Overview

Dataset statistics

Number of variables6
Number of observations99
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.0 KiB
Average record size in memory51.3 B

Variable types

Numeric2
DateTime2
Text2

Dataset

Description경상남도청에서 관리하는 태양광발전 설치 현황입니다. 태양광 발전 설치의 허가일자, 상호, 설비용량, 설치장소, 사업개시일자 등에 관한 정보를 제공합니다.
Author경상남도
URLhttps://www.data.go.kr/data/15126769/fileData.do

Alerts

연번 has unique valuesUnique
상호 has unique valuesUnique

Reproduction

Analysis started2024-04-17 17:29:29.047157
Analysis finished2024-04-17 17:29:30.765286
Duration1.72 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct99
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean50
Minimum1
Maximum99
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1023.0 B
2024-04-18T02:29:30.823317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.9
Q125.5
median50
Q374.5
95-th percentile94.1
Maximum99
Range98
Interquartile range (IQR)49

Descriptive statistics

Standard deviation28.722813
Coefficient of variation (CV)0.57445626
Kurtosis-1.2
Mean50
Median Absolute Deviation (MAD)25
Skewness0
Sum4950
Variance825
MonotonicityStrictly increasing
2024-04-18T02:29:30.927944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.0%
64 1
 
1.0%
74 1
 
1.0%
73 1
 
1.0%
72 1
 
1.0%
71 1
 
1.0%
70 1
 
1.0%
69 1
 
1.0%
68 1
 
1.0%
67 1
 
1.0%
Other values (89) 89
89.9%
ValueCountFrequency (%)
1 1
1.0%
2 1
1.0%
3 1
1.0%
4 1
1.0%
5 1
1.0%
6 1
1.0%
7 1
1.0%
8 1
1.0%
9 1
1.0%
10 1
1.0%
ValueCountFrequency (%)
99 1
1.0%
98 1
1.0%
97 1
1.0%
96 1
1.0%
95 1
1.0%
94 1
1.0%
93 1
1.0%
92 1
1.0%
91 1
1.0%
90 1
1.0%

허가일자
Date

Distinct89
Distinct (%)89.9%
Missing0
Missing (%)0.0%
Memory size924.0 B
Minimum2007-01-10 00:00:00
Maximum2023-04-12 00:00:00
2024-04-18T02:29:31.063692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T02:29:31.175788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

상호
Text

UNIQUE 

Distinct99
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size924.0 B
2024-04-18T02:29:31.346786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length40
Median length26
Mean length18.666667
Min length5

Characters and Unicode

Total characters1848
Distinct characters212
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique99 ?
Unique (%)100.0%

Sample

1st row주식회사 디엘에이치아이
2nd row태영산업(주)(태영산업(주) 2호 태양광발전소)
3rd row햇살그린협동조합
4th row진양금속(주)(진양1호발전소)
5th row(주)한국카본(한국카본솔렉트 초동 발전소)
ValueCountFrequency (%)
태양광발전소 27
 
13.3%
주식회사 19
 
9.4%
유한회사 6
 
3.0%
한국농어촌공사 4
 
2.0%
발전소 3
 
1.5%
라미솔라 2
 
1.0%
태양광 2
 
1.0%
코리아에너지발전소(주 2
 
1.0%
수상태양광발전소 2
 
1.0%
플레이팩토리 2
 
1.0%
Other values (133) 134
66.0%
2024-04-18T02:29:31.836909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
104
 
5.6%
) 87
 
4.7%
( 87
 
4.7%
전 84
 
4.5%
발 81
 
4.4%
양 80
 
4.3%
태 78
 
4.2%
광 76
 
4.1%
소 75
 
4.1%
주 75
 
4.1%
Other values (202) 1021
55.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1483
80.2%
Space Separator 104
 
5.6%
Close Punctuation 92
 
5.0%
Open Punctuation 92
 
5.0%
Uppercase Letter 39
 
2.1%
Decimal Number 34
 
1.8%
Dash Punctuation 2
 
0.1%
Other Punctuation 1
 
0.1%
Other Symbol 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
전 84
 
5.7%
발 81
 
5.5%
양 80
 
5.4%
태 78
 
5.3%
광 76
 
5.1%
소 75
 
5.1%
주 75
 
5.1%
에 57
 
3.8%
사 53
 
3.6%
지 47
 
3.2%
Other values (172) 777
52.4%
Uppercase Letter
ValueCountFrequency (%)
S 5
12.8%
G 5
12.8%
L 4
10.3%
C 3
7.7%
O 3
7.7%
E 3
7.7%
K 3
7.7%
M 2
 
5.1%
P 2
 
5.1%
H 2
 
5.1%
Other values (5) 7
17.9%
Decimal Number
ValueCountFrequency (%)
1 12
35.3%
2 7
20.6%
3 6
17.6%
4 3
 
8.8%
5 3
 
8.8%
7 2
 
5.9%
6 1
 
2.9%
Close Punctuation
ValueCountFrequency (%)
) 87
94.6%
] 5
 
5.4%
Open Punctuation
ValueCountFrequency (%)
( 87
94.6%
[ 5
 
5.4%
Space Separator
ValueCountFrequency (%)
104
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Other Punctuation
ValueCountFrequency (%)
: 1
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1484
80.3%
Common 325
 
17.6%
Latin 39
 
2.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
전 84
 
5.7%
발 81
 
5.5%
양 80
 
5.4%
태 78
 
5.3%
광 76
 
5.1%
소 75
 
5.1%
주 75
 
5.1%
에 57
 
3.8%
사 53
 
3.6%
지 47
 
3.2%
Other values (173) 778
52.4%
Latin
ValueCountFrequency (%)
S 5
12.8%
G 5
12.8%
L 4
10.3%
C 3
7.7%
O 3
7.7%
E 3
7.7%
K 3
7.7%
M 2
 
5.1%
P 2
 
5.1%
H 2
 
5.1%
Other values (5) 7
17.9%
Common
ValueCountFrequency (%)
104
32.0%
) 87
26.8%
( 87
26.8%
1 12
 
3.7%
2 7
 
2.2%
3 6
 
1.8%
] 5
 
1.5%
[ 5
 
1.5%
4 3
 
0.9%
5 3
 
0.9%
Other values (4) 6
 
1.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1483
80.2%
ASCII 364
 
19.7%
None 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
104
28.6%
) 87
23.9%
( 87
23.9%
1 12
 
3.3%
2 7
 
1.9%
3 6
 
1.6%
S 5
 
1.4%
] 5
 
1.4%
[ 5
 
1.4%
G 5
 
1.4%
Other values (19) 41
 
11.3%
Hangul
ValueCountFrequency (%)
전 84
 
5.7%
발 81
 
5.5%
양 80
 
5.4%
태 78
 
5.3%
광 76
 
5.1%
소 75
 
5.1%
주 75
 
5.1%
에 57
 
3.8%
사 53
 
3.6%
지 47
 
3.2%
Other values (172) 777
52.4%
None
ValueCountFrequency (%)
㈜ 1
100.0%

설비용량(킬로와트)
Real number (ℝ)

Distinct87
Distinct (%)87.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1880.6
Minimum1025.1
Maximum3000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1023.0 B
2024-04-18T02:29:31.949423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1025.1
5-th percentile1157.744
Q11482.435
median1904.64
Q32265.44
95-th percentile2969.001
Maximum3000
Range1974.9
Interquartile range (IQR)783.005

Descriptive statistics

Standard deviation546.79419
Coefficient of variation (CV)0.29075518
Kurtosis-0.68915261
Mean1880.6
Median Absolute Deviation (MAD)409.2
Skewness0.45684271
Sum186179.4
Variance298983.89
MonotonicityNot monotonic
2024-04-18T02:29:32.057642image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1500.0 4
 
4.0%
2016.0 4
 
4.0%
1200.0 3
 
3.0%
1700.0 2
 
2.0%
2500.0 2
 
2.0%
2000.0 2
 
2.0%
1495.44 2
 
2.0%
1708.3 1
 
1.0%
2184.0 1
 
1.0%
1100.05 1
 
1.0%
Other values (77) 77
77.8%
ValueCountFrequency (%)
1025.1 1
 
1.0%
1037.5 1
 
1.0%
1084.0 1
 
1.0%
1100.05 1
 
1.0%
1144.64 1
 
1.0%
1159.2 1
 
1.0%
1198.8 1
 
1.0%
1200.0 3
3.0%
1211.76 1
 
1.0%
1224.3 1
 
1.0%
ValueCountFrequency (%)
3000.0 1
1.0%
2996.91 1
1.0%
2996.62 1
1.0%
2993.96 1
1.0%
2993.76 1
1.0%
2966.25 1
1.0%
2953.8 1
1.0%
2951.04 1
1.0%
2773.8 1
1.0%
2695.68 1
1.0%

설치장소
Text

Distinct95
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Memory size924.0 B
2024-04-18T02:29:32.281591image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length74
Median length36
Mean length24.40404
Min length14

Characters and Unicode

Total characters2416
Distinct characters196
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

Unique92 ?
Unique (%)92.9%

Sample

1st row경상남도 사천시 사남면 외국기업로 152-21, (주)디엘에이치아이
2nd row경상남도 밀양시 삼랑진읍 미율로 329-9
3rd row경상남도 함안군 가야읍 함마대로 1316, 옥산IMT 본관동
4th row경상남도 김해시 주촌면 골든루트로 103-8
5th row밀양시 초동면 신연로 262, 가,나,다동
ValueCountFrequency (%)
산 24
 
4.5%
창원시 19
 
3.6%
의령군 11
 
2.1%
사천시 11
 
2.1%
진해구 9
 
1.7%
김해시 9
 
1.7%
1호 8
 
1.5%
사남면 8
 
1.5%
성산구 7
 
1.3%
남해군 7
 
1.3%
Other values (301) 417
78.7%
2024-04-18T02:29:32.607751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
431
 
17.8%
1 121
 
5.0%
산 67
 
2.8%
2 67
 
2.8%
지 63
 
2.6%
, 62
 
2.6%
면 61
 
2.5%
6 56
 
2.3%
0 55
 
2.3%
리 54
 
2.2%
Other values (186) 1379
57.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1296
53.6%
Decimal Number 522
21.6%
Space Separator 431
 
17.8%
Other Punctuation 62
 
2.6%
Dash Punctuation 44
 
1.8%
Open Punctuation 25
 
1.0%
Close Punctuation 25
 
1.0%
Uppercase Letter 11
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
산 67
 
5.2%
지 63
 
4.9%
면 61
 
4.7%
리 54
 
4.2%
시 53
 
4.1%
번 51
 
3.9%
군 49
 
3.8%
로 47
 
3.6%
동 35
 
2.7%
창 35
 
2.7%
Other values (162) 781
60.3%
Decimal Number
ValueCountFrequency (%)
1 121
23.2%
2 67
12.8%
6 56
10.7%
0 55
10.5%
3 46
 
8.8%
4 41
 
7.9%
8 41
 
7.9%
5 34
 
6.5%
9 31
 
5.9%
7 30
 
5.7%
Uppercase Letter
ValueCountFrequency (%)
G 2
18.2%
S 2
18.2%
A 1
9.1%
L 1
9.1%
H 1
9.1%
B 1
9.1%
T 1
9.1%
M 1
9.1%
I 1
9.1%
Space Separator
ValueCountFrequency (%)
431
100.0%
Other Punctuation
ValueCountFrequency (%)
, 62
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 44
100.0%
Open Punctuation
ValueCountFrequency (%)
( 25
100.0%
Close Punctuation
ValueCountFrequency (%)
) 25
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1296
53.6%
Common 1109
45.9%
Latin 11
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
산 67
 
5.2%
지 63
 
4.9%
면 61
 
4.7%
리 54
 
4.2%
시 53
 
4.1%
번 51
 
3.9%
군 49
 
3.8%
로 47
 
3.6%
동 35
 
2.7%
창 35
 
2.7%
Other values (162) 781
60.3%
Common
ValueCountFrequency (%)
431
38.9%
1 121
 
10.9%
2 67
 
6.0%
, 62
 
5.6%
6 56
 
5.0%
0 55
 
5.0%
3 46
 
4.1%
- 44
 
4.0%
4 41
 
3.7%
8 41
 
3.7%
Other values (5) 145
 
13.1%
Latin
ValueCountFrequency (%)
G 2
18.2%
S 2
18.2%
A 1
9.1%
L 1
9.1%
H 1
9.1%
B 1
9.1%
T 1
9.1%
M 1
9.1%
I 1
9.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1296
53.6%
ASCII 1120
46.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
431
38.5%
1 121
 
10.8%
2 67
 
6.0%
, 62
 
5.5%
6 56
 
5.0%
0 55
 
4.9%
3 46
 
4.1%
- 44
 
3.9%
4 41
 
3.7%
8 41
 
3.7%
Other values (14) 156
 
13.9%
Hangul
ValueCountFrequency (%)
산 67
 
5.2%
지 63
 
4.9%
면 61
 
4.7%
리 54
 
4.2%
시 53
 
4.1%
번 51
 
3.9%
군 49
 
3.8%
로 47
 
3.6%
동 35
 
2.7%
창 35
 
2.7%
Other values (162) 781
60.3%

사업개시일
Date

Distinct92
Distinct (%)92.9%
Missing0
Missing (%)0.0%
Memory size924.0 B
Minimum2007-09-21 00:00:00
Maximum2023-12-18 00:00:00
2024-04-18T02:29:32.716814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T02:29:32.820277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Interactions

2024-04-18T02:29:30.452743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T02:29:30.324316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T02:29:30.519073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T02:29:30.383306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-18T02:29:32.899906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번허가일자상호설비용량(킬로와트)설치장소사업개시일
연번1.0000.9941.0000.4090.9900.984
허가일자0.9941.0001.0000.8530.9980.999
상호1.0001.0001.0001.0001.0001.000
설비용량(킬로와트)0.4090.8531.0001.0000.8230.869
설치장소0.9900.9981.0000.8231.0000.999
사업개시일0.9840.9991.0000.8690.9991.000
2024-04-18T02:29:32.994002image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번설비용량(킬로와트)
연번1.0000.121
설비용량(킬로와트)0.1211.000

Missing values

2024-04-18T02:29:30.629833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-18T02:29:30.728898image/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

연번허가일자상호설비용량(킬로와트)설치장소사업개시일
012023-04-12주식회사 디엘에이치아이1708.3경상남도 사천시 사남면 외국기업로 152-21, (주)디엘에이치아이2023-12-18
122022-10-04태영산업(주)(태영산업(주) 2호 태양광발전소)1248.39경상남도 밀양시 삼랑진읍 미율로 329-92023-03-28
232022-09-16햇살그린협동조합1380.12경상남도 함안군 가야읍 함마대로 1316, 옥산IMT 본관동2023-06-19
342022-08-17진양금속(주)(진양1호발전소)1775.48경상남도 김해시 주촌면 골든루트로 103-82023-10-16
452022-06-23(주)한국카본(한국카본솔렉트 초동 발전소)1144.64밀양시 초동면 신연로 262, 가,나,다동2022-11-18
562022-06-02지에스이피에스(주)(LG전자 스마트파크1 태양광발전소)2517.2창원시 성산구 성산패총로 170, LG전자창원1공장(가음정동)2022-11-21
672022-05-19(주)금아스틸(금아스틸2 태양광발전소)1224.3김해시 진영읍 하계로240번길 209-82023-05-22
782022-05-10유한회사 시너지에너지(아이티판넬 태양광발전소)1940.1진주시 지수면 지수로 349-202023-03-24
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