Overview

Dataset statistics

Number of variables15
Number of observations37
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.5 KiB
Average record size in memory125.5 B

Variable types

Text1
Categorical9
DateTime3
Numeric2

Dataset

Description강남구도시관리공단에서 운영하는 대치평생학습관의 프로그램 정보, 강좌내용, 운영요일, 수강료등 데이터 제공합니다.
Author강남구도시관리공단
URLhttps://www.data.go.kr/data/15073535/fileData.do

Alerts

교육대상구분 has constant value ""Constant
교육장도로명주소 has constant value ""Constant
운영기관명 has constant value ""Constant
운영기관전화번호 has constant value ""Constant
접수방법구분 has constant value ""Constant
데이터기준일자 has constant value ""Constant
교육방법구분 is highly overall correlated with 수강료 and 1 other fieldsHigh correlation
강좌내용 is highly overall correlated with 강좌정원수 and 2 other fieldsHigh correlation
강좌정원수 is highly overall correlated with 강좌내용High correlation
수강료 is highly overall correlated with 강좌내용 and 1 other fieldsHigh correlation
교육방법구분 is highly imbalanced (69.7%)Imbalance
강좌명 has unique valuesUnique

Reproduction

Analysis started2024-03-14 11:04:21.613366
Analysis finished2024-03-14 11:04:23.866268
Duration2.25 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

UNIQUE 

Distinct37
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size424.0 B
2024-03-14T20:04:24.500920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length14
Mean length7.5405405
Min length3

Characters and Unicode

Total characters279
Distinct characters105
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique37 ?
Unique (%)100.0%

Sample

1st row댄스스포츠A
2nd row모던댄스
3rd row모던댄스(중상급)
4th row라인댄스초급
5th row오후라인댄스(초급)
ValueCountFrequency (%)
초급 3
 
6.0%
모던댄스 2
 
4.0%
중국어 2
 
4.0%
일어 2
 
4.0%
기타교실 2
 
4.0%
초중급 2
 
4.0%
댄스스포츠a 1
 
2.0%
일어중급 1
 
2.0%
1 1
 
2.0%
2 1
 
2.0%
Other values (33) 33
66.0%
2024-03-14T20:04:25.787022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
스 24
 
8.6%
급 16
 
5.7%
댄 14
 
5.0%
13
 
4.7%
초 12
 
4.3%
어 11
 
3.9%
중 10
 
3.6%
( 8
 
2.9%
) 8
 
2.9%
라 8
 
2.9%
Other values (95) 155
55.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 240
86.0%
Space Separator 13
 
4.7%
Open Punctuation 10
 
3.6%
Close Punctuation 10
 
3.6%
Uppercase Letter 4
 
1.4%
Decimal Number 2
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 24
 
10.0%
급 16
 
6.7%
댄 14
 
5.8%
초 12
 
5.0%
어 11
 
4.6%
중 10
 
4.2%
라 8
 
3.3%
인 5
 
2.1%
모 5
 
2.1%
일 4
 
1.7%
Other values (84) 131
54.6%
Uppercase Letter
ValueCountFrequency (%)
D 1
25.0%
A 1
25.0%
E 1
25.0%
T 1
25.0%
Open Punctuation
ValueCountFrequency (%)
( 8
80.0%
[ 2
 
20.0%
Close Punctuation
ValueCountFrequency (%)
) 8
80.0%
] 2
 
20.0%
Decimal Number
ValueCountFrequency (%)
1 1
50.0%
2 1
50.0%
Space Separator
ValueCountFrequency (%)
13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 240
86.0%
Common 35
 
12.5%
Latin 4
 
1.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 24
 
10.0%
급 16
 
6.7%
댄 14
 
5.8%
초 12
 
5.0%
어 11
 
4.6%
중 10
 
4.2%
라 8
 
3.3%
인 5
 
2.1%
모 5
 
2.1%
일 4
 
1.7%
Other values (84) 131
54.6%
Common
ValueCountFrequency (%)
13
37.1%
( 8
22.9%
) 8
22.9%
[ 2
 
5.7%
] 2
 
5.7%
1 1
 
2.9%
2 1
 
2.9%
Latin
ValueCountFrequency (%)
D 1
25.0%
A 1
25.0%
E 1
25.0%
T 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 240
86.0%
ASCII 39
 
14.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
스 24
 
10.0%
급 16
 
6.7%
댄 14
 
5.8%
초 12
 
5.0%
어 11
 
4.6%
중 10
 
4.2%
라 8
 
3.3%
인 5
 
2.1%
모 5
 
2.1%
일 4
 
1.7%
Other values (84) 131
54.6%
ASCII
ValueCountFrequency (%)
13
33.3%
( 8
20.5%
) 8
20.5%
[ 2
 
5.1%
] 2
 
5.1%
D 1
 
2.6%
A 1
 
2.6%
E 1
 
2.6%
T 1
 
2.6%
1 1
 
2.6%

강사명
Categorical

Distinct18
Distinct (%)48.6%
Missing0
Missing (%)0.0%
Memory size424.0 B
최유경
4 
한세유
4 
전원희
3 
이상민
3 
이창섭
 
2
Other values (13)
21 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique5 ?
Unique (%)13.5%

Sample

1st row이상민
2nd row이창섭
3rd row박미서
4th row전원희
5th row전원희

Common Values

ValueCountFrequency (%)
최유경 4
 
10.8%
한세유 4
 
10.8%
전원희 3
 
8.1%
이상민 3
 
8.1%
이창섭 2
 
5.4%
조영희 2
 
5.4%
임곤정 2
 
5.4%
이진화 2
 
5.4%
오외숙 2
 
5.4%
박진선 2
 
5.4%
Other values (8) 11
29.7%

Length

2024-03-14T20:04:26.195274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
최유경 4
 
10.8%
한세유 4
 
10.8%
전원희 3
 
8.1%
이상민 3
 
8.1%
오외숙 2
 
5.4%
정정훈 2
 
5.4%
박민정 2
 
5.4%
김연재 2
 
5.4%
박진선 2
 
5.4%
이진화 2
 
5.4%
Other values (8) 11
29.7%

교육시작시각
Date

Distinct20
Distinct (%)54.1%
Missing0
Missing (%)0.0%
Memory size424.0 B
Minimum2024-03-14 08:00:00
Maximum2024-03-14 20:00:00
2024-03-14T20:04:26.523867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T20:04:26.852497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)

교육종료시각
Date

Distinct21
Distinct (%)56.8%
Missing0
Missing (%)0.0%
Memory size424.0 B
Minimum2024-03-14 08:50:00
Maximum2024-03-14 21:20:00
2024-03-14T20:04:27.129946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T20:04:27.322091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)

강좌내용
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)10.8%
Missing0
Missing (%)0.0%
Memory size424.0 B
체육교실
22 
강의실1
10 
강의실3
3 
비대면
 
2

Length

Max length4
Median length4
Mean length3.9459459
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
체육교실 22
59.5%
강의실1 10
27.0%
강의실3 3
 
8.1%
비대면 2
 
5.4%

Length

2024-03-14T20:04:27.538330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T20:04:27.745420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
체육교실 22
59.5%
강의실1 10
27.0%
강의실3 3
 
8.1%
비대면 2
 
5.4%

교육대상구분
Categorical

CONSTANT 

Distinct1
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size424.0 B
성인
37 

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 37
100.0%

Length

2024-03-14T20:04:27.948027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T20:04:28.234450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성인 37
100.0%

교육방법구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)5.4%
Missing0
Missing (%)0.0%
Memory size424.0 B
오프라인
35 
온라인
 
2

Length

Max length4
Median length4
Mean length3.9459459
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
오프라인 35
94.6%
온라인 2
 
5.4%

Length

2024-03-14T20:04:28.579277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T20:04:28.906269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
오프라인 35
94.6%
온라인 2
 
5.4%

운영요일
Categorical

Distinct10
Distinct (%)27.0%
Missing0
Missing (%)0.0%
Memory size424.0 B
화,목
11 
수
6 
월,수,금
4 
목
4 
월,금
3 
Other values (5)
9 

Length

Max length9
Median length5
Mean length2.5135135
Min length1

Unique

Unique2 ?
Unique (%)5.4%

Sample

1st row화,목
2nd row월,금
3rd row화,목
4th row화,목
5th row화,목

Common Values

ValueCountFrequency (%)
화,목 11
29.7%
수 6
16.2%
월,수,금 4
 
10.8%
목 4
 
10.8%
월,금 3
 
8.1%
월 3
 
8.1%
월,수 2
 
5.4%
화 2
 
5.4%
월,화,수,목,금 1
 
2.7%
금 1
 
2.7%

Length

2024-03-14T20:04:29.288593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T20:04:29.676074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
화,목 11
29.7%
수 6
16.2%
월,수,금 4
 
10.8%
목 4
 
10.8%
월,금 3
 
8.1%
월 3
 
8.1%
월,수 2
 
5.4%
화 2
 
5.4%
월,화,수,목,금 1
 
2.7%
금 1
 
2.7%

강좌정원수
Real number (ℝ)

HIGH CORRELATION 

Distinct6
Distinct (%)16.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.945946
Minimum6
Maximum25
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size461.0 B
2024-03-14T20:04:30.041842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile6
Q115
median25
Q325
95-th percentile25
Maximum25
Range19
Interquartile range (IQR)10

Descriptive statistics

Standard deviation6.3199242
Coefficient of variation (CV)0.31685257
Kurtosis-0.34470939
Mean19.945946
Median Absolute Deviation (MAD)0
Skewness-0.93283789
Sum738
Variance39.941441
MonotonicityNot monotonic
2024-03-14T20:04:30.385536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
25 19
51.4%
15 7
 
18.9%
20 3
 
8.1%
6 3
 
8.1%
12 3
 
8.1%
22 2
 
5.4%
ValueCountFrequency (%)
6 3
 
8.1%
12 3
 
8.1%
15 7
 
18.9%
20 3
 
8.1%
22 2
 
5.4%
25 19
51.4%
ValueCountFrequency (%)
25 19
51.4%
22 2
 
5.4%
20 3
 
8.1%
15 7
 
18.9%
12 3
 
8.1%
6 3
 
8.1%

수강료
Real number (ℝ)

HIGH CORRELATION 

Distinct10
Distinct (%)27.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean34086.486
Minimum18000
Maximum50000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size461.0 B
2024-03-14T20:04:30.724709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum18000
5-th percentile19600
Q130000
median36000
Q338000
95-th percentile42000
Maximum50000
Range32000
Interquartile range (IQR)8000

Descriptive statistics

Standard deviation7639.7412
Coefficient of variation (CV)0.22412815
Kurtosis0.37769164
Mean34086.486
Median Absolute Deviation (MAD)4000
Skewness-0.49488549
Sum1261200
Variance58365646
MonotonicityNot monotonic
2024-03-14T20:04:31.081925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
36000 15
40.5%
40000 6
 
16.2%
30000 3
 
8.1%
38000 3
 
8.1%
24000 2
 
5.4%
18000 2
 
5.4%
50000 2
 
5.4%
20000 2
 
5.4%
28000 1
 
2.7%
25200 1
 
2.7%
ValueCountFrequency (%)
18000 2
 
5.4%
20000 2
 
5.4%
24000 2
 
5.4%
25200 1
 
2.7%
28000 1
 
2.7%
30000 3
 
8.1%
36000 15
40.5%
38000 3
 
8.1%
40000 6
 
16.2%
50000 2
 
5.4%
ValueCountFrequency (%)
50000 2
 
5.4%
40000 6
 
16.2%
38000 3
 
8.1%
36000 15
40.5%
30000 3
 
8.1%
28000 1
 
2.7%
25200 1
 
2.7%
24000 2
 
5.4%
20000 2
 
5.4%
18000 2
 
5.4%

교육장도로명주소
Categorical

CONSTANT 

Distinct1
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size424.0 B
강남구 영동대로57길 7
37 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row강남구 영동대로57길 7
2nd row강남구 영동대로57길 7
3rd row강남구 영동대로57길 7
4th row강남구 영동대로57길 7
5th row강남구 영동대로57길 7

Common Values

ValueCountFrequency (%)
강남구 영동대로57길 7 37
100.0%

Length

2024-03-14T20:04:31.479223image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T20:04:31.795494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강남구 37
33.3%
영동대로57길 37
33.3%
7 37
33.3%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size424.0 B
강남구도시관리공단
37 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강남구도시관리공단 37
100.0%

Length

2024-03-14T20:04:32.123054image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T20:04:32.436292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강남구도시관리공단 37
100.0%

운영기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size424.0 B
02-2176-0851
37 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row02-2176-0851
2nd row02-2176-0851
3rd row02-2176-0851
4th row02-2176-0851
5th row02-2176-0851

Common Values

ValueCountFrequency (%)
02-2176-0851 37
100.0%

Length

2024-03-14T20:04:32.776940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T20:04:33.027331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
02-2176-0851 37
100.0%

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size424.0 B
인터넷+방문접수
37 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
인터넷+방문접수 37
100.0%

Length

2024-03-14T20:04:33.203450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T20:04:33.374051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷+방문접수 37
100.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size424.0 B
Minimum2024-02-28 00:00:00
Maximum2024-02-28 00:00:00
2024-03-14T20:04:33.514269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T20:04:33.676070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-03-14T20:04:22.755739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T20:04:22.276976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T20:04:22.916557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T20:04:22.535939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-14T20:04:33.813161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌명강사명교육시작시각교육종료시각강좌내용교육방법구분운영요일강좌정원수수강료
강좌명1.0001.0001.0001.0001.0001.0001.0001.0001.000
강사명1.0001.0000.7930.7540.8090.6460.6480.9180.834
교육시작시각1.0000.7931.0000.9630.0000.0000.7470.0000.488
교육종료시각1.0000.7540.9631.0000.0000.4210.7330.0000.000
강좌내용1.0000.8090.0000.0001.0001.0000.4790.7400.739
교육방법구분1.0000.6460.0000.4211.0001.0000.0000.5700.668
운영요일1.0000.6480.7470.7330.4790.0001.0000.4460.679
강좌정원수1.0000.9180.0000.0000.7400.5700.4461.0000.798
수강료1.0000.8340.4880.0000.7390.6680.6790.7981.000
2024-03-14T20:04:34.065906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육방법구분강사명강좌내용운영요일
교육방법구분1.0000.3680.9710.000
강사명0.3681.0000.4400.231
강좌내용0.9710.4401.0000.265
운영요일0.0000.2310.2651.000
2024-03-14T20:04:34.258993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌정원수수강료강사명강좌내용교육방법구분운영요일
강좌정원수1.000-0.3910.4870.5550.3850.221
수강료-0.3911.0000.3790.5930.6700.443
강사명0.4870.3791.0000.4400.3680.231
강좌내용0.5550.5930.4401.0000.9710.265
교육방법구분0.3850.6700.3680.9711.0000.000
운영요일0.2210.4430.2310.2650.0001.000

Missing values

2024-03-14T20:04:23.140030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T20:04:23.618786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

강좌명강사명교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수방법구분데이터기준일자
0댄스스포츠A이상민14:00:0015:20:00체육교실성인오프라인화,목2536000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
1모던댄스이창섭16:00:0017:20:00체육교실성인오프라인월,금2536000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
2모던댄스(중상급)박미서15:30:0016:50:00체육교실성인오프라인화,목2536000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
3라인댄스초급전원희11:00:0012:20:00체육교실성인오프라인화,목2536000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
4오후라인댄스(초급)전원희20:00:0021:20:00체육교실성인오프라인화,목2536000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
5댄스스포츠중급정정훈12:30:0013:50:00체육교실성인오프라인화,목2536000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
6아침요가박혜숙08:00:0008:50:00체육교실성인오프라인월,수,금2536000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
7테라피요가박민정09:00:0009:50:00체육교실성인오프라인화,목2524000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
8파워스트레칭박민정19:00:0019:50:00체육교실성인오프라인월,수,금2536000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
9라인댄스 초중급김연재17:30:0018:50:00체육교실성인오프라인월,수2536000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
강좌명강사명교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수방법구분데이터기준일자
27기타교실 2임곤정17:15:0018:35:00강의실1성인오프라인목1530000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
28연필스케치조영희14:00:0015:50:00강의실1성인오프라인수1540000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
29어반스케치조영희16:00:0016:50:00강의실1성인오프라인수640000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
30잉톡쇼(고급스피킹)최유경10:30:0011:50:00강의실1성인오프라인월1238000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
31TED(고급리스닝)최유경09:00:0010:20:00강의실1성인오프라인월1238000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
32화요서예이의영10:00:0011:50:00강의실3성인오프라인화650000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
33에브리데이잉글리쉬(초중급)최유경10:30:0011:50:00강의실3성인오프라인목1238000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
34[비대면]미국드라마로 배우는 영어회화이승빈17:00:0017:50:00비대면성인온라인화,목1528000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
35[비대면]쉬운단어로배우는 일어뉴스한세유15:30:0016:50:00비대면성인온라인화,목2225200강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28
36중국어 왕초보반이진화10:00:0011:50:00강의실3성인오프라인월1540000강남구 영동대로57길 7강남구도시관리공단02-2176-0851인터넷+방문접수2024-02-28