Overview

Dataset statistics

Number of variables23
Number of observations31
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.8 KiB
Average record size in memory190.3 B

Variable types

Text2
Categorical17
Numeric1
Boolean3

Dataset

Description수원도시공사 내 운영중인 서수원칠보체육관에서 보유중인 강좌에 관한 강좌명, 교육시작일, 교육종료일, 강좌내용, 교육방법, 운영요일, 교육장소, 정원 수, 수강료 등의 데이터를 반기별로 제공합니다.
Author수원도시공사
URLhttps://www.data.go.kr/data/15101258/fileData.do

Alerts

교육시작일자 has constant value ""Constant
교육종료일자 has constant value ""Constant
교육방법구분 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
교육대상구분 is highly imbalanced (79.4%)Imbalance
강좌명 has unique valuesUnique

Reproduction

Analysis started2024-01-06 12:50:08.725741
Analysis finished2024-01-06 12:50:09.141990
Duration0.42 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

UNIQUE 

Distinct31
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size380.0 B
2024-01-06T12:50:09.308707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length9
Mean length6.6451613
Min length3

Characters and Unicode

Total characters206
Distinct characters50
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

Unique31 ?
Unique (%)100.0%

Sample

1st row필라테스 1
2nd rowGX요가 1
3rd row필라테스 6
4th row탁구 1
5th row탁구( 주말 )
ValueCountFrequency (%)
필라테스 9
15.8%
1 8
14.0%
2 6
 
10.5%
탁구 5
 
8.8%
3 3
 
5.3%
점핑피트니스 3
 
5.3%
요가 2
 
3.5%
줌바 2
 
3.5%
4 2
 
3.5%
1
 
1.8%
Other values (16) 16
28.1%
2024-01-06T12:50:10.176650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
53
25.7%
스 19
 
9.2%
라 12
 
5.8%
필 10
 
4.9%
테 10
 
4.9%
1 8
 
3.9%
2 6
 
2.9%
탁 5
 
2.4%
댄 5
 
2.4%
구 5
 
2.4%
Other values (40) 73
35.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 119
57.8%
Space Separator 53
25.7%
Decimal Number 24
 
11.7%
Uppercase Letter 4
 
1.9%
Open Punctuation 3
 
1.5%
Close Punctuation 3
 
1.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 19
16.0%
라 12
 
10.1%
필 10
 
8.4%
테 10
 
8.4%
탁 5
 
4.2%
댄 5
 
4.2%
구 5
 
4.2%
니 4
 
3.4%
트 4
 
3.4%
가 3
 
2.5%
Other values (26) 42
35.3%
Decimal Number
ValueCountFrequency (%)
1 8
33.3%
2 6
25.0%
3 3
 
12.5%
4 2
 
8.3%
8 1
 
4.2%
5 1
 
4.2%
9 1
 
4.2%
7 1
 
4.2%
6 1
 
4.2%
Uppercase Letter
ValueCountFrequency (%)
X 2
50.0%
G 2
50.0%
Space Separator
ValueCountFrequency (%)
53
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 119
57.8%
Common 83
40.3%
Latin 4
 
1.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 19
16.0%
라 12
 
10.1%
필 10
 
8.4%
테 10
 
8.4%
탁 5
 
4.2%
댄 5
 
4.2%
구 5
 
4.2%
니 4
 
3.4%
트 4
 
3.4%
가 3
 
2.5%
Other values (26) 42
35.3%
Common
ValueCountFrequency (%)
53
63.9%
1 8
 
9.6%
2 6
 
7.2%
( 3
 
3.6%
) 3
 
3.6%
3 3
 
3.6%
4 2
 
2.4%
8 1
 
1.2%
5 1
 
1.2%
9 1
 
1.2%
Other values (2) 2
 
2.4%
Latin
ValueCountFrequency (%)
X 2
50.0%
G 2
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 119
57.8%
ASCII 87
42.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
53
60.9%
1 8
 
9.2%
2 6
 
6.9%
( 3
 
3.4%
) 3
 
3.4%
3 3
 
3.4%
4 2
 
2.3%
X 2
 
2.3%
G 2
 
2.3%
8 1
 
1.1%
Other values (4) 4
 
4.6%
Hangul
ValueCountFrequency (%)
스 19
16.0%
라 12
 
10.1%
필 10
 
8.4%
테 10
 
8.4%
탁 5
 
4.2%
댄 5
 
4.2%
구 5
 
4.2%
니 4
 
3.4%
트 4
 
3.4%
가 3
 
2.5%
Other values (26) 42
35.3%

강사명
Categorical

Distinct14
Distinct (%)45.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
이혜진
4 
김병임
4 
정난희
3 
정성숙
3 
김수정
3 
Other values (9)
14 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique5 ?
Unique (%)16.1%

Sample

1st row김성희
2nd row김진아
3rd row이혜진
4th row정난희
5th row정난희

Common Values

ValueCountFrequency (%)
이혜진 4
12.9%
김병임 4
12.9%
정난희 3
9.7%
정성숙 3
9.7%
김수정 3
9.7%
전은정 3
9.7%
김진아 2
6.5%
김종숙 2
6.5%
민다솜 2
6.5%
김성희 1
 
3.2%
Other values (4) 4
12.9%

Length

2024-01-06T12:50:10.721268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
이혜진 4
12.9%
김병임 4
12.9%
정난희 3
9.7%
정성숙 3
9.7%
김수정 3
9.7%
전은정 3
9.7%
김진아 2
6.5%
김종숙 2
6.5%
민다솜 2
6.5%
김성희 1
 
3.2%
Other values (4) 4
12.9%

교육시작일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
2023-11-01
31 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-11-01
2nd row2023-11-01
3rd row2023-11-01
4th row2023-11-01
5th row2023-11-01

Common Values

ValueCountFrequency (%)
2023-11-01 31
100.0%

Length

2024-01-06T12:50:11.128101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:11.360149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-01 31
100.0%

교육종료일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
2023-11-30
31 

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 31
100.0%

Length

2024-01-06T12:50:11.725527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:12.055900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-30 31
100.0%

강좌내용
Text

Distinct16
Distinct (%)51.6%
Missing0
Missing (%)0.0%
Memory size380.0 B
2024-01-06T12:50:12.327652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length7
Mean length4.0967742
Min length2

Characters and Unicode

Total characters127
Distinct characters41
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique11 ?
Unique (%)35.5%

Sample

1st row필라테스
2nd rowGX요가
3rd row필라테스
4th row탁구
5th row탁구
ValueCountFrequency (%)
필라테스 9
29.0%
탁구 5
16.1%
점핑피트니스 3
 
9.7%
줌바 2
 
6.5%
요가 2
 
6.5%
gx요가 1
 
3.2%
gx필라테스 1
 
3.2%
크로스트레이닝 1
 
3.2%
주말방송댄스 1
 
3.2%
라인댄스(초급 1
 
3.2%
Other values (5) 5
16.1%
2024-01-06T12:50:13.078213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
스 19
 
15.0%
라 12
 
9.4%
필 10
 
7.9%
테 10
 
7.9%
탁 5
 
3.9%
구 5
 
3.9%
댄 5
 
3.9%
니 4
 
3.1%
트 4
 
3.1%
피 3
 
2.4%
Other values (31) 50
39.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 117
92.1%
Uppercase Letter 4
 
3.1%
Close Punctuation 2
 
1.6%
Space Separator 2
 
1.6%
Open Punctuation 2
 
1.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 19
16.2%
라 12
 
10.3%
필 10
 
8.5%
테 10
 
8.5%
탁 5
 
4.3%
구 5
 
4.3%
댄 5
 
4.3%
니 4
 
3.4%
트 4
 
3.4%
피 3
 
2.6%
Other values (26) 40
34.2%
Uppercase Letter
ValueCountFrequency (%)
G 2
50.0%
X 2
50.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Space Separator
ValueCountFrequency (%)
2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 117
92.1%
Common 6
 
4.7%
Latin 4
 
3.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 19
16.2%
라 12
 
10.3%
필 10
 
8.5%
테 10
 
8.5%
탁 5
 
4.3%
구 5
 
4.3%
댄 5
 
4.3%
니 4
 
3.4%
트 4
 
3.4%
피 3
 
2.6%
Other values (26) 40
34.2%
Common
ValueCountFrequency (%)
) 2
33.3%
2
33.3%
( 2
33.3%
Latin
ValueCountFrequency (%)
G 2
50.0%
X 2
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 117
92.1%
ASCII 10
 
7.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
스 19
16.2%
라 12
 
10.3%
필 10
 
8.5%
테 10
 
8.5%
탁 5
 
4.3%
구 5
 
4.3%
댄 5
 
4.3%
니 4
 
3.4%
트 4
 
3.4%
피 3
 
2.6%
Other values (26) 40
34.2%
ASCII
ValueCountFrequency (%)
) 2
20.0%
G 2
20.0%
2
20.0%
X 2
20.0%
( 2
20.0%

교육대상구분
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size380.0 B
일반
30 
어린이
 
1

Length

Max length3
Median length2
Mean length2.0322581
Min length2

Unique

Unique1 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
일반 30
96.8%
어린이 1
 
3.2%

Length

2024-01-06T12:50:13.406592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:13.583974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반 30
96.8%
어린이 1
 
3.2%

교육방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
오프라인
31 

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 31
100.0%

Length

2024-01-06T12:50:13.765163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:13.940639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
오프라인 31
100.0%

운영요일
Categorical

Distinct4
Distinct (%)12.9%
Missing0
Missing (%)0.0%
Memory size380.0 B
화목
14 
월수금
13 
월수
2 
토
2 

Length

Max length3
Median length2
Mean length2.3548387
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row화목
2nd row월수금
3rd row월수금
4th row월수
5th row토

Common Values

ValueCountFrequency (%)
화목 14
45.2%
월수금 13
41.9%
월수 2
 
6.5%
토 2
 
6.5%

Length

2024-01-06T12:50:14.182328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:14.538027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
화목 14
45.2%
월수금 13
41.9%
월수 2
 
6.5%
토 2
 
6.5%

교육장소
Categorical

Distinct3
Distinct (%)9.7%
Missing0
Missing (%)0.0%
Memory size380.0 B
GX룸
15 
요가전용실
11 
탁구장
5 

Length

Max length5
Median length3
Mean length3.7096774
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row요가전용실
2nd rowGX룸
3rd row요가전용실
4th row탁구장
5th row탁구장

Common Values

ValueCountFrequency (%)
GX룸 15
48.4%
요가전용실 11
35.5%
탁구장 5
 
16.1%

Length

2024-01-06T12:50:14.913669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:15.257388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
gx룸 15
48.4%
요가전용실 11
35.5%
탁구장 5
 
16.1%

강좌정원수
Real number (ℝ)

Distinct7
Distinct (%)22.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.83871
Minimum9
Maximum40
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size411.0 B
2024-01-06T12:50:15.687483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum9
5-th percentile20
Q120
median23
Q330
95-th percentile40
Maximum40
Range31
Interquartile range (IQR)10

Descriptive statistics

Standard deviation7.5458455
Coefficient of variation (CV)0.29203647
Kurtosis-0.073394029
Mean25.83871
Median Absolute Deviation (MAD)3
Skewness0.39456041
Sum801
Variance56.939785
MonotonicityNot monotonic
2024-01-06T12:50:16.153286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
20 12
38.7%
30 10
32.3%
40 4
 
12.9%
23 2
 
6.5%
9 1
 
3.2%
21 1
 
3.2%
25 1
 
3.2%
ValueCountFrequency (%)
9 1
 
3.2%
20 12
38.7%
21 1
 
3.2%
23 2
 
6.5%
25 1
 
3.2%
30 10
32.3%
40 4
 
12.9%
ValueCountFrequency (%)
40 4
 
12.9%
30 10
32.3%
25 1
 
3.2%
23 2
 
6.5%
21 1
 
3.2%
20 12
38.7%
9 1
 
3.2%

수강료
Categorical

Distinct4
Distinct (%)12.9%
Missing0
Missing (%)0.0%
Memory size380.0 B
45000
12 
30000
11 
60000
7 
15000
 
1

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique1 ?
Unique (%)3.2%

Sample

1st row30000
2nd row45000
3rd row45000
4th row60000
5th row60000

Common Values

ValueCountFrequency (%)
45000 12
38.7%
30000 11
35.5%
60000 7
22.6%
15000 1
 
3.2%

Length

2024-01-06T12:50:16.753996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:17.160945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
45000 12
38.7%
30000 11
35.5%
60000 7
22.6%
15000 1
 
3.2%

교육장도로명주소
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
경기도 수원시 권선구 서수원로577번길 171
31 

Length

Max length25
Median length25
Mean length25
Min length25

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 수원시 권선구 서수원로577번길 171
2nd row경기도 수원시 권선구 서수원로577번길 171
3rd row경기도 수원시 권선구 서수원로577번길 171
4th row경기도 수원시 권선구 서수원로577번길 171
5th row경기도 수원시 권선구 서수원로577번길 171

Common Values

ValueCountFrequency (%)
경기도 수원시 권선구 서수원로577번길 171 31
100.0%

Length

2024-01-06T12:50:17.523714image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:17.807193image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 31
20.0%
수원시 31
20.0%
권선구 31
20.0%
서수원로577번길 31
20.0%
171 31
20.0%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
수원도시공사
31 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
수원도시공사 31
100.0%

Length

2024-01-06T12:50:18.093959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:18.426198image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수원도시공사 31
100.0%

운영기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
031-259-5400
31 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row031-259-5400
2nd row031-259-5400
3rd row031-259-5400
4th row031-259-5400
5th row031-259-5400

Common Values

ValueCountFrequency (%)
031-259-5400 31
100.0%

Length

2024-01-06T12:50:18.737218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:19.044706image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
031-259-5400 31
100.0%

접수시작일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
2023-11-20
31 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-11-20
2nd row2023-11-20
3rd row2023-11-20
4th row2023-11-20
5th row2023-11-20

Common Values

ValueCountFrequency (%)
2023-11-20 31
100.0%

Length

2024-01-06T12:50:19.369322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:19.708979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-20 31
100.0%

접수종료일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
2023-11-29
31 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-11-29
2nd row2023-11-29
3rd row2023-11-29
4th row2023-11-29
5th row2023-11-29

Common Values

ValueCountFrequency (%)
2023-11-29 31
100.0%

Length

2024-01-06T12:50:19.941184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:20.206269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-29 31
100.0%

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
인터넷예약결제및 방문결제
31 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row인터넷예약결제및 방문결제
2nd row인터넷예약결제및 방문결제
3rd row인터넷예약결제및 방문결제
4th row인터넷예약결제및 방문결제
5th row인터넷예약결제및 방문결제

Common Values

ValueCountFrequency (%)
인터넷예약결제및 방문결제 31
100.0%

Length

2024-01-06T12:50:20.548311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:20.977723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷예약결제및 31
50.0%
방문결제 31
50.0%

선정방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
선착순 접수
31 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row선착순 접수
2nd row선착순 접수
3rd row선착순 접수
4th row선착순 접수
5th row선착순 접수

Common Values

ValueCountFrequency (%)
선착순 접수 31
100.0%

Length

2024-01-06T12:50:21.260742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:21.545044image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 31
50.0%
접수 31
50.0%

홈페이지주소
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
https://www.suwonudc.co.kr/suwonsc2
31 

Length

Max length35
Median length35
Mean length35
Min length35

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttps://www.suwonudc.co.kr/suwonsc2
2nd rowhttps://www.suwonudc.co.kr/suwonsc2
3rd rowhttps://www.suwonudc.co.kr/suwonsc2
4th rowhttps://www.suwonudc.co.kr/suwonsc2
5th rowhttps://www.suwonudc.co.kr/suwonsc2

Common Values

ValueCountFrequency (%)
https://www.suwonudc.co.kr/suwonsc2 31
100.0%

Length

2024-01-06T12:50:21.863656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:22.199522image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
https://www.suwonudc.co.kr/suwonsc2 31
100.0%

직업능력개발훈련비지원강좌여부
Boolean

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size163.0 B
False
31 
ValueCountFrequency (%)
False 31
100.0%
2024-01-06T12:50:22.454423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

학점은행제평가(학점)인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size163.0 B
False
31 
ValueCountFrequency (%)
False 31
100.0%
2024-01-06T12:50:22.703166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

평생학습계좌제평가인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size163.0 B
False
31 
ValueCountFrequency (%)
False 31
100.0%
2024-01-06T12:50:22.968488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
2023-11-30
31 

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 31
100.0%

Length

2024-01-06T12:50:23.235451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:50:23.484424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-30 31
100.0%

Sample

강좌명강사명교육시작일자교육종료일자강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
0필라테스 1김성희2023-11-012023-11-30필라테스일반오프라인화목요가전용실2030000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
1GX요가 1김진아2023-11-012023-11-30GX요가일반오프라인월수금GX룸3045000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
2필라테스 6이혜진2023-11-012023-11-30필라테스일반오프라인월수금요가전용실2045000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
3탁구 1정난희2023-11-012023-11-30탁구일반오프라인월수탁구장2060000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
4탁구( 주말 )정난희2023-11-012023-11-30탁구일반오프라인토탁구장960000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
5탁구 2김종숙2023-11-012023-11-30탁구일반오프라인화목탁구장2160000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
6GX필라테스 1김진아2023-11-012023-11-30GX필라테스일반오프라인월수금GX룸3045000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
7크로스트레이닝이은진2023-11-012023-11-30크로스트레이닝일반오프라인화목GX룸2530000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
8필라테스 2이혜진2023-11-012023-11-30필라테스일반오프라인화목요가전용실2030000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
9필라테스 7이혜진2023-11-012023-11-30필라테스일반오프라인월수금요가전용실2045000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
강좌명강사명교육시작일자교육종료일자강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
21요가 2전은정2023-11-012023-11-30요가일반오프라인화목요가전용실2030000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
22점핑피트니스 2정성숙2023-11-012023-11-30점핑피트니스일반오프라인월수금GX룸3060000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
23요가 1최옥주2023-11-012023-11-30요가일반오프라인월수금요가전용실2045000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
24타바타김병임2023-11-012023-11-30타바타일반오프라인화목GX룸4030000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
25태보김병임2023-11-012023-11-30태보일반오프라인월수금GX룸4045000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
26필라테스 8민다솜2023-11-012023-11-30필라테스일반오프라인월수금요가전용실2045000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
27필라테스 4전은정2023-11-012023-11-30필라테스일반오프라인화목요가전용실2030000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
28필라테스 9민다솜2023-11-012023-11-30필라테스일반오프라인화목요가전용실2030000경기도 수원시 권선구 서수원로577번길 171수원도시공사031-259-54002023-11-202023-11-29인터넷예약결제및 방문결제선착순 접수https://www.suwonudc.co.kr/suwonsc2NNN2023-11-30
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