Overview

Dataset statistics

Number of variables7
Number of observations102
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.9 KiB
Average record size in memory59.3 B

Variable types

Numeric2
Categorical5

Dataset

Description광산구 평생학습포털(https://edu.gwangsan.go.kr/) 콘텐츠관리(콘텐츠내용, 버전, 등록일시) 정보를 제공합니다.
URLhttps://www.data.go.kr/data/15049648/fileData.do

Alerts

메뉴 has constant value ""Constant
데이터기준일자 has constant value ""Constant
등록일자 is highly overall correlated with 버전 and 1 other fieldsHigh correlation
배포일자 is highly overall correlated with 버전 and 1 other fieldsHigh correlation
연번 is highly overall correlated with 콘텐츠내용High correlation
버전 is highly overall correlated with 등록일자 and 1 other fieldsHigh correlation
콘텐츠내용 is highly overall correlated with 연번High correlation
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 19:09:02.004622
Analysis finished2023-12-12 19:09:02.979873
Duration0.98 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct102
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51.5
Minimum1
Maximum102
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-13T04:09:03.084096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile6.05
Q126.25
median51.5
Q376.75
95-th percentile96.95
Maximum102
Range101
Interquartile range (IQR)50.5

Descriptive statistics

Standard deviation29.588849
Coefficient of variation (CV)0.57454076
Kurtosis-1.2
Mean51.5
Median Absolute Deviation (MAD)25.5
Skewness0
Sum5253
Variance875.5
MonotonicityStrictly increasing
2023-12-13T04:09:03.277040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.0%
66 1
 
1.0%
76 1
 
1.0%
75 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%
Other values (92) 92
90.2%
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 (%)
102 1
1.0%
101 1
1.0%
100 1
1.0%
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%

메뉴
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
광산구 평생학습포털 배우랑께
102 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row광산구 평생학습포털 배우랑께
2nd row광산구 평생학습포털 배우랑께
3rd row광산구 평생학습포털 배우랑께
4th row광산구 평생학습포털 배우랑께
5th row광산구 평생학습포털 배우랑께

Common Values

ValueCountFrequency (%)
광산구 평생학습포털 배우랑께 102
100.0%

Length

2023-12-13T04:09:03.469447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T04:09:03.627096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
광산구 102
33.3%
평생학습포털 102
33.3%
배우랑께 102
33.3%

콘텐츠내용
Categorical

HIGH CORRELATION 

Distinct12
Distinct (%)11.8%
Missing0
Missing (%)0.0%
Memory size948.0 B
수강 및 결제 안내
23 
동 평생학습센터 소개
20 
인사말
9 
학습동아리 소개
8 
연혁
8 
Other values (7)
34 

Length

Max length12
Median length10
Mean length7.4215686
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row수강 및 결제 안내
2nd row수강 및 결제 안내
3rd row수강 및 결제 안내
4th row수강 및 결제 안내
5th row수강 및 결제 안내

Common Values

ValueCountFrequency (%)
수강 및 결제 안내 23
22.5%
동 평생학습센터 소개 20
19.6%
인사말 9
 
8.8%
학습동아리 소개 8
 
7.8%
연혁 8
 
7.8%
주요사업 8
 
7.8%
학습공간 안내 6
 
5.9%
소개 5
 
4.9%
자주하는 질문(FAQ) 5
 
4.9%
강사은행제안내 4
 
3.9%
Other values (2) 6
 
5.9%

Length

2023-12-13T04:09:03.771161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
소개 33
14.3%
안내 29
12.6%
수강 23
10.0%
결제 23
10.0%
및 23
10.0%
동 20
8.7%
평생학습센터 20
8.7%
인사말 9
 
3.9%
주요사업 8
 
3.5%
학습동아리 8
 
3.5%
Other values (7) 34
14.8%

버전
Real number (ℝ)

HIGH CORRELATION 

Distinct23
Distinct (%)22.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.9901961
Minimum1
Maximum23
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-13T04:09:03.920172image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median5
Q39
95-th percentile19
Maximum23
Range22
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.7789223
Coefficient of variation (CV)0.82671819
Kurtosis0.30878618
Mean6.9901961
Median Absolute Deviation (MAD)3
Skewness1.1363764
Sum713
Variance33.395943
MonotonicityNot monotonic
2023-12-13T04:09:04.057588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
1 12
11.8%
2 12
11.8%
4 11
10.8%
3 11
10.8%
5 9
 
8.8%
6 7
 
6.9%
7 6
 
5.9%
8 6
 
5.9%
9 3
 
2.9%
12 2
 
2.0%
Other values (13) 23
22.5%
ValueCountFrequency (%)
1 12
11.8%
2 12
11.8%
3 11
10.8%
4 11
10.8%
5 9
8.8%
6 7
6.9%
7 6
5.9%
8 6
5.9%
9 3
 
2.9%
10 2
 
2.0%
ValueCountFrequency (%)
23 1
1.0%
22 1
1.0%
21 1
1.0%
20 2
2.0%
19 2
2.0%
18 2
2.0%
17 2
2.0%
16 2
2.0%
15 2
2.0%
14 2
2.0%

등록일자
Categorical

HIGH CORRELATION 

Distinct37
Distinct (%)36.3%
Missing0
Missing (%)0.0%
Memory size948.0 B
2020-12-23
10 
2021-01-15
7 
2021-01-25
7 
2022-03-17
7 
2020-12-27
 
6
Other values (32)
65 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique16 ?
Unique (%)15.7%

Sample

1st row2022-07-15
2nd row2022-07-15
3rd row2022-07-14
4th row2022-07-14
5th row2022-07-14

Common Values

ValueCountFrequency (%)
2020-12-23 10
 
9.8%
2021-01-15 7
 
6.9%
2021-01-25 7
 
6.9%
2022-03-17 7
 
6.9%
2020-12-27 6
 
5.9%
2021-01-28 6
 
5.9%
2021-04-29 5
 
4.9%
2021-02-23 5
 
4.9%
2022-07-14 4
 
3.9%
2021-03-25 3
 
2.9%
Other values (27) 42
41.2%

Length

2023-12-13T04:09:04.560312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2020-12-23 10
 
9.8%
2022-03-17 7
 
6.9%
2021-01-15 7
 
6.9%
2021-01-25 7
 
6.9%
2020-12-27 6
 
5.9%
2021-01-28 6
 
5.9%
2021-04-29 5
 
4.9%
2021-02-23 5
 
4.9%
2022-07-14 4
 
3.9%
2021-03-25 3
 
2.9%
Other values (27) 42
41.2%

배포일자
Categorical

HIGH CORRELATION 

Distinct37
Distinct (%)36.3%
Missing0
Missing (%)0.0%
Memory size948.0 B
2020-12-23
10 
2021-01-15
7 
2021-01-25
7 
2022-03-17
7 
2020-12-27
 
6
Other values (32)
65 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique16 ?
Unique (%)15.7%

Sample

1st row2022-07-15
2nd row2022-07-15
3rd row2022-07-14
4th row2022-07-14
5th row2022-07-14

Common Values

ValueCountFrequency (%)
2020-12-23 10
 
9.8%
2021-01-15 7
 
6.9%
2021-01-25 7
 
6.9%
2022-03-17 7
 
6.9%
2020-12-27 6
 
5.9%
2021-01-28 6
 
5.9%
2021-04-29 5
 
4.9%
2021-02-23 5
 
4.9%
2022-07-14 4
 
3.9%
2021-03-25 3
 
2.9%
Other values (27) 42
41.2%

Length

2023-12-13T04:09:04.725700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2020-12-23 10
 
9.8%
2022-03-17 7
 
6.9%
2021-01-15 7
 
6.9%
2021-01-25 7
 
6.9%
2020-12-27 6
 
5.9%
2021-01-28 6
 
5.9%
2021-04-29 5
 
4.9%
2021-02-23 5
 
4.9%
2022-07-14 4
 
3.9%
2021-03-25 3
 
2.9%
Other values (27) 42
41.2%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
2022-12-31
102 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-12-31
2nd row2022-12-31
3rd row2022-12-31
4th row2022-12-31
5th row2022-12-31

Common Values

ValueCountFrequency (%)
2022-12-31 102
100.0%

Length

2023-12-13T04:09:04.881088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T04:09:05.010509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-12-31 102
100.0%

Interactions

2023-12-13T04:09:02.538197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T04:09:02.312294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T04:09:02.642062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T04:09:02.434823image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T04:09:05.094055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번콘텐츠내용버전등록일자배포일자
연번1.0000.9350.6870.8980.898
콘텐츠내용0.9351.0000.0000.8880.888
버전0.6870.0001.0000.9140.914
등록일자0.8980.8880.9141.0001.000
배포일자0.8980.8880.9141.0001.000
2023-12-13T04:09:05.230911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
등록일자배포일자콘텐츠내용
등록일자1.0001.0000.450
배포일자1.0001.0000.450
콘텐츠내용0.4500.4501.000
2023-12-13T04:09:05.453619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번버전콘텐츠내용등록일자배포일자
연번1.000-0.1470.7560.4940.494
버전-0.1471.0000.0000.5630.563
콘텐츠내용0.7560.0001.0000.4500.450
등록일자0.4940.5630.4501.0001.000
배포일자0.4940.5630.4501.0001.000

Missing values

2023-12-13T04:09:02.777834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T04:09:02.921761image/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

연번메뉴콘텐츠내용버전등록일자배포일자데이터기준일자
01광산구 평생학습포털 배우랑께수강 및 결제 안내232022-07-152022-07-152022-12-31
12광산구 평생학습포털 배우랑께수강 및 결제 안내222022-07-152022-07-152022-12-31
23광산구 평생학습포털 배우랑께수강 및 결제 안내212022-07-142022-07-142022-12-31
34광산구 평생학습포털 배우랑께수강 및 결제 안내202022-07-142022-07-142022-12-31
45광산구 평생학습포털 배우랑께수강 및 결제 안내192022-07-142022-07-142022-12-31
56광산구 평생학습포털 배우랑께수강 및 결제 안내182022-07-142022-07-142022-12-31
67광산구 평생학습포털 배우랑께수강 및 결제 안내172022-04-182022-04-182022-12-31
78광산구 평생학습포털 배우랑께수강 및 결제 안내162022-04-112022-04-112022-12-31
89광산구 평생학습포털 배우랑께수강 및 결제 안내152022-04-112022-04-112022-12-31
910광산구 평생학습포털 배우랑께수강 및 결제 안내142022-03-182022-03-182022-12-31
연번메뉴콘텐츠내용버전등록일자배포일자데이터기준일자
9293광산구 평생학습포털 배우랑께동 평생학습센터 소개102022-03-252022-03-252022-12-31
9394광산구 평생학습포털 배우랑께동 평생학습센터 소개92021-04-292021-04-292022-12-31
9495광산구 평생학습포털 배우랑께동 평생학습센터 소개82021-04-292021-04-292022-12-31
9596광산구 평생학습포털 배우랑께동 평생학습센터 소개72021-04-292021-04-292022-12-31
9697광산구 평생학습포털 배우랑께동 평생학습센터 소개62021-04-292021-04-292022-12-31
9798광산구 평생학습포털 배우랑께동 평생학습센터 소개52021-04-292021-04-292022-12-31
9899광산구 평생학습포털 배우랑께동 평생학습센터 소개42021-04-272021-04-272022-12-31
99100광산구 평생학습포털 배우랑께동 평생학습센터 소개32021-02-232021-02-232022-12-31
100101광산구 평생학습포털 배우랑께동 평생학습센터 소개22021-02-162021-02-162022-12-31
101102광산구 평생학습포털 배우랑께동 평생학습센터 소개12021-02-162021-02-162022-12-31