Overview

Dataset statistics

Number of variables21
Number of observations90
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory15.1 KiB
Average record size in memory171.5 B

Variable types

Text3
Categorical17
Numeric1

Dataset

Description경기도 의왕시 평생학습강좌에 대한 정보를 제공하고 있습니다. 강좌명,강사명,교육시작일자,교육종료일자,강좌내용,교육대상구분,교육방법구분 ,교육장,강좌정원수에 대한 정보를 제공합니다.
URLhttps://www.data.go.kr/data/15089334/fileData.do

Alerts

교육시작일자 has constant value ""Constant
교육종료일자 has constant value ""Constant
교육대상구분 has constant value ""Constant
교육방법구분 has constant value ""Constant
교육장소 has constant value ""Constant
교육장도로명주소 has constant value ""Constant
운영기관명 has constant value ""Constant
운영기관전화번호 has constant value ""Constant
접수시작일자 has constant value ""Constant
접수종료일자 has constant value ""Constant
접수방법구분 has constant value ""Constant
선정방법구분 has constant value ""Constant
홈페이지주소 has constant value ""Constant

Reproduction

Analysis started2023-12-12 21:52:44.244496
Analysis finished2023-12-12 21:52:44.568848
Duration0.32 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

Distinct89
Distinct (%)98.9%
Missing0
Missing (%)0.0%
Memory size852.0 B
2023-12-13T06:52:44.744488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length14
Mean length8.0444444
Min length2

Characters and Unicode

Total characters724
Distinct characters189
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

Unique88 ?
Unique (%)97.8%

Sample

1st row요가 A
2nd row요가 B
3rd row소도구필라테스 A
4th row소도구필라테스 B
5th row프롭테라피&밴드운동
ValueCountFrequency (%)
초급 9
 
5.4%
중급 8
 
4.8%
부동산 5
 
3.0%
통기타 4
 
2.4%
난타 4
 
2.4%
a 4
 
2.4%
자격증 4
 
2.4%
b 4
 
2.4%
영어회화 3
 
1.8%
요가 3
 
1.8%
Other values (98) 118
71.1%
2023-12-13T06:52:45.105140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
76
 
10.5%
급 29
 
4.0%
( 17
 
2.3%
) 17
 
2.3%
스 16
 
2.2%
중 16
 
2.2%
화 15
 
2.1%
야 13
 
1.8%
간 13
 
1.8%
타 12
 
1.7%
Other values (179) 500
69.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 582
80.4%
Space Separator 76
 
10.5%
Uppercase Letter 19
 
2.6%
Open Punctuation 17
 
2.3%
Close Punctuation 17
 
2.3%
Other Punctuation 7
 
1.0%
Decimal Number 5
 
0.7%
Lowercase Letter 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
급 29
 
5.0%
스 16
 
2.7%
중 16
 
2.7%
화 15
 
2.6%
야 13
 
2.2%
간 13
 
2.2%
타 12
 
2.1%
초 12
 
2.1%
자 11
 
1.9%
기 11
 
1.9%
Other values (165) 434
74.6%
Uppercase Letter
ValueCountFrequency (%)
B 6
31.6%
A 5
26.3%
P 2
 
10.5%
C 2
 
10.5%
T 2
 
10.5%
Q 1
 
5.3%
I 1
 
5.3%
Other Punctuation
ValueCountFrequency (%)
, 5
71.4%
& 2
 
28.6%
Space Separator
ValueCountFrequency (%)
76
100.0%
Open Punctuation
ValueCountFrequency (%)
( 17
100.0%
Close Punctuation
ValueCountFrequency (%)
) 17
100.0%
Decimal Number
ValueCountFrequency (%)
2 5
100.0%
Lowercase Letter
ValueCountFrequency (%)
c 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 582
80.4%
Common 122
 
16.9%
Latin 20
 
2.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
급 29
 
5.0%
스 16
 
2.7%
중 16
 
2.7%
화 15
 
2.6%
야 13
 
2.2%
간 13
 
2.2%
타 12
 
2.1%
초 12
 
2.1%
자 11
 
1.9%
기 11
 
1.9%
Other values (165) 434
74.6%
Latin
ValueCountFrequency (%)
B 6
30.0%
A 5
25.0%
P 2
 
10.0%
C 2
 
10.0%
T 2
 
10.0%
c 1
 
5.0%
Q 1
 
5.0%
I 1
 
5.0%
Common
ValueCountFrequency (%)
76
62.3%
( 17
 
13.9%
) 17
 
13.9%
2 5
 
4.1%
, 5
 
4.1%
& 2
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 582
80.4%
ASCII 142
 
19.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
76
53.5%
( 17
 
12.0%
) 17
 
12.0%
B 6
 
4.2%
A 5
 
3.5%
2 5
 
3.5%
, 5
 
3.5%
& 2
 
1.4%
P 2
 
1.4%
C 2
 
1.4%
Other values (4) 5
 
3.5%
Hangul
ValueCountFrequency (%)
급 29
 
5.0%
스 16
 
2.7%
중 16
 
2.7%
화 15
 
2.6%
야 13
 
2.2%
간 13
 
2.2%
타 12
 
2.1%
초 12
 
2.1%
자 11
 
1.9%
기 11
 
1.9%
Other values (165) 434
74.6%

강사명
Text

Distinct47
Distinct (%)52.2%
Missing0
Missing (%)0.0%
Memory size852.0 B
2023-12-13T06:52:45.295783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length3
Median length3
Mean length2.9888889
Min length2

Characters and Unicode

Total characters269
Distinct characters66
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)24.4%

Sample

1st row박신일
2nd row박신일
3rd row김강애
4th row김강애
5th row김희라
ValueCountFrequency (%)
박진영 5
 
5.6%
신재은 4
 
4.4%
김보경 4
 
4.4%
왕미영 4
 
4.4%
이혜란 4
 
4.4%
김도경 4
 
4.4%
정현화 3
 
3.3%
신명순 3
 
3.3%
유안나 3
 
3.3%
김선민 3
 
3.3%
Other values (37) 53
58.9%
2023-12-13T06:52:45.589920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
김 25
 
9.3%
영 17
 
6.3%
경 15
 
5.6%
박 12
 
4.5%
정 12
 
4.5%
신 12
 
4.5%
이 11
 
4.1%
미 10
 
3.7%
재 9
 
3.3%
현 7
 
2.6%
Other values (56) 139
51.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 269
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 25
 
9.3%
영 17
 
6.3%
경 15
 
5.6%
박 12
 
4.5%
정 12
 
4.5%
신 12
 
4.5%
이 11
 
4.1%
미 10
 
3.7%
재 9
 
3.3%
현 7
 
2.6%
Other values (56) 139
51.7%

Most occurring scripts

ValueCountFrequency (%)
Hangul 269
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
김 25
 
9.3%
영 17
 
6.3%
경 15
 
5.6%
박 12
 
4.5%
정 12
 
4.5%
신 12
 
4.5%
이 11
 
4.1%
미 10
 
3.7%
재 9
 
3.3%
현 7
 
2.6%
Other values (56) 139
51.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 269
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
김 25
 
9.3%
영 17
 
6.3%
경 15
 
5.6%
박 12
 
4.5%
정 12
 
4.5%
신 12
 
4.5%
이 11
 
4.1%
미 10
 
3.7%
재 9
 
3.3%
현 7
 
2.6%
Other values (56) 139
51.7%

교육시작일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
2023-01-09
90 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-01-09
2nd row2023-01-09
3rd row2023-01-09
4th row2023-01-09
5th row2023-01-09

Common Values

ValueCountFrequency (%)
2023-01-09 90
100.0%

Length

2023-12-13T06:52:45.710711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:45.809631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-01-09 90
100.0%

교육종료일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
2023-04-28
90 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-04-28
2nd row2023-04-28
3rd row2023-04-28
4th row2023-04-28
5th row2023-04-28

Common Values

ValueCountFrequency (%)
2023-04-28 90
100.0%

Length

2023-12-13T06:52:45.908579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:46.005311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-04-28 90
100.0%

교육시작시각
Categorical

Distinct22
Distinct (%)24.4%
Missing0
Missing (%)0.0%
Memory size852.0 B
09:30
22 
14:00
16 
10:00
8 
13:00
5 
13:30
5 
Other values (17)
34 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique10 ?
Unique (%)11.1%

Sample

1st row09:30
2nd row11:30
3rd row09:30
4th row11:30
5th row15:30

Common Values

ValueCountFrequency (%)
09:30 22
24.4%
14:00 16
17.8%
10:00 8
 
8.9%
13:00 5
 
5.6%
13:30 5
 
5.6%
19:00 4
 
4.4%
16:00 4
 
4.4%
15:00 4
 
4.4%
11:50 3
 
3.3%
18:30 3
 
3.3%
Other values (12) 16
17.8%

Length

2023-12-13T06:52:46.104143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:30 22
24.4%
14:00 16
17.8%
10:00 8
 
8.9%
13:00 5
 
5.6%
13:30 5
 
5.6%
19:00 4
 
4.4%
16:00 4
 
4.4%
15:00 4
 
4.4%
18:00 3
 
3.3%
11:30 3
 
3.3%
Other values (12) 16
17.8%

교육종료시각
Categorical

Distinct22
Distinct (%)24.4%
Missing0
Missing (%)0.0%
Memory size852.0 B
17:00
19 
12:30
11 
13:00
8 
11:00
8 
21:00
7 
Other values (17)
37 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique8 ?
Unique (%)8.9%

Sample

1st row11:00
2nd row13:00
3rd row11:00
4th row13:00
5th row17:00

Common Values

ValueCountFrequency (%)
17:00 19
21.1%
12:30 11
12.2%
13:00 8
8.9%
11:00 8
8.9%
21:00 7
 
7.8%
15:00 4
 
4.4%
11:30 4
 
4.4%
18:00 4
 
4.4%
13:50 3
 
3.3%
16:30 3
 
3.3%
Other values (12) 19
21.1%

Length

2023-12-13T06:52:46.202388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
17:00 19
21.1%
12:30 11
12.2%
13:00 8
8.9%
11:00 8
8.9%
21:00 7
 
7.8%
15:00 4
 
4.4%
11:30 4
 
4.4%
18:00 4
 
4.4%
16:00 3
 
3.3%
12:00 3
 
3.3%
Other values (12) 19
21.1%

강좌내용
Text

Distinct86
Distinct (%)95.6%
Missing0
Missing (%)0.0%
Memory size852.0 B
2023-12-13T06:52:46.446032image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length14
Mean length8.1666667
Min length2

Characters and Unicode

Total characters735
Distinct characters183
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique83 ?
Unique (%)92.2%

Sample

1st row요가 A
2nd row요가 B
3rd row소도구필라테스 A
4th row소도구필라테스 B
5th row프롭테라피
ValueCountFrequency (%)
초급 10
 
5.9%
중급 7
 
4.1%
자격증 6
 
3.6%
부동산 5
 
3.0%
b 4
 
2.4%
난타 4
 
2.4%
통기타 4
 
2.4%
a 4
 
2.4%
요가 3
 
1.8%
한국무용 3
 
1.8%
Other values (98) 119
70.4%
2023-12-13T06:52:46.879982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
79
 
10.7%
급 27
 
3.7%
) 17
 
2.3%
( 17
 
2.3%
화 15
 
2.0%
스 14
 
1.9%
중 14
 
1.9%
자 13
 
1.8%
야 12
 
1.6%
타 12
 
1.6%
Other values (173) 515
70.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 586
79.7%
Space Separator 79
 
10.7%
Uppercase Letter 23
 
3.1%
Close Punctuation 17
 
2.3%
Open Punctuation 17
 
2.3%
Other Punctuation 9
 
1.2%
Decimal Number 4
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
급 27
 
4.6%
화 15
 
2.6%
스 14
 
2.4%
중 14
 
2.4%
자 13
 
2.2%
야 12
 
2.0%
타 12
 
2.0%
간 12
 
2.0%
격 12
 
2.0%
증 12
 
2.0%
Other values (160) 443
75.6%
Uppercase Letter
ValueCountFrequency (%)
B 6
26.1%
A 5
21.7%
T 3
13.0%
C 3
13.0%
P 2
 
8.7%
Q 2
 
8.7%
I 2
 
8.7%
Other Punctuation
ValueCountFrequency (%)
, 7
77.8%
& 2
 
22.2%
Space Separator
ValueCountFrequency (%)
79
100.0%
Close Punctuation
ValueCountFrequency (%)
) 17
100.0%
Open Punctuation
ValueCountFrequency (%)
( 17
100.0%
Decimal Number
ValueCountFrequency (%)
2 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 586
79.7%
Common 126
 
17.1%
Latin 23
 
3.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
급 27
 
4.6%
화 15
 
2.6%
스 14
 
2.4%
중 14
 
2.4%
자 13
 
2.2%
야 12
 
2.0%
타 12
 
2.0%
간 12
 
2.0%
격 12
 
2.0%
증 12
 
2.0%
Other values (160) 443
75.6%
Latin
ValueCountFrequency (%)
B 6
26.1%
A 5
21.7%
T 3
13.0%
C 3
13.0%
P 2
 
8.7%
Q 2
 
8.7%
I 2
 
8.7%
Common
ValueCountFrequency (%)
79
62.7%
) 17
 
13.5%
( 17
 
13.5%
, 7
 
5.6%
2 4
 
3.2%
& 2
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 586
79.7%
ASCII 149
 
20.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
79
53.0%
) 17
 
11.4%
( 17
 
11.4%
, 7
 
4.7%
B 6
 
4.0%
A 5
 
3.4%
2 4
 
2.7%
T 3
 
2.0%
C 3
 
2.0%
& 2
 
1.3%
Other values (3) 6
 
4.0%
Hangul
ValueCountFrequency (%)
급 27
 
4.6%
화 15
 
2.6%
스 14
 
2.4%
중 14
 
2.4%
자 13
 
2.2%
야 12
 
2.0%
타 12
 
2.0%
간 12
 
2.0%
격 12
 
2.0%
증 12
 
2.0%
Other values (160) 443
75.6%

교육대상구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
성인
90 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
성인 90
100.0%

Length

2023-12-13T06:52:47.015383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:47.111230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성인 90
100.0%

교육방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
오프라인
90 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
오프라인 90
100.0%

Length

2023-12-13T06:52:47.213406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:47.311163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
오프라인 90
100.0%

운영요일
Categorical

Distinct9
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size852.0 B
월+수
18 
수
16 
화+목
12 
목
12 
화
10 
Other values (4)
22 

Length

Max length3
Median length1
Mean length1.7555556
Min length1

Unique

Unique1 ?
Unique (%)1.1%

Sample

1st row월+수
2nd row월+수
3rd row월+수
4th row월+수
5th row월+수

Common Values

ValueCountFrequency (%)
월+수 18
20.0%
수 16
17.8%
화+목 12
13.3%
목 12
13.3%
화 10
11.1%
금 9
10.0%
월 9
10.0%
화+금 3
 
3.3%
화+수 1
 
1.1%

Length

2023-12-13T06:52:47.436285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:47.578088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
월+수 18
20.0%
수 16
17.8%
화+목 12
13.3%
목 12
13.3%
화 10
11.1%
금 9
10.0%
월 9
10.0%
화+금 3
 
3.3%
화+수 1
 
1.1%

교육장소
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
의왕시평생학습관
90 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
의왕시평생학습관 90
100.0%

Length

2023-12-13T06:52:47.750323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:47.863188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
의왕시평생학습관 90
100.0%

강좌정원수
Real number (ℝ)

Distinct9
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.722222
Minimum8
Maximum80
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size942.0 B
2023-12-13T06:52:47.959960image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile15
Q115
median20
Q325
95-th percentile30
Maximum80
Range72
Interquartile range (IQR)10

Descriptive statistics

Standard deviation8.2489738
Coefficient of variation (CV)0.3980738
Kurtosis29.396869
Mean20.722222
Median Absolute Deviation (MAD)5
Skewness4.1922615
Sum1865
Variance68.045568
MonotonicityNot monotonic
2023-12-13T06:52:48.080431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
20 23
25.6%
15 22
24.4%
25 21
23.3%
30 8
 
8.9%
16 8
 
8.9%
22 3
 
3.3%
10 2
 
2.2%
8 2
 
2.2%
80 1
 
1.1%
ValueCountFrequency (%)
8 2
 
2.2%
10 2
 
2.2%
15 22
24.4%
16 8
 
8.9%
20 23
25.6%
22 3
 
3.3%
25 21
23.3%
30 8
 
8.9%
80 1
 
1.1%
ValueCountFrequency (%)
80 1
 
1.1%
30 8
 
8.9%
25 21
23.3%
22 3
 
3.3%
20 23
25.6%
16 8
 
8.9%
15 22
24.4%
10 2
 
2.2%
8 2
 
2.2%

수강료
Categorical

Distinct4
Distinct (%)4.4%
Missing0
Missing (%)0.0%
Memory size852.0 B
48000
67 
60000
16 
120000
 
4
80000
 
3

Length

Max length6
Median length5
Mean length5.0444444
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row48000
2nd row48000
3rd row48000
4th row48000
5th row48000

Common Values

ValueCountFrequency (%)
48000 67
74.4%
60000 16
 
17.8%
120000 4
 
4.4%
80000 3
 
3.3%

Length

2023-12-13T06:52:48.205558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:48.321539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
48000 67
74.4%
60000 16
 
17.8%
120000 4
 
4.4%
80000 3
 
3.3%

교육장도로명주소
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
경기도 의왕시 오전로 122
90 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 의왕시 오전로 122
2nd row경기도 의왕시 오전로 122
3rd row경기도 의왕시 오전로 122
4th row경기도 의왕시 오전로 122
5th row경기도 의왕시 오전로 122

Common Values

ValueCountFrequency (%)
경기도 의왕시 오전로 122 90
100.0%

Length

2023-12-13T06:52:48.480175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:48.607118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 90
25.0%
의왕시 90
25.0%
오전로 90
25.0%
122 90
25.0%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
경기도 의왕시청 평생교육과
90 

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 의왕시청 평생교육과
2nd row경기도 의왕시청 평생교육과
3rd row경기도 의왕시청 평생교육과
4th row경기도 의왕시청 평생교육과
5th row경기도 의왕시청 평생교육과

Common Values

ValueCountFrequency (%)
경기도 의왕시청 평생교육과 90
100.0%

Length

2023-12-13T06:52:48.715389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:48.831767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 90
33.3%
의왕시청 90
33.3%
평생교육과 90
33.3%

운영기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
031-345-3845
90 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row031-345-3845
2nd row031-345-3845
3rd row031-345-3845
4th row031-345-3845
5th row031-345-3845

Common Values

ValueCountFrequency (%)
031-345-3845 90
100.0%

Length

2023-12-13T06:52:48.923640image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:49.012775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
031-345-3845 90
100.0%

접수시작일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
2022-12-13
90 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-12-13
2nd row2022-12-13
3rd row2022-12-13
4th row2022-12-13
5th row2022-12-13

Common Values

ValueCountFrequency (%)
2022-12-13 90
100.0%

Length

2023-12-13T06:52:49.097574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:49.185983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-12-13 90
100.0%

접수종료일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
2022-12-19
90 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-12-19
2nd row2022-12-19
3rd row2022-12-19
4th row2022-12-19
5th row2022-12-19

Common Values

ValueCountFrequency (%)
2022-12-19 90
100.0%

Length

2023-12-13T06:52:49.278348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:49.376761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-12-19 90
100.0%

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
온라인
90 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
온라인 90
100.0%

Length

2023-12-13T06:52:49.475862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:49.569484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
온라인 90
100.0%

선정방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
컴퓨터 추첨
90 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row컴퓨터 추첨
2nd row컴퓨터 추첨
3rd row컴퓨터 추첨
4th row컴퓨터 추첨
5th row컴퓨터 추첨

Common Values

ValueCountFrequency (%)
컴퓨터 추첨 90
100.0%

Length

2023-12-13T06:52:49.679137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:49.779355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
컴퓨터 90
50.0%
추첨 90
50.0%

홈페이지주소
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size852.0 B
edu.uiwang.go.kr
90 

Length

Max length16
Median length16
Mean length16
Min length16

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowedu.uiwang.go.kr
2nd rowedu.uiwang.go.kr
3rd rowedu.uiwang.go.kr
4th rowedu.uiwang.go.kr
5th rowedu.uiwang.go.kr

Common Values

ValueCountFrequency (%)
edu.uiwang.go.kr 90
100.0%

Length

2023-12-13T06:52:49.878297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:52:49.980302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
edu.uiwang.go.kr 90
100.0%

Sample

강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소
0요가 A박신일2023-01-092023-04-2809:3011:00요가 A성인오프라인월+수의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
1요가 B박신일2023-01-092023-04-2811:3013:00요가 B성인오프라인월+수의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
2소도구필라테스 A김강애2023-01-092023-04-2809:3011:00소도구필라테스 A성인오프라인월+수의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
3소도구필라테스 B김강애2023-01-092023-04-2811:3013:00소도구필라테스 B성인오프라인월+수의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
4프롭테라피&밴드운동김희라2023-01-092023-04-2815:3017:00프롭테라피성인오프라인월+수의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
5요가 C이은경2023-01-092023-04-2814:0015:30요가 C성인오프라인화+목의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
6요가(야간)이은경2023-01-092023-04-2819:0020:30요가(야간)성인오프라인화+목의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
7영어회화 초급김도경2023-01-092023-04-2809:3011:00영어회화 초급성인오프라인월+수의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
8영어회화 중급김도경2023-01-092023-04-2811:1012:40영어회화 중급성인오프라인월+수의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
9영어회화 고급김도경2023-01-092023-04-2813:3015:00영어회화 고급성인오프라인월+수의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소
80부동산 공경매B박진영2023-01-092023-04-2814:0017:00부동산 공경매B성인오프라인목의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
81부동산 공경매C박진영2023-01-092023-04-2814:0017:00부동산 공경매C성인오프라인금의왕시평생학습관2548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
82컴퓨터활용능력2급자격증김광섭2023-01-092023-04-2819:3022:30컴퓨터활용능력2급자격증성인오프라인금의왕시평생학습관1560000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
83나의 겁없는 생활중국어왕미영2023-01-092023-04-2809:3011:30나의 겁없는 생활중국어성인오프라인화의왕시평생학습관1548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
84디지털 카메라와 사진편집김정섭2023-01-092023-04-2810:0012:00디지털 카메라와 사진편집성인오프라인수의왕시평생학습관1548000경기도 의왕시 오전로 122경기도 의왕시청 평생교육과031-345-38452022-12-132022-12-19온라인컴퓨터 추첨edu.uiwang.go.kr
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