Overview

Dataset statistics

Number of variables17
Number of observations27
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.8 KiB
Average record size in memory142.9 B

Variable types

Categorical9
Text4
Numeric2
DateTime2

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author관악구
URLhttps://data.seoul.go.kr/dataList/OA-12153/S/1/datasetView.do

Alerts

대분류명 has constant value ""Constant
지역명 has constant value ""Constant
장소X좌표 is highly overall correlated with 서비스구분 and 5 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 결제방법 and 2 other fieldsHigh correlation
서비스구분 is highly overall correlated with 장소X좌표 and 2 other fieldsHigh correlation
소분류명 is highly overall correlated with 장소X좌표 and 2 other fieldsHigh correlation
서비스상태 is highly overall correlated with 서비스개시종료일시 and 1 other fieldsHigh correlation
결제방법 is highly overall correlated with 장소X좌표 and 2 other fieldsHigh correlation
장소명 is highly overall correlated with 장소X좌표 and 5 other fieldsHigh correlation
서비스개시종료일시 is highly overall correlated with 장소X좌표 and 2 other fieldsHigh correlation
접수시작일시 is highly overall correlated with 장소X좌표 and 6 other fieldsHigh correlation
서비스구분 is highly imbalanced (77.1%)Imbalance
소분류명 is highly imbalanced (77.1%)Imbalance
서비스상태 is highly imbalanced (52.5%)Imbalance
결제방법 is highly imbalanced (61.9%)Imbalance
서비스ID has unique valuesUnique
서비스명 has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-05-11 08:34:42.614078
Analysis finished2024-05-11 08:34:47.178069
Duration4.56 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)7.4%
Missing0
Missing (%)0.0%
Memory size348.0 B
자체
26 
연계
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)3.7%

Sample

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

Common Values

ValueCountFrequency (%)
자체 26
96.3%
연계 1
 
3.7%

Length

2024-05-11T08:34:47.388206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T08:34:47.731186image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 26
96.3%
연계 1
 
3.7%

서비스ID
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2024-05-11T08:34:48.188224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length18.740741
Min length12

Characters and Unicode

Total characters506
Distinct characters17
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique27 ?
Unique (%)100.0%

Sample

1st rowS240417123249677729
2nd rowS240422203923511851
3rd rowS240425170513960645
4th rowS240310143325971404
5th rowS240409182547366288
ValueCountFrequency (%)
s240417123249677729 1
 
3.7%
s240418092434775890 1
 
3.7%
s240419183556961071 1
 
3.7%
s240508163849958632 1
 
3.7%
s240503161610702756 1
 
3.7%
s240419183022587243 1
 
3.7%
s240419182437514666 1
 
3.7%
s240419181619002948 1
 
3.7%
s240419180936820986 1
 
3.7%
s240419175814235005 1
 
3.7%
Other values (17) 17
63.0%
2024-05-11T08:34:49.169276image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4 76
15.0%
0 72
14.2%
2 69
13.6%
1 65
12.8%
9 36
7.1%
8 34
6.7%
3 34
6.7%
5 32
6.3%
6 29
 
5.7%
7 27
 
5.3%
Other values (7) 32
6.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 474
93.7%
Uppercase Letter 31
 
6.1%
Dash Punctuation 1
 
0.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 76
16.0%
0 72
15.2%
2 69
14.6%
1 65
13.7%
9 36
7.6%
8 34
7.2%
3 34
7.2%
5 32
6.8%
6 29
 
6.1%
7 27
 
5.7%
Uppercase Letter
ValueCountFrequency (%)
S 26
83.9%
X 1
 
3.2%
M 1
 
3.2%
L 1
 
3.2%
G 1
 
3.2%
A 1
 
3.2%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 475
93.9%
Latin 31
 
6.1%

Most frequent character per script

Common
ValueCountFrequency (%)
4 76
16.0%
0 72
15.2%
2 69
14.5%
1 65
13.7%
9 36
7.6%
8 34
7.2%
3 34
7.2%
5 32
6.7%
6 29
 
6.1%
7 27
 
5.7%
Latin
ValueCountFrequency (%)
S 26
83.9%
X 1
 
3.2%
M 1
 
3.2%
L 1
 
3.2%
G 1
 
3.2%
A 1
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 506
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4 76
15.0%
0 72
14.2%
2 69
13.6%
1 65
12.8%
9 36
7.1%
8 34
6.7%
3 34
6.7%
5 32
6.3%
6 29
 
5.7%
7 27
 
5.3%
Other values (7) 32
6.3%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
문화체험
27 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
문화체험 27
100.0%

Length

2024-05-11T08:34:49.606426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T08:34:49.896867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화체험 27
100.0%

소분류명
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)7.4%
Missing0
Missing (%)0.0%
Memory size348.0 B
산림여가
26 
서울형키즈카페
 
1

Length

Max length7
Median length4
Mean length4.1111111
Min length4

Unique

Unique1 ?
Unique (%)3.7%

Sample

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

Common Values

ValueCountFrequency (%)
산림여가 26
96.3%
서울형키즈카페 1
 
3.7%

Length

2024-05-11T08:34:50.253531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T08:34:50.676187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
산림여가 26
96.3%
서울형키즈카페 1
 
3.7%

서비스상태
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size348.0 B
접수중
23 
접수종료
 
2
예약마감
 
2

Length

Max length4
Median length3
Mean length3.1481481
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 23
85.2%
접수종료 2
 
7.4%
예약마감 2
 
7.4%

Length

2024-05-11T08:34:50.974492image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T08:34:51.254602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 23
85.2%
접수종료 2
 
7.4%
예약마감 2
 
7.4%

서비스명
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2024-05-11T08:34:51.790718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length57
Median length47
Mean length42.148148
Min length17

Characters and Unicode

Total characters1138
Distinct characters163
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique27 ?
Unique (%)100.0%

Sample

1st row(5월, 유료, 신장 140cm이상) 관악산 모험숲 (주차 불가)
2nd row관악구 선우 유아숲 시설 체험 해보기 '함께해요 오후의 숲산책 ' (수요일 주중 4시 )
3rd row관악구 선우 '숲으로 가족 소풍가요' (토.일 주말 )
4th row[관악구, 대학동유아숲체험원] 시설체험해보기(월, 수, 목 오후 1시~3시)
5th row[유아숲] 관악구 낙성대유아숲. 숲 속으로 '퐁당퐁당'(토,일 주말)
ValueCountFrequency (%)
관악구 24
 
10.1%
관악산 12
 
5.1%
오후 10
 
4.2%
10
 
4.2%
5월 8
 
3.4%
산림치유 8
 
3.4%
숲해설 7
 
3.0%
오전 7
 
3.0%
산림치유센터 6
 
2.5%
유아숲 6
 
2.5%
Other values (98) 139
58.6%
2024-05-11T08:34:52.982607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
210
 
18.5%
, 64
 
5.6%
숲 40
 
3.5%
관 39
 
3.4%
( 38
 
3.3%
) 38
 
3.3%
악 37
 
3.3%
유 33
 
2.9%
산 32
 
2.8%
구 29
 
2.5%
Other values (153) 578
50.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 709
62.3%
Space Separator 210
 
18.5%
Other Punctuation 88
 
7.7%
Open Punctuation 47
 
4.1%
Close Punctuation 47
 
4.1%
Decimal Number 27
 
2.4%
Uppercase Letter 4
 
0.4%
Math Symbol 3
 
0.3%
Lowercase Letter 2
 
0.2%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
숲 40
 
5.6%
관 39
 
5.5%
악 37
 
5.2%
유 33
 
4.7%
산 32
 
4.5%
구 29
 
4.1%
오 22
 
3.1%
월 20
 
2.8%
치 17
 
2.4%
해 15
 
2.1%
Other values (129) 425
59.9%
Other Punctuation
ValueCountFrequency (%)
, 64
72.7%
' 12
 
13.6%
: 6
 
6.8%
. 4
 
4.5%
! 1
 
1.1%
/ 1
 
1.1%
Decimal Number
ValueCountFrequency (%)
5 16
59.3%
1 4
 
14.8%
4 3
 
11.1%
3 2
 
7.4%
2 1
 
3.7%
0 1
 
3.7%
Uppercase Letter
ValueCountFrequency (%)
O 2
50.0%
L 1
25.0%
H 1
25.0%
Open Punctuation
ValueCountFrequency (%)
( 38
80.9%
[ 9
 
19.1%
Close Punctuation
ValueCountFrequency (%)
) 38
80.9%
] 9
 
19.1%
Lowercase Letter
ValueCountFrequency (%)
m 1
50.0%
c 1
50.0%
Space Separator
ValueCountFrequency (%)
210
100.0%
Math Symbol
ValueCountFrequency (%)
~ 3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 709
62.3%
Common 423
37.2%
Latin 6
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
숲 40
 
5.6%
관 39
 
5.5%
악 37
 
5.2%
유 33
 
4.7%
산 32
 
4.5%
구 29
 
4.1%
오 22
 
3.1%
월 20
 
2.8%
치 17
 
2.4%
해 15
 
2.1%
Other values (129) 425
59.9%
Common
ValueCountFrequency (%)
210
49.6%
, 64
 
15.1%
( 38
 
9.0%
) 38
 
9.0%
5 16
 
3.8%
' 12
 
2.8%
[ 9
 
2.1%
] 9
 
2.1%
: 6
 
1.4%
. 4
 
0.9%
Other values (9) 17
 
4.0%
Latin
ValueCountFrequency (%)
O 2
33.3%
m 1
16.7%
c 1
16.7%
L 1
16.7%
H 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 709
62.3%
ASCII 429
37.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
210
49.0%
, 64
 
14.9%
( 38
 
8.9%
) 38
 
8.9%
5 16
 
3.7%
' 12
 
2.8%
[ 9
 
2.1%
] 9
 
2.1%
: 6
 
1.4%
. 4
 
0.9%
Other values (14) 23
 
5.4%
Hangul
ValueCountFrequency (%)
숲 40
 
5.6%
관 39
 
5.5%
악 37
 
5.2%
유 33
 
4.7%
산 32
 
4.5%
구 29
 
4.1%
오 22
 
3.1%
월 20
 
2.8%
치 17
 
2.4%
해 15
 
2.1%
Other values (129) 425
59.9%

결제방법
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)7.4%
Missing0
Missing (%)0.0%
Memory size348.0 B
무료
25 
유료
 
2

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
무료 25
92.6%
유료 2
 
7.4%

Length

2024-05-11T08:34:53.604570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T08:34:54.203984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 25
92.6%
유료 2
 
7.4%

장소명
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)37.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
관악산산림치유센터
7 
관악산 숲속생태체험관
6 
당곡 유아숲체험원
3 
선우유아숲체험원
2 
낙성대공원 강감찬카페 앞
2 
Other values (5)
7 

Length

Max length29
Median length9
Mean length10.666667
Min length8

Unique

Unique3 ?
Unique (%)11.1%

Sample

1st row관악산>관악산공원>신림계곡지구
2nd row선우유아숲체험원
3rd row선우유아숲체험원
4th row대학동유아숲체험원
5th row낙성대공원 강감찬카페 앞

Common Values

ValueCountFrequency (%)
관악산산림치유센터 7
25.9%
관악산 숲속생태체험관 6
22.2%
당곡 유아숲체험원 3
11.1%
선우유아숲체험원 2
 
7.4%
낙성대공원 강감찬카페 앞 2
 
7.4%
청룡산유아숲체험원 2
 
7.4%
삼성동유아숲체험원 2
 
7.4%
관악산>관악산공원>신림계곡지구 1
 
3.7%
대학동유아숲체험원 1
 
3.7%
서울특별시 관악구 난곡로24가길 53 2층 (신림동) 1
 
3.7%

Length

2024-05-11T08:34:54.831647image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T08:34:55.472460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
관악산산림치유센터 7
15.6%
숲속생태체험관 6
13.3%
관악산 6
13.3%
당곡 3
 
6.7%
유아숲체험원 3
 
6.7%
앞 2
 
4.4%
삼성동유아숲체험원 2
 
4.4%
청룡산유아숲체험원 2
 
4.4%
강감찬카페 2
 
4.4%
낙성대공원 2
 
4.4%
Other values (9) 10
22.2%

서비스대상
Text

Distinct19
Distinct (%)70.4%
Missing0
Missing (%)0.0%
Memory size348.0 B
2024-05-11T08:34:56.432050image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length54
Median length25
Mean length15.851852
Min length2

Characters and Unicode

Total characters428
Distinct characters82
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

Unique15 ?
Unique (%)55.6%

Sample

1st row 성인(주취자, 심신미약, 임산부 제외), 어린이(신장140cm이상), 청소년(신장140cm이상)
2nd row 어린이(유아.초등 저학년 동반 부모 )
3rd row 어린이(유아.초등 동반 가족)
4th row 가족(어린이동반가족), 유아(유아기관)
5th row 유아(유아또는 저학년초등생을 동반한 가족)
ValueCountFrequency (%)
제한없음 6
 
7.3%
숲길 5
 
6.1%
자 5
 
6.1%
가능한 5
 
6.1%
이용이 5
 
6.1%
가족 5
 
6.1%
도보 5
 
6.1%
동반 3
 
3.7%
동반한 3
 
3.7%
성인(치유의 2
 
2.4%
Other values (33) 38
46.3%
2024-05-11T08:34:58.093843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
81
18.9%
유 23
 
5.4%
( 21
 
4.9%
) 21
 
4.9%
아 18
 
4.2%
이 17
 
4.0%
가 16
 
3.7%
한 15
 
3.5%
족 11
 
2.6%
반 8
 
1.9%
Other values (72) 197
46.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 280
65.4%
Space Separator 81
 
18.9%
Open Punctuation 21
 
4.9%
Close Punctuation 21
 
4.9%
Other Punctuation 10
 
2.3%
Decimal Number 10
 
2.3%
Lowercase Letter 4
 
0.9%
Math Symbol 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
유 23
 
8.2%
아 18
 
6.4%
이 17
 
6.1%
가 16
 
5.7%
한 15
 
5.4%
족 11
 
3.9%
반 8
 
2.9%
동 8
 
2.9%
제 8
 
2.9%
음 7
 
2.5%
Other values (60) 149
53.2%
Decimal Number
ValueCountFrequency (%)
0 4
40.0%
4 3
30.0%
1 2
20.0%
6 1
 
10.0%
Other Punctuation
ValueCountFrequency (%)
, 8
80.0%
. 2
 
20.0%
Lowercase Letter
ValueCountFrequency (%)
m 2
50.0%
c 2
50.0%
Space Separator
ValueCountFrequency (%)
81
100.0%
Open Punctuation
ValueCountFrequency (%)
( 21
100.0%
Close Punctuation
ValueCountFrequency (%)
) 21
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 280
65.4%
Common 144
33.6%
Latin 4
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
유 23
 
8.2%
아 18
 
6.4%
이 17
 
6.1%
가 16
 
5.7%
한 15
 
5.4%
족 11
 
3.9%
반 8
 
2.9%
동 8
 
2.9%
제 8
 
2.9%
음 7
 
2.5%
Other values (60) 149
53.2%
Common
ValueCountFrequency (%)
81
56.2%
( 21
 
14.6%
) 21
 
14.6%
, 8
 
5.6%
0 4
 
2.8%
4 3
 
2.1%
1 2
 
1.4%
. 2
 
1.4%
6 1
 
0.7%
~ 1
 
0.7%
Latin
ValueCountFrequency (%)
m 2
50.0%
c 2
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 280
65.4%
ASCII 148
34.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
81
54.7%
( 21
 
14.2%
) 21
 
14.2%
, 8
 
5.4%
0 4
 
2.7%
4 3
 
2.0%
m 2
 
1.4%
c 2
 
1.4%
1 2
 
1.4%
. 2
 
1.4%
Other values (2) 2
 
1.4%
Hangul
ValueCountFrequency (%)
유 23
 
8.2%
아 18
 
6.4%
이 17
 
6.1%
가 16
 
5.7%
한 15
 
5.4%
족 11
 
3.9%
반 8
 
2.9%
동 8
 
2.9%
제 8
 
2.9%
음 7
 
2.5%
Other values (60) 149
53.2%

바로가기URL
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2024-05-11T08:34:59.006853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length98
Median length92
Mean length92.222222
Min length92

Characters and Unicode

Total characters2490
Distinct characters48
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

Unique27 ?
Unique (%)100.0%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240417123249677729
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422203923511851
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240425170513960645
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240310143325971404
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240409182547366288
ValueCountFrequency (%)
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240417123249677729 1
 
3.7%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240418092434775890 1
 
3.7%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419183556961071 1
 
3.7%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240508163849958632 1
 
3.7%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240503161610702756 1
 
3.7%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419183022587243 1
 
3.7%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419182437514666 1
 
3.7%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419181619002948 1
 
3.7%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419180936820986 1
 
3.7%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419175814235005 1
 
3.7%
Other values (17) 17
63.0%
2024-05-11T08:35:00.514832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 272
 
10.9%
s 190
 
7.6%
/ 136
 
5.5%
r 134
 
5.4%
t 108
 
4.3%
. 108
 
4.3%
o 107
 
4.3%
v 106
 
4.3%
i 82
 
3.3%
4 76
 
3.1%
Other values (38) 1171
47.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1548
62.2%
Decimal Number 474
 
19.0%
Other Punctuation 298
 
12.0%
Uppercase Letter 89
 
3.6%
Connector Punctuation 54
 
2.2%
Math Symbol 27
 
1.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 272
17.6%
s 190
12.3%
r 134
 
8.7%
t 108
 
7.0%
o 107
 
6.9%
v 106
 
6.8%
i 82
 
5.3%
a 57
 
3.7%
c 56
 
3.6%
d 56
 
3.6%
Other values (12) 380
24.5%
Decimal Number
ValueCountFrequency (%)
4 76
16.0%
0 72
15.2%
2 69
14.6%
1 65
13.7%
9 36
7.6%
3 34
7.2%
8 34
7.2%
5 32
6.8%
6 29
 
6.1%
7 27
 
5.7%
Uppercase Letter
ValueCountFrequency (%)
R 28
31.5%
S 26
29.2%
V 26
29.2%
C 3
 
3.4%
B 1
 
1.1%
D 1
 
1.1%
K 1
 
1.1%
I 1
 
1.1%
G 1
 
1.1%
A 1
 
1.1%
Other Punctuation
ValueCountFrequency (%)
/ 136
45.6%
. 108
36.2%
? 27
 
9.1%
: 27
 
9.1%
Connector Punctuation
ValueCountFrequency (%)
_ 54
100.0%
Math Symbol
ValueCountFrequency (%)
= 27
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1637
65.7%
Common 853
34.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 272
16.6%
s 190
11.6%
r 134
 
8.2%
t 108
 
6.6%
o 107
 
6.5%
v 106
 
6.5%
i 82
 
5.0%
a 57
 
3.5%
c 56
 
3.4%
d 56
 
3.4%
Other values (22) 469
28.6%
Common
ValueCountFrequency (%)
/ 136
15.9%
. 108
12.7%
4 76
8.9%
0 72
8.4%
2 69
8.1%
1 65
 
7.6%
_ 54
 
6.3%
9 36
 
4.2%
3 34
 
4.0%
8 34
 
4.0%
Other values (6) 169
19.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2490
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 272
 
10.9%
s 190
 
7.6%
/ 136
 
5.5%
r 134
 
5.4%
t 108
 
4.3%
. 108
 
4.3%
o 107
 
4.3%
v 106
 
4.3%
i 82
 
3.3%
4 76
 
3.1%
Other values (38) 1171
47.0%

장소X좌표
Real number (ℝ)

HIGH CORRELATION 

Distinct10
Distinct (%)37.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.94125
Minimum126.91095
Maximum126.95937
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size375.0 B
2024-05-11T08:35:00.912540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.91095
5-th percentile126.91473
Q1126.93455
median126.94523
Q3126.94668
95-th percentile126.95627
Maximum126.95937
Range0.048417628
Interquartile range (IQR)0.012131245

Descriptive statistics

Standard deviation0.011602978
Coefficient of variation (CV)9.1404314 × 10-5
Kurtosis2.0422215
Mean126.94125
Median Absolute Deviation (MAD)0.00145
Skewness-1.2957927
Sum3427.4139
Variance0.00013462911
MonotonicityNot monotonic
2024-05-11T08:35:01.383139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
126.94523 7
25.9%
126.94668 6
22.2%
126.934548754802 3
11.1%
126.91095336989903 2
 
7.4%
126.959370998377 2
 
7.4%
126.94903 2
 
7.4%
126.93348 2
 
7.4%
126.94594180958276 1
 
3.7%
126.938381781717 1
 
3.7%
126.92355 1
 
3.7%
ValueCountFrequency (%)
126.91095336989903 2
 
7.4%
126.92355 1
 
3.7%
126.93348 2
 
7.4%
126.934548754802 3
11.1%
126.938381781717 1
 
3.7%
126.94523 7
25.9%
126.94594180958276 1
 
3.7%
126.94668 6
22.2%
126.94903 2
 
7.4%
126.959370998377 2
 
7.4%
ValueCountFrequency (%)
126.959370998377 2
 
7.4%
126.94903 2
 
7.4%
126.94668 6
22.2%
126.94594180958276 1
 
3.7%
126.94523 7
25.9%
126.938381781717 1
 
3.7%
126.934548754802 3
11.1%
126.93348 2
 
7.4%
126.92355 1
 
3.7%
126.91095336989903 2
 
7.4%

장소Y좌표
Real number (ℝ)

HIGH CORRELATION 

Distinct10
Distinct (%)37.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.466391
Minimum37.45733
Maximum37.492818
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size375.0 B
2024-05-11T08:35:01.829099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.45733
5-th percentile37.45733
Q137.4581
median37.464046
Q337.470691
95-th percentile37.492818
Maximum37.492818
Range0.035488385
Interquartile range (IQR)0.012591039

Descriptive statistics

Standard deviation0.011160757
Coefficient of variation (CV)0.00029788718
Kurtosis1.4288096
Mean37.466391
Median Absolute Deviation (MAD)0.0067159937
Skewness1.4634464
Sum1011.5926
Variance0.00012456251
MonotonicityNot monotonic
2024-05-11T08:35:02.256341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
37.45733 7
25.9%
37.45887 6
22.2%
37.4928183846689 3
11.1%
37.469406732913455 2
 
7.4%
37.4719720770814 2
 
7.4%
37.47426 2
 
7.4%
37.46412 2
 
7.4%
37.46660013402987 1
 
3.7%
37.4640459936549 1
 
3.7%
37.46941 1
 
3.7%
ValueCountFrequency (%)
37.45733 7
25.9%
37.45887 6
22.2%
37.4640459936549 1
 
3.7%
37.46412 2
 
7.4%
37.46660013402987 1
 
3.7%
37.469406732913455 2
 
7.4%
37.46941 1
 
3.7%
37.4719720770814 2
 
7.4%
37.47426 2
 
7.4%
37.4928183846689 3
11.1%
ValueCountFrequency (%)
37.4928183846689 3
11.1%
37.47426 2
 
7.4%
37.4719720770814 2
 
7.4%
37.46941 1
 
3.7%
37.469406732913455 2
 
7.4%
37.46660013402987 1
 
3.7%
37.46412 2
 
7.4%
37.4640459936549 1
 
3.7%
37.45887 6
22.2%
37.45733 7
25.9%

서비스개시시작일시
Date

Distinct14
Distinct (%)51.9%
Missing0
Missing (%)0.0%
Memory size348.0 B
Minimum2024-03-18 00:00:00
Maximum2024-05-18 00:00:00
2024-05-11T08:35:02.639711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T08:35:03.150873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)

서비스개시종료일시
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)48.1%
Missing0
Missing (%)0.0%
Memory size348.0 B
2024-05-31 00:00:00.0
6 
2024-05-28 00:00:00.0
4 
2024-05-26 00:00:00.0
3 
2024-05-19 00:00:00.0
2 
2024-05-30 00:00:00.0
2 
Other values (8)
10 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique6 ?
Unique (%)22.2%

Sample

1st row2024-05-31 00:00:00.0
2nd row2024-05-22 00:00:00.0
3rd row2024-05-11 00:00:00.0
4th row2024-06-27 00:00:00.0
5th row2024-05-19 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-05-31 00:00:00.0 6
22.2%
2024-05-28 00:00:00.0 4
14.8%
2024-05-26 00:00:00.0 3
11.1%
2024-05-19 00:00:00.0 2
 
7.4%
2024-05-30 00:00:00.0 2
 
7.4%
2024-05-27 00:00:00.0 2
 
7.4%
2024-05-25 00:00:00.0 2
 
7.4%
2024-05-22 00:00:00.0 1
 
3.7%
2024-05-11 00:00:00.0 1
 
3.7%
2024-06-27 00:00:00.0 1
 
3.7%
Other values (3) 3
11.1%

Length

2024-05-11T08:35:03.661275image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
00:00:00.0 27
50.0%
2024-05-31 6
 
11.1%
2024-05-28 4
 
7.4%
2024-05-26 3
 
5.6%
2024-05-19 2
 
3.7%
2024-05-30 2
 
3.7%
2024-05-27 2
 
3.7%
2024-05-25 2
 
3.7%
2024-05-22 1
 
1.9%
2024-05-11 1
 
1.9%
Other values (4) 4
 
7.4%

접수시작일시
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)40.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
2024-04-20 10:00:00.0
15 
2024-04-22 10:00:00.0
2 
2024-05-07 00:00:00.0
2 
2024-05-02 10:00:00.0
 
1
2024-04-25 10:00:00.0
 
1
Other values (6)
6 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique8 ?
Unique (%)29.6%

Sample

1st row2024-04-20 10:00:00.0
2nd row2024-05-02 10:00:00.0
3rd row2024-04-25 10:00:00.0
4th row2024-03-12 17:00:00.0
5th row2024-04-22 10:00:00.0

Common Values

ValueCountFrequency (%)
2024-04-20 10:00:00.0 15
55.6%
2024-04-22 10:00:00.0 2
 
7.4%
2024-05-07 00:00:00.0 2
 
7.4%
2024-05-02 10:00:00.0 1
 
3.7%
2024-04-25 10:00:00.0 1
 
3.7%
2024-03-12 17:00:00.0 1
 
3.7%
2024-03-11 10:01:00.0 1
 
3.7%
2024-04-15 10:00:00.0 1
 
3.7%
2024-05-03 00:00:00.0 1
 
3.7%
2024-05-08 00:00:00.0 1
 
3.7%

Length

2024-05-11T08:35:04.098312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
10:00:00.0 20
37.0%
2024-04-20 15
27.8%
00:00:00.0 5
 
9.3%
2024-04-22 2
 
3.7%
2024-05-07 2
 
3.7%
2024-05-02 1
 
1.9%
2024-04-25 1
 
1.9%
2024-03-12 1
 
1.9%
17:00:00.0 1
 
1.9%
2024-03-11 1
 
1.9%
Other values (5) 5
 
9.3%

접수종료일시
Date

Distinct21
Distinct (%)77.8%
Missing0
Missing (%)0.0%
Memory size348.0 B
Minimum2024-04-25 10:00:00
Maximum2024-11-24 00:00:00
2024-05-11T08:35:04.523920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T08:35:05.068330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
관악구
27 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
관악구 27
100.0%

Length

2024-05-11T08:35:05.785375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T08:35:06.247535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
관악구 27
100.0%

Interactions

2024-05-11T08:34:45.297219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T08:34:44.689512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T08:34:45.573371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T08:34:45.034750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-11T08:35:06.517360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스구분1.0001.0000.6480.0001.0000.3961.0001.0001.0001.0000.5361.0000.0001.0001.000
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명0.6481.0001.0000.0001.0000.3961.0001.0001.0001.0000.5361.0000.0001.0001.000
서비스상태0.0001.0000.0001.0001.0000.0000.4940.8951.0000.6960.5770.7551.0000.9251.000
서비스명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
결제방법0.3961.0000.3960.0001.0001.0001.0001.0001.0000.8110.9190.5200.0000.4651.000
장소명1.0001.0001.0000.4941.0001.0001.0000.9031.0001.0001.0000.8010.7460.9280.988
서비스대상1.0001.0001.0000.8951.0001.0000.9031.0001.0000.8950.9000.9030.8200.9270.950
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표1.0001.0001.0000.6961.0000.8111.0000.8951.0001.0000.9420.8890.8641.0001.000
장소Y좌표0.5361.0000.5360.5771.0000.9191.0000.9001.0000.9421.0000.7510.6610.9100.990
서비스개시시작일시1.0001.0001.0000.7551.0000.5200.8010.9031.0000.8890.7511.0000.9160.9370.980
서비스개시종료일시0.0001.0000.0001.0001.0000.0000.7460.8201.0000.8640.6610.9161.0000.9140.990
접수시작일시1.0001.0001.0000.9251.0000.4650.9280.9271.0001.0000.9100.9370.9141.0001.000
접수종료일시1.0001.0001.0001.0001.0001.0000.9880.9501.0001.0000.9900.9800.9901.0001.000
2024-05-11T08:35:07.127214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분소분류명장소명서비스상태결제방법접수시작일시서비스개시종료일시
서비스구분1.0000.4480.8250.0000.2570.8000.000
소분류명0.4481.0000.8250.0000.2570.8000.000
장소명0.8250.8251.0000.2660.8250.7150.361
서비스상태0.0000.0000.2661.0000.0000.7210.764
결제방법0.2570.2570.8250.0001.0000.3400.000
접수시작일시0.8000.8000.7150.7210.3401.0000.635
서비스개시종료일시0.0000.0000.3610.7640.0000.6351.000
2024-05-11T08:35:07.622768image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장소X좌표장소Y좌표서비스구분소분류명서비스상태결제방법장소명서비스개시종료일시접수시작일시
장소X좌표1.000-0.0820.9170.9170.3450.5600.9000.5280.873
장소Y좌표-0.0821.0000.3460.3460.2560.6820.9000.3000.663
서비스구분0.9170.3461.0000.4480.0000.2570.8250.0000.800
소분류명0.9170.3460.4481.0000.0000.2570.8250.0000.800
서비스상태0.3450.2560.0000.0001.0000.0000.2660.7640.721
결제방법0.5600.6820.2570.2570.0001.0000.8250.0000.340
장소명0.9000.9000.8250.8250.2660.8251.0000.3610.715
서비스개시종료일시0.5280.3000.0000.0000.7640.0000.3611.0000.635
접수시작일시0.8730.6630.8000.8000.7210.3400.7150.6351.000

Missing values

2024-05-11T08:34:46.004452image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-11T08:34:46.918596image/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
0자체S240417123249677729문화체험산림여가접수중(5월, 유료, 신장 140cm이상) 관악산 모험숲 (주차 불가)유료관악산>관악산공원>신림계곡지구성인(주취자, 심신미약, 임산부 제외), 어린이(신장140cm이상), 청소년(신장140cm이상)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240417123249677729126.94594237.46662024-05-02 00:00:00.02024-05-31 00:00:00.02024-04-20 10:00:00.02024-05-30 17:00:00.0관악구
1자체S240422203923511851문화체험산림여가접수중관악구 선우 유아숲 시설 체험 해보기 '함께해요 오후의 숲산책 ' (수요일 주중 4시 )무료선우유아숲체험원어린이(유아.초등 저학년 동반 부모 )https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422203923511851126.91095337.4694072024-05-08 00:00:00.02024-05-22 00:00:00.02024-05-02 10:00:00.02024-05-22 12:00:00.0관악구
2자체S240425170513960645문화체험산림여가접수종료관악구 선우 '숲으로 가족 소풍가요' (토.일 주말 )무료선우유아숲체험원어린이(유아.초등 동반 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240425170513960645126.91095337.4694072024-05-04 00:00:00.02024-05-11 00:00:00.02024-04-25 10:00:00.02024-05-10 17:00:00.0관악구
3자체S240310143325971404문화체험산림여가접수중[관악구, 대학동유아숲체험원] 시설체험해보기(월, 수, 목 오후 1시~3시)무료대학동유아숲체험원가족(어린이동반가족), 유아(유아기관)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240310143325971404126.93838237.4640462024-03-18 00:00:00.02024-06-27 00:00:00.02024-03-12 17:00:00.02024-06-26 12:00:00.0관악구
4자체S240409182547366288문화체험산림여가예약마감[유아숲] 관악구 낙성대유아숲. 숲 속으로 '퐁당퐁당'(토,일 주말)무료낙성대공원 강감찬카페 앞유아(유아또는 저학년초등생을 동반한 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240409182547366288126.95937137.4719722024-05-01 00:00:00.02024-05-19 00:00:00.02024-04-22 10:00:00.02024-05-17 10:00:00.0관악구
5자체S240422121246599380문화체험산림여가접수중[유아숲] 관악구 낙성대유아숲. 시설체험해보기 (목, 오후 4~5시)무료낙성대공원 강감찬카페 앞유아(유아를 동반한 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422121246599380126.95937137.4719722024-04-22 00:00:00.02024-05-24 00:00:00.02024-04-22 10:00:00.02024-05-22 10:00:00.0관악구
6자체S240310132625143284문화체험산림여가접수중[관악구, 청룡산유아숲체험원] 시설체험해보기(월, 화, 수, 목 오후 1시~3시)무료청룡산유아숲체험원가족(어린이동반가족), 유아(유아기관)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240310132625143284126.9490337.474262024-03-18 00:00:00.02024-05-30 00:00:00.02024-03-11 10:01:00.02024-05-29 12:00:00.0관악구
7자체S240411112058198868문화체험산림여가접수종료[유아숲] 관악구 당곡유아숲, '가족과함께숲속미술여행'(토,일주말)무료당곡 유아숲체험원유아https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240411112058198868126.93454937.4928182024-04-20 00:00:00.02024-04-28 00:00:00.02024-04-15 10:00:00.02024-04-25 10:00:00.0관악구
8자체S240507154953420233문화체험산림여가접수중[당곡유아숲체험원] 주말가족과 함께 숲속 미술여행(주말)무료당곡 유아숲체험원유아(가족과 함께 숲속 미술 여행)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240507154953420233126.93454937.4928182024-05-17 00:00:00.02024-05-27 00:00:00.02024-05-07 00:00:00.02024-05-23 12:00:00.0관악구
9자체S240507161540109620문화체험산림여가접수중[당곡유아숲체험원] 함께해요,우리 오후의 숲 산책무료당곡 유아숲체험원유아(함께해요,우리 오후의 숲산책)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240507161540109620126.93454937.4928182024-05-01 00:00:00.02024-05-31 00:00:00.02024-05-07 00:00:00.02024-05-24 00:00:00.0관악구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
17자체S240419174916874745문화체험산림여가접수중(관악구 숲해설 5월)(일, 오전, 누구나) 관악산 행복뿜뿜 서울둘레길(12코스) 탐방무료관악산 숲속생태체험관제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419174916874745126.9466837.458872024-05-05 00:00:00.02024-05-26 00:00:00.02024-04-20 10:00:00.02024-05-25 16:00:00.0관악구
18자체S240419175814235005문화체험산림여가접수중(관악구 숲해설 5월)(일, 오후, 초등생 포함 가족) 관악산 초등탐사대무료관악산 숲속생태체험관초등학생https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419175814235005126.9466837.458872024-05-05 00:00:00.02024-05-26 00:00:00.02024-04-20 10:00:00.02024-05-26 16:00:00.0관악구
19자체S240419180936820986문화체험산림여가접수중(관악구 숲해설 5월)(월, 목, 오후, 누구나) 와! 관악산이다. 숲속생태체험관 무인해설 프로그램무료관악산 숲속생태체험관제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419180936820986126.9466837.458872024-05-02 00:00:00.02024-05-27 00:00:00.02024-04-20 10:00:00.02024-05-26 16:00:00.0관악구
20자체S240419181619002948문화체험산림여가접수중(관악구 숲해설 5월)(화, 오전, 누구나) 관악산 머리 쏙쏙 생태퀴즈 탐방 프로그램무료관악산 숲속생태체험관제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419181619002948126.9466837.458872024-05-07 00:00:00.02024-05-28 00:00:00.02024-04-20 10:00:00.02024-05-27 16:00:00.0관악구
21자체S240419182437514666문화체험산림여가접수중(관악구 숲해설 5월)(화, 오후, 누구나) 관악산 생각주머니 넓히기(숲속생태체험관)무료관악산 숲속생태체험관제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419182437514666126.9466837.458872024-05-07 00:00:00.02024-05-28 00:00:00.02024-04-20 10:00:00.02024-05-27 16:00:00.0관악구
22자체S240419183022587243문화체험산림여가접수중(관악구 숲해설 5월)(토, 오전, 가족) 관악산 숲티어링(미션수행)무료관악산 숲속생태체험관제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419183022587243126.9466837.458872024-05-04 00:00:00.02024-05-25 00:00:00.02024-04-20 10:00:00.02024-05-24 16:00:00.0관악구
23자체S240503161610702756문화체험산림여가예약마감[유아숲] 관악구 삼성동유아숲, '우리가 숲에 왔어요'(토,일 주말)무료삼성동유아숲체험원유아(유아를 동반한 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240503161610702756126.9334837.464122024-05-18 00:00:00.02024-05-19 00:00:00.02024-05-03 00:00:00.02024-05-17 00:00:00.0관악구
24자체S240508163849958632문화체험산림여가접수중[유아숲] 관악구 삼성동유아숲 '함께해요, 우리 오후의 숲 산책'(화요일)무료삼성동유아숲체험원유아(유아 동반 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240508163849958632126.9334837.464122024-05-14 00:00:00.02024-11-26 00:00:00.02024-05-08 00:00:00.02024-11-24 00:00:00.0관악구
25자체S240419183556961071문화체험산림여가접수중(관악구 숲해설 5월)(토, 오후, 초등생 포함 가족) 청룡산 나들길 초등탐사대무료청룡산유아숲체험원제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419183556961071126.9490337.474262024-05-04 00:00:00.02024-05-25 00:00:00.02024-04-20 10:00:00.02024-05-24 16:00:00.0관악구
26연계XML-GA240101문화체험서울형키즈카페접수중서울형 키즈카페 관악구 난곡동점유료서울특별시 관악구 난곡로24가길 53 2층 (신림동)유아https://icare.seoul.go.kr/icare/user/kidsCafeResve/BD_selectKidsCafeResveCal.do?q_fcltyId=GA240101126.9235537.469412024-05-11 00:00:00.02024-05-31 00:00:00.02024-05-11 00:00:00.02024-05-31 23:59:59.0관악구