Overview

Dataset statistics

Number of variables4
Number of observations48
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.7 KiB
Average record size in memory35.8 B

Variable types

Numeric1
Text2
Categorical1

Dataset

Description한국남부발전(주)_홈페이지 메뉴구성에 대한 데이터로 순번, 메뉴명, 배너경로(URL), 등록일의 항목을 제공하고 있습니다.
Author한국남부발전(주)
URLhttps://www.data.go.kr/data/15124858/fileData.do

Alerts

등록일 is highly imbalanced (58.7%)Imbalance
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-11 22:57:09.117829
Analysis finished2023-12-11 22:57:09.901975
Duration0.78 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct48
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.5
Minimum1
Maximum48
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-12T07:57:10.015973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.35
Q112.75
median24.5
Q336.25
95-th percentile45.65
Maximum48
Range47
Interquartile range (IQR)23.5

Descriptive statistics

Standard deviation14
Coefficient of variation (CV)0.57142857
Kurtosis-1.2
Mean24.5
Median Absolute Deviation (MAD)12
Skewness0
Sum1176
Variance196
MonotonicityStrictly increasing
2023-12-12T07:57:10.185678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
1 1
 
2.1%
26 1
 
2.1%
28 1
 
2.1%
29 1
 
2.1%
30 1
 
2.1%
31 1
 
2.1%
32 1
 
2.1%
33 1
 
2.1%
34 1
 
2.1%
35 1
 
2.1%
Other values (38) 38
79.2%
ValueCountFrequency (%)
1 1
2.1%
2 1
2.1%
3 1
2.1%
4 1
2.1%
5 1
2.1%
6 1
2.1%
7 1
2.1%
8 1
2.1%
9 1
2.1%
10 1
2.1%
ValueCountFrequency (%)
48 1
2.1%
47 1
2.1%
46 1
2.1%
45 1
2.1%
44 1
2.1%
43 1
2.1%
42 1
2.1%
41 1
2.1%
40 1
2.1%
39 1
2.1%

메뉴명
Text

Distinct47
Distinct (%)97.9%
Missing0
Missing (%)0.0%
Memory size516.0 B
2023-12-12T07:57:10.484357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length6.1666667
Min length3

Characters and Unicode

Total characters296
Distinct characters127
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique46 ?
Unique (%)95.8%

Sample

1st row정보공개
2nd row정보공개 안내
3rd row사전정보 공표
4th row공공데이터 개방
5th row사업 실명제
ValueCountFrequency (%)
이사회 3
 
4.1%
정보공개 3
 
4.1%
사규 2
 
2.7%
esg 2
 
2.7%
신청 2
 
2.7%
사이버 1
 
1.4%
일자리 1
 
1.4%
국민 1
 
1.4%
생각함 1
 
1.4%
g 1
 
1.4%
Other values (57) 57
77.0%
2023-12-12T07:57:10.919204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
26
 
8.8%
사 15
 
5.1%
정 10
 
3.4%
공 10
 
3.4%
보 8
 
2.7%
회 7
 
2.4%
경 7
 
2.4%
개 7
 
2.4%
영 6
 
2.0%
이 5
 
1.7%
Other values (117) 195
65.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 244
82.4%
Space Separator 26
 
8.8%
Uppercase Letter 17
 
5.7%
Close Punctuation 3
 
1.0%
Open Punctuation 3
 
1.0%
Other Punctuation 3
 
1.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 15
 
6.1%
정 10
 
4.1%
공 10
 
4.1%
보 8
 
3.3%
회 7
 
2.9%
경 7
 
2.9%
개 7
 
2.9%
영 6
 
2.5%
이 5
 
2.0%
터 5
 
2.0%
Other values (105) 164
67.2%
Uppercase Letter
ValueCountFrequency (%)
E 4
23.5%
S 4
23.5%
O 3
17.6%
G 3
17.6%
P 1
 
5.9%
K 1
 
5.9%
C 1
 
5.9%
Other Punctuation
ValueCountFrequency (%)
/ 2
66.7%
· 1
33.3%
Space Separator
ValueCountFrequency (%)
26
100.0%
Close Punctuation
ValueCountFrequency (%)
] 3
100.0%
Open Punctuation
ValueCountFrequency (%)
[ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 244
82.4%
Common 35
 
11.8%
Latin 17
 
5.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 15
 
6.1%
정 10
 
4.1%
공 10
 
4.1%
보 8
 
3.3%
회 7
 
2.9%
경 7
 
2.9%
개 7
 
2.9%
영 6
 
2.5%
이 5
 
2.0%
터 5
 
2.0%
Other values (105) 164
67.2%
Latin
ValueCountFrequency (%)
E 4
23.5%
S 4
23.5%
O 3
17.6%
G 3
17.6%
P 1
 
5.9%
K 1
 
5.9%
C 1
 
5.9%
Common
ValueCountFrequency (%)
26
74.3%
] 3
 
8.6%
[ 3
 
8.6%
/ 2
 
5.7%
· 1
 
2.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 244
82.4%
ASCII 51
 
17.2%
None 1
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
26
51.0%
E 4
 
7.8%
S 4
 
7.8%
O 3
 
5.9%
] 3
 
5.9%
G 3
 
5.9%
[ 3
 
5.9%
/ 2
 
3.9%
P 1
 
2.0%
K 1
 
2.0%
Hangul
ValueCountFrequency (%)
사 15
 
6.1%
정 10
 
4.1%
공 10
 
4.1%
보 8
 
3.3%
회 7
 
2.9%
경 7
 
2.9%
개 7
 
2.9%
영 6
 
2.5%
이 5
 
2.0%
터 5
 
2.0%
Other values (105) 164
67.2%
None
ValueCountFrequency (%)
· 1
100.0%

배너경로(URL)
Text

Distinct46
Distinct (%)95.8%
Missing0
Missing (%)0.0%
Memory size516.0 B
2023-12-12T07:57:11.239351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length44
Mean length43.020833
Min length25

Characters and Unicode

Total characters2065
Distinct characters32
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique45 ?
Unique (%)93.8%

Sample

1st rowhttps://www.kospo.co.kr/kospo/65/subview.do
2nd rowhttps://www.kospo.co.kr/kospo/219/subview.do
3rd rowhttps://www.kospo.co.kr/kospo/70/subview.do
4th rowhttps://www.kospo.co.kr/kospo/117/subview.do
5th rowhttps://www.kospo.co.kr/kospo/122/subview.do
ValueCountFrequency (%)
https://www.kospo.co.kr/kospo/207/subview.do 3
 
6.2%
https://www.kospo.co.kr/kospo/258/subview.do 1
 
2.1%
https://www.kospo.co.kr/kospo/111/subview.do 1
 
2.1%
https://www.kospo.co.kr/kospo/760/subview.do 1
 
2.1%
https://www.kospo.co.kr/kospo/67/subview.do 1
 
2.1%
https://www.kospo.co.kr/kospo/816/subview.do 1
 
2.1%
https://www.kospo.co.kr/kospo/266/subview.do 1
 
2.1%
https://www.kospo.co.kr/kospo/161/subview.do 1
 
2.1%
https://www.kospo.co.kr/kospo/264/subview.do 1
 
2.1%
https://www.kospo.co.kr/kospo/837/subview.do 1
 
2.1%
Other values (36) 36
75.0%
2023-12-12T07:57:11.757717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
o 281
13.6%
/ 236
11.4%
. 189
 
9.2%
s 188
 
9.1%
w 184
 
8.9%
p 143
 
6.9%
k 143
 
6.9%
t 98
 
4.7%
h 48
 
2.3%
: 48
 
2.3%
Other values (22) 507
24.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1465
70.9%
Other Punctuation 473
 
22.9%
Decimal Number 126
 
6.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 281
19.2%
s 188
12.8%
w 184
12.6%
p 143
9.8%
k 143
9.8%
t 98
 
6.7%
h 48
 
3.3%
c 48
 
3.3%
r 48
 
3.3%
i 48
 
3.3%
Other values (8) 236
16.1%
Decimal Number
ValueCountFrequency (%)
1 23
18.3%
6 21
16.7%
7 17
13.5%
2 14
11.1%
8 13
10.3%
0 9
 
7.1%
5 9
 
7.1%
4 8
 
6.3%
3 6
 
4.8%
9 6
 
4.8%
Other Punctuation
ValueCountFrequency (%)
/ 236
49.9%
. 189
40.0%
: 48
 
10.1%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1465
70.9%
Common 600
29.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 281
19.2%
s 188
12.8%
w 184
12.6%
p 143
9.8%
k 143
9.8%
t 98
 
6.7%
h 48
 
3.3%
c 48
 
3.3%
r 48
 
3.3%
i 48
 
3.3%
Other values (8) 236
16.1%
Common
ValueCountFrequency (%)
/ 236
39.3%
. 189
31.5%
: 48
 
8.0%
1 23
 
3.8%
6 21
 
3.5%
7 17
 
2.8%
2 14
 
2.3%
8 13
 
2.2%
0 9
 
1.5%
5 9
 
1.5%
Other values (4) 21
 
3.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2065
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o 281
13.6%
/ 236
11.4%
. 189
 
9.2%
s 188
 
9.1%
w 184
 
8.9%
p 143
 
6.9%
k 143
 
6.9%
t 98
 
4.7%
h 48
 
2.3%
: 48
 
2.3%
Other values (22) 507
24.6%

등록일
Categorical

IMBALANCE 

Distinct11
Distinct (%)22.9%
Missing0
Missing (%)0.0%
Memory size516.0 B
2020-08-10
38 
2021-11-05
 
1
2020-09-29
 
1
2020-10-06
 
1
2020-08-26
 
1
Other values (6)
6 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique10 ?
Unique (%)20.8%

Sample

1st row2020-08-10
2nd row2020-08-10
3rd row2020-08-10
4th row2020-08-10
5th row2020-08-10

Common Values

ValueCountFrequency (%)
2020-08-10 38
79.2%
2021-11-05 1
 
2.1%
2020-09-29 1
 
2.1%
2020-10-06 1
 
2.1%
2020-08-26 1
 
2.1%
2020-12-23 1
 
2.1%
2020-12-16 1
 
2.1%
2020-12-18 1
 
2.1%
2022-08-03 1
 
2.1%
2023-02-01 1
 
2.1%

Length

2023-12-12T07:57:11.896865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2020-08-10 38
79.2%
2021-11-05 1
 
2.1%
2020-09-29 1
 
2.1%
2020-10-06 1
 
2.1%
2020-08-26 1
 
2.1%
2020-12-23 1
 
2.1%
2020-12-16 1
 
2.1%
2020-12-18 1
 
2.1%
2022-08-03 1
 
2.1%
2023-02-01 1
 
2.1%

Interactions

2023-12-12T07:57:09.626323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T07:57:11.977085image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번메뉴명배너경로(URL)등록일
순번1.0000.9380.9510.321
메뉴명0.9381.0001.0001.000
배너경로(URL)0.9511.0001.0000.000
등록일0.3211.0000.0001.000
2023-12-12T07:57:12.104414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번등록일
순번1.0000.120
등록일0.1201.000

Missing values

2023-12-12T07:57:09.760450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T07:57:09.857940image/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

순번메뉴명배너경로(URL)등록일
01정보공개https://www.kospo.co.kr/kospo/65/subview.do2020-08-10
12정보공개 안내https://www.kospo.co.kr/kospo/219/subview.do2020-08-10
23사전정보 공표https://www.kospo.co.kr/kospo/70/subview.do2020-08-10
34공공데이터 개방https://www.kospo.co.kr/kospo/117/subview.do2020-08-10
45사업 실명제https://www.kospo.co.kr/kospo/122/subview.do2020-08-10
56경영공시https://www.kospo.co.kr/kospo/73/subview.do2020-08-10
67정관 및 사규https://www.kospo.co.kr/kospo/75/subview.do2020-08-10
78사규 제·개정 예고https://www.kospo.co.kr/kospo/76/subview.do2020-08-10
89기업지원https://www.kospo.co.kr/kospo/66/subview.do2020-08-10
910입찰정보https://www.kospo.co.kr/kospo/134/subview.do2020-08-10
순번메뉴명배너경로(URL)등록일
3839CEOhttps://www.kospo.co.kr/kospo/186/subview.do2020-08-10
3940비전/전략https://www.kospo.co.kr/kospo/104/subview.do2020-08-10
4041회사안내https://www.kospo.co.kr/kospo/188/subview.do2020-08-10
4142사업현황https://www.kospo.co.kr/kospo/199/subview.do2020-08-10
4243투자자정보https://www.kospo.co.kr/kospo/294/subview.do2020-08-10
4344이사회https://www.kospo.co.kr/kospo/207/subview.do2020-08-10
4445채용정보https://www.kospo.co.kr/kospo/211/subview.do2020-08-10
4546사이버 홍보실https://www.kospo.co.kr/kospo/216/subview.do2020-08-10
4647사업소안내https://www.kospo.co.kr/kospo/111/subview.do2020-08-10
4748찾아오시는 길https://www.kospo.co.kr/kospo/658/subview.do2020-08-10