Overview

Dataset statistics

Number of variables8
Number of observations2755
Missing cells1
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory177.7 KiB
Average record size in memory66.0 B

Variable types

Numeric2
Text2
Categorical2
DateTime2

Dataset

Description전라남도_무안군 태양광설치현황(상호, 영업구분, 원동력의종류, 설비용량KW, 허가일자, 사업구역)등의 데이터를 포함하고 있습니다.
Author전라남도 무안군
URLhttps://www.data.go.kr/data/15034460/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
원동력의종류 is highly imbalanced (98.4%)Imbalance
순번 has unique valuesUnique

Reproduction

Analysis started2024-04-29 22:26:50.067820
Analysis finished2024-04-29 22:26:52.477559
Duration2.41 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct2755
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1378
Minimum1
Maximum2755
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size24.3 KiB
2024-04-30T07:26:52.547711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile138.7
Q1689.5
median1378
Q32066.5
95-th percentile2617.3
Maximum2755
Range2754
Interquartile range (IQR)1377

Descriptive statistics

Standard deviation795.44432
Coefficient of variation (CV)0.57724552
Kurtosis-1.2
Mean1378
Median Absolute Deviation (MAD)689
Skewness0
Sum3796390
Variance632731.67
MonotonicityStrictly increasing
2024-04-30T07:26:52.677155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
1842 1
 
< 0.1%
1834 1
 
< 0.1%
1835 1
 
< 0.1%
1836 1
 
< 0.1%
1837 1
 
< 0.1%
1838 1
 
< 0.1%
1839 1
 
< 0.1%
1840 1
 
< 0.1%
1841 1
 
< 0.1%
Other values (2745) 2745
99.6%
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 (%)
2755 1
< 0.1%
2754 1
< 0.1%
2753 1
< 0.1%
2752 1
< 0.1%
2751 1
< 0.1%
2750 1
< 0.1%
2749 1
< 0.1%
2748 1
< 0.1%
2747 1
< 0.1%
2746 1
< 0.1%

상호
Text

Distinct2550
Distinct (%)92.6%
Missing0
Missing (%)0.0%
Memory size21.7 KiB
2024-04-30T07:26:52.949798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length28
Median length25
Mean length10.62686
Min length3

Characters and Unicode

Total characters29277
Distinct characters445
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2397 ?
Unique (%)87.0%

Sample

1st row미썬파워 태양광발전소
2nd row보인발전 태양광발전소
3rd row신학리 태양광발전소
4th row목무신TMF2호 태양광발전소
5th row자연2호 발전소
ValueCountFrequency (%)
태양광발전소 2304
41.7%
발전소 41
 
0.7%
태양광 32
 
0.6%
2호 31
 
0.6%
무안 25
 
0.5%
제2 24
 
0.4%
1호 22
 
0.4%
미래식량정원 22
 
0.4%
제1 20
 
0.4%
봉산 15
 
0.3%
Other values (2446) 2991
54.1%
2024-04-30T07:26:53.332306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2772
 
9.5%
2634
 
9.0%
2618
 
8.9%
2605
 
8.9%
2559
 
8.7%
2557
 
8.7%
2554
 
8.7%
1062
 
3.6%
1 449
 
1.5%
2 429
 
1.5%
Other values (435) 9038
30.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 24592
84.0%
Space Separator 2772
 
9.5%
Decimal Number 1444
 
4.9%
Open Punctuation 171
 
0.6%
Close Punctuation 170
 
0.6%
Uppercase Letter 105
 
0.4%
Dash Punctuation 10
 
< 0.1%
Other Punctuation 8
 
< 0.1%
Lowercase Letter 4
 
< 0.1%
Other Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
2634
 
10.7%
2618
 
10.6%
2605
 
10.6%
2559
 
10.4%
2557
 
10.4%
2554
 
10.4%
1062
 
4.3%
299
 
1.2%
293
 
1.2%
201
 
0.8%
Other values (392) 7210
29.3%
Uppercase Letter
ValueCountFrequency (%)
S 14
13.3%
J 13
12.4%
H 13
12.4%
T 10
9.5%
K 8
 
7.6%
M 5
 
4.8%
C 5
 
4.8%
N 5
 
4.8%
Y 4
 
3.8%
G 4
 
3.8%
Other values (12) 24
22.9%
Decimal Number
ValueCountFrequency (%)
1 449
31.1%
2 429
29.7%
3 207
14.3%
4 107
 
7.4%
5 71
 
4.9%
6 46
 
3.2%
7 45
 
3.1%
8 35
 
2.4%
0 29
 
2.0%
9 26
 
1.8%
Lowercase Letter
ValueCountFrequency (%)
n 1
25.0%
u 1
25.0%
e 1
25.0%
h 1
25.0%
Other Punctuation
ValueCountFrequency (%)
& 6
75.0%
. 2
 
25.0%
Space Separator
ValueCountFrequency (%)
2772
100.0%
Open Punctuation
ValueCountFrequency (%)
( 171
100.0%
Close Punctuation
ValueCountFrequency (%)
) 170
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%
Other Symbol
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 24593
84.0%
Common 4575
 
15.6%
Latin 109
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
2634
 
10.7%
2618
 
10.6%
2605
 
10.6%
2559
 
10.4%
2557
 
10.4%
2554
 
10.4%
1062
 
4.3%
299
 
1.2%
293
 
1.2%
201
 
0.8%
Other values (393) 7211
29.3%
Latin
ValueCountFrequency (%)
S 14
12.8%
J 13
11.9%
H 13
11.9%
T 10
 
9.2%
K 8
 
7.3%
M 5
 
4.6%
C 5
 
4.6%
N 5
 
4.6%
Y 4
 
3.7%
G 4
 
3.7%
Other values (16) 28
25.7%
Common
ValueCountFrequency (%)
2772
60.6%
1 449
 
9.8%
2 429
 
9.4%
3 207
 
4.5%
( 171
 
3.7%
) 170
 
3.7%
4 107
 
2.3%
5 71
 
1.6%
6 46
 
1.0%
7 45
 
1.0%
Other values (6) 108
 
2.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 24592
84.0%
ASCII 4684
 
16.0%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2772
59.2%
1 449
 
9.6%
2 429
 
9.2%
3 207
 
4.4%
( 171
 
3.7%
) 170
 
3.6%
4 107
 
2.3%
5 71
 
1.5%
6 46
 
1.0%
7 45
 
1.0%
Other values (32) 217
 
4.6%
Hangul
ValueCountFrequency (%)
2634
 
10.7%
2618
 
10.6%
2605
 
10.6%
2559
 
10.4%
2557
 
10.4%
2554
 
10.4%
1062
 
4.3%
299
 
1.2%
293
 
1.2%
201
 
0.8%
Other values (392) 7210
29.3%
None
ValueCountFrequency (%)
1
100.0%

영업구분
Categorical

Distinct7
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size21.7 KiB
사업개시
1053 
인허가
912 
폐업
698 
공사진행
 
52
인허가취소
 
36
Other values (2)
 
4

Length

Max length6
Median length5
Mean length3.1767695
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사업개시 1053
38.2%
인허가 912
33.1%
폐업 698
25.3%
공사진행 52
 
1.9%
인허가취소 36
 
1.3%
<NA> 2
 
0.1%
타시군구이관 2
 
0.1%

Length

2024-04-30T07:26:53.461508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T07:26:53.581923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사업개시 1053
38.2%
인허가 912
33.1%
폐업 698
25.3%
공사진행 52
 
1.9%
인허가취소 36
 
1.3%
na 2
 
0.1%
타시군구이관 2
 
0.1%

원동력의종류
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size21.7 KiB
태양광
2746 
화력
 
3
수력
 
3
가스엔진발전기
 
2
지열
 
1

Length

Max length7
Median length3
Mean length3.000363
Min length2

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
태양광 2746
99.7%
화력 3
 
0.1%
수력 3
 
0.1%
가스엔진발전기 2
 
0.1%
지열 1
 
< 0.1%

Length

2024-04-30T07:26:53.702030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T07:26:53.796253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
태양광 2746
99.7%
화력 3
 
0.1%
수력 3
 
0.1%
가스엔진발전기 2
 
0.1%
지열 1
 
< 0.1%

설비용량 (KW)
Real number (ℝ)

Distinct598
Distinct (%)21.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean197.3689
Minimum8
Maximum2668.04
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size24.3 KiB
2024-04-30T07:26:53.907089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile49.28
Q198.635
median99.28
Q3146.78
95-th percentile934.641
Maximum2668.04
Range2660.04
Interquartile range (IQR)48.145

Descriptive statistics

Standard deviation233.97609
Coefficient of variation (CV)1.185476
Kurtosis9.2861758
Mean197.3689
Median Absolute Deviation (MAD)0.72
Skewness2.7268576
Sum543751.31
Variance54744.812
MonotonicityNot monotonic
2024-04-30T07:26:54.044749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
99.0 347
 
12.6%
97.92 150
 
5.4%
99.36 129
 
4.7%
99.96 114
 
4.1%
99.28 96
 
3.5%
99.4 83
 
3.0%
99.05 81
 
2.9%
99.2 74
 
2.7%
97.2 64
 
2.3%
99.9 46
 
1.7%
Other values (588) 1571
57.0%
ValueCountFrequency (%)
8.0 1
 
< 0.1%
11.6 1
 
< 0.1%
11.7 1
 
< 0.1%
14.0 1
 
< 0.1%
14.4 1
 
< 0.1%
14.85 1
 
< 0.1%
14.94 1
 
< 0.1%
15.0 3
0.1%
15.13 1
 
< 0.1%
16.5 1
 
< 0.1%
ValueCountFrequency (%)
2668.04 1
 
< 0.1%
1500.0 1
 
< 0.1%
1120.0 1
 
< 0.1%
1000.0 1
 
< 0.1%
999.99 1
 
< 0.1%
999.9 7
0.3%
999.84 4
0.1%
999.68 1
 
< 0.1%
999.6 7
0.3%
999.4 6
0.2%
Distinct372
Distinct (%)13.5%
Missing0
Missing (%)0.0%
Memory size21.7 KiB
Minimum2007-10-05 00:00:00
Maximum2024-04-08 00:00:00
2024-04-30T07:26:54.184851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-30T07:26:54.316354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
Distinct2030
Distinct (%)73.7%
Missing1
Missing (%)< 0.1%
Memory size21.7 KiB
2024-04-30T07:26:54.622179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length91
Median length84
Mean length23.33297
Min length4

Characters and Unicode

Total characters64259
Distinct characters164
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

Unique1715 ?
Unique (%)62.3%

Sample

1st row무안군 무안읍 신학리 1306-3
2nd row무안군 청계면 청수리 557-4(건물 위)
3rd row전남 무안군 무안읍 신학리 1031-1(건물 위)
4th row전남 무안군 청계면 송현리 642(건물 위)
5th row전남 무안군 청계면 도대리 820-147
ValueCountFrequency (%)
무안군 2669
 
20.1%
해제면 613
 
4.6%
청계면 547
 
4.1%
현경면 345
 
2.6%
운남면 293
 
2.2%
몽탄면 250
 
1.9%
삼향읍 219
 
1.7%
일로읍 204
 
1.5%
무안읍 196
 
1.5%
서호리 165
 
1.2%
Other values (3065) 7747
58.5%
2024-04-30T07:26:55.074281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
10502
 
16.3%
1 3913
 
6.1%
- 3690
 
5.7%
2873
 
4.5%
2869
 
4.5%
2674
 
4.2%
2670
 
4.2%
2 2619
 
4.1%
, 2400
 
3.7%
2127
 
3.3%
Other values (154) 27922
43.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 26981
42.0%
Decimal Number 19509
30.4%
Space Separator 10502
 
16.3%
Dash Punctuation 3690
 
5.7%
Other Punctuation 2416
 
3.8%
Open Punctuation 574
 
0.9%
Close Punctuation 573
 
0.9%
Uppercase Letter 12
 
< 0.1%
Math Symbol 1
 
< 0.1%
Connector Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
2873
 
10.6%
2869
 
10.6%
2674
 
9.9%
2670
 
9.9%
2127
 
7.9%
1206
 
4.5%
675
 
2.5%
633
 
2.3%
625
 
2.3%
621
 
2.3%
Other values (129) 10008
37.1%
Decimal Number
ValueCountFrequency (%)
1 3913
20.1%
2 2619
13.4%
3 2056
10.5%
5 1795
9.2%
7 1754
9.0%
8 1638
8.4%
4 1516
 
7.8%
0 1509
 
7.7%
6 1385
 
7.1%
9 1324
 
6.8%
Uppercase Letter
ValueCountFrequency (%)
B 4
33.3%
D 2
16.7%
A 2
16.7%
C 2
16.7%
F 1
 
8.3%
E 1
 
8.3%
Other Punctuation
ValueCountFrequency (%)
, 2400
99.3%
/ 15
 
0.6%
. 1
 
< 0.1%
Space Separator
ValueCountFrequency (%)
10502
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3690
100.0%
Open Punctuation
ValueCountFrequency (%)
( 574
100.0%
Close Punctuation
ValueCountFrequency (%)
) 573
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 37266
58.0%
Hangul 26981
42.0%
Latin 12
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
2873
 
10.6%
2869
 
10.6%
2674
 
9.9%
2670
 
9.9%
2127
 
7.9%
1206
 
4.5%
675
 
2.5%
633
 
2.3%
625
 
2.3%
621
 
2.3%
Other values (129) 10008
37.1%
Common
ValueCountFrequency (%)
10502
28.2%
1 3913
 
10.5%
- 3690
 
9.9%
2 2619
 
7.0%
, 2400
 
6.4%
3 2056
 
5.5%
5 1795
 
4.8%
7 1754
 
4.7%
8 1638
 
4.4%
4 1516
 
4.1%
Other values (9) 5383
14.4%
Latin
ValueCountFrequency (%)
B 4
33.3%
D 2
16.7%
A 2
16.7%
C 2
16.7%
F 1
 
8.3%
E 1
 
8.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 37278
58.0%
Hangul 26981
42.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
10502
28.2%
1 3913
 
10.5%
- 3690
 
9.9%
2 2619
 
7.0%
, 2400
 
6.4%
3 2056
 
5.5%
5 1795
 
4.8%
7 1754
 
4.7%
8 1638
 
4.4%
4 1516
 
4.1%
Other values (15) 5395
14.5%
Hangul
ValueCountFrequency (%)
2873
 
10.6%
2869
 
10.6%
2674
 
9.9%
2670
 
9.9%
2127
 
7.9%
1206
 
4.5%
675
 
2.5%
633
 
2.3%
625
 
2.3%
621
 
2.3%
Other values (129) 10008
37.1%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size21.7 KiB
Minimum2024-04-18 00:00:00
Maximum2024-04-18 00:00:00
2024-04-30T07:26:55.176970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-30T07:26:55.256673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-04-30T07:26:52.105602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-30T07:26:51.873482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-30T07:26:52.191607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-30T07:26:52.015799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-30T07:26:55.323351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번영업구분원동력의종류설비용량 (KW)
순번1.0000.4450.0780.137
영업구분0.4451.0000.0330.117
원동력의종류0.0780.0331.0000.000
설비용량 (KW)0.1370.1170.0001.000
2024-04-30T07:26:55.420715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
원동력의종류영업구분
원동력의종류1.0000.022
영업구분0.0221.000
2024-04-30T07:26:55.502766image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번설비용량 (KW)영업구분원동력의종류
순번1.000-0.0540.2530.033
설비용량 (KW)-0.0541.0000.0700.000
영업구분0.2530.0701.0000.022
원동력의종류0.0330.0000.0221.000

Missing values

2024-04-30T07:26:52.302233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-30T07:26:52.417130image/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

순번상호영업구분원동력의종류설비용량 (KW)허가일자사업구역데이터기준일자
01미썬파워 태양광발전소인허가태양광299.722024-04-08무안군 무안읍 신학리 1306-32024-04-18
12보인발전 태양광발전소인허가태양광399.32024-03-29무안군 청계면 청수리 557-4(건물 위)2024-04-18
23신학리 태양광발전소인허가태양광702.02024-03-29전남 무안군 무안읍 신학리 1031-1(건물 위)2024-04-18
34목무신TMF2호 태양광발전소인허가태양광694.82024-03-29전남 무안군 청계면 송현리 642(건물 위)2024-04-18
45자연2호 발전소인허가태양광30.02024-02-16전남 무안군 청계면 도대리 820-1472024-04-18
56동산2호 발전소인허가태양광30.02024-02-16전남 무안군 청계면 도대리 820-1462024-04-18
67양학2 태양광발전소인허가태양광31.02024-02-19전남 무안군 현경면 양학리 51-52024-04-18
78나이스 태양광발전소인허가태양광30.02024-02-16전남 무안군 삼향읍 남악 4로 60번나길 7(건물 위)2024-04-18
89장곡 박석우 태양광발전소인허가태양광58.02024-02-16전남 무안군 삼향읍 지산리 166(건물 위)2024-04-18
910코코 태양광발전소공사진행태양광19.82024-02-06무안군 청계면 도림리 328(건물 위)2024-04-18
순번상호영업구분원동력의종류설비용량 (KW)허가일자사업구역데이터기준일자
27452746무안 광벨리 태양광발전소사업개시태양광300.02009-07-21무안군 해제면 천장리 705-3 외12024-04-18
27462747(주)엔쏠라(엔쏠라 태양광발전소)사업개시태양광700.02008-03-27무안군 해제면 천장리 705-1 외 22024-04-18
27472748한빛 태양에너지 발전소폐업태양광99.962008-10-01무안군 일로읍 광암리 293-42024-04-18
27482749한국수자원공사(대불 태양광발전소)사업개시태양광196.72008-07-10무안군 몽탄면 청용리 95-32024-04-18
27492750(유) 금성에너지(금성에너지 태양광발전소)사업개시태양광300.02007-12-24무안군 몽탄면 내리 513-92024-04-18
27502751에스디와이에너지(주)(에스디와이에너지 태양광발전소)인허가태양광836.02007-11-30무안군 운남면 내리 587-52 외 7필지2024-04-18
27512752복길 태양광발전소인허가취소태양광150.02007-12-17무안군 청계면 복길리 산 107-72024-04-18
27522753(주)한빛에너지(한빛에너지2호 태양광발전소)사업개시태양광100.02007-10-05무안군 해제면 용학리 523-22024-04-18
27532754(주)한빛에너지(한빛에너지 태양광발전소)사업개시태양광100.02007-10-05무안군 해제면 용학리 523-1,523-82024-04-18
27542755다농17호 태양광발전소폐업태양광99.02014-04-16전라남도 무안군 청계면 복룡리 417번지 26호2024-04-18