 

Distinct373
Distinct (%)55.8%
Missing422
Missing (%)38.7%
Memory size8.6 KiB
2023-12-13T00:35:43.148857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length23
Mean length20.299401
Min length15

Characters and Unicode

Total characters13560
Distinct characters117
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique263 ?
Unique (%)39.4%

Sample

1st row경기도 이천시 신둔면 장동리 624-1
2nd row경기도 이천시 장호원읍 오남리 541-9
3rd row경기도 이천시 설성면 장능리 179
4th row경기도 이천시 장호원읍 대서리 671-2
5th row경기도 이천시 마장면 이평리 260-4
ValueCountFrequency (%)
경기도 668
20.1%
이천시 668
20.1%
장호원읍 210
 
6.3%
설성면 145
 
4.4%
율면 114
 
3.4%
백사면 48
 
1.4%
제요리 43
 
1.3%
산양리 41
 
1.2%
와현리 41
 
1.2%
풍계리 39
 
1.2%
Other values (454) 1307
39.3%
2023-12-13T00:35:43.730702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2657
19.6%
도 684
 
5.0%
천 684
 
5.0%
이 678
 
5.0%
경 671
 
4.9%
시 670
 
4.9%
기 668
 
4.9%
리 658
 
4.9%
- 440
 
3.2%
면 422
 
3.1%
Other values (107) 5328
39.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 8180
60.3%
Space Separator 2657
 
19.6%
Decimal Number 2283
 
16.8%
Dash Punctuation 440
 
3.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
도 684
 
8.4%
천 684
 
8.4%
이 678
 
8.3%
경 671
 
8.2%
시 670
 
8.2%
기 668
 
8.2%
리 658
 
8.0%
면 422
 
5.2%
읍 274
 
3.3%
장 273
 
3.3%
Other values (95) 2498
30.5%
Decimal Number
ValueCountFrequency (%)
1 406
17.8%
2 314
13.8%
4 276
12.1%
3 236
10.3%
8 197
8.6%
5 183
8.0%
7 181
7.9%
9 170
7.4%
0 169
7.4%
6 151
 
6.6%
Space Separator
ValueCountFrequency (%)
2657
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 440
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 8180
60.3%
Common 5380
39.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
도 684
 
8.4%
천 684
 
8.4%
이 678
 
8.3%
경 671
 
8.2%
시 670
 
8.2%
기 668
 
8.2%
리 658
 
8.0%
면 422
 
5.2%
읍 274
 
3.3%
장 273
 
3.3%
Other values (95) 2498
30.5%
Common
ValueCountFrequency (%)
2657
49.4%
- 440
 
8.2%
1 406
 
7.5%
2 314
 
5.8%
4 276
 
5.1%
3 236
 
4.4%
8 197
 
3.7%
5 183
 
3.4%
7 181
 
3.4%
9 170
 
3.2%
Other values (2) 320
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 8180
60.3%
ASCII 5380
39.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2657
49.4%
- 440
 
8.2%
1 406
 
7.5%
2 314
 
5.8%
4 276
 
5.1%
3 236
 
4.4%
8 197
 
3.7%
5 183
 
3.4%
7 181
 
3.4%
9 170
 
3.2%
Other values (2) 320
 
5.9%
Hangul
ValueCountFrequency (%)
도 684
 
8.4%
천 684
 
8.4%
이 678
 
8.3%
경 671
 
8.2%
시 670
 
8.2%
기 668
 
8.2%
리 658
 
8.0%
면 422
 
5.2%
읍 274
 
3.3%
장 273
 
3.3%
Other values (95) 2498
30.5%

위도
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1090
Missing (%)100.0%
Memory size9.7 KiB

경도
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1090
Missing (%)100.0%
Memory size9.7 KiB

설치상세위치구분명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1090
Missing (%)100.0%
Memory size9.7 KiB

가동상태구분명
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
정상가동
687 
가동중단
264 
폐기
139 

Length

Max length4
Median length4
Mean length3.7449541
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
정상가동 687
63.0%
가동중단 264
 
24.2%
폐기 139
 
12.8%

Length

2023-12-13T00:35:43.923689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:35:44.052789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정상가동 687
63.0%
가동중단 264
 
24.2%
폐기 139
 
12.8%

설비용량
Real number (ℝ)

Distinct417
Distinct (%)38.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean165.41563
Minimum6
Maximum9996
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size9.7 KiB
2023-12-13T00:35:44.250091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile19.1835
Q185.6275
median99.2
Q399.76
95-th percentile699.685
Maximum9996
Range9990
Interquartile range (IQR)14.1325

Descriptive statistics

Standard deviation364.16967
Coefficient of variation (CV)2.2015432
Kurtosis488.51203
Mean165.41563
Median Absolute Deviation (MAD)2.3
Skewness18.645857
Sum180303.04
Variance132619.55
MonotonicityNot monotonic
2023-12-13T00:35:44.487802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
99.28 78
 
7.2%
99.36 60
 
5.5%
97.2 41
 
3.8%
99.0 34
 
3.1%
99.11 23
 
2.1%
99.33 22
 
2.0%
99.9 22
 
2.0%
99.75 22
 
2.0%
99.84 21
 
1.9%
99.6 18
 
1.7%
Other values (407) 749
68.7%
ValueCountFrequency (%)
6.0 1
 
0.1%
9.0 2
0.2%
10.0 4
0.4%
10.35 1
 
0.1%
12.0 3
0.3%
12.42 1
 
0.1%
12.8 1
 
0.1%
14.94 1
 
0.1%
15.0 4
0.4%
15.12 1
 
0.1%
ValueCountFrequency (%)
9996.0 1
 
0.1%
1000.0 1
 
0.1%
999.73 1
 
0.1%
999.68 1
 
0.1%
999.6 1
 
0.1%
999.37 2
 
0.2%
999.0 8
0.7%
998.95 2
 
0.2%
998.64 2
 
0.2%
998.4 1
 
0.1%

공급전압
Categorical

IMBALANCE 

Distinct4
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
380
978 
22900
 
71
220
 
40
308
 
1

Length

Max length5
Median length3
Mean length3.1302752
Min length3

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row220
2nd row220
3rd row220
4th row220
5th row220

Common Values

ValueCountFrequency (%)
380 978
89.7%
22900 71
 
6.5%
220 40
 
3.7%
308 1
 
0.1%

Length

2023-12-13T00:35:44.647640image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:35:44.785671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
380 978
89.7%
22900 71
 
6.5%
220 40
 
3.7%
308 1
 
0.1%

주파수
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
60
1090 

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 1090
100.0%

Length

2023-12-13T00:35:44.927927image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:35:45.019169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
60 1090
100.0%

설치연도
Real number (ℝ)

Distinct17
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2020.1908
Minimum2000
Maximum2026
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size9.7 KiB
2023-12-13T00:35:45.115475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2000
5-th percentile2015
Q12019
median2020
Q32022
95-th percentile2024
Maximum2026
Range26
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.5659901
Coefficient of variation (CV)0.0012701721
Kurtosis4.5986743
Mean2020.1908
Median Absolute Deviation (MAD)1
Skewness-1.1165919
Sum2202008
Variance6.5843051
MonotonicityNot monotonic
2023-12-13T00:35:45.249841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
2019 209
19.2%
2021 199
18.3%
2020 187
17.2%
2022 147
13.5%
2024 90
8.3%
2018 77
 
7.1%
2023 58
 
5.3%
2017 29
 
2.7%
2015 21
 
1.9%
2014 20
 
1.8%
Other values (7) 53
 
4.9%
ValueCountFrequency (%)
2000 1
 
0.1%
2009 2
 
0.2%
2012 10
 
0.9%
2013 8
 
0.7%
2014 20
 
1.8%
2015 21
 
1.9%
2016 15
 
1.4%
2017 29
 
2.7%
2018 77
 
7.1%
2019 209
19.2%
ValueCountFrequency (%)
2026 9
 
0.8%
2025 8
 
0.7%
2024 90
8.3%
2023 58
 
5.3%
2022 147
13.5%
2021 199
18.3%
2020 187
17.2%
2019 209
19.2%
2018 77
 
7.1%
2017 29
 
2.7%

세부용도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
발전사업용
1090 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
발전사업용 1090
100.0%

Length

2023-12-13T00:35:45.382268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:35:45.495971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
발전사업용 1090
100.0%

허가일자
Date

Distinct312
Distinct (%)28.6%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Minimum2007-01-30 00:00:00
Maximum2023-05-23 00:00:00
2023-12-13T00:35:45.618758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:35:45.785824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

허가기관
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
경기도 이천시
1090 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 이천시
2nd row경기도 이천시
3rd row경기도 이천시
4th row경기도 이천시
5th row경기도 이천시

Common Values

ValueCountFrequency (%)
경기도 이천시 1090
100.0%

Length

2023-12-13T00:35:45.928582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:35:46.013692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 1090
50.0%
이천시 1090
50.0%

설치면적
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1090
Missing (%)100.0%
Memory size9.7 KiB

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
2023-06-05
1090 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-06-05
2nd row2023-06-05
3rd row2023-06-05
4th row2023-06-05
5th row2023-06-05

Common Values

ValueCountFrequency (%)
2023-06-05 1090
100.0%

Length

2023-12-13T00:35:46.102844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:35:46.186965image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-06-05 1090
100.0%

Interactions

2023-12-13T00:35:40.017386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:35:39.852551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:35:40.109306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:35:39.933861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T00:35:46.237838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
가동상태구분명설비용량공급전압설치연도
가동상태구분명1.0000.0190.0000.560
설비용량0.0191.0000.0000.051
공급전압0.0000.0001.0000.254
설치연도0.5600.0510.2541.000
2023-12-13T00:35:46.648026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
가동상태구분명공급전압
가동상태구분명1.0000.000
공급전압0.0001.000
2023-12-13T00:35:46.737568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
설비용량설치연도가동상태구분명공급전압
설비용량1.0000.0290.0320.000
설치연도0.0291.0000.4470.174
가동상태구분명0.0320.4471.0000.000
공급전압0.0000.1740.0001.000

Missing values

2023-12-13T00:35:40.252897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T00:35:40.480221image/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.
2023-12-13T00:35:40.641939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

태양광발전시설명소재지도로명주소소재지지번주소위도경도설치상세위치구분명가동상태구분명설비용량공급전압주파수설치연도세부용도허가일자허가기관설치면적데이터기준일자
0진우태양광발전소경기도 이천시 신둔면 원적로529번길 402<NA><NA><NA><NA>정상가동28.0220602009발전사업용2007-01-30경기도 이천시<NA>2023-06-05
1장록 태양광발전소경기도 이천시 가좌로1번길 150-3<NA><NA><NA><NA>정상가동10.0220602009발전사업용2008-08-01경기도 이천시<NA>2023-06-05
2최부영 태양광발전소경기도 이천시 장호원읍 복숭아로 72-89<NA><NA><NA><NA>정상가동12.0220602012발전사업용2012-02-15경기도 이천시<NA>2023-06-05
3원기연 태양광발전소경기도 이천시 장호원읍 서동대로 8769-11<NA><NA><NA><NA>정상가동18.0220602012발전사업용2012-03-06경기도 이천시<NA>2023-06-05
4최대영 태양광발전소경기도 이천시 백사면 지읍로102번길 32<NA><NA><NA><NA>정상가동9.0220602012발전사업용2012-04-02경기도 이천시<NA>2023-06-05
5햇빛전자 태양광발전소<NA>경기도 이천시 신둔면 장동리 624-1<NA><NA><NA>정상가동30.0380602012발전사업용2012-04-23경기도 이천시<NA>2023-06-05
6성범 태양광발전소경기도 이천시 부발읍 황무로1833번길 351-14<NA><NA><NA><NA>정상가동15.0380602012발전사업용2012-05-04경기도 이천시<NA>2023-06-05
7안선자 태양광발전소경기도 이천시 백사면 원적로 1033-10<NA><NA><NA><NA>정상가동9.0220602012발전사업용2012-05-29경기도 이천시<NA>2023-06-05
8이천 태양광발전소경기도 이천시 대월면 다솔로 33-22<NA><NA><NA><NA>정상가동18.0380602012발전사업용2012-05-30경기도 이천시<NA>2023-06-05
9최부영 태양광발전소(2)경기도 이천시 장호원읍 복숭아로 72-84<NA><NA><NA><NA>정상가동60.0380602012발전사업용2012-06-04경기도 이천시<NA>2023-06-05
태양광발전시설명소재지도로명주소소재지지번주소위도경도설치상세위치구분명가동상태구분명설비용량공급전압주파수설치연도세부용도허가일자허가기관설치면적데이터기준일자
1080평신흥1 태양광벌전소경기도 이천시 설성면 진상미로264번길 183-19<NA><NA><NA><NA>가동중단99.6380602024발전사업용2023-05-09경기도 이천시<NA>2023-06-05
1081고센장평리 태양광발전소경기도 이천시 모가면 사실로1026번길 12<NA><NA><NA><NA>가동중단96.39380602024발전사업용2023-05-09경기도 이천시<NA>2023-06-05
1082태봉 태양광발전소경기도 이천시 호법면 이섭대천로537번길 51<NA><NA><NA><NA>가동중단61.2380602024발전사업용2023-05-15경기도 이천시<NA>2023-06-05
1083새사랑 태양광발전소경기도 이천시 호법면 대덕산로116번길 260<NA><NA><NA><NA>가동중단92.04380602024발전사업용2023-05-23경기도 이천시<NA>2023-06-05
1084세일다이아몬드 태양광발전소경기도 이천시 양진로 90<NA><NA><NA><NA>가동중단28.56380602024발전사업용2023-05-23경기도 이천시<NA>2023-06-05
1085조두환 태양광발전소경기도 이천시 마장면 지산로 200-5<NA><NA><NA><NA>가동중단19.64380602024발전사업용2023-05-23경기도 이천시<NA>2023-06-05
1086광석2호 태양광발전소경기도 이천시 모가면 어농로 77-13<NA><NA><NA><NA>가동중단91.63380602024발전사업용2023-05-23경기도 이천시<NA>2023-06-05
1087광석1호 태양광발전소경기도 이천시 모가면 어농로 77-13<NA><NA><NA><NA>가동중단91.63380602024발전사업용2023-05-23경기도 이천시<NA>2023-06-05
1088장열2호 태양광발전소경기도 이천시 모가면 사실로785번길 89<NA><NA><NA><NA>가동중단99.55380602024발전사업용2023-05-23경기도 이천시<NA>2023-06-05
1089장열1호 태양광발전소경기도 이천시 모가면 사실로785번길 89<NA><NA><NA><NA>가동중단99.55380602024발전사업용2023-05-23경기도 이천시<NA>2023-06-05