Overview

Dataset statistics

Number of variables25
Number of observations362
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory71.5 KiB
Average record size in memory202.4 B

Variable types

Text3
Categorical18
Numeric1
Boolean3

Dataset

Description대구광역시_수성구_평생학습강좌_20191220
Author대구광역시 수성구
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=15009715&dataSetDetailId=150097151e2b05863caf2&provdMethod=FILE

Alerts

교육시작일자 has constant value ""Constant
교육대상구분 has constant value ""Constant
교육방법구분 has constant value ""Constant
운영기관명 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
접수방법구분 is highly imbalanced (56.2%)Imbalance

Reproduction

Analysis started2024-04-19 05:39:54.398052
Analysis finished2024-04-19 05:39:54.998854
Duration0.6 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

Distinct291
Distinct (%)80.4%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
2024-04-19T14:39:55.209252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length32
Median length28
Mean length8.5607735
Min length2

Characters and Unicode

Total characters3099
Distinct characters288
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

Unique241 ?
Unique (%)66.6%

Sample

1st row우리가족 행복요가
2nd row체형교정 어린이발레
3rd row신나는 K-POP댄스
4th row마음을 빚는 어린이 도예
5th row조물조물 창의미술
ValueCountFrequency (%)
초급 49
 
6.6%
중급 41
 
5.5%
요가 16
 
2.2%
기초과정 15
 
2.0%
라인댄스 14
 
1.9%
필라테스 13
 
1.8%
하모니카 13
 
1.8%
일본어회화 12
 
1.6%
오카리나 11
 
1.5%
통기타 11
 
1.5%
Other values (277) 546
73.7%
2024-04-19T14:39:55.627592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
379
 
12.2%
급 132
 
4.3%
초 102
 
3.3%
중 84
 
2.7%
반 75
 
2.4%
스 72
 
2.3%
화 58
 
1.9%
어 54
 
1.7%
요 53
 
1.7%
가 52
 
1.7%
Other values (278) 2038
65.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2352
75.9%
Space Separator 379
 
12.2%
Uppercase Letter 113
 
3.6%
Lowercase Letter 112
 
3.6%
Decimal Number 39
 
1.3%
Close Punctuation 29
 
0.9%
Open Punctuation 29
 
0.9%
Other Punctuation 29
 
0.9%
Math Symbol 9
 
0.3%
Dash Punctuation 6
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
급 132
 
5.6%
초 102
 
4.3%
중 84
 
3.6%
반 75
 
3.2%
스 72
 
3.1%
화 58
 
2.5%
어 54
 
2.3%
요 53
 
2.3%
가 52
 
2.2%
기 46
 
2.0%
Other values (231) 1624
69.0%
Lowercase Letter
ValueCountFrequency (%)
c 15
13.4%
e 15
13.4%
t 12
10.7%
r 12
10.7%
u 12
10.7%
a 9
8.0%
n 6
 
5.4%
i 6
 
5.4%
p 5
 
4.5%
d 4
 
3.6%
Other values (5) 16
14.3%
Uppercase Letter
ValueCountFrequency (%)
A 32
28.3%
B 30
26.5%
S 11
 
9.7%
P 8
 
7.1%
C 7
 
6.2%
D 6
 
5.3%
M 6
 
5.3%
O 3
 
2.7%
E 3
 
2.7%
K 2
 
1.8%
Other values (4) 5
 
4.4%
Decimal Number
ValueCountFrequency (%)
6 13
33.3%
7 8
20.5%
2 6
15.4%
1 6
15.4%
5 3
 
7.7%
3 2
 
5.1%
4 1
 
2.6%
Other Punctuation
ValueCountFrequency (%)
/ 17
58.6%
& 10
34.5%
· 1
 
3.4%
, 1
 
3.4%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
50.0%
Ⅰ 1
50.0%
Space Separator
ValueCountFrequency (%)
379
100.0%
Close Punctuation
ValueCountFrequency (%)
) 29
100.0%
Open Punctuation
ValueCountFrequency (%)
( 29
100.0%
Math Symbol
ValueCountFrequency (%)
~ 9
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2352
75.9%
Common 520
 
16.8%
Latin 227
 
7.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
급 132
 
5.6%
초 102
 
4.3%
중 84
 
3.6%
반 75
 
3.2%
스 72
 
3.1%
화 58
 
2.5%
어 54
 
2.3%
요 53
 
2.3%
가 52
 
2.2%
기 46
 
2.0%
Other values (231) 1624
69.0%
Latin
ValueCountFrequency (%)
A 32
14.1%
B 30
13.2%
c 15
 
6.6%
e 15
 
6.6%
t 12
 
5.3%
r 12
 
5.3%
u 12
 
5.3%
S 11
 
4.8%
a 9
 
4.0%
P 8
 
3.5%
Other values (21) 71
31.3%
Common
ValueCountFrequency (%)
379
72.9%
) 29
 
5.6%
( 29
 
5.6%
/ 17
 
3.3%
6 13
 
2.5%
& 10
 
1.9%
~ 9
 
1.7%
7 8
 
1.5%
- 6
 
1.2%
2 6
 
1.2%
Other values (6) 14
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2352
75.9%
ASCII 744
 
24.0%
Number Forms 2
 
0.1%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
379
50.9%
A 32
 
4.3%
B 30
 
4.0%
) 29
 
3.9%
( 29
 
3.9%
/ 17
 
2.3%
c 15
 
2.0%
e 15
 
2.0%
6 13
 
1.7%
t 12
 
1.6%
Other values (34) 173
23.3%
Hangul
ValueCountFrequency (%)
급 132
 
5.6%
초 102
 
4.3%
중 84
 
3.6%
반 75
 
3.2%
스 72
 
3.1%
화 58
 
2.5%
어 54
 
2.3%
요 53
 
2.3%
가 52
 
2.2%
기 46
 
2.0%
Other values (231) 1624
69.0%
None
ValueCountFrequency (%)
· 1
100.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
50.0%
Ⅰ 1
50.0%

강사명
Text

Distinct172
Distinct (%)47.5%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
2024-04-19T14:39:55.955590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length3
Median length3
Mean length2.9558011
Min length2

Characters and Unicode

Total characters1070
Distinct characters110
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

Unique60 ?
Unique (%)16.6%

Sample

1st row김소정
2nd row정유진
3rd row김가은
4th row이은우
5th row김미경
ValueCountFrequency (%)
미정 13
 
3.6%
김문자 6
 
1.7%
채미애 6
 
1.7%
이주희 5
 
1.4%
김미옥 5
 
1.4%
박찬일 5
 
1.4%
하재석 5
 
1.4%
강석원 5
 
1.4%
정혜란 5
 
1.4%
구경연 5
 
1.4%
Other values (162) 302
83.4%
2024-04-19T14:39:56.399068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
김 75
 
7.0%
정 69
 
6.4%
미 58
 
5.4%
이 51
 
4.8%
영 44
 
4.1%
경 43
 
4.0%
숙 33
 
3.1%
희 33
 
3.1%
박 31
 
2.9%
은 24
 
2.2%
Other values (100) 609
56.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1070
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 75
 
7.0%
정 69
 
6.4%
미 58
 
5.4%
이 51
 
4.8%
영 44
 
4.1%
경 43
 
4.0%
숙 33
 
3.1%
희 33
 
3.1%
박 31
 
2.9%
은 24
 
2.2%
Other values (100) 609
56.9%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1070
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
김 75
 
7.0%
정 69
 
6.4%
미 58
 
5.4%
이 51
 
4.8%
영 44
 
4.1%
경 43
 
4.0%
숙 33
 
3.1%
희 33
 
3.1%
박 31
 
2.9%
은 24
 
2.2%
Other values (100) 609
56.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1070
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
김 75
 
7.0%
정 69
 
6.4%
미 58
 
5.4%
이 51
 
4.8%
영 44
 
4.1%
경 43
 
4.0%
숙 33
 
3.1%
희 33
 
3.1%
박 31
 
2.9%
은 24
 
2.2%
Other values (100) 609
56.9%

교육시작일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
2019-10-07
362 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-10-07
2nd row2019-10-07
3rd row2019-10-07
4th row2019-10-07
5th row2019-10-07

Common Values

ValueCountFrequency (%)
2019-10-07 362
100.0%

Length

2024-04-19T14:39:56.530015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:39:56.621318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-10-07 362
100.0%

교육종료일자
Categorical

Distinct2
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
2019-12-29
219 
2019-12-28
143 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-12-29
2nd row2019-12-29
3rd row2019-12-29
4th row2019-12-29
5th row2019-12-29

Common Values

ValueCountFrequency (%)
2019-12-29 219
60.5%
2019-12-28 143
39.5%

Length

2024-04-19T14:39:56.722862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:39:57.134627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-12-29 219
60.5%
2019-12-28 143
39.5%

교육시작시각
Categorical

Distinct40
Distinct (%)11.0%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
10:00
122 
13:00
67 
19:00
33 
15:00
23 
15:10
17 
Other values (35)
100 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique12 ?
Unique (%)3.3%

Sample

1st row10:00
2nd row13:00
3rd row10:00
4th row10:00
5th row10:00

Common Values

ValueCountFrequency (%)
10:00 122
33.7%
13:00 67
18.5%
19:00 33
 
9.1%
15:00 23
 
6.4%
15:10 17
 
4.7%
14:00 16
 
4.4%
14:10 10
 
2.8%
15:30 6
 
1.7%
13:30 5
 
1.4%
18:30 4
 
1.1%
Other values (30) 59
16.3%

Length

2024-04-19T14:39:57.255826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
10:00 122
33.7%
13:00 67
18.5%
19:00 33
 
9.1%
15:00 23
 
6.4%
15:10 17
 
4.7%
14:00 16
 
4.4%
14:10 10
 
2.8%
15:30 6
 
1.7%
13:30 5
 
1.4%
15:20 4
 
1.1%
Other values (30) 59
16.3%

교육종료시각
Categorical

Distinct44
Distinct (%)12.2%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
11:50
99 
14:50
50 
20:50
30 
16:50
27 
11:40
15 
Other values (39)
141 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique9 ?
Unique (%)2.5%

Sample

1st row11:40
2nd row14:40
3rd row11:40
4th row11:40
5th row11:40

Common Values

ValueCountFrequency (%)
11:50 99
27.3%
14:50 50
13.8%
20:50 30
 
8.3%
16:50 27
 
7.5%
11:40 15
 
4.1%
17:00 12
 
3.3%
12:50 10
 
2.8%
15:50 9
 
2.5%
15:00 9
 
2.5%
14:40 9
 
2.5%
Other values (34) 92
25.4%

Length

2024-04-19T14:39:57.368186image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
11:50 99
27.3%
14:50 50
13.8%
20:50 30
 
8.3%
16:50 27
 
7.5%
11:40 15
 
4.1%
17:00 12
 
3.3%
12:50 10
 
2.8%
15:50 9
 
2.5%
15:00 9
 
2.5%
14:40 9
 
2.5%
Other values (34) 92
25.4%

강좌내용
Text

Distinct276
Distinct (%)76.2%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
2024-04-19T14:39:57.575635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length72
Median length44
Mean length23.513812
Min length4

Characters and Unicode

Total characters8512
Distinct characters490
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

Unique217 ?
Unique (%)59.9%

Sample

1st row가족이 함께 즐기면서 배우는 요가교실 - 초등이상자녀 및 부모1인(30명)
2nd row반듯한 자세교정, 체력 향상, 자신감과 표현력 증가
3rd rowK-POP댄스를 통해 자신감과 표현력, 리듬감 향상
4th row흙을 이용한 다양한 작품 만들기로 창의력 및 자존감 향상, 소근육 발달
5th row미술기초와 창의적 만들기를 통한 소근육 및 두뇌발달
ValueCountFrequency (%)
등 71
 
3.5%
및 60
 
2.9%
배우기 43
 
2.1%
기초 30
 
1.5%
이용한 25
 
1.2%
자세교정 19
 
0.9%
유연성 18
 
0.9%
신체의 15
 
0.7%
만들기 15
 
0.7%
음악에 14
 
0.7%
Other values (851) 1746
84.9%
2024-04-19T14:39:57.974737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1694
 
19.9%
기 284
 
3.3%
, 272
 
3.2%
이 124
 
1.5%
의 99
 
1.2%
는 99
 
1.2%
한 96
 
1.1%
우 91
 
1.1%
배 86
 
1.0%
가 85
 
1.0%
Other values (480) 5582
65.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6233
73.2%
Space Separator 1694
 
19.9%
Other Punctuation 286
 
3.4%
Decimal Number 93
 
1.1%
Close Punctuation 55
 
0.6%
Open Punctuation 55
 
0.6%
Lowercase Letter 55
 
0.6%
Uppercase Letter 24
 
0.3%
Math Symbol 9
 
0.1%
Dash Punctuation 8
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 284
 
4.6%
이 124
 
2.0%
의 99
 
1.6%
는 99
 
1.6%
한 96
 
1.5%
우 91
 
1.5%
배 86
 
1.4%
가 85
 
1.4%
등 83
 
1.3%
초 83
 
1.3%
Other values (433) 5103
81.9%
Uppercase Letter
ValueCountFrequency (%)
P 8
33.3%
O 3
 
12.5%
C 2
 
8.3%
K 2
 
8.3%
G 1
 
4.2%
U 1
 
4.2%
W 1
 
4.2%
S 1
 
4.2%
I 1
 
4.2%
T 1
 
4.2%
Other values (3) 3
 
12.5%
Lowercase Letter
ValueCountFrequency (%)
c 7
12.7%
s 7
12.7%
n 6
10.9%
g 6
10.9%
i 6
10.9%
w 6
10.9%
a 6
10.9%
h 6
10.9%
o 1
 
1.8%
e 1
 
1.8%
Other values (3) 3
5.5%
Decimal Number
ValueCountFrequency (%)
0 27
29.0%
1 15
16.1%
3 12
12.9%
2 12
12.9%
9 10
 
10.8%
8 6
 
6.5%
4 6
 
6.5%
7 3
 
3.2%
6 1
 
1.1%
5 1
 
1.1%
Other Punctuation
ValueCountFrequency (%)
, 272
95.1%
· 6
 
2.1%
& 4
 
1.4%
* 2
 
0.7%
? 1
 
0.3%
/ 1
 
0.3%
Space Separator
ValueCountFrequency (%)
1694
100.0%
Close Punctuation
ValueCountFrequency (%)
) 55
100.0%
Open Punctuation
ValueCountFrequency (%)
( 55
100.0%
Math Symbol
ValueCountFrequency (%)
~ 9
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6233
73.2%
Common 2200
 
25.8%
Latin 79
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 284
 
4.6%
이 124
 
2.0%
의 99
 
1.6%
는 99
 
1.6%
한 96
 
1.5%
우 91
 
1.5%
배 86
 
1.4%
가 85
 
1.4%
등 83
 
1.3%
초 83
 
1.3%
Other values (433) 5103
81.9%
Latin
ValueCountFrequency (%)
P 8
10.1%
c 7
 
8.9%
s 7
 
8.9%
n 6
 
7.6%
g 6
 
7.6%
i 6
 
7.6%
w 6
 
7.6%
a 6
 
7.6%
h 6
 
7.6%
O 3
 
3.8%
Other values (16) 18
22.8%
Common
ValueCountFrequency (%)
1694
77.0%
, 272
 
12.4%
) 55
 
2.5%
( 55
 
2.5%
0 27
 
1.2%
1 15
 
0.7%
3 12
 
0.5%
2 12
 
0.5%
9 10
 
0.5%
~ 9
 
0.4%
Other values (11) 39
 
1.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6233
73.2%
ASCII 2273
 
26.7%
None 6
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1694
74.5%
, 272
 
12.0%
) 55
 
2.4%
( 55
 
2.4%
0 27
 
1.2%
1 15
 
0.7%
3 12
 
0.5%
2 12
 
0.5%
9 10
 
0.4%
~ 9
 
0.4%
Other values (36) 112
 
4.9%
Hangul
ValueCountFrequency (%)
기 284
 
4.6%
이 124
 
2.0%
의 99
 
1.6%
는 99
 
1.6%
한 96
 
1.5%
우 91
 
1.5%
배 86
 
1.4%
가 85
 
1.4%
등 83
 
1.3%
초 83
 
1.3%
Other values (433) 5103
81.9%
None
ValueCountFrequency (%)
· 6
100.0%

교육대상구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
지역주민
362 

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 362
100.0%

Length

2024-04-19T14:39:58.134041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:39:58.233855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
지역주민 362
100.0%

교육방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
오프라인
362 

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 362
100.0%

Length

2024-04-19T14:39:58.344306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:39:58.440029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
오프라인 362
100.0%

운영요일
Categorical

Distinct20
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
화요일,목요일
51 
월요일,수요일
42 
금요일
40 
월요일
39 
토요일
38 
Other values (15)
152 

Length

Max length15
Median length3
Mean length4.5414365
Min length1

Unique

Unique5 ?
Unique (%)1.4%

Sample

1st row일요일
2nd row토요일
3rd row일요일
4th row토요일
5th row토요일

Common Values

ValueCountFrequency (%)
화요일,목요일 51
14.1%
월요일,수요일 42
11.6%
금요일 40
11.0%
월요일 39
10.8%
토요일 38
10.5%
수요일 34
9.4%
화요일 32
8.8%
목요일 28
7.7%
일요일 22
6.1%
화요일,금요일 7
 
1.9%
Other values (10) 29
8.0%

Length

2024-04-19T14:39:58.541093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
화요일,목요일 51
13.6%
월요일 44
11.8%
월요일,수요일 42
11.2%
금요일 41
11.0%
수요일 40
10.7%
토요일 38
10.2%
화요일 38
10.2%
목요일 34
9.1%
일요일 22
5.9%
화요일,금요일 7
 
1.9%
Other values (7) 17
 
4.5%

교육장소
Categorical

Distinct5
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
고산평생학습센터
139 
만촌평생학습센터
80 
지산평생학습센터
53 
두산평생학습센터
49 
수성동평생학습센터
41 

Length

Max length9
Median length8
Mean length8.1132597
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
고산평생학습센터 139
38.4%
만촌평생학습센터 80
22.1%
지산평생학습센터 53
 
14.6%
두산평생학습센터 49
 
13.5%
수성동평생학습센터 41
 
11.3%

Length

2024-04-19T14:39:58.667736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:39:58.775455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
고산평생학습센터 139
38.4%
만촌평생학습센터 80
22.1%
지산평생학습센터 53
 
14.6%
두산평생학습센터 49
 
13.5%
수성동평생학습센터 41
 
11.3%

강좌정원수
Real number (ℝ)

Distinct10
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.530387
Minimum10
Maximum60
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2024-04-19T14:39:58.892095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile15
Q115
median20
Q325
95-th percentile30
Maximum60
Range50
Interquartile range (IQR)10

Descriptive statistics

Standard deviation6.1590565
Coefficient of variation (CV)0.2999971
Kurtosis3.9375465
Mean20.530387
Median Absolute Deviation (MAD)5
Skewness1.2578678
Sum7432
Variance37.933977
MonotonicityNot monotonic
2024-04-19T14:39:59.022190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
15 122
33.7%
20 110
30.4%
25 53
14.6%
30 53
14.6%
12 13
 
3.6%
24 4
 
1.1%
40 3
 
0.8%
10 2
 
0.6%
35 1
 
0.3%
60 1
 
0.3%
ValueCountFrequency (%)
10 2
 
0.6%
12 13
 
3.6%
15 122
33.7%
20 110
30.4%
24 4
 
1.1%
25 53
14.6%
30 53
14.6%
35 1
 
0.3%
40 3
 
0.8%
60 1
 
0.3%
ValueCountFrequency (%)
60 1
 
0.3%
40 3
 
0.8%
35 1
 
0.3%
30 53
14.6%
25 53
14.6%
24 4
 
1.1%
20 110
30.4%
15 122
33.7%
12 13
 
3.6%
10 2
 
0.6%

수강료
Categorical

Distinct4
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
45000
247 
60000
90 
30000
 
24
0
 
1

Length

Max length5
Median length5
Mean length4.9889503
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
45000 247
68.2%
60000 90
 
24.9%
30000 24
 
6.6%
0 1
 
0.3%

Length

2024-04-19T14:39:59.186129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:39:59.379200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
45000 247
68.2%
60000 90
 
24.9%
30000 24
 
6.6%
0 1
 
0.3%

교육장도로명주소
Categorical

Distinct5
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
대구광역시 수성구 달구벌대로 3091 (시지동)
139 
대구광역시 수성구 국채보상로 1001 (만촌동)
80 
대구광역시 수성구 지범로21길 16 (지산동)
53 
대구광역시 수성구 들안로16길 78 (두산동)
49 
대구광역시 수성구 명덕로73길 7(수성동 1가)
41 

Length

Max length26
Median length26
Mean length25.718232
Min length25

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) 139
38.4%
대구광역시 수성구 국채보상로 1001 (만촌동) 80
22.1%
대구광역시 수성구 지범로21길 16 (지산동) 53
 
14.6%
대구광역시 수성구 들안로16길 78 (두산동) 49
 
13.5%
대구광역시 수성구 명덕로73길 7(수성동 1가) 41
 
11.3%

Length

2024-04-19T14:39:59.516691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:39:59.617916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 362
20.0%
수성구 362
20.0%
달구벌대로 139
 
7.7%
3091 139
 
7.7%
시지동 139
 
7.7%
국채보상로 80
 
4.4%
1001 80
 
4.4%
만촌동 80
 
4.4%
지산동 53
 
2.9%
지범로21길 53
 
2.9%
Other values (7) 323
17.8%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
대구광역시 수성구청
362 

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 362
100.0%

Length

2024-04-19T14:39:59.743912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:39:59.836984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 362
50.0%
수성구청 362
50.0%

운영기관전화번호
Categorical

Distinct5
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
053-666-2543
139 
053-666-4671
80 
053-666-2681
53 
053-666-2981
49 
053-666-2693
41 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

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 139
38.4%
053-666-4671 80
22.1%
053-666-2681 53
 
14.6%
053-666-2981 49
 
13.5%
053-666-2693 41
 
11.3%

Length

2024-04-19T14:39:59.937707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:40:00.051142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
053-666-2543 139
38.4%
053-666-4671 80
22.1%
053-666-2681 53
 
14.6%
053-666-2981 49
 
13.5%
053-666-2693 41
 
11.3%

접수시작일자
Categorical

Distinct5
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
2019-09-06
139 
2019-09-05
80 
2019-09-02
53 
2019-09-03
49 
2019-09-04
41 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-09-06
2nd row2019-09-06
3rd row2019-09-06
4th row2019-09-06
5th row2019-09-06

Common Values

ValueCountFrequency (%)
2019-09-06 139
38.4%
2019-09-05 80
22.1%
2019-09-02 53
 
14.6%
2019-09-03 49
 
13.5%
2019-09-04 41
 
11.3%

Length

2024-04-19T14:40:00.180542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:40:00.301019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-09-06 139
38.4%
2019-09-05 80
22.1%
2019-09-02 53
 
14.6%
2019-09-03 49
 
13.5%
2019-09-04 41
 
11.3%

접수종료일자
Categorical

Distinct2
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
2019-10-04
282 
2018-10-04
80 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-10-04
2nd row2019-10-04
3rd row2019-10-04
4th row2019-10-04
5th row2019-10-04

Common Values

ValueCountFrequency (%)
2019-10-04 282
77.9%
2018-10-04 80
 
22.1%

Length

2024-04-19T14:40:00.422327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:40:00.518435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-10-04 282
77.9%
2018-10-04 80
 
22.1%

접수방법구분
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
인터넷,방문접수
298 
인터넷
63 
방문접수
 
1

Length

Max length8
Median length8
Mean length7.1187845
Min length3

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
인터넷,방문접수 298
82.3%
인터넷 63
 
17.4%
방문접수 1
 
0.3%

Length

2024-04-19T14:40:00.619946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:40:00.724820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷,방문접수 298
82.3%
인터넷 63
 
17.4%
방문접수 1
 
0.3%

선정방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
선착순
362 

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 362
100.0%

Length

2024-04-19T14:40:00.833238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:40:00.930869image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 362
100.0%

홈페이지주소
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
lll.suseong.kr
362 

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 362
100.0%

Length

2024-04-19T14:40:01.028419image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:40:01.119600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
lll.suseong.kr 362
100.0%

직업능력개발훈련비지원강좌여부
Boolean

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size494.0 B
False
362 
ValueCountFrequency (%)
False 362
100.0%
2024-04-19T14:40:01.200017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

학점은행제평가(학점)인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size494.0 B
False
362 
ValueCountFrequency (%)
False 362
100.0%
2024-04-19T14:40:01.292723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

평생학습계좌제평가인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size494.0 B
False
362 
ValueCountFrequency (%)
False 362
100.0%
2024-04-19T14:40:01.414057image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
2019-12-20
362 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-12-20
2nd row2019-12-20
3rd row2019-12-20
4th row2019-12-20
5th row2019-12-20

Common Values

ValueCountFrequency (%)
2019-12-20 362
100.0%

Length

2024-04-19T14:40:01.523474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:40:01.617221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-12-20 362
100.0%

Sample

강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
0우리가족 행복요가김소정2019-10-072019-12-2910:0011:40가족이 함께 즐기면서 배우는 요가교실 - 초등이상자녀 및 부모1인(30명)지역주민오프라인일요일고산평생학습센터1560000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432019-09-062019-10-04인터넷선착순lll.suseong.krNNN2019-12-20
1체형교정 어린이발레정유진2019-10-072019-12-2913:0014:40반듯한 자세교정, 체력 향상, 자신감과 표현력 증가지역주민오프라인토요일고산평생학습센터1545000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432019-09-062019-10-04인터넷선착순lll.suseong.krNNN2019-12-20
2신나는 K-POP댄스김가은2019-10-072019-12-2910:0011:40K-POP댄스를 통해 자신감과 표현력, 리듬감 향상지역주민오프라인일요일고산평생학습센터1545000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432019-09-062019-10-04인터넷선착순lll.suseong.krNNN2019-12-20
3마음을 빚는 어린이 도예이은우2019-10-072019-12-2910:0011:40흙을 이용한 다양한 작품 만들기로 창의력 및 자존감 향상, 소근육 발달지역주민오프라인토요일고산평생학습센터1545000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432019-09-062019-10-04인터넷선착순lll.suseong.krNNN2019-12-20
4조물조물 창의미술김미경2019-10-072019-12-2910:0011:40미술기초와 창의적 만들기를 통한 소근육 및 두뇌발달지역주민오프라인토요일고산평생학습센터1545000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432019-09-062019-10-04인터넷선착순lll.suseong.krNNN2019-12-20
5수성 메이커 교육 기초과정 Structure 6~7세반A김민채2019-10-072019-12-2915:0016:50모든것의 뼈대가 되는 구조에 대해 이해하며 다음 단계로 넘어갈 수 있는 기초 습득(상호지지구조, 캐터펄트, 트러스교, 현수교 등)지역주민오프라인토요일고산평생학습센터1530000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432019-09-062019-10-04인터넷선착순lll.suseong.krNNN2019-12-20
6수성 메이커 교육 기초과정 Structure 6~7세반B김민채2019-10-072019-12-2910:0011:50모든것의 뼈대가 되는 구조에 대해 이해하며 다음 단계로 넘어갈 수 있는 기초 습득(상호지지구조, 캐터펄트, 트러스교, 현수교 등)지역주민오프라인일요일고산평생학습센터1530000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432019-09-062019-10-04인터넷선착순lll.suseong.krNNN2019-12-20
7수성 메이커 교육 기초과정 Structure 6~7세반C김민채2019-10-072019-12-2913:0014:50모든것의 뼈대가 되는 구조에 대해 이해하며 다음 단계로 넘어갈 수 있는 기초 습득(상호지지구조, 캐터펄트, 트러스교, 현수교 등)지역주민오프라인일요일고산평생학습센터1530000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432019-09-062019-10-04인터넷선착순lll.suseong.krNNN2019-12-20
8수성 메이커 교육 기초과정 Structure 초등저학년A구경연2019-10-072019-12-2915:0016:50모든것의 뼈대가 되는 구조에 대해 이해하며 다음 단계로 넘어갈 수 있는 기초 습득(상호지지구조, 캐터펄트, 트러스교, 현수교 등)지역주민오프라인토요일고산평생학습센터1530000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432019-09-062019-10-04인터넷선착순lll.suseong.krNNN2019-12-20
9수성 메이커 교육 기초과정 Structure 초등저학년B구경연2019-10-072019-12-2913:0014:50모든것의 뼈대가 되는 구조에 대해 이해하며 다음 단계로 넘어갈 수 있는 기초 습득(상호지지구조, 캐터펄트, 트러스교, 현수교 등)지역주민오프라인일요일고산평생학습센터1530000대구광역시 수성구 달구벌대로 3091 (시지동)대구광역시 수성구청053-666-25432019-09-062019-10-04인터넷선착순lll.suseong.krNNN2019-12-20
강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
352하모니카 연주반(주말)박재순2019-10-072019-12-2910:0011:50하모니카 추억의 가요 배우기지역주민오프라인토요일만촌평생학습센터2545000대구광역시 수성구 국채보상로 1001 (만촌동)대구광역시 수성구청053-666-46712019-09-052018-10-04인터넷,방문접수선착순lll.suseong.krNNN2019-12-20
353오카리나 초급정지윤2019-10-072019-12-2915:3017:20오카리나 기초 배우기지역주민오프라인금요일만촌평생학습센터2045000대구광역시 수성구 국채보상로 1001 (만촌동)대구광역시 수성구청053-666-46712019-09-052018-10-04인터넷,방문접수선착순lll.suseong.krNNN2019-12-20
354오카리나 중급정지윤2019-10-072019-12-2915:1017:00반음운지법 및 응용곡 배우기지역주민오프라인월요일만촌평생학습센터2045000대구광역시 수성구 국채보상로 1001 (만촌동)대구광역시 수성구청053-666-46712019-09-052018-10-04인터넷,방문접수선착순lll.suseong.krNNN2019-12-20
355통기타 초급박찬일2019-10-072019-12-2915:1017:00통기타 기초부터 쉽게 배우기지역주민오프라인수요일만촌평생학습센터2045000대구광역시 수성구 국채보상로 1001 (만촌동)대구광역시 수성구청053-666-46712019-09-052018-10-04인터넷,방문접수선착순lll.suseong.krNNN2019-12-20
356통기타 중급박찬일2019-10-072019-12-2913:3015:20통기타로 쉬운 건전가요 배우기지역주민오프라인금요일만촌평생학습센터2545000대구광역시 수성구 국채보상로 1001 (만촌동)대구광역시 수성구청053-666-46712019-09-052018-10-04인터넷,방문접수선착순lll.suseong.krNNN2019-12-20
357가요교실박숙희2019-10-072019-12-2910:3012:00가요따라 부르고 배우면서 스트레스 해소하기지역주민오프라인금요일만촌평생학습센터6030000대구광역시 수성구 국채보상로 1001 (만촌동)대구광역시 수성구청053-666-46712019-09-052018-10-04인터넷,방문접수선착순lll.suseong.krNNN2019-12-20
358쑥쑥가베(5-6세반)최은정2019-10-072019-12-2916:2017:05창의력, 수리력, 논리력을 기르는 점,선,면입체로 구성된 조각을 이용하는 놀이수업지역주민오프라인목요일만촌평생학습센터1530000대구광역시 수성구 국채보상로 1001 (만촌동)대구광역시 수성구청053-666-46712019-09-052018-10-04인터넷선착순lll.suseong.krNNN2019-12-20
359쑥쑥가베(6-7세반)최은정2019-10-072019-12-2917:1518:00창의력, 수리력, 논리력을 기르는 점,선,면입체로 구성된 조각을 이용하는 놀이수업지역주민오프라인목요일만촌평생학습센터1530000대구광역시 수성구 국채보상로 1001 (만촌동)대구광역시 수성구청053-666-46712019-09-052018-10-04인터넷선착순lll.suseong.krNNN2019-12-20
360유럽식교구수학(5-6세)이효정2019-10-072019-12-2916:2017:05교구를 이용하여 게임을 하는 동안 수학적사고와 창의력 기르기지역주민오프라인화요일만촌평생학습센터1245000대구광역시 수성구 국채보상로 1001 (만촌동)대구광역시 수성구청053-666-46712019-09-052018-10-04인터넷선착순lll.suseong.krNNN2019-12-20
361유럽식교구수학(6-7세)이효정2019-10-072019-12-2917:1518:00교구를 이용하여 게임을 하는 동안 수학적사고와 창의력 기르기지역주민오프라인화요일만촌평생학습센터1245000대구광역시 수성구 국채보상로 1001 (만촌동)대구광역시 수성구청053-666-46712019-09-052018-10-04인터넷선착순lll.suseong.krNNN2019-12-20