Overview

Dataset statistics

Number of variables25
Number of observations28
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.7 KiB
Average record size in memory206.7 B

Variable types

Text3
DateTime2
Categorical16
Numeric1
Boolean3

Dataset

Description대구광역시_남구_평생학습강좌_20200203
Author대구광역시 남구
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=15013110&dataSetDetailId=150131101c78371490b03_202002031055&provdMethod=FILE

Alerts

교육방법구분 has constant value ""Constant
수강료 has constant value ""Constant
선정방법구분 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 started2023-09-29 01:19:22.288414
Analysis finished2023-09-29 01:19:23.637603
Duration1.35 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

Distinct26
Distinct (%)92.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
2023-09-29T01:19:23.981788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length15.5
Mean length11.821429
Min length2

Characters and Unicode

Total characters331
Distinct characters139
Distinct categories7 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)85.7%

Sample

1st row[설특집]원데이특강 福을주는 복주머니&복지갑
2nd row전래놀이 지도사과정
3rd row플로리스트과정
4th row내집 마련의 전략
5th row예쁜글씨 POP과정
ValueCountFrequency (%)
어울림 4
 
5.2%
요리보고 2
 
2.6%
생각하는 2
 
2.6%
독서논술 2
 
2.6%
어린이 2
 
2.6%
영어영화관 2
 
2.6%
조리 2
 
2.6%
한국사 2
 
2.6%
교양 1
 
1.3%
힐링교실 1
 
1.3%
Other values (57) 57
74.0%
2023-09-29T01:19:25.203222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
49
 
14.8%
어 10
 
3.0%
는 9
 
2.7%
이 9
 
2.7%
사 7
 
2.1%
림 6
 
1.8%
리 6
 
1.8%
지 5
 
1.5%
하 5
 
1.5%
영 5
 
1.5%
Other values (129) 220
66.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 269
81.3%
Space Separator 49
 
14.8%
Uppercase Letter 7
 
2.1%
Open Punctuation 2
 
0.6%
Close Punctuation 2
 
0.6%
Other Punctuation 1
 
0.3%
Decimal Number 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
어 10
 
3.7%
는 9
 
3.3%
이 9
 
3.3%
사 7
 
2.6%
림 6
 
2.2%
리 6
 
2.2%
지 5
 
1.9%
하 5
 
1.9%
영 5
 
1.9%
술 5
 
1.9%
Other values (118) 202
75.1%
Uppercase Letter
ValueCountFrequency (%)
O 3
42.9%
P 2
28.6%
B 1
 
14.3%
K 1
 
14.3%
Open Punctuation
ValueCountFrequency (%)
( 1
50.0%
[ 1
50.0%
Close Punctuation
ValueCountFrequency (%)
] 1
50.0%
) 1
50.0%
Space Separator
ValueCountFrequency (%)
49
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%
Decimal Number
ValueCountFrequency (%)
3 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 268
81.0%
Common 55
 
16.6%
Latin 7
 
2.1%
Han 1
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
어 10
 
3.7%
는 9
 
3.4%
이 9
 
3.4%
사 7
 
2.6%
림 6
 
2.2%
리 6
 
2.2%
지 5
 
1.9%
하 5
 
1.9%
영 5
 
1.9%
술 5
 
1.9%
Other values (117) 201
75.0%
Common
ValueCountFrequency (%)
49
89.1%
( 1
 
1.8%
] 1
 
1.8%
& 1
 
1.8%
[ 1
 
1.8%
3 1
 
1.8%
) 1
 
1.8%
Latin
ValueCountFrequency (%)
O 3
42.9%
P 2
28.6%
B 1
 
14.3%
K 1
 
14.3%
Han
ValueCountFrequency (%)
福 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 268
81.0%
ASCII 62
 
18.7%
CJK 1
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
49
79.0%
O 3
 
4.8%
P 2
 
3.2%
( 1
 
1.6%
B 1
 
1.6%
K 1
 
1.6%
] 1
 
1.6%
& 1
 
1.6%
[ 1
 
1.6%
3 1
 
1.6%
Hangul
ValueCountFrequency (%)
어 10
 
3.7%
는 9
 
3.4%
이 9
 
3.4%
사 7
 
2.6%
림 6
 
2.2%
리 6
 
2.2%
지 5
 
1.9%
하 5
 
1.9%
영 5
 
1.9%
술 5
 
1.9%
Other values (117) 201
75.0%
CJK
ValueCountFrequency (%)
福 1
100.0%

강사명
Text

Distinct24
Distinct (%)85.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
2023-09-29T01:19:26.212400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length5
Median length3
Mean length3.0714286
Min length3

Characters and Unicode

Total characters86
Distinct characters47
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique20 ?
Unique (%)71.4%

Sample

1st row박용자
2nd row서성희
3rd row이나희
4th row권지훈
5th row최문숙
ValueCountFrequency (%)
이정숙 2
 
6.9%
이연화 2
 
6.9%
김학선 2
 
6.9%
홍점숙 2
 
6.9%
박용자 1
 
3.4%
서성희 1
 
3.4%
여정화 1
 
3.4%
김명화 1
 
3.4%
김정미 1
 
3.4%
이순희 1
 
3.4%
Other values (15) 15
51.7%
2023-09-29T01:19:27.822386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 10
 
11.6%
김 8
 
9.3%
정 6
 
7.0%
숙 5
 
5.8%
화 4
 
4.7%
선 3
 
3.5%
희 3
 
3.5%
지 2
 
2.3%
상 2
 
2.3%
영 2
 
2.3%
Other values (37) 41
47.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 85
98.8%
Space Separator 1
 
1.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 10
 
11.8%
김 8
 
9.4%
정 6
 
7.1%
숙 5
 
5.9%
화 4
 
4.7%
선 3
 
3.5%
희 3
 
3.5%
지 2
 
2.4%
상 2
 
2.4%
영 2
 
2.4%
Other values (36) 40
47.1%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 85
98.8%
Common 1
 
1.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 10
 
11.8%
김 8
 
9.4%
정 6
 
7.1%
숙 5
 
5.9%
화 4
 
4.7%
선 3
 
3.5%
희 3
 
3.5%
지 2
 
2.4%
상 2
 
2.4%
영 2
 
2.4%
Other values (36) 40
47.1%
Common
ValueCountFrequency (%)
1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 85
98.8%
ASCII 1
 
1.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 10
 
11.8%
김 8
 
9.4%
정 6
 
7.1%
숙 5
 
5.9%
화 4
 
4.7%
선 3
 
3.5%
희 3
 
3.5%
지 2
 
2.4%
상 2
 
2.4%
영 2
 
2.4%
Other values (36) 40
47.1%
ASCII
ValueCountFrequency (%)
1
100.0%

교육시작일자
Date

Distinct16
Distinct (%)57.1%
Missing0
Missing (%)0.0%
Memory size356.0 B
Minimum2020-01-07 00:00:00
Maximum2020-02-11 00:00:00
2023-09-29T01:19:28.208752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-09-29T01:19:28.893279image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)

교육종료일자
Date

Distinct15
Distinct (%)53.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
Minimum2020-01-09 00:00:00
Maximum2020-12-03 00:00:00
2023-09-29T01:19:29.608827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-09-29T01:19:30.237450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)

교육시작시각
Categorical

Distinct9
Distinct (%)32.1%
Missing0
Missing (%)0.0%
Memory size356.0 B
10:00
11 
16:00
6 
14:00
3 
13:00
2 
16:30
2 
Other values (4)
4 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique4 ?
Unique (%)14.3%

Sample

1st row10:00
2nd row09:30
3rd row10:00
4th row14:00
5th row10:00

Common Values

ValueCountFrequency (%)
10:00 11
39.3%
16:00 6
21.4%
14:00 3
 
10.7%
13:00 2
 
7.1%
16:30 2
 
7.1%
09:30 1
 
3.6%
16:40 1
 
3.6%
17:00 1
 
3.6%
09:00 1
 
3.6%

Length

2023-09-29T01:19:30.838181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:31.386425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
10:00 11
39.3%
16:00 6
21.4%
14:00 3
 
10.7%
13:00 2
 
7.1%
16:30 2
 
7.1%
09:30 1
 
3.6%
16:40 1
 
3.6%
17:00 1
 
3.6%
09:00 1
 
3.6%

교육종료시각
Categorical

Distinct9
Distinct (%)32.1%
Missing0
Missing (%)0.0%
Memory size356.0 B
12:00
12 
16:00
3 
17:30
3 
17:00
3 
16:50
2 
Other values (4)
5 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique3 ?
Unique (%)10.7%

Sample

1st row12:00
2nd row12:30
3rd row12:00
4th row16:00
5th row12:00

Common Values

ValueCountFrequency (%)
12:00 12
42.9%
16:00 3
 
10.7%
17:30 3
 
10.7%
17:00 3
 
10.7%
16:50 2
 
7.1%
18:00 2
 
7.1%
12:30 1
 
3.6%
15:00 1
 
3.6%
14:00 1
 
3.6%

Length

2023-09-29T01:19:32.193382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:32.993141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
12:00 12
42.9%
16:00 3
 
10.7%
17:30 3
 
10.7%
17:00 3
 
10.7%
16:50 2
 
7.1%
18:00 2
 
7.1%
12:30 1
 
3.6%
15:00 1
 
3.6%
14:00 1
 
3.6%

강좌내용
Text

Distinct26
Distinct (%)92.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
2023-09-29T01:19:34.010433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length21
Mean length17.821429
Min length7

Characters and Unicode

Total characters499
Distinct characters150
Distinct categories4 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)85.7%

Sample

1st row종이로 만드는 福주머니 & 福지갑
2nd row전통놀이에 대한 이해 및 자격증취득과정
3rd row꽃을 활용한 작품기법 및 자격증취득과정
4th row지역 분석을 통한 내집 마련의 방법
5th row손글씨 쓰는법 및 자격증취득과정
ValueCountFrequency (%)
통한 7
 
5.3%
학습 6
 
4.5%
영어 5
 
3.8%
및 4
 
3.0%
향상 4
 
3.0%
자격증취득과정 4
 
3.0%
독후활동으로 3
 
2.3%
독서논술을 2
 
1.5%
토론 2
 
1.5%
배우는 2
 
1.5%
Other values (87) 93
70.5%
2023-09-29T01:19:37.406612image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
104
 
20.8%
한 14
 
2.8%
학 11
 
2.2%
로 11
 
2.2%
독 8
 
1.6%
이 8
 
1.6%
영 8
 
1.6%
통 8
 
1.6%
습 8
 
1.6%
기 7
 
1.4%
Other values (140) 312
62.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 391
78.4%
Space Separator 104
 
20.8%
Other Punctuation 3
 
0.6%
Decimal Number 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
한 14
 
3.6%
학 11
 
2.8%
로 11
 
2.8%
독 8
 
2.0%
이 8
 
2.0%
영 8
 
2.0%
통 8
 
2.0%
습 8
 
2.0%
기 7
 
1.8%
지 7
 
1.8%
Other values (136) 301
77.0%
Other Punctuation
ValueCountFrequency (%)
, 2
66.7%
& 1
33.3%
Space Separator
ValueCountFrequency (%)
104
100.0%
Decimal Number
ValueCountFrequency (%)
3 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 389
78.0%
Common 108
 
21.6%
Han 2
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
한 14
 
3.6%
학 11
 
2.8%
로 11
 
2.8%
독 8
 
2.1%
이 8
 
2.1%
영 8
 
2.1%
통 8
 
2.1%
습 8
 
2.1%
기 7
 
1.8%
지 7
 
1.8%
Other values (135) 299
76.9%
Common
ValueCountFrequency (%)
104
96.3%
, 2
 
1.9%
3 1
 
0.9%
& 1
 
0.9%
Han
ValueCountFrequency (%)
福 2
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 389
78.0%
ASCII 108
 
21.6%
CJK 2
 
0.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
104
96.3%
, 2
 
1.9%
3 1
 
0.9%
& 1
 
0.9%
Hangul
ValueCountFrequency (%)
한 14
 
3.6%
학 11
 
2.8%
로 11
 
2.8%
독 8
 
2.1%
이 8
 
2.1%
영 8
 
2.1%
통 8
 
2.1%
습 8
 
2.1%
기 7
 
1.8%
지 7
 
1.8%
Other values (135) 299
76.9%
CJK
ValueCountFrequency (%)
福 2
100.0%

교육대상구분
Categorical

Distinct8
Distinct (%)28.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
지역주민
17 
유아 6,7세
3 
초등 1~3학년
2 
초등학생
2 
초등 1,2학년
 
1
Other values (3)
3 

Length

Max length8
Median length4
Mean length5.1785714
Min length4

Unique

Unique4 ?
Unique (%)14.3%

Sample

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

Common Values

ValueCountFrequency (%)
지역주민 17
60.7%
유아 6,7세 3
 
10.7%
초등 1~3학년 2
 
7.1%
초등학생 2
 
7.1%
초등 1,2학년 1
 
3.6%
초등 4~6학년 1
 
3.6%
초등 1~4학년 1
 
3.6%
초등 3,4학년 1
 
3.6%

Length

2023-09-29T01:19:39.151357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:40.894730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
지역주민 17
45.9%
초등 6
 
16.2%
유아 3
 
8.1%
6,7세 3
 
8.1%
1~3학년 2
 
5.4%
초등학생 2
 
5.4%
1,2학년 1
 
2.7%
4~6학년 1
 
2.7%
1~4학년 1
 
2.7%
3,4학년 1
 
2.7%

교육방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
오프라인
28 

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 28
100.0%

Length

2023-09-29T01:19:41.880233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:42.533880image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
오프라인 28
100.0%

운영요일
Categorical

Distinct8
Distinct (%)28.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
화요일
7 
목요일
6 
금요일
6 
수요일
5 
월요일
1 
Other values (3)
3 

Length

Max length7
Median length3
Mean length3.2142857
Min length3

Unique

Unique4 ?
Unique (%)14.3%

Sample

1st row화요일
2nd row화요일
3rd row수요일
4th row수요일
5th row목요일

Common Values

ValueCountFrequency (%)
화요일 7
25.0%
목요일 6
21.4%
금요일 6
21.4%
수요일 5
17.9%
월요일 1
 
3.6%
화,목요일 1
 
3.6%
토요일 1
 
3.6%
화,수,목요일 1
 
3.6%

Length

2023-09-29T01:19:43.467761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:44.177080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
화요일 7
25.0%
목요일 6
21.4%
금요일 6
21.4%
수요일 5
17.9%
월요일 1
 
3.6%
화,목요일 1
 
3.6%
토요일 1
 
3.6%
화,수,목요일 1
 
3.6%

교육장소
Categorical

Distinct4
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
이천어울림도서관
11 
남구평생학습관
8 
대명어울림도서관
8 
대명4동행정복지센터
 
1

Length

Max length10
Median length8
Mean length7.7857143
Min length7

Unique

Unique1 ?
Unique (%)3.6%

Sample

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

Common Values

ValueCountFrequency (%)
이천어울림도서관 11
39.3%
남구평생학습관 8
28.6%
대명어울림도서관 8
28.6%
대명4동행정복지센터 1
 
3.6%

Length

2023-09-29T01:19:45.262817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:45.825999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
이천어울림도서관 11
39.3%
남구평생학습관 8
28.6%
대명어울림도서관 8
28.6%
대명4동행정복지센터 1
 
3.6%

강좌정원수
Real number (ℝ)

Distinct6
Distinct (%)21.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.642857
Minimum10
Maximum40
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2023-09-29T01:19:46.321849image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile10
Q115
median17.5
Q320
95-th percentile36.5
Maximum40
Range30
Interquartile range (IQR)5

Descriptive statistics

Standard deviation7.359621
Coefficient of variation (CV)0.39476894
Kurtosis3.783195
Mean18.642857
Median Absolute Deviation (MAD)2.5
Skewness1.8272871
Sum522
Variance54.164021
MonotonicityNot monotonic
2023-09-29T01:19:47.248897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
20 11
39.3%
15 10
35.7%
10 3
 
10.7%
40 2
 
7.1%
30 1
 
3.6%
12 1
 
3.6%
ValueCountFrequency (%)
10 3
 
10.7%
12 1
 
3.6%
15 10
35.7%
20 11
39.3%
30 1
 
3.6%
40 2
 
7.1%
ValueCountFrequency (%)
40 2
 
7.1%
30 1
 
3.6%
20 11
39.3%
15 10
35.7%
12 1
 
3.6%
10 3
 
10.7%

수강료
Categorical

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
0
28 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 28
100.0%

Length

2023-09-29T01:19:48.282977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:48.846522image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
100.0%

교육장도로명주소
Categorical

Distinct4
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
대구광역시 남구 이천로 124
11 
대구광역시 남구 장전2길 5
8 
대구광역시 남구 두류공원로 38-1
8 
대구 남구 두류공원로20길 19
 
1

Length

Max length19
Median length17
Mean length16.607143
Min length15

Unique

Unique1 ?
Unique (%)3.6%

Sample

1st row대구광역시 남구 장전2길 5
2nd row대구광역시 남구 장전2길 5
3rd row대구광역시 남구 장전2길 5
4th row대구광역시 남구 장전2길 5
5th row대구광역시 남구 장전2길 5

Common Values

ValueCountFrequency (%)
대구광역시 남구 이천로 124 11
39.3%
대구광역시 남구 장전2길 5 8
28.6%
대구광역시 남구 두류공원로 38-1 8
28.6%
대구 남구 두류공원로20길 19 1
 
3.6%

Length

2023-09-29T01:19:49.505133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:50.195225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
남구 28
25.0%
대구광역시 27
24.1%
이천로 11
 
9.8%
124 11
 
9.8%
장전2길 8
 
7.1%
5 8
 
7.1%
두류공원로 8
 
7.1%
38-1 8
 
7.1%
대구 1
 
0.9%
두류공원로20길 1
 
0.9%

운영기관명
Categorical

Distinct3
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
대구광역시 남구구립 이천어울림도서관
11 
대구광역시 남구 평생학습관
9 
대구광역시 남구구립 대명어울림도서관
8 

Length

Max length19
Median length19
Mean length17.392857
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구광역시 남구 평생학습관
2nd row대구광역시 남구 평생학습관
3rd row대구광역시 남구 평생학습관
4th row대구광역시 남구 평생학습관
5th row대구광역시 남구 평생학습관

Common Values

ValueCountFrequency (%)
대구광역시 남구구립 이천어울림도서관 11
39.3%
대구광역시 남구 평생학습관 9
32.1%
대구광역시 남구구립 대명어울림도서관 8
28.6%

Length

2023-09-29T01:19:50.996257image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:51.731480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 28
33.3%
남구구립 19
22.6%
이천어울림도서관 11
 
13.1%
남구 9
 
10.7%
평생학습관 9
 
10.7%
대명어울림도서관 8
 
9.5%

운영기관전화번호
Categorical

Distinct4
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
053-664-3571
11 
053-664-2303
8 
053-664-3553
8 
053-664-2304
 
1

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique1 ?
Unique (%)3.6%

Sample

1st row053-664-2303
2nd row053-664-2303
3rd row053-664-2303
4th row053-664-2303
5th row053-664-2303

Common Values

ValueCountFrequency (%)
053-664-3571 11
39.3%
053-664-2303 8
28.6%
053-664-3553 8
28.6%
053-664-2304 1
 
3.6%

Length

2023-09-29T01:19:52.596421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:53.345595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
053-664-3571 11
39.3%
053-664-2303 8
28.6%
053-664-3553 8
28.6%
053-664-2304 1
 
3.6%

접수시작일자
Categorical

Distinct4
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
2019-12-24
17 
2020-01-13
8 
2019-12-17
2 
2020-01-31
 
1

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique1 ?
Unique (%)3.6%

Sample

1st row2020-01-13
2nd row2020-01-13
3rd row2020-01-13
4th row2020-01-13
5th row2020-01-13

Common Values

ValueCountFrequency (%)
2019-12-24 17
60.7%
2020-01-13 8
28.6%
2019-12-17 2
 
7.1%
2020-01-31 1
 
3.6%

Length

2023-09-29T01:19:53.787522image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:54.320842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-12-24 17
60.7%
2020-01-13 8
28.6%
2019-12-17 2
 
7.1%
2020-01-31 1
 
3.6%

접수종료일자
Categorical

Distinct12
Distinct (%)42.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
2020-01-03
12 
2020-01-28
2 
2020-01-29
2 
2020-01-09
2 
2019-12-31
2 
Other values (7)
8 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique6 ?
Unique (%)21.4%

Sample

1st row2020-01-20
2nd row2020-01-27
3rd row2020-01-28
4th row2020-01-28
5th row2020-01-29

Common Values

ValueCountFrequency (%)
2020-01-03 12
42.9%
2020-01-28 2
 
7.1%
2020-01-29 2
 
7.1%
2020-01-09 2
 
7.1%
2019-12-31 2
 
7.1%
2020-01-10 2
 
7.1%
2020-01-20 1
 
3.6%
2020-01-27 1
 
3.6%
2020-02-02 1
 
3.6%
2020-02-03 1
 
3.6%
Other values (2) 2
 
7.1%

Length

2023-09-29T01:19:55.022349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2020-01-03 12
42.9%
2020-01-28 2
 
7.1%
2020-01-29 2
 
7.1%
2020-01-09 2
 
7.1%
2019-12-31 2
 
7.1%
2020-01-10 2
 
7.1%
2020-01-20 1
 
3.6%
2020-01-27 1
 
3.6%
2020-02-02 1
 
3.6%
2020-02-03 1
 
3.6%
Other values (2) 2
 
7.1%

접수방법구분
Categorical

Distinct3
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
인터넷접수
19 
방문접수+전화접수+인터넷접수
8 
방문접수+전화접수
 
1

Length

Max length15
Median length5
Mean length8
Min length5

Unique

Unique1 ?
Unique (%)3.6%

Sample

1st row방문접수+전화접수+인터넷접수
2nd row방문접수+전화접수+인터넷접수
3rd row방문접수+전화접수+인터넷접수
4th row방문접수+전화접수+인터넷접수
5th row방문접수+전화접수+인터넷접수

Common Values

ValueCountFrequency (%)
인터넷접수 19
67.9%
방문접수+전화접수+인터넷접수 8
28.6%
방문접수+전화접수 1
 
3.6%

Length

2023-09-29T01:19:55.904475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:56.596095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷접수 19
67.9%
방문접수+전화접수+인터넷접수 8
28.6%
방문접수+전화접수 1
 
3.6%

선정방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
선착순
28 

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 28
100.0%

Length

2023-09-29T01:19:57.238329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:57.789567image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 28
100.0%

홈페이지주소
Categorical

Distinct3
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
http://lll.nam.daegu.kr
10 
http://lib.nam.daegu.kr/namic/
10 
http://lib.nam.daegu.kr/namdm/
8 

Length

Max length30
Median length30
Mean length27.5
Min length23

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttp://lll.nam.daegu.kr
2nd rowhttp://lll.nam.daegu.kr
3rd rowhttp://lll.nam.daegu.kr
4th rowhttp://lll.nam.daegu.kr
5th rowhttp://lll.nam.daegu.kr

Common Values

ValueCountFrequency (%)
http://lll.nam.daegu.kr 10
35.7%
http://lib.nam.daegu.kr/namic/ 10
35.7%
http://lib.nam.daegu.kr/namdm/ 8
28.6%

Length

2023-09-29T01:19:58.490358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:19:59.115463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
http://lll.nam.daegu.kr 10
35.7%
http://lib.nam.daegu.kr/namic 10
35.7%
http://lib.nam.daegu.kr/namdm 8
28.6%

직업능력개발훈련비지원강좌여부
Boolean

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size160.0 B
False
28 
ValueCountFrequency (%)
False 28
100.0%
2023-09-29T01:19:59.535909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

학점은행제평가(학점)인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size160.0 B
False
28 
ValueCountFrequency (%)
False 28
100.0%
2023-09-29T01:19:59.983826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

평생학습계좌제평가인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size160.0 B
False
28 
ValueCountFrequency (%)
False 28
100.0%
2023-09-29T01:20:00.368284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
2020-02-03
28 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-02-03
2nd row2020-02-03
3rd row2020-02-03
4th row2020-02-03
5th row2020-02-03

Common Values

ValueCountFrequency (%)
2020-02-03 28
100.0%

Length

2023-09-29T01:20:01.076989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-09-29T01:20:01.554483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-02-03 28
100.0%

Sample

강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
0[설특집]원데이특강 福을주는 복주머니&복지갑박용자2020-01-212020-01-2110:0012:00종이로 만드는 福주머니 & 福지갑지역주민오프라인화요일남구평생학습관150대구광역시 남구 장전2길 5대구광역시 남구 평생학습관053-664-23032020-01-132020-01-20방문접수+전화접수+인터넷접수선착순http://lll.nam.daegu.krNNN2020-02-03
1전래놀이 지도사과정서성희2020-01-282020-03-3109:3012:30전통놀이에 대한 이해 및 자격증취득과정지역주민오프라인화요일남구평생학습관200대구광역시 남구 장전2길 5대구광역시 남구 평생학습관053-664-23032020-01-132020-01-27방문접수+전화접수+인터넷접수선착순http://lll.nam.daegu.krNNN2020-02-03
2플로리스트과정이나희2020-01-292020-04-2910:0012:00꽃을 활용한 작품기법 및 자격증취득과정지역주민오프라인수요일남구평생학습관150대구광역시 남구 장전2길 5대구광역시 남구 평생학습관053-664-23032020-01-132020-01-28방문접수+전화접수+인터넷접수선착순http://lll.nam.daegu.krNNN2020-02-03
3내집 마련의 전략권지훈2020-01-292020-03-1814:0016:00지역 분석을 통한 내집 마련의 방법지역주민오프라인수요일남구평생학습관300대구광역시 남구 장전2길 5대구광역시 남구 평생학습관053-664-23032020-01-132020-01-28방문접수+전화접수+인터넷접수선착순http://lll.nam.daegu.krNNN2020-02-03
4예쁜글씨 POP과정최문숙2020-01-302020-04-1610:0012:00손글씨 쓰는법 및 자격증취득과정지역주민오프라인목요일남구평생학습관200대구광역시 남구 장전2길 5대구광역시 남구 평생학습관053-664-23032020-01-132020-01-29방문접수+전화접수+인터넷접수선착순http://lll.nam.daegu.krNNN2020-02-03
5지압을 통한 건강 발 관리신상대2020-01-312020-04-0310:0012:00지압으로 하는 건강 관리방법지역주민오프라인금요일남구평생학습관400대구광역시 남구 장전2길 5대구광역시 남구 평생학습관053-664-23032020-01-132020-01-29방문접수+전화접수+인터넷접수선착순http://lll.nam.daegu.krNNN2020-02-03
6아동미술지도사과정이보민2020-02-032020-04-0610:0012:00아동단계별 미술지식 및 자격증취득과정지역주민오프라인월요일남구평생학습관200대구광역시 남구 장전2길 5대구광역시 남구 평생학습관053-664-23032020-01-132020-02-02방문접수+전화접수+인터넷접수선착순http://lll.nam.daegu.krNNN2020-02-03
7성명학의 이해김형근2020-02-042020-04-2114:0016:00사주명리학을 통한 성명학의 이해지역주민오프라인화요일남구평생학습관400대구광역시 남구 장전2길 5대구광역시 남구 평생학습관053-664-23032020-01-132020-02-03방문접수+전화접수+인터넷접수선착순http://lll.nam.daegu.krNNN2020-02-03
8찾아가는 문해학당고정조2020-02-112020-12-0314:0016:00기초 한글교육지역주민오프라인화,목요일대명4동행정복지센터150대구 남구 두류공원로20길 19대구광역시 남구 평생학습관053-664-23042020-01-312020-02-10방문접수+전화접수선착순http://lll.nam.daegu.krNNN2020-02-03
9손바느질로 만드는 생활소품이지영2020-01-162020-03-1910:0012:00손바느질로 실생활에 사용 가능한 소품 제작지역주민오프라인목요일대명어울림도서관150대구광역시 남구 두류공원로 38-1대구광역시 남구구립 대명어울림도서관053-664-35532019-12-242020-01-03인터넷접수선착순http://lll.nam.daegu.krNNN2020-02-03
강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
18재미있는 교양 한국사황상현2020-01-232020-03-2610:0012:00우리 역사 바로 알기지역주민오프라인목요일이천어울림도서관200대구광역시 남구 이천로 124대구광역시 남구구립 이천어울림도서관053-664-35712019-12-242020-01-03인터넷접수선착순http://lib.nam.daegu.kr/namic/NNN2020-02-03
19독서와 창작으로 여는 힐링교실이순희2020-01-102020-03-2010:0012:00글쓰기로 경험하는 치유지역주민오프라인금요일이천어울림도서관150대구광역시 남구 이천로 124대구광역시 남구구립 이천어울림도서관053-664-35712019-12-242020-01-03인터넷접수선착순http://lib.nam.daegu.kr/namic/NNN2020-02-03
20웰컴투 칼데콧 월드김정미2020-01-152020-03-1810:0012:00자녀를 위한 학부모 영어동화 학습지역주민오프라인수요일이천어울림도서관200대구광역시 남구 이천로 124대구광역시 남구구립 이천어울림도서관053-664-35712019-12-242020-01-03인터넷접수선착순http://lib.nam.daegu.kr/namic/NNN2020-02-03
21요리보고 조리 생각하는 독서논술이연화2020-01-112020-03-2113:0014:00독서논술을 통한 사고력 향상초등 4~6학년오프라인토요일이천어울림도서관100대구광역시 남구 이천로 124대구광역시 남구구립 이천어울림도서관053-664-35712019-12-242020-01-03인터넷접수선착순http://lib.nam.daegu.kr/namic/NNN2020-02-03
22클레이아트와 함께하는 동화홍점숙2020-01-102020-03-2017:0018:00클레이로 동화 속 장면을 표현하며 독서 의욕 고취초등 1~4학년오프라인금요일이천어울림도서관150대구광역시 남구 이천로 124대구광역시 남구구립 이천어울림도서관053-664-35712019-12-242020-01-03인터넷접수선착순http://lib.nam.daegu.kr/namic/NNN2020-02-03
23역사가 술술 한국사 보드게임김명화2020-01-102020-03-2016:0017:00보드게임으로 재미있게 배우는 한국사초등 1~3학년오프라인금요일이천어울림도서관150대구광역시 남구 이천로 124대구광역시 남구구립 이천어울림도서관053-664-35712019-12-242020-01-03인터넷접수선착순http://lib.nam.daegu.kr/namic/NNN2020-02-03
24영어그림책 놀이터여정화2020-01-142020-03-1716:0017:00책놀이를 하며 영어 학습유아 6,7세오프라인화요일이천어울림도서관100대구광역시 남구 이천로 124대구광역시 남구구립 이천어울림도서관053-664-35712019-12-242020-01-10인터넷접수선착순http://lib.nam.daegu.kr/namic/NNN2020-02-03
25다함께 그림책놀이이정숙2020-01-152020-03-1816:0017:00독후활동으로 창의력 향상, 토론 학습유아 6,7세오프라인수요일이천어울림도서관100대구광역시 남구 이천로 124대구광역시 남구구립 이천어울림도서관053-664-35712019-12-242020-01-10인터넷접수선착순http://lib.nam.daegu.kr/namic/NNN2020-02-03
26어울림 BOOK 탐험(독서교실)이정숙2020-01-072020-01-0909:0012:00다양한 독후활동으로 독서흥미 유발초등 3,4학년오프라인화,수,목요일이천어울림도서관200대구광역시 남구 이천로 124대구광역시 남구구립 이천어울림도서관053-664-35712019-12-242020-01-06인터넷접수선착순http://lib.nam.daegu.kr/namic/NNN2020-02-03
27어울림 어린이 영어영화관김학선2020-01-092020-03-1916:0016:50학습효과가 높은 영어 영화를 통한 영어 학습초등학생오프라인목요일이천어울림도서관200대구광역시 남구 이천로 124대구광역시 남구구립 이천어울림도서관053-664-35712019-12-172019-12-31인터넷접수선착순http://lib.nam.daegu.kr/namic/NNN2020-02-03