Overview

Dataset statistics

Number of variables25
Number of observations399
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory78.8 KiB
Average record size in memory202.3 B

Variable types

Text3
DateTime7
Categorical11
Numeric1
Boolean3

Dataset

Description대구광역시_수성구_평생학습강좌
Author대구광역시 수성구
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=15013110&dataSetDetailId=15013110183c648acf47b&provdMethod=FILE

Alerts

교육대상구분 has constant value ""Constant
교육방법구분 has constant value ""Constant
운영기관명 has constant value ""Constant
접수방법구분 has constant value ""Constant
선정방법구분 has constant value ""Constant
홈페이지주소 has constant value ""Constant
직업능력개발훈련비지원강좌여부 has constant value ""Constant
학점은행제평가(학점)인정여부 has constant value ""Constant
평생학습계좌제평가인정여부 has constant value ""Constant
데이터기준일자 has constant value ""Constant

Reproduction

Analysis started2024-04-20 19:39:44.644414
Analysis finished2024-04-20 19:39:45.722119
Duration1.08 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

Distinct310
Distinct (%)77.7%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
2024-04-21T04:39:46.400380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length18
Mean length7.1779449
Min length2

Characters and Unicode

Total characters2864
Distinct characters284
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique260 ?
Unique (%)65.2%

Sample

1st row우리가족 행복요가
2nd row신나는 K-POP댄스
3rd row키가 쑥쑥 음악 줄넘기
4th row마음을 빚는 어린이 도예 초등A
5th row마음을 빚는 어린이 도예 초등B
ValueCountFrequency (%)
초급 53
 
7.3%
중급 45
 
6.2%
필라테스 18
 
2.5%
b반 16
 
2.2%
통기타 16
 
2.2%
라인댄스 16
 
2.2%
a반 15
 
2.1%
하모니카 15
 
2.1%
일본어회화 12
 
1.7%
야간 12
 
1.7%
Other values (267) 504
69.8%
2024-04-21T04:39:47.722914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
323
 
11.3%
급 136
 
4.7%
스 89
 
3.1%
초 85
 
3.0%
반 81
 
2.8%
중 77
 
2.7%
화 64
 
2.2%
어 60
 
2.1%
라 56
 
2.0%
가 55
 
1.9%
Other values (274) 1838
64.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2315
80.8%
Space Separator 323
 
11.3%
Uppercase Letter 107
 
3.7%
Decimal Number 32
 
1.1%
Other Punctuation 26
 
0.9%
Open Punctuation 22
 
0.8%
Close Punctuation 22
 
0.8%
Math Symbol 7
 
0.2%
Dash Punctuation 6
 
0.2%
Lowercase Letter 4
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
급 136
 
5.9%
스 89
 
3.8%
초 85
 
3.7%
반 81
 
3.5%
중 77
 
3.3%
화 64
 
2.8%
어 60
 
2.6%
라 56
 
2.4%
가 55
 
2.4%
요 50
 
2.2%
Other values (237) 1562
67.5%
Uppercase Letter
ValueCountFrequency (%)
B 38
35.5%
A 37
34.6%
P 9
 
8.4%
C 5
 
4.7%
O 4
 
3.7%
D 3
 
2.8%
E 2
 
1.9%
K 2
 
1.9%
S 2
 
1.9%
N 1
 
0.9%
Other values (4) 4
 
3.7%
Decimal Number
ValueCountFrequency (%)
6 8
25.0%
1 6
18.8%
2 6
18.8%
5 5
15.6%
7 4
12.5%
4 2
 
6.2%
3 1
 
3.1%
Other Punctuation
ValueCountFrequency (%)
/ 15
57.7%
& 8
30.8%
, 2
 
7.7%
· 1
 
3.8%
Lowercase Letter
ValueCountFrequency (%)
b 1
25.0%
p 1
25.0%
u 1
25.0%
a 1
25.0%
Open Punctuation
ValueCountFrequency (%)
( 21
95.5%
[ 1
 
4.5%
Close Punctuation
ValueCountFrequency (%)
) 21
95.5%
] 1
 
4.5%
Math Symbol
ValueCountFrequency (%)
~ 5
71.4%
+ 2
 
28.6%
Space Separator
ValueCountFrequency (%)
323
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2315
80.8%
Common 438
 
15.3%
Latin 111
 
3.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
급 136
 
5.9%
스 89
 
3.8%
초 85
 
3.7%
반 81
 
3.5%
중 77
 
3.3%
화 64
 
2.8%
어 60
 
2.6%
라 56
 
2.4%
가 55
 
2.4%
요 50
 
2.2%
Other values (237) 1562
67.5%
Common
ValueCountFrequency (%)
323
73.7%
( 21
 
4.8%
) 21
 
4.8%
/ 15
 
3.4%
6 8
 
1.8%
& 8
 
1.8%
1 6
 
1.4%
- 6
 
1.4%
2 6
 
1.4%
5 5
 
1.1%
Other values (9) 19
 
4.3%
Latin
ValueCountFrequency (%)
B 38
34.2%
A 37
33.3%
P 9
 
8.1%
C 5
 
4.5%
O 4
 
3.6%
D 3
 
2.7%
E 2
 
1.8%
K 2
 
1.8%
S 2
 
1.8%
b 1
 
0.9%
Other values (8) 8
 
7.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2315
80.8%
ASCII 548
 
19.1%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
323
58.9%
B 38
 
6.9%
A 37
 
6.8%
( 21
 
3.8%
) 21
 
3.8%
/ 15
 
2.7%
P 9
 
1.6%
6 8
 
1.5%
& 8
 
1.5%
1 6
 
1.1%
Other values (26) 62
 
11.3%
Hangul
ValueCountFrequency (%)
급 136
 
5.9%
스 89
 
3.8%
초 85
 
3.7%
반 81
 
3.5%
중 77
 
3.3%
화 64
 
2.8%
어 60
 
2.6%
라 56
 
2.4%
가 55
 
2.4%
요 50
 
2.2%
Other values (237) 1562
67.5%
None
ValueCountFrequency (%)
· 1
100.0%

강사명
Text

Distinct193
Distinct (%)48.4%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
2024-04-21T04:39:48.823077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length3
Mean length3.0125313
Min length3

Characters and Unicode

Total characters1202
Distinct characters118
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

Unique70 ?
Unique (%)17.5%

Sample

1st row송영경
2nd row강경민
3rd row안미화
4th row이은우
5th row이은우
ValueCountFrequency (%)
김미옥 8
 
2.0%
황선영 6
 
1.5%
임근순 6
 
1.5%
진주리 6
 
1.5%
김문자 6
 
1.5%
이은우 5
 
1.3%
김소정 5
 
1.3%
김정숙 5
 
1.3%
김유경 5
 
1.3%
박성희 5
 
1.3%
Other values (183) 342
85.7%
2024-04-21T04:39:50.367994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
김 102
 
8.5%
이 61
 
5.1%
영 58
 
4.8%
미 49
 
4.1%
경 49
 
4.1%
정 48
 
4.0%
희 36
 
3.0%
옥 35
 
2.9%
주 29
 
2.4%
숙 28
 
2.3%
Other values (108) 707
58.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1202
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 102
 
8.5%
이 61
 
5.1%
영 58
 
4.8%
미 49
 
4.1%
경 49
 
4.1%
정 48
 
4.0%
희 36
 
3.0%
옥 35
 
2.9%
주 29
 
2.4%
숙 28
 
2.3%
Other values (108) 707
58.8%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1202
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
김 102
 
8.5%
이 61
 
5.1%
영 58
 
4.8%
미 49
 
4.1%
경 49
 
4.1%
정 48
 
4.0%
희 36
 
3.0%
옥 35
 
2.9%
주 29
 
2.4%
숙 28
 
2.3%
Other values (108) 707
58.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1202
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
김 102
 
8.5%
이 61
 
5.1%
영 58
 
4.8%
미 49
 
4.1%
경 49
 
4.1%
정 48
 
4.0%
희 36
 
3.0%
옥 35
 
2.9%
주 29
 
2.4%
숙 28
 
2.3%
Other values (108) 707
58.8%

교육시작일자
Date

Distinct6
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
Minimum2023-12-04 00:00:00
Maximum2023-12-10 00:00:00
2024-04-21T04:39:50.711029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T04:39:51.022209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)

교육종료일자
Date

Distinct7
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
Minimum2023-12-27 00:00:00
Maximum2024-02-25 00:00:00
2024-04-21T04:39:51.324208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T04:39:51.589711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)

교육시작시각
Date

Distinct30
Distinct (%)7.5%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
Minimum2024-04-21 09:30:00
Maximum2024-04-21 20:00:00
2024-04-21T04:39:51.857430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T04:39:52.132891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)

교육종료시각
Date

Distinct37
Distinct (%)9.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
Minimum2024-04-21 10:20:00
Maximum2024-04-21 20:50:00
2024-04-21T04:39:52.362958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T04:39:52.592781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)

강좌내용
Text

Distinct293
Distinct (%)73.4%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
2024-04-21T04:39:53.825664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length69
Median length47
Mean length22.854637
Min length5

Characters and Unicode

Total characters9119
Distinct characters510
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique220 ?
Unique (%)55.1%

Sample

1st row가족이 함께 즐기면서 배우는 요가교실 - 초등이상자녀 및 부모1인(24명)
2nd rowK-POP댄스를 통해 자신감과 표현력+리듬감 향상
3rd row줄넘기를 이용하여 음악에 맞춰 신나는 신체활동으로 성장에 도움을 줌
4th row흙을 이용한 다양한 작품 만들기로 창의력 및 자존감 향상+소근육 발달
5th row흙을 이용한 다양한 작품 만들기로 창의력 및 자존감 향상+소근육 발달
ValueCountFrequency (%)
및 60
 
2.9%
배우기 48
 
2.4%
등 45
 
2.2%
기초 35
 
1.7%
이용한 28
 
1.4%
음악에 21
 
1.0%
소도구를 20
 
1.0%
다양한 18
 
0.9%
통한 17
 
0.8%
요가 17
 
0.8%
Other values (829) 1730
84.8%
2024-04-21T04:39:55.330963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1640
 
18.0%
기 336
 
3.7%
+ 193
 
2.1%
이 109
 
1.2%
한 108
 
1.2%
의 105
 
1.2%
우 104
 
1.1%
로 99
 
1.1%
배 95
 
1.0%
초 94
 
1.0%
Other values (500) 6236
68.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6830
74.9%
Space Separator 1640
 
18.0%
Math Symbol 208
 
2.3%
Decimal Number 102
 
1.1%
Other Punctuation 97
 
1.1%
Open Punctuation 77
 
0.8%
Close Punctuation 77
 
0.8%
Lowercase Letter 59
 
0.6%
Uppercase Letter 22
 
0.2%
Dash Punctuation 6
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 336
 
4.9%
이 109
 
1.6%
한 108
 
1.6%
의 105
 
1.5%
우 104
 
1.5%
로 99
 
1.4%
배 95
 
1.4%
초 94
 
1.4%
는 93
 
1.4%
과 92
 
1.3%
Other values (447) 5595
81.9%
Lowercase Letter
ValueCountFrequency (%)
g 7
11.9%
s 7
11.9%
n 6
10.2%
i 6
10.2%
a 6
10.2%
h 6
10.2%
c 6
10.2%
w 6
10.2%
p 3
5.1%
o 2
 
3.4%
Other values (4) 4
6.8%
Uppercase Letter
ValueCountFrequency (%)
P 8
36.4%
O 3
 
13.6%
C 2
 
9.1%
U 1
 
4.5%
B 1
 
4.5%
A 1
 
4.5%
L 1
 
4.5%
I 1
 
4.5%
G 1
 
4.5%
K 1
 
4.5%
Other values (2) 2
 
9.1%
Decimal Number
ValueCountFrequency (%)
0 20
19.6%
2 18
17.6%
1 18
17.6%
6 9
8.8%
3 8
 
7.8%
8 7
 
6.9%
4 7
 
6.9%
7 5
 
4.9%
5 5
 
4.9%
9 5
 
4.9%
Other Punctuation
ValueCountFrequency (%)
, 56
57.7%
. 19
 
19.6%
: 9
 
9.3%
· 8
 
8.2%
* 2
 
2.1%
/ 1
 
1.0%
！ 1
 
1.0%
& 1
 
1.0%
Math Symbol
ValueCountFrequency (%)
+ 193
92.8%
~ 15
 
7.2%
Open Punctuation
ValueCountFrequency (%)
( 74
96.1%
[ 3
 
3.9%
Close Punctuation
ValueCountFrequency (%)
) 74
96.1%
] 3
 
3.9%
Space Separator
ValueCountFrequency (%)
1640
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6830
74.9%
Common 2208
 
24.2%
Latin 81
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 336
 
4.9%
이 109
 
1.6%
한 108
 
1.6%
의 105
 
1.5%
우 104
 
1.5%
로 99
 
1.4%
배 95
 
1.4%
초 94
 
1.4%
는 93
 
1.4%
과 92
 
1.3%
Other values (447) 5595
81.9%
Common
ValueCountFrequency (%)
1640
74.3%
+ 193
 
8.7%
( 74
 
3.4%
) 74
 
3.4%
, 56
 
2.5%
0 20
 
0.9%
. 19
 
0.9%
2 18
 
0.8%
1 18
 
0.8%
~ 15
 
0.7%
Other values (17) 81
 
3.7%
Latin
ValueCountFrequency (%)
P 8
 
9.9%
g 7
 
8.6%
s 7
 
8.6%
n 6
 
7.4%
i 6
 
7.4%
a 6
 
7.4%
h 6
 
7.4%
c 6
 
7.4%
w 6
 
7.4%
p 3
 
3.7%
Other values (16) 20
24.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6830
74.9%
ASCII 2279
 
25.0%
None 9
 
0.1%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1640
72.0%
+ 193
 
8.5%
( 74
 
3.2%
) 74
 
3.2%
, 56
 
2.5%
0 20
 
0.9%
. 19
 
0.8%
2 18
 
0.8%
1 18
 
0.8%
~ 15
 
0.7%
Other values (40) 152
 
6.7%
Hangul
ValueCountFrequency (%)
기 336
 
4.9%
이 109
 
1.6%
한 108
 
1.6%
의 105
 
1.5%
우 104
 
1.5%
로 99
 
1.4%
배 95
 
1.4%
초 94
 
1.4%
는 93
 
1.4%
과 92
 
1.3%
Other values (447) 5595
81.9%
None
ValueCountFrequency (%)
· 8
88.9%
！ 1
 
11.1%
Punctuation
ValueCountFrequency (%)
‘ 1
100.0%

교육대상구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
지역주민
399 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
지역주민 399
100.0%

Length

2024-04-21T04:39:55.551328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T04:39:55.715905image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
지역주민 399
100.0%

교육방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
오프라인
399 

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 399
100.0%

Length

2024-04-21T04:39:55.887528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T04:39:56.062345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
오프라인 399
100.0%

운영요일
Categorical

Distinct16
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
화+목
69 
금
52 
월+수
49 
월
47 
수
39 
Other values (11)
143 

Length

Max length5
Median length1
Mean length1.8145363
Min length1

Unique

Unique3 ?
Unique (%)0.8%

Sample

1st row일
2nd row일
3rd row토
4th row토
5th row토

Common Values

ValueCountFrequency (%)
화+목 69
17.3%
금 52
13.0%
월+수 49
12.3%
월 47
11.8%
수 39
9.8%
토 37
9.3%
화 35
8.8%
목 32
8.0%
월+수+금 10
 
2.5%
수+금 9
 
2.3%
Other values (6) 20
 
5.0%

Length

2024-04-21T04:39:56.256315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
화+목 69
17.2%
금 53
13.2%
월+수 49
12.2%
월 47
11.8%
수 39
9.8%
토 37
9.2%
화 35
8.8%
목 33
8.2%
월+수+금 10
 
2.5%
수+금 9
 
2.2%
Other values (5) 19
 
4.8%

교육장소
Categorical

Distinct6
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
고산평생학습센터
127 
만촌평생학습센터
79 
지산평생학습센터
51 
두산평생학습센터
48 
수성동평생학습센터
48 

Length

Max length9
Median length8
Mean length8.1203008
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
고산평생학습센터 127
31.8%
만촌평생학습센터 79
19.8%
지산평생학습센터 51
12.8%
두산평생학습센터 48
 
12.0%
수성동평생학습센터 48
 
12.0%
파동평생학습센터 46
 
11.5%

Length

2024-04-21T04:39:56.483162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T04:39:56.687513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
고산평생학습센터 127
31.8%
만촌평생학습센터 79
19.8%
지산평생학습센터 51
12.8%
두산평생학습센터 48
 
12.0%
수성동평생학습센터 48
 
12.0%
파동평생학습센터 46
 
11.5%

강좌정원수
Real number (ℝ)

Distinct16
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.195489
Minimum8
Maximum35
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.6 KiB
2024-04-21T04:39:56.894829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile10
Q112
median16
Q320
95-th percentile24
Maximum35
Range27
Interquartile range (IQR)8

Descriptive statistics

Standard deviation4.8971204
Coefficient of variation (CV)0.30237559
Kurtosis-0.084188045
Mean16.195489
Median Absolute Deviation (MAD)4
Skewness0.59984609
Sum6462
Variance23.981789
MonotonicityNot monotonic
2024-04-21T04:39:57.095415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
12 77
19.3%
16 53
13.3%
10 51
12.8%
20 51
12.8%
15 44
11.0%
22 33
8.3%
24 27
 
6.8%
18 20
 
5.0%
14 12
 
3.0%
25 9
 
2.3%
Other values (6) 22
 
5.5%
ValueCountFrequency (%)
8 6
 
1.5%
10 51
12.8%
12 77
19.3%
13 8
 
2.0%
14 12
 
3.0%
15 44
11.0%
16 53
13.3%
17 2
 
0.5%
18 20
 
5.0%
20 51
12.8%
ValueCountFrequency (%)
35 1
 
0.3%
32 1
 
0.3%
30 4
 
1.0%
25 9
 
2.3%
24 27
6.8%
22 33
8.3%
20 51
12.8%
18 20
 
5.0%
17 2
 
0.5%
16 53
13.3%

수강료
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
45000
282 
60000
99 
30000
 
18

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row60000
2nd row45000
3rd row45000
4th row45000
5th row45000

Common Values

ValueCountFrequency (%)
45000 282
70.7%
60000 99
 
24.8%
30000 18
 
4.5%

Length

2024-04-21T04:39:57.295923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T04:39:57.467451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
45000 282
70.7%
60000 99
 
24.8%
30000 18
 
4.5%

교육장도로명주소
Categorical

Distinct7
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
대구광역시 수성구 달구벌대로 3091 (시지동)
125 
대구광역시 수성구 국채보상로 1001 (만촌동)
79 
대구광역시 수성구 지범로21길 16 (지산동)
51 
대구광역시 수성구 들안로16길 78(두산동)
48 
대구광역시 수성구 명덕로73길 7(수성동1가)
48 
Other values (2)
48 

Length

Max length26
Median length26
Mean length25.050125
Min length22

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구광역시 수성구 달구벌대로 3091 (시지동)
2nd row대구광역시 수성구 달구벌대로 3091 (시지동)
3rd row대구광역시 수성구 달구벌대로 3091 (시지동)
4th row대구광역시 수성구 달구벌대로 3091 (시지동)
5th row대구광역시 수성구 달구벌대로 3091 (시지동)

Common Values

ValueCountFrequency (%)
대구광역시 수성구 달구벌대로 3091 (시지동) 125
31.3%
대구광역시 수성구 국채보상로 1001 (만촌동) 79
19.8%
대구광역시 수성구 지범로21길 16 (지산동) 51
12.8%
대구광역시 수성구 들안로16길 78(두산동) 48
 
12.0%
대구광역시 수성구 명덕로73길 7(수성동1가) 48
 
12.0%
대구광역시 수성구 파동로3길 62(파동) 46
 
11.5%
대구광역시 수성구 달구벌대로 3175 (시지동) 2
 
0.5%

Length

2024-04-21T04:39:57.677611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T04:39:57.903885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 399
21.5%
수성구 399
21.5%
달구벌대로 127
 
6.9%
시지동 127
 
6.9%
3091 125
 
6.7%
국채보상로 79
 
4.3%
1001 79
 
4.3%
만촌동 79
 
4.3%
지산동 51
 
2.8%
16 51
 
2.8%
Other values (8) 337
18.2%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
대구광역시 수성구청
399 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구광역시 수성구청
2nd row대구광역시 수성구청
3rd row대구광역시 수성구청
4th row대구광역시 수성구청
5th row대구광역시 수성구청

Common Values

ValueCountFrequency (%)
대구광역시 수성구청 399
100.0%

Length

2024-04-21T04:39:58.135363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T04:39:58.297964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 399
50.0%
수성구청 399
50.0%

운영기관전화번호
Categorical

Distinct9
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
053-666-2543
120 
053-666-4671
73 
053-666-2683
51 
053-666-2987
48 
053-666-2693
48 
Other values (4)
59 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row053-666-2543
2nd row053-666-2543
3rd row053-666-2543
4th row053-666-2543
5th row053-666-2543

Common Values

ValueCountFrequency (%)
053-666-2543 120
30.1%
053-666-4671 73
18.3%
053-666-2683 51
12.8%
053-666-2987 48
 
12.0%
053-666-2693 48
 
12.0%
053-666-4351 46
 
11.5%
000-000-0000 7
 
1.8%
053-666-4672 5
 
1.3%
053-666-2544 1
 
0.3%

Length

2024-04-21T04:39:58.462426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T04:39:58.666292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
053-666-2543 120
30.1%
053-666-4671 73
18.3%
053-666-2683 51
12.8%
053-666-2987 48
 
12.0%
053-666-2693 48
 
12.0%
053-666-4351 46
 
11.5%
000-000-0000 7
 
1.8%
053-666-4672 5
 
1.3%
053-666-2544 1
 
0.3%

접수시작일자
Date

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
Minimum2023-11-13 00:00:00
Maximum2023-11-20 00:00:00
2024-04-21T04:39:58.865524image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T04:39:59.030272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)

접수종료일자
Date

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
Minimum2023-11-19 00:00:00
Maximum2023-11-27 00:00:00
2024-04-21T04:39:59.194010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T04:39:59.368703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
인터넷
399 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
인터넷 399
100.0%

Length

2024-04-21T04:39:59.568495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T04:39:59.731282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷 399
100.0%

선정방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
선착순
399 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
선착순 399
100.0%

Length

2024-04-21T04:39:59.893565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T04:40:00.097748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 399
100.0%

홈페이지주소
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
lll.suseong.kr
399 

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowlll.suseong.kr
2nd rowlll.suseong.kr
3rd rowlll.suseong.kr
4th rowlll.suseong.kr
5th rowlll.suseong.kr

Common Values

ValueCountFrequency (%)
lll.suseong.kr 399
100.0%

Length

2024-04-21T04:40:00.407480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T04:40:00.656061image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
lll.suseong.kr 399
100.0%

직업능력개발훈련비지원강좌여부
Boolean

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size527.0 B
False
399 
ValueCountFrequency (%)
False 399
100.0%
2024-04-21T04:40:00.996163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

학점은행제평가(학점)인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size527.0 B
False
399 
ValueCountFrequency (%)
False 399
100.0%
2024-04-21T04:40:01.131377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

평생학습계좌제평가인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size527.0 B
False
399 
ValueCountFrequency (%)
False 399
100.0%
2024-04-21T04:40:01.275794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
Minimum2024-02-07 00:00:00
Maximum2024-02-07 00:00:00
2024-04-21T04:40:01.415736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T04:40:01.567385image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Sample

강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
0우리가족 행복요가송영경2023-12-042024-02-2510:0011:40가족이 함께 즐기면서 배우는 요가교실 - 초등이상자녀 및 부모1인(24명)지역주민오프라인일고산평생학습센터1260000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432023-11-202023-11-27인터넷선착순lll.suseong.krNNN2024-02-07
1신나는 K-POP댄스강경민2023-12-042024-02-2510:0011:40K-POP댄스를 통해 자신감과 표현력+리듬감 향상지역주민오프라인일고산평생학습센터1245000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432023-11-202023-11-27인터넷선착순lll.suseong.krNNN2024-02-07
2키가 쑥쑥 음악 줄넘기안미화2023-12-042024-02-2515:0016:40줄넘기를 이용하여 음악에 맞춰 신나는 신체활동으로 성장에 도움을 줌지역주민오프라인토고산평생학습센터1245000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432023-11-202023-11-27인터넷선착순lll.suseong.krNNN2024-02-07
3마음을 빚는 어린이 도예 초등A이은우2023-12-042024-02-2510:0011:40흙을 이용한 다양한 작품 만들기로 창의력 및 자존감 향상+소근육 발달지역주민오프라인토고산평생학습센터1245000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432023-11-202023-11-27인터넷선착순lll.suseong.krNNN2024-02-07
4마음을 빚는 어린이 도예 초등B이은우2023-12-042024-02-2513:0014:40흙을 이용한 다양한 작품 만들기로 창의력 및 자존감 향상+소근육 발달지역주민오프라인토고산평생학습센터1245000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432023-11-202023-11-27인터넷선착순lll.suseong.krNNN2024-02-07
5손끝을 깨우는 종이접기(초등)임수연2023-12-042024-02-2510:0011:40종이접기를 통한 감각 키우기지역주민오프라인토고산평생학습센터1245000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432023-11-202023-11-27인터넷선착순lll.suseong.krNNN2024-02-07
6초등 창의미술김미경2023-12-042024-02-2510:0011:40재미있는 그리기와 만들기로 창의력과 감수성 향상 및 자신감 키우기지역주민오프라인토고산평생학습센터1245000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432023-11-202023-11-27인터넷선착순lll.suseong.krNNN2024-02-07
7ITQ전영화2023-12-042024-02-2513:0014:40과목 자율선택(기존 수강생도 수강 가능)지역주민오프라인토고산평생학습센터1245000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432023-11-202023-11-27인터넷선착순lll.suseong.krNNN2024-02-07
8어린이 바이올린조효은2023-12-042024-02-2513:0014:40선율로 익히는 기초 음악의 이해지역주민오프라인토고산평생학습센터1245000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432023-11-202023-11-27인터넷선착순lll.suseong.krNNN2024-02-07
9놀이와 연극+자신감 UP황명희2023-12-042024-02-2513:0014:40연기연극을 통한 표현력과 자신감 향상지역주민오프라인토고산평생학습센터1245000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432023-11-202023-11-27인터넷선착순lll.suseong.krNNN2024-02-07
강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
389어린이 바이올린이소영2023-12-042024-02-2510:0011:50선율로 익히는 기초 음악의 이해지역주민오프라인토파동평생학습센터845000대구광역시 수성구 파동로3길 62(파동)대구광역시 수성구청053-666-43512023-11-132023-11-19인터넷선착순lll.suseong.krNNN2024-02-07
390가베 4~5세반 엄마와 함께김미옥2023-12-042024-02-2515:3016:10점,선,면 입체로 구성된 조각을 이용하는 놀이수업(4~5세반 엄마와 함께:36개월 이상+가베8~10부터 시작)지역주민오프라인금파동평생학습센터845000대구광역시 수성구 파동로3길 62(파동)대구광역시 수성구청053-666-43512023-11-132023-11-19인터넷선착순lll.suseong.krNNN2024-02-07
391가베 6~7세반김미옥2023-12-042024-02-2516:2017:00점,선,면 입체로 구성된 조각을 이용하는 놀이수업(6~7세반+가베8~10부터 시작)지역주민오프라인금파동평생학습센터830000대구광역시 수성구 파동로3길 62(파동)대구광역시 수성구청053-666-43512023-11-132023-11-19인터넷선착순lll.suseong.krNNN2024-02-07
392사고력 개암수학(유럽식교구) 5~6세반김혜미2023-12-042024-02-2516:2017:05교구게임을 통해서 재밌게 수학적 사고와 창의력 기르기(5~6세반)지역주민오프라인화파동평생학습센터845000대구광역시 수성구 파동로3길 62(파동)대구광역시 수성구청053-666-43512023-11-132023-11-19인터넷선착순lll.suseong.krNNN2024-02-07
393사고력 개암수학(유럽식교구) 6~7세반김혜미2023-12-042024-02-2517:1017:55교구게임을 통해서 재밌게 수학적 사고와 창의력 기르기(6~7세반)지역주민오프라인화파동평생학습센터845000대구광역시 수성구 파동로3길 62(파동)대구광역시 수성구청053-666-43512023-11-132023-11-19인터넷선착순lll.suseong.krNNN2024-02-07
394어린이 도예 A반이지선2023-12-042024-02-2516:1017:50소근육과 두뇌발달 집중력과 창의력이 쑥쑥 정서적 안정에도 도움이 되는 어린이 도예(* A반 : 유치원~초등2학년까지)지역주민오프라인목파동평생학습센터1045000대구광역시 수성구 파동로3길 62(파동)대구광역시 수성구청053-666-43512023-11-132023-11-19인터넷선착순lll.suseong.krNNN2024-02-07
395어린이 도예 B반이지선2023-12-042024-02-2516:1017:50소근육과 두뇌발달 집중력과 창의력이 쑥쑥 정서적 안정에도 도움이 되는 어린이 도예(* B반 : 초등1~6학년까지)지역주민오프라인월파동평생학습센터1045000대구광역시 수성구 파동로3길 62(파동)대구광역시 수성구청053-666-43512023-11-132023-11-19인터넷선착순lll.suseong.krNNN2024-02-07
396프랑스 자수백운옥2023-12-082024-01-1210:0011:50자수를 이용하여 손바느질로 나만의 작품 만들기 (총 6회 강의)(강의 기간 : 23.12.08.~24.01.12.)지역주민오프라인금파동평생학습센터1030000대구광역시 수성구 파동로3길 62(파동)대구광역시 수성구청053-666-43512023-11-132023-11-19인터넷선착순lll.suseong.krNNN2024-02-07
397스마트폰 활용권혁문2023-12-042024-01-2210:0011:50스마트폰 실생활 활용법을 익히고 다양한 기능을 학습함. (총 6회 강의)(강의 기간 : 23.12.04.~24.01.22.)지역주민오프라인월파동평생학습센터1230000대구광역시 수성구 파동로3길 62(파동)대구광역시 수성구청053-666-43512023-11-132023-11-19인터넷선착순lll.suseong.krNNN2024-02-07
398실무 오피스 활용(엑셀)(야간)진주리2023-12-042024-01-2219:0020:50실무에 사용 가능한 오피스 활용(엑셀) (총 6회 강의)(강의 기간 : 23.12.04.~24.01.22.)지역주민오프라인월파동평생학습센터1030000대구광역시 수성구 파동로3길 62(파동)대구광역시 수성구청053-666-43512023-11-132023-11-19인터넷선착순lll.suseong.krNNN2024-02-07