Overview

Dataset statistics

Number of variables17
Number of observations24
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.4 KiB
Average record size in memory143.5 B

Variable types

Categorical9
Text3
Numeric2
DateTime3

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author영등포구
URLhttps://data.seoul.go.kr/dataList/OA-12189/S/1/datasetView.do

Alerts

대분류명 has constant value ""Constant
지역명 has constant value ""Constant
소분류명 is highly overall correlated with 장소X좌표 and 2 other fieldsHigh correlation
서비스구분 is highly overall correlated with 장소X좌표 and 4 other fieldsHigh correlation
장소X좌표 is highly overall correlated with 서비스구분 and 3 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 서비스구분 and 3 other fieldsHigh correlation
결제방법 is highly overall correlated with 서비스대상High correlation
장소명 is highly overall correlated with 장소X좌표 and 4 other fieldsHigh correlation
서비스대상 is highly overall correlated with 장소X좌표 and 4 other fieldsHigh correlation
서비스개시종료일시 is highly overall correlated with 장소명High correlation
서비스구분 is highly imbalanced (75.0%)Imbalance
소분류명 is highly imbalanced (62.9%)Imbalance
서비스ID has unique valuesUnique
서비스명 has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-05-11 05:20:37.310342
Analysis finished2024-05-11 05:20:40.591910
Duration3.28 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size324.0 B
자체
23 
연계
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)4.2%

Sample

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

Common Values

ValueCountFrequency (%)
자체 23
95.8%
연계 1
 
4.2%

Length

2024-05-11T05:20:40.778643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T05:20:41.072063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 23
95.8%
연계 1
 
4.2%

서비스ID
Text

UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size324.0 B
2024-05-11T05:20:41.472432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length18.708333
Min length12

Characters and Unicode

Total characters449
Distinct characters17
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)100.0%

Sample

1st rowS240416164204738959
2nd rowS240416174047231308
3rd rowS240416174553305194
4th rowS240416174846180137
5th rowS231030135801729652
ValueCountFrequency (%)
s240416164204738959 1
 
4.2%
s240416174047231308 1
 
4.2%
s240509213809207051 1
 
4.2%
s240426185830587730 1
 
4.2%
s240426184023321800 1
 
4.2%
s240426181858941719 1
 
4.2%
s240422102725336471 1
 
4.2%
s240420120947015388 1
 
4.2%
s240419181402813504 1
 
4.2%
s240419172958156196 1
 
4.2%
Other values (14) 14
58.3%
2024-05-11T05:20:42.343322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4 69
15.4%
2 68
15.1%
0 64
14.3%
1 63
14.0%
3 31
6.9%
5 30
6.7%
8 25
 
5.6%
6 24
 
5.3%
9 23
 
5.1%
S 23
 
5.1%
Other values (7) 29
6.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 420
93.5%
Uppercase Letter 28
 
6.2%
Dash Punctuation 1
 
0.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 69
16.4%
2 68
16.2%
0 64
15.2%
1 63
15.0%
3 31
7.4%
5 30
7.1%
8 25
 
6.0%
6 24
 
5.7%
9 23
 
5.5%
7 23
 
5.5%
Uppercase Letter
ValueCountFrequency (%)
S 23
82.1%
X 1
 
3.6%
M 1
 
3.6%
L 1
 
3.6%
Y 1
 
3.6%
F 1
 
3.6%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 421
93.8%
Latin 28
 
6.2%

Most frequent character per script

Common
ValueCountFrequency (%)
4 69
16.4%
2 68
16.2%
0 64
15.2%
1 63
15.0%
3 31
7.4%
5 30
7.1%
8 25
 
5.9%
6 24
 
5.7%
9 23
 
5.5%
7 23
 
5.5%
Latin
ValueCountFrequency (%)
S 23
82.1%
X 1
 
3.6%
M 1
 
3.6%
L 1
 
3.6%
Y 1
 
3.6%
F 1
 
3.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 449
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4 69
15.4%
2 68
15.1%
0 64
14.3%
1 63
14.0%
3 31
6.9%
5 30
6.7%
8 25
 
5.6%
6 24
 
5.3%
9 23
 
5.1%
S 23
 
5.1%
Other values (7) 29
6.5%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
문화체험
24 

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 24
100.0%

Length

2024-05-11T05:20:42.591136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T05:20:42.752980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화체험 24
100.0%

소분류명
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct4
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size324.0 B
교육체험
21 
공원탐방
 
1
단체봉사
 
1
서울형키즈카페
 
1

Length

Max length7
Median length4
Mean length4.125
Min length4

Unique

Unique3 ?
Unique (%)12.5%

Sample

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

Common Values

ValueCountFrequency (%)
교육체험 21
87.5%
공원탐방 1
 
4.2%
단체봉사 1
 
4.2%
서울형키즈카페 1
 
4.2%

Length

2024-05-11T05:20:43.309514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T05:20:43.635624image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교육체험 21
87.5%
공원탐방 1
 
4.2%
단체봉사 1
 
4.2%
서울형키즈카페 1
 
4.2%

서비스상태
Categorical

Distinct5
Distinct (%)20.8%
Missing0
Missing (%)0.0%
Memory size324.0 B
접수중
11 
예약마감
6 
접수종료
4 
안내중
2 
예약일시중지
 
1

Length

Max length6
Median length3
Mean length3.5416667
Min length3

Unique

Unique1 ?
Unique (%)4.2%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 11
45.8%
예약마감 6
25.0%
접수종료 4
 
16.7%
안내중 2
 
8.3%
예약일시중지 1
 
4.2%

Length

2024-05-11T05:20:44.009273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T05:20:44.346031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 11
45.8%
예약마감 6
25.0%
접수종료 4
 
16.7%
안내중 2
 
8.3%
예약일시중지 1
 
4.2%

서비스명
Text

UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size324.0 B
2024-05-11T05:20:44.799620image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length47
Median length34
Mean length30.125
Min length16

Characters and Unicode

Total characters723
Distinct characters159
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 (%)100.0%

Sample

1st row밤섬생태체험관 원데이 특별 프로그램 모집(5월 1회차)
2nd row밤섬생태체험관 원데이 특별 프로그램 모집(5월 2회차)
3rd row[토요일]밤섬생태체험관 원데이 특별 프로그램 모집(5월 3회차)
4th row[토요일]밤섬생태체험관 원데이 특별 프로그램 모집(5월 4회차)
5th row11월 여의샛강생태공원 디지털 그림 공모 축제_누구나
ValueCountFrequency (%)
정원지원센터 8
 
5.8%
프로그램 6
 
4.4%
문래정원 4
 
2.9%
특별 4
 
2.9%
모집(5월 4
 
2.9%
양성 4
 
2.9%
원데이 4
 
2.9%
영등포공원 4
 
2.9%
5월 4
 
2.9%
여의도공원 3
 
2.2%
Other values (72) 92
67.2%
2024-05-11T05:20:45.761147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
113
 
15.6%
원 45
 
6.2%
) 22
 
3.0%
( 22
 
3.0%
정 21
 
2.9%
공 13
 
1.8%
월 11
 
1.5%
이 10
 
1.4%
5 10
 
1.4%
지 10
 
1.4%
Other values (149) 446
61.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 514
71.1%
Space Separator 113
 
15.6%
Close Punctuation 31
 
4.3%
Open Punctuation 31
 
4.3%
Decimal Number 22
 
3.0%
Other Punctuation 5
 
0.7%
Math Symbol 4
 
0.6%
Dash Punctuation 2
 
0.3%
Connector Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 45
 
8.8%
정 21
 
4.1%
공 13
 
2.5%
월 11
 
2.1%
이 10
 
1.9%
지 10
 
1.9%
센 10
 
1.9%
터 10
 
1.9%
생 10
 
1.9%
도 9
 
1.8%
Other values (133) 365
71.0%
Decimal Number
ValueCountFrequency (%)
5 10
45.5%
1 5
22.7%
2 3
 
13.6%
3 2
 
9.1%
0 1
 
4.5%
4 1
 
4.5%
Close Punctuation
ValueCountFrequency (%)
) 22
71.0%
] 9
29.0%
Open Punctuation
ValueCountFrequency (%)
( 22
71.0%
[ 9
29.0%
Math Symbol
ValueCountFrequency (%)
< 2
50.0%
> 2
50.0%
Space Separator
ValueCountFrequency (%)
113
100.0%
Other Punctuation
ValueCountFrequency (%)
, 5
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 514
71.1%
Common 209
28.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 45
 
8.8%
정 21
 
4.1%
공 13
 
2.5%
월 11
 
2.1%
이 10
 
1.9%
지 10
 
1.9%
센 10
 
1.9%
터 10
 
1.9%
생 10
 
1.9%
도 9
 
1.8%
Other values (133) 365
71.0%
Common
ValueCountFrequency (%)
113
54.1%
) 22
 
10.5%
( 22
 
10.5%
5 10
 
4.8%
[ 9
 
4.3%
] 9
 
4.3%
, 5
 
2.4%
1 5
 
2.4%
2 3
 
1.4%
3 2
 
1.0%
Other values (6) 9
 
4.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 514
71.1%
ASCII 209
28.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
113
54.1%
) 22
 
10.5%
( 22
 
10.5%
5 10
 
4.8%
[ 9
 
4.3%
] 9
 
4.3%
, 5
 
2.4%
1 5
 
2.4%
2 3
 
1.4%
3 2
 
1.0%
Other values (6) 9
 
4.3%
Hangul
ValueCountFrequency (%)
원 45
 
8.8%
정 21
 
4.1%
공 13
 
2.5%
월 11
 
2.1%
이 10
 
1.9%
지 10
 
1.9%
센 10
 
1.9%
터 10
 
1.9%
생 10
 
1.9%
도 9
 
1.8%
Other values (133) 365
71.0%

결제방법
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size324.0 B
무료
21 
유료
3 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
무료 21
87.5%
유료 3
 
12.5%

Length

2024-05-11T05:20:46.164998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T05:20:46.457155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 21
87.5%
유료 3
 
12.5%

장소명
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)45.8%
Missing0
Missing (%)0.0%
Memory size324.0 B
밤섬생태체험관
4 
영등포공원
4 
문래 주민친화 정원
4 
여의샛강생태공원(여의도샛강생태공원)
2 
선유도공원
2 
Other values (6)
8 

Length

Max length40
Median length19
Mean length10.666667
Min length5

Unique

Unique4 ?
Unique (%)16.7%

Sample

1st row밤섬생태체험관
2nd row밤섬생태체험관
3rd row밤섬생태체험관
4th row밤섬생태체험관
5th row여의샛강생태공원(여의도샛강생태공원)

Common Values

ValueCountFrequency (%)
밤섬생태체험관 4
16.7%
영등포공원 4
16.7%
문래 주민친화 정원 4
16.7%
여의샛강생태공원(여의도샛강생태공원) 2
8.3%
선유도공원 2
8.3%
여의도공원 사모정 2
8.3%
서울청년센터 영등포 2
8.3%
여의도공원 생태숲 체험 교실 1
 
4.2%
영등포구보건소 심폐소생술 교육장 1
 
4.2%
여의도샛강생태체험관 1
 
4.2%

Length

2024-05-11T05:20:46.824675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
밤섬생태체험관 4
 
8.3%
문래 4
 
8.3%
주민친화 4
 
8.3%
정원 4
 
8.3%
영등포공원 4
 
8.3%
여의도공원 3
 
6.2%
사모정 2
 
4.2%
영등포 2
 
4.2%
서울청년센터 2
 
4.2%
선유도공원 2
 
4.2%
Other values (16) 17
35.4%

서비스대상
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)41.7%
Missing0
Missing (%)0.0%
Memory size324.0 B
성인
7 
어린이
4 
제한없음
3 
청년
2 
성인, 청소년
2 
Other values (5)
6 

Length

Max length21
Median length13
Mean length5.375
Min length2

Unique

Unique4 ?
Unique (%)16.7%

Sample

1st row 어린이
2nd row 어린이
3rd row 어린이
4th row 어린이
5th row 제한없음

Common Values

ValueCountFrequency (%)
성인 7
29.2%
어린이 4
16.7%
제한없음 3
12.5%
청년 2
 
8.3%
성인, 청소년 2
 
8.3%
성인, 어린이, 청소년 2
 
8.3%
유아 1
 
4.2%
가족 1
 
4.2%
어린이, 유아(7세 이상 가족 동반) 1
 
4.2%
유아 1
 
4.2%

Length

2024-05-11T05:20:47.267636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T05:20:47.600125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성인 11
32.4%
어린이 7
20.6%
청소년 4
 
11.8%
제한없음 3
 
8.8%
청년 2
 
5.9%
유아 2
 
5.9%
가족 2
 
5.9%
유아(7세 1
 
2.9%
이상 1
 
2.9%
동반 1
 
2.9%

바로가기URL
Text

UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size324.0 B
2024-05-11T05:20:48.303745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length98
Median length92
Mean length92.25
Min length92

Characters and Unicode

Total characters2214
Distinct characters48
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)100.0%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416164204738959
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416174047231308
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416174553305194
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416174846180137
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231030135801729652
ValueCountFrequency (%)
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240416164204738959 1
 
4.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240416174047231308 1
 
4.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240509213809207051 1
 
4.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240426185830587730 1
 
4.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240426184023321800 1
 
4.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240426181858941719 1
 
4.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240422102725336471 1
 
4.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240420120947015388 1
 
4.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419181402813504 1
 
4.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240419172958156196 1
 
4.2%
Other values (14) 14
58.3%
2024-05-11T05:20:49.682261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 242
 
10.9%
s 169
 
7.6%
/ 121
 
5.5%
r 119
 
5.4%
t 96
 
4.3%
. 96
 
4.3%
o 95
 
4.3%
v 94
 
4.2%
i 73
 
3.3%
4 69
 
3.1%
Other values (38) 1040
47.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1377
62.2%
Decimal Number 420
 
19.0%
Other Punctuation 265
 
12.0%
Uppercase Letter 80
 
3.6%
Connector Punctuation 48
 
2.2%
Math Symbol 24
 
1.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 242
17.6%
s 169
12.3%
r 119
 
8.6%
t 96
 
7.0%
o 95
 
6.9%
v 94
 
6.8%
i 73
 
5.3%
a 51
 
3.7%
d 50
 
3.6%
c 50
 
3.6%
Other values (12) 338
24.5%
Decimal Number
ValueCountFrequency (%)
4 69
16.4%
2 68
16.2%
0 64
15.2%
1 63
15.0%
3 31
7.4%
5 30
7.1%
8 25
 
6.0%
6 24
 
5.7%
9 23
 
5.5%
7 23
 
5.5%
Uppercase Letter
ValueCountFrequency (%)
R 25
31.2%
S 23
28.7%
V 23
28.7%
C 3
 
3.8%
B 1
 
1.2%
D 1
 
1.2%
K 1
 
1.2%
I 1
 
1.2%
Y 1
 
1.2%
F 1
 
1.2%
Other Punctuation
ValueCountFrequency (%)
/ 121
45.7%
. 96
36.2%
? 24
 
9.1%
: 24
 
9.1%
Connector Punctuation
ValueCountFrequency (%)
_ 48
100.0%
Math Symbol
ValueCountFrequency (%)
= 24
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1457
65.8%
Common 757
34.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 242
16.6%
s 169
11.6%
r 119
 
8.2%
t 96
 
6.6%
o 95
 
6.5%
v 94
 
6.5%
i 73
 
5.0%
a 51
 
3.5%
d 50
 
3.4%
c 50
 
3.4%
Other values (22) 418
28.7%
Common
ValueCountFrequency (%)
/ 121
16.0%
. 96
12.7%
4 69
9.1%
2 68
9.0%
0 64
8.5%
1 63
8.3%
_ 48
 
6.3%
3 31
 
4.1%
5 30
 
4.0%
8 25
 
3.3%
Other values (6) 142
18.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2214
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 242
 
10.9%
s 169
 
7.6%
/ 121
 
5.5%
r 119
 
5.4%
t 96
 
4.3%
. 96
 
4.3%
o 95
 
4.3%
v 94
 
4.2%
i 73
 
3.3%
4 69
 
3.1%
Other values (38) 1040
47.0%

장소X좌표
Real number (ℝ)

HIGH CORRELATION 

Distinct11
Distinct (%)45.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.91249
Minimum126.89513
Maximum126.93286
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2024-05-11T05:20:50.114175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.89513
5-th percentile126.8952
Q1126.89891
median126.91214
Q3126.92199
95-th percentile126.93286
Maximum126.93286
Range0.037733841
Interquartile range (IQR)0.023081275

Descriptive statistics

Standard deviation0.013270723
Coefficient of variation (CV)0.00010456593
Kurtosis-1.3267541
Mean126.91249
Median Absolute Deviation (MAD)0.01014
Skewness0.21171321
Sum3045.8997
Variance0.00017611208
MonotonicityNot monotonic
2024-05-11T05:20:50.590482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
126.9328638413941 4
16.7%
126.91214 4
16.7%
126.89890807456624 4
16.7%
126.921949132247 2
8.3%
126.902 2
8.3%
126.92211 2
8.3%
126.89513 2
8.3%
126.91880170418244 1
 
4.2%
126.895588426285 1
 
4.2%
126.92192 1
 
4.2%
ValueCountFrequency (%)
126.89513 2
8.3%
126.895588426285 1
 
4.2%
126.89890807456624 4
16.7%
126.902 2
8.3%
126.90537978229072 1
 
4.2%
126.91214 4
16.7%
126.91880170418244 1
 
4.2%
126.92192 1
 
4.2%
126.921949132247 2
8.3%
126.92211 2
8.3%
ValueCountFrequency (%)
126.9328638413941 4
16.7%
126.92211 2
8.3%
126.921949132247 2
8.3%
126.92192 1
 
4.2%
126.91880170418244 1
 
4.2%
126.91214 4
16.7%
126.90537978229072 1
 
4.2%
126.902 2
8.3%
126.89890807456624 4
16.7%
126.895588426285 1
 
4.2%

장소Y좌표
Real number (ℝ)

HIGH CORRELATION 

Distinct11
Distinct (%)45.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.521731
Minimum37.488204
Maximum37.54241
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2024-05-11T05:20:51.008388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.488204
5-th percentile37.51613
Q137.518081
median37.52039
Q337.526864
95-th percentile37.540111
Maximum37.54241
Range0.054206145
Interquartile range (IQR)0.0087826517

Descriptive statistics

Standard deviation0.010160385
Coefficient of variation (CV)0.00027078667
Kurtosis5.2500824
Mean37.521731
Median Absolute Deviation (MAD)0.00426
Skewness-0.90494594
Sum900.52155
Variance0.00010323342
MonotonicityNot monotonic
2024-05-11T05:20:51.512286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
37.527085611463 4
16.7%
37.51613 4
16.7%
37.51808125121257 4
16.7%
37.518718411178 2
8.3%
37.54241 2
8.3%
37.52679 2
8.3%
37.52206 2
8.3%
37.52318782770888 1
 
4.2%
37.52629814394889 1
 
4.2%
37.51872 1
 
4.2%
ValueCountFrequency (%)
37.48820385495539 1
 
4.2%
37.51613 4
16.7%
37.51808125121257 4
16.7%
37.518718411178 2
8.3%
37.51872 1
 
4.2%
37.52206 2
8.3%
37.52318782770888 1
 
4.2%
37.52629814394889 1
 
4.2%
37.52679 2
8.3%
37.527085611463 4
16.7%
ValueCountFrequency (%)
37.54241 2
8.3%
37.527085611463 4
16.7%
37.52679 2
8.3%
37.52629814394889 1
 
4.2%
37.52318782770888 1
 
4.2%
37.52206 2
8.3%
37.51872 1
 
4.2%
37.518718411178 2
8.3%
37.51808125121257 4
16.7%
37.51613 4
16.7%

서비스개시시작일시
Date

Distinct14
Distinct (%)58.3%
Missing0
Missing (%)0.0%
Memory size324.0 B
Minimum2023-10-30 00:00:00
Maximum2024-05-25 00:00:00
2024-05-11T05:20:52.136379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T05:20:52.654145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)

서비스개시종료일시
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)45.8%
Missing0
Missing (%)0.0%
Memory size324.0 B
2024-07-31 00:00:00.0
6 
2024-05-31 00:00:00.0
3 
2024-05-11 00:00:00.0
2 
2024-05-18 00:00:00.0
2 
2024-05-25 00:00:00.0
2 
Other values (6)
9 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique3 ?
Unique (%)12.5%

Sample

1st row2024-05-04 00:00:00.0
2nd row2024-05-11 00:00:00.0
3rd row2024-05-18 00:00:00.0
4th row2024-05-25 00:00:00.0
5th row2023-12-09 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-07-31 00:00:00.0 6
25.0%
2024-05-31 00:00:00.0 3
12.5%
2024-05-11 00:00:00.0 2
 
8.3%
2024-05-18 00:00:00.0 2
 
8.3%
2024-05-25 00:00:00.0 2
 
8.3%
2024-05-29 00:00:00.0 2
 
8.3%
2024-12-31 00:00:00.0 2
 
8.3%
2024-11-30 00:00:00.0 2
 
8.3%
2024-05-04 00:00:00.0 1
 
4.2%
2023-12-09 00:00:00.0 1
 
4.2%

Length

2024-05-11T05:20:53.038388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
00:00:00.0 24
50.0%
2024-07-31 6
 
12.5%
2024-05-31 3
 
6.2%
2024-05-11 2
 
4.2%
2024-05-18 2
 
4.2%
2024-05-25 2
 
4.2%
2024-05-29 2
 
4.2%
2024-12-31 2
 
4.2%
2024-11-30 2
 
4.2%
2024-05-04 1
 
2.1%
Other values (2) 2
 
4.2%

접수시작일시
Date

Distinct15
Distinct (%)62.5%
Missing0
Missing (%)0.0%
Memory size324.0 B
Minimum2023-10-30 00:00:00
Maximum2024-05-20 13:00:00
2024-05-11T05:20:53.469692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T05:20:53.810721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)

접수종료일시
Date

Distinct21
Distinct (%)87.5%
Missing0
Missing (%)0.0%
Memory size324.0 B
Minimum2024-04-30 00:00:00
Maximum2024-12-31 12:00:00
2024-05-11T05:20:54.173205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T05:20:54.542384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
영등포구
24 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
영등포구 24
100.0%

Length

2024-05-11T05:20:54.935446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T05:20:55.112678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영등포구 24
100.0%

Interactions

2024-05-11T05:20:39.330076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T05:20:38.801149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T05:20:39.499646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T05:20:39.072876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-11T05:20:55.252970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스구분1.0001.0001.0000.0001.0000.1901.0001.0001.0001.0001.0000.0000.0001.0001.000
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명1.0001.0001.0000.0001.0000.6580.8010.6901.0000.6970.6690.0000.6630.0000.000
서비스상태0.0001.0000.0001.0001.0000.0420.1780.4681.0000.4540.0000.3320.5640.9230.933
서비스명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
결제방법0.1901.0000.6580.0421.0001.0000.1491.0001.0000.4130.4120.2230.0000.0000.000
장소명1.0001.0000.8010.1781.0000.1491.0000.9281.0001.0001.0000.8090.9310.8731.000
서비스대상1.0001.0000.6900.4681.0001.0000.9281.0001.0000.8950.9780.0000.5740.1640.908
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표1.0001.0000.6970.4541.0000.4131.0000.8951.0001.0000.8340.7890.7920.8671.000
장소Y좌표1.0001.0000.6690.0001.0000.4121.0000.9781.0000.8341.0000.0000.8030.8221.000
서비스개시시작일시0.0001.0000.0000.3321.0000.2230.8090.0001.0000.7890.0001.0000.9140.7720.983
서비스개시종료일시0.0001.0000.6630.5641.0000.0000.9310.5741.0000.7920.8030.9141.0000.8651.000
접수시작일시1.0001.0000.0000.9231.0000.0000.8730.1641.0000.8670.8220.7720.8651.0001.000
접수종료일시1.0001.0000.0000.9331.0000.0001.0000.9081.0001.0001.0000.9831.0001.0001.000
2024-05-11T05:20:55.538217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소분류명서비스개시종료일시장소명서비스구분결제방법서비스상태서비스대상
소분류명1.0000.3560.4980.9530.4340.0000.394
서비스개시종료일시0.3561.0000.5340.0000.0000.2580.223
장소명0.4980.5341.0000.7690.0000.0000.706
서비스구분0.9530.0000.7691.0000.1140.0000.798
결제방법0.4340.0000.0000.1141.0000.0000.798
서비스상태0.0000.2580.0000.0000.0001.0000.120
서비스대상0.3940.2230.7060.7980.7980.1201.000
2024-05-11T05:20:55.853188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장소X좌표장소Y좌표서비스구분소분류명서비스상태결제방법장소명서비스대상서비스개시종료일시
장소X좌표1.0000.3530.8790.5110.2740.3770.8740.6630.465
장소Y좌표0.3531.0000.9290.5810.0000.4600.8270.6720.489
서비스구분0.8790.9291.0000.9530.0000.1140.7690.7980.000
소분류명0.5110.5810.9531.0000.0000.4340.4980.3940.356
서비스상태0.2740.0000.0000.0001.0000.0000.0000.1200.258
결제방법0.3770.4600.1140.4340.0001.0000.0000.7980.000
장소명0.8740.8270.7690.4980.0000.0001.0000.7060.534
서비스대상0.6630.6720.7980.3940.1200.7980.7061.0000.223
서비스개시종료일시0.4650.4890.0000.3560.2580.0000.5340.2231.000

Missing values

2024-05-11T05:20:39.742370image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-11T05:20:40.328702image/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
0자체S240416164204738959문화체험교육체험접수종료밤섬생태체험관 원데이 특별 프로그램 모집(5월 1회차)무료밤섬생태체험관어린이https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416164204738959126.93286437.5270862024-05-04 00:00:00.02024-05-04 00:00:00.02024-04-29 13:00:00.02024-05-03 15:00:00.0영등포구
1자체S240416174047231308문화체험교육체험접수종료밤섬생태체험관 원데이 특별 프로그램 모집(5월 2회차)무료밤섬생태체험관어린이https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416174047231308126.93286437.5270862024-05-11 00:00:00.02024-05-11 00:00:00.02024-05-06 13:00:00.02024-05-10 15:00:00.0영등포구
2자체S240416174553305194문화체험교육체험안내중[토요일]밤섬생태체험관 원데이 특별 프로그램 모집(5월 3회차)무료밤섬생태체험관어린이https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416174553305194126.93286437.5270862024-05-18 00:00:00.02024-05-18 00:00:00.02024-05-13 13:00:00.02024-05-17 15:00:00.0영등포구
3자체S240416174846180137문화체험교육체험안내중[토요일]밤섬생태체험관 원데이 특별 프로그램 모집(5월 4회차)무료밤섬생태체험관어린이https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416174846180137126.93286437.5270862024-05-25 00:00:00.02024-05-25 00:00:00.02024-05-20 13:00:00.02024-05-24 15:00:00.0영등포구
4자체S231030135801729652문화체험교육체험예약마감11월 여의샛강생태공원 디지털 그림 공모 축제_누구나무료여의샛강생태공원(여의도샛강생태공원)제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231030135801729652126.92194937.5187182023-10-30 00:00:00.02023-12-09 00:00:00.02023-10-30 00:00:00.02024-08-31 00:00:00.0영등포구
5자체S240422151345619420문화체험교육체험접수종료5월 샛강수달가족축제 참여자 모집무료여의샛강생태공원(여의도샛강생태공원)제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422151345619420126.92194937.5187182024-05-25 00:00:00.02024-05-25 00:00:00.02024-04-22 00:00:00.02024-04-30 00:00:00.0영등포구
6자체S240420134517202573문화체험교육체험접수중[선유도공원] 선유도생태섬이야기(수)(5월)무료선유도공원성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240420134517202573126.90237.542412024-05-08 00:00:00.02024-05-29 00:00:00.02024-04-25 10:00:00.02024-05-28 17:00:00.0영등포구
7자체S240420132846034852문화체험교육체험예약마감[선유도공원] 어린이생태섬숲놀이(수)(5월)무료선유도공원유아https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240420132846034852126.90237.542412024-05-08 00:00:00.02024-05-29 00:00:00.02024-04-25 10:00:00.02024-05-28 17:00:00.0영등포구
8자체S240424105529119796문화체험교육체험접수종료[여의도공원] 꼬물꼬물자연공작소 (주말 가족, 5월, 알록달록 자연의 색깔)무료여의도공원 생태숲 체험 교실가족https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424105529119796126.91880237.5231882024-05-04 00:00:00.02024-05-11 00:00:00.02024-04-25 10:00:00.02024-05-10 17:00:00.0영등포구
9자체S240424103722210568문화체험교육체험접수중[여의도공원] 여의도공원내컷 (평일 성인, 5월 색깔 빙고 한 판)무료여의도공원 사모정성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424103722210568126.9221137.526792024-05-03 00:00:00.02024-05-31 00:00:00.02024-04-25 10:00:00.02024-05-30 17:00:00.0영등포구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
14자체S240419102318749475문화체험교육체험접수중(영등포공원 정원지원센터) 생활권 반려식물 클리닉무료영등포공원성인, 청소년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419102318749475126.9121437.516132024-05-01 00:00:00.02024-11-30 00:00:00.02024-04-22 10:00:00.02024-11-30 00:00:00.0영등포구
15자체S240419172958156196문화체험교육체험예약마감(영등포공원 정원지원센터) 제1기 마을정원사 양성 프로그램무료영등포공원성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419172958156196126.9121437.516132024-05-07 00:00:00.02024-07-31 00:00:00.02024-04-22 10:00:00.02024-05-31 18:00:00.0영등포구
16자체S240419181402813504문화체험교육체험접수중(영등포공원 정원지원센터) 나만의 정원만들기 체험(원데이클래스)유료영등포공원성인, 어린이, 청소년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240419181402813504126.9121437.516132024-05-01 00:00:00.02024-11-30 00:00:00.02024-04-22 10:00:00.02024-11-30 10:00:00.0영등포구
17자체S240420120947015388문화체험교육체험예약마감(영등포공원 정원지원센터) 정원사진사 양성 과정무료영등포공원성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240420120947015388126.9121437.516132024-05-10 00:00:00.02024-07-31 00:00:00.02024-04-22 10:00:00.02024-07-30 15:00:00.0영등포구
18자체S240422102725336471문화체험교육체험예약일시중지(문래정원 정원지원센터) 정원사진사 양성 과정무료문래 주민친화 정원성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422102725336471126.89890837.5180812024-05-08 00:00:00.02024-07-31 00:00:00.02024-04-24 10:00:00.02024-07-31 10:00:00.0영등포구
19자체S240426181858941719문화체험교육체험예약마감(문래정원 정원지원센터) 제2기 마을정원사 양성 프로그램무료문래 주민친화 정원성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240426181858941719126.89890837.5180812024-05-14 00:00:00.02024-07-31 00:00:00.02024-04-26 00:00:00.02024-07-31 00:00:00.0영등포구
20자체S240426184023321800문화체험교육체험접수중(문래정원 정원지원센터) 나만의 정원만들기 체험(원데이클래스)유료문래 주민친화 정원성인, 어린이, 청소년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240426184023321800126.89890837.5180812024-05-11 00:00:00.02024-07-31 00:00:00.02024-04-26 00:00:00.02024-07-31 00:00:00.0영등포구
21자체S240426185830587730문화체험교육체험접수중(문래정원 정원지원센터) 생활권 반려식물 클리닉무료문래 주민친화 정원성인, 청소년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240426185830587730126.89890837.5180812024-05-09 00:00:00.02024-07-31 00:00:00.02024-05-01 00:01:00.02024-07-31 00:02:00.0영등포구
22자체S240509213809207051문화체험교육체험예약마감여의도 샛강 곤충탐험대 (토)무료여의도샛강생태체험관어린이, 유아(7세 이상 가족 동반)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240509213809207051126.9219237.518722024-05-18 00:00:00.02024-05-18 00:00:00.02024-05-09 00:00:00.02024-05-16 16:00:00.0영등포구
23연계XML-YF231001문화체험서울형키즈카페접수중서울형 키즈카페 영등포구 대림2동점유료서울특별시 영등포구 시흥대로 625 상가 2층 (대림동, 영등포자이르네)유아https://icare.seoul.go.kr/icare/user/kidsCafeResve/BD_selectKidsCafeResveCal.do?q_fcltyId=YF231001126.9053837.4882042024-05-11 00:00:00.02024-05-31 00:00:00.02024-05-11 00:00:00.02024-05-31 23:59:59.0영등포구