Overview

Dataset statistics

Number of variables17
Number of observations25
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.5 KiB
Average record size in memory143.3 B

Variable types

Categorical6
Text5
Numeric2
DateTime4

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author서울특별시
URLhttps://data.seoul.go.kr/dataList/OA-12213/S/1/datasetView.do

Alerts

대분류명 has constant value ""Constant
지역명 has constant value ""Constant
서비스구분 is highly overall correlated with 소분류명 and 1 other fieldsHigh correlation
소분류명 is highly overall correlated with 장소X좌표 and 3 other fieldsHigh correlation
결제방법 is highly overall correlated with 서비스구분 and 1 other fieldsHigh correlation
장소X좌표 is highly overall correlated with 장소Y좌표 and 1 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 장소X좌표 and 1 other fieldsHigh correlation
서비스구분 is highly imbalanced (75.8%)Imbalance
결제방법 is highly imbalanced (69.6%)Imbalance
서비스ID has unique valuesUnique
서비스명 has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-05-17 23:58:56.680485
Analysis finished2024-05-17 23:59:00.339430
Duration3.66 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
자체
24 
연계
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)4.0%

Sample

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

Common Values

ValueCountFrequency (%)
자체 24
96.0%
연계 1
 
4.0%

Length

2024-05-18T08:59:00.535542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:59:00.925029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 24
96.0%
연계 1
 
4.0%

서비스ID
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2024-05-18T08:59:01.406579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length18.72
Min length12

Characters and Unicode

Total characters468
Distinct characters16
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

Unique25 ?
Unique (%)100.0%

Sample

1st rowS240419150830980774
2nd rowS240419150144176273
3rd rowS240419151522810066
4th rowS240420134517547198
5th rowS240416161356651288
ValueCountFrequency (%)
s240419150830980774 1
 
4.0%
s240418150424179329 1
 
4.0%
s240315174234424847 1
 
4.0%
s240517085227828892 1
 
4.0%
s240513132320203376 1
 
4.0%
s240501170632404620 1
 
4.0%
s240411170505444028 1
 
4.0%
s240409163801518271 1
 
4.0%
s240325102937241101 1
 
4.0%
s240318104750707797 1
 
4.0%
Other values (15) 15
60.0%
2024-05-18T08:59:02.629898image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4 78
16.7%
1 72
15.4%
2 63
13.5%
0 59
12.6%
5 35
7.5%
7 32
6.8%
3 29
 
6.2%
9 27
 
5.8%
S 25
 
5.3%
8 24
 
5.1%
Other values (6) 24
 
5.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 438
93.6%
Uppercase Letter 29
 
6.2%
Dash Punctuation 1
 
0.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 78
17.8%
1 72
16.4%
2 63
14.4%
0 59
13.5%
5 35
8.0%
7 32
7.3%
3 29
 
6.6%
9 27
 
6.2%
8 24
 
5.5%
6 19
 
4.3%
Uppercase Letter
ValueCountFrequency (%)
S 25
86.2%
X 1
 
3.4%
M 1
 
3.4%
L 1
 
3.4%
Y 1
 
3.4%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 439
93.8%
Latin 29
 
6.2%

Most frequent character per script

Common
ValueCountFrequency (%)
4 78
17.8%
1 72
16.4%
2 63
14.4%
0 59
13.4%
5 35
8.0%
7 32
7.3%
3 29
 
6.6%
9 27
 
6.2%
8 24
 
5.5%
6 19
 
4.3%
Latin
ValueCountFrequency (%)
S 25
86.2%
X 1
 
3.4%
M 1
 
3.4%
L 1
 
3.4%
Y 1
 
3.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 468
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4 78
16.7%
1 72
15.4%
2 63
13.5%
0 59
12.6%
5 35
7.5%
7 32
6.8%
3 29
 
6.2%
9 27
 
5.8%
S 25
 
5.3%
8 24
 
5.1%
Other values (6) 24
 
5.1%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
문화체험
25 

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 25
100.0%

Length

2024-05-18T08:59:03.124650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:59:03.383461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화체험 25
100.0%

소분류명
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)24.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
공원탐방
11 
교육체험
5 
산림여가
4 
전시/관람
3 
문화행사
 
1

Length

Max length7
Median length4
Mean length4.24
Min length4

Unique

Unique2 ?
Unique (%)8.0%

Sample

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

Common Values

ValueCountFrequency (%)
공원탐방 11
44.0%
교육체험 5
20.0%
산림여가 4
 
16.0%
전시/관람 3
 
12.0%
문화행사 1
 
4.0%
서울형키즈카페 1
 
4.0%

Length

2024-05-18T08:59:03.783132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:59:04.243810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공원탐방 11
44.0%
교육체험 5
20.0%
산림여가 4
 
16.0%
전시/관람 3
 
12.0%
문화행사 1
 
4.0%
서울형키즈카페 1
 
4.0%

서비스상태
Categorical

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
접수중
17 
예약마감
5 
접수종료
3 

Length

Max length4
Median length3
Mean length3.32
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 17
68.0%
예약마감 5
 
20.0%
접수종료 3
 
12.0%

Length

2024-05-18T08:59:04.699025image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:59:05.004105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 17
68.0%
예약마감 5
 
20.0%
접수종료 3
 
12.0%

서비스명
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2024-05-18T08:59:05.511622image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length34
Median length26
Mean length20.12
Min length6

Characters and Unicode

Total characters503
Distinct characters167
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

Unique25 ?
Unique (%)100.0%

Sample

1st row(토)남산공원 자연놀이
2nd row(토,일) 남산 둘레길 탐방
3rd row(일) 남산 숲탐정 명탐정
4th row한남 숲놀이터(한남유아숲체험원)
5th row(토) 용산가족공원 숲티어링
ValueCountFrequency (%)
남산둘레길 3
 
2.8%
남산 2
 
1.9%
둘레길 2
 
1.9%
2024년 2
 
1.9%
2
 
1.9%
용산가족공원 2
 
1.9%
클래식 2
 
1.9%
찾아라 2
 
1.9%
토)남산공원 1
 
0.9%
응봉유아숲 1
 
0.9%
Other values (87) 87
82.1%
2024-05-18T08:59:06.615295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
81
 
16.1%
산 19
 
3.8%
( 17
 
3.4%
) 17
 
3.4%
용 13
 
2.6%
숲 11
 
2.2%
남 8
 
1.6%
험 8
 
1.6%
체 8
 
1.6%
기 7
 
1.4%
Other values (157) 314
62.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 345
68.6%
Space Separator 81
 
16.1%
Open Punctuation 21
 
4.2%
Close Punctuation 21
 
4.2%
Decimal Number 16
 
3.2%
Other Punctuation 10
 
2.0%
Uppercase Letter 3
 
0.6%
Dash Punctuation 2
 
0.4%
Lowercase Letter 2
 
0.4%
Math Symbol 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
산 19
 
5.5%
용 13
 
3.8%
숲 11
 
3.2%
남 8
 
2.3%
험 8
 
2.3%
체 8
 
2.3%
기 7
 
2.0%
길 7
 
2.0%
공 6
 
1.7%
아 6
 
1.7%
Other values (135) 252
73.0%
Decimal Number
ValueCountFrequency (%)
2 6
37.5%
5 4
25.0%
4 3
18.8%
0 2
 
12.5%
6 1
 
6.2%
Other Punctuation
ValueCountFrequency (%)
, 5
50.0%
! 2
 
20.0%
: 2
 
20.0%
? 1
 
10.0%
Uppercase Letter
ValueCountFrequency (%)
B 1
33.3%
A 1
33.3%
L 1
33.3%
Open Punctuation
ValueCountFrequency (%)
( 17
81.0%
[ 4
 
19.0%
Close Punctuation
ValueCountFrequency (%)
) 17
81.0%
] 4
 
19.0%
Lowercase Letter
ValueCountFrequency (%)
n 1
50.0%
i 1
50.0%
Math Symbol
ValueCountFrequency (%)
< 1
50.0%
> 1
50.0%
Space Separator
ValueCountFrequency (%)
81
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 345
68.6%
Common 153
30.4%
Latin 5
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
산 19
 
5.5%
용 13
 
3.8%
숲 11
 
3.2%
남 8
 
2.3%
험 8
 
2.3%
체 8
 
2.3%
기 7
 
2.0%
길 7
 
2.0%
공 6
 
1.7%
아 6
 
1.7%
Other values (135) 252
73.0%
Common
ValueCountFrequency (%)
81
52.9%
( 17
 
11.1%
) 17
 
11.1%
2 6
 
3.9%
, 5
 
3.3%
5 4
 
2.6%
] 4
 
2.6%
[ 4
 
2.6%
4 3
 
2.0%
! 2
 
1.3%
Other values (7) 10
 
6.5%
Latin
ValueCountFrequency (%)
n 1
20.0%
i 1
20.0%
B 1
20.0%
A 1
20.0%
L 1
20.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 345
68.6%
ASCII 158
31.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
81
51.3%
( 17
 
10.8%
) 17
 
10.8%
2 6
 
3.8%
, 5
 
3.2%
5 4
 
2.5%
] 4
 
2.5%
[ 4
 
2.5%
4 3
 
1.9%
! 2
 
1.3%
Other values (12) 15
 
9.5%
Hangul
ValueCountFrequency (%)
산 19
 
5.5%
용 13
 
3.8%
숲 11
 
3.2%
남 8
 
2.3%
험 8
 
2.3%
체 8
 
2.3%
기 7
 
2.0%
길 7
 
2.0%
공 6
 
1.7%
아 6
 
1.7%
Other values (135) 252
73.0%

결제방법
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
무료
23 
유료(요금안내문의)
 
1
유료
 
1

Length

Max length10
Median length2
Mean length2.32
Min length2

Unique

Unique2 ?
Unique (%)8.0%

Sample

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

Common Values

ValueCountFrequency (%)
무료 23
92.0%
유료(요금안내문의) 1
 
4.0%
유료 1
 
4.0%

Length

2024-05-18T08:59:07.177704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:59:07.638064image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 23
92.0%
유료(요금안내문의 1
 
4.0%
유료 1
 
4.0%

장소명
Text

Distinct13
Distinct (%)52.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2024-05-18T08:59:08.210604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length37
Median length21
Mean length12.4
Min length4

Characters and Unicode

Total characters310
Distinct characters85
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

Unique6 ?
Unique (%)24.0%

Sample

1st row서울시 중부공원여가센터>공원이용지원센터
2nd row서울시 중부공원여가센터>한남유아숲체험원앞
3rd row서울시 중부공원여가센터>한남유아숲체험원앞
4th row서울시 중부공원여가센터>한남유아숲체험원앞
5th row용산가족공원
ValueCountFrequency (%)
용산가족공원 4
 
9.3%
서울시 4
 
9.3%
중부공원여가센터>한남유아숲체험원앞 3
 
7.0%
한남공원이용지원센터 3
 
7.0%
응봉유아숲체험원 3
 
7.0%
용산도시기억전시관 2
 
4.7%
용산역사박물관 2
 
4.7%
서울예술교육센터(용산 2
 
4.7%
용산구 1
 
2.3%
효창공원 1
 
2.3%
Other values (18) 18
41.9%
2024-05-18T08:59:09.477018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 24
 
7.7%
19
 
6.1%
용 17
 
5.5%
산 14
 
4.5%
공 14
 
4.5%
센 11
 
3.5%
터 10
 
3.2%
시 9
 
2.9%
가 9
 
2.9%
서 8
 
2.6%
Other values (75) 175
56.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 274
88.4%
Space Separator 19
 
6.1%
Open Punctuation 4
 
1.3%
Close Punctuation 4
 
1.3%
Math Symbol 4
 
1.3%
Decimal Number 4
 
1.3%
Other Punctuation 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 24
 
8.8%
용 17
 
6.2%
산 14
 
5.1%
공 14
 
5.1%
센 11
 
4.0%
터 10
 
3.6%
시 9
 
3.3%
가 9
 
3.3%
서 8
 
2.9%
울 7
 
2.6%
Other values (66) 151
55.1%
Decimal Number
ValueCountFrequency (%)
1 1
25.0%
7 1
25.0%
2 1
25.0%
3 1
25.0%
Space Separator
ValueCountFrequency (%)
19
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Math Symbol
ValueCountFrequency (%)
> 4
100.0%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 274
88.4%
Common 36
 
11.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 24
 
8.8%
용 17
 
6.2%
산 14
 
5.1%
공 14
 
5.1%
센 11
 
4.0%
터 10
 
3.6%
시 9
 
3.3%
가 9
 
3.3%
서 8
 
2.9%
울 7
 
2.6%
Other values (66) 151
55.1%
Common
ValueCountFrequency (%)
19
52.8%
( 4
 
11.1%
) 4
 
11.1%
> 4
 
11.1%
1 1
 
2.8%
7 1
 
2.8%
, 1
 
2.8%
2 1
 
2.8%
3 1
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 274
88.4%
ASCII 36
 
11.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 24
 
8.8%
용 17
 
6.2%
산 14
 
5.1%
공 14
 
5.1%
센 11
 
4.0%
터 10
 
3.6%
시 9
 
3.3%
가 9
 
3.3%
서 8
 
2.9%
울 7
 
2.6%
Other values (66) 151
55.1%
ASCII
ValueCountFrequency (%)
19
52.8%
( 4
 
11.1%
) 4
 
11.1%
> 4
 
11.1%
1 1
 
2.8%
7 1
 
2.8%
, 1
 
2.8%
2 1
 
2.8%
3 1
 
2.8%

서비스대상
Text

Distinct19
Distinct (%)76.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2024-05-18T08:59:10.010370image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length18
Mean length11.4
Min length2

Characters and Unicode

Total characters285
Distinct characters39
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 (%)56.0%

Sample

1st row 가족(초등학생이상 동반가족)
2nd row 가족(초등3학년이상 가족)
3rd row 가족(초등이상 가족)
4th row 유아(유아를 동반한 가족)
5th row 초등학생(초등학생이상 보호자동반)
ValueCountFrequency (%)
가족 8
16.3%
성인 5
 
10.2%
성인(일반 3
 
6.1%
남녀 3
 
6.1%
초등학생(초등학생이상 2
 
4.1%
보호자동반 2
 
4.1%
제한없음 2
 
4.1%
동반 2
 
4.1%
유아 2
 
4.1%
3학년~성인 1
 
2.0%
Other values (19) 19
38.8%
2024-05-18T08:59:10.862778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
48
16.8%
) 17
 
6.0%
가 17
 
6.0%
( 17
 
6.0%
족 17
 
6.0%
학 16
 
5.6%
초 12
 
4.2%
등 12
 
4.2%
반 10
 
3.5%
인 10
 
3.5%
Other values (29) 109
38.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 191
67.0%
Space Separator 48
 
16.8%
Close Punctuation 17
 
6.0%
Open Punctuation 17
 
6.0%
Decimal Number 8
 
2.8%
Math Symbol 4
 
1.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
가 17
 
8.9%
족 17
 
8.9%
학 16
 
8.4%
초 12
 
6.3%
등 12
 
6.3%
반 10
 
5.2%
인 10
 
5.2%
성 10
 
5.2%
생 8
 
4.2%
이 8
 
4.2%
Other values (20) 71
37.2%
Decimal Number
ValueCountFrequency (%)
3 3
37.5%
6 2
25.0%
1 1
 
12.5%
2 1
 
12.5%
4 1
 
12.5%
Space Separator
ValueCountFrequency (%)
48
100.0%
Close Punctuation
ValueCountFrequency (%)
) 17
100.0%
Open Punctuation
ValueCountFrequency (%)
( 17
100.0%
Math Symbol
ValueCountFrequency (%)
~ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 191
67.0%
Common 94
33.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
가 17
 
8.9%
족 17
 
8.9%
학 16
 
8.4%
초 12
 
6.3%
등 12
 
6.3%
반 10
 
5.2%
인 10
 
5.2%
성 10
 
5.2%
생 8
 
4.2%
이 8
 
4.2%
Other values (20) 71
37.2%
Common
ValueCountFrequency (%)
48
51.1%
) 17
 
18.1%
( 17
 
18.1%
~ 4
 
4.3%
3 3
 
3.2%
6 2
 
2.1%
1 1
 
1.1%
2 1
 
1.1%
4 1
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 191
67.0%
ASCII 94
33.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
48
51.1%
) 17
 
18.1%
( 17
 
18.1%
~ 4
 
4.3%
3 3
 
3.2%
6 2
 
2.1%
1 1
 
1.1%
2 1
 
1.1%
4 1
 
1.1%
Hangul
ValueCountFrequency (%)
가 17
 
8.9%
족 17
 
8.9%
학 16
 
8.4%
초 12
 
6.3%
등 12
 
6.3%
반 10
 
5.2%
인 10
 
5.2%
성 10
 
5.2%
생 8
 
4.2%
이 8
 
4.2%
Other values (20) 71
37.2%

바로가기URL
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2024-05-18T08:59:11.849201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length98
Median length92
Mean length92.24
Min length92

Characters and Unicode

Total characters2306
Distinct characters47
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

Unique25 ?
Unique (%)100.0%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419150830980774
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419150144176273
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419151522810066
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240420134517547198
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416161356651288
ValueCountFrequency (%)
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419150830980774 1
 
4.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240418150424179329 1
 
4.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240315174234424847 1
 
4.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240517085227828892 1
 
4.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240513132320203376 1
 
4.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240501170632404620 1
 
4.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240411170505444028 1
 
4.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240409163801518271 1
 
4.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240325102937241101 1
 
4.0%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240318104750707797 1
 
4.0%
Other values (15) 15
60.0%
2024-05-18T08:59:13.342589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 252
 
10.9%
s 176
 
7.6%
/ 126
 
5.5%
r 124
 
5.4%
. 100
 
4.3%
t 100
 
4.3%
o 99
 
4.3%
v 98
 
4.2%
4 78
 
3.4%
i 76
 
3.3%
Other values (37) 1077
46.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1434
62.2%
Decimal Number 438
 
19.0%
Other Punctuation 276
 
12.0%
Uppercase Letter 83
 
3.6%
Connector Punctuation 50
 
2.2%
Math Symbol 25
 
1.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 252
17.6%
s 176
12.3%
r 124
 
8.6%
t 100
 
7.0%
o 99
 
6.9%
v 98
 
6.8%
i 76
 
5.3%
a 53
 
3.7%
d 52
 
3.6%
c 52
 
3.6%
Other values (12) 352
24.5%
Decimal Number
ValueCountFrequency (%)
4 78
17.8%
1 72
16.4%
2 63
14.4%
0 59
13.5%
5 35
8.0%
7 32
7.3%
3 29
 
6.6%
9 27
 
6.2%
8 24
 
5.5%
6 19
 
4.3%
Uppercase Letter
ValueCountFrequency (%)
R 26
31.3%
S 25
30.1%
V 24
28.9%
C 3
 
3.6%
B 1
 
1.2%
D 1
 
1.2%
K 1
 
1.2%
I 1
 
1.2%
Y 1
 
1.2%
Other Punctuation
ValueCountFrequency (%)
/ 126
45.7%
. 100
36.2%
? 25
 
9.1%
: 25
 
9.1%
Connector Punctuation
ValueCountFrequency (%)
_ 50
100.0%
Math Symbol
ValueCountFrequency (%)
= 25
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1517
65.8%
Common 789
34.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 252
16.6%
s 176
11.6%
r 124
 
8.2%
t 100
 
6.6%
o 99
 
6.5%
v 98
 
6.5%
i 76
 
5.0%
a 53
 
3.5%
d 52
 
3.4%
c 52
 
3.4%
Other values (21) 435
28.7%
Common
ValueCountFrequency (%)
/ 126
16.0%
. 100
12.7%
4 78
9.9%
1 72
9.1%
2 63
8.0%
0 59
7.5%
_ 50
 
6.3%
5 35
 
4.4%
7 32
 
4.1%
3 29
 
3.7%
Other values (6) 145
18.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2306
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 252
 
10.9%
s 176
 
7.6%
/ 126
 
5.5%
r 124
 
5.4%
. 100
 
4.3%
t 100
 
4.3%
o 99
 
4.3%
v 98
 
4.2%
4 78
 
3.4%
i 76
 
3.3%
Other values (37) 1077
46.7%

장소X좌표
Real number (ℝ)

HIGH CORRELATION 

Distinct11
Distinct (%)44.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.9837
Minimum126.95925
Maximum127.00428
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2024-05-18T08:59:13.740633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.95925
5-th percentile126.96581
Q1126.96661
median126.98364
Q3126.9971
95-th percentile127.00428
Maximum127.00428
Range0.04503
Interquartile range (IQR)0.03049

Descriptive statistics

Standard deviation0.015163288
Coefficient of variation (CV)0.0001194113
Kurtosis-1.5663389
Mean126.9837
Median Absolute Deviation (MAD)0.013472165
Skewness-0.15998556
Sum3174.5924
Variance0.00022992529
MonotonicityNot monotonic
2024-05-18T08:59:14.073703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
126.9971 6
24.0%
126.98364245222494 4
16.0%
127.00428 3
12.0%
126.96661 3
12.0%
126.96651555680675 2
 
8.0%
126.96581 2
 
8.0%
126.99711461723032 1
 
4.0%
126.96747075168078 1
 
4.0%
126.98702937858346 1
 
4.0%
126.987028473368 1
 
4.0%
ValueCountFrequency (%)
126.95925 1
 
4.0%
126.96581 2
 
8.0%
126.96651555680675 2
 
8.0%
126.96661 3
12.0%
126.96747075168078 1
 
4.0%
126.98364245222494 4
16.0%
126.987028473368 1
 
4.0%
126.98702937858346 1
 
4.0%
126.9971 6
24.0%
126.99711461723032 1
 
4.0%
ValueCountFrequency (%)
127.00428 3
12.0%
126.99711461723032 1
 
4.0%
126.9971 6
24.0%
126.98702937858346 1
 
4.0%
126.987028473368 1
 
4.0%
126.98364245222494 4
16.0%
126.96747075168078 1
 
4.0%
126.96661 3
12.0%
126.96651555680675 2
 
8.0%
126.96581 2
 
8.0%

장소Y좌표
Real number (ℝ)

HIGH CORRELATION 

Distinct11
Distinct (%)44.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.534006
Minimum37.521946
Maximum37.54557
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2024-05-18T08:59:14.275019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.521946
5-th percentile37.521946
Q137.526381
median37.534831
Q337.54148
95-th percentile37.54557
Maximum37.54557
Range0.023623777
Interquartile range (IQR)0.015099373

Descriptive statistics

Standard deviation0.0088955986
Coefficient of variation (CV)0.00023700104
Kurtosis-1.7421257
Mean37.534006
Median Absolute Deviation (MAD)0.0080114194
Skewness-0.097472143
Sum938.35016
Variance7.9131674 × 10-5
MonotonicityNot monotonic
2024-05-18T08:59:14.561248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
37.54148 6
24.0%
37.521946223021054 4
16.0%
37.54557 3
12.0%
37.52682 3
12.0%
37.52638062679508 2
 
8.0%
37.52566 2
 
8.0%
37.54149454314856 1
 
4.0%
37.536827422518726 1
 
4.0%
37.534830968963725 1
 
4.0%
37.5348314193581 1
 
4.0%
ValueCountFrequency (%)
37.521946223021054 4
16.0%
37.52566 2
 
8.0%
37.52638062679508 2
 
8.0%
37.52682 3
12.0%
37.534830968963725 1
 
4.0%
37.5348314193581 1
 
4.0%
37.536827422518726 1
 
4.0%
37.54148 6
24.0%
37.54149454314856 1
 
4.0%
37.54426 1
 
4.0%
ValueCountFrequency (%)
37.54557 3
12.0%
37.54426 1
 
4.0%
37.54149454314856 1
 
4.0%
37.54148 6
24.0%
37.536827422518726 1
 
4.0%
37.5348314193581 1
 
4.0%
37.534830968963725 1
 
4.0%
37.52682 3
12.0%
37.52638062679508 2
 
8.0%
37.52566 2
 
8.0%

서비스개시시작일시
Date

Distinct19
Distinct (%)76.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
Minimum2024-03-25 00:00:00
Maximum2024-06-13 00:00:00
2024-05-18T08:59:14.839641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T08:59:15.217912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)

서비스개시종료일시
Date

Distinct15
Distinct (%)60.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
Minimum2024-05-23 00:00:00
Maximum2024-11-30 00:00:00
2024-05-18T08:59:15.642890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T08:59:15.958730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)

접수시작일시
Date

Distinct15
Distinct (%)60.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
Minimum2024-03-19 00:01:00
Maximum2024-05-18 00:00:00
2024-05-18T08:59:16.331627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T08:59:16.697658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)

접수종료일시
Date

Distinct21
Distinct (%)84.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
Minimum2024-05-17 13:00:00
Maximum2024-10-31 00:02:00
2024-05-18T08:59:17.400924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T08:59:17.942503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
용산구
25 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
용산구 25
100.0%

Length

2024-05-18T08:59:18.479705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:59:18.765653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
용산구 25
100.0%

Interactions

2024-05-18T08:58:58.693679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T08:58:58.189278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T08:58:58.947417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T08:58:58.447555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-18T08:59:19.009214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스구분1.0001.0001.0000.0001.0001.0001.0001.0001.0000.0000.2740.0001.0001.0001.000
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명1.0001.0001.0000.7971.0000.9350.9820.6761.0000.9280.8500.8320.9271.0001.000
서비스상태0.0001.0000.7971.0001.0000.0000.7810.4401.0000.5330.4810.4460.0000.8090.943
서비스명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
결제방법1.0001.0000.9350.0001.0001.0000.8330.4401.0000.0000.2400.4401.0001.0001.000
장소명1.0001.0000.9820.7811.0000.8331.0000.9261.0001.0001.0000.6220.8790.8640.912
서비스대상1.0001.0000.6760.4401.0000.4400.9261.0001.0000.8120.8830.7130.7650.8560.907
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표0.0001.0000.9280.5331.0000.0001.0000.8121.0001.0000.9310.8210.9100.8800.970
장소Y좌표0.2741.0000.8500.4811.0000.2401.0000.8831.0000.9311.0000.8300.8840.8490.994
서비스개시시작일시0.0001.0000.8320.4461.0000.4400.6220.7131.0000.8210.8301.0000.9580.9250.984
서비스개시종료일시1.0001.0000.9270.0001.0001.0000.8790.7651.0000.9100.8840.9581.0000.9720.990
접수시작일시1.0001.0001.0000.8091.0001.0000.8640.8561.0000.8800.8490.9250.9721.0000.982
접수종료일시1.0001.0001.0000.9431.0001.0000.9120.9071.0000.9700.9940.9840.9900.9821.000
2024-05-18T08:59:19.522326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스상태서비스구분소분류명결제방법
서비스상태1.0000.0000.4370.000
서비스구분0.0001.0000.9090.978
소분류명0.4370.9091.0000.639
결제방법0.0000.9780.6391.000
2024-05-18T08:59:19.843874image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장소X좌표장소Y좌표서비스구분소분류명서비스상태결제방법
장소X좌표1.0000.6580.0000.6070.2220.000
장소Y좌표0.6581.0000.2410.6860.3190.109
서비스구분0.0000.2411.0000.9090.0000.978
소분류명0.6070.6860.9091.0000.4370.639
서비스상태0.2220.3190.0000.4371.0000.000
결제방법0.0000.1090.9780.6390.0001.000

Missing values

2024-05-18T08:58:59.341779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-18T08:59:00.061779image/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
0자체S240419150830980774문화체험공원탐방예약마감(토)남산공원 자연놀이무료서울시 중부공원여가센터>공원이용지원센터가족(초등학생이상 동반가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419150830980774126.99711537.5414952024-05-11 00:00:00.02024-05-25 00:00:00.02024-04-20 14:00:00.02024-05-23 09:00:00.0용산구
1자체S240419150144176273문화체험공원탐방접수중(토,일) 남산 둘레길 탐방무료서울시 중부공원여가센터>한남유아숲체험원앞가족(초등3학년이상 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419150144176273126.997137.541482024-05-11 00:00:00.02024-05-26 00:00:00.02024-04-20 14:00:00.02024-05-23 09:00:00.0용산구
2자체S240419151522810066문화체험공원탐방예약마감(일) 남산 숲탐정 명탐정무료서울시 중부공원여가센터>한남유아숲체험원앞가족(초등이상 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419151522810066126.997137.541482024-05-12 00:00:00.02024-05-26 00:00:00.02024-04-20 14:00:00.02024-05-23 09:05:00.0용산구
3자체S240420134517547198문화체험공원탐방접수중한남 숲놀이터(한남유아숲체험원)무료서울시 중부공원여가센터>한남유아숲체험원앞유아(유아를 동반한 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240420134517547198126.997137.541482024-05-02 00:00:00.02024-05-30 00:00:00.02024-04-22 14:00:00.02024-05-28 09:00:00.0용산구
4자체S240416161356651288문화체험공원탐방접수중(토) 용산가족공원 숲티어링무료용산가족공원초등학생(초등학생이상 보호자동반)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416161356651288126.98364237.5219462024-05-04 00:00:00.02024-05-25 00:00:00.02024-04-20 14:00:00.02024-05-23 09:00:00.0용산구
5자체S240417151801165115문화체험공원탐방접수중(수) 용산가족공원 꼬물꼬물 호기심 숲무료용산가족공원초등학생(초등학생이상 보호자동반)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240417151801165115126.98364237.5219462024-05-08 00:00:00.02024-05-29 00:00:00.02024-04-20 14:00:00.02024-05-27 09:00:00.0용산구
6자체S240419092742141799문화체험공원탐방예약마감목화체험(전통기구 체험)무료용산가족공원가족(성인 및 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419092742141799126.98364237.5219462024-05-18 00:00:00.02024-05-25 00:00:00.02024-04-20 14:00:00.02024-05-23 16:00:00.0용산구
7자체S240419094458414948문화체험공원탐방예약마감텃밭에 사는 곤충들 (유아단체)무료용산가족공원유아https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419094458414948126.98364237.5219462024-05-22 00:00:00.02024-05-29 00:00:00.02024-04-20 14:00:00.02024-05-22 16:00:00.0용산구
8자체S240425062836639717문화체험교육체험접수중[경의선숲길] 숲길 따라 교과 식물 탐색(5월)무료경의선 숲길사랑방초등학생(2~3학년)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240425062836639717126.96747137.5368272024-04-25 00:00:00.02024-05-23 00:00:00.02024-04-25 10:00:00.02024-05-23 17:00:00.0용산구
9자체S240312171742691407문화체험문화행사예약마감2024년 용산기지 둘레길 산책(4, 5, 6월)-상반기 2차무료용산기지 둘레길 산책(코스 별 출발장소 상이)제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240312171742691407126.98702937.5348312024-03-26 00:00:00.02024-06-01 00:00:00.02024-03-28 14:00:00.02024-06-01 14:01:00.0용산구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
15자체S240418154135490324문화체험공원탐방접수중남산둘레길 건강걷기무료한남공원이용지원센터성인(일반 성인 남녀)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418154135490324126.997137.541482024-05-03 00:00:00.02024-05-31 00:00:00.02024-04-20 14:00:00.02024-05-29 09:00:00.0용산구
16자체S240318104750707797문화체험교육체험접수중(주말) 용산LAB: 도시역사편 [용산아, 학교가자]무료용산역사박물관어린이(초등학교 1~6학년 어린이)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240318104750707797126.9658137.525662024-04-13 00:00:00.02024-07-27 00:00:00.02024-03-23 00:01:00.02024-07-24 00:02:00.0용산구
17자체S240325102937241101문화체험교육체험접수중[성인대상] 인문학, 용산공방유료(요금안내문의)용산역사박물관성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240325102937241101126.9658137.525662024-04-24 00:00:00.02024-10-30 00:00:00.02024-04-03 00:00:00.02024-10-23 00:01:00.0용산구
18자체S240409163801518271문화체험산림여가접수중숲에서 놀자무료응봉유아숲체험원가족(유아 동반 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240409163801518271127.0042837.545572024-04-09 00:00:00.02024-07-31 00:00:00.02024-04-09 00:00:00.02024-07-31 00:00:00.0용산구
19자체S240411170505444028문화체험산림여가접수중응봉유아숲 수시 가족체험무료응봉유아숲체험원가족(유아동반가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240411170505444028127.0042837.545572024-04-15 00:00:00.02024-06-17 00:00:00.02024-04-11 18:00:00.02024-06-16 18:01:00.0용산구
20자체S240501170632404620문화체험산림여가접수중체험원 시설물 체험해보기 매월2번째 월요일무료응봉유아숲체험원가족https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240501170632404620127.0042837.545572024-05-13 00:00:00.02024-07-08 00:00:00.02024-05-01 00:00:00.02024-07-06 00:00:00.0용산구
21자체S240513132320203376문화체험전시/관람접수종료클래식 음악을 더 알고 싶다면? [렉처in살롱] 클래식 음악편무료서울예술교육센터(용산)성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240513132320203376126.9666137.526822024-06-13 00:00:00.02024-06-13 00:00:00.02024-05-13 14:00:00.02024-06-07 18:00:00.0용산구
22자체S240517085227828892문화체험전시/관람접수종료(토)가족을 위한 바로크 음악 공연 : 음악이 마음에 닿을 때무료서울예술교육센터(용산)가족https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240517085227828892126.9666137.526822024-05-25 00:00:00.02024-05-25 00:00:00.02024-05-17 09:00:00.02024-05-24 18:00:00.0용산구
23자체S240315174234424847문화체험산림여가접수중<숲해설>용산구 숲체험 프로그램무료효창공원제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240315174234424847126.9592537.544262024-03-25 00:00:00.02024-11-30 00:00:00.02024-03-19 00:01:00.02024-10-31 00:02:00.0용산구
24연계XML-YS231001문화체험서울형키즈카페접수중서울형 키즈카페 용산구 한강로동점(용산 도담도담 실내놀이터)유료서울특별시 용산구 서빙고로 17 센트럴파크타워, 2층 (한강로3가)유아https://icare.seoul.go.kr/icare/user/kidsCafeResve/BD_selectKidsCafeResveCal.do?q_fcltyId=YS231001126.9666137.526822024-05-18 00:00:00.02024-06-15 00:00:00.02024-05-18 00:00:00.02024-06-15 23:59:59.0용산구