Overview

Dataset statistics

Number of variables14
Number of observations58
Missing cells58
Missing cells (%)7.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.6 KiB
Average record size in memory116.3 B

Variable types

Text1
Unsupported1
DateTime3
Categorical9

Dataset

Description세종특별자치시교육청, 세종특별자치시교육청평생교육학습관, 평생학습강좌, 하반기평생교육프로그램에 관한 데이터로 강좌명, 강사명, 교육시작일자, 교육종료일자, 강좌내용, 교육대상구성, 교육방법구성, 강좌정원수, 수강료 등의 정보를 제공합니다.
Author세종특별자치시교육청
URLhttps://www.data.go.kr/data/15108314/fileData.do

Alerts

강좌정원수 has constant value ""Constant
수강료 has constant value ""Constant
교육장도로명주소 has constant value ""Constant
운영기관명 has constant value ""Constant
운영기관전화번호 has constant value ""Constant
접수방법구분 has constant value ""Constant
데이터기준일자 has constant value ""Constant
강사명 has 58 (100.0%) missing valuesMissing
강좌명 has unique valuesUnique
강사명 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 02:43:31.598773
Analysis finished2023-12-12 02:43:32.315338
Duration0.72 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

UNIQUE 

Distinct58
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size596.0 B
2023-12-12T11:43:32.590194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length15
Mean length11.275862
Min length3

Characters and Unicode

Total characters654
Distinct characters227
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique58 ?
Unique (%)100.0%

Sample

1st row책방긋! 이야기 퐁퐁!
2nd row신나는 그림책 놀이터
3rd row나도 바이올린니스트
4th row책이 좋아지는 독서논술
5th row회화와 공예를 통한 미술교실
ValueCountFrequency (%)
중국어 3
 
2.0%
힐링 2
 
1.3%
통한 2
 
1.3%
칼림바 2
 
1.3%
캘리그라피 2
 
1.3%
함께하는 2
 
1.3%
통기타 2
 
1.3%
교실 2
 
1.3%
기초 2
 
1.3%
클레이아트 2
 
1.3%
Other values (126) 128
85.9%
2023-12-12T11:43:33.074074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
91
 
13.9%
14
 
2.1%
14
 
2.1%
12
 
1.8%
10
 
1.5%
9
 
1.4%
9
 
1.4%
8
 
1.2%
8
 
1.2%
8
 
1.2%
Other values (217) 471
72.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 517
79.1%
Space Separator 91
 
13.9%
Uppercase Letter 12
 
1.8%
Other Punctuation 11
 
1.7%
Lowercase Letter 10
 
1.5%
Decimal Number 7
 
1.1%
Open Punctuation 3
 
0.5%
Close Punctuation 3
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
14
 
2.7%
14
 
2.7%
12
 
2.3%
10
 
1.9%
9
 
1.7%
9
 
1.7%
8
 
1.5%
8
 
1.5%
8
 
1.5%
8
 
1.5%
Other values (192) 417
80.7%
Uppercase Letter
ValueCountFrequency (%)
F 2
16.7%
I 2
16.7%
Y 2
16.7%
D 2
16.7%
S 1
8.3%
T 1
8.3%
E 1
8.3%
O 1
8.3%
Lowercase Letter
ValueCountFrequency (%)
n 3
30.0%
u 2
20.0%
h 1
 
10.0%
s 1
 
10.0%
i 1
 
10.0%
l 1
 
10.0%
g 1
 
10.0%
Other Punctuation
ValueCountFrequency (%)
, 5
45.5%
! 3
27.3%
/ 2
 
18.2%
. 1
 
9.1%
Decimal Number
ValueCountFrequency (%)
2 3
42.9%
1 3
42.9%
3 1
 
14.3%
Space Separator
ValueCountFrequency (%)
91
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 517
79.1%
Common 115
 
17.6%
Latin 22
 
3.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
14
 
2.7%
14
 
2.7%
12
 
2.3%
10
 
1.9%
9
 
1.7%
9
 
1.7%
8
 
1.5%
8
 
1.5%
8
 
1.5%
8
 
1.5%
Other values (192) 417
80.7%
Latin
ValueCountFrequency (%)
n 3
13.6%
F 2
 
9.1%
u 2
 
9.1%
I 2
 
9.1%
Y 2
 
9.1%
D 2
 
9.1%
S 1
 
4.5%
T 1
 
4.5%
h 1
 
4.5%
s 1
 
4.5%
Other values (5) 5
22.7%
Common
ValueCountFrequency (%)
91
79.1%
, 5
 
4.3%
( 3
 
2.6%
! 3
 
2.6%
2 3
 
2.6%
1 3
 
2.6%
) 3
 
2.6%
/ 2
 
1.7%
. 1
 
0.9%
3 1
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 517
79.1%
ASCII 137
 
20.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
91
66.4%
, 5
 
3.6%
( 3
 
2.2%
n 3
 
2.2%
! 3
 
2.2%
2 3
 
2.2%
1 3
 
2.2%
) 3
 
2.2%
F 2
 
1.5%
u 2
 
1.5%
Other values (15) 19
 
13.9%
Hangul
ValueCountFrequency (%)
14
 
2.7%
14
 
2.7%
12
 
2.3%
10
 
1.9%
9
 
1.7%
9
 
1.7%
8
 
1.5%
8
 
1.5%
8
 
1.5%
8
 
1.5%
Other values (192) 417
80.7%

강사명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing58
Missing (%)100.0%
Memory size654.0 B
Distinct8
Distinct (%)13.8%
Missing0
Missing (%)0.0%
Memory size596.0 B
Minimum2022-09-13 00:00:00
Maximum2022-11-05 00:00:00
2023-12-12T11:43:33.188541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T11:43:33.303059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
Distinct18
Distinct (%)31.0%
Missing0
Missing (%)0.0%
Memory size596.0 B
Minimum2022-10-21 00:00:00
Maximum2022-12-24 00:00:00
2023-12-12T11:43:33.414628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T11:43:33.517704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)

강좌내용
Categorical

Distinct16
Distinct (%)27.6%
Missing0
Missing (%)0.0%
Memory size596.0 B
미술
음악
어학
자격증
독서
Other values (11)
23 

Length

Max length3
Median length2
Mean length2.137931
Min length2

Unique

Unique5 ?
Unique (%)8.6%

Sample

1st row독서
2nd row독서
3rd row음악
4th row독서
5th row미술

Common Values

ValueCountFrequency (%)
미술 9
15.5%
음악 8
13.8%
어학 7
12.1%
자격증 6
10.3%
독서 5
8.6%
공예 4
6.9%
문예 4
6.9%
수학 3
 
5.2%
진로 3
 
5.2%
역사 2
 
3.4%
Other values (6) 7
12.1%

Length

2023-12-12T11:43:33.670124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
미술 9
15.5%
음악 8
13.8%
어학 7
12.1%
자격증 6
10.3%
독서 5
8.6%
공예 4
6.9%
문예 4
6.9%
수학 3
 
5.2%
진로 3
 
5.2%
역사 2
 
3.4%
Other values (6) 7
12.1%
Distinct3
Distinct (%)5.2%
Missing0
Missing (%)0.0%
Memory size596.0 B
성인
32 
유아+초등학생
18 
중학생+고등학생

Length

Max length8
Median length2
Mean length4.3793103
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row유아+초등학생
2nd row유아+초등학생
3rd row유아+초등학생
4th row유아+초등학생
5th row유아+초등학생

Common Values

ValueCountFrequency (%)
성인 32
55.2%
유아+초등학생 18
31.0%
중학생+고등학생 8
 
13.8%

Length

2023-12-12T11:43:33.813316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:43:33.927259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성인 32
55.2%
유아+초등학생 18
31.0%
중학생+고등학생 8
 
13.8%
Distinct3
Distinct (%)5.2%
Missing0
Missing (%)0.0%
Memory size596.0 B
비대면(zoom)
32 
대면
25 
대면+비대면
 
1

Length

Max length9
Median length9
Mean length5.9310345
Min length2

Unique

Unique1 ?
Unique (%)1.7%

Sample

1st row비대면(zoom)
2nd row비대면(zoom)
3rd row비대면(zoom)
4th row비대면(zoom)
5th row대면

Common Values

ValueCountFrequency (%)
비대면(zoom) 32
55.2%
대면 25
43.1%
대면+비대면 1
 
1.7%

Length

2023-12-12T11:43:34.043113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:43:34.151660image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
비대면(zoom 32
55.2%
대면 25
43.1%
대면+비대면 1
 
1.7%

강좌정원수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size596.0 B
20
58 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20
2nd row20
3rd row20
4th row20
5th row20

Common Values

ValueCountFrequency (%)
20 58
100.0%

Length

2023-12-12T11:43:34.250665image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:43:34.370949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20 58
100.0%

수강료
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size596.0 B
무료
58 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
무료 58
100.0%

Length

2023-12-12T11:43:34.486967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:43:34.595915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 58
100.0%

교육장도로명주소
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size596.0 B
세종특별자치시 조치원읍 문화2길 25(침산리 67번지)
58 

Length

Max length30
Median length30
Mean length30
Min length30

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row세종특별자치시 조치원읍 문화2길 25(침산리 67번지)
2nd row세종특별자치시 조치원읍 문화2길 25(침산리 67번지)
3rd row세종특별자치시 조치원읍 문화2길 25(침산리 67번지)
4th row세종특별자치시 조치원읍 문화2길 25(침산리 67번지)
5th row세종특별자치시 조치원읍 문화2길 25(침산리 67번지)

Common Values

ValueCountFrequency (%)
세종특별자치시 조치원읍 문화2길 25(침산리 67번지) 58
100.0%

Length

2023-12-12T11:43:34.691174image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:43:34.774388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
세종특별자치시 58
20.0%
조치원읍 58
20.0%
문화2길 58
20.0%
25(침산리 58
20.0%
67번지 58
20.0%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size596.0 B
세종특별자치시교육청평생교육학습관
58 

Length

Max length17
Median length17
Mean length17
Min length17

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
세종특별자치시교육청평생교육학습관 58
100.0%

Length

2023-12-12T11:43:34.878901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:43:35.260009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
세종특별자치시교육청평생교육학습관 58
100.0%

운영기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size596.0 B
044-410-1433
58 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row044-410-1433
2nd row044-410-1433
3rd row044-410-1433
4th row044-410-1433
5th row044-410-1433

Common Values

ValueCountFrequency (%)
044-410-1433 58
100.0%

Length

2023-12-12T11:43:35.368201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:43:35.486848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
044-410-1433 58
100.0%

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size596.0 B
인터넷+방문접수+우편접수
58 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row인터넷+방문접수+우편접수
2nd row인터넷+방문접수+우편접수
3rd row인터넷+방문접수+우편접수
4th row인터넷+방문접수+우편접수
5th row인터넷+방문접수+우편접수

Common Values

ValueCountFrequency (%)
인터넷+방문접수+우편접수 58
100.0%

Length

2023-12-12T11:43:35.589185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:43:35.680683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷+방문접수+우편접수 58
100.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size596.0 B
Minimum2022-11-22 00:00:00
Maximum2022-11-22 00:00:00
2023-12-12T11:43:35.758954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T11:43:35.858835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Correlations

2023-12-12T11:43:35.945415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌명교육시작일자교육종료일자강좌내용교육대상구분교육방법구분
강좌명1.0001.0001.0001.0001.0001.000
교육시작일자1.0001.0000.9830.0000.5170.000
교육종료일자1.0000.9831.0000.0000.6930.000
강좌내용1.0000.0000.0001.0000.5750.227
교육대상구분1.0000.5170.6930.5751.0000.000
교육방법구분1.0000.0000.0000.2270.0001.000
2023-12-12T11:43:36.045877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육대상구분교육방법구분강좌내용
교육대상구분1.0000.0000.327
교육방법구분0.0001.0000.086
강좌내용0.3270.0861.000
2023-12-12T11:43:36.136801image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌내용교육대상구분교육방법구분
강좌내용1.0000.3270.086
교육대상구분0.3271.0000.000
교육방법구분0.0860.0001.000

Missing values

2023-12-12T11:43:32.009105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T11:43:32.237754image/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

강좌명강사명교육시작일자교육종료일자강좌내용교육대상구분교육방법구분강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수방법구분데이터기준일자
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5선물하고 싶은 DIY 클레이아트<NA>2022-09-142022-11-30미술유아+초등학생비대면(zoom)20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
6창의국악교실<NA>2022-09-162022-12-02음악유아+초등학생대면20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
7창의력 쑥쑥! 수학교실<NA>2022-09-172022-12-03수학유아+초등학생대면20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
8훌룡한 위인이야기<NA>2022-09-172022-12-03역사유아+초등학생비대면(zoom)20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
9색연필 그림과 함께하는 붓펜 캘리그라피<NA>2022-09-142022-12-03미술유아+초등학생비대면(zoom)20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
강좌명강사명교육시작일자교육종료일자강좌내용교육대상구분교육방법구분강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수방법구분데이터기준일자
48나의글씨, 캘리그라피<NA>2022-09-152022-12-22문예성인대면20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
49과거와 현대를 잇는 모던 민화<NA>2022-09-152022-12-01미술성인대면20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
50유용한 생활 중국어(중급/야간)<NA>2022-09-162022-12-23어학성인비대면(zoom)20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
51세계사와 전쟁사로 배우는 삶의 지혜<NA>2022-09-162022-12-02역사성인비대면(zoom)20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
52창의영재과학지도사1급<NA>2022-09-162022-12-23자격증성인비대면(zoom)20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
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54스피킹 중국어<NA>2022-09-162022-12-02어학성인비대면(zoom)20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
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56현대시 감상과 시창작 기초<NA>2022-09-162022-10-21문예성인대면20무료세종특별자치시 조치원읍 문화2길 25(침산리 67번지)세종특별자치시교육청평생교육학습관044-410-1433인터넷+방문접수+우편접수2022-11-22
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