Overview

Dataset statistics

Number of variables17
Number of observations28
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.9 KiB
Average record size in memory142.7 B

Variable types

Categorical7
Text5
Numeric2
DateTime3

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author도봉구
URLhttps://data.seoul.go.kr/dataList/OA-12129/S/1/datasetView.do

Alerts

대분류명 has constant value ""Constant
지역명 has constant value ""Constant
서비스구분 is highly overall correlated with 장소Y좌표 and 2 other fieldsHigh correlation
소분류명 is highly overall correlated with 장소Y좌표 and 3 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 서비스구분 and 1 other fieldsHigh correlation
결제방법 is highly overall correlated with 소분류명High correlation
접수시작일시 is highly overall correlated with 서비스구분 and 1 other fieldsHigh correlation
서비스구분 is highly imbalanced (50.9%)Imbalance
서비스ID has unique valuesUnique
서비스명 has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-05-11 06:55:37.919913
Analysis finished2024-05-11 06:55:39.926819
Duration2.01 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Memory size356.0 B
자체
25 
연계
3 

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 25
89.3%
연계 3
 
10.7%

Length

2024-05-11T15:55:40.018919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:55:40.172071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 25
89.3%
연계 3
 
10.7%

서비스ID
Text

UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size356.0 B
2024-05-11T15:55:40.460881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length18.25
Min length12

Characters and Unicode

Total characters511
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

Unique28 ?
Unique (%)100.0%

Sample

1st rowS240423155830133162
2nd rowS240214094636958392
3rd rowS240228174936011054
4th rowS240501175303657388
5th rowS240422164038171826
ValueCountFrequency (%)
s240423155830133162 1
 
3.6%
s240214094636958392 1
 
3.6%
xml-db231202 1
 
3.6%
xml-db231201 1
 
3.6%
s240430151054817912 1
 
3.6%
s240430092857028796 1
 
3.6%
s240423163330178851 1
 
3.6%
s240423154652178355 1
 
3.6%
s240422145544850456 1
 
3.6%
s240423162615972582 1
 
3.6%
Other values (18) 18
64.3%
2024-05-11T15:55:41.035456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 83
16.2%
4 83
16.2%
0 64
12.5%
1 62
12.1%
5 41
8.0%
3 38
7.4%
6 28
 
5.5%
9 25
 
4.9%
S 25
 
4.9%
8 25
 
4.9%
Other values (7) 37
7.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 468
91.6%
Uppercase Letter 40
 
7.8%
Dash Punctuation 3
 
0.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 83
17.7%
4 83
17.7%
0 64
13.7%
1 62
13.2%
5 41
8.8%
3 38
8.1%
6 28
 
6.0%
9 25
 
5.3%
8 25
 
5.3%
7 19
 
4.1%
Uppercase Letter
ValueCountFrequency (%)
S 25
62.5%
X 3
 
7.5%
M 3
 
7.5%
L 3
 
7.5%
D 3
 
7.5%
B 3
 
7.5%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 471
92.2%
Latin 40
 
7.8%

Most frequent character per script

Common
ValueCountFrequency (%)
2 83
17.6%
4 83
17.6%
0 64
13.6%
1 62
13.2%
5 41
8.7%
3 38
8.1%
6 28
 
5.9%
9 25
 
5.3%
8 25
 
5.3%
7 19
 
4.0%
Latin
ValueCountFrequency (%)
S 25
62.5%
X 3
 
7.5%
M 3
 
7.5%
L 3
 
7.5%
D 3
 
7.5%
B 3
 
7.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 511
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 83
16.2%
4 83
16.2%
0 64
12.5%
1 62
12.1%
5 41
8.0%
3 38
7.4%
6 28
 
5.5%
9 25
 
4.9%
S 25
 
4.9%
8 25
 
4.9%
Other values (7) 37
7.2%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
문화체험
28 

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 28
100.0%

Length

2024-05-11T15:55:41.240437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:55:41.375908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화체험 28
100.0%

소분류명
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
교육체험
12 
산림여가
11 
서울형키즈카페
3 
농장체험
 
1
공원탐방
 
1

Length

Max length7
Median length4
Mean length4.3214286
Min length4

Unique

Unique2 ?
Unique (%)7.1%

Sample

1st row산림여가
2nd row교육체험
3rd row교육체험
4th row농장체험
5th row공원탐방

Common Values

ValueCountFrequency (%)
교육체험 12
42.9%
산림여가 11
39.3%
서울형키즈카페 3
 
10.7%
농장체험 1
 
3.6%
공원탐방 1
 
3.6%

Length

2024-05-11T15:55:41.518803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:55:41.703871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교육체험 12
42.9%
산림여가 11
39.3%
서울형키즈카페 3
 
10.7%
농장체험 1
 
3.6%
공원탐방 1
 
3.6%

서비스상태
Categorical

Distinct4
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
접수중
16 
예약마감
9 
접수종료
2 
안내중
 
1

Length

Max length4
Median length3
Mean length3.3928571
Min length3

Unique

Unique1 ?
Unique (%)3.6%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 16
57.1%
예약마감 9
32.1%
접수종료 2
 
7.1%
안내중 1
 
3.6%

Length

2024-05-11T15:55:41.945453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:55:42.135004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 16
57.1%
예약마감 9
32.1%
접수종료 2
 
7.1%
안내중 1
 
3.6%

서비스명
Text

UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size356.0 B
2024-05-11T15:55:42.449240image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length39
Median length31
Mean length27.464286
Min length12

Characters and Unicode

Total characters769
Distinct characters156
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique28 ?
Unique (%)100.0%

Sample

1st row(모험놀이터)도봉구 별별모험 놀이터(토요일)
2nd row[도서관견학] 김근태기념도서관 어린이?청소년 견학 <라키비움에 놀러와>
3rd row[주말] 김근태기념도서관 라키비움 해설(도슨트) 프로그램
4th row[도봉구] 2024 무수골 도심속 모내기체험
5th row(주말)울긋불긋 꽃대궐
ValueCountFrequency (%)
도봉구 4
 
4.7%
유아숲)도봉구 4
 
4.7%
치유)도봉구 3
 
3.5%
키즈카페 3
 
3.5%
서울형 3
 
3.5%
모험놀이터)도봉구 2
 
2.4%
유아숲체험원(일요일 2
 
2.4%
초안산 2
 
2.4%
산림치유센터 2
 
2.4%
가족프로그램(토요일 2
 
2.4%
Other values (57) 58
68.2%
2024-05-11T15:55:42.996497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
57
 
7.4%
( 26
 
3.4%
] 26
 
3.4%
) 26
 
3.4%
[ 26
 
3.4%
도 24
 
3.1%
/ 23
 
3.0%
일 22
 
2.9%
봉 19
 
2.5%
가 18
 
2.3%
Other values (146) 502
65.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 544
70.7%
Space Separator 57
 
7.4%
Open Punctuation 52
 
6.8%
Close Punctuation 52
 
6.8%
Other Punctuation 27
 
3.5%
Decimal Number 27
 
3.5%
Math Symbol 10
 
1.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
도 24
 
4.4%
일 22
 
4.0%
봉 19
 
3.5%
가 18
 
3.3%
터 18
 
3.3%
드 16
 
2.9%
산 15
 
2.8%
닝 15
 
2.8%
유 15
 
2.8%
구 14
 
2.6%
Other values (127) 368
67.6%
Decimal Number
ValueCountFrequency (%)
5 9
33.3%
6 8
29.6%
2 4
14.8%
1 3
 
11.1%
3 1
 
3.7%
0 1
 
3.7%
4 1
 
3.7%
Other Punctuation
ValueCountFrequency (%)
/ 23
85.2%
, 2
 
7.4%
? 1
 
3.7%
. 1
 
3.7%
Math Symbol
ValueCountFrequency (%)
~ 8
80.0%
< 1
 
10.0%
> 1
 
10.0%
Open Punctuation
ValueCountFrequency (%)
( 26
50.0%
[ 26
50.0%
Close Punctuation
ValueCountFrequency (%)
] 26
50.0%
) 26
50.0%
Space Separator
ValueCountFrequency (%)
57
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 544
70.7%
Common 225
29.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
도 24
 
4.4%
일 22
 
4.0%
봉 19
 
3.5%
가 18
 
3.3%
터 18
 
3.3%
드 16
 
2.9%
산 15
 
2.8%
닝 15
 
2.8%
유 15
 
2.8%
구 14
 
2.6%
Other values (127) 368
67.6%
Common
ValueCountFrequency (%)
57
25.3%
( 26
11.6%
] 26
11.6%
) 26
11.6%
[ 26
11.6%
/ 23
10.2%
5 9
 
4.0%
6 8
 
3.6%
~ 8
 
3.6%
2 4
 
1.8%
Other values (9) 12
 
5.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 544
70.7%
ASCII 225
29.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
57
25.3%
( 26
11.6%
] 26
11.6%
) 26
11.6%
[ 26
11.6%
/ 23
10.2%
5 9
 
4.0%
6 8
 
3.6%
~ 8
 
3.6%
2 4
 
1.8%
Other values (9) 12
 
5.3%
Hangul
ValueCountFrequency (%)
도 24
 
4.4%
일 22
 
4.0%
봉 19
 
3.5%
가 18
 
3.3%
터 18
 
3.3%
드 16
 
2.9%
산 15
 
2.8%
닝 15
 
2.8%
유 15
 
2.8%
구 14
 
2.6%
Other values (127) 368
67.6%

결제방법
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
유료
14 
무료
13 
유료(요금안내문의)
 
1

Length

Max length10
Median length2
Mean length2.2857143
Min length2

Unique

Unique1 ?
Unique (%)3.6%

Sample

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

Common Values

ValueCountFrequency (%)
유료 14
50.0%
무료 13
46.4%
유료(요금안내문의) 1
 
3.6%

Length

2024-05-11T15:55:43.236190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:55:43.450659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
유료 14
50.0%
무료 13
46.4%
유료(요금안내문의 1
 
3.6%

장소명
Text

Distinct18
Distinct (%)64.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
2024-05-11T15:55:43.772143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length24
Mean length12.428571
Min length3

Characters and Unicode

Total characters348
Distinct characters89
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

Unique14 ?
Unique (%)50.0%

Sample

1st row별별모험놀이터
2nd row김근태기념도서관
3rd row김근태기념도서관
4th row무수골 논 체험장
5th row서울창포원
ValueCountFrequency (%)
초안산가드닝센터 10
17.5%
본관 6
 
10.5%
별관(예술공방 4
 
7.0%
도봉구 3
 
5.3%
서울특별시 3
 
5.3%
김근태기념도서관 2
 
3.5%
초안산산림치유센터 2
 
3.5%
마들로 2
 
3.5%
둘리유아숲체험원 1
 
1.8%
지하1층 1
 
1.8%
Other values (23) 23
40.4%
2024-05-11T15:55:44.359994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
30
 
8.6%
산 16
 
4.6%
터 15
 
4.3%
초 14
 
4.0%
안 14
 
4.0%
센 13
 
3.7%
관 12
 
3.4%
가 10
 
2.9%
드 10
 
2.9%
닝 10
 
2.9%
Other values (79) 204
58.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 293
84.2%
Space Separator 30
 
8.6%
Decimal Number 10
 
2.9%
Close Punctuation 7
 
2.0%
Open Punctuation 7
 
2.0%
Other Punctuation 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
산 16
 
5.5%
터 15
 
5.1%
초 14
 
4.8%
안 14
 
4.8%
센 13
 
4.4%
관 12
 
4.1%
가 10
 
3.4%
드 10
 
3.4%
닝 10
 
3.4%
별 9
 
3.1%
Other values (69) 170
58.0%
Decimal Number
ValueCountFrequency (%)
6 4
40.0%
8 2
20.0%
4 1
 
10.0%
1 1
 
10.0%
3 1
 
10.0%
5 1
 
10.0%
Space Separator
ValueCountFrequency (%)
30
100.0%
Close Punctuation
ValueCountFrequency (%)
) 7
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 293
84.2%
Common 55
 
15.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
산 16
 
5.5%
터 15
 
5.1%
초 14
 
4.8%
안 14
 
4.8%
센 13
 
4.4%
관 12
 
4.1%
가 10
 
3.4%
드 10
 
3.4%
닝 10
 
3.4%
별 9
 
3.1%
Other values (69) 170
58.0%
Common
ValueCountFrequency (%)
30
54.5%
) 7
 
12.7%
( 7
 
12.7%
6 4
 
7.3%
8 2
 
3.6%
4 1
 
1.8%
1 1
 
1.8%
3 1
 
1.8%
5 1
 
1.8%
, 1
 
1.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 293
84.2%
ASCII 55
 
15.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
30
54.5%
) 7
 
12.7%
( 7
 
12.7%
6 4
 
7.3%
8 2
 
3.6%
4 1
 
1.8%
1 1
 
1.8%
3 1
 
1.8%
5 1
 
1.8%
, 1
 
1.8%
Hangul
ValueCountFrequency (%)
산 16
 
5.5%
터 15
 
5.1%
초 14
 
4.8%
안 14
 
4.8%
센 13
 
4.4%
관 12
 
4.1%
가 10
 
3.4%
드 10
 
3.4%
닝 10
 
3.4%
별 9
 
3.1%
Other values (69) 170
58.0%

서비스대상
Text

Distinct17
Distinct (%)60.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
2024-05-11T15:55:44.646318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length31
Median length17.5
Mean length10.571429
Min length2

Characters and Unicode

Total characters296
Distinct characters56
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique13 ?
Unique (%)46.4%

Sample

1st row 초등학생(초등학생포함 가족)
2nd row 제한없음
3rd row 제한없음
4th row 제한없음(어린이(6세 이상 아동을 둔 도봉구민 가족))
5th row 제한없음(유아/초등학생/누구나)
ValueCountFrequency (%)
성인 7
 
14.3%
가족 7
 
14.3%
제한없음 4
 
8.2%
유아 3
 
6.1%
유아(만3세이상 3
 
6.1%
이상 3
 
6.1%
가족(만4세이상(*어린이는 1
 
2.0%
유아(5세이상유아포함가족 1
 
2.0%
성인(성인만가능 1
 
2.0%
유아(만3세이상유아포함 1
 
2.0%
Other values (18) 18
36.7%
2024-05-11T15:55:45.196737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
46
 
15.5%
) 19
 
6.4%
( 19
 
6.4%
이 13
 
4.4%
가 13
 
4.4%
아 13
 
4.4%
인 12
 
4.1%
성 12
 
4.1%
유 12
 
4.1%
족 11
 
3.7%
Other values (46) 126
42.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 201
67.9%
Space Separator 46
 
15.5%
Close Punctuation 19
 
6.4%
Open Punctuation 19
 
6.4%
Decimal Number 7
 
2.4%
Other Punctuation 3
 
1.0%
Math Symbol 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 13
 
6.5%
가 13
 
6.5%
아 13
 
6.5%
인 12
 
6.0%
성 12
 
6.0%
유 12
 
6.0%
족 11
 
5.5%
상 11
 
5.5%
등 7
 
3.5%
음 7
 
3.5%
Other values (36) 90
44.8%
Decimal Number
ValueCountFrequency (%)
3 4
57.1%
4 1
 
14.3%
6 1
 
14.3%
5 1
 
14.3%
Other Punctuation
ValueCountFrequency (%)
/ 2
66.7%
* 1
33.3%
Space Separator
ValueCountFrequency (%)
46
100.0%
Close Punctuation
ValueCountFrequency (%)
) 19
100.0%
Open Punctuation
ValueCountFrequency (%)
( 19
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 201
67.9%
Common 95
32.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 13
 
6.5%
가 13
 
6.5%
아 13
 
6.5%
인 12
 
6.0%
성 12
 
6.0%
유 12
 
6.0%
족 11
 
5.5%
상 11
 
5.5%
등 7
 
3.5%
음 7
 
3.5%
Other values (36) 90
44.8%
Common
ValueCountFrequency (%)
46
48.4%
) 19
20.0%
( 19
20.0%
3 4
 
4.2%
/ 2
 
2.1%
4 1
 
1.1%
* 1
 
1.1%
6 1
 
1.1%
~ 1
 
1.1%
5 1
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 201
67.9%
ASCII 95
32.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
46
48.4%
) 19
20.0%
( 19
20.0%
3 4
 
4.2%
/ 2
 
2.1%
4 1
 
1.1%
* 1
 
1.1%
6 1
 
1.1%
~ 1
 
1.1%
5 1
 
1.1%
Hangul
ValueCountFrequency (%)
이 13
 
6.5%
가 13
 
6.5%
아 13
 
6.5%
인 12
 
6.0%
성 12
 
6.0%
유 12
 
6.0%
족 11
 
5.5%
상 11
 
5.5%
등 7
 
3.5%
음 7
 
3.5%
Other values (36) 90
44.8%

바로가기URL
Text

UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size356.0 B
2024-05-11T15:55:45.796641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length98
Median length92
Mean length92.642857
Min length92

Characters and Unicode

Total characters2594
Distinct characters46
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

Unique28 ?
Unique (%)100.0%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423155830133162
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240214094636958392
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240228174936011054
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240501175303657388
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422164038171826
ValueCountFrequency (%)
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240423155830133162 1
 
3.6%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240214094636958392 1
 
3.6%
https://icare.seoul.go.kr/icare/user/kidscaferesve/bd_selectkidscaferesvecal.do?q_fcltyid=db231202 1
 
3.6%
https://icare.seoul.go.kr/icare/user/kidscaferesve/bd_selectkidscaferesvecal.do?q_fcltyid=db231201 1
 
3.6%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240430151054817912 1
 
3.6%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240430092857028796 1
 
3.6%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240423163330178851 1
 
3.6%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240423154652178355 1
 
3.6%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240422145544850456 1
 
3.6%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240423162615972582 1
 
3.6%
Other values (18) 18
64.3%
2024-05-11T15:55:46.622613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 286
 
11.0%
s 199
 
7.7%
/ 143
 
5.5%
r 137
 
5.3%
t 112
 
4.3%
. 112
 
4.3%
o 109
 
4.2%
v 106
 
4.1%
i 87
 
3.4%
2 83
 
3.2%
Other values (36) 1220
47.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1623
62.6%
Decimal Number 468
 
18.0%
Other Punctuation 311
 
12.0%
Uppercase Letter 108
 
4.2%
Connector Punctuation 56
 
2.2%
Math Symbol 28
 
1.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 286
17.6%
s 199
12.3%
r 137
 
8.4%
t 112
 
6.9%
o 109
 
6.7%
v 106
 
6.5%
i 87
 
5.4%
a 65
 
4.0%
d 62
 
3.8%
c 62
 
3.8%
Other values (12) 398
24.5%
Decimal Number
ValueCountFrequency (%)
2 83
17.7%
4 83
17.7%
0 64
13.7%
1 62
13.2%
5 41
8.8%
3 38
8.1%
6 28
 
6.0%
8 25
 
5.3%
9 25
 
5.3%
7 19
 
4.1%
Uppercase Letter
ValueCountFrequency (%)
R 31
28.7%
V 25
23.1%
S 25
23.1%
C 9
 
8.3%
B 6
 
5.6%
D 6
 
5.6%
K 3
 
2.8%
I 3
 
2.8%
Other Punctuation
ValueCountFrequency (%)
/ 143
46.0%
. 112
36.0%
? 28
 
9.0%
: 28
 
9.0%
Connector Punctuation
ValueCountFrequency (%)
_ 56
100.0%
Math Symbol
ValueCountFrequency (%)
= 28
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1731
66.7%
Common 863
33.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 286
16.5%
s 199
 
11.5%
r 137
 
7.9%
t 112
 
6.5%
o 109
 
6.3%
v 106
 
6.1%
i 87
 
5.0%
a 65
 
3.8%
d 62
 
3.6%
c 62
 
3.6%
Other values (20) 506
29.2%
Common
ValueCountFrequency (%)
/ 143
16.6%
. 112
13.0%
2 83
9.6%
4 83
9.6%
0 64
7.4%
1 62
7.2%
_ 56
 
6.5%
5 41
 
4.8%
3 38
 
4.4%
= 28
 
3.2%
Other values (6) 153
17.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2594
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 286
 
11.0%
s 199
 
7.7%
/ 143
 
5.5%
r 137
 
5.3%
t 112
 
4.3%
. 112
 
4.3%
o 109
 
4.2%
v 106
 
4.1%
i 87
 
3.4%
2 83
 
3.2%
Other values (36) 1220
47.0%

장소X좌표
Real number (ℝ)

Distinct17
Distinct (%)60.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.04345
Minimum127.02703
Maximum127.04857
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2024-05-11T15:55:46.861024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum127.02703
5-th percentile127.02899
Q1127.04376
median127.0466
Q3127.04669
95-th percentile127.0472
Maximum127.04857
Range0.021535535
Interquartile range (IQR)0.002929728

Descriptive statistics

Standard deviation0.0062397508
Coefficient of variation (CV)4.9115091 × 10-5
Kurtosis2.0220082
Mean127.04345
Median Absolute Deviation (MAD)0.00036219555
Skewness-1.8190328
Sum3557.2167
Variance3.893449 × 10-5
MonotonicityNot monotonic
2024-05-11T15:55:47.070781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
127.04667851385751 6
21.4%
127.04659887872212 4
14.3%
127.0472 2
 
7.1%
127.0467050461717 2
 
7.1%
127.04402 2
 
7.1%
127.03931367220356 1
 
3.6%
127.04675 1
 
3.6%
127.04653 1
 
3.6%
127.04554 1
 
3.6%
127.04717214853598 1
 
3.6%
Other values (7) 7
25.0%
ValueCountFrequency (%)
127.0270336681456 1
3.6%
127.02883392668438 1
3.6%
127.02928247157486 1
3.6%
127.03246536419202 1
3.6%
127.03931367220356 1
3.6%
127.03992790905733 1
3.6%
127.04296167557872 1
3.6%
127.04402 2
7.1%
127.04554 1
3.6%
127.04653 1
3.6%
ValueCountFrequency (%)
127.04856920349523 1
 
3.6%
127.0472 2
 
7.1%
127.04717214853598 1
 
3.6%
127.04675 1
 
3.6%
127.0467050461717 2
 
7.1%
127.04667851385751 6
21.4%
127.04659887872212 4
14.3%
127.04653 1
 
3.6%
127.04554 1
 
3.6%
127.04402 2
 
7.1%

장소Y좌표
Real number (ℝ)

HIGH CORRELATION 

Distinct17
Distinct (%)60.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.658014
Minimum37.638552
Maximum37.68954
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2024-05-11T15:55:47.242100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.638552
5-th percentile37.643092
Q137.647491
median37.647509
Q337.671409
95-th percentile37.688885
Maximum37.68954
Range0.050988368
Interquartile range (IQR)0.02391867

Descriptive statistics

Standard deviation0.016936034
Coefficient of variation (CV)0.00044973253
Kurtosis-0.78597601
Mean37.658014
Median Absolute Deviation (MAD)0.0038589495
Skewness0.93634709
Sum1054.4244
Variance0.00028682925
MonotonicityNot monotonic
2024-05-11T15:55:47.439545image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
37.64749081864576 6
21.4%
37.64750856822814 4
14.3%
37.68954 2
 
7.1%
37.64364961876326 2
 
7.1%
37.68767 2
 
7.1%
37.68231526750433 1
 
3.6%
37.64718 1
 
3.6%
37.66967 1
 
3.6%
37.64882 1
 
3.6%
37.66877511993172 1
 
3.6%
Other values (7) 7
25.0%
ValueCountFrequency (%)
37.63855163154923 1
 
3.6%
37.64279148260055 1
 
3.6%
37.64364961876326 2
 
7.1%
37.64718 1
 
3.6%
37.64749081864576 6
21.4%
37.64750856822814 4
14.3%
37.64882 1
 
3.6%
37.64987415477695 1
 
3.6%
37.65270291195805 1
 
3.6%
37.65336090529442 1
 
3.6%
ValueCountFrequency (%)
37.68954 2
7.1%
37.68767 2
7.1%
37.68231526750433 1
3.6%
37.677037129415645 1
3.6%
37.67662795502885 1
3.6%
37.66967 1
3.6%
37.66877511993172 1
3.6%
37.65336090529442 1
3.6%
37.65270291195805 1
3.6%
37.64987415477695 1
3.6%

서비스개시시작일시
Date

Distinct17
Distinct (%)60.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
Minimum2024-02-14 00:00:00
Maximum2024-06-18 00:00:00
2024-05-11T15:55:47.633673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:55:47.797990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)

서비스개시종료일시
Date

Distinct19
Distinct (%)67.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
Minimum2024-05-11 00:00:00
Maximum2024-12-31 00:00:00
2024-05-11T15:55:47.982369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:55:48.230863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)

접수시작일시
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)46.4%
Missing0
Missing (%)0.0%
Memory size356.0 B
2024-04-25 10:00:00.0
7 
2024-04-23 13:00:00.0
6 
2024-05-11 00:00:00.0
3 
2024-04-23 09:00:00.0
2 
2024-04-30 09:00:00.0
2 
Other values (8)
8 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique8 ?
Unique (%)28.6%

Sample

1st row2024-04-23 13:00:00.0
2nd row2024-02-14 09:00:00.0
3rd row2024-02-29 00:01:00.0
4th row2024-05-03 10:00:00.0
5th row2024-04-22 18:00:00.0

Common Values

ValueCountFrequency (%)
2024-04-25 10:00:00.0 7
25.0%
2024-04-23 13:00:00.0 6
21.4%
2024-05-11 00:00:00.0 3
10.7%
2024-04-23 09:00:00.0 2
 
7.1%
2024-04-30 09:00:00.0 2
 
7.1%
2024-02-14 09:00:00.0 1
 
3.6%
2024-02-29 00:01:00.0 1
 
3.6%
2024-05-03 10:00:00.0 1
 
3.6%
2024-04-22 18:00:00.0 1
 
3.6%
2024-03-11 10:00:00.0 1
 
3.6%
Other values (3) 3
10.7%

Length

2024-05-11T15:55:48.500097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2024-04-23 9
16.1%
10:00:00.0 9
16.1%
2024-04-25 8
14.3%
13:00:00.0 6
10.7%
09:00:00.0 6
10.7%
2024-05-11 3
 
5.4%
00:00:00.0 3
 
5.4%
2024-04-30 2
 
3.6%
18:00:00.0 1
 
1.8%
10:01:00.0 1
 
1.8%
Other values (8) 8
14.3%

접수종료일시
Date

Distinct17
Distinct (%)60.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
Minimum2024-05-09 18:01:00
Maximum2024-12-31 09:00:00
2024-05-11T15:55:48.687103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:55:49.045435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
도봉구
28 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
도봉구 28
100.0%

Length

2024-05-11T15:55:49.250155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:55:49.367514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
도봉구 28
100.0%

Interactions

2024-05-11T15:55:39.144967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:55:38.909473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:55:39.269416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:55:39.011945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-11T15:55:49.472503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스구분1.0001.0001.0000.0001.0000.1391.0001.0001.0000.3680.9430.0001.0001.0001.000
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명1.0001.0001.0000.0911.0000.5841.0000.9801.0000.4130.7570.0000.9311.0001.000
서비스상태0.0001.0000.0911.0001.0000.0000.8790.0001.0000.0000.0000.8580.9570.7600.970
서비스명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
결제방법0.1391.0000.5840.0001.0001.0001.0001.0001.0000.0000.6070.5260.6980.6420.601
장소명1.0001.0001.0000.8791.0001.0001.0000.7661.0001.0001.0000.7170.6780.6990.000
서비스대상1.0001.0000.9800.0001.0001.0000.7661.0001.0000.0000.7620.0000.6480.8800.407
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표0.3681.0000.4130.0001.0000.0001.0000.0001.0001.0000.6560.8540.6010.0000.000
장소Y좌표0.9431.0000.7570.0001.0000.6071.0000.7621.0000.6561.0000.0000.0000.6860.205
서비스개시시작일시0.0001.0000.0000.8581.0000.5260.7170.0001.0000.8540.0001.0000.9760.9160.976
서비스개시종료일시1.0001.0000.9310.9571.0000.6980.6780.6481.0000.6010.0000.9761.0000.9690.993
접수시작일시1.0001.0001.0000.7601.0000.6420.6990.8801.0000.0000.6860.9160.9691.0000.969
접수종료일시1.0001.0001.0000.9701.0000.6010.0000.4071.0000.0000.2050.9760.9930.9691.000
2024-05-11T15:55:49.707215image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분소분류명결제방법서비스상태접수시작일시
서비스구분1.0000.9410.2180.0000.760
소분류명0.9411.0000.5080.0000.808
결제방법0.2180.5081.0000.0000.340
서비스상태0.0000.0000.0001.0000.431
접수시작일시0.7600.8080.3400.4311.000
2024-05-11T15:55:50.211138image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장소X좌표장소Y좌표서비스구분소분류명서비스상태결제방법접수시작일시
장소X좌표1.000-0.3680.3440.2500.0000.0000.000
장소Y좌표-0.3681.0000.6920.5520.0000.4170.317
서비스구분0.3440.6921.0000.9410.0000.2180.760
소분류명0.2500.5520.9411.0000.0000.5080.808
서비스상태0.0000.0000.0000.0001.0000.0000.431
결제방법0.0000.4170.2180.5080.0001.0000.340
접수시작일시0.0000.3170.7600.8080.4310.3401.000

Missing values

2024-05-11T15:55:39.478314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-11T15:55:39.812680image/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
0자체S240423155830133162문화체험산림여가예약마감(모험놀이터)도봉구 별별모험 놀이터(토요일)무료별별모험놀이터초등학생(초등학생포함 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423155830133162127.03931437.6823152024-05-25 00:00:00.02024-05-25 00:00:00.02024-04-23 13:00:00.02024-05-22 18:01:00.0도봉구
1자체S240214094636958392문화체험교육체험접수중[도서관견학] 김근태기념도서관 어린이?청소년 견학 <라키비움에 놀러와>무료김근태기념도서관제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240214094636958392127.0440237.687672024-02-14 00:00:00.02024-12-31 00:00:00.02024-02-14 09:00:00.02024-12-31 09:00:00.0도봉구
2자체S240228174936011054문화체험교육체험접수중[주말] 김근태기념도서관 라키비움 해설(도슨트) 프로그램무료김근태기념도서관제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240228174936011054127.0440237.687672024-03-09 00:00:00.02024-06-30 00:00:00.02024-02-29 00:01:00.02024-06-28 17:00:00.0도봉구
3자체S240501175303657388문화체험농장체험예약마감[도봉구] 2024 무수골 도심속 모내기체험유료무수골 논 체험장제한없음(어린이(6세 이상 아동을 둔 도봉구민 가족))https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240501175303657388127.02883437.6770372024-05-17 00:00:00.02024-05-17 00:00:00.02024-05-03 10:00:00.02024-05-15 18:00:00.0도봉구
4자체S240422164038171826문화체험공원탐방접수중(주말)울긋불긋 꽃대궐무료서울창포원제한없음(유아/초등학생/누구나)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422164038171826127.047237.689542024-05-11 00:00:00.02024-05-26 00:00:00.02024-04-22 18:00:00.02024-05-23 10:00:00.0도봉구
5자체S240309155343113606문화체험교육체험접수중[초안산가드닝센터][평일]단체/꿈꾸는 정원유료초안산가드닝센터 본관제한없음(단체 (유아~성인))https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240309155343113606127.04667937.6474912024-03-27 00:00:00.02024-11-20 00:00:00.02024-03-11 10:00:00.02024-11-05 17:00:00.0도봉구
6자체S240422165151056668문화체험교육체험예약마감[초안산가드닝센터][평일]가드닝 페스티벌 정원일러스트 특강유료초안산가드닝센터 본관성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422165151056668127.04667937.6474912024-06-18 00:00:00.02024-06-25 00:00:00.02024-04-23 09:01:00.02024-06-24 17:00:00.0도봉구
7자체S240424180217947221문화체험교육체험접수중[초안산가드닝센터][주말]5~6월/가드닝/사계정원유료초안산가드닝센터 본관성인(중등이상 청소년 가능)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424180217947221127.04667937.6474912024-05-11 00:00:00.02024-06-29 00:00:00.02024-04-25 10:01:00.02024-06-28 14:00:00.0도봉구
8자체S240424190258243981문화체험교육체험접수중[초안산가드닝센터][평일]5~6월/가드닝/사계정원 정규반유료초안산가드닝센터 본관성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424190258243981127.04667937.6474912024-05-10 00:00:00.02024-06-07 00:00:00.02024-04-25 10:00:00.02024-06-06 14:00:00.0도봉구
9자체S240424191106054417문화체험교육체험접수중[초안산가드닝센터][주말]5~6월/가드닝/가족프로그램/함께, 플랜팅유료초안산가드닝센터 본관가족(만4세이상(*어린이는 보호자 동반 신청 필수))https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424191106054417127.04667937.6474912024-05-11 00:00:00.02024-06-29 00:00:00.02024-04-25 10:00:00.02024-06-28 14:00:00.0도봉구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
18자체S240423155135287188문화체험산림여가예약마감(유아숲)도봉구 꿈키움 유아숲체험원(토요일)무료꿈키움유아숲체험원유아(만3세이상 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423155135287188127.04296237.6385522024-05-18 00:00:00.02024-05-18 00:00:00.02024-04-23 13:00:00.02024-05-15 18:01:00.0도봉구
19자체S240423162615972582문화체험산림여가예약마감(유아숲)도봉구 둘리 유아숲체험원(일요일)무료둘리유아숲체험원유아(만3세이상 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423162615972582127.02928237.6527032024-05-26 00:00:00.02024-05-26 00:00:00.02024-04-23 13:00:00.02024-05-22 18:01:00.0도봉구
20자체S240422145544850456문화체험산림여가접수중(목공,치유)도봉구 초안산목재체험장 가족프로그램(토요일)유료(요금안내문의)초안산목재문화체험장초등학생(가족(초등생이상))https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422145544850456127.0467537.647182024-05-25 00:00:00.02024-05-25 00:00:00.02024-04-23 13:00:00.02024-05-22 18:01:00.0도봉구
21자체S240423154652178355문화체험산림여가예약마감(유아숲)도봉구 하늘유아숲체험원(토요일)무료하늘유아숲체험원유아(만3세이상유아포함 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423154652178355127.02703437.6533612024-05-18 00:00:00.02024-05-18 00:00:00.02024-04-23 13:00:00.02024-05-15 18:01:00.0도봉구
22자체S240423163330178851문화체험산림여가접수종료(치유)도봉구 초안산 산림치유센터 가족프로그램(토요일)무료초안산산림치유센터가족https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423163330178851127.04670537.643652024-05-11 00:00:00.02024-05-11 00:00:00.02024-04-23 09:00:00.02024-05-09 18:01:00.0도봉구
23자체S240430092857028796문화체험산림여가접수중(치유)도봉구 초안산 산림치유센터 프로그램(평일)무료초안산산림치유센터성인(성인만가능)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240430092857028796127.04670537.643652024-05-07 00:00:00.02024-06-26 00:00:00.02024-04-30 09:00:00.02024-06-20 18:01:00.0도봉구
24자체S240430151054817912문화체험산림여가안내중[서울둘레길안내센터] 펀트레킹 1차 5.23(목)무료창포원제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240430151054817912127.047237.689542024-05-23 00:00:00.02024-05-23 00:00:00.02024-05-14 09:00:00.02024-05-21 12:00:00.0도봉구
25연계XML-DB231201문화체험서울형키즈카페접수중서울형 키즈카페 도봉구 방학1동점(오르봉내리봉)유료서울특별시 도봉구 마들로 656 도봉구청사, 지하1층 (방학동)유아https://icare.seoul.go.kr/icare/user/kidsCafeResve/BD_selectKidsCafeResveCal.do?q_fcltyId=DB231201127.04717237.6687752024-05-11 00:00:00.02024-05-31 00:00:00.02024-05-11 00:00:00.02024-05-31 23:59:59.0도봉구
26연계XML-DB231202문화체험서울형키즈카페접수중서울형 키즈카페 도봉구 창1동점(숲속유람선 뚜뚜)유료서울특별시 도봉구 해등로4길 38 초안산생태공원 내 위치 (창동)유아https://icare.seoul.go.kr/icare/user/kidsCafeResve/BD_selectKidsCafeResveCal.do?q_fcltyId=DB231202127.0455437.648822024-05-11 00:00:00.02024-05-31 00:00:00.02024-05-11 00:00:00.02024-05-31 23:59:59.0도봉구
27연계XML-DB231001문화체험서울형키즈카페접수중서울형 키즈카페 도봉구 도봉2동점(봉봉트레킹)유료서울특별시 도봉구 마들로 668 (도봉동)유아https://icare.seoul.go.kr/icare/user/kidsCafeResve/BD_selectKidsCafeResveCal.do?q_fcltyId=DB231001127.0465337.669672024-05-11 00:00:00.02024-05-31 00:00:00.02024-05-11 00:00:00.02024-05-31 23:59:59.0도봉구