Overview

Dataset statistics

Number of variables7
Number of observations34
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 KiB
Average record size in memory60.9 B

Variable types

Categorical7

Dataset

Description함안군 군민 무료 정보화교육 과정과, 일정, 시간, 장소 등을 제공. 군민의 정보화 역량 향상을 위하여 매년 무료로 운영되는 사업
Author경상남도 함안군
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15040158

Alerts

교육일 has constant value ""Constant
교육장소 is highly overall correlated with 교육시간High correlation
접수기간 is highly overall correlated with 과정명 and 2 other fieldsHigh correlation
교육시간 is highly overall correlated with 교육장소High correlation
교육기간 is highly overall correlated with 접수기간 and 2 other fieldsHigh correlation
과정명 is highly overall correlated with 접수기간 and 1 other fieldsHigh correlation
교육일수 is highly overall correlated with 접수기간 and 1 other fieldsHigh correlation

Reproduction

Analysis started2024-04-17 10:20:51.018185
Analysis finished2024-04-17 10:20:51.419390
Duration0.4 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

접수기간
Categorical

HIGH CORRELATION 

Distinct12
Distinct (%)35.3%
Missing0
Missing (%)0.0%
Memory size404.0 B
2022-03-02~2022-03-04
3 
2022-03-22~2022-03-24
3 
2022-04-12~2022-04-14
3 
2022-05-03~2022-05-06
3 
2022-05-24~2022-05-26
3 
Other values (7)
19 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-03-02~2022-03-04
2nd row2022-03-02~2022-03-04
3rd row2022-03-02~2022-03-04
4th row2022-03-22~2022-03-24
5th row2022-03-22~2022-03-24

Common Values

ValueCountFrequency (%)
2022-03-02~2022-03-04 3
8.8%
2022-03-22~2022-03-24 3
8.8%
2022-04-12~2022-04-14 3
8.8%
2022-05-03~2022-05-06 3
8.8%
2022-05-24~2022-05-26 3
8.8%
2022-06-14~2022-06-16 3
8.8%
2022-08-16~2022-08-18 3
8.8%
2022-09-06~2022-09-08 3
8.8%
2022-09-27~2022-09-29 3
8.8%
2022-10-18~2022-10-20 3
8.8%
Other values (2) 4
11.8%

Length

2024-04-17T19:20:51.468220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2022-03-02~2022-03-04 3
8.8%
2022-03-22~2022-03-24 3
8.8%
2022-04-12~2022-04-14 3
8.8%
2022-05-03~2022-05-06 3
8.8%
2022-05-24~2022-05-26 3
8.8%
2022-06-14~2022-06-16 3
8.8%
2022-08-16~2022-08-18 3
8.8%
2022-09-06~2022-09-08 3
8.8%
2022-09-27~2022-09-29 3
8.8%
2022-10-18~2022-10-20 3
8.8%
Other values (2) 4
11.8%

과정명
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)11.8%
Missing0
Missing (%)0.0%
Memory size404.0 B
스마트폰(안드로이드)반
9 
컴퓨터 기초반
9 
한글반
8 
엑셀반
8 

Length

Max length12
Median length7
Mean length6.4411765
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row스마트폰(안드로이드)반
2nd row스마트폰(안드로이드)반
3rd row스마트폰(안드로이드)반
4th row컴퓨터 기초반
5th row컴퓨터 기초반

Common Values

ValueCountFrequency (%)
스마트폰(안드로이드)반 9
26.5%
컴퓨터 기초반 9
26.5%
한글반 8
23.5%
엑셀반 8
23.5%

Length

2024-04-17T19:20:51.556716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:20:51.632822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
스마트폰(안드로이드)반 9
20.9%
컴퓨터 9
20.9%
기초반 9
20.9%
한글반 8
18.6%
엑셀반 8
18.6%

교육기간
Categorical

HIGH CORRELATION 

Distinct12
Distinct (%)35.3%
Missing0
Missing (%)0.0%
Memory size404.0 B
2022-03-14~2022-03-31
3 
2022-04-04~2022-04-21
3 
2022-04-25~2022-05-12
3 
2022-05-16~2022-06-02
3 
2022-06-07~2022-06-23
3 
Other values (7)
19 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-03-14~2022-03-31
2nd row2022-03-14~2022-03-31
3rd row2022-03-14~2022-03-31
4th row2022-04-04~2022-04-21
5th row2022-04-04~2022-04-21

Common Values

ValueCountFrequency (%)
2022-03-14~2022-03-31 3
8.8%
2022-04-04~2022-04-21 3
8.8%
2022-04-25~2022-05-12 3
8.8%
2022-05-16~2022-06-02 3
8.8%
2022-06-07~2022-06-23 3
8.8%
2022-06-27~2022-07-14 3
8.8%
2022-08-29~2022-09-15 3
8.8%
2022-09-19~2022-10-06 3
8.8%
2022-10-11~2022-10-27 3
8.8%
2022-10-31~2022-11-17 3
8.8%
Other values (2) 4
11.8%

Length

2024-04-17T19:20:51.718278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2022-03-14~2022-03-31 3
8.8%
2022-04-04~2022-04-21 3
8.8%
2022-04-25~2022-05-12 3
8.8%
2022-05-16~2022-06-02 3
8.8%
2022-06-07~2022-06-23 3
8.8%
2022-06-27~2022-07-14 3
8.8%
2022-08-29~2022-09-15 3
8.8%
2022-09-19~2022-10-06 3
8.8%
2022-10-11~2022-10-27 3
8.8%
2022-10-31~2022-11-17 3
8.8%
Other values (2) 4
11.8%

교육일수
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.9%
Missing0
Missing (%)0.0%
Memory size404.0 B
11
20 
12
14 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row12
2nd row12
3rd row12
4th row12
5th row12

Common Values

ValueCountFrequency (%)
11 20
58.8%
12 14
41.2%

Length

2024-04-17T19:20:51.805001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:20:51.889026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
11 20
58.8%
12 14
41.2%

교육일
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size404.0 B
월,화,수,목
34 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row월,화,수,목
2nd row월,화,수,목
3rd row월,화,수,목
4th row월,화,수,목
5th row월,화,수,목

Common Values

ValueCountFrequency (%)
월,화,수,목 34
100.0%

Length

2024-04-17T19:20:51.976479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:20:52.049405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
월,화,수,목 34
100.0%

교육시간
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.9%
Missing0
Missing (%)0.0%
Memory size404.0 B
10:00 ~ 12:00
22 
14:00 ~ 16:00
12 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row10:00 ~ 12:00
2nd row10:00 ~ 12:00
3rd row14:00 ~ 16:00
4th row10:00 ~ 12:00
5th row10:00 ~ 12:00

Common Values

ValueCountFrequency (%)
10:00 ~ 12:00 22
64.7%
14:00 ~ 16:00 12
35.3%

Length

2024-04-17T19:20:52.128066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:20:52.204780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
34
33.3%
10:00 22
21.6%
12:00 22
21.6%
14:00 12
 
11.8%
16:00 12
 
11.8%

교육장소
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Memory size404.0 B
군북
12 
가야
12 
칠원
10 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row군북
2nd row칠원
3rd row가야
4th row군북
5th row칠원

Common Values

ValueCountFrequency (%)
군북 12
35.3%
가야 12
35.3%
칠원 10
29.4%

Length

2024-04-17T19:20:52.284904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:20:52.364439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
군북 12
35.3%
가야 12
35.3%
칠원 10
29.4%

Correlations

2024-04-17T19:20:52.424423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
접수기간과정명교육기간교육일수교육시간교육장소
접수기간1.0001.0001.0001.0000.0000.000
과정명1.0001.0001.0000.2010.0000.000
교육기간1.0001.0001.0001.0000.0000.000
교육일수1.0000.2011.0001.0000.0000.000
교육시간0.0000.0000.0000.0001.0001.000
교육장소0.0000.0000.0000.0001.0001.000
2024-04-17T19:20:52.512773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육장소접수기간과정명교육시간교육일수교육기간
교육장소1.0000.0000.0000.9840.0000.000
접수기간0.0001.0000.8560.0000.8291.000
과정명0.0000.8561.0000.0000.1180.856
교육시간0.9840.0000.0001.0000.0000.000
교육일수0.0000.8290.1180.0001.0000.829
교육기간0.0001.0000.8560.0000.8291.000
2024-04-17T19:20:52.600013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
접수기간과정명교육기간교육일수교육시간교육장소
접수기간1.0000.8561.0000.8290.0000.000
과정명0.8561.0000.8560.1180.0000.000
교육기간1.0000.8561.0000.8290.0000.000
교육일수0.8290.1180.8291.0000.0000.000
교육시간0.0000.0000.0000.0001.0000.984
교육장소0.0000.0000.0000.0000.9841.000

Missing values

2024-04-17T19:20:51.302292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-17T19:20:51.386571image/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

접수기간과정명교육기간교육일수교육일교육시간교육장소
02022-03-02~2022-03-04스마트폰(안드로이드)반2022-03-14~2022-03-3112월,화,수,목10:00 ~ 12:00군북
12022-03-02~2022-03-04스마트폰(안드로이드)반2022-03-14~2022-03-3112월,화,수,목10:00 ~ 12:00칠원
22022-03-02~2022-03-04스마트폰(안드로이드)반2022-03-14~2022-03-3112월,화,수,목14:00 ~ 16:00가야
32022-03-22~2022-03-24컴퓨터 기초반2022-04-04~2022-04-2112월,화,수,목10:00 ~ 12:00군북
42022-03-22~2022-03-24컴퓨터 기초반2022-04-04~2022-04-2112월,화,수,목10:00 ~ 12:00칠원
52022-03-22~2022-03-24컴퓨터 기초반2022-04-04~2022-04-2112월,화,수,목14:00 ~ 16:00가야
62022-04-12~2022-04-14한글반2022-04-25~2022-05-1211월,화,수,목10:00 ~ 12:00군북
72022-04-12~2022-04-14한글반2022-04-25~2022-05-1211월,화,수,목10:00 ~ 12:00칠원
82022-04-12~2022-04-14한글반2022-04-25~2022-05-1211월,화,수,목14:00 ~ 16:00가야
92022-05-03~2022-05-06엑셀반2022-05-16~2022-06-0211월,화,수,목10:00 ~ 12:00군북
접수기간과정명교육기간교육일수교육일교육시간교육장소
242022-08-16~2022-08-18스마트폰(안드로이드)반2022-08-29~2022-09-1511월,화,수,목14:00 ~ 16:00가야
252022-09-06~2022-09-08컴퓨터 기초반2022-09-19~2022-10-0611월,화,수,목10:00 ~ 12:00군북
262022-09-06~2022-09-08컴퓨터 기초반2022-09-19~2022-10-0611월,화,수,목10:00 ~ 12:00칠원
272022-09-06~2022-09-08컴퓨터 기초반2022-09-19~2022-10-0611월,화,수,목14:00 ~ 16:00가야
282022-09-27~2022-09-29한글반2022-10-11~2022-10-2711월,화,수,목10:00 ~ 12:00군북
292022-09-27~2022-09-29한글반2022-10-11~2022-10-2711월,화,수,목10:00 ~ 12:00칠원
302022-09-27~2022-09-29한글반2022-10-11~2022-10-2711월,화,수,목14:00 ~ 16:00가야
312022-10-18~2022-10-20엑셀반2022-10-31~2022-11-1712월,화,수,목10:00 ~ 12:00군북
322022-10-18~2022-10-20엑셀반2022-10-31~2022-11-1712월,화,수,목10:00 ~ 12:00칠원
332022-10-18~2022-10-20엑셀반2022-10-31~2022-11-1712월,화,수,목14:00 ~ 16:00가야