Overview

Dataset statistics

Number of variables25
Number of observations55
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.0 KiB
Average record size in memory204.4 B

Variable types

Text2
Categorical21
Numeric2

Dataset

Description수원도시공사 내 운영중인 가족여성회관에서 보유중인 강좌에 관해 강좌명, 강사명, 교육시작일, 교육종료일, 강좌 내용, 교육대상 구분, 교육방법, 운영요일, 교육 장소, 정원수, 수강료 등의 데이터를 반기별로 제공합니다.
Author수원도시공사
URLhttps://www.data.go.kr/data/15101251/fileData.do

Alerts

교육시작일자 has constant value ""Constant
교육종료일자 has constant value ""Constant
교육대상구분 has constant value ""Constant
교육장도로명주소 has constant value ""Constant
운영기관명 has constant value ""Constant
운영기관전화번호 has constant value ""Constant
접수시작일자 has constant value ""Constant
접수종료일자 has constant value ""Constant
접수방법구분 has constant value ""Constant
선정방법구분 has constant value ""Constant
홈페이지주소 has constant value ""Constant
직업능력개발훈련비지원강좌여부 has constant value ""Constant
학점은행제평가(학점)인정여부 has constant value ""Constant
평생학습계좌제평가인정여부 has constant value ""Constant
데이터기준일자 has constant value ""Constant
교육방법구분 is highly imbalanced (56.1%)Imbalance
강좌명 has unique valuesUnique

Reproduction

Analysis started2024-01-06 13:25:42.087668
Analysis finished2024-01-06 13:25:42.749857
Duration0.66 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

UNIQUE 

Distinct55
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
2024-01-06T13:25:43.016259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length15
Mean length10.981818
Min length4

Characters and Unicode

Total characters604
Distinct characters171
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

Unique55 ?
Unique (%)100.0%

Sample

1st row퇴근길 캘리그라피(자격증반)
2nd row퇴근길 한복기능사(자격증반)
3rd row퇴근길 어반스케치
4th row별빛 유화
5th row별빛 문인화
ValueCountFrequency (%)
퇴근길 8
 
10.0%
가죽공예 2
 
2.5%
교실 2
 
2.5%
별빛 2
 
2.5%
유화 2
 
2.5%
달빛 2
 
2.5%
소잉교실(재봉기초와소품 2
 
2.5%
소잉교실(옷과소품 2
 
2.5%
핸드메이킹 2
 
2.5%
커피 2
 
2.5%
Other values (54) 54
67.5%
2024-01-06T13:25:43.740588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
75
 
12.4%
) 33
 
5.5%
( 33
 
5.5%
반 16
 
2.6%
자 14
 
2.3%
격 12
 
2.0%
증 12
 
2.0%
기 11
 
1.8%
실 10
 
1.7%
퇴 9
 
1.5%
Other values (161) 379
62.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 455
75.3%
Space Separator 75
 
12.4%
Close Punctuation 33
 
5.5%
Open Punctuation 33
 
5.5%
Other Punctuation 4
 
0.7%
Decimal Number 3
 
0.5%
Uppercase Letter 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
반 16
 
3.5%
자 14
 
3.1%
격 12
 
2.6%
증 12
 
2.6%
기 11
 
2.4%
실 10
 
2.2%
퇴 9
 
2.0%
사 9
 
2.0%
소 9
 
2.0%
화 9
 
2.0%
Other values (154) 344
75.6%
Decimal Number
ValueCountFrequency (%)
2 2
66.7%
1 1
33.3%
Space Separator
ValueCountFrequency (%)
75
100.0%
Close Punctuation
ValueCountFrequency (%)
) 33
100.0%
Open Punctuation
ValueCountFrequency (%)
( 33
100.0%
Other Punctuation
ValueCountFrequency (%)
& 4
100.0%
Uppercase Letter
ValueCountFrequency (%)
B 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 455
75.3%
Common 148
 
24.5%
Latin 1
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
반 16
 
3.5%
자 14
 
3.1%
격 12
 
2.6%
증 12
 
2.6%
기 11
 
2.4%
실 10
 
2.2%
퇴 9
 
2.0%
사 9
 
2.0%
소 9
 
2.0%
화 9
 
2.0%
Other values (154) 344
75.6%
Common
ValueCountFrequency (%)
75
50.7%
) 33
22.3%
( 33
22.3%
& 4
 
2.7%
2 2
 
1.4%
1 1
 
0.7%
Latin
ValueCountFrequency (%)
B 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 455
75.3%
ASCII 149
 
24.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
75
50.3%
) 33
22.1%
( 33
22.1%
& 4
 
2.7%
2 2
 
1.3%
B 1
 
0.7%
1 1
 
0.7%
Hangul
ValueCountFrequency (%)
반 16
 
3.5%
자 14
 
3.1%
격 12
 
2.6%
증 12
 
2.6%
기 11
 
2.4%
실 10
 
2.2%
퇴 9
 
2.0%
사 9
 
2.0%
소 9
 
2.0%
화 9
 
2.0%
Other values (154) 344
75.6%

강사명
Text

Distinct44
Distinct (%)80.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
2024-01-06T13:25:44.196105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters165
Distinct characters64
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

Unique34 ?
Unique (%)61.8%

Sample

1st row윤병은
2nd row곽명숙
3rd row이해균
4th row김강회
5th row김병권
ValueCountFrequency (%)
이승식 3
 
5.5%
변수현 2
 
3.6%
김효선 2
 
3.6%
이해균 2
 
3.6%
김정옥 2
 
3.6%
권오현 2
 
3.6%
박기선 2
 
3.6%
정선화 2
 
3.6%
민병석 2
 
3.6%
고진숙 2
 
3.6%
Other values (34) 34
61.8%
2024-01-06T13:25:45.057257image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
김 13
 
7.9%
이 9
 
5.5%
선 9
 
5.5%
정 9
 
5.5%
희 6
 
3.6%
현 6
 
3.6%
영 5
 
3.0%
병 5
 
3.0%
주 4
 
2.4%
기 4
 
2.4%
Other values (54) 95
57.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 165
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 13
 
7.9%
이 9
 
5.5%
선 9
 
5.5%
정 9
 
5.5%
희 6
 
3.6%
현 6
 
3.6%
영 5
 
3.0%
병 5
 
3.0%
주 4
 
2.4%
기 4
 
2.4%
Other values (54) 95
57.6%

Most occurring scripts

ValueCountFrequency (%)
Hangul 165
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
김 13
 
7.9%
이 9
 
5.5%
선 9
 
5.5%
정 9
 
5.5%
희 6
 
3.6%
현 6
 
3.6%
영 5
 
3.0%
병 5
 
3.0%
주 4
 
2.4%
기 4
 
2.4%
Other values (54) 95
57.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 165
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
김 13
 
7.9%
이 9
 
5.5%
선 9
 
5.5%
정 9
 
5.5%
희 6
 
3.6%
현 6
 
3.6%
영 5
 
3.0%
병 5
 
3.0%
주 4
 
2.4%
기 4
 
2.4%
Other values (54) 95
57.6%

교육시작일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
2023-07-03
55 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-03
2nd row2023-07-03
3rd row2023-07-03
4th row2023-07-03
5th row2023-07-03

Common Values

ValueCountFrequency (%)
2023-07-03 55
100.0%

Length

2024-01-06T13:25:45.640672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:45.985745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-03 55
100.0%

교육종료일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
2023-11-30
55 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-11-30
2nd row2023-11-30
3rd row2023-11-30
4th row2023-11-30
5th row2023-11-30

Common Values

ValueCountFrequency (%)
2023-11-30 55
100.0%

Length

2024-01-06T13:25:46.339488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:46.659566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-30 55
100.0%

교육시작시각
Categorical

Distinct10
Distinct (%)18.2%
Missing0
Missing (%)0.0%
Memory size572.0 B
09:30:00
20 
18:30:00
13 
10:00:00
8 
14:00:00
5 
13:00:00
4 
Other values (5)
5 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique5 ?
Unique (%)9.1%

Sample

1st row18:30:00
2nd row18:30:00
3rd row18:30:00
4th row18:30:00
5th row18:30:00

Common Values

ValueCountFrequency (%)
09:30:00 20
36.4%
18:30:00 13
23.6%
10:00:00 8
 
14.5%
14:00:00 5
 
9.1%
13:00:00 4
 
7.3%
15:00:00 1
 
1.8%
15:30:00 1
 
1.8%
12:00:00 1
 
1.8%
13:30:00 1
 
1.8%
20:00:00 1
 
1.8%

Length

2024-01-06T13:25:47.165188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:47.527450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
09:30:00 20
36.4%
18:30:00 13
23.6%
10:00:00 8
 
14.5%
14:00:00 5
 
9.1%
13:00:00 4
 
7.3%
15:00:00 1
 
1.8%
15:30:00 1
 
1.8%
12:00:00 1
 
1.8%
13:30:00 1
 
1.8%
20:00:00 1
 
1.8%

교육종료시각
Categorical

Distinct13
Distinct (%)23.6%
Missing0
Missing (%)0.0%
Memory size572.0 B
12:30:00
19 
21:00:00
9 
13:00:00
7 
17:00:00
6 
20:30:00
3 
Other values (8)
11 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique6 ?
Unique (%)10.9%

Sample

1st row21:00:00
2nd row21:00:00
3rd row21:00:00
4th row21:00:00
5th row21:00:00

Common Values

ValueCountFrequency (%)
12:30:00 19
34.5%
21:00:00 9
16.4%
13:00:00 7
 
12.7%
17:00:00 6
 
10.9%
20:30:00 3
 
5.5%
16:00:00 3
 
5.5%
11:30:00 2
 
3.6%
15:00:00 1
 
1.8%
17:30:00 1
 
1.8%
14:00:00 1
 
1.8%
Other values (3) 3
 
5.5%

Length

2024-01-06T13:25:47.951555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
12:30:00 19
34.5%
21:00:00 9
16.4%
13:00:00 7
 
12.7%
17:00:00 6
 
10.9%
20:30:00 3
 
5.5%
16:00:00 3
 
5.5%
11:30:00 2
 
3.6%
15:00:00 1
 
1.8%
17:30:00 1
 
1.8%
14:00:00 1
 
1.8%
Other values (3) 3
 
5.5%

강좌내용
Categorical

Distinct3
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Memory size572.0 B
사회재참여과정
32 
자기개발
12 
자격증과정
11 

Length

Max length7
Median length7
Mean length5.9454545
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row자격증과정
2nd row자격증과정
3rd row사회재참여과정
4th row사회재참여과정
5th row사회재참여과정

Common Values

ValueCountFrequency (%)
사회재참여과정 32
58.2%
자기개발 12
 
21.8%
자격증과정 11
 
20.0%

Length

2024-01-06T13:25:48.347859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:48.686828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사회재참여과정 32
58.2%
자기개발 12
 
21.8%
자격증과정 11
 
20.0%

교육대상구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
일반성인
55 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
일반성인 55
100.0%

Length

2024-01-06T13:25:49.011268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:49.383308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반성인 55
100.0%

교육방법구분
Categorical

IMBALANCE 

Distinct2
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size572.0 B
대면
50 
비대면
 
5

Length

Max length3
Median length2
Mean length2.0909091
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
대면 50
90.9%
비대면 5
 
9.1%

Length

2024-01-06T13:25:49.705551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:50.024040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대면 50
90.9%
비대면 5
 
9.1%

운영요일
Categorical

Distinct8
Distinct (%)14.5%
Missing0
Missing (%)0.0%
Memory size572.0 B
화
10 
목
9 
수
9 
금
9 
월/수
7 
Other values (3)
11 

Length

Max length3
Median length1
Mean length1.3636364
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row목
2nd row화/목
3rd row수
4th row목
5th row화

Common Values

ValueCountFrequency (%)
화 10
18.2%
목 9
16.4%
수 9
16.4%
금 9
16.4%
월/수 7
12.7%
월 6
10.9%
화/목 3
 
5.5%
토 2
 
3.6%

Length

2024-01-06T13:25:50.376776image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:50.753935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
화 10
18.2%
목 9
16.4%
수 9
16.4%
금 9
16.4%
월/수 7
12.7%
월 6
10.9%
화/목 3
 
5.5%
토 2
 
3.6%

교육장소
Categorical

Distinct11
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
의상실
10 
교육관 201
8 
요리실
8 
문화관 101
7 
미술실
6 
Other values (6)
16 

Length

Max length8
Median length3
Mean length4.6181818
Min length3

Unique

Unique1 ?
Unique (%)1.8%

Sample

1st row교육관 201
2nd row의상실
3rd row교육관 201
4th row미술실
5th row교육관 201

Common Values

ValueCountFrequency (%)
의상실 10
18.2%
교육관 201 8
14.5%
요리실 8
14.5%
문화관 101 7
12.7%
미술실 6
10.9%
미용실 4
 
7.3%
북카페 3
 
5.5%
다목적실 3
 
5.5%
줌(zoom) 3
 
5.5%
네이버(웨일온) 2
 
3.6%

Length

2024-01-06T13:25:51.248602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
의상실 10
14.1%
교육관 9
12.7%
201 8
11.3%
요리실 8
11.3%
문화관 7
9.9%
101 7
9.9%
미술실 6
8.5%
미용실 4
 
5.6%
북카페 3
 
4.2%
다목적실 3
 
4.2%
Other values (3) 6
8.5%

강좌정원수
Real number (ℝ)

Distinct6
Distinct (%)10.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.327273
Minimum10
Maximum25
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size627.0 B
2024-01-06T13:25:51.586266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile10
Q115
median15
Q316
95-th percentile20
Maximum25
Range15
Interquartile range (IQR)1

Descriptive statistics

Standard deviation3.6365151
Coefficient of variation (CV)0.23725781
Kurtosis-0.30265466
Mean15.327273
Median Absolute Deviation (MAD)1
Skewness0.11226927
Sum843
Variance13.224242
MonotonicityNot monotonic
2024-01-06T13:25:51.942649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
15 18
32.7%
10 12
21.8%
20 12
21.8%
16 11
20.0%
12 1
 
1.8%
25 1
 
1.8%
ValueCountFrequency (%)
10 12
21.8%
12 1
 
1.8%
15 18
32.7%
16 11
20.0%
20 12
21.8%
25 1
 
1.8%
ValueCountFrequency (%)
25 1
 
1.8%
20 12
21.8%
16 11
20.0%
15 18
32.7%
12 1
 
1.8%
10 12
21.8%

수강료
Real number (ℝ)

Distinct9
Distinct (%)16.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean89931.818
Minimum45000
Maximum180000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size627.0 B
2024-01-06T13:25:52.307979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum45000
5-th percentile45000
Q167500
median90000
Q390000
95-th percentile180000
Maximum180000
Range135000
Interquartile range (IQR)22500

Descriptive statistics

Standard deviation36738.738
Coefficient of variation (CV)0.40851768
Kurtosis1.7570865
Mean89931.818
Median Absolute Deviation (MAD)15000
Skewness1.5298156
Sum4946250
Variance1.3497348 × 109
MonotonicityNot monotonic
2024-01-06T13:25:52.781336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
90000 24
43.6%
67500 7
 
12.7%
180000 6
 
10.9%
75000 5
 
9.1%
60000 4
 
7.3%
45000 4
 
7.3%
56250 3
 
5.5%
150000 1
 
1.8%
120000 1
 
1.8%
ValueCountFrequency (%)
45000 4
 
7.3%
56250 3
 
5.5%
60000 4
 
7.3%
67500 7
 
12.7%
75000 5
 
9.1%
90000 24
43.6%
120000 1
 
1.8%
150000 1
 
1.8%
180000 6
 
10.9%
ValueCountFrequency (%)
180000 6
 
10.9%
150000 1
 
1.8%
120000 1
 
1.8%
90000 24
43.6%
75000 5
 
9.1%
67500 7
 
12.7%
60000 4
 
7.3%
56250 3
 
5.5%
45000 4
 
7.3%

교육장도로명주소
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
수원시 팔달구 매산로 119
55 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row수원시 팔달구 매산로 119
2nd row수원시 팔달구 매산로 119
3rd row수원시 팔달구 매산로 119
4th row수원시 팔달구 매산로 119
5th row수원시 팔달구 매산로 119

Common Values

ValueCountFrequency (%)
수원시 팔달구 매산로 119 55
100.0%

Length

2024-01-06T13:25:53.174346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:53.450672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수원시 55
25.0%
팔달구 55
25.0%
매산로 55
25.0%
119 55
25.0%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
수원시가족여성회관
55 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
수원시가족여성회관 55
100.0%

Length

2024-01-06T13:25:53.698514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:53.858795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수원시가족여성회관 55
100.0%

운영기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
031-259-9800
55 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row031-259-9800
2nd row031-259-9800
3rd row031-259-9800
4th row031-259-9800
5th row031-259-9800

Common Values

ValueCountFrequency (%)
031-259-9800 55
100.0%

Length

2024-01-06T13:25:54.030473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:54.190542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
031-259-9800 55
100.0%

접수시작일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
12월/ 3월/ 6월/ 9월 첫째주 월요일
55 

Length

Max length23
Median length23
Mean length23
Min length23

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row12월/ 3월/ 6월/ 9월 첫째주 월요일
2nd row12월/ 3월/ 6월/ 9월 첫째주 월요일
3rd row12월/ 3월/ 6월/ 9월 첫째주 월요일
4th row12월/ 3월/ 6월/ 9월 첫째주 월요일
5th row12월/ 3월/ 6월/ 9월 첫째주 월요일

Common Values

ValueCountFrequency (%)
12월/ 3월/ 6월/ 9월 첫째주 월요일 55
100.0%

Length

2024-01-06T13:25:54.442746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:54.734444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
12월 55
16.7%
3월 55
16.7%
6월 55
16.7%
9월 55
16.7%
첫째주 55
16.7%
월요일 55
16.7%

접수종료일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
12월/ 3월/ 6월/ 9월 넷째주 금요일
55 

Length

Max length23
Median length23
Mean length23
Min length23

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row12월/ 3월/ 6월/ 9월 넷째주 금요일
2nd row12월/ 3월/ 6월/ 9월 넷째주 금요일
3rd row12월/ 3월/ 6월/ 9월 넷째주 금요일
4th row12월/ 3월/ 6월/ 9월 넷째주 금요일
5th row12월/ 3월/ 6월/ 9월 넷째주 금요일

Common Values

ValueCountFrequency (%)
12월/ 3월/ 6월/ 9월 넷째주 금요일 55
100.0%

Length

2024-01-06T13:25:55.009798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:55.181024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
12월 55
16.7%
3월 55
16.7%
6월 55
16.7%
9월 55
16.7%
넷째주 55
16.7%
금요일 55
16.7%

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
인터넷접수
55 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
인터넷접수 55
100.0%

Length

2024-01-06T13:25:55.509967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:55.876344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷접수 55
100.0%

선정방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
1차 추첨/ 2차 선착순
55 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1차 추첨/ 2차 선착순
2nd row1차 추첨/ 2차 선착순
3rd row1차 추첨/ 2차 선착순
4th row1차 추첨/ 2차 선착순
5th row1차 추첨/ 2차 선착순

Common Values

ValueCountFrequency (%)
1차 추첨/ 2차 선착순 55
100.0%

Length

2024-01-06T13:25:56.197230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:56.484553image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1차 55
25.0%
추첨 55
25.0%
2차 55
25.0%
선착순 55
25.0%

홈페이지주소
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
https://rsv.suwonudc.co.kr/
55 

Length

Max length27
Median length27
Mean length27
Min length27

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttps://rsv.suwonudc.co.kr/
2nd rowhttps://rsv.suwonudc.co.kr/
3rd rowhttps://rsv.suwonudc.co.kr/
4th rowhttps://rsv.suwonudc.co.kr/
5th rowhttps://rsv.suwonudc.co.kr/

Common Values

ValueCountFrequency (%)
https://rsv.suwonudc.co.kr/ 55
100.0%

Length

2024-01-06T13:25:56.813828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:57.212773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
https://rsv.suwonudc.co.kr 55
100.0%

직업능력개발훈련비지원강좌여부
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
해당사항없음
55 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
해당사항없음 55
100.0%

Length

2024-01-06T13:25:57.586449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:57.750980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
해당사항없음 55
100.0%

학점은행제평가(학점)인정여부
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
해당사항없음
55 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
해당사항없음 55
100.0%

Length

2024-01-06T13:25:58.021616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:58.307986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
해당사항없음 55
100.0%

평생학습계좌제평가인정여부
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
해당사항없음
55 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
해당사항없음 55
100.0%

Length

2024-01-06T13:25:58.614635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:58.786826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
해당사항없음 55
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
2023-11-30
55 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-11-30
2nd row2023-11-30
3rd row2023-11-30
4th row2023-11-30
5th row2023-11-30

Common Values

ValueCountFrequency (%)
2023-11-30 55
100.0%

Length

2024-01-06T13:25:58.955807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:25:59.376170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-30 55
100.0%

Sample

강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
0퇴근길 캘리그라피(자격증반)윤병은2023-07-032023-11-3018:30:0021:00:00자격증과정일반성인대면목교육관 2011575000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
1퇴근길 한복기능사(자격증반)곽명숙2023-07-032023-11-3018:30:0021:00:00자격증과정일반성인대면화/목의상실16150000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
2퇴근길 어반스케치이해균2023-07-032023-11-3018:30:0021:00:00사회재참여과정일반성인대면수교육관 2011556250수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
3별빛 유화김강회2023-07-032023-11-3018:30:0021:00:00사회재참여과정일반성인대면목미술실1056250수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
4별빛 문인화김병권2023-07-032023-11-3018:30:0021:00:00사회재참여과정일반성인대면화교육관 2011556250수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
5달빛 소잉교실(재봉기초와소품)김정옥2023-07-032023-11-3018:30:0020:30:00사회재참여과정일반성인대면월의상실1660000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
6달빛 소잉교실(옷과소품)김정옥2023-07-032023-11-3018:30:0020:30:00사회재참여과정일반성인대면수의상실1660000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
7퇴근길 홈베이킹이승식2023-07-032023-11-3018:30:0021:00:00사회재참여과정일반성인대면화요리실2075000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
8퇴근길 핸드메이킹 커피고재광2023-07-032023-11-3018:30:0021:00:00사회재참여과정일반성인대면수북카페1575000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
9퇴근길 힐링타로이주영2023-07-032023-11-3018:30:0020:30:00사회재참여과정일반성인대면목문화관 1011560000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
45한복만들기정영희2023-07-032023-11-3010:00:0013:00:00사회재참여과정일반성인대면화의상실1690000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
46소잉교실(재봉기초와소품)변수현2023-07-032023-11-3010:00:0013:00:00사회재참여과정일반성인대면월의상실1690000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
47소잉교실(옷과소품)이금화2023-07-032023-11-3010:00:0013:00:00사회재참여과정일반성인대면수의상실1690000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
48생활매듭하인순2023-07-032023-11-3009:30:0012:30:00사회재참여과정일반성인대면월교육관 2011590000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
49가죽공예정선화2023-07-032023-11-3009:30:0012:30:00사회재참여과정일반성인대면목문화관 1011590000수원시 팔달구 매산로 119수원시가족여성회관031-259-980012월/ 3월/ 6월/ 9월 첫째주 월요일12월/ 3월/ 6월/ 9월 넷째주 금요일인터넷접수1차 추첨/ 2차 선착순https://rsv.suwonudc.co.kr/해당사항없음해당사항없음해당사항없음2023-11-30
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