Overview

Dataset statistics

Number of variables6
Number of observations1206
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory59.0 KiB
Average record size in memory50.1 B

Variable types

Numeric2
Text2
DateTime1
Categorical1

Dataset

Description보은군 태양광발전소 설치 현황(용량, 위치) 정보를 활용하여 태양광 발전사업의 위치를 알 수 있도록 한다. 건물, 토지등에 발전사업허가 신청을 하고 거리제한이 있기때문에 사전조사를 하여 발전사업을 하여야 한다.
URLhttps://www.data.go.kr/data/15033950/fileData.do

Alerts

연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 09:58:44.433128
Analysis finished2023-12-12 09:58:45.531679
Duration1.1 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct1206
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean603.5
Minimum1
Maximum1206
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.7 KiB
2023-12-12T18:58:45.640807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile61.25
Q1302.25
median603.5
Q3904.75
95-th percentile1145.75
Maximum1206
Range1205
Interquartile range (IQR)602.5

Descriptive statistics

Standard deviation348.28652
Coefficient of variation (CV)0.57711105
Kurtosis-1.2
Mean603.5
Median Absolute Deviation (MAD)301.5
Skewness0
Sum727821
Variance121303.5
MonotonicityStrictly increasing
2023-12-12T18:58:45.826285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
812 1
 
0.1%
810 1
 
0.1%
809 1
 
0.1%
808 1
 
0.1%
807 1
 
0.1%
806 1
 
0.1%
805 1
 
0.1%
804 1
 
0.1%
803 1
 
0.1%
Other values (1196) 1196
99.2%
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 (%)
1206 1
0.1%
1205 1
0.1%
1204 1
0.1%
1203 1
0.1%
1202 1
0.1%
1201 1
0.1%
1200 1
0.1%
1199 1
0.1%
1198 1
0.1%
1197 1
0.1%

발전소명
Text

Distinct1174
Distinct (%)97.3%
Missing0
Missing (%)0.0%
Memory size9.6 KiB
2023-12-12T18:58:46.140680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length19
Mean length11.015755
Min length4

Characters and Unicode

Total characters13285
Distinct characters355
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1144 ?
Unique (%)94.9%

Sample

1st row봉정2호 태양광발전소
2nd row북실 태양광발전소
3rd row동산1호 태양광발전소
4th row김용식 태양광발전소
5th row인광 태양광발전소
ValueCountFrequency (%)
태양광발전소 979
40.4%
태양광발전소2호기 19
 
0.8%
태양광 17
 
0.7%
2호기 17
 
0.7%
태양광발전소1호기 15
 
0.6%
2호 14
 
0.6%
3호기 12
 
0.5%
1호기 12
 
0.5%
보은 11
 
0.5%
1호 10
 
0.4%
Other values (1099) 1316
54.3%
2023-12-12T18:58:46.655097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1218
 
9.2%
양 1200
 
9.0%
광 1199
 
9.0%
소 1191
 
9.0%
태 1190
 
9.0%
전 1187
 
8.9%
발 1179
 
8.9%
호 667
 
5.0%
2 264
 
2.0%
1 227
 
1.7%
Other values (345) 3763
28.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 11151
83.9%
Space Separator 1218
 
9.2%
Decimal Number 799
 
6.0%
Uppercase Letter 55
 
0.4%
Close Punctuation 16
 
0.1%
Open Punctuation 16
 
0.1%
Lowercase Letter 12
 
0.1%
Other Symbol 11
 
0.1%
Dash Punctuation 7
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
양 1200
10.8%
광 1199
10.8%
소 1191
10.7%
태 1190
10.7%
전 1187
10.6%
발 1179
 
10.6%
호 667
 
6.0%
기 135
 
1.2%
장 130
 
1.2%
농 114
 
1.0%
Other values (304) 2959
26.5%
Uppercase Letter
ValueCountFrequency (%)
S 10
18.2%
J 7
12.7%
H 6
10.9%
P 5
9.1%
D 5
9.1%
L 3
 
5.5%
K 3
 
5.5%
O 3
 
5.5%
M 2
 
3.6%
C 2
 
3.6%
Other values (7) 9
16.4%
Decimal Number
ValueCountFrequency (%)
2 264
33.0%
1 227
28.4%
3 130
16.3%
4 66
 
8.3%
5 44
 
5.5%
6 21
 
2.6%
7 17
 
2.1%
8 11
 
1.4%
0 10
 
1.3%
9 9
 
1.1%
Lowercase Letter
ValueCountFrequency (%)
e 3
25.0%
c 2
16.7%
p 1
 
8.3%
o 1
 
8.3%
h 1
 
8.3%
t 1
 
8.3%
n 1
 
8.3%
u 1
 
8.3%
s 1
 
8.3%
Space Separator
ValueCountFrequency (%)
1218
100.0%
Close Punctuation
ValueCountFrequency (%)
) 16
100.0%
Open Punctuation
ValueCountFrequency (%)
( 16
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 11
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 11160
84.0%
Common 2056
 
15.5%
Latin 67
 
0.5%
Han 2
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
양 1200
10.8%
광 1199
10.7%
소 1191
10.7%
태 1190
10.7%
전 1187
 
10.6%
발 1179
 
10.6%
호 667
 
6.0%
기 135
 
1.2%
장 130
 
1.2%
농 114
 
1.0%
Other values (303) 2968
26.6%
Latin
ValueCountFrequency (%)
S 10
14.9%
J 7
 
10.4%
H 6
 
9.0%
P 5
 
7.5%
D 5
 
7.5%
L 3
 
4.5%
K 3
 
4.5%
e 3
 
4.5%
O 3
 
4.5%
M 2
 
3.0%
Other values (16) 20
29.9%
Common
ValueCountFrequency (%)
1218
59.2%
2 264
 
12.8%
1 227
 
11.0%
3 130
 
6.3%
4 66
 
3.2%
5 44
 
2.1%
6 21
 
1.0%
7 17
 
0.8%
) 16
 
0.8%
( 16
 
0.8%
Other values (4) 37
 
1.8%
Han
ValueCountFrequency (%)
元 1
50.0%
延 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 11149
83.9%
ASCII 2123
 
16.0%
None 11
 
0.1%
CJK 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1218
57.4%
2 264
 
12.4%
1 227
 
10.7%
3 130
 
6.1%
4 66
 
3.1%
5 44
 
2.1%
6 21
 
1.0%
7 17
 
0.8%
) 16
 
0.8%
( 16
 
0.8%
Other values (30) 104
 
4.9%
Hangul
ValueCountFrequency (%)
양 1200
10.8%
광 1199
10.8%
소 1191
10.7%
태 1190
10.7%
전 1187
10.6%
발 1179
 
10.6%
호 667
 
6.0%
기 135
 
1.2%
장 130
 
1.2%
농 114
 
1.0%
Other values (302) 2957
26.5%
None
ValueCountFrequency (%)
㈜ 11
100.0%
CJK
ValueCountFrequency (%)
元 1
50.0%
延 1
50.0%

발전소 소재지
Text

Distinct742
Distinct (%)61.5%
Missing0
Missing (%)0.0%
Memory size9.6 KiB
2023-12-12T18:58:47.026516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length90
Median length58
Mean length25.606136
Min length18

Characters and Unicode

Total characters30881
Distinct characters218
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique500 ?
Unique (%)41.5%

Sample

1st row충청북도 보은군 보은읍 성족2길 30-8
2nd row충청북도 보은군 보은읍 성족리 147-1
3rd row충청북도 보은군 산외면 내북산외로 1277, 창고
4th row충청북도 보은군 보은읍 성족리 253-3
5th row충청북도 보은군 보은읍 종곡리 513
ValueCountFrequency (%)
충청북도 1206
 
17.2%
보은군 1206
 
17.2%
축사 269
 
3.8%
보은읍 241
 
3.4%
탄부면 208
 
3.0%
삼승면 189
 
2.7%
수한면 155
 
2.2%
마로면 133
 
1.9%
산외면 102
 
1.5%
산 95
 
1.4%
Other values (1117) 3200
45.7%
2023-12-12T18:58:47.569293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5799
18.8%
보 1464
 
4.7%
은 1449
 
4.7%
북 1297
 
4.2%
청 1225
 
4.0%
충 1215
 
3.9%
도 1212
 
3.9%
군 1206
 
3.9%
1 1135
 
3.7%
면 965
 
3.1%
Other values (208) 13914
45.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 18179
58.9%
Space Separator 5799
 
18.8%
Decimal Number 5321
 
17.2%
Dash Punctuation 790
 
2.6%
Other Punctuation 679
 
2.2%
Open Punctuation 57
 
0.2%
Close Punctuation 56
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
보 1464
 
8.1%
은 1449
 
8.0%
북 1297
 
7.1%
청 1225
 
6.7%
충 1215
 
6.7%
도 1212
 
6.7%
군 1206
 
6.6%
면 965
 
5.3%
리 655
 
3.6%
로 456
 
2.5%
Other values (192) 7035
38.7%
Decimal Number
ValueCountFrequency (%)
1 1135
21.3%
2 720
13.5%
3 598
11.2%
4 590
11.1%
5 433
 
8.1%
6 422
 
7.9%
7 390
 
7.3%
8 373
 
7.0%
0 362
 
6.8%
9 298
 
5.6%
Other Punctuation
ValueCountFrequency (%)
, 678
99.9%
. 1
 
0.1%
Space Separator
ValueCountFrequency (%)
5799
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 790
100.0%
Open Punctuation
ValueCountFrequency (%)
( 57
100.0%
Close Punctuation
ValueCountFrequency (%)
) 56
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 18179
58.9%
Common 12702
41.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
보 1464
 
8.1%
은 1449
 
8.0%
북 1297
 
7.1%
청 1225
 
6.7%
충 1215
 
6.7%
도 1212
 
6.7%
군 1206
 
6.6%
면 965
 
5.3%
리 655
 
3.6%
로 456
 
2.5%
Other values (192) 7035
38.7%
Common
ValueCountFrequency (%)
5799
45.7%
1 1135
 
8.9%
- 790
 
6.2%
2 720
 
5.7%
, 678
 
5.3%
3 598
 
4.7%
4 590
 
4.6%
5 433
 
3.4%
6 422
 
3.3%
7 390
 
3.1%
Other values (6) 1147
 
9.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 18179
58.9%
ASCII 12702
41.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5799
45.7%
1 1135
 
8.9%
- 790
 
6.2%
2 720
 
5.7%
, 678
 
5.3%
3 598
 
4.7%
4 590
 
4.6%
5 433
 
3.4%
6 422
 
3.3%
7 390
 
3.1%
Other values (6) 1147
 
9.0%
Hangul
ValueCountFrequency (%)
보 1464
 
8.1%
은 1449
 
8.0%
북 1297
 
7.1%
청 1225
 
6.7%
충 1215
 
6.7%
도 1212
 
6.7%
군 1206
 
6.6%
면 965
 
5.3%
리 655
 
3.6%
로 456
 
2.5%
Other values (192) 7035
38.7%

허가 용량(kW)
Real number (ℝ)

Distinct367
Distinct (%)30.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean145.28727
Minimum9.9
Maximum2679.95
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.7 KiB
2023-12-12T18:58:47.732643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum9.9
5-th percentile20
Q192.625
median99.2
Q399.88
95-th percentile499.0525
Maximum2679.95
Range2670.05
Interquartile range (IQR)7.255

Descriptive statistics

Standard deviation229.67577
Coefficient of variation (CV)1.5808389
Kurtosis34.82195
Mean145.28727
Median Absolute Deviation (MAD)0.78
Skewness5.2259945
Sum175216.45
Variance52750.96
MonotonicityNot monotonic
2023-12-12T18:58:47.873131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
99.96 82
 
6.8%
99.0 81
 
6.7%
99.84 71
 
5.9%
99.45 63
 
5.2%
99.9 61
 
5.1%
99.6 34
 
2.8%
99.19 29
 
2.4%
30.0 24
 
2.0%
98.28 22
 
1.8%
99.51 21
 
1.7%
Other values (357) 718
59.5%
ValueCountFrequency (%)
9.9 1
 
0.1%
11.96 1
 
0.1%
12.0 2
0.2%
12.64 1
 
0.1%
13.58 2
0.2%
14.28 1
 
0.1%
17.26 1
 
0.1%
17.28 1
 
0.1%
17.55 1
 
0.1%
18.0 4
0.3%
ValueCountFrequency (%)
2679.95 1
0.1%
2053.0 1
0.1%
2016.0 2
0.2%
1999.2 1
0.1%
1958.4 1
0.1%
1495.0 1
0.1%
1372.37 1
0.1%
1200.0 1
0.1%
1152.0 1
0.1%
1000.0 1
0.1%

허가일
Date

Distinct319
Distinct (%)26.5%
Missing0
Missing (%)0.0%
Memory size9.6 KiB
Minimum2008-04-16 00:00:00
Maximum2023-08-09 00:00:00
2023-12-12T18:58:48.009439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:58:48.163573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

비고
Categorical

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.6 KiB
사업개시
843 
인허가
309 
공사진행
 
54

Length

Max length4
Median length4
Mean length3.7437811
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사업개시 843
69.9%
인허가 309
 
25.6%
공사진행 54
 
4.5%

Length

2023-12-12T18:58:48.286072image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:58:48.421467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사업개시 843
69.9%
인허가 309
 
25.6%
공사진행 54
 
4.5%

Interactions

2023-12-12T18:58:45.057893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:58:44.841147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:58:45.157639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:58:44.945832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T18:58:48.493793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번허가 용량(kW)비고
연번1.0000.2790.648
허가 용량(kW)0.2791.0000.000
비고0.6480.0001.000
2023-12-12T18:58:48.586098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번허가 용량(kW)비고
연번1.0000.1050.495
허가 용량(kW)0.1051.0000.000
비고0.4950.0001.000

Missing values

2023-12-12T18:58:45.313729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:58:45.466959image/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

연번발전소명발전소 소재지허가 용량(kW)허가일비고
01봉정2호 태양광발전소충청북도 보은군 보은읍 성족2길 30-896.02008-04-16사업개시
12북실 태양광발전소충청북도 보은군 보은읍 성족리 147-128.82008-07-25사업개시
23동산1호 태양광발전소충청북도 보은군 산외면 내북산외로 1277, 창고98.42008-11-13사업개시
34김용식 태양광발전소충청북도 보은군 보은읍 성족리 253-328.82008-12-05인허가
45인광 태양광발전소충청북도 보은군 보은읍 종곡리 51329.982009-02-19사업개시
56인광 태양광발전소충청북도 보은군 보은읍 종곡리 51329.982009-02-19사업개시
67원(元)태양광발전소충청북도 보은군 보은읍 동학로 152-2340.742009-04-28사업개시
78연(延)태양광발전소충청북도 보은군 보은읍 동학로 152-2342.422009-04-28사업개시
89가교태양광발전소충청북도 보은군 마로면 세중리 655-5198.42009-05-15사업개시
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연번발전소명발전소 소재지허가 용량(kW)허가일비고
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