Overview

Dataset statistics

Number of variables17
Number of observations55
Missing cells6
Missing cells (%)0.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.5 KiB
Average record size in memory140.4 B

Variable types

Categorical8
Text4
Numeric2
DateTime3

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author강서구
URLhttps://data.seoul.go.kr/dataList/OA-12171/S/1/datasetView.do

Alerts

대분류명 has constant value ""Constant
지역명 has constant value ""Constant
장소X좌표 is highly overall correlated with 장소Y좌표 and 3 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 장소X좌표 and 3 other fieldsHigh correlation
서비스구분 is highly overall correlated with 장소Y좌표 and 2 other fieldsHigh correlation
소분류명 is highly overall correlated with 장소X좌표 and 4 other fieldsHigh correlation
서비스상태 is highly overall correlated with 접수시작일시High correlation
결제방법 is highly overall correlated with 장소명 and 1 other fieldsHigh correlation
장소명 is highly overall correlated with 장소X좌표 and 4 other fieldsHigh correlation
접수시작일시 is highly overall correlated with 장소X좌표 and 3 other fieldsHigh correlation
서비스구분 is highly imbalanced (62.4%)Imbalance
장소X좌표 has 3 (5.5%) missing valuesMissing
장소Y좌표 has 3 (5.5%) missing valuesMissing
서비스ID has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-05-17 22:30:43.360084
Analysis finished2024-05-17 22:30:48.056623
Duration4.7 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size572.0 B
자체
51 
연계
 
4

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 51
92.7%
연계 4
 
7.3%

Length

2024-05-18T07:30:48.266547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T07:30:48.600712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 51
92.7%
연계 4
 
7.3%

서비스ID
Text

UNIQUE 

Distinct55
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
2024-05-18T07:30:48.998770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length18.763636
Min length12

Characters and Unicode

Total characters1032
Distinct characters22
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique55 ?
Unique (%)100.0%

Sample

1st rowS240423131541287828
2nd rowS240421141254619880
3rd rowS240423082111740873
4th rowS240424151958522832
5th rowS240424185932411457
ValueCountFrequency (%)
s240423131541287828 1
 
1.8%
s240419162525388939 1
 
1.8%
s220406130953826120 1
 
1.8%
s220414110832633810 1
 
1.8%
s220624150418366520 1
 
1.8%
s240214132753605366 1
 
1.8%
s240214134908632456 1
 
1.8%
s240429154359848365 1
 
1.8%
s240503100637068179 1
 
1.8%
s240111100714543368 1
 
1.8%
Other values (45) 45
81.8%
2024-05-18T07:30:49.927070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 147
14.2%
4 145
14.1%
2 138
13.4%
0 118
11.4%
3 83
8.0%
5 73
7.1%
6 66
6.4%
8 57
 
5.5%
7 57
 
5.5%
9 55
 
5.3%
Other values (12) 93
9.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 939
91.0%
Uppercase Letter 65
 
6.3%
Lowercase Letter 21
 
2.0%
Dash Punctuation 7
 
0.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 147
15.7%
4 145
15.4%
2 138
14.7%
0 118
12.6%
3 83
8.8%
5 73
7.8%
6 66
7.0%
8 57
 
6.1%
7 57
 
6.1%
9 55
 
5.9%
Lowercase Letter
ValueCountFrequency (%)
g 6
28.6%
a 3
14.3%
n 3
14.3%
s 3
14.3%
e 3
14.3%
o 3
14.3%
Uppercase Letter
ValueCountFrequency (%)
S 52
80.0%
X 4
 
6.2%
L 4
 
6.2%
M 4
 
6.2%
G 1
 
1.5%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 946
91.7%
Latin 86
 
8.3%

Most frequent character per script

Common
ValueCountFrequency (%)
1 147
15.5%
4 145
15.3%
2 138
14.6%
0 118
12.5%
3 83
8.8%
5 73
7.7%
6 66
7.0%
8 57
 
6.0%
7 57
 
6.0%
9 55
 
5.8%
Latin
ValueCountFrequency (%)
S 52
60.5%
g 6
 
7.0%
X 4
 
4.7%
L 4
 
4.7%
M 4
 
4.7%
a 3
 
3.5%
n 3
 
3.5%
s 3
 
3.5%
e 3
 
3.5%
o 3
 
3.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1032
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 147
14.2%
4 145
14.1%
2 138
13.4%
0 118
11.4%
3 83
8.0%
5 73
7.1%
6 66
6.4%
8 57
 
5.5%
7 57
 
5.5%
9 55
 
5.3%
Other values (12) 93
9.0%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
문화체험
55 

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 55
100.0%

Length

2024-05-18T07:30:50.396911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T07:30:50.784358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화체험 55
100.0%

소분류명
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)12.7%
Missing0
Missing (%)0.0%
Memory size572.0 B
교육체험
31 
산림여가
8 
문화행사
8 
전시/관람
4 
농장체험
 
2
Other values (2)
 
2

Length

Max length7
Median length4
Mean length4.1272727
Min length4

Unique

Unique2 ?
Unique (%)3.6%

Sample

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

Common Values

ValueCountFrequency (%)
교육체험 31
56.4%
산림여가 8
 
14.5%
문화행사 8
 
14.5%
전시/관람 4
 
7.3%
농장체험 2
 
3.6%
공원탐방 1
 
1.8%
서울형키즈카페 1
 
1.8%

Length

2024-05-18T07:30:51.122561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T07:30:51.516505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교육체험 31
56.4%
산림여가 8
 
14.5%
문화행사 8
 
14.5%
전시/관람 4
 
7.3%
농장체험 2
 
3.6%
공원탐방 1
 
1.8%
서울형키즈카페 1
 
1.8%

서비스상태
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)7.3%
Missing0
Missing (%)0.0%
Memory size572.0 B
접수중
25 
접수종료
15 
예약마감
10 
안내중
5 

Length

Max length4
Median length3
Mean length3.4545455
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 25
45.5%
접수종료 15
27.3%
예약마감 10
 
18.2%
안내중 5
 
9.1%

Length

2024-05-18T07:30:51.934182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T07:30:52.347802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 25
45.5%
접수종료 15
27.3%
예약마감 10
 
18.2%
안내중 5
 
9.1%

서비스명
Text

Distinct54
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Memory size572.0 B
2024-05-18T07:30:52.856000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length57
Median length42
Mean length33.945455
Min length10

Characters and Unicode

Total characters1867
Distinct characters262
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique53 ?
Unique (%)96.4%

Sample

1st row굿바이 피로!(암생존자-5월 우장힐링체험센터)
2nd row밸런스워킹-(되살林) (5월-우장근린공원 힐링체험센터 )
3rd row5월 우장근린공원 힐링체험센터 - 노르딕으로 찾는 건강
4th row5월 신나는 숲/ 밧줄놀이(우장힐링체험센터)
5th row5월 우장근린공원 힐링체험센터 - 산림치유 프로그램
ValueCountFrequency (%)
서울식물원 15
 
5.6%
가족 6
 
2.2%
정원 6
 
2.2%
투어 6
 
2.2%
거인의 5
 
1.9%
2024년 4
 
1.5%
어린이정원학교/가족/5월 4
 
1.5%
강서구 4
 
1.5%
5월 3
 
1.1%
힐링체험센터 3
 
1.1%
Other values (165) 214
79.3%
2024-05-18T07:30:53.852911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
215
 
11.5%
/ 82
 
4.4%
원 65
 
3.5%
물 51
 
2.7%
] 49
 
2.6%
[ 49
 
2.6%
( 48
 
2.6%
) 48
 
2.6%
식 42
 
2.2%
서 41
 
2.2%
Other values (252) 1177
63.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1261
67.5%
Space Separator 215
 
11.5%
Other Punctuation 112
 
6.0%
Close Punctuation 98
 
5.2%
Open Punctuation 98
 
5.2%
Decimal Number 63
 
3.4%
Dash Punctuation 12
 
0.6%
Math Symbol 5
 
0.3%
Connector Punctuation 3
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 65
 
5.2%
물 51
 
4.0%
식 42
 
3.3%
서 41
 
3.3%
어 36
 
2.9%
월 34
 
2.7%
정 33
 
2.6%
울 32
 
2.5%
이 31
 
2.5%
가 28
 
2.2%
Other values (225) 868
68.8%
Decimal Number
ValueCountFrequency (%)
5 30
47.6%
2 9
 
14.3%
6 7
 
11.1%
0 5
 
7.9%
4 4
 
6.3%
1 2
 
3.2%
9 2
 
3.2%
8 2
 
3.2%
7 2
 
3.2%
Other Punctuation
ValueCountFrequency (%)
/ 82
73.2%
' 10
 
8.9%
, 8
 
7.1%
! 7
 
6.2%
: 4
 
3.6%
? 1
 
0.9%
Close Punctuation
ValueCountFrequency (%)
] 49
50.0%
) 48
49.0%
》 1
 
1.0%
Open Punctuation
ValueCountFrequency (%)
[ 49
50.0%
( 48
49.0%
《 1
 
1.0%
Math Symbol
ValueCountFrequency (%)
+ 3
60.0%
< 1
 
20.0%
> 1
 
20.0%
Space Separator
ValueCountFrequency (%)
215
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 12
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1258
67.4%
Common 606
32.5%
Han 3
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 65
 
5.2%
물 51
 
4.1%
식 42
 
3.3%
서 41
 
3.3%
어 36
 
2.9%
월 34
 
2.7%
정 33
 
2.6%
울 32
 
2.5%
이 31
 
2.5%
가 28
 
2.2%
Other values (222) 865
68.8%
Common
ValueCountFrequency (%)
215
35.5%
/ 82
 
13.5%
] 49
 
8.1%
[ 49
 
8.1%
( 48
 
7.9%
) 48
 
7.9%
5 30
 
5.0%
- 12
 
2.0%
' 10
 
1.7%
2 9
 
1.5%
Other values (17) 54
 
8.9%
Han
ValueCountFrequency (%)
林 1
33.3%
藝 1
33.3%
六 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1258
67.4%
ASCII 604
32.4%
CJK 3
 
0.2%
None 2
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
215
35.6%
/ 82
 
13.6%
] 49
 
8.1%
[ 49
 
8.1%
( 48
 
7.9%
) 48
 
7.9%
5 30
 
5.0%
- 12
 
2.0%
' 10
 
1.7%
2 9
 
1.5%
Other values (15) 52
 
8.6%
Hangul
ValueCountFrequency (%)
원 65
 
5.2%
물 51
 
4.1%
식 42
 
3.3%
서 41
 
3.3%
어 36
 
2.9%
월 34
 
2.7%
정 33
 
2.6%
울 32
 
2.5%
이 31
 
2.5%
가 28
 
2.2%
Other values (222) 865
68.8%
CJK
ValueCountFrequency (%)
林 1
33.3%
藝 1
33.3%
六 1
33.3%
None
ValueCountFrequency (%)
》 1
50.0%
《 1
50.0%

결제방법
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Memory size572.0 B
무료
28 
유료
25 
유료(요금안내문의)
 
2

Length

Max length10
Median length2
Mean length2.2909091
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
무료 28
50.9%
유료 25
45.5%
유료(요금안내문의) 2
 
3.6%

Length

2024-05-18T07:30:54.429651image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T07:30:54.858323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 28
50.9%
유료 25
45.5%
유료(요금안내문의 2
 
3.6%

장소명
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)30.9%
Missing0
Missing (%)0.0%
Memory size572.0 B
서울식물원>어린이정원학교
15 
서울물재생체험관
7 
서울식물원 식물문화센터(온실입구)
6 
강서구 우장산 치유의 숲 (힐링센터)
5 
서울식물원>숲문화학교
5 
Other values (12)
17 

Length

Max length38
Median length18
Mean length12.4
Min length4

Unique

Unique9 ?
Unique (%)16.4%

Sample

1st row강서구 우장산 치유의 숲 (힐링센터)
2nd row강서구 우장산 치유의 숲 (힐링센터)
3rd row강서구 우장산 치유의 숲 (힐링센터)
4th row강서구 우장산 치유의 숲 (힐링센터)
5th row강서구 우장산 치유의 숲 (힐링센터)

Common Values

ValueCountFrequency (%)
서울식물원>어린이정원학교 15
27.3%
서울물재생체험관 7
12.7%
서울식물원 식물문화센터(온실입구) 6
 
10.9%
강서구 우장산 치유의 숲 (힐링센터) 5
 
9.1%
서울식물원>숲문화학교 5
 
9.1%
서울식물원 식물문화센터 4
 
7.3%
서울식물원 2
 
3.6%
양천향교 2
 
3.6%
힐링체험농원 1
 
1.8%
허준박물관 등 1
 
1.8%
Other values (7) 7
12.7%

Length

2024-05-18T07:30:55.388311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
서울식물원>어린이정원학교 15
15.8%
서울식물원 12
12.6%
서울물재생체험관 7
 
7.4%
식물문화센터(온실입구 6
 
6.3%
강서구 6
 
6.3%
우장산 5
 
5.3%
치유의 5
 
5.3%
숲 5
 
5.3%
힐링센터 5
 
5.3%
서울식물원>숲문화학교 5
 
5.3%
Other values (19) 24
25.3%

서비스대상
Text

Distinct33
Distinct (%)60.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
2024-05-18T07:30:56.120628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length24
Mean length12.509091
Min length2

Characters and Unicode

Total characters688
Distinct characters90
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)38.2%

Sample

1st row 성인(우장근린공원 힐링체험센터)
2nd row 성인, 여성, 주부
3rd row 성인(산림치유)
4th row 가족(우장근린공원 힐링체험센터)
5th row 성인(산림치유)
ValueCountFrequency (%)
제한없음 12
 
10.6%
가족 10
 
8.8%
동반 6
 
5.3%
성인 5
 
4.4%
필수 5
 
4.4%
보호자 4
 
3.5%
어린이 3
 
2.7%
가족(가족 3
 
2.7%
가족(*미성년자는 2
 
1.8%
어린이(7-9세 2
 
1.8%
Other values (50) 61
54.0%
2024-05-18T07:30:57.376720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
109
 
15.8%
( 42
 
6.1%
) 42
 
6.1%
가 28
 
4.1%
족 28
 
4.1%
이 17
 
2.5%
성 15
 
2.2%
한 14
 
2.0%
린 13
 
1.9%
제 13
 
1.9%
Other values (80) 367
53.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 426
61.9%
Space Separator 109
 
15.8%
Decimal Number 43
 
6.2%
Open Punctuation 42
 
6.1%
Close Punctuation 42
 
6.1%
Other Punctuation 14
 
2.0%
Dash Punctuation 6
 
0.9%
Math Symbol 6
 
0.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
가 28
 
6.6%
족 28
 
6.6%
이 17
 
4.0%
성 15
 
3.5%
한 14
 
3.3%
린 13
 
3.1%
제 13
 
3.1%
학 13
 
3.1%
없 13
 
3.1%
음 13
 
3.1%
Other values (63) 259
60.8%
Decimal Number
ValueCountFrequency (%)
1 8
18.6%
0 6
14.0%
3 6
14.0%
6 6
14.0%
7 5
11.6%
2 3
 
7.0%
5 3
 
7.0%
9 3
 
7.0%
8 3
 
7.0%
Other Punctuation
ValueCountFrequency (%)
, 12
85.7%
* 2
 
14.3%
Math Symbol
ValueCountFrequency (%)
~ 5
83.3%
+ 1
 
16.7%
Space Separator
ValueCountFrequency (%)
109
100.0%
Open Punctuation
ValueCountFrequency (%)
( 42
100.0%
Close Punctuation
ValueCountFrequency (%)
) 42
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 426
61.9%
Common 262
38.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
가 28
 
6.6%
족 28
 
6.6%
이 17
 
4.0%
성 15
 
3.5%
한 14
 
3.3%
린 13
 
3.1%
제 13
 
3.1%
학 13
 
3.1%
없 13
 
3.1%
음 13
 
3.1%
Other values (63) 259
60.8%
Common
ValueCountFrequency (%)
109
41.6%
( 42
 
16.0%
) 42
 
16.0%
, 12
 
4.6%
1 8
 
3.1%
0 6
 
2.3%
3 6
 
2.3%
- 6
 
2.3%
6 6
 
2.3%
7 5
 
1.9%
Other values (7) 20
 
7.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 426
61.9%
ASCII 262
38.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
109
41.6%
( 42
 
16.0%
) 42
 
16.0%
, 12
 
4.6%
1 8
 
3.1%
0 6
 
2.3%
3 6
 
2.3%
- 6
 
2.3%
6 6
 
2.3%
7 5
 
1.9%
Other values (7) 20
 
7.6%
Hangul
ValueCountFrequency (%)
가 28
 
6.6%
족 28
 
6.6%
이 17
 
4.0%
성 15
 
3.5%
한 14
 
3.3%
린 13
 
3.1%
제 13
 
3.1%
학 13
 
3.1%
없 13
 
3.1%
음 13
 
3.1%
Other values (63) 259
60.8%

바로가기URL
Text

UNIQUE 

Distinct55
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
2024-05-18T07:30:58.548862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length98
Median length92
Mean length91.018182
Min length72

Characters and Unicode

Total characters5006
Distinct characters50
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

Unique55 ?
Unique (%)100.0%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423131541287828
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240421141254619880
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423082111740873
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424151958522832
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424185932411457
ValueCountFrequency (%)
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240423131541287828 1
 
1.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419162525388939 1
 
1.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s220406130953826120 1
 
1.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s220414110832633810 1
 
1.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s220624150418366520 1
 
1.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240214132753605366 1
 
1.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240214134908632456 1
 
1.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240429154359848365 1
 
1.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240503100637068179 1
 
1.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240111100714543368 1
 
1.8%
Other values (45) 45
81.8%
2024-05-18T07:31:00.085575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 528
 
10.5%
s 374
 
7.5%
r 274
 
5.5%
/ 273
 
5.5%
t 235
 
4.7%
o 222
 
4.4%
. 217
 
4.3%
v 206
 
4.1%
i 169
 
3.4%
1 155
 
3.1%
Other values (40) 2353
47.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 3096
61.8%
Decimal Number 948
 
18.9%
Other Punctuation 600
 
12.0%
Uppercase Letter 197
 
3.9%
Connector Punctuation 110
 
2.2%
Math Symbol 55
 
1.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 528
17.1%
s 374
12.1%
r 274
 
8.9%
t 235
 
7.6%
o 222
 
7.2%
v 206
 
6.7%
i 169
 
5.5%
c 112
 
3.6%
d 112
 
3.6%
k 110
 
3.6%
Other values (12) 754
24.4%
Uppercase Letter
ValueCountFrequency (%)
S 58
29.4%
R 56
28.4%
V 54
27.4%
I 7
 
3.6%
T 6
 
3.0%
D 4
 
2.0%
C 3
 
1.5%
O 3
 
1.5%
U 3
 
1.5%
B 1
 
0.5%
Other values (2) 2
 
1.0%
Decimal Number
ValueCountFrequency (%)
1 155
16.4%
4 146
15.4%
2 134
14.1%
0 124
13.1%
3 85
9.0%
5 74
7.8%
6 64
6.8%
7 57
 
6.0%
9 55
 
5.8%
8 54
 
5.7%
Other Punctuation
ValueCountFrequency (%)
/ 273
45.5%
. 217
36.2%
? 55
 
9.2%
: 55
 
9.2%
Connector Punctuation
ValueCountFrequency (%)
_ 110
100.0%
Math Symbol
ValueCountFrequency (%)
= 55
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 3293
65.8%
Common 1713
34.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 528
16.0%
s 374
 
11.4%
r 274
 
8.3%
t 235
 
7.1%
o 222
 
6.7%
v 206
 
6.3%
i 169
 
5.1%
c 112
 
3.4%
d 112
 
3.4%
k 110
 
3.3%
Other values (24) 951
28.9%
Common
ValueCountFrequency (%)
/ 273
15.9%
. 217
12.7%
1 155
9.0%
4 146
8.5%
2 134
7.8%
0 124
 
7.2%
_ 110
 
6.4%
3 85
 
5.0%
5 74
 
4.3%
6 64
 
3.7%
Other values (6) 331
19.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 5006
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 528
 
10.5%
s 374
 
7.5%
r 274
 
5.5%
/ 273
 
5.5%
t 235
 
4.7%
o 222
 
4.4%
. 217
 
4.3%
v 206
 
4.1%
i 169
 
3.4%
1 155
 
3.1%
Other values (40) 2353
47.0%

장소X좌표
Real number (ℝ)

HIGH CORRELATION  MISSING 

Distinct16
Distinct (%)30.8%
Missing3
Missing (%)5.5%
Infinite0
Infinite (%)0.0%
Mean126.83134
Minimum126.7893
Maximum126.85181
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size627.0 B
2024-05-18T07:31:00.646528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.7893
5-th percentile126.81414
Q1126.83283
median126.8345
Q3126.8354
95-th percentile126.84361
Maximum126.85181
Range0.062508533
Interquartile range (IQR)0.0025694847

Descriptive statistics

Standard deviation0.011215026
Coefficient of variation (CV)8.8424722 × 10-5
Kurtosis5.8508151
Mean126.83134
Median Absolute Deviation (MAD)0.0016622962
Skewness-2.0635647
Sum6595.2295
Variance0.0001257768
MonotonicityNot monotonic
2024-05-18T07:31:01.189219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
126.83450314482232 14
25.5%
126.8207783043838 7
12.7%
126.83539627760555 6
10.9%
126.84361189698828 5
 
9.1%
126.8328267928821 5
 
9.1%
126.8328416973224 4
 
7.3%
126.83999 2
 
3.6%
126.82970227792175 1
 
1.8%
126.79135 1
 
1.8%
126.8328416973 1
 
1.8%
Other values (6) 6
10.9%
(Missing) 3
 
5.5%
ValueCountFrequency (%)
126.78929682403948 1
 
1.8%
126.79135 1
 
1.8%
126.80603322555702 1
 
1.8%
126.8207783043838 7
12.7%
126.826237282211 1
 
1.8%
126.82970227792175 1
 
1.8%
126.8328267928821 5
9.1%
126.83284 1
 
1.8%
126.8328416973 1
 
1.8%
126.8328416973224 4
7.3%
ValueCountFrequency (%)
126.85180535721022 1
 
1.8%
126.84361189698828 5
 
9.1%
126.83999 2
 
3.6%
126.83539627760555 6
10.9%
126.83493749057163 1
 
1.8%
126.83450314482232 14
25.5%
126.8328416973224 4
 
7.3%
126.8328416973 1
 
1.8%
126.83284 1
 
1.8%
126.8328267928821 5
 
9.1%

장소Y좌표
Real number (ℝ)

HIGH CORRELATION  MISSING 

Distinct16
Distinct (%)30.8%
Missing3
Missing (%)5.5%
Infinite0
Infinite (%)0.0%
Mean37.568742
Minimum37.542241
Maximum37.58069
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size627.0 B
2024-05-18T07:31:01.616611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.542241
5-th percentile37.552523
Q137.568916
median37.570461
Q337.572245
95-th percentile37.577768
Maximum37.58069
Range0.038449384
Interquartile range (IQR)0.0033295312

Descriptive statistics

Standard deviation0.0081437448
Coefficient of variation (CV)0.00021676917
Kurtosis2.0660689
Mean37.568742
Median Absolute Deviation (MAD)0.0017845936
Skewness-1.4974707
Sum1953.5746
Variance6.632058 × 10-5
MonotonicityNot monotonic
2024-05-18T07:31:02.040989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
37.57046071383724 14
25.5%
37.57776834052597 7
12.7%
37.56978455749146 6
10.9%
37.55252285405219 5
 
9.1%
37.56523915213275 5
 
9.1%
37.572245307382296 4
 
7.3%
37.57291 2
 
3.6%
37.56630943220573 1
 
1.8%
37.58069 1
 
1.8%
37.5722453074 1
 
1.8%
Other values (6) 6
10.9%
(Missing) 3
 
5.5%
ValueCountFrequency (%)
37.54224061617341 1
 
1.8%
37.54950072911461 1
 
1.8%
37.55252285405219 5
 
9.1%
37.56523915213275 5
 
9.1%
37.56630943220573 1
 
1.8%
37.56978455749146 6
10.9%
37.57012222967411 1
 
1.8%
37.57046071383724 14
25.5%
37.57224 1
 
1.8%
37.572245307382296 4
 
7.3%
ValueCountFrequency (%)
37.58069 1
 
1.8%
37.57776834052597 7
12.7%
37.574095250946215 1
 
1.8%
37.57397314180776 1
 
1.8%
37.57291 2
 
3.6%
37.5722453074 1
 
1.8%
37.572245307382296 4
 
7.3%
37.57224 1
 
1.8%
37.57046071383724 14
25.5%
37.57012222967411 1
 
1.8%

서비스개시시작일시
Date

Distinct29
Distinct (%)52.7%
Missing0
Missing (%)0.0%
Memory size572.0 B
Minimum2022-07-08 00:00:00
Maximum2024-09-04 00:00:00
2024-05-18T07:31:02.410578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T07:31:02.776848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)

서비스개시종료일시
Date

Distinct28
Distinct (%)50.9%
Missing0
Missing (%)0.0%
Memory size572.0 B
Minimum2024-04-06 00:00:00
Maximum2024-12-31 00:00:00
2024-05-18T07:31:03.265533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T07:31:03.690982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)

접수시작일시
Categorical

HIGH CORRELATION 

Distinct25
Distinct (%)45.5%
Missing0
Missing (%)0.0%
Memory size572.0 B
2024-04-22 10:00:00.0
13 
2024-04-20 00:01:00.0
10 
2024-01-01 00:00:00.0
5 
2024-05-20 17:00:00.0
4 
2024-04-25 00:01:00.0
 
2
Other values (20)
21 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique19 ?
Unique (%)34.5%

Sample

1st row2024-04-24 17:30:00.0
2nd row2024-04-24 18:00:00.0
3rd row2024-04-23 14:00:00.0
4th row2024-04-24 14:00:00.0
5th row2024-04-24 20:00:00.0

Common Values

ValueCountFrequency (%)
2024-04-22 10:00:00.0 13
23.6%
2024-04-20 00:01:00.0 10
18.2%
2024-01-01 00:00:00.0 5
 
9.1%
2024-05-20 17:00:00.0 4
 
7.3%
2024-04-25 00:01:00.0 2
 
3.6%
2024-02-13 17:00:00.0 2
 
3.6%
2024-02-26 10:00:00.0 1
 
1.8%
2024-04-23 14:00:00.0 1
 
1.8%
2024-04-24 14:00:00.0 1
 
1.8%
2024-04-24 20:00:00.0 1
 
1.8%
Other values (15) 15
27.3%

Length

2024-05-18T07:31:04.097694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
10:00:00.0 19
17.3%
2024-04-22 13
11.8%
00:01:00.0 12
10.9%
2024-04-20 11
10.0%
00:00:00.0 9
 
8.2%
17:00:00.0 6
 
5.5%
2024-01-01 5
 
4.5%
2024-05-20 4
 
3.6%
2024-04-24 4
 
3.6%
14:00:00.0 2
 
1.8%
Other values (22) 25
22.7%

접수종료일시
Date

Distinct47
Distinct (%)85.5%
Missing0
Missing (%)0.0%
Memory size572.0 B
Minimum2024-01-30 17:00:00
Maximum2024-12-31 00:00:00
2024-05-18T07:31:04.521473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T07:31:05.458043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
강서구
55 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강서구 55
100.0%

Length

2024-05-18T07:31:05.862034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T07:31:06.220484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강서구 55
100.0%

Interactions

2024-05-18T07:30:46.364126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T07:30:45.980509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T07:30:46.547910image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T07:30:46.190448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-18T07:31:06.480956image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스구분1.0001.0000.6110.3071.0000.0001.0001.0001.0000.0001.0000.0000.9060.7350.000
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명0.6111.0001.0000.3861.0000.3350.9370.7331.0000.9130.7970.8640.9030.9700.533
서비스상태0.3071.0000.3861.0001.0000.1080.0000.0001.0000.3260.0000.8340.9070.8970.966
서비스명1.0001.0001.0001.0001.0001.0000.0001.0001.0000.0000.0000.9960.9381.0000.985
결제방법0.0001.0000.3350.1081.0001.0000.9240.7181.0000.5460.4790.3730.9060.9490.979
장소명1.0001.0000.9370.0000.0000.9241.0000.5121.0001.0001.0000.7540.8740.9120.000
서비스대상1.0001.0000.7330.0001.0000.7180.5121.0001.0000.0000.9100.9380.7930.9490.985
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표0.0001.0000.9130.3260.0000.5461.0000.0001.0001.0000.8980.6730.9290.9610.994
장소Y좌표1.0001.0000.7970.0000.0000.4791.0000.9101.0000.8981.0000.7470.8840.8980.992
서비스개시시작일시0.0001.0000.8640.8340.9960.3730.7540.9381.0000.6730.7471.0000.9560.9750.990
서비스개시종료일시0.9061.0000.9030.9070.9380.9060.8740.7931.0000.9290.8840.9561.0000.9680.994
접수시작일시0.7351.0000.9700.8971.0000.9490.9120.9491.0000.9610.8980.9750.9681.0000.994
접수종료일시0.0001.0000.5330.9660.9850.9790.0000.9851.0000.9940.9920.9900.9940.9941.000
2024-05-18T07:31:06.915562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
결제방법장소명서비스상태서비스구분소분류명접수시작일시
결제방법1.0000.7120.0950.0000.2250.651
장소명0.7121.0000.0000.8470.7010.480
서비스상태0.0950.0001.0000.1980.2630.547
서비스구분0.0000.8470.1981.0000.6250.486
소분류명0.2250.7010.2630.6251.0000.683
접수시작일시0.6510.4800.5470.4860.6831.000
2024-05-18T07:31:07.249481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장소X좌표장소Y좌표서비스구분소분류명서비스상태결제방법장소명접수시작일시
장소X좌표1.000-0.5850.0000.5640.2160.4140.8990.641
장소Y좌표-0.5851.0000.9380.5800.0000.3250.9290.494
서비스구분0.0000.9381.0000.6250.1980.0000.8470.486
소분류명0.5640.5800.6251.0000.2630.2250.7010.683
서비스상태0.2160.0000.1980.2631.0000.0950.0000.547
결제방법0.4140.3250.0000.2250.0951.0000.7120.651
장소명0.8990.9290.8470.7010.0000.7121.0000.480
접수시작일시0.6410.4940.4860.6830.5470.6510.4801.000

Missing values

2024-05-18T07:30:46.811851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-18T07:30:47.448683image/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.
2024-05-18T07:30:47.888900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
0자체S240423131541287828문화체험산림여가접수종료굿바이 피로!(암생존자-5월 우장힐링체험센터)무료강서구 우장산 치유의 숲 (힐링센터)성인(우장근린공원 힐링체험센터)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423131541287828126.84361237.5525232024-05-13 00:00:00.02024-05-13 00:00:00.02024-04-24 17:30:00.02024-05-05 16:00:00.0강서구
1자체S240421141254619880문화체험산림여가접수종료밸런스워킹-(되살林) (5월-우장근린공원 힐링체험센터 )무료강서구 우장산 치유의 숲 (힐링센터)성인, 여성, 주부https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240421141254619880126.84361237.5525232024-05-07 00:00:00.02024-05-07 00:00:00.02024-04-24 18:00:00.02024-05-05 18:00:00.0강서구
2자체S240423082111740873문화체험산림여가접수종료5월 우장근린공원 힐링체험센터 - 노르딕으로 찾는 건강무료강서구 우장산 치유의 숲 (힐링센터)성인(산림치유)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423082111740873126.84361237.5525232024-05-03 00:00:00.02024-05-03 00:00:00.02024-04-23 14:00:00.02024-05-02 16:00:00.0강서구
3자체S240424151958522832문화체험산림여가예약마감5월 신나는 숲/ 밧줄놀이(우장힐링체험센터)무료강서구 우장산 치유의 숲 (힐링센터)가족(우장근린공원 힐링체험센터)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424151958522832126.84361237.5525232024-05-05 00:00:00.02024-05-26 00:00:00.02024-04-24 14:00:00.02024-05-25 16:00:00.0강서구
4자체S240424185932411457문화체험산림여가접수중5월 우장근린공원 힐링체험센터 - 산림치유 프로그램무료강서구 우장산 치유의 숲 (힐링센터)성인(산림치유)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424185932411457126.84361237.5525232024-04-24 00:00:00.02024-05-30 00:00:00.02024-04-24 20:00:00.02024-05-29 16:00:00.0강서구
5자체S240417155805638276문화체험교육체험접수중[서울식물원] 봄 타는 식물 놀이터:봄꽃심기(금) (7-9세) [어린이정원학교/어린이/5월]유료서울식물원>어린이정원학교어린이(7-9세)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240417155805638276126.83450337.5704612024-04-18 00:00:00.02024-05-31 00:00:00.02024-04-22 10:00:00.02024-05-22 17:00:00.0강서구
6자체S230325094540866330문화체험공원탐방접수중서울식물원 프로그램 현장결제유료서울식물원제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S230325094540866330126.83284237.5722452024-01-12 00:00:00.02024-12-31 00:00:00.02024-01-12 00:00:00.02024-12-31 00:00:00.0강서구
7자체S240419133244008011문화체험교육체험접수중[서울식물원/숲문화학교/일요일/가족/5월] 가족과 함께하는 식물원 산책유료서울식물원>숲문화학교유아(6세이상 유아동반 가족), 초등학생(초동학생동반 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419133244008011126.83282737.5652392024-05-05 00:00:00.02024-05-26 00:00:00.02024-04-20 00:01:00.02024-05-25 17:02:00.0강서구
8자체S240419161417293466문화체험교육체험접수중[서울식물원/숲문화학교/토요일/가족/5월] 슬기로운 식물의 생존전략유료서울식물원>숲문화학교가족(7세이상 자녀를 동반한 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419161417293466126.83282737.5652392024-05-04 00:00:00.02024-05-25 00:00:00.02024-04-20 00:01:00.02024-05-23 17:02:00.0강서구
9자체S240419163034331780문화체험문화행사접수중[서울식물원/숲문화학교/목요일/성인/5월] 마음돌봄정원유료서울식물원>숲문화학교성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419163034331780126.83282737.5652392024-05-09 00:00:00.02024-05-23 00:00:00.02024-04-20 00:01:00.02024-05-21 17:02:00.0강서구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
45자체S240417180800416240문화체험교육체험접수종료천문학자 겸재정선을 아시나요? 시즌2(양천향교)유료(요금안내문의)양천향교초등학생https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240417180800416240126.8399937.572912024-04-17 00:00:00.02024-06-13 00:00:00.02024-04-20 09:00:00.02024-04-30 09:01:00.0강서구
46자체S240417191159431249문화체험교육체험예약마감양천현 유생, 육예(六藝)로 풍류를 즐기다(양천향교)유료(요금안내문의)양천향교제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240417191159431249126.8399937.572912024-04-17 00:00:00.02024-11-17 00:00:00.02024-04-23 00:00:00.02024-11-17 00:00:00.0강서구
47자체S240423224212043622문화체험산림여가접수종료(주말)강서숲길탐험무료봉제산제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423224212043622126.85180537.5422412024-05-04 00:00:00.02024-05-04 00:00:00.02024-04-25 00:01:00.02024-05-03 18:00:00.0강서구
48자체S240423231949874296문화체험산림여가접수종료(주말)강서숲길탐험무료개화산제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423231949874296126.80603337.5740952024-05-18 00:00:00.02024-05-18 00:00:00.02024-04-25 00:01:00.02024-05-17 18:00:00.0강서구
49자체S240429155805299337문화체험농장체험접수종료2024년 상반기 힐링농업체험학습 모집(어린이, 청소년)무료힐링체험농원유아(서울시), 청소년(서울시)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240429155805299337126.78929737.5739732024-05-21 00:00:00.02024-05-31 00:00:00.02024-05-02 11:00:00.02024-05-15 18:00:00.0강서구
50자체S240513133719558699문화체험산림여가접수종료[서울식물원 유모차 정원 테라피] 정원에서 즐기자! 건강하게!무료서울식물원>어린이정원학교가족(3개월 ~ 10개월 육아 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240513133719558699126.8328437.572242024-05-18 00:00:00.02024-05-18 00:00:00.02024-05-13 12:00:00.02024-05-17 16:00:00.0강서구
51연계XML-gangseo6082-2문화체험문화행사접수중강서구 문화관광해설 프로그램(겸재정선미술관코스)무료겸재정선미술관 등제한없음https://kctg.or.kr/tour/touristSiteView.do?tourist_cd=TOURIST_ID00011136<NA><NA>2024-01-01 00:00:00.02024-12-31 00:00:00.02024-01-01 00:00:00.02024-12-31 00:00:00.0강서구
52연계XML-gangseo6082-3문화체험문화행사접수중강서구 문화관광해설 프로그램(개화산둘레길코스)무료개화산둘레길제한없음https://kctg.or.kr/tour/touristSiteView.do?tourist_cd=TOURIST_ID00011134<NA><NA>2024-01-01 00:00:00.02024-12-31 00:00:00.02024-01-01 00:00:00.02024-12-31 00:00:00.0강서구
53연계XML-gangseo6082-1문화체험문화행사접수중강서구 문화관광해설 프로그램(허준박물관코스)무료허준박물관 등제한없음https://kctg.or.kr/tour/touristSiteView.do?tourist_cd=TOURIST_ID00011135<NA><NA>2024-01-01 00:00:00.02024-12-31 00:00:00.02024-01-01 00:00:00.02024-12-31 00:00:00.0강서구
54연계XML-GS230801문화체험서울형키즈카페접수중서울형 키즈카페 강서구 발산1동점유료서울특별시 강서구 수명로2길 50 (내발산동) 2층 서울형 키즈카페유아https://icare.seoul.go.kr/icare/user/kidsCafeResve/BD_selectKidsCafeResveCal.do?q_fcltyId=GS230801126.82623737.5495012024-05-17 00:00:00.02024-06-15 00:00:00.02024-05-17 00:00:00.02024-06-15 23:59:59.0강서구