Overview

Dataset statistics

Number of variables25
Number of observations85
Missing cells85
Missing cells (%)4.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory17.0 KiB
Average record size in memory204.6 B

Variable types

Categorical9
Text4
DateTime7
Numeric1
Unsupported1
Boolean3

Dataset

Description대구광역시_북구_평생학습강좌
Author대구광역시 북구
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=15013110&dataSetDetailId=150131101f01ed33760b8_201912101039&provdMethod=FILE

Alerts

교육대상구분 has constant value ""Constant
교육방법구분 has constant value ""Constant
수강료 has constant value ""Constant
운영기관명 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
선정방법구분 has 85 (100.0%) missing valuesMissing
선정방법구분 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-04-06 08:01:45.672965
Analysis finished2024-04-06 08:01:46.584436
Duration0.91 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Categorical

Distinct4
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size812.0 B
찾아가는 평생학습 Run To You
49 
나도야 강사
17 
행복북구 야식당
14 
행복북구 명사초청아카데미
5 

Length

Max length20
Median length20
Mean length14.811765
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row찾아가는 평생학습 Run To You
2nd row찾아가는 평생학습 Run To You
3rd row찾아가는 평생학습 Run To You
4th row찾아가는 평생학습 Run To You
5th row찾아가는 평생학습 Run To You

Common Values

ValueCountFrequency (%)
찾아가는 평생학습 Run To You 49
57.6%
나도야 강사 17
 
20.0%
행복북구 야식당 14
 
16.5%
행복북구 명사초청아카데미 5
 
5.9%

Length

2024-04-06T17:01:46.728703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:01:46.939394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
찾아가는 49
15.5%
평생학습 49
15.5%
run 49
15.5%
to 49
15.5%
you 49
15.5%
행복북구 19
 
6.0%
나도야 17
 
5.4%
강사 17
 
5.4%
야식당 14
 
4.4%
명사초청아카데미 5
 
1.6%

강사명
Text

Distinct57
Distinct (%)67.1%
Missing0
Missing (%)0.0%
Memory size812.0 B
2024-04-06T17:01:47.436145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length3
Mean length3.2
Min length3

Characters and Unicode

Total characters272
Distinct characters76
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

Unique39 ?
Unique (%)45.9%

Sample

1st row임애순
2nd row송은석
3rd row배수진
4th row유명희
5th row박미선
ValueCountFrequency (%)
임애순 4
 
4.7%
윤남영 4
 
4.7%
현호영 3
 
3.5%
권미진 3
 
3.5%
정수정 3
 
3.5%
김정혜 3
 
3.5%
배수진 3
 
3.5%
박담숙 3
 
3.5%
임진아 2
 
2.4%
오현숙 2
 
2.4%
Other values (47) 55
64.7%
2024-04-06T17:01:48.111934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
정 16
 
5.9%
김 15
 
5.5%
이 14
 
5.1%
영 14
 
5.1%
진 11
 
4.0%
숙 10
 
3.7%
박 10
 
3.7%
현 10
 
3.7%
남 8
 
2.9%
수 8
 
2.9%
Other values (66) 156
57.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 268
98.5%
Math Symbol 4
 
1.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
정 16
 
6.0%
김 15
 
5.6%
이 14
 
5.2%
영 14
 
5.2%
진 11
 
4.1%
숙 10
 
3.7%
박 10
 
3.7%
현 10
 
3.7%
남 8
 
3.0%
수 8
 
3.0%
Other values (65) 152
56.7%
Math Symbol
ValueCountFrequency (%)
+ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 268
98.5%
Common 4
 
1.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
정 16
 
6.0%
김 15
 
5.6%
이 14
 
5.2%
영 14
 
5.2%
진 11
 
4.1%
숙 10
 
3.7%
박 10
 
3.7%
현 10
 
3.7%
남 8
 
3.0%
수 8
 
3.0%
Other values (65) 152
56.7%
Common
ValueCountFrequency (%)
+ 4
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 268
98.5%
ASCII 4
 
1.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
정 16
 
6.0%
김 15
 
5.6%
이 14
 
5.2%
영 14
 
5.2%
진 11
 
4.1%
숙 10
 
3.7%
박 10
 
3.7%
현 10
 
3.7%
남 8
 
3.0%
수 8
 
3.0%
Other values (65) 152
56.7%
ASCII
ValueCountFrequency (%)
+ 4
100.0%

교육시작일자
Date

Distinct67
Distinct (%)78.8%
Missing0
Missing (%)0.0%
Memory size812.0 B
Minimum2023-03-11 00:00:00
Maximum2024-03-27 00:00:00
2024-04-06T17:01:48.366626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:01:48.616534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

교육종료일자
Date

Distinct69
Distinct (%)81.2%
Missing0
Missing (%)0.0%
Memory size812.0 B
Minimum2023-04-26 00:00:00
Maximum2024-07-27 00:00:00
2024-04-06T17:01:48.864339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:01:49.148205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

교육시작시각
Date

Distinct14
Distinct (%)16.5%
Missing0
Missing (%)0.0%
Memory size812.0 B
Minimum2024-04-06 10:00:00
Maximum2024-04-06 20:00:00
2024-04-06T17:01:49.364761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:01:49.569992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)

교육종료시각
Date

Distinct16
Distinct (%)18.8%
Missing0
Missing (%)0.0%
Memory size812.0 B
Minimum2024-04-06 12:00:00
Maximum2024-04-06 22:00:00
2024-04-06T17:01:49.758264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:01:49.959540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)

강좌내용
Text

Distinct74
Distinct (%)87.1%
Missing0
Missing (%)0.0%
Memory size812.0 B
2024-04-06T17:01:50.647310image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length17
Mean length9.2352941
Min length2

Characters and Unicode

Total characters785
Distinct characters231
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

Unique67 ?
Unique (%)78.8%

Sample

1st row토탈공예
2nd row송선비가 들려주는 대구 북구 문화관광자원 이야기
3rd row통기타
4th row하모니카
5th row나, 너 그리고 우리(교류분석)
ValueCountFrequency (%)
만들기 11
 
5.6%
캘리그라피 5
 
2.5%
토탈공예 4
 
2.0%
하모니카 4
 
2.0%
힐링 3
 
1.5%
통기타 3
 
1.5%
코바늘 3
 
1.5%
나 2
 
1.0%
세상을 2
 
1.0%
만드는 2
 
1.0%
Other values (146) 158
80.2%
2024-04-06T17:01:51.678581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
112
 
14.3%
리 23
 
2.9%
기 19
 
2.4%
이 14
 
1.8%
만 13
 
1.7%
들 13
 
1.7%
가 13
 
1.7%
바 12
 
1.5%
예 12
 
1.5%
로 11
 
1.4%
Other values (221) 543
69.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 646
82.3%
Space Separator 112
 
14.3%
Other Punctuation 7
 
0.9%
Open Punctuation 6
 
0.8%
Close Punctuation 6
 
0.8%
Decimal Number 5
 
0.6%
Uppercase Letter 3
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 23
 
3.6%
기 19
 
2.9%
이 14
 
2.2%
만 13
 
2.0%
들 13
 
2.0%
가 13
 
2.0%
바 12
 
1.9%
예 12
 
1.9%
로 11
 
1.7%
스 11
 
1.7%
Other values (210) 505
78.2%
Decimal Number
ValueCountFrequency (%)
3 2
40.0%
5 2
40.0%
2 1
20.0%
Uppercase Letter
ValueCountFrequency (%)
T 1
33.3%
P 1
33.3%
G 1
33.3%
Other Punctuation
ValueCountFrequency (%)
, 5
71.4%
& 2
 
28.6%
Space Separator
ValueCountFrequency (%)
112
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 646
82.3%
Common 136
 
17.3%
Latin 3
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 23
 
3.6%
기 19
 
2.9%
이 14
 
2.2%
만 13
 
2.0%
들 13
 
2.0%
가 13
 
2.0%
바 12
 
1.9%
예 12
 
1.9%
로 11
 
1.7%
스 11
 
1.7%
Other values (210) 505
78.2%
Common
ValueCountFrequency (%)
112
82.4%
( 6
 
4.4%
) 6
 
4.4%
, 5
 
3.7%
3 2
 
1.5%
5 2
 
1.5%
& 2
 
1.5%
2 1
 
0.7%
Latin
ValueCountFrequency (%)
T 1
33.3%
P 1
33.3%
G 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 646
82.3%
ASCII 139
 
17.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
112
80.6%
( 6
 
4.3%
) 6
 
4.3%
, 5
 
3.6%
3 2
 
1.4%
5 2
 
1.4%
& 2
 
1.4%
2 1
 
0.7%
T 1
 
0.7%
P 1
 
0.7%
Hangul
ValueCountFrequency (%)
리 23
 
3.6%
기 19
 
2.9%
이 14
 
2.2%
만 13
 
2.0%
들 13
 
2.0%
가 13
 
2.0%
바 12
 
1.9%
예 12
 
1.9%
로 11
 
1.7%
스 11
 
1.7%
Other values (210) 505
78.2%

교육대상구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size812.0 B
성인
85 

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 85
100.0%

Length

2024-04-06T17:01:52.052312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:01:52.240994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성인 85
100.0%

교육방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size812.0 B
오프라인
85 

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 85
100.0%

Length

2024-04-06T17:01:52.519586image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:01:52.761331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
오프라인 85
100.0%

운영요일
Categorical

Distinct10
Distinct (%)11.8%
Missing0
Missing (%)0.0%
Memory size812.0 B
목
21 
월
15 
수
14 
금
12 
화
11 
Other values (5)
12 

Length

Max length3
Median length1
Mean length1.1411765
Min length1

Unique

Unique3 ?
Unique (%)3.5%

Sample

1st row토
2nd row월
3rd row월
4th row목
5th row금

Common Values

ValueCountFrequency (%)
목 21
24.7%
월 15
17.6%
수 14
16.5%
금 12
14.1%
화 11
12.9%
토 6
 
7.1%
화+목 3
 
3.5%
수+목 1
 
1.2%
화+금 1
 
1.2%
월+수 1
 
1.2%

Length

2024-04-06T17:01:53.171401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:01:53.443652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
목 21
24.7%
월 15
17.6%
수 14
16.5%
금 12
14.1%
화 11
12.9%
토 6
 
7.1%
화+목 3
 
3.5%
수+목 1
 
1.2%
화+금 1
 
1.2%
월+수 1
 
1.2%

교육장소
Text

Distinct55
Distinct (%)64.7%
Missing0
Missing (%)0.0%
Memory size812.0 B
2024-04-06T17:01:53.929201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length16
Mean length8.5058824
Min length3

Characters and Unicode

Total characters723
Distinct characters193
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique47 ?
Unique (%)55.3%

Sample

1st row칠곡럭키아파트 경로당
2nd row구암동 고분군·팔거산성탐방안내소
3rd row영남네오빌아트 회의실
4th row함지노인복지관 컴퓨터실
5th row복현3차서한이다음 북카페
ValueCountFrequency (%)
북구청소년회관 18
 
14.8%
구수산도서관 7
 
5.7%
경로당 5
 
4.1%
꿈담도서관 4
 
3.3%
함지노인복지관 3
 
2.5%
카페 3
 
2.5%
어린이집 2
 
1.6%
영남네오빌아트 2
 
1.6%
구슬 2
 
1.6%
강북유소년스포츠센터 2
 
1.6%
Other values (69) 74
60.7%
2024-04-06T17:01:54.665822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
관 40
 
5.5%
37
 
5.1%
구 34
 
4.7%
소 25
 
3.5%
북 24
 
3.3%
년 23
 
3.2%
청 22
 
3.0%
회 22
 
3.0%
지 18
 
2.5%
서 18
 
2.5%
Other values (183) 460
63.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 672
92.9%
Space Separator 37
 
5.1%
Decimal Number 9
 
1.2%
Math Symbol 3
 
0.4%
Other Punctuation 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
관 40
 
6.0%
구 34
 
5.1%
소 25
 
3.7%
북 24
 
3.6%
년 23
 
3.4%
청 22
 
3.3%
회 22
 
3.3%
지 18
 
2.7%
서 18
 
2.7%
도 16
 
2.4%
Other values (175) 430
64.0%
Decimal Number
ValueCountFrequency (%)
2 3
33.3%
4 3
33.3%
1 2
22.2%
3 1
 
11.1%
Other Punctuation
ValueCountFrequency (%)
. 1
50.0%
· 1
50.0%
Space Separator
ValueCountFrequency (%)
37
100.0%
Math Symbol
ValueCountFrequency (%)
+ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 672
92.9%
Common 51
 
7.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
관 40
 
6.0%
구 34
 
5.1%
소 25
 
3.7%
북 24
 
3.6%
년 23
 
3.4%
청 22
 
3.3%
회 22
 
3.3%
지 18
 
2.7%
서 18
 
2.7%
도 16
 
2.4%
Other values (175) 430
64.0%
Common
ValueCountFrequency (%)
37
72.5%
+ 3
 
5.9%
2 3
 
5.9%
4 3
 
5.9%
1 2
 
3.9%
. 1
 
2.0%
· 1
 
2.0%
3 1
 
2.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 672
92.9%
ASCII 50
 
6.9%
None 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
관 40
 
6.0%
구 34
 
5.1%
소 25
 
3.7%
북 24
 
3.6%
년 23
 
3.4%
청 22
 
3.3%
회 22
 
3.3%
지 18
 
2.7%
서 18
 
2.7%
도 16
 
2.4%
Other values (175) 430
64.0%
ASCII
ValueCountFrequency (%)
37
74.0%
+ 3
 
6.0%
2 3
 
6.0%
4 3
 
6.0%
1 2
 
4.0%
. 1
 
2.0%
3 1
 
2.0%
None
ValueCountFrequency (%)
· 1
100.0%

강좌정원수
Real number (ℝ)

Distinct16
Distinct (%)18.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.494118
Minimum7
Maximum400
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size897.0 B
2024-04-06T17:01:55.011627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile8
Q110
median12
Q315
95-th percentile149.4
Maximum400
Range393
Interquartile range (IQR)5

Descriptive statistics

Standard deviation72.962584
Coefficient of variation (CV)2.4738012
Kurtosis19.121845
Mean29.494118
Median Absolute Deviation (MAD)3
Skewness4.4258548
Sum2507
Variance5323.5387
MonotonicityNot monotonic
2024-04-06T17:01:55.249200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
15 12
14.1%
11 12
14.1%
8 11
12.9%
13 10
11.8%
10 9
10.6%
12 7
8.2%
9 5
5.9%
20 5
5.9%
7 3
 
3.5%
17 2
 
2.4%
Other values (6) 9
10.6%
ValueCountFrequency (%)
7 3
 
3.5%
8 11
12.9%
9 5
5.9%
10 9
10.6%
11 12
14.1%
12 7
8.2%
13 10
11.8%
15 12
14.1%
16 1
 
1.2%
17 2
 
2.4%
ValueCountFrequency (%)
400 2
 
2.4%
350 1
 
1.2%
180 2
 
2.4%
27 1
 
1.2%
25 2
 
2.4%
20 5
5.9%
17 2
 
2.4%
16 1
 
1.2%
15 12
14.1%
13 10
11.8%

수강료
Categorical

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size812.0 B
0
85 

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 85
100.0%

Length

2024-04-06T17:01:55.509754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:01:55.719127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 85
100.0%

교육장도로명주소
Text

Distinct51
Distinct (%)60.0%
Missing0
Missing (%)0.0%
Memory size812.0 B
2024-04-06T17:01:56.222222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length28
Median length23
Mean length17.905882
Min length15

Characters and Unicode

Total characters1522
Distinct characters64
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique42 ?
Unique (%)49.4%

Sample

1st row대구광역시 북구 팔거천서로 181
2nd row대구광역시 북구 구암로 228-1
3rd row대구광역시 북구 동천로 97
4th row대구광역시 북구 동암로 180
5th row대구광역시 북구 복현로 130
ValueCountFrequency (%)
대구광역시 85
24.0%
북구 85
24.0%
검단로 20
 
5.6%
71-17 18
 
5.1%
대천로 10
 
2.8%
21 9
 
2.5%
매전로4길 4
 
1.1%
32 4
 
1.1%
구암로 4
 
1.1%
3층 4
 
1.1%
Other values (86) 111
31.4%
2024-04-06T17:01:56.997520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
269
17.7%
구 177
11.6%
대 107
 
7.0%
1 100
 
6.6%
북 88
 
5.8%
광 85
 
5.6%
역 85
 
5.6%
시 85
 
5.6%
로 84
 
5.5%
7 53
 
3.5%
Other values (54) 389
25.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 925
60.8%
Decimal Number 293
 
19.3%
Space Separator 269
 
17.7%
Dash Punctuation 32
 
2.1%
Other Punctuation 3
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 177
19.1%
대 107
11.6%
북 88
9.5%
광 85
9.2%
역 85
9.2%
시 85
9.2%
로 84
9.1%
길 28
 
3.0%
천 21
 
2.3%
단 20
 
2.2%
Other values (41) 145
15.7%
Decimal Number
ValueCountFrequency (%)
1 100
34.1%
7 53
18.1%
2 34
 
11.6%
3 24
 
8.2%
8 16
 
5.5%
0 15
 
5.1%
9 15
 
5.1%
4 14
 
4.8%
5 12
 
4.1%
6 10
 
3.4%
Space Separator
ValueCountFrequency (%)
269
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 32
100.0%
Other Punctuation
ValueCountFrequency (%)
, 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 925
60.8%
Common 597
39.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 177
19.1%
대 107
11.6%
북 88
9.5%
광 85
9.2%
역 85
9.2%
시 85
9.2%
로 84
9.1%
길 28
 
3.0%
천 21
 
2.3%
단 20
 
2.2%
Other values (41) 145
15.7%
Common
ValueCountFrequency (%)
269
45.1%
1 100
 
16.8%
7 53
 
8.9%
2 34
 
5.7%
- 32
 
5.4%
3 24
 
4.0%
8 16
 
2.7%
0 15
 
2.5%
9 15
 
2.5%
4 14
 
2.3%
Other values (3) 25
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 925
60.8%
ASCII 597
39.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
269
45.1%
1 100
 
16.8%
7 53
 
8.9%
2 34
 
5.7%
- 32
 
5.4%
3 24
 
4.0%
8 16
 
2.7%
0 15
 
2.5%
9 15
 
2.5%
4 14
 
2.3%
Other values (3) 25
 
4.2%
Hangul
ValueCountFrequency (%)
구 177
19.1%
대 107
11.6%
북 88
9.5%
광 85
9.2%
역 85
9.2%
시 85
9.2%
로 84
9.1%
길 28
 
3.0%
천 21
 
2.3%
단 20
 
2.2%
Other values (41) 145
15.7%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size812.0 B
대구광역시 북구청
85 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
대구광역시 북구청 85
100.0%

Length

2024-04-06T17:01:57.386575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:01:57.616036image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 85
50.0%
북구청 85
50.0%

운영기관전화번호
Categorical

Distinct3
Distinct (%)3.5%
Missing0
Missing (%)0.0%
Memory size812.0 B
053-665-2718
49 
053-665-2714
31 
053-665-2712
5 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row053-665-2718
2nd row053-665-2718
3rd row053-665-2718
4th row053-665-2718
5th row053-665-2718

Common Values

ValueCountFrequency (%)
053-665-2718 49
57.6%
053-665-2714 31
36.5%
053-665-2712 5
 
5.9%

Length

2024-04-06T17:01:57.801756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:01:58.364994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
053-665-2718 49
57.6%
053-665-2714 31
36.5%
053-665-2712 5
 
5.9%

접수시작일자
Date

Distinct29
Distinct (%)34.1%
Missing0
Missing (%)0.0%
Memory size812.0 B
Minimum2023-02-20 00:00:00
Maximum2024-02-19 00:00:00
2024-04-06T17:01:58.561411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:01:58.821425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)

접수종료일자
Date

Distinct31
Distinct (%)36.5%
Missing0
Missing (%)0.0%
Memory size812.0 B
Minimum2023-02-26 00:00:00
Maximum2024-02-28 00:00:00
2024-04-06T17:01:59.074162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:01:59.393515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)

접수방법구분
Categorical

Distinct3
Distinct (%)3.5%
Missing0
Missing (%)0.0%
Memory size812.0 B
온라인+방문접수
49 
온라인
31 
온라인+전화접수
5 

Length

Max length8
Median length8
Mean length6.1764706
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
온라인+방문접수 49
57.6%
온라인 31
36.5%
온라인+전화접수 5
 
5.9%

Length

2024-04-06T17:01:59.662043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:01:59.855925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
온라인+방문접수 49
57.6%
온라인 31
36.5%
온라인+전화접수 5
 
5.9%

선정방법구분
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing85
Missing (%)100.0%
Memory size897.0 B

홈페이지주소
Categorical

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size812.0 B
http://www.buk.daegu.kr/lll
85 

Length

Max length27
Median length27
Mean length27
Min length27

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
http://www.buk.daegu.kr/lll 85
100.0%

Length

2024-04-06T17:02:00.170145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:02:00.412154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
http://www.buk.daegu.kr/lll 85
100.0%

직업능력개발훈련비지원강좌여부
Boolean

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size217.0 B
False
85 
ValueCountFrequency (%)
False 85
100.0%
2024-04-06T17:02:00.589947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

학점은행제평가(학점)인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size217.0 B
False
85 
ValueCountFrequency (%)
False 85
100.0%
2024-04-06T17:02:00.762881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

평생학습계좌제평가인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size217.0 B
False
85 
ValueCountFrequency (%)
False 85
100.0%
2024-04-06T17:02:00.942333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size812.0 B
Minimum2024-03-29 00:00:00
Maximum2024-03-29 00:00:00
2024-04-06T17:02:01.111307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:02:01.287443image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Sample

강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
0찾아가는 평생학습 Run To You임애순2023-03-112023-05-1314:0016:00토탈공예성인오프라인토칠곡럭키아파트 경로당130대구광역시 북구 팔거천서로 181대구광역시 북구청053-665-27182023-02-202023-02-26온라인+방문접수<NA>http://www.buk.daegu.kr/lllNNN2024-03-29
1찾아가는 평생학습 Run To You송은석2023-03-132023-05-2215:0017:00송선비가 들려주는 대구 북구 문화관광자원 이야기성인오프라인월구암동 고분군·팔거산성탐방안내소130대구광역시 북구 구암로 228-1대구광역시 북구청053-665-27182023-02-202023-02-26온라인+방문접수<NA>http://www.buk.daegu.kr/lllNNN2024-03-29
2찾아가는 평생학습 Run To You배수진2023-03-132023-07-2419:3020:30통기타성인오프라인월영남네오빌아트 회의실130대구광역시 북구 동천로 97대구광역시 북구청053-665-27182023-02-202023-02-26온라인+방문접수<NA>http://www.buk.daegu.kr/lllNNN2024-03-29
3찾아가는 평생학습 Run To You유명희2023-03-162023-07-2710:0012:00하모니카성인오프라인목함지노인복지관 컴퓨터실170대구광역시 북구 동암로 180대구광역시 북구청053-665-27182023-02-202023-02-26온라인+방문접수<NA>http://www.buk.daegu.kr/lllNNN2024-03-29
4찾아가는 평생학습 Run To You박미선2023-03-172023-08-1819:0021:00나, 너 그리고 우리(교류분석)성인오프라인금복현3차서한이다음 북카페80대구광역시 북구 복현로 130대구광역시 북구청053-665-27182023-02-202023-02-26온라인+방문접수<NA>http://www.buk.daegu.kr/lllNNN2024-03-29
5찾아가는 평생학습 Run To You조준환2023-03-202023-06-1219:3021:00하모니카성인오프라인월하모닝 음악 연습실110대구광역시 북구 오봉로 6길 19, 3층대구광역시 북구청053-665-27182023-02-202023-02-26온라인+방문접수<NA>http://www.buk.daegu.kr/lllNNN2024-03-29
6찾아가는 평생학습 Run To You임진아2023-03-212023-05-2318:0020:00타로카드성인오프라인화푸른하늘은하수카페80대구광역시 북구 대천로18길 9대구광역시 북구청053-665-27182023-02-202023-02-26온라인+방문접수<NA>http://www.buk.daegu.kr/lllNNN2024-03-29
7찾아가는 평생학습 Run To You이진영2023-03-222023-05-2413:3015:30사물놀이(경상도 농악 장단)성인오프라인수금호천년나무1단지 강당100대구광역시 북구 한강로 55대구광역시 북구청053-665-27182023-02-202023-02-26온라인+방문접수<NA>http://www.buk.daegu.kr/lllNNN2024-03-29
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강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
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76찾아가는 평생학습 Run To You김태숙2024-03-162024-07-2716:0018:00신명나게 세상을 울리는,두드림성인오프라인토소리풍물패 줌130대구광역시 북구 칠곡중앙대료 105길 7, 지하1층대구광역시 북구청053-665-27182024-02-192024-02-28온라인+방문접수<NA>http://www.buk.daegu.kr/lllNNN2024-03-29
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