Overview

Dataset statistics

Number of variables5
Number of observations252
Missing cells0
Missing cells (%)0.0%
Duplicate rows1
Duplicate rows (%)0.4%
Total size in memory10.2 KiB
Average record size in memory41.5 B

Variable types

Text2
Categorical1
Numeric1
DateTime1

Dataset

Description본 데이터는 합천군 관내에 설치된 전기사업(태양광발전소) 양수인가에 대한 상호, 설치장소, 원동력의 종류, 설비용량, 인가일자 등을 제공하고 있습니다.
Author경상남도 합천군
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15101094

Alerts

원동력의종류 has constant value ""Constant
Dataset has 1 (0.4%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-11 00:36:23.284807
Analysis finished2023-12-11 00:36:23.657318
Duration0.37 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

상호
Text

Distinct228
Distinct (%)90.5%
Missing0
Missing (%)0.0%
Memory size2.1 KiB
2023-12-11T09:36:23.964853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length16
Mean length10.428571
Min length4

Characters and Unicode

Total characters2628
Distinct characters200
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

Unique207 ?
Unique (%)82.1%

Sample

1st row계산1구마을회 태양광발전소
2nd row광산1호 태양광발전소
3rd row광산2호 태양광발전소
4th row광산3호 태양광발전소
5th row권빈1호 태양광발전소
ValueCountFrequency (%)
태양광발전소 179
36.4%
재영 13
 
2.6%
발전소 9
 
1.8%
주식회사 9
 
1.8%
태양광발전소2호 5
 
1.0%
도옥리 4
 
0.8%
해테크 3
 
0.6%
정산2 3
 
0.6%
에너지 3
 
0.6%
우곡115솔라팜 3
 
0.6%
Other values (233) 261
53.0%
2023-12-11T09:36:24.488240image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
240
 
9.1%
광 233
 
8.9%
전 230
 
8.8%
발 227
 
8.6%
소 227
 
8.6%
양 216
 
8.2%
태 213
 
8.1%
호 96
 
3.7%
1 53
 
2.0%
2 43
 
1.6%
Other values (190) 850
32.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2184
83.1%
Space Separator 240
 
9.1%
Decimal Number 171
 
6.5%
Uppercase Letter 15
 
0.6%
Other Symbol 8
 
0.3%
Lowercase Letter 3
 
0.1%
Dash Punctuation 3
 
0.1%
Open Punctuation 2
 
0.1%
Close Punctuation 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
광 233
 
10.7%
전 230
 
10.5%
발 227
 
10.4%
소 227
 
10.4%
양 216
 
9.9%
태 213
 
9.8%
호 96
 
4.4%
지 30
 
1.4%
산 26
 
1.2%
라 25
 
1.1%
Other values (166) 661
30.3%
Decimal Number
ValueCountFrequency (%)
1 53
31.0%
2 43
25.1%
5 21
 
12.3%
0 14
 
8.2%
3 13
 
7.6%
4 11
 
6.4%
7 5
 
2.9%
8 4
 
2.3%
6 4
 
2.3%
9 3
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
J 4
26.7%
S 3
20.0%
H 3
20.0%
P 1
 
6.7%
C 1
 
6.7%
E 1
 
6.7%
T 1
 
6.7%
I 1
 
6.7%
Space Separator
ValueCountFrequency (%)
240
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 8
100.0%
Lowercase Letter
ValueCountFrequency (%)
e 3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2192
83.4%
Common 418
 
15.9%
Latin 18
 
0.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
광 233
 
10.6%
전 230
 
10.5%
발 227
 
10.4%
소 227
 
10.4%
양 216
 
9.9%
태 213
 
9.7%
호 96
 
4.4%
지 30
 
1.4%
산 26
 
1.2%
라 25
 
1.1%
Other values (167) 669
30.5%
Common
ValueCountFrequency (%)
240
57.4%
1 53
 
12.7%
2 43
 
10.3%
5 21
 
5.0%
0 14
 
3.3%
3 13
 
3.1%
4 11
 
2.6%
7 5
 
1.2%
8 4
 
1.0%
6 4
 
1.0%
Other values (4) 10
 
2.4%
Latin
ValueCountFrequency (%)
J 4
22.2%
e 3
16.7%
S 3
16.7%
H 3
16.7%
P 1
 
5.6%
C 1
 
5.6%
E 1
 
5.6%
T 1
 
5.6%
I 1
 
5.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2184
83.1%
ASCII 436
 
16.6%
None 8
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
240
55.0%
1 53
 
12.2%
2 43
 
9.9%
5 21
 
4.8%
0 14
 
3.2%
3 13
 
3.0%
4 11
 
2.5%
7 5
 
1.1%
8 4
 
0.9%
J 4
 
0.9%
Other values (13) 28
 
6.4%
Hangul
ValueCountFrequency (%)
광 233
 
10.7%
전 230
 
10.5%
발 227
 
10.4%
소 227
 
10.4%
양 216
 
9.9%
태 213
 
9.8%
호 96
 
4.4%
지 30
 
1.4%
산 26
 
1.2%
라 25
 
1.1%
Other values (166) 661
30.3%
None
ValueCountFrequency (%)
㈜ 8
100.0%

설치장소
Text

Distinct153
Distinct (%)60.7%
Missing0
Missing (%)0.0%
Memory size2.1 KiB
2023-12-11T09:36:24.771331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length43
Median length37
Mean length23.269841
Min length17

Characters and Unicode

Total characters5864
Distinct characters104
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique105 ?
Unique (%)41.7%

Sample

1st row경상남도 합천군 묘산면 반포리 46
2nd row경상남도 합천군 묘산면 광산리 203
3rd row경상남도 합천군 묘산면 광산리 203-1
4th row경상남도 합천군 묘산면 광산리 203-2
5th row경상남도 합천군 봉산면 권빈리 204
ValueCountFrequency (%)
경상남도 252
 
18.1%
합천군 252
 
18.1%
묘산면 44
 
3.2%
쌍백면 27
 
1.9%
가야면 24
 
1.7%
청덕면 23
 
1.6%
합천읍 20
 
1.4%
광산리 20
 
1.4%
봉산면 19
 
1.4%
초계면 19
 
1.4%
Other values (265) 695
49.8%
2023-12-11T09:36:25.179311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1144
19.5%
천 274
 
4.7%
합 272
 
4.6%
도 264
 
4.5%
상 261
 
4.5%
군 252
 
4.3%
경 252
 
4.3%
남 252
 
4.3%
리 248
 
4.2%
면 226
 
3.9%
Other values (94) 2419
41.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3318
56.6%
Space Separator 1144
 
19.5%
Decimal Number 1142
 
19.5%
Other Punctuation 131
 
2.2%
Dash Punctuation 129
 
2.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
천 274
 
8.3%
합 272
 
8.2%
도 264
 
8.0%
상 261
 
7.9%
군 252
 
7.6%
경 252
 
7.6%
남 252
 
7.6%
리 248
 
7.5%
면 226
 
6.8%
산 152
 
4.6%
Other values (81) 865
26.1%
Decimal Number
ValueCountFrequency (%)
1 176
15.4%
2 158
13.8%
3 148
13.0%
6 116
10.2%
5 115
10.1%
4 111
9.7%
8 89
7.8%
9 84
7.4%
0 78
6.8%
7 67
 
5.9%
Space Separator
ValueCountFrequency (%)
1144
100.0%
Other Punctuation
ValueCountFrequency (%)
, 131
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 129
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3318
56.6%
Common 2546
43.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
천 274
 
8.3%
합 272
 
8.2%
도 264
 
8.0%
상 261
 
7.9%
군 252
 
7.6%
경 252
 
7.6%
남 252
 
7.6%
리 248
 
7.5%
면 226
 
6.8%
산 152
 
4.6%
Other values (81) 865
26.1%
Common
ValueCountFrequency (%)
1144
44.9%
1 176
 
6.9%
2 158
 
6.2%
3 148
 
5.8%
, 131
 
5.1%
- 129
 
5.1%
6 116
 
4.6%
5 115
 
4.5%
4 111
 
4.4%
8 89
 
3.5%
Other values (3) 229
 
9.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3318
56.6%
ASCII 2546
43.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1144
44.9%
1 176
 
6.9%
2 158
 
6.2%
3 148
 
5.8%
, 131
 
5.1%
- 129
 
5.1%
6 116
 
4.6%
5 115
 
4.5%
4 111
 
4.4%
8 89
 
3.5%
Other values (3) 229
 
9.0%
Hangul
ValueCountFrequency (%)
천 274
 
8.3%
합 272
 
8.2%
도 264
 
8.0%
상 261
 
7.9%
군 252
 
7.6%
경 252
 
7.6%
남 252
 
7.6%
리 248
 
7.5%
면 226
 
6.8%
산 152
 
4.6%
Other values (81) 865
26.1%

원동력의종류
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.1 KiB
태양광
252 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
태양광 252
100.0%

Length

2023-12-11T09:36:25.305604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T09:36:25.389778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
태양광 252
100.0%

설비용량KW
Real number (ℝ)

Distinct82
Distinct (%)32.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean189.17044
Minimum19.44
Maximum999.72
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 KiB
2023-12-11T09:36:25.501205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum19.44
5-th percentile88.92
Q198.55
median99.21
Q399.855
95-th percentile904.265
Maximum999.72
Range980.28
Interquartile range (IQR)1.305

Descriptive statistics

Standard deviation224.92239
Coefficient of variation (CV)1.1889933
Kurtosis6.2470245
Mean189.17044
Median Absolute Deviation (MAD)0.66
Skewness2.6448757
Sum47670.95
Variance50590.08
MonotonicityNot monotonic
2023-12-11T09:36:25.648108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
99.0 35
 
13.9%
99.36 20
 
7.9%
98.55 16
 
6.3%
99.45 13
 
5.2%
98.28 11
 
4.4%
97.2 10
 
4.0%
99.2 9
 
3.6%
496.86 7
 
2.8%
99.6 6
 
2.4%
97.44 5
 
2.0%
Other values (72) 120
47.6%
ValueCountFrequency (%)
19.44 1
0.4%
49.5 1
0.4%
49.88 1
0.4%
52.26 2
0.8%
63.7 1
0.4%
67.5 1
0.4%
72.0 1
0.4%
75.6 1
0.4%
82.8 1
0.4%
87.15 1
0.4%
ValueCountFrequency (%)
999.72 1
 
0.4%
997.92 3
1.2%
996.96 1
 
0.4%
994.5 1
 
0.4%
993.6 1
 
0.4%
992.07 1
 
0.4%
990.0 4
1.6%
985.5 1
 
0.4%
837.8 1
 
0.4%
499.38 1
 
0.4%

인가일자
Date

Distinct121
Distinct (%)48.0%
Missing0
Missing (%)0.0%
Memory size2.1 KiB
Minimum2018-01-08 00:00:00
Maximum2022-06-03 00:00:00
2023-12-11T09:36:25.759548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T09:36:25.917914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Interactions

2023-12-11T09:36:23.455311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-11T09:36:23.542968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T09:36:23.625308image/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

상호설치장소원동력의종류설비용량KW인가일자
0계산1구마을회 태양광발전소경상남도 합천군 묘산면 반포리 46태양광98.282022-06-03
1광산1호 태양광발전소경상남도 합천군 묘산면 광산리 203태양광97.442022-05-10
2광산2호 태양광발전소경상남도 합천군 묘산면 광산리 203-1태양광97.442022-05-10
3광산3호 태양광발전소경상남도 합천군 묘산면 광산리 203-2태양광97.442022-05-10
4권빈1호 태양광발전소경상남도 합천군 봉산면 권빈리 204태양광99.762022-04-18
5권빈2호 태양광발전소경상남도 합천군 봉산면 권빈리 204태양광99.762022-04-18
6와리3호 태양광발전소경상남도 합천군 율곡면 와리 251, 252-2태양광99.52022-03-15
7와리4호 태양광발전소경상남도 합천군 율곡면 와리 252-2태양광99.52022-03-15
8와리5호 태양광발전소경상남도 합천군 율곡면 와리 251-1, 252-2태양광99.52022-03-15
9주식회사 권빈1구태양광경상남도 합천군 가야면 청현리 103, 105, 106태양광98.562022-03-14
상호설치장소원동력의종류설비용량KW인가일자
242e-에너지제5태양광발전소경상남도 합천군 묘산면 도옥리 206태양광99.22018-01-19
243한빛솔라경상남도 합천군 묘산면 도옥리 206태양광99.22018-01-19
244경복솔라에너지경상남도 합천군 묘산면 도옥리 206태양광99.22018-01-19
245경문 태양광발전소경상남도 합천군 합천읍 외곡리 327-3태양광98.282018-01-16
246JS 태양광발전소경상남도 합천군 쌍백면 운곡리 산45태양광99.02018-01-08
247미지 태양광발전소경상남도 합천군 쌍백면 운곡리 산38태양광99.02018-01-08
248팔만 태양광발전소경상남도 합천군 쌍백면 운곡리 산38태양광99.02018-01-08
249프라임1호 태양광발전소경상남도 합천군 합천읍 외곡리 327-3태양광98.282018-01-08
250난우 태양광발전소경상남도 합천군 율곡면 갑산리 671-5태양광99.02018-01-08
251광동 태양광발전소경상남도 합천군 율곡면 갑산리 671-5태양광49.52018-01-08

Duplicate rows

Most frequently occurring

상호설치장소원동력의종류설비용량KW인가일자# duplicates
0우곡115솔라팜 태양광발전소경상남도 합천군 용주면 우곡리 98 외태양광99.362018-08-213