Overview

Dataset statistics

Number of variables7
Number of observations65
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.7 KiB
Average record size in memory59.0 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
접수기간 is highly overall correlated with 과정명 and 2 other fieldsHigh correlation
과정명 is highly overall correlated with 접수기간 and 1 other fieldsHigh correlation
교육기간 is highly overall correlated with 접수기간 and 2 other fieldsHigh correlation
교육일수 is highly overall correlated with 접수기간 and 1 other fieldsHigh correlation
교육시간 is highly overall correlated with 교육장소High correlation
교육장소 is highly overall correlated with 교육시간High correlation

Reproduction

Analysis started2024-04-17 10:20:46.934049
Analysis finished2024-04-17 10:20:47.341714
Duration0.41 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

접수기간
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)23.1%
Missing0
Missing (%)0.0%
Memory size652.0 B
2024-02-13~2024-02-15
5 
2024-03-05~2024-03-07
5 
2024-03-26~2024-03-28
5 
2024-04-16~2024-04-18
5 
2024-05-07~2024-05-09
5 
Other values (10)
40 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2024-02-13~2024-02-15
2nd row2024-02-13~2024-02-15
3rd row2024-02-13~2024-02-15
4th row2024-02-13~2024-02-15
5th row2024-02-13~2024-02-15

Common Values

ValueCountFrequency (%)
2024-02-13~2024-02-15 5
 
7.7%
2024-03-05~2024-03-07 5
 
7.7%
2024-03-26~2024-03-28 5
 
7.7%
2024-04-16~2024-04-18 5
 
7.7%
2024-05-07~2024-05-09 5
 
7.7%
2024-05-28~2024-05-30 5
 
7.7%
2024-06-18~2024-06-20 4
 
6.2%
2024-07-30~2024-08-01 4
 
6.2%
2024-08-20~2024-08-22 4
 
6.2%
2024-09-10~2024-09-12 4
 
6.2%
Other values (5) 19
29.2%

Length

2024-04-17T19:20:47.387518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2024-02-13~2024-02-15 5
 
7.7%
2024-03-05~2024-03-07 5
 
7.7%
2024-03-26~2024-03-28 5
 
7.7%
2024-04-16~2024-04-18 5
 
7.7%
2024-05-07~2024-05-09 5
 
7.7%
2024-05-28~2024-05-30 5
 
7.7%
2024-06-18~2024-06-20 4
 
6.2%
2024-07-30~2024-08-01 4
 
6.2%
2024-08-20~2024-08-22 4
 
6.2%
2024-09-10~2024-09-12 4
 
6.2%
Other values (5) 19
29.2%

과정명
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)9.2%
Missing0
Missing (%)0.0%
Memory size652.0 B
스마트생활(키오스크와 스마트폰)
14 
컴퓨터 기초
13 
엑셀
13 
한글 문서작성
12 
파워포인트
9 

Length

Max length17
Median length6
Mean length7.6769231
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row스마트생활(키오스크와 스마트폰)
2nd row스마트생활(키오스크와 스마트폰)
3rd row스마트생활(키오스크와 스마트폰)
4th row스마트생활(키오스크와 스마트폰)
5th row스마트생활(키오스크와 스마트폰)

Common Values

ValueCountFrequency (%)
스마트생활(키오스크와 스마트폰) 14
21.5%
컴퓨터 기초 13
20.0%
엑셀 13
20.0%
한글 문서작성 12
18.5%
파워포인트 9
13.8%
ITQ 한글반 4
 
6.2%

Length

2024-04-17T19:20:47.481632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:20:47.580845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
스마트생활(키오스크와 14
13.0%
스마트폰 14
13.0%
컴퓨터 13
12.0%
기초 13
12.0%
엑셀 13
12.0%
한글 12
11.1%
문서작성 12
11.1%
파워포인트 9
8.3%
itq 4
 
3.7%
한글반 4
 
3.7%

교육기간
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)23.1%
Missing0
Missing (%)0.0%
Memory size652.0 B
2024-02-26~2024-03-14
5 
2024-03-18~2024-04-04
5 
2024-04-08~2024-04-25
5 
2024-04-29~2024-05-16
5 
2024-05-20~2024-06-06
5 
Other values (10)
40 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2024-02-26~2024-03-14
2nd row2024-02-26~2024-03-14
3rd row2024-02-26~2024-03-14
4th row2024-02-26~2024-03-14
5th row2024-02-26~2024-03-14

Common Values

ValueCountFrequency (%)
2024-02-26~2024-03-14 5
 
7.7%
2024-03-18~2024-04-04 5
 
7.7%
2024-04-08~2024-04-25 5
 
7.7%
2024-04-29~2024-05-16 5
 
7.7%
2024-05-20~2024-06-06 5
 
7.7%
2024-06-10~2024-06-27 5
 
7.7%
2024-07-01~2024-07-18 4
 
6.2%
2024-08-12~2024-08-29 4
 
6.2%
2024-09-02~2024-09-26 4
 
6.2%
2024-09-30~2024-10-17 4
 
6.2%
Other values (5) 19
29.2%

Length

2024-04-17T19:20:47.687042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2024-02-26~2024-03-14 5
 
7.7%
2024-03-18~2024-04-04 5
 
7.7%
2024-04-08~2024-04-25 5
 
7.7%
2024-04-29~2024-05-16 5
 
7.7%
2024-05-20~2024-06-06 5
 
7.7%
2024-06-10~2024-06-27 5
 
7.7%
2024-07-01~2024-07-18 4
 
6.2%
2024-08-12~2024-08-29 4
 
6.2%
2024-09-02~2024-09-26 4
 
6.2%
2024-09-30~2024-10-17 4
 
6.2%
Other values (5) 19
29.2%

교육일수
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)4.6%
Missing0
Missing (%)0.0%
Memory size652.0 B
12
42 
11
14 
10
9 

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 (%)
12 42
64.6%
11 14
 
21.5%
10 9
 
13.8%

Length

2024-04-17T19:20:47.774210image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:20:47.855623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
12 42
64.6%
11 14
 
21.5%
10 9
 
13.8%

교육일
Categorical

CONSTANT 

Distinct1
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size652.0 B
월+화+수+목
65 

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 65
100.0%

Length

2024-04-17T19:20:47.953465image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:20:48.026041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
월+화+수+목 65
100.0%

교육시간
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)4.6%
Missing0
Missing (%)0.0%
Memory size652.0 B
10:00 ~ 12:00
30 
18:30 ~ 20:30
20 
14:00 ~ 16:00
15 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row14:00 ~ 16:00
2nd row18:30 ~ 20:30
3rd row10:00 ~ 12:00
4th row10:00 ~ 12:00
5th row18:30 ~ 20:30

Common Values

ValueCountFrequency (%)
10:00 ~ 12:00 30
46.2%
18:30 ~ 20:30 20
30.8%
14:00 ~ 16:00 15
23.1%

Length

2024-04-17T19:20:48.101253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:20:48.176416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
65
33.3%
10:00 30
15.4%
12:00 30
15.4%
18:30 20
 
10.3%
20:30 20
 
10.3%
14:00 15
 
7.7%
16:00 15
 
7.7%

교육장소
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)4.6%
Missing0
Missing (%)0.0%
Memory size652.0 B
칠원
28 
가야
22 
군북
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
칠원 28
43.1%
가야 22
33.8%
군북 15
23.1%

Length

2024-04-17T19:20:48.260117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:20:48.337892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
칠원 28
43.1%
가야 22
33.8%
군북 15
23.1%

Correlations

2024-04-17T19:20:48.403138image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
접수기간과정명교육기간교육일수교육시간교육장소
접수기간1.0001.0001.0001.0000.0000.000
과정명1.0001.0001.0000.8260.0000.000
교육기간1.0001.0001.0001.0000.0000.000
교육일수1.0000.8261.0001.0000.0000.000
교육시간0.0000.0000.0000.0001.0000.914
교육장소0.0000.0000.0000.0000.9141.000
2024-04-17T19:20:48.710279image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육장소접수기간과정명교육시간교육일수교육기간
교육장소1.0000.0000.0000.6430.0000.000
접수기간0.0001.0000.9210.0000.8981.000
과정명0.0000.9211.0000.0000.4990.921
교육시간0.6430.0000.0001.0000.0000.000
교육일수0.0000.8980.4990.0001.0000.898
교육기간0.0001.0000.9210.0000.8981.000
2024-04-17T19:20:48.798476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
접수기간과정명교육기간교육일수교육시간교육장소
접수기간1.0000.9211.0000.8980.0000.000
과정명0.9211.0000.9210.4990.0000.000
교육기간1.0000.9211.0000.8980.0000.000
교육일수0.8980.4990.8981.0000.0000.000
교육시간0.0000.0000.0000.0001.0000.643
교육장소0.0000.0000.0000.0000.6431.000

Missing values

2024-04-17T19:20:47.228995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-17T19:20:47.310007image/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
02024-02-13~2024-02-15스마트생활(키오스크와 스마트폰)2024-02-26~2024-03-1412월+화+수+목14:00 ~ 16:00가야
12024-02-13~2024-02-15스마트생활(키오스크와 스마트폰)2024-02-26~2024-03-1412월+화+수+목18:30 ~ 20:30가야
22024-02-13~2024-02-15스마트생활(키오스크와 스마트폰)2024-02-26~2024-03-1412월+화+수+목10:00 ~ 12:00군북
32024-02-13~2024-02-15스마트생활(키오스크와 스마트폰)2024-02-26~2024-03-1412월+화+수+목10:00 ~ 12:00칠원
42024-02-13~2024-02-15스마트생활(키오스크와 스마트폰)2024-02-26~2024-03-1412월+화+수+목18:30 ~ 20:30칠원
52024-03-05~2024-03-07컴퓨터 기초2024-03-18~2024-04-0412월+화+수+목14:00 ~ 16:00가야
62024-03-05~2024-03-07컴퓨터 기초2024-03-18~2024-04-0412월+화+수+목18:30 ~ 20:30가야
72024-03-05~2024-03-07컴퓨터 기초2024-03-18~2024-04-0412월+화+수+목10:00 ~ 12:00군북
82024-03-05~2024-03-07컴퓨터 기초2024-03-18~2024-04-0412월+화+수+목10:00 ~ 12:00칠원
92024-03-05~2024-03-07컴퓨터 기초2024-03-18~2024-04-0412월+화+수+목18:30 ~ 20:30칠원
접수기간과정명교육기간교육일수교육일교육시간교육장소
552024-10-29~2024-10-31한글 문서작성2024-11-11~2024-11-2812월+화+수+목10:00 ~ 12:00칠원
562024-10-29~2024-10-31한글 문서작성2024-11-11~2024-11-2812월+화+수+목18:30 ~ 20:30칠원
572024-11-19~2024-11-21엑셀2024-12-02~2024-12-1912월+화+수+목14:00 ~ 16:00가야
582024-11-19~2024-11-21엑셀2024-12-02~2024-12-1912월+화+수+목10:00 ~ 12:00군북
592024-11-19~2024-11-21엑셀2024-12-02~2024-12-1912월+화+수+목10:00 ~ 12:00칠원
602024-11-19~2024-11-21엑셀2024-12-02~2024-12-1912월+화+수+목18:30 ~ 20:30칠원
612024-12-17~2024-12-19ITQ 한글반2025-01-06~2025-01-2312월+화+수+목14:00 ~ 16:00가야
622024-12-17~2024-12-19ITQ 한글반2025-01-06~2025-01-2312월+화+수+목10:00 ~ 12:00군북
632024-12-17~2024-12-19ITQ 한글반2025-01-06~2025-01-2312월+화+수+목10:00 ~ 12:00칠원
642024-12-17~2024-12-19ITQ 한글반2025-01-06~2025-01-2312월+화+수+목18:30 ~ 20:30칠원