Overview

Dataset statistics

Number of variables17
Number of observations31
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.3 KiB
Average record size in memory142.3 B

Variable types

Categorical14
Text3

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author강서구
URLhttps://data.seoul.go.kr/dataList/OA-12168/S/1/datasetView.do

Alerts

서비스구분 has constant value ""Constant
대분류명 has constant value ""Constant
지역명 has constant value ""Constant
소분류명 is highly overall correlated with 결제방법 and 6 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 소분류명 and 3 other fieldsHigh correlation
접수종료일시 is highly overall correlated with 소분류명 and 7 other fieldsHigh correlation
장소명 is highly overall correlated with 소분류명 and 3 other fieldsHigh correlation
결제방법 is highly overall correlated with 소분류명 and 1 other fieldsHigh correlation
장소X좌표 is highly overall correlated with 소분류명 and 3 other fieldsHigh correlation
접수시작일시 is highly overall correlated with 소분류명 and 5 other fieldsHigh correlation
서비스개시시작일시 is highly overall correlated with 소분류명 and 5 other fieldsHigh correlation
서비스대상 is highly overall correlated with 서비스개시종료일시 and 1 other fieldsHigh correlation
서비스개시종료일시 is highly overall correlated with 서비스대상High correlation
소분류명 is highly imbalanced (50.6%)Imbalance
결제방법 is highly imbalanced (79.4%)Imbalance
장소명 is highly imbalanced (79.4%)Imbalance
장소X좌표 is highly imbalanced (79.4%)Imbalance
장소Y좌표 is highly imbalanced (79.4%)Imbalance
서비스ID has unique valuesUnique
서비스명 has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-05-03 20:53:41.937507
Analysis finished2024-05-03 20:53:49.463898
Duration7.53 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
자체
31 

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 31
100.0%

Length

2024-05-03T20:53:49.675623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:53:49.998709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 31
100.0%

서비스ID
Text

UNIQUE 

Distinct31
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size380.0 B
2024-05-03T20:53:50.612542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters589
Distinct characters11
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique31 ?
Unique (%)100.0%

Sample

1st rowS231030161709062532
2nd rowS210218174815551697
3rd rowS210219085555417413
4th rowS210219091235657961
5th rowS210219091554014528
ValueCountFrequency (%)
s231030161709062532 1
 
3.2%
s210330150834331881 1
 
3.2%
s230131090246367142 1
 
3.2%
s210407154648297433 1
 
3.2%
s210407154359137738 1
 
3.2%
s210407154026900946 1
 
3.2%
s210407133421401399 1
 
3.2%
s210331112704279047 1
 
3.2%
s210330161319628636 1
 
3.2%
s210330161029473769 1
 
3.2%
Other values (21) 21
67.7%
2024-05-03T20:53:51.770581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 96
16.3%
0 91
15.4%
2 78
13.2%
3 64
10.9%
4 54
9.2%
9 48
8.1%
5 42
7.1%
S 31
 
5.3%
6 30
 
5.1%
7 30
 
5.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 558
94.7%
Uppercase Letter 31
 
5.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 96
17.2%
0 91
16.3%
2 78
14.0%
3 64
11.5%
4 54
9.7%
9 48
8.6%
5 42
7.5%
6 30
 
5.4%
7 30
 
5.4%
8 25
 
4.5%
Uppercase Letter
ValueCountFrequency (%)
S 31
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 558
94.7%
Latin 31
 
5.3%

Most frequent character per script

Common
ValueCountFrequency (%)
1 96
17.2%
0 91
16.3%
2 78
14.0%
3 64
11.5%
4 54
9.7%
9 48
8.6%
5 42
7.5%
6 30
 
5.4%
7 30
 
5.4%
8 25
 
4.5%
Latin
ValueCountFrequency (%)
S 31
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 589
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 96
16.3%
0 91
15.4%
2 78
13.2%
3 64
10.9%
4 54
9.2%
9 48
8.1%
5 42
7.1%
S 31
 
5.3%
6 30
 
5.1%
7 30
 
5.1%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
체육시설
31 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
체육시설 31
100.0%

Length

2024-05-03T20:53:52.420725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:53:52.912968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
체육시설 31
100.0%

소분류명
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct5
Distinct (%)16.1%
Missing0
Missing (%)0.0%
Memory size380.0 B
테니스장
24 
탁구장
4 
족구장
 
1
축구장
 
1
골프장
 
1

Length

Max length4
Median length4
Mean length3.7741935
Min length3

Unique

Unique3 ?
Unique (%)9.7%

Sample

1st row족구장
2nd row테니스장
3rd row테니스장
4th row테니스장
5th row테니스장

Common Values

ValueCountFrequency (%)
테니스장 24
77.4%
탁구장 4
 
12.9%
족구장 1
 
3.2%
축구장 1
 
3.2%
골프장 1
 
3.2%

Length

2024-05-03T20:53:53.437430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:53:53.884494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
테니스장 24
77.4%
탁구장 4
 
12.9%
족구장 1
 
3.2%
축구장 1
 
3.2%
골프장 1
 
3.2%

서비스상태
Categorical

Distinct2
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size380.0 B
접수중
20 
예약마감
11 

Length

Max length4
Median length3
Mean length3.3548387
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 20
64.5%
예약마감 11
35.5%

Length

2024-05-03T20:53:54.259006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:53:54.597301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 20
64.5%
예약마감 11
35.5%

서비스명
Text

UNIQUE 

Distinct31
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size380.0 B
2024-05-03T20:53:54.972659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length42
Median length36
Mean length23.903226
Min length12

Characters and Unicode

Total characters741
Distinct characters64
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

Unique31 ?
Unique (%)100.0%

Sample

1st row2024년 족구장1-강서한강공원
2nd row서남센터 테니스장1번 65세이상(가양,마곡,방화지역) 전용코트(평일)
3rd row서남센터 테니스장2번 65세이상(가양,마곡,방화지역) 전용코트(평일)
4th row서남센터 테니스장3번 가양,마곡,방화지역 전용코트(평일)
5th row서남센터 테니스장4번 가양,마곡,방화지역 전용코트(평일)
ValueCountFrequency (%)
서남센터 30
31.2%
코트(주말/공휴일 8
 
8.3%
코트(평일 6
 
6.2%
65세이상(가양,마곡,방화지역 4
 
4.2%
전용코트(평일 4
 
4.2%
전용코트(주말/공휴일 4
 
4.2%
가양,마곡,방화지역 4
 
4.2%
테니스장8번 2
 
2.1%
테니스장9번 2
 
2.1%
테니스장12번 2
 
2.1%
Other values (19) 30
31.2%
2024-05-03T20:53:56.183277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
68
 
9.2%
( 34
 
4.6%
) 34
 
4.6%
장 31
 
4.2%
서 31
 
4.2%
터 30
 
4.0%
센 30
 
4.0%
남 30
 
4.0%
번 28
 
3.8%
일 27
 
3.6%
Other values (54) 398
53.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 525
70.9%
Space Separator 68
 
9.2%
Decimal Number 49
 
6.6%
Open Punctuation 34
 
4.6%
Close Punctuation 34
 
4.6%
Other Punctuation 28
 
3.8%
Dash Punctuation 3
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
장 31
 
5.9%
서 31
 
5.9%
터 30
 
5.7%
센 30
 
5.7%
남 30
 
5.7%
번 28
 
5.3%
일 27
 
5.1%
코 24
 
4.6%
트 24
 
4.6%
스 24
 
4.6%
Other values (38) 246
46.9%
Decimal Number
ValueCountFrequency (%)
1 13
26.5%
2 7
14.3%
5 6
12.2%
6 6
12.2%
4 4
 
8.2%
0 3
 
6.1%
3 3
 
6.1%
8 3
 
6.1%
9 2
 
4.1%
7 2
 
4.1%
Other Punctuation
ValueCountFrequency (%)
, 16
57.1%
/ 12
42.9%
Space Separator
ValueCountFrequency (%)
68
100.0%
Open Punctuation
ValueCountFrequency (%)
( 34
100.0%
Close Punctuation
ValueCountFrequency (%)
) 34
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 525
70.9%
Common 216
29.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
장 31
 
5.9%
서 31
 
5.9%
터 30
 
5.7%
센 30
 
5.7%
남 30
 
5.7%
번 28
 
5.3%
일 27
 
5.1%
코 24
 
4.6%
트 24
 
4.6%
스 24
 
4.6%
Other values (38) 246
46.9%
Common
ValueCountFrequency (%)
68
31.5%
( 34
15.7%
) 34
15.7%
, 16
 
7.4%
1 13
 
6.0%
/ 12
 
5.6%
2 7
 
3.2%
5 6
 
2.8%
6 6
 
2.8%
4 4
 
1.9%
Other values (6) 16
 
7.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 525
70.9%
ASCII 216
29.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
68
31.5%
( 34
15.7%
) 34
15.7%
, 16
 
7.4%
1 13
 
6.0%
/ 12
 
5.6%
2 7
 
3.2%
5 6
 
2.8%
6 6
 
2.8%
4 4
 
1.9%
Other values (6) 16
 
7.4%
Hangul
ValueCountFrequency (%)
장 31
 
5.9%
서 31
 
5.9%
터 30
 
5.7%
센 30
 
5.7%
남 30
 
5.7%
번 28
 
5.3%
일 27
 
5.1%
코 24
 
4.6%
트 24
 
4.6%
스 24
 
4.6%
Other values (38) 246
46.9%

결제방법
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size380.0 B
유료
30 
무료
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
유료 30
96.8%
무료 1
 
3.2%

Length

2024-05-03T20:53:56.602487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:53:56.928811image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
유료 30
96.8%
무료 1
 
3.2%

장소명
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size380.0 B
서남물재생센터
30 
강서한강공원>족구장(1,2)
 
1

Length

Max length15
Median length7
Mean length7.2580645
Min length7

Unique

Unique1 ?
Unique (%)3.2%

Sample

1st row강서한강공원>족구장(1,2)
2nd row서남물재생센터
3rd row서남물재생센터
4th row서남물재생센터
5th row서남물재생센터

Common Values

ValueCountFrequency (%)
서남물재생센터 30
96.8%
강서한강공원>족구장(1,2) 1
 
3.2%

Length

2024-05-03T20:53:57.298370image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:53:57.615312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서남물재생센터 30
96.8%
강서한강공원>족구장(1,2 1
 
3.2%

서비스대상
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size380.0 B
제한없음
27 
어르신
4 

Length

Max length5
Median length5
Mean length4.8709677
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
제한없음 27
87.1%
어르신 4
 
12.9%

Length

2024-05-03T20:53:57.972829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:53:58.303988image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제한없음 27
87.1%
어르신 4
 
12.9%

바로가기URL
Text

UNIQUE 

Distinct31
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size380.0 B
2024-05-03T20:53:59.091068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length92
Median length92
Mean length92
Min length92

Characters and Unicode

Total characters2852
Distinct characters39
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

Unique31 ?
Unique (%)100.0%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231030161709062532
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210218174815551697
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210219085555417413
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210219091235657961
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210219091554014528
ValueCountFrequency (%)
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s231030161709062532 1
 
3.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s210330150834331881 1
 
3.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s230131090246367142 1
 
3.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s210407154648297433 1
 
3.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s210407154359137738 1
 
3.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s210407154026900946 1
 
3.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s210407133421401399 1
 
3.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s210331112704279047 1
 
3.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s210330161319628636 1
 
3.2%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s210330161029473769 1
 
3.2%
Other values (21) 21
67.7%
2024-05-03T20:54:00.518250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 310
 
10.9%
s 217
 
7.6%
/ 155
 
5.4%
r 155
 
5.4%
. 124
 
4.3%
o 124
 
4.3%
t 124
 
4.3%
v 124
 
4.3%
1 96
 
3.4%
i 93
 
3.3%
Other values (29) 1330
46.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1767
62.0%
Decimal Number 558
 
19.6%
Other Punctuation 341
 
12.0%
Uppercase Letter 93
 
3.3%
Connector Punctuation 62
 
2.2%
Math Symbol 31
 
1.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 310
17.5%
s 217
12.3%
r 155
 
8.8%
o 124
 
7.0%
t 124
 
7.0%
v 124
 
7.0%
i 93
 
5.3%
c 62
 
3.5%
k 62
 
3.5%
l 62
 
3.5%
Other values (10) 434
24.6%
Decimal Number
ValueCountFrequency (%)
1 96
17.2%
0 91
16.3%
2 78
14.0%
3 64
11.5%
4 54
9.7%
9 48
8.6%
5 42
7.5%
6 30
 
5.4%
7 30
 
5.4%
8 25
 
4.5%
Other Punctuation
ValueCountFrequency (%)
/ 155
45.5%
. 124
36.4%
: 31
 
9.1%
? 31
 
9.1%
Uppercase Letter
ValueCountFrequency (%)
R 31
33.3%
V 31
33.3%
S 31
33.3%
Connector Punctuation
ValueCountFrequency (%)
_ 62
100.0%
Math Symbol
ValueCountFrequency (%)
= 31
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1860
65.2%
Common 992
34.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 310
16.7%
s 217
11.7%
r 155
 
8.3%
o 124
 
6.7%
t 124
 
6.7%
v 124
 
6.7%
i 93
 
5.0%
c 62
 
3.3%
k 62
 
3.3%
l 62
 
3.3%
Other values (13) 527
28.3%
Common
ValueCountFrequency (%)
/ 155
15.6%
. 124
12.5%
1 96
9.7%
0 91
9.2%
2 78
7.9%
3 64
 
6.5%
_ 62
 
6.2%
4 54
 
5.4%
9 48
 
4.8%
5 42
 
4.2%
Other values (6) 178
17.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2852
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 310
 
10.9%
s 217
 
7.6%
/ 155
 
5.4%
r 155
 
5.4%
. 124
 
4.3%
o 124
 
4.3%
t 124
 
4.3%
v 124
 
4.3%
1 96
 
3.4%
i 93
 
3.3%
Other values (29) 1330
46.6%

장소X좌표
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size380.0 B
126.82589611618
30 
126.82144004654432
 
1

Length

Max length18
Median length15
Mean length15.096774
Min length15

Unique

Unique1 ?
Unique (%)3.2%

Sample

1st row126.82144004654432
2nd row126.82589611618
3rd row126.82589611618
4th row126.82589611618
5th row126.82589611618

Common Values

ValueCountFrequency (%)
126.82589611618 30
96.8%
126.82144004654432 1
 
3.2%

Length

2024-05-03T20:54:01.033931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:54:01.469764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
126.82589611618 30
96.8%
126.82144004654432 1
 
3.2%

장소Y좌표
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size380.0 B
37.577287681053
30 
37.58468979624671
 
1

Length

Max length17
Median length15
Mean length15.064516
Min length15

Unique

Unique1 ?
Unique (%)3.2%

Sample

1st row37.58468979624671
2nd row37.577287681053
3rd row37.577287681053
4th row37.577287681053
5th row37.577287681053

Common Values

ValueCountFrequency (%)
37.577287681053 30
96.8%
37.58468979624671 1
 
3.2%

Length

2024-05-03T20:54:01.948883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:54:02.331804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
37.577287681053 30
96.8%
37.58468979624671 1
 
3.2%

서비스개시시작일시
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)16.1%
Missing0
Missing (%)0.0%
Memory size380.0 B
2021-04-02 00:00:00.0
16 
2021-04-10 00:00:00.0
12 
2023-12-01 00:00:00.0
 
1
2023-03-20 00:00:00.0
 
1
2024-02-07 00:00:00.0
 
1

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique3 ?
Unique (%)9.7%

Sample

1st row2023-12-01 00:00:00.0
2nd row2021-04-02 00:00:00.0
3rd row2021-04-02 00:00:00.0
4th row2021-04-02 00:00:00.0
5th row2021-04-10 00:00:00.0

Common Values

ValueCountFrequency (%)
2021-04-02 00:00:00.0 16
51.6%
2021-04-10 00:00:00.0 12
38.7%
2023-12-01 00:00:00.0 1
 
3.2%
2023-03-20 00:00:00.0 1
 
3.2%
2024-02-07 00:00:00.0 1
 
3.2%

Length

2024-05-03T20:54:02.872259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:54:03.717389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
00:00:00.0 31
50.0%
2021-04-02 16
25.8%
2021-04-10 12
 
19.4%
2023-12-01 1
 
1.6%
2023-03-20 1
 
1.6%
2024-02-07 1
 
1.6%

서비스개시종료일시
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)16.1%
Missing0
Missing (%)0.0%
Memory size380.0 B
2024-12-31 00:00:00.0
16 
2031-12-31 00:00:00.0
7 
2029-12-31 00:00:00.0
5 
2025-12-31 00:00:00.0
2 
2030-12-31 00:00:00.0
 
1

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique1 ?
Unique (%)3.2%

Sample

1st row2024-12-31 00:00:00.0
2nd row2025-12-31 00:00:00.0
3rd row2031-12-31 00:00:00.0
4th row2030-12-31 00:00:00.0
5th row2031-12-31 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-12-31 00:00:00.0 16
51.6%
2031-12-31 00:00:00.0 7
22.6%
2029-12-31 00:00:00.0 5
 
16.1%
2025-12-31 00:00:00.0 2
 
6.5%
2030-12-31 00:00:00.0 1
 
3.2%

Length

2024-05-03T20:54:04.233365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:54:04.759795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
00:00:00.0 31
50.0%
2024-12-31 16
25.8%
2031-12-31 7
 
11.3%
2029-12-31 5
 
8.1%
2025-12-31 2
 
3.2%
2030-12-31 1
 
1.6%

접수시작일시
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)22.6%
Missing0
Missing (%)0.0%
Memory size380.0 B
2021-04-10 06:00:00.0
11 
2021-04-14 06:00:00.0
11 
2021-04-13 06:00:00.0
3 
2021-04-02 06:00:00.0
3 
2023-12-01 14:00:00.0
 
1
Other values (2)
2 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique3 ?
Unique (%)9.7%

Sample

1st row2023-12-01 14:00:00.0
2nd row2021-04-13 06:00:00.0
3rd row2021-04-10 06:00:00.0
4th row2021-04-13 06:00:00.0
5th row2021-04-10 06:00:00.0

Common Values

ValueCountFrequency (%)
2021-04-10 06:00:00.0 11
35.5%
2021-04-14 06:00:00.0 11
35.5%
2021-04-13 06:00:00.0 3
 
9.7%
2021-04-02 06:00:00.0 3
 
9.7%
2023-12-01 14:00:00.0 1
 
3.2%
2023-03-20 00:01:00.0 1
 
3.2%
2024-02-07 06:00:00.0 1
 
3.2%

Length

2024-05-03T20:54:05.143115image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:54:05.603994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
06:00:00.0 29
46.8%
2021-04-10 11
 
17.7%
2021-04-14 11
 
17.7%
2021-04-13 3
 
4.8%
2021-04-02 3
 
4.8%
2023-12-01 1
 
1.6%
14:00:00.0 1
 
1.6%
2023-03-20 1
 
1.6%
00:01:00.0 1
 
1.6%
2024-02-07 1
 
1.6%

접수종료일시
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)22.6%
Missing0
Missing (%)0.0%
Memory size380.0 B
2024-12-31 08:12:00.0
16 
2024-12-31 04:12:00.0
9 
2025-12-31 11:12:00.0
2 
2024-12-31 02:12:00.0
 
1
2024-12-31 05:12:00.0
 
1
Other values (2)
2 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique4 ?
Unique (%)12.9%

Sample

1st row2024-12-31 02:12:00.0
2nd row2025-12-31 11:12:00.0
3rd row2024-12-31 08:12:00.0
4th row2024-12-31 04:12:00.0
5th row2024-12-31 04:12:00.0

Common Values

ValueCountFrequency (%)
2024-12-31 08:12:00.0 16
51.6%
2024-12-31 04:12:00.0 9
29.0%
2025-12-31 11:12:00.0 2
 
6.5%
2024-12-31 02:12:00.0 1
 
3.2%
2024-12-31 05:12:00.0 1
 
3.2%
2024-12-30 10:12:00.0 1
 
3.2%
2024-12-30 11:12:00.0 1
 
3.2%

Length

2024-05-03T20:54:06.054963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:54:06.587030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2024-12-31 27
43.5%
08:12:00.0 16
25.8%
04:12:00.0 9
 
14.5%
11:12:00.0 3
 
4.8%
2025-12-31 2
 
3.2%
2024-12-30 2
 
3.2%
02:12:00.0 1
 
1.6%
05:12:00.0 1
 
1.6%
10:12:00.0 1
 
1.6%

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
강서구
31 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강서구 31
100.0%

Length

2024-05-03T20:54:07.289005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-03T20:54:07.630580image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강서구 31
100.0%

Correlations

2024-05-03T20:54:07.872163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명1.0001.0000.1551.0001.0001.0000.0001.0001.0001.0000.9430.0000.8500.904
서비스상태1.0000.1551.0001.0000.0000.0000.0701.0000.0000.0000.0000.2250.2020.000
서비스명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
결제방법1.0001.0000.0001.0001.0000.0000.0001.0000.0000.0000.0000.1840.3571.000
장소명1.0001.0000.0001.0000.0001.0000.0001.0000.6570.6571.0000.0001.0001.000
서비스대상1.0000.0000.0701.0000.0000.0001.0001.0000.0000.0000.2850.5270.3960.550
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표1.0001.0000.0001.0000.0000.6570.0001.0001.0000.6571.0000.0001.0001.000
장소Y좌표1.0001.0000.0001.0000.0000.6570.0001.0000.6571.0001.0000.0001.0001.000
서비스개시시작일시1.0000.9430.0001.0000.0001.0000.2851.0001.0001.0001.0000.4940.9520.879
서비스개시종료일시1.0000.0000.2251.0000.1840.0000.5271.0000.0000.0000.4941.0000.5310.631
접수시작일시1.0000.8500.2021.0000.3571.0000.3961.0001.0001.0000.9520.5311.0000.960
접수종료일시1.0000.9040.0001.0001.0001.0000.5501.0001.0001.0000.8790.6310.9601.000
2024-05-03T20:54:08.458403image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소분류명장소Y좌표접수종료일시장소명결제방법서비스개시종료일시장소X좌표접수시작일시서비스개시시작일시서비스상태서비스대상
소분류명1.0000.9470.8190.9470.9470.0000.9470.7270.6640.1670.000
장소Y좌표0.9471.0000.9100.4550.0000.0000.4550.9100.9470.0000.000
접수종료일시0.8190.9101.0000.9100.9100.4470.9100.6890.7760.0000.534
장소명0.9470.4550.9101.0000.0000.0000.4550.9100.9470.0000.000
결제방법0.9470.0000.9100.0001.0000.2030.0000.3390.0000.0000.000
서비스개시종료일시0.0000.0000.4470.0000.2031.0000.0000.3530.1910.2520.603
장소X좌표0.9470.4550.9100.4550.0000.0001.0000.9100.9470.0000.000
접수시작일시0.7270.9100.6890.9100.3390.3530.9101.0000.9050.1800.379
서비스개시시작일시0.6640.9470.7760.9470.0000.1910.9470.9051.0000.0000.324
서비스상태0.1670.0000.0000.0000.0000.2520.0000.1800.0001.0000.030
서비스대상0.0000.0000.5340.0000.0000.6030.0000.3790.3240.0301.000
2024-05-03T20:54:08.964579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소분류명서비스상태결제방법장소명서비스대상장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
소분류명1.0000.1670.9470.9470.0000.9470.9470.6640.0000.7270.819
서비스상태0.1671.0000.0000.0000.0300.0000.0000.0000.2520.1800.000
결제방법0.9470.0001.0000.0000.0000.0000.0000.0000.2030.3390.910
장소명0.9470.0000.0001.0000.0000.4550.4550.9470.0000.9100.910
서비스대상0.0000.0300.0000.0001.0000.0000.0000.3240.6030.3790.534
장소X좌표0.9470.0000.0000.4550.0001.0000.4550.9470.0000.9100.910
장소Y좌표0.9470.0000.0000.4550.0000.4551.0000.9470.0000.9100.910
서비스개시시작일시0.6640.0000.0000.9470.3240.9470.9471.0000.1910.9050.776
서비스개시종료일시0.0000.2520.2030.0000.6030.0000.0000.1911.0000.3530.447
접수시작일시0.7270.1800.3390.9100.3790.9100.9100.9050.3531.0000.689
접수종료일시0.8190.0000.9100.9100.5340.9100.9100.7760.4470.6891.000

Missing values

2024-05-03T20:53:48.244016image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-03T20:53:49.188233image/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
0자체S231030161709062532체육시설족구장접수중2024년 족구장1-강서한강공원유료강서한강공원>족구장(1,2)제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S231030161709062532126.8214437.584692023-12-01 00:00:00.02024-12-31 00:00:00.02023-12-01 14:00:00.02024-12-31 02:12:00.0강서구
1자체S210218174815551697체육시설테니스장접수중서남센터 테니스장1번 65세이상(가양,마곡,방화지역) 전용코트(평일)유료서남물재생센터어르신https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210218174815551697126.82589637.5772882021-04-02 00:00:00.02025-12-31 00:00:00.02021-04-13 06:00:00.02025-12-31 11:12:00.0강서구
2자체S210219085555417413체육시설테니스장접수중서남센터 테니스장2번 65세이상(가양,마곡,방화지역) 전용코트(평일)유료서남물재생센터어르신https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210219085555417413126.82589637.5772882021-04-02 00:00:00.02031-12-31 00:00:00.02021-04-10 06:00:00.02024-12-31 08:12:00.0강서구
3자체S210219091235657961체육시설테니스장접수중서남센터 테니스장3번 가양,마곡,방화지역 전용코트(평일)유료서남물재생센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210219091235657961126.82589637.5772882021-04-02 00:00:00.02030-12-31 00:00:00.02021-04-13 06:00:00.02024-12-31 04:12:00.0강서구
4자체S210219091554014528체육시설테니스장접수중서남센터 테니스장4번 가양,마곡,방화지역 전용코트(평일)유료서남물재생센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210219091554014528126.82589637.5772882021-04-10 00:00:00.02031-12-31 00:00:00.02021-04-10 06:00:00.02024-12-31 04:12:00.0강서구
5자체S210219091826906010체육시설테니스장접수중서남센터 테니스장5번 코트(평일)유료서남물재생센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210219091826906010126.82589637.5772882021-04-02 00:00:00.02029-12-31 00:00:00.02021-04-14 06:00:00.02024-12-31 08:12:00.0강서구
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7자체S210219092115226884체육시설테니스장접수중서남센터 테니스장7번 코트(평일)유료서남물재생센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210219092115226884126.82589637.5772882021-04-02 00:00:00.02029-12-31 00:00:00.02021-04-14 06:00:00.02024-12-31 08:12:00.0강서구
8자체S210219092313243896체육시설테니스장예약마감서남센터 테니스장8번 코트(평일)유료서남물재생센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210219092313243896126.82589637.5772882021-04-02 00:00:00.02031-12-31 00:00:00.02021-04-14 06:00:00.02024-12-31 08:12:00.0강서구
9자체S210219092430823699체육시설테니스장접수중서남센터 테니스장9번 코트(평일)유료서남물재생센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210219092430823699126.82589637.5772882021-04-10 00:00:00.02031-12-31 00:00:00.02021-04-10 06:00:00.02024-12-31 04:12:00.0강서구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
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23자체S210330161319628636체육시설테니스장예약마감서남센터 테니스장12번 코트(주말/공휴일)유료서남물재생센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210330161319628636126.82589637.5772882021-04-02 00:00:00.02024-12-31 00:00:00.02021-04-14 06:00:00.02024-12-31 08:12:00.0강서구
24자체S210331112704279047체육시설탁구장접수중서남센터 탁구장(1번탁구대)유료서남물재생센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210331112704279047126.82589637.5772882021-04-02 00:00:00.02029-12-31 00:00:00.02021-04-02 06:00:00.02024-12-31 08:12:00.0강서구
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26자체S210407154026900946체육시설탁구장접수중서남센터 탁구장(2번탁구대)유료서남물재생센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210407154026900946126.82589637.5772882021-04-10 00:00:00.02024-12-31 00:00:00.02021-04-10 06:00:00.02024-12-31 08:12:00.0강서구
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28자체S210407154648297433체육시설탁구장접수중서남센터 탁구장(4번탁구대)유료서남물재생센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210407154648297433126.82589637.5772882021-04-10 00:00:00.02024-12-31 00:00:00.02021-04-10 06:00:00.02024-12-31 08:12:00.0강서구
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30자체S240205084226331534체육시설테니스장접수중서남센터 테니스장1번 65세이상(가양,마곡,방화지역) 전용코트(주말/공휴일)유료서남물재생센터어르신https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240205084226331534126.82589637.5772882024-02-07 00:00:00.02025-12-31 00:00:00.02024-02-07 06:00:00.02025-12-31 11:12:00.0강서구