Overview

Dataset statistics

Number of variables17
Number of observations26
Missing cells12
Missing cells (%)2.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.6 KiB
Average record size in memory143.1 B

Variable types

Categorical7
Text4
Numeric2
DateTime4

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author노원구
URLhttps://data.seoul.go.kr/dataList/OA-12141/S/1/datasetView.do

Alerts

대분류명 has constant value ""Constant
지역명 has constant value ""Constant
장소X좌표 is highly overall correlated with 서비스구분 and 2 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 서비스구분 and 2 other fieldsHigh correlation
서비스구분 is highly overall correlated with 장소X좌표 and 3 other fieldsHigh correlation
소분류명 is highly overall correlated with 장소X좌표 and 2 other fieldsHigh correlation
서비스상태 is highly overall correlated with 서비스구분High correlation
장소명 is highly overall correlated with 장소X좌표 and 3 other fieldsHigh correlation
결제방법 is highly imbalanced (60.8%)Imbalance
장소X좌표 has 6 (23.1%) missing valuesMissing
장소Y좌표 has 6 (23.1%) missing valuesMissing
서비스ID has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-05-04 00:17:39.110435
Analysis finished2024-05-04 00:17:44.018998
Duration4.91 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size340.0 B
자체
20 
연계
6 

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 20
76.9%
연계 6
 
23.1%

Length

2024-05-04T00:17:44.275248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T00:17:44.747572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 20
76.9%
연계 6
 
23.1%

서비스ID
Text

UNIQUE 

Distinct26
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size340.0 B
2024-05-04T00:17:45.275117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length16.615385
Min length8

Characters and Unicode

Total characters432
Distinct characters18
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

Unique26 ?
Unique (%)100.0%

Sample

1st rowS240205093803528614
2nd rowS231114111051601505
3rd rowS231114135248569479
4th rowS240202090313594250
5th rowS240202142354630795
ValueCountFrequency (%)
s240205093803528614 1
 
3.8%
s231114111051601505 1
 
3.8%
xml-1586 1
 
3.8%
xml-1606 1
 
3.8%
xml-1607 1
 
3.8%
s240413211926018384 1
 
3.8%
s240411152057268040 1
 
3.8%
xml-1676 1
 
3.8%
xml-1677 1
 
3.8%
s240419202004633659 1
 
3.8%
Other values (16) 16
61.5%
2024-05-04T00:17:46.519865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 62
14.4%
0 61
14.1%
2 52
12.0%
4 49
11.3%
3 37
8.6%
5 34
7.9%
9 25
5.8%
6 24
 
5.6%
8 23
 
5.3%
S 20
 
4.6%
Other values (8) 45
10.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 382
88.4%
Uppercase Letter 38
 
8.8%
Dash Punctuation 6
 
1.4%
Lowercase Letter 6
 
1.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 62
16.2%
0 61
16.0%
2 52
13.6%
4 49
12.8%
3 37
9.7%
5 34
8.9%
9 25
6.5%
6 24
 
6.3%
8 23
 
6.0%
7 15
 
3.9%
Uppercase Letter
ValueCountFrequency (%)
S 20
52.6%
X 6
 
15.8%
M 6
 
15.8%
L 6
 
15.8%
Lowercase Letter
ValueCountFrequency (%)
t 2
33.3%
j 2
33.3%
d 2
33.3%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 388
89.8%
Latin 44
 
10.2%

Most frequent character per script

Common
ValueCountFrequency (%)
1 62
16.0%
0 61
15.7%
2 52
13.4%
4 49
12.6%
3 37
9.5%
5 34
8.8%
9 25
6.4%
6 24
 
6.2%
8 23
 
5.9%
7 15
 
3.9%
Latin
ValueCountFrequency (%)
S 20
45.5%
X 6
 
13.6%
M 6
 
13.6%
L 6
 
13.6%
t 2
 
4.5%
j 2
 
4.5%
d 2
 
4.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 432
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 62
14.4%
0 61
14.1%
2 52
12.0%
4 49
11.3%
3 37
8.6%
5 34
7.9%
9 25
5.8%
6 24
 
5.6%
8 23
 
5.3%
S 20
 
4.6%
Other values (8) 45
10.4%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size340.0 B
문화체험
26 

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 26
100.0%

Length

2024-05-04T00:17:47.046254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T00:17:47.436234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화체험 26
100.0%

소분류명
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)15.4%
Missing0
Missing (%)0.0%
Memory size340.0 B
교육체험
15 
산림여가
6 
전시/관람
4 
공원탐방
 
1

Length

Max length5
Median length4
Mean length4.1538462
Min length4

Unique

Unique1 ?
Unique (%)3.8%

Sample

1st row교육체험
2nd row전시/관람
3rd row전시/관람
4th row교육체험
5th row교육체험

Common Values

ValueCountFrequency (%)
교육체험 15
57.7%
산림여가 6
 
23.1%
전시/관람 4
 
15.4%
공원탐방 1
 
3.8%

Length

2024-05-04T00:17:47.833990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T00:17:48.291101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교육체험 15
57.7%
산림여가 6
 
23.1%
전시/관람 4
 
15.4%
공원탐방 1
 
3.8%

서비스상태
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)15.4%
Missing0
Missing (%)0.0%
Memory size340.0 B
접수중
12 
안내중
8 
접수종료
5 
예약마감
 
1

Length

Max length4
Median length3
Mean length3.2307692
Min length3

Unique

Unique1 ?
Unique (%)3.8%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 12
46.2%
안내중 8
30.8%
접수종료 5
19.2%
예약마감 1
 
3.8%

Length

2024-05-04T00:17:48.778403image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T00:17:49.275266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 12
46.2%
안내중 8
30.8%
접수종료 5
19.2%
예약마감 1
 
3.8%

서비스명
Text

Distinct25
Distinct (%)96.2%
Missing0
Missing (%)0.0%
Memory size340.0 B
2024-05-04T00:17:49.891851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length51
Median length41
Mean length34.115385
Min length16

Characters and Unicode

Total characters887
Distinct characters162
Distinct categories9 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)92.3%

Sample

1st row[서울생활사박물관](주말, 초등학생 동반 가족) 2024년 상반기 가족 생활사 공작소
2nd row[개인예약]2024년 서울생활사박물관 어린이체험실 '옴팡' 관람 개인 예약
3rd row[단체예약]2024년 서울생활사박물관 어린이체험실 '옴팡' 관람 단체 예약
4th row[서울생활사박물관] 2024년 무브무브 나의 생활사(초등 3~4학년 학급 단체)
5th row[서울생활사박물관] 2024년 상반기 변장나들이(유치원 및 어린이집 단체)
ValueCountFrequency (%)
서울생활사박물관 8
 
5.3%
2024년 8
 
5.3%
단체 7
 
4.6%
4
 
2.6%
아동 4
 
2.6%
엮기(초등5~6학년 3
 
2.0%
학급단체 3
 
2.0%
서울이야기 3
 
2.0%
프로그램 3
 
2.0%
조각조각 3
 
2.0%
Other values (83) 105
69.5%
2024-05-04T00:17:51.170214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
125
 
14.1%
2 27
 
3.0%
[ 22
 
2.5%
년 22
 
2.5%
] 22
 
2.5%
학 19
 
2.1%
관 19
 
2.1%
) 18
 
2.0%
( 18
 
2.0%
체 17
 
1.9%
Other values (152) 578
65.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 571
64.4%
Space Separator 125
 
14.1%
Decimal Number 80
 
9.0%
Open Punctuation 40
 
4.5%
Close Punctuation 40
 
4.5%
Other Punctuation 12
 
1.4%
Math Symbol 10
 
1.1%
Connector Punctuation 6
 
0.7%
Dash Punctuation 3
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
년 22
 
3.9%
학 19
 
3.3%
관 19
 
3.3%
체 17
 
3.0%
사 17
 
3.0%
서 15
 
2.6%
기 15
 
2.6%
울 14
 
2.5%
원 13
 
2.3%
활 13
 
2.3%
Other values (133) 407
71.3%
Decimal Number
ValueCountFrequency (%)
2 27
33.8%
4 15
18.8%
0 13
16.2%
5 7
 
8.8%
6 6
 
7.5%
1 6
 
7.5%
3 4
 
5.0%
8 2
 
2.5%
Other Punctuation
ValueCountFrequency (%)
' 6
50.0%
, 5
41.7%
/ 1
 
8.3%
Open Punctuation
ValueCountFrequency (%)
[ 22
55.0%
( 18
45.0%
Close Punctuation
ValueCountFrequency (%)
] 22
55.0%
) 18
45.0%
Space Separator
ValueCountFrequency (%)
125
100.0%
Math Symbol
ValueCountFrequency (%)
~ 10
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 6
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 571
64.4%
Common 316
35.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
년 22
 
3.9%
학 19
 
3.3%
관 19
 
3.3%
체 17
 
3.0%
사 17
 
3.0%
서 15
 
2.6%
기 15
 
2.6%
울 14
 
2.5%
원 13
 
2.3%
활 13
 
2.3%
Other values (133) 407
71.3%
Common
ValueCountFrequency (%)
125
39.6%
2 27
 
8.5%
[ 22
 
7.0%
] 22
 
7.0%
) 18
 
5.7%
( 18
 
5.7%
4 15
 
4.7%
0 13
 
4.1%
~ 10
 
3.2%
5 7
 
2.2%
Other values (9) 39
 
12.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 571
64.4%
ASCII 316
35.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
125
39.6%
2 27
 
8.5%
[ 22
 
7.0%
] 22
 
7.0%
) 18
 
5.7%
( 18
 
5.7%
4 15
 
4.7%
0 13
 
4.1%
~ 10
 
3.2%
5 7
 
2.2%
Other values (9) 39
 
12.3%
Hangul
ValueCountFrequency (%)
년 22
 
3.9%
학 19
 
3.3%
관 19
 
3.3%
체 17
 
3.0%
사 17
 
3.0%
서 15
 
2.6%
기 15
 
2.6%
울 14
 
2.5%
원 13
 
2.3%
활 13
 
2.3%
Other values (133) 407
71.3%

결제방법
Categorical

IMBALANCE 

Distinct3
Distinct (%)11.5%
Missing0
Missing (%)0.0%
Memory size340.0 B
무료
23 
유료(요금안내문의)
 
2
유료
 
1

Length

Max length10
Median length2
Mean length2.6153846
Min length2

Unique

Unique1 ?
Unique (%)3.8%

Sample

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

Common Values

ValueCountFrequency (%)
무료 23
88.5%
유료(요금안내문의) 2
 
7.7%
유료 1
 
3.8%

Length

2024-05-04T00:17:51.611280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T00:17:52.099414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 23
88.5%
유료(요금안내문의 2
 
7.7%
유료 1
 
3.8%

장소명
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)42.3%
Missing0
Missing (%)0.0%
Memory size340.0 B
서울생활사박물관
9 
불암산 산림치유센터
3 
거점 1호 우리동네키움센터 (3층 모임방)
3 
서울시립과학관(노원구)
2 
거점 1호 우리동네키움센터 (3층 요리방)
2 
Other values (6)
7 

Length

Max length23
Median length12
Mean length11.192308
Min length5

Unique

Unique5 ?
Unique (%)19.2%

Sample

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

Common Values

ValueCountFrequency (%)
서울생활사박물관 9
34.6%
불암산 산림치유센터 3
 
11.5%
거점 1호 우리동네키움센터 (3층 모임방) 3
 
11.5%
서울시립과학관(노원구) 2
 
7.7%
거점 1호 우리동네키움센터 (3층 요리방) 2
 
7.7%
노원골 입구 2
 
7.7%
노원수학문화관 1
 
3.8%
불암산 나비정원 1
 
3.8%
노원정원지원센터 1
 
3.8%
경춘선숲길 1
 
3.8%

Length

2024-05-04T00:17:52.634685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
서울생활사박물관 9
17.0%
거점 5
9.4%
1호 5
9.4%
우리동네키움센터 5
9.4%
3층 5
9.4%
불암산 4
7.5%
노원골 3
 
5.7%
산림치유센터 3
 
5.7%
모임방 3
 
5.7%
입구 2
 
3.8%
Other values (7) 9
17.0%

서비스대상
Text

Distinct20
Distinct (%)76.9%
Missing0
Missing (%)0.0%
Memory size340.0 B
2024-05-04T00:17:53.233395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length46
Median length23
Mean length12.115385
Min length2

Characters and Unicode

Total characters315
Distinct characters66
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

Unique17 ?
Unique (%)65.4%

Sample

1st row 가족(초등학생 동반 가족)
2nd row 가족(이용자모두예약필수)
3rd row 어린이
4th row 초등학생(초등학교 3~4학년 학급단체)
5th row 유아(유치원 및 어린이집 단체(5~7세))
ValueCountFrequency (%)
어린이 7
 
12.3%
초등학생 4
 
7.0%
제한없음 3
 
5.3%
성인 3
 
5.3%
가족 3
 
5.3%
및 3
 
5.3%
성인(단체 2
 
3.5%
청소년 2
 
3.5%
단체 2
 
3.5%
유아 2
 
3.5%
Other values (26) 26
45.6%
2024-05-04T00:17:54.485038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
51
 
16.2%
학 15
 
4.8%
( 14
 
4.4%
) 14
 
4.4%
, 13
 
4.1%
등 12
 
3.8%
인 12
 
3.8%
이 11
 
3.5%
어 10
 
3.2%
초 10
 
3.2%
Other values (56) 153
48.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 212
67.3%
Space Separator 51
 
16.2%
Open Punctuation 14
 
4.4%
Close Punctuation 14
 
4.4%
Other Punctuation 13
 
4.1%
Decimal Number 7
 
2.2%
Math Symbol 4
 
1.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 15
 
7.1%
등 12
 
5.7%
인 12
 
5.7%
이 11
 
5.2%
어 10
 
4.7%
초 10
 
4.7%
린 10
 
4.7%
생 8
 
3.8%
단 7
 
3.3%
체 7
 
3.3%
Other values (45) 110
51.9%
Decimal Number
ValueCountFrequency (%)
5 2
28.6%
1 1
14.3%
2 1
14.3%
7 1
14.3%
4 1
14.3%
3 1
14.3%
Space Separator
ValueCountFrequency (%)
51
100.0%
Open Punctuation
ValueCountFrequency (%)
( 14
100.0%
Close Punctuation
ValueCountFrequency (%)
) 14
100.0%
Other Punctuation
ValueCountFrequency (%)
, 13
100.0%
Math Symbol
ValueCountFrequency (%)
~ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 212
67.3%
Common 103
32.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 15
 
7.1%
등 12
 
5.7%
인 12
 
5.7%
이 11
 
5.2%
어 10
 
4.7%
초 10
 
4.7%
린 10
 
4.7%
생 8
 
3.8%
단 7
 
3.3%
체 7
 
3.3%
Other values (45) 110
51.9%
Common
ValueCountFrequency (%)
51
49.5%
( 14
 
13.6%
) 14
 
13.6%
, 13
 
12.6%
~ 4
 
3.9%
5 2
 
1.9%
1 1
 
1.0%
2 1
 
1.0%
7 1
 
1.0%
4 1
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 212
67.3%
ASCII 103
32.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
51
49.5%
( 14
 
13.6%
) 14
 
13.6%
, 13
 
12.6%
~ 4
 
3.9%
5 2
 
1.9%
1 1
 
1.0%
2 1
 
1.0%
7 1
 
1.0%
4 1
 
1.0%
Hangul
ValueCountFrequency (%)
학 15
 
7.1%
등 12
 
5.7%
인 12
 
5.7%
이 11
 
5.2%
어 10
 
4.7%
초 10
 
4.7%
린 10
 
4.7%
생 8
 
3.8%
단 7
 
3.3%
체 7
 
3.3%
Other values (45) 110
51.9%

바로가기URL
Text

UNIQUE 

Distinct26
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size340.0 B
2024-05-04T00:17:55.690248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length141
Median length92
Mean length99.346154
Min length38

Characters and Unicode

Total characters2583
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

Unique26 ?
Unique (%)100.0%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240205093803528614
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231114111051601505
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231114135248569479
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240202090313594250
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240202142354630795
ValueCountFrequency (%)
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240205093803528614 1
 
3.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s231114111051601505 1
 
3.8%
https://icare.seoul.go.kr/icare/user/chilprogrm/orgideaexprnctzn/bd_selectorgideaexprnctzn.do?q_progrmcl=2000&q_placecode=100&q_progrmsn=1586 1
 
3.8%
https://icare.seoul.go.kr/icare/user/chilprogrm/orgideaexprnctzn/bd_selectorgideaexprnctzn.do?q_progrmcl=1000&q_placecode=100&q_progrmsn=1606 1
 
3.8%
https://icare.seoul.go.kr/icare/user/chilprogrm/orgideaexprnctzn/bd_selectorgideaexprnctzn.do?q_progrmcl=1000&q_placecode=100&q_progrmsn=1607 1
 
3.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240413211926018384 1
 
3.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240411152057268040 1
 
3.8%
https://icare.seoul.go.kr/icare/user/chilprogrm/orgideaexprnctzn/bd_selectorgideaexprnctzn.do?q_progrmcl=1000&q_placecode=100&q_progrmsn=1676 1
 
3.8%
https://icare.seoul.go.kr/icare/user/chilprogrm/orgideaexprnctzn/bd_selectorgideaexprnctzn.do?q_progrmcl=1000&q_placecode=100&q_progrmsn=1677 1
 
3.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419202004633659 1
 
3.8%
Other values (16) 16
61.5%
2024-05-04T00:17:57.577299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 252
 
9.8%
r 173
 
6.7%
s 162
 
6.3%
/ 139
 
5.4%
o 120
 
4.6%
t 108
 
4.2%
. 102
 
3.9%
i 86
 
3.3%
0 85
 
3.3%
v 80
 
3.1%
Other values (40) 1276
49.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1656
64.1%
Decimal Number 415
 
16.1%
Other Punctuation 302
 
11.7%
Uppercase Letter 115
 
4.5%
Connector Punctuation 60
 
2.3%
Math Symbol 35
 
1.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 252
15.2%
r 173
 
10.4%
s 162
 
9.8%
o 120
 
7.2%
t 108
 
6.5%
i 86
 
5.2%
v 80
 
4.8%
a 68
 
4.1%
l 65
 
3.9%
c 65
 
3.9%
Other values (14) 477
28.8%
Decimal Number
ValueCountFrequency (%)
0 85
20.5%
1 71
17.1%
2 53
12.8%
4 49
11.8%
3 37
8.9%
5 34
 
8.2%
9 25
 
6.0%
8 23
 
5.5%
6 23
 
5.5%
7 15
 
3.6%
Uppercase Letter
ValueCountFrequency (%)
S 25
21.7%
C 20
17.4%
R 20
17.4%
V 20
17.4%
E 10
 
8.7%
B 5
 
4.3%
D 5
 
4.3%
O 5
 
4.3%
P 5
 
4.3%
Other Punctuation
ValueCountFrequency (%)
/ 139
46.0%
. 102
33.8%
: 26
 
8.6%
? 25
 
8.3%
& 10
 
3.3%
Connector Punctuation
ValueCountFrequency (%)
_ 60
100.0%
Math Symbol
ValueCountFrequency (%)
= 35
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1771
68.6%
Common 812
31.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 252
14.2%
r 173
 
9.8%
s 162
 
9.1%
o 120
 
6.8%
t 108
 
6.1%
i 86
 
4.9%
v 80
 
4.5%
a 68
 
3.8%
l 65
 
3.7%
c 65
 
3.7%
Other values (23) 592
33.4%
Common
ValueCountFrequency (%)
/ 139
17.1%
. 102
12.6%
0 85
10.5%
1 71
8.7%
_ 60
7.4%
2 53
 
6.5%
4 49
 
6.0%
3 37
 
4.6%
= 35
 
4.3%
5 34
 
4.2%
Other values (7) 147
18.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2583
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 252
 
9.8%
r 173
 
6.7%
s 162
 
6.3%
/ 139
 
5.4%
o 120
 
4.6%
t 108
 
4.2%
. 102
 
3.9%
i 86
 
3.3%
0 85
 
3.3%
v 80
 
3.1%
Other values (40) 1276
49.4%

장소X좌표
Real number (ℝ)

HIGH CORRELATION  MISSING 

Distinct9
Distinct (%)45.0%
Missing6
Missing (%)23.1%
Infinite0
Infinite (%)0.0%
Mean127.07603
Minimum127.0612
Maximum127.09309
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size366.0 B
2024-05-04T00:17:58.272569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum127.0612
5-th percentile127.0612
Q1127.07694
median127.07694
Q3127.07827
95-th percentile127.08169
Maximum127.09309
Range0.03189
Interquartile range (IQR)0.0013331595

Descriptive statistics

Standard deviation0.0074788084
Coefficient of variation (CV)5.885302 × 10-5
Kurtosis1.7219321
Mean127.07603
Median Absolute Deviation (MAD)0.00054036635
Skewness-0.57993509
Sum2541.5207
Variance5.5932575 × 10-5
MonotonicityNot monotonic
2024-05-04T00:17:58.834941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
127.07693846115158 9
34.6%
127.07747882749824 2
 
7.7%
127.08109 2
 
7.7%
127.0612 2
 
7.7%
127.072350210885 1
 
3.8%
127.08065 1
 
3.8%
127.08102 1
 
3.8%
127.09309 1
 
3.8%
127.06156627874655 1
 
3.8%
(Missing) 6
23.1%
ValueCountFrequency (%)
127.0612 2
 
7.7%
127.06156627874655 1
 
3.8%
127.072350210885 1
 
3.8%
127.07693846115158 9
34.6%
127.07747882749824 2
 
7.7%
127.08065 1
 
3.8%
127.08102 1
 
3.8%
127.08109 2
 
7.7%
127.09309 1
 
3.8%
ValueCountFrequency (%)
127.09309 1
 
3.8%
127.08109 2
 
7.7%
127.08102 1
 
3.8%
127.08065 1
 
3.8%
127.07747882749824 2
 
7.7%
127.07693846115158 9
34.6%
127.072350210885 1
 
3.8%
127.06156627874655 1
 
3.8%
127.0612 2
 
7.7%

장소Y좌표
Real number (ℝ)

HIGH CORRELATION  MISSING 

Distinct9
Distinct (%)45.0%
Missing6
Missing (%)23.1%
Infinite0
Infinite (%)0.0%
Mean37.639481
Minimum37.620174
Maximum37.674351
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size366.0 B
2024-05-04T00:17:59.343631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.620174
5-th percentile37.620174
Q137.620174
median37.633152
Q337.655475
95-th percentile37.674312
Maximum37.674351
Range0.054177189
Interquartile range (IQR)0.035300996

Descriptive statistics

Standard deviation0.021161511
Coefficient of variation (CV)0.00056221581
Kurtosis-1.3568609
Mean37.639481
Median Absolute Deviation (MAD)0.012977501
Skewness0.48956813
Sum752.78962
Variance0.00044780956
MonotonicityNot monotonic
2024-05-04T00:17:59.720626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
37.620174004053766 9
34.6%
37.64185300911589 2
 
7.7%
37.65407 2
 
7.7%
37.67431 2
 
7.7%
37.6578302271754 1
 
3.8%
37.65547 1
 
3.8%
37.65549 1
 
3.8%
37.62445 1
 
3.8%
37.67435119325896 1
 
3.8%
(Missing) 6
23.1%
ValueCountFrequency (%)
37.620174004053766 9
34.6%
37.62445 1
 
3.8%
37.64185300911589 2
 
7.7%
37.65407 2
 
7.7%
37.65547 1
 
3.8%
37.65549 1
 
3.8%
37.6578302271754 1
 
3.8%
37.67431 2
 
7.7%
37.67435119325896 1
 
3.8%
ValueCountFrequency (%)
37.67435119325896 1
 
3.8%
37.67431 2
 
7.7%
37.6578302271754 1
 
3.8%
37.65549 1
 
3.8%
37.65547 1
 
3.8%
37.65407 2
 
7.7%
37.64185300911589 2
 
7.7%
37.62445 1
 
3.8%
37.620174004053766 9
34.6%

서비스개시시작일시
Date

Distinct19
Distinct (%)73.1%
Missing0
Missing (%)0.0%
Memory size340.0 B
Minimum2024-01-01 00:00:00
Maximum2024-10-17 00:00:00
2024-05-04T00:18:00.187084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T00:18:00.551780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)

서비스개시종료일시
Date

Distinct15
Distinct (%)57.7%
Missing0
Missing (%)0.0%
Memory size340.0 B
Minimum2024-05-11 00:00:00
Maximum2024-12-31 00:00:00
2024-05-04T00:18:01.038581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T00:18:01.708331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)

접수시작일시
Date

Distinct24
Distinct (%)92.3%
Missing0
Missing (%)0.0%
Memory size340.0 B
Minimum2023-12-05 00:00:00
Maximum2024-05-30 23:01:00
2024-05-04T00:18:02.226455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T00:18:02.692377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)

접수종료일시
Date

Distinct21
Distinct (%)80.8%
Missing0
Missing (%)0.0%
Memory size340.0 B
Minimum2024-03-05 16:00:00
Maximum2024-12-31 23:55:00
2024-05-04T00:18:03.207006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T00:18:03.813789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size340.0 B
노원구
26 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
노원구 26
100.0%

Length

2024-05-04T00:18:04.434357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T00:18:05.111156image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
노원구 26
100.0%

Interactions

2024-05-04T00:17:41.519770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T00:17:40.943377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T00:17:41.905613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T00:17:41.207711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-04T00:18:05.399884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스구분1.0001.0000.0000.7711.0000.1730.8691.0001.000NaNNaN1.0000.7211.0001.000
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명0.0001.0001.0000.5091.0000.0000.9291.0001.0000.9060.8580.6780.8341.0000.946
서비스상태0.7711.0000.5091.0001.0000.0000.3110.9791.0000.5320.7700.9220.7451.0001.000
서비스명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0000.9571.0000.9620.938
결제방법0.1731.0000.0000.0001.0001.0000.6281.0001.0000.3780.5650.5400.0001.0001.000
장소명0.8691.0000.9290.3111.0000.6281.0000.9431.0001.0001.0000.8910.8791.0000.970
서비스대상1.0001.0001.0000.9791.0001.0000.9431.0001.0000.9550.8970.9010.8960.8960.878
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표NaN1.0000.9060.5321.0000.3781.0000.9551.0001.0001.0000.8780.9671.0000.942
장소Y좌표NaN1.0000.8580.7701.0000.5651.0000.8971.0001.0001.0000.8990.8141.0000.918
서비스개시시작일시1.0001.0000.6780.9220.9570.5400.8910.9011.0000.8780.8991.0000.9730.9790.970
서비스개시종료일시0.7211.0000.8340.7451.0000.0000.8790.8961.0000.9670.8140.9731.0000.9680.972
접수시작일시1.0001.0001.0001.0000.9621.0001.0000.8961.0001.0001.0000.9790.9681.0001.000
접수종료일시1.0001.0000.9461.0000.9381.0000.9700.8781.0000.9420.9180.9700.9721.0001.000
2024-05-04T00:18:05.934723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
결제방법서비스구분서비스상태장소명소분류명
결제방법1.0000.2740.0000.3560.000
서비스구분0.2741.0000.5350.6890.000
서비스상태0.0000.5351.0000.0920.206
장소명0.3560.6890.0921.0000.704
소분류명0.0000.0000.2060.7041.000
2024-05-04T00:18:06.402160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장소X좌표장소Y좌표서비스구분소분류명서비스상태결제방법장소명
장소X좌표1.000-0.1181.0000.7350.3280.2120.886
장소Y좌표-0.1181.0001.0000.5100.3970.3560.829
서비스구분1.0001.0001.0000.0000.5350.2740.689
소분류명0.7350.5100.0001.0000.2060.0000.704
서비스상태0.3280.3970.5350.2061.0000.0000.092
결제방법0.2120.3560.2740.0000.0001.0000.356
장소명0.8860.8290.6890.7040.0920.3561.000

Missing values

2024-05-04T00:17:42.402548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-04T00:17:43.227987image/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.
2024-05-04T00:17:43.768055image/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
0자체S240205093803528614문화체험교육체험예약마감[서울생활사박물관](주말, 초등학생 동반 가족) 2024년 상반기 가족 생활사 공작소무료서울생활사박물관가족(초등학생 동반 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240205093803528614127.07693837.6201742024-03-02 00:00:00.02024-05-11 00:00:00.02024-02-21 09:00:00.02024-05-07 16:00:00.0노원구
1자체S231114111051601505문화체험전시/관람접수중[개인예약]2024년 서울생활사박물관 어린이체험실 '옴팡' 관람 개인 예약무료서울생활사박물관가족(이용자모두예약필수)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231114111051601505127.07693837.6201742024-01-02 00:00:00.02024-12-31 00:00:00.02023-12-05 00:00:00.02024-12-31 23:55:00.0노원구
2자체S231114135248569479문화체험전시/관람접수중[단체예약]2024년 서울생활사박물관 어린이체험실 '옴팡' 관람 단체 예약무료서울생활사박물관어린이https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231114135248569479127.07693837.6201742024-01-02 00:00:00.02024-12-31 00:00:00.02023-12-05 00:00:00.02024-12-31 23:55:00.0노원구
3자체S240202090313594250문화체험교육체험접수종료[서울생활사박물관] 2024년 무브무브 나의 생활사(초등 3~4학년 학급 단체)무료서울생활사박물관초등학생(초등학교 3~4학년 학급단체)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240202090313594250127.07693837.6201742024-04-03 00:00:00.02024-12-04 00:00:00.02024-02-19 09:00:00.02024-03-12 16:00:00.0노원구
4자체S240202142354630795문화체험교육체험접수종료[서울생활사박물관] 2024년 상반기 변장나들이(유치원 및 어린이집 단체)무료서울생활사박물관유아(유치원 및 어린이집 단체(5~7세))https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240202142354630795127.07693837.6201742024-03-19 00:00:00.02024-05-28 00:00:00.02024-02-22 09:00:00.02024-03-05 16:00:00.0노원구
5자체S240205105938898397문화체험교육체험접수종료[서울생활사박물관] 2024년 조각조각 서울이야기 엮기(초등5~6학년 학급단체)무료서울생활사박물관초등학생https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240205105938898397127.07693837.6201742024-04-04 00:00:00.02024-12-05 00:00:00.02024-02-19 09:00:00.02024-03-12 16:00:00.0노원구
6자체S240205150158861284문화체험교육체험접수중[서울생활사박물관] 2024년 박물관에서 열린 청소년 생활법정(중학교 단체)무료서울생활사박물관청소년(중학교 학급 및 동아리 단체)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240205150158861284127.07693837.6201742024-05-24 00:00:00.02024-11-22 00:00:00.02024-02-20 09:00:00.02024-11-15 16:00:00.0노원구
7자체S240312173340186493문화체험교육체험접수종료[서울생활사박물관] (추가모집) 2024년 조각조각 서울이야기 엮기(초등5~6학년 학급단체)무료서울생활사박물관초등학생https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240312173340186493127.07693837.6201742024-04-04 00:00:00.02024-12-05 00:00:00.02024-03-13 09:00:00.02024-03-26 16:00:00.0노원구
8자체S240328172848921489문화체험교육체험접수종료[서울생활사박물관] (추가모집) 2024년 조각조각 서울이야기 엮기(초등5~6학년 학급단체)무료서울생활사박물관초등학생https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240328172848921489127.07693837.6201742024-10-17 00:00:00.02024-12-05 00:00:00.02024-03-29 09:00:00.02024-09-12 16:00:00.0노원구
9자체S240501095608369695문화체험교육체험안내중[2024노원수학문화관] 상반기 수학놀이터 교육기관 단체 예약무료노원수학문화관유아(교육기관단체(어린이집, 유치원, 초등학교 1~2학년))https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240501095608369695127.0723537.657832024-05-16 00:00:00.02024-08-30 00:00:00.02024-05-08 10:00:00.02024-08-30 12:01:00.0노원구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
16자체S240402113815124100문화체험산림여가접수중[노원구, 노원골 유아숲체험원] 시설체험해보기(화~목, 오후 13시~16시)무료노원골 유아숲체험원가족, 어린이, 유아, 초등학생https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240402113815124100127.06156637.6743512024-04-18 00:00:00.02024-11-29 00:00:00.02024-04-22 00:01:00.02024-11-22 23:59:00.0노원구
17자체S240419202004633659문화체험산림여가접수중산림치유센터[노원구] - 불암산 산림치유센터 난임부부프로그램무료불암산 산림치유센터성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419202004633659127.0810937.654072024-05-12 00:00:00.02024-06-30 00:00:00.02024-05-02 00:00:00.02024-06-30 00:00:00.0노원구
18연계XML-1677문화체험교육체험안내중[아동] 멋따라 맛따라_망치 케이크_4~6학년(5월 18일)무료거점 1호 우리동네키움센터 (3층 요리방)어린이https://icare.seoul.go.kr/icare/user/chilProgrm/orgideaExprnCtzn/BD_selectOrgideaExprnCtzn.do?q_progrmCl=1000&q_placeCode=100&q_progrmSn=1677<NA><NA>2024-05-18 00:00:00.02024-05-18 00:00:00.02024-05-07 11:00:00.02024-05-17 15:00:00.0노원구
19연계XML-1676문화체험교육체험안내중[아동] 멋따라 맛따라_망치 케이크_1~3학년(5월 18일)무료거점 1호 우리동네키움센터 (3층 요리방)어린이https://icare.seoul.go.kr/icare/user/chilProgrm/orgideaExprnCtzn/BD_selectOrgideaExprnCtzn.do?q_progrmCl=1000&q_placeCode=100&q_progrmSn=1676<NA><NA>2024-05-18 00:00:00.02024-05-18 00:00:00.02024-05-07 10:00:00.02024-05-17 15:00:00.0노원구
20자체S240411152057268040문화체험산림여가접수중숲해설[노원구] - 청소년 동아리 숲체험(수락산) ' 숲은 내 친구' (화)무료노원골 입구청소년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240411152057268040127.061237.674312024-04-16 00:00:00.02024-05-28 00:00:00.02024-04-11 15:00:00.02024-05-25 15:00:00.0노원구
21자체S240413211926018384문화체험산림여가접수중숲해설[노원구] -수락산 봄꽃이야기(화)무료노원골 입구제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240413211926018384127.061237.674312024-04-16 00:00:00.02024-05-28 00:00:00.02024-04-13 22:00:00.02024-05-25 15:00:00.0노원구
22연계XML-1607문화체험교육체험접수중[아동] 에코빌리지_3~6학년무료거점 1호 우리동네키움센터 (3층 모임방)어린이https://icare.seoul.go.kr/icare/user/chilProgrm/orgideaExprnCtzn/BD_selectOrgideaExprnCtzn.do?q_progrmCl=1000&q_placeCode=100&q_progrmSn=1607<NA><NA>2024-05-27 00:00:00.02024-05-27 00:00:00.02024-04-22 10:00:00.02024-05-24 15:00:00.0노원구
23연계XML-1606문화체험교육체험안내중[아동] 에코빌리지_1~2학년무료거점 1호 우리동네키움센터 (3층 모임방)어린이https://icare.seoul.go.kr/icare/user/chilProgrm/orgideaExprnCtzn/BD_selectOrgideaExprnCtzn.do?q_progrmCl=1000&q_placeCode=100&q_progrmSn=1606<NA><NA>2024-05-13 00:00:00.02024-05-13 00:00:00.02024-04-16 10:00:00.02024-05-10 15:00:00.0노원구
24연계XML-1586문화체험교육체험안내중[종사자] 에니어그램을 활용한 돌봄기관 종사자 역량강화 프로그램무료거점 1호 우리동네키움센터 (3층 모임방)성인https://icare.seoul.go.kr/icare/user/chilProgrm/orgideaExprnCtzn/BD_selectOrgideaExprnCtzn.do?q_progrmCl=2000&q_placeCode=100&q_progrmSn=1586<NA><NA>2024-05-11 00:00:00.02024-05-11 00:00:00.02024-04-11 10:00:00.02024-04-25 16:00:00.0노원구
25연계XML-ttjddj06문화체험산림여가안내중불암산 산림치유센터, 산림치유프로그램유료불암산 산림치유센터제한없음https://www.kguide.kr/buramsantherapy/<NA><NA>2024-01-01 00:00:00.02024-12-31 00:00:00.02024-01-01 00:00:00.02024-12-31 00:00:00.0노원구