Overview

Dataset statistics

Number of variables17
Number of observations33
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.6 KiB
Average record size in memory142.0 B

Variable types

Categorical10
Text4
Numeric2
DateTime1

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author서초구
URLhttps://data.seoul.go.kr/dataList/OA-12115/S/1/datasetView.do

Alerts

서비스구분 has constant value ""Constant
대분류명 has constant value ""Constant
지역명 has constant value ""Constant
장소X좌표 is highly overall correlated with 서비스대상 and 1 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 접수시작일시High correlation
소분류명 is highly overall correlated with 서비스상태 and 4 other fieldsHigh correlation
서비스상태 is highly overall correlated with 소분류명 and 1 other fieldsHigh correlation
결제방법 is highly overall correlated with 소분류명 and 3 other fieldsHigh correlation
서비스대상 is highly overall correlated with 장소X좌표 and 3 other fieldsHigh correlation
서비스개시시작일시 is highly overall correlated with 소분류명 and 2 other fieldsHigh correlation
접수시작일시 is highly overall correlated with 장소X좌표 and 4 other fieldsHigh correlation
서비스상태 is highly imbalanced (58.9%)Imbalance
서비스대상 is highly imbalanced (52.5%)Imbalance
서비스ID has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-05-11 05:40:49.865971
Analysis finished2024-05-11 05:40:51.762677
Duration1.9 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size396.0 B
자체
33 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
자체 33
100.0%

Length

2024-05-11T14:40:51.874508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T14:40:52.033769image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 33
100.0%

서비스ID
Text

UNIQUE 

Distinct33
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size396.0 B
2024-05-11T14:40:52.299797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters627
Distinct characters11
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique33 ?
Unique (%)100.0%

Sample

1st rowS231228083905252278
2nd rowS231228084202622538
3rd rowS231228084429675712
4th rowS231228085322054681
5th rowS231228085610284315
ValueCountFrequency (%)
s231228083905252278 1
 
3.0%
s240108150811098787 1
 
3.0%
s240112110401242757 1
 
3.0%
s240112145122759929 1
 
3.0%
s240311155035607749 1
 
3.0%
s240112132359346948 1
 
3.0%
s240108151525969653 1
 
3.0%
s240112120300180787 1
 
3.0%
s240112115400796630 1
 
3.0%
s240112121052067234 1
 
3.0%
Other values (23) 23
69.7%
2024-05-11T14:40:52.777042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 114
18.2%
1 110
17.5%
0 82
13.1%
4 59
9.4%
3 45
 
7.2%
5 45
 
7.2%
9 37
 
5.9%
8 36
 
5.7%
S 33
 
5.3%
7 33
 
5.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 594
94.7%
Uppercase Letter 33
 
5.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 114
19.2%
1 110
18.5%
0 82
13.8%
4 59
9.9%
3 45
 
7.6%
5 45
 
7.6%
9 37
 
6.2%
8 36
 
6.1%
7 33
 
5.6%
6 33
 
5.6%
Uppercase Letter
ValueCountFrequency (%)
S 33
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 594
94.7%
Latin 33
 
5.3%

Most frequent character per script

Common
ValueCountFrequency (%)
2 114
19.2%
1 110
18.5%
0 82
13.8%
4 59
9.9%
3 45
 
7.6%
5 45
 
7.6%
9 37
 
6.2%
8 36
 
6.1%
7 33
 
5.6%
6 33
 
5.6%
Latin
ValueCountFrequency (%)
S 33
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 627
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 114
18.2%
1 110
17.5%
0 82
13.1%
4 59
9.4%
3 45
 
7.2%
5 45
 
7.2%
9 37
 
5.9%
8 36
 
5.7%
S 33
 
5.3%
7 33
 
5.3%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size396.0 B
공간시설
33 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
공간시설 33
100.0%

Length

2024-05-11T14:40:52.998422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T14:40:53.164055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공간시설 33
100.0%

소분류명
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)27.3%
Missing0
Missing (%)0.0%
Memory size396.0 B
강의실
녹화장소
강당
회의실
청년공간
Other values (4)

Length

Max length7
Median length6
Mean length3.4848485
Min length2

Unique

Unique2 ?
Unique (%)6.1%

Sample

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

Common Values

ValueCountFrequency (%)
강의실 8
24.2%
녹화장소 6
18.2%
강당 5
15.2%
회의실 5
15.2%
청년공간 3
 
9.1%
다목적실 2
 
6.1%
주민공유공간 2
 
6.1%
공연장 1
 
3.0%
민원 등 기타 1
 
3.0%

Length

2024-05-11T14:40:53.331558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T14:40:53.519786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강의실 8
22.9%
녹화장소 6
17.1%
강당 5
14.3%
회의실 5
14.3%
청년공간 3
 
8.6%
다목적실 2
 
5.7%
주민공유공간 2
 
5.7%
공연장 1
 
2.9%
민원 1
 
2.9%
1
 
2.9%

서비스상태
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct4
Distinct (%)12.1%
Missing0
Missing (%)0.0%
Memory size396.0 B
접수중
28 
예약마감
예약일시중지
 
1
접수종료
 
1

Length

Max length6
Median length3
Mean length3.2121212
Min length3

Unique

Unique2 ?
Unique (%)6.1%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 28
84.8%
예약마감 3
 
9.1%
예약일시중지 1
 
3.0%
접수종료 1
 
3.0%

Length

2024-05-11T14:40:53.725082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T14:40:53.861213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 28
84.8%
예약마감 3
 
9.1%
예약일시중지 1
 
3.0%
접수종료 1
 
3.0%
Distinct32
Distinct (%)97.0%
Missing0
Missing (%)0.0%
Memory size396.0 B
2024-05-11T14:40:54.186732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length20
Mean length17.151515
Min length6

Characters and Unicode

Total characters566
Distinct characters83
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique31 ?
Unique (%)93.9%

Sample

1st row2024년 녹화-잠원한강공원
2nd row2024년 영화촬영(주간)-잠원한강공원
3rd row2024년 영화촬영(야간)-잠원한강공원
4th row2024년 녹화-반포한강공원
5th row2024년 영화촬영(주간)-반포한강공원
ValueCountFrequency (%)
서초구 12
 
11.4%
2024년 6
 
5.7%
4층 6
 
5.7%
소회의실 5
 
4.8%
주민센터 5
 
4.8%
대강당 4
 
3.8%
서초2동 3
 
2.9%
3
 
2.9%
서초 3
 
2.9%
서울청년센터 3
 
2.9%
Other values (44) 55
52.4%
2024-05-11T14:40:54.745098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
76
 
13.4%
2 25
 
4.4%
23
 
4.1%
22
 
3.9%
20
 
3.5%
20
 
3.5%
20
 
3.5%
4 16
 
2.8%
15
 
2.7%
15
 
2.7%
Other values (73) 314
55.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 408
72.1%
Space Separator 76
 
13.4%
Decimal Number 63
 
11.1%
Dash Punctuation 9
 
1.6%
Close Punctuation 5
 
0.9%
Open Punctuation 5
 
0.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
23
 
5.6%
22
 
5.4%
20
 
4.9%
20
 
4.9%
20
 
4.9%
15
 
3.7%
15
 
3.7%
15
 
3.7%
13
 
3.2%
13
 
3.2%
Other values (63) 232
56.9%
Decimal Number
ValueCountFrequency (%)
2 25
39.7%
4 16
25.4%
1 7
 
11.1%
0 6
 
9.5%
3 6
 
9.5%
5 3
 
4.8%
Space Separator
ValueCountFrequency (%)
76
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 9
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 408
72.1%
Common 158
 
27.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
23
 
5.6%
22
 
5.4%
20
 
4.9%
20
 
4.9%
20
 
4.9%
15
 
3.7%
15
 
3.7%
15
 
3.7%
13
 
3.2%
13
 
3.2%
Other values (63) 232
56.9%
Common
ValueCountFrequency (%)
76
48.1%
2 25
 
15.8%
4 16
 
10.1%
- 9
 
5.7%
1 7
 
4.4%
0 6
 
3.8%
3 6
 
3.8%
) 5
 
3.2%
( 5
 
3.2%
5 3
 
1.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 408
72.1%
ASCII 158
 
27.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
76
48.1%
2 25
 
15.8%
4 16
 
10.1%
- 9
 
5.7%
1 7
 
4.4%
0 6
 
3.8%
3 6
 
3.8%
) 5
 
3.2%
( 5
 
3.2%
5 3
 
1.9%
Hangul
ValueCountFrequency (%)
23
 
5.6%
22
 
5.4%
20
 
4.9%
20
 
4.9%
20
 
4.9%
15
 
3.7%
15
 
3.7%
15
 
3.7%
13
 
3.2%
13
 
3.2%
Other values (63) 232
56.9%

결제방법
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size396.0 B
무료
22 
유료
유료(요금안내문의)

Length

Max length10
Median length2
Mean length2.969697
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
무료 22
66.7%
유료 7
 
21.2%
유료(요금안내문의) 4
 
12.1%

Length

2024-05-11T14:40:54.948359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T14:40:55.129090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 22
66.7%
유료 7
 
21.2%
유료(요금안내문의 4
 
12.1%
Distinct25
Distinct (%)75.8%
Missing0
Missing (%)0.0%
Memory size396.0 B
2024-05-11T14:40:55.428648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length18
Mean length12.606061
Min length6

Characters and Unicode

Total characters416
Distinct characters70
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique20 ?
Unique (%)60.6%

Sample

1st row잠원한강공원>잠원안내센터
2nd row잠원한강공원>잠원안내센터
3rd row잠원한강공원>잠원안내센터
4th row반포한강공원
5th row반포한강공원
ValueCountFrequency (%)
주민센터 7
 
9.5%
소회의실 5
 
6.8%
4층 4
 
5.4%
잠원한강공원>잠원안내센터 3
 
4.1%
서울청년센터 3
 
4.1%
서초 3
 
4.1%
반포한강공원 3
 
4.1%
서초2동주민센터 3
 
4.1%
2층 2
 
2.7%
잠원동주민센터 2
 
2.7%
Other values (33) 39
52.7%
2024-05-11T14:40:55.998828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
43
 
10.3%
26
 
6.2%
26
 
6.2%
22
 
5.3%
18
 
4.3%
18
 
4.3%
14
 
3.4%
14
 
3.4%
13
 
3.1%
11
 
2.6%
Other values (60) 211
50.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 333
80.0%
Space Separator 43
 
10.3%
Decimal Number 32
 
7.7%
Math Symbol 3
 
0.7%
Lowercase Letter 2
 
0.5%
Other Punctuation 1
 
0.2%
Open Punctuation 1
 
0.2%
Close Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
26
 
7.8%
26
 
7.8%
22
 
6.6%
18
 
5.4%
18
 
5.4%
14
 
4.2%
14
 
4.2%
13
 
3.9%
11
 
3.3%
11
 
3.3%
Other values (47) 160
48.0%
Decimal Number
ValueCountFrequency (%)
2 10
31.2%
4 7
21.9%
3 6
18.8%
1 6
18.8%
9 2
 
6.2%
5 1
 
3.1%
Lowercase Letter
ValueCountFrequency (%)
o 1
50.0%
n 1
50.0%
Space Separator
ValueCountFrequency (%)
43
100.0%
Math Symbol
ValueCountFrequency (%)
> 3
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 333
80.0%
Common 81
 
19.5%
Latin 2
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
26
 
7.8%
26
 
7.8%
22
 
6.6%
18
 
5.4%
18
 
5.4%
14
 
4.2%
14
 
4.2%
13
 
3.9%
11
 
3.3%
11
 
3.3%
Other values (47) 160
48.0%
Common
ValueCountFrequency (%)
43
53.1%
2 10
 
12.3%
4 7
 
8.6%
3 6
 
7.4%
1 6
 
7.4%
> 3
 
3.7%
9 2
 
2.5%
5 1
 
1.2%
. 1
 
1.2%
( 1
 
1.2%
Latin
ValueCountFrequency (%)
o 1
50.0%
n 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 333
80.0%
ASCII 83
 
20.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
43
51.8%
2 10
 
12.0%
4 7
 
8.4%
3 6
 
7.2%
1 6
 
7.2%
> 3
 
3.6%
9 2
 
2.4%
5 1
 
1.2%
. 1
 
1.2%
o 1
 
1.2%
Other values (3) 3
 
3.6%
Hangul
ValueCountFrequency (%)
26
 
7.8%
26
 
7.8%
22
 
6.6%
18
 
5.4%
18
 
5.4%
14
 
4.2%
14
 
4.2%
13
 
3.9%
11
 
3.3%
11
 
3.3%
Other values (47) 160
48.0%

서비스대상
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct4
Distinct (%)12.1%
Missing0
Missing (%)0.0%
Memory size396.0 B
제한없음
27 
청년(만19세~39세)
성인
 
2
청소년
 
1

Length

Max length13
Median length5
Mean length5.5757576
Min length3

Unique

Unique1 ?
Unique (%)3.0%

Sample

1st row 제한없음
2nd row 제한없음
3rd row 제한없음
4th row 제한없음
5th row 제한없음

Common Values

ValueCountFrequency (%)
제한없음 27
81.8%
청년(만19세~39세) 3
 
9.1%
성인 2
 
6.1%
청소년 1
 
3.0%

Length

2024-05-11T14:40:56.250715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T14:40:56.453008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제한없음 27
81.8%
청년(만19세~39세 3
 
9.1%
성인 2
 
6.1%
청소년 1
 
3.0%

바로가기URL
Text

UNIQUE 

Distinct33
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size396.0 B
2024-05-11T14:40:56.875344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length92
Median length92
Mean length92
Min length92

Characters and Unicode

Total characters3036
Distinct characters39
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique33 ?
Unique (%)100.0%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228083905252278
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228084202622538
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228084429675712
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228085322054681
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228085610284315
ValueCountFrequency (%)
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s231228083905252278 1
 
3.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240108150811098787 1
 
3.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240112110401242757 1
 
3.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240112145122759929 1
 
3.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240311155035607749 1
 
3.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240112132359346948 1
 
3.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240108151525969653 1
 
3.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240112120300180787 1
 
3.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240112115400796630 1
 
3.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240112121052067234 1
 
3.0%
Other values (23) 23
69.7%
2024-05-11T14:40:57.386629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 330
 
10.9%
s 231
 
7.6%
r 165
 
5.4%
/ 165
 
5.4%
t 132
 
4.3%
. 132
 
4.3%
o 132
 
4.3%
v 132
 
4.3%
2 114
 
3.8%
1 110
 
3.6%
Other values (29) 1393
45.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1881
62.0%
Decimal Number 594
 
19.6%
Other Punctuation 363
 
12.0%
Uppercase Letter 99
 
3.3%
Connector Punctuation 66
 
2.2%
Math Symbol 33
 
1.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 330
17.5%
s 231
12.3%
r 165
 
8.8%
t 132
 
7.0%
o 132
 
7.0%
v 132
 
7.0%
i 99
 
5.3%
d 66
 
3.5%
c 66
 
3.5%
w 66
 
3.5%
Other values (10) 462
24.6%
Decimal Number
ValueCountFrequency (%)
2 114
19.2%
1 110
18.5%
0 82
13.8%
4 59
9.9%
5 45
 
7.6%
3 45
 
7.6%
9 37
 
6.2%
8 36
 
6.1%
7 33
 
5.6%
6 33
 
5.6%
Other Punctuation
ValueCountFrequency (%)
/ 165
45.5%
. 132
36.4%
? 33
 
9.1%
: 33
 
9.1%
Uppercase Letter
ValueCountFrequency (%)
S 33
33.3%
V 33
33.3%
R 33
33.3%
Connector Punctuation
ValueCountFrequency (%)
_ 66
100.0%
Math Symbol
ValueCountFrequency (%)
= 33
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1980
65.2%
Common 1056
34.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 330
16.7%
s 231
11.7%
r 165
 
8.3%
t 132
 
6.7%
o 132
 
6.7%
v 132
 
6.7%
i 99
 
5.0%
d 66
 
3.3%
c 66
 
3.3%
w 66
 
3.3%
Other values (13) 561
28.3%
Common
ValueCountFrequency (%)
/ 165
15.6%
. 132
12.5%
2 114
10.8%
1 110
10.4%
0 82
7.8%
_ 66
 
6.2%
4 59
 
5.6%
5 45
 
4.3%
3 45
 
4.3%
9 37
 
3.5%
Other values (6) 201
19.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3036
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 330
 
10.9%
s 231
 
7.6%
r 165
 
5.4%
/ 165
 
5.4%
t 132
 
4.3%
. 132
 
4.3%
o 132
 
4.3%
v 132
 
4.3%
2 114
 
3.8%
1 110
 
3.6%
Other values (29) 1393
45.9%

장소X좌표
Real number (ℝ)

HIGH CORRELATION 

Distinct20
Distinct (%)60.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.00907
Minimum126.98539
Maximum127.05831
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size429.0 B
2024-05-11T14:40:57.565376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.98539
5-th percentile126.98753
Q1126.99273
median127.00561
Q3127.01947
95-th percentile127.04809
Maximum127.05831
Range0.072918514
Interquartile range (IQR)0.02673711

Descriptive statistics

Standard deviation0.018780605
Coefficient of variation (CV)0.00014786822
Kurtosis1.1083279
Mean127.00907
Median Absolute Deviation (MAD)0.012880293
Skewness1.1012487
Sum4191.2993
Variance0.00035271113
MonotonicityNot monotonic
2024-05-11T14:40:57.731937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
127.01227135864973 3
 
9.1%
127.0249494559503 3
 
9.1%
126.9927298532 3
 
9.1%
127.00475272009592 3
 
9.1%
127.05831 2
 
6.1%
126.99229 2
 
6.1%
127.00561014664976 2
 
6.1%
126.99256 2
 
6.1%
127.01946696284357 2
 
6.1%
127.02684233154628 1
 
3.0%
Other values (10) 10
30.3%
ValueCountFrequency (%)
126.98539148581364 1
 
3.0%
126.98556008792184 1
 
3.0%
126.98884571 1
 
3.0%
126.99229 2
6.1%
126.99256 2
6.1%
126.9927298532 3
9.1%
126.9944718411492 1
 
3.0%
126.9945141085156 1
 
3.0%
127.00033021062798 1
 
3.0%
127.00475272009592 3
9.1%
ValueCountFrequency (%)
127.05831 2
6.1%
127.04128417206888 1
 
3.0%
127.02684233154628 1
 
3.0%
127.0249494559503 3
9.1%
127.01946696284357 2
6.1%
127.01404 1
 
3.0%
127.0139806685506 1
 
3.0%
127.01341 1
 
3.0%
127.01227135864973 3
9.1%
127.00561014664976 2
6.1%

장소Y좌표
Real number (ℝ)

HIGH CORRELATION 

Distinct20
Distinct (%)60.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.496813
Minimum37.44936
Maximum37.52075
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size429.0 B
2024-05-11T14:40:57.899380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.44936
5-th percentile37.46213
Q137.48903
median37.498266
Q337.507693
95-th percentile37.52075
Maximum37.52075
Range0.071390186
Interquartile range (IQR)0.018663251

Descriptive statistics

Standard deviation0.017475083
Coefficient of variation (CV)0.00046604181
Kurtosis1.6089562
Mean37.496813
Median Absolute Deviation (MAD)0.0094273452
Skewness-1.1017473
Sum1237.3948
Variance0.00030537852
MonotonicityNot monotonic
2024-05-11T14:40:58.097703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
37.520750186462806 3
 
9.1%
37.49207099773131 3
 
9.1%
37.507693251 3
 
9.1%
37.503644725676274 3
 
9.1%
37.44936 2
 
6.1%
37.48903 2
 
6.1%
37.51204699576554 2
 
6.1%
37.48545 2
 
6.1%
37.490190724735626 2
 
6.1%
37.49826590584779 1
 
3.0%
Other values (10) 10
30.3%
ValueCountFrequency (%)
37.44936 2
6.1%
37.4706440308987 1
 
3.0%
37.47977218480453 1
 
3.0%
37.48336255944229 1
 
3.0%
37.48545 2
6.1%
37.48903 2
6.1%
37.490190724735626 2
6.1%
37.49207099773131 3
9.1%
37.4941490261 1
 
3.0%
37.497486881318245 1
 
3.0%
ValueCountFrequency (%)
37.520750186462806 3
9.1%
37.51496915876516 1
 
3.0%
37.51496 1
 
3.0%
37.51204699576554 2
6.1%
37.507693251 3
9.1%
37.50691407308907 1
 
3.0%
37.50509 1
 
3.0%
37.504586679448366 1
 
3.0%
37.503644725676274 3
9.1%
37.49826590584779 1
 
3.0%

서비스개시시작일시
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)27.3%
Missing0
Missing (%)0.0%
Memory size396.0 B
2024-01-01 00:00:00.0
10 
2023-12-28 00:00:00.0
2024-01-02 00:00:00.0
2024-01-15 00:00:00.0
2024-03-29 00:00:00.0
Other values (4)

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique3 ?
Unique (%)9.1%

Sample

1st row2023-12-28 00:00:00.0
2nd row2023-12-28 00:00:00.0
3rd row2023-12-28 00:00:00.0
4th row2023-12-28 00:00:00.0
5th row2023-12-28 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-01-01 00:00:00.0 10
30.3%
2023-12-28 00:00:00.0 6
18.2%
2024-01-02 00:00:00.0 6
18.2%
2024-01-15 00:00:00.0 3
 
9.1%
2024-03-29 00:00:00.0 3
 
9.1%
2024-01-04 00:00:00.0 2
 
6.1%
2024-01-12 00:00:00.0 1
 
3.0%
2022-01-01 00:00:00.0 1
 
3.0%
2024-03-12 00:00:00.0 1
 
3.0%

Length

2024-05-11T14:40:58.293799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T14:40:58.487369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
00:00:00.0 33
50.0%
2024-01-01 10
 
15.2%
2023-12-28 6
 
9.1%
2024-01-02 6
 
9.1%
2024-01-15 3
 
4.5%
2024-03-29 3
 
4.5%
2024-01-04 2
 
3.0%
2024-01-12 1
 
1.5%
2022-01-01 1
 
1.5%
2024-03-12 1
 
1.5%
Distinct5
Distinct (%)15.2%
Missing0
Missing (%)0.0%
Memory size396.0 B
2024-12-31 00:00:00.0
25 
2024-06-28 00:00:00.0
2024-12-27 00:00:00.0
 
2
2024-06-30 00:00:00.0
 
2
2032-12-31 00:00:00.0
 
1

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique1 ?
Unique (%)3.0%

Sample

1st row2024-12-31 00:00:00.0
2nd row2024-12-31 00:00:00.0
3rd row2024-12-31 00:00:00.0
4th row2024-12-31 00:00:00.0
5th row2024-12-31 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-12-31 00:00:00.0 25
75.8%
2024-06-28 00:00:00.0 3
 
9.1%
2024-12-27 00:00:00.0 2
 
6.1%
2024-06-30 00:00:00.0 2
 
6.1%
2032-12-31 00:00:00.0 1
 
3.0%

Length

2024-05-11T14:40:58.806108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T14:40:59.055699image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
00:00:00.0 33
50.0%
2024-12-31 25
37.9%
2024-06-28 3
 
4.5%
2024-12-27 2
 
3.0%
2024-06-30 2
 
3.0%
2032-12-31 1
 
1.5%

접수시작일시
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)39.4%
Missing0
Missing (%)0.0%
Memory size396.0 B
2023-12-28 00:00:00.0
2024-01-01 00:00:00.0
2024-01-12 00:00:00.0
2024-01-02 00:00:00.0
2024-03-29 00:01:00.0
Other values (8)
12 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique4 ?
Unique (%)12.1%

Sample

1st row2023-12-28 00:00:00.0
2nd row2023-12-28 00:00:00.0
3rd row2023-12-28 00:00:00.0
4th row2023-12-28 00:00:00.0
5th row2023-12-28 00:00:00.0

Common Values

ValueCountFrequency (%)
2023-12-28 00:00:00.0 6
18.2%
2024-01-01 00:00:00.0 5
15.2%
2024-01-12 00:00:00.0 4
12.1%
2024-01-02 00:00:00.0 3
9.1%
2024-03-29 00:01:00.0 3
9.1%
2024-01-04 09:00:00.0 2
 
6.1%
2024-01-02 09:00:00.0 2
 
6.1%
2024-01-01 00:01:00.0 2
 
6.1%
2024-01-15 00:00:00.0 2
 
6.1%
2024-01-15 00:01:00.0 1
 
3.0%
Other values (3) 3
9.1%

Length

2024-05-11T14:40:59.247740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
00:00:00.0 21
31.8%
2024-01-01 7
 
10.6%
00:01:00.0 7
 
10.6%
2023-12-28 6
 
9.1%
2024-01-02 6
 
9.1%
2024-01-12 4
 
6.1%
09:00:00.0 4
 
6.1%
2024-03-29 3
 
4.5%
2024-01-15 3
 
4.5%
2024-01-04 2
 
3.0%
Other values (3) 3
 
4.5%
Distinct17
Distinct (%)51.5%
Missing0
Missing (%)0.0%
Memory size396.0 B
Minimum2024-01-12 00:00:00
Maximum2032-12-31 00:00:00
2024-05-11T14:40:59.708343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T14:40:59.867153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size396.0 B
서초구
33 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서초구 33
100.0%

Length

2024-05-11T14:41:00.093619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T14:41:00.253376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서초구 33
100.0%

Interactions

2024-05-11T14:40:51.013389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T14:40:50.782627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T14:40:51.149320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T14:40:50.902464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-11T14:41:00.386923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명1.0001.0000.7781.0000.9890.9850.7651.0000.4390.6100.9530.5850.8770.874
서비스상태1.0000.7781.0000.0000.0000.8290.8641.0000.0000.2770.0000.0000.0000.617
서비스명1.0001.0000.0001.0001.0001.0000.0001.0001.0001.0000.0001.0000.7830.935
결제방법1.0000.9890.0001.0001.0001.0000.5581.0000.5250.5650.9840.0000.9130.843
장소명1.0000.9850.8291.0001.0001.0000.8281.0001.0001.0000.9751.0000.9880.978
서비스대상1.0000.7650.8640.0000.5580.8281.0001.0000.9130.5560.6370.5780.6130.970
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표1.0000.4390.0001.0000.5251.0000.9131.0001.0000.9470.7530.5990.8700.916
장소Y좌표1.0000.6100.2771.0000.5651.0000.5561.0000.9471.0000.7560.2370.9050.861
서비스개시시작일시1.0000.9530.0000.0000.9840.9750.6371.0000.7530.7561.0000.7330.9770.902
서비스개시종료일시1.0000.5850.0001.0000.0001.0000.5781.0000.5990.2370.7331.0000.7981.000
접수시작일시1.0000.8770.0000.7830.9130.9880.6131.0000.8700.9050.9770.7981.0000.903
접수종료일시1.0000.8740.6170.9350.8430.9780.9701.0000.9160.8610.9021.0000.9031.000
2024-05-11T14:41:00.625213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스개시시작일시서비스상태접수시작일시결제방법소분류명서비스대상서비스개시종료일시
서비스개시시작일시1.0000.0000.8340.7570.6400.4170.492
서비스상태0.0001.0000.0000.0000.5700.5240.000
접수시작일시0.8340.0001.0000.6860.5720.3230.495
결제방법0.7570.0000.6861.0000.7770.5540.000
소분류명0.6400.5700.5720.7771.0000.5530.348
서비스대상0.4170.5240.3230.5540.5531.0000.493
서비스개시종료일시0.4920.0000.4950.0000.3480.4931.000
2024-05-11T14:41:00.810770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장소X좌표장소Y좌표소분류명서비스상태결제방법서비스대상서비스개시시작일시서비스개시종료일시접수시작일시
장소X좌표1.000-0.0640.2070.0000.3490.5750.4800.3910.567
장소Y좌표-0.0641.0000.3360.0820.3860.2420.4840.1090.636
소분류명0.2070.3361.0000.5700.7770.5530.6400.3480.572
서비스상태0.0000.0820.5701.0000.0000.5240.0000.0000.000
결제방법0.3490.3860.7770.0001.0000.5540.7570.0000.686
서비스대상0.5750.2420.5530.5240.5541.0000.4170.4930.323
서비스개시시작일시0.4800.4840.6400.0000.7570.4171.0000.4920.834
서비스개시종료일시0.3910.1090.3480.0000.0000.4930.4921.0000.495
접수시작일시0.5670.6360.5720.0000.6860.3230.8340.4951.000

Missing values

2024-05-11T14:40:51.347857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-11T14:40:51.654720image/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

서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
0자체S231228083905252278공간시설녹화장소접수중2024년 녹화-잠원한강공원유료잠원한강공원>잠원안내센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228083905252278127.01227137.520752023-12-28 00:00:00.02024-12-31 00:00:00.02023-12-28 00:00:00.02024-12-31 23:59:00.0서초구
1자체S231228084202622538공간시설녹화장소접수중2024년 영화촬영(주간)-잠원한강공원유료잠원한강공원>잠원안내센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228084202622538127.01227137.520752023-12-28 00:00:00.02024-12-31 00:00:00.02023-12-28 00:00:00.02024-12-31 23:59:00.0서초구
2자체S231228084429675712공간시설녹화장소접수중2024년 영화촬영(야간)-잠원한강공원유료잠원한강공원>잠원안내센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228084429675712127.01227137.520752023-12-28 00:00:00.02024-12-31 00:00:00.02023-12-28 00:00:00.02024-12-31 23:59:00.0서초구
3자체S231228085322054681공간시설녹화장소접수중2024년 녹화-반포한강공원유료반포한강공원제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228085322054681126.9927337.5076932023-12-28 00:00:00.02024-12-31 00:00:00.02023-12-28 00:00:00.02024-12-31 23:59:00.0서초구
4자체S231228085610284315공간시설녹화장소접수중2024년 영화촬영(주간)-반포한강공원유료반포한강공원제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228085610284315126.9927337.5076932023-12-28 00:00:00.02024-12-31 00:00:00.02023-12-28 00:00:00.02024-12-31 23:59:00.0서초구
5자체S231228090937644703공간시설녹화장소접수중2024년 영화촬영(야간)-반포한강공원유료반포한강공원제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231228090937644703126.9927337.5076932023-12-28 00:00:00.02024-12-31 00:00:00.02023-12-28 00:00:00.02024-12-31 23:59:00.0서초구
6자체S240104091254073361공간시설강당접수중서초구 내곡열린문화센터 4층 대강당무료내곡동 주민센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240104091254073361127.0583137.449362024-01-04 00:00:00.02024-12-31 00:00:00.02024-01-04 09:00:00.02024-12-27 18:00:00.0서초구
7자체S240104134255444599공간시설다목적실접수중서초구 내곡열린문화센터 지하2층 다목적실무료내곡동 주민센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240104134255444599127.0583137.449362024-01-04 00:00:00.02024-12-31 00:00:00.02024-01-04 09:00:00.02024-12-27 18:00:00.0서초구
8자체S240112110406157449공간시설회의실접수중방배1동 주민센터 2층 소회의실무료서울시 서초구 방배1동 주민센터 2층 소회의실제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240112110406157449126.99451437.4833632024-01-01 00:00:00.02024-12-31 00:00:00.02024-01-12 00:00:00.02024-12-31 00:00:00.0서초구
9자체S231227095224787828공간시설강의실접수중방배2동 주민센터 4층 문화교실무료서초구 방배2동 주민센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231227095224787828126.9855637.4797722024-01-02 00:00:00.02024-12-27 00:00:00.02024-01-02 00:00:00.02024-12-27 00:00:00.0서초구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
23자체S211206093221649186공간시설민원 등 기타접수중반포 슬로프무료반포 슬로프제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S211206093221649186126.98539137.5069142022-01-01 00:00:00.02032-12-31 00:00:00.02022-01-01 00:00:00.02032-12-31 00:00:00.0서초구
24자체S240112121052067234공간시설청년공간접수중서울청년센터 서초 - 스터디룸4유료(요금안내문의)서울청년센터 서초청년(만19세~39세)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240112121052067234127.00475337.5036452024-03-29 00:00:00.02024-12-31 00:00:00.02024-03-29 00:01:00.02024-12-31 00:01:00.0서초구
25자체S240112115400796630공간시설청년공간접수중서울청년센터 서초 - 스튜디오2유료(요금안내문의)서울청년센터 서초청년(만19세~39세)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240112115400796630127.00475337.5036452024-03-29 00:00:00.02024-12-31 00:00:00.02024-03-29 00:01:00.02024-12-31 00:02:00.0서초구
26자체S240112120300180787공간시설청년공간접수중서울청년센터 서초 - 스터디룸5유료(요금안내문의)서울청년센터 서초청년(만19세~39세)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240112120300180787127.00475337.5036452024-03-29 00:00:00.02024-12-31 00:00:00.02024-03-29 00:01:00.02024-12-31 00:02:00.0서초구
27자체S240108151525969653공간시설강당접수중서초구 잠원동주민센터 대강당무료잠원동주민센터 대강당제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240108151525969653127.0140437.514962024-01-01 00:00:00.02024-06-28 00:00:00.02024-01-01 00:01:00.02024-06-28 00:02:00.0서초구
28자체S240112132359346948공간시설주민공유공간접수종료방배1동반딧불센터 커뮤니티공간무료방배1동반딧불센터청소년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240112132359346948126.9925637.485452024-01-01 00:00:00.02024-12-31 00:00:00.02024-01-12 00:00:00.02024-01-12 00:00:00.0서초구
29자체S240311155035607749공간시설주민공유공간접수중방배1동반딧불센터 커뮤니티공간무료방배1동반딧불센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240311155035607749126.9925637.485452024-03-12 00:00:00.02024-12-31 00:00:00.02024-03-12 10:01:00.02024-12-27 18:00:00.0서초구
30자체S240112145122759929공간시설회의실접수중서초구 반포1동주민센터 5층 소회의실무료반포1동주민센터 5층 소회의실제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240112145122759929127.0134137.505092024-01-15 00:00:00.02024-12-31 00:00:00.02024-01-15 00:00:00.02024-12-30 00:00:00.0서초구
31자체S240112110401242757공간시설강당예약마감방배4동주민센터 4층 강당유료방배4동주민센터 4층 강당제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240112110401242757126.9922937.489032024-01-01 00:00:00.02024-12-31 00:00:00.02024-01-01 00:00:00.02024-12-31 00:00:00.0서초구
32자체S240115173649888865공간시설강의실예약마감방배4동 자치회관 4층 문화교실2무료방배4동 자치회관 4층 문화교실2제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240115173649888865126.9922937.489032024-01-15 00:00:00.02024-12-31 00:00:00.02024-01-15 00:00:00.02024-12-31 00:00:00.0서초구