Overview

Dataset statistics

Number of variables17
Number of observations53
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.3 KiB
Average record size in memory140.5 B

Variable types

Categorical15
Text2

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author동작구
URLhttps://data.seoul.go.kr/dataList/OA-12092/S/1/datasetView.do

Alerts

대분류명 has constant value ""Constant
지역명 has constant value ""Constant
서비스상태 is highly overall correlated with 서비스대상 and 5 other fieldsHigh correlation
서비스개시시작일시 is highly overall correlated with 서비스구분 and 6 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 서비스구분 and 8 other fieldsHigh correlation
바로가기URL is highly overall correlated with 서비스구분 and 11 other fieldsHigh correlation
장소X좌표 is highly overall correlated with 서비스구분 and 8 other fieldsHigh correlation
접수시작일시 is highly overall correlated with 서비스구분 and 6 other fieldsHigh correlation
결제방법 is highly overall correlated with 장소명 and 6 other fieldsHigh correlation
소분류명 is highly overall correlated with 서비스구분 and 9 other fieldsHigh correlation
서비스대상 is highly overall correlated with 서비스구분 and 8 other fieldsHigh correlation
장소명 is highly overall correlated with 서비스구분 and 10 other fieldsHigh correlation
접수종료일시 is highly overall correlated with 서비스구분 and 10 other fieldsHigh correlation
서비스구분 is highly overall correlated with 소분류명 and 9 other fieldsHigh correlation
서비스개시종료일시 is highly overall correlated with 서비스구분 and 11 other fieldsHigh correlation
서비스구분 is highly imbalanced (61.4%)Imbalance
소분류명 is highly imbalanced (61.4%)Imbalance
서비스상태 is highly imbalanced (86.5%)Imbalance
결제방법 is highly imbalanced (86.5%)Imbalance
바로가기URL is highly imbalanced (76.9%)Imbalance
장소X좌표 is highly imbalanced (75.0%)Imbalance
장소Y좌표 is highly imbalanced (75.0%)Imbalance
서비스ID has unique valuesUnique
서비스명 has unique valuesUnique

Reproduction

Analysis started2024-05-11 06:50:58.755947
Analysis finished2024-05-11 06:51:01.492930
Duration2.74 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
연계
49 
자체
 
4

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
연계 49
92.5%
자체 4
 
7.5%

Length

2024-05-11T15:51:01.610052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:01.802880image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
연계 49
92.5%
자체 4
 
7.5%

서비스ID
Text

UNIQUE 

Distinct53
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size556.0 B
2024-05-11T15:51:02.194588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length8
Mean length8.8301887
Min length8

Characters and Unicode

Total characters468
Distinct characters15
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

Unique53 ?
Unique (%)100.0%

Sample

1st rowS240418144112721750
2nd rowS240504142845980769
3rd rowS240424164816860557
4th rowS240418145824454692
5th rowXML-6224
ValueCountFrequency (%)
s240418144112721750 1
 
1.9%
xml-6205 1
 
1.9%
xml-6169 1
 
1.9%
xml-6204 1
 
1.9%
xml-6203 1
 
1.9%
xml-6202 1
 
1.9%
xml-6201 1
 
1.9%
xml-6163 1
 
1.9%
xml-6200 1
 
1.9%
xml-6199 1
 
1.9%
Other values (43) 43
81.1%
2024-05-11T15:51:03.024763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6 62
13.2%
X 49
10.5%
M 49
10.5%
L 49
10.5%
- 49
10.5%
2 46
9.8%
1 45
9.6%
4 27
5.8%
0 24
 
5.1%
8 16
 
3.4%
Other values (5) 52
11.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 268
57.3%
Uppercase Letter 151
32.3%
Dash Punctuation 49
 
10.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
6 62
23.1%
2 46
17.2%
1 45
16.8%
4 27
10.1%
0 24
 
9.0%
8 16
 
6.0%
5 14
 
5.2%
9 13
 
4.9%
7 11
 
4.1%
3 10
 
3.7%
Uppercase Letter
ValueCountFrequency (%)
X 49
32.5%
M 49
32.5%
L 49
32.5%
S 4
 
2.6%
Dash Punctuation
ValueCountFrequency (%)
- 49
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 317
67.7%
Latin 151
32.3%

Most frequent character per script

Common
ValueCountFrequency (%)
6 62
19.6%
- 49
15.5%
2 46
14.5%
1 45
14.2%
4 27
8.5%
0 24
 
7.6%
8 16
 
5.0%
5 14
 
4.4%
9 13
 
4.1%
7 11
 
3.5%
Latin
ValueCountFrequency (%)
X 49
32.5%
M 49
32.5%
L 49
32.5%
S 4
 
2.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 468
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6 62
13.2%
X 49
10.5%
M 49
10.5%
L 49
10.5%
- 49
10.5%
2 46
9.8%
1 45
9.6%
4 27
5.8%
0 24
 
5.1%
8 16
 
3.4%
Other values (5) 52
11.1%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size556.0 B
교육강좌
53 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
교육강좌 53
100.0%

Length

2024-05-11T15:51:03.244680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:03.406962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교육강좌 53
100.0%

소분류명
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
기타
49 
자연/과학
 
4

Length

Max length5
Median length2
Mean length2.2264151
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row자연/과학
2nd row자연/과학
3rd row자연/과학
4th row자연/과학
5th row기타

Common Values

ValueCountFrequency (%)
기타 49
92.5%
자연/과학 4
 
7.5%

Length

2024-05-11T15:51:03.592440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:03.749658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기타 49
92.5%
자연/과학 4
 
7.5%

서비스상태
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
접수중
52 
접수종료
 
1

Length

Max length4
Median length3
Mean length3.0188679
Min length3

Unique

Unique1 ?
Unique (%)1.9%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 52
98.1%
접수종료 1
 
1.9%

Length

2024-05-11T15:51:03.918232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:04.097322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 52
98.1%
접수종료 1
 
1.9%

서비스명
Text

UNIQUE 

Distinct53
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size556.0 B
2024-05-11T15:51:04.457246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length37
Mean length30.396226
Min length17

Characters and Unicode

Total characters1611
Distinct characters157
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique53 ?
Unique (%)100.0%

Sample

1st row[보라매공원] 힐링원예교실 (5월)
2nd row[보라매공원] 보라매공원의 봄~ 산책드로잉 (추가모집, *3회 연속수업)
3rd row[보라매공원] 패밀리공원명상요가(5월)
4th row[보라매공원] 보라매공원 자연놀이터(5월)
5th row[대면강좌] 2024년 4~6월 신대방1동 고고장구
ValueCountFrequency (%)
2024년 45
 
15.8%
2기 25
 
8.8%
수강생 17
 
6.0%
모집 17
 
6.0%
2기(4~6월 14
 
4.9%
프로그램 12
 
4.2%
상도1동 12
 
4.2%
4~6월 8
 
2.8%
대방동 7
 
2.5%
신대방1동 6
 
2.1%
Other values (86) 122
42.8%
2024-05-11T15:51:05.195169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
233
 
14.5%
2 144
 
8.9%
4 79
 
4.9%
0 73
 
4.5%
동 53
 
3.3%
년 49
 
3.0%
기 47
 
2.9%
( 41
 
2.5%
) 41
 
2.5%
1 37
 
2.3%
Other values (147) 814
50.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 798
49.5%
Decimal Number 376
23.3%
Space Separator 233
 
14.5%
Open Punctuation 76
 
4.7%
Close Punctuation 76
 
4.7%
Math Symbol 30
 
1.9%
Other Punctuation 14
 
0.9%
Uppercase Letter 8
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 53
 
6.6%
년 49
 
6.1%
기 47
 
5.9%
월 30
 
3.8%
대 26
 
3.3%
강 23
 
2.9%
교 21
 
2.6%
도 21
 
2.6%
상 20
 
2.5%
모 19
 
2.4%
Other values (125) 489
61.3%
Decimal Number
ValueCountFrequency (%)
2 144
38.3%
4 79
21.0%
0 73
19.4%
1 37
 
9.8%
6 27
 
7.2%
3 7
 
1.9%
5 5
 
1.3%
8 3
 
0.8%
7 1
 
0.3%
Uppercase Letter
ValueCountFrequency (%)
A 4
50.0%
B 2
25.0%
E 1
 
12.5%
Q 1
 
12.5%
Other Punctuation
ValueCountFrequency (%)
: 12
85.7%
, 1
 
7.1%
* 1
 
7.1%
Open Punctuation
ValueCountFrequency (%)
( 41
53.9%
[ 35
46.1%
Close Punctuation
ValueCountFrequency (%)
) 41
53.9%
] 35
46.1%
Space Separator
ValueCountFrequency (%)
233
100.0%
Math Symbol
ValueCountFrequency (%)
~ 30
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 805
50.0%
Hangul 798
49.5%
Latin 8
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 53
 
6.6%
년 49
 
6.1%
기 47
 
5.9%
월 30
 
3.8%
대 26
 
3.3%
강 23
 
2.9%
교 21
 
2.6%
도 21
 
2.6%
상 20
 
2.5%
모 19
 
2.4%
Other values (125) 489
61.3%
Common
ValueCountFrequency (%)
233
28.9%
2 144
17.9%
4 79
 
9.8%
0 73
 
9.1%
( 41
 
5.1%
) 41
 
5.1%
1 37
 
4.6%
[ 35
 
4.3%
] 35
 
4.3%
~ 30
 
3.7%
Other values (8) 57
 
7.1%
Latin
ValueCountFrequency (%)
A 4
50.0%
B 2
25.0%
E 1
 
12.5%
Q 1
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 813
50.5%
Hangul 798
49.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
233
28.7%
2 144
17.7%
4 79
 
9.7%
0 73
 
9.0%
( 41
 
5.0%
) 41
 
5.0%
1 37
 
4.6%
[ 35
 
4.3%
] 35
 
4.3%
~ 30
 
3.7%
Other values (12) 65
 
8.0%
Hangul
ValueCountFrequency (%)
동 53
 
6.6%
년 49
 
6.1%
기 47
 
5.9%
월 30
 
3.8%
대 26
 
3.3%
강 23
 
2.9%
교 21
 
2.6%
도 21
 
2.6%
상 20
 
2.5%
모 19
 
2.4%
Other values (125) 489
61.3%

결제방법
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
유료
52 
무료
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)1.9%

Sample

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

Common Values

ValueCountFrequency (%)
유료 52
98.1%
무료 1
 
1.9%

Length

2024-05-11T15:51:05.439041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:05.596233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
유료 52
98.1%
무료 1
 
1.9%

장소명
Categorical

HIGH CORRELATION 

Distinct24
Distinct (%)45.3%
Missing0
Missing (%)0.0%
Memory size556.0 B
상도1동 주민센터 2층 교양강좌실
8 
대방동주민센터 2층 문화의 방
5 
상도1동 주민센터 3층 강당
4 
동주민센터 다목적회의실(3층)
 
3
동주민센터 문화의 방(2층)
 
3
Other values (19)
30 

Length

Max length47
Median length20
Mean length16.54717
Min length4

Unique

Unique10 ?
Unique (%)18.9%

Sample

1st row보라매공원
2nd row보라매공원
3rd row보라매공원 커뮤니티센터
4th row보라매공원 커뮤니티센터.
5th row동주민센터 다목적회의실(3층)

Common Values

ValueCountFrequency (%)
상도1동 주민센터 2층 교양강좌실 8
15.1%
대방동주민센터 2층 문화의 방 5
 
9.4%
상도1동 주민센터 3층 강당 4
 
7.5%
동주민센터 다목적회의실(3층) 3
 
5.7%
동주민센터 문화의 방(2층) 3
 
5.7%
사당1동주민센터 4층 강당 3
 
5.7%
사당4동 주민센터 2층 다목적 회의실 3
 
5.7%
사당1동주민센터 3층 교양강좌실 2
 
3.8%
대방동주민센터 2층 다목적회의실 2
 
3.8%
사당5동 주민센터 3층 다목적실 2
 
3.8%
Other values (14) 18
34.0%

Length

2024-05-11T15:51:05.789433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
주민센터 20
 
10.9%
2층 18
 
9.8%
3층 14
 
7.7%
상도1동 12
 
6.6%
교양강좌실 10
 
5.5%
강당 9
 
4.9%
문화의 8
 
4.4%
동주민센터 7
 
3.8%
대방동주민센터 7
 
3.8%
4층 6
 
3.3%
Other values (33) 72
39.3%

서비스대상
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)15.1%
Missing0
Missing (%)0.0%
Memory size556.0 B
제한없음
28 
성인
9 
초등학생
4 
어르신
3 
어린이
3 
Other values (3)
6 

Length

Max length19
Median length4
Mean length4
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row 성인
2nd row 성인
3rd row 가족(7세 이상 어린이와 보호자)
4th row 가족(7세 이상 어린이와 보호자)
5th row제한없음

Common Values

ValueCountFrequency (%)
제한없음 28
52.8%
성인 9
 
17.0%
초등학생 4
 
7.5%
어르신 3
 
5.7%
어린이 3
 
5.7%
성인 2
 
3.8%
가족(7세 이상 어린이와 보호자) 2
 
3.8%
유아 2
 
3.8%

Length

2024-05-11T15:51:05.992916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:06.186037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제한없음 28
47.5%
성인 11
 
18.6%
초등학생 4
 
6.8%
어르신 3
 
5.1%
어린이 3
 
5.1%
가족(7세 2
 
3.4%
이상 2
 
3.4%
어린이와 2
 
3.4%
보호자 2
 
3.4%
유아 2
 
3.4%

바로가기URL
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct5
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Memory size556.0 B
https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074
49 
https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418144112721750
 
1
https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240504142845980769
 
1
https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424164816860557
 
1
https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418145824454692
 
1

Length

Max length99
Median length99
Mean length98.471698
Min length92

Unique

Unique4 ?
Unique (%)7.5%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418144112721750
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240504142845980769
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424164816860557
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418145824454692
5th rowhttps://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074

Common Values

ValueCountFrequency (%)
https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074 49
92.5%
https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418144112721750 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240504142845980769 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424164816860557 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418145824454692 1
 
1.9%

Length

2024-05-11T15:51:06.426231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:06.632287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatsecd=02&menuno=400074 49
92.5%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240418144112721750 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240504142845980769 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240424164816860557 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240418145824454692 1
 
1.9%

장소X좌표
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct4
Distinct (%)7.5%
Missing0
Missing (%)0.0%
Memory size556.0 B
<NA>
49 
126.91947948503334
 
2
126.91945700031395
 
1
126.9194685391878
 
1

Length

Max length18
Median length4
Mean length5.0377358
Min length4

Unique

Unique2 ?
Unique (%)3.8%

Sample

1st row126.91947948503334
2nd row126.91947948503334
3rd row126.91945700031395
4th row126.9194685391878
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 49
92.5%
126.91947948503334 2
 
3.8%
126.91945700031395 1
 
1.9%
126.9194685391878 1
 
1.9%

Length

2024-05-11T15:51:06.909481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:07.155763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 49
92.5%
126.91947948503334 2
 
3.8%
126.91945700031395 1
 
1.9%
126.9194685391878 1
 
1.9%

장소Y좌표
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct4
Distinct (%)7.5%
Missing0
Missing (%)0.0%
Memory size556.0 B
<NA>
49 
37.49485712306232
 
2
37.49483898546161
 
1
37.49480974811693
 
1

Length

Max length17
Median length4
Mean length4.9811321
Min length4

Unique

Unique2 ?
Unique (%)3.8%

Sample

1st row37.49485712306232
2nd row37.49485712306232
3rd row37.49483898546161
4th row37.49480974811693
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 49
92.5%
37.49485712306232 2
 
3.8%
37.49483898546161 1
 
1.9%
37.49480974811693 1
 
1.9%

Length

2024-05-11T15:51:07.371925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:07.565871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 49
92.5%
37.49485712306232 2
 
3.8%
37.49483898546161 1
 
1.9%
37.49480974811693 1
 
1.9%

서비스개시시작일시
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)17.0%
Missing0
Missing (%)0.0%
Memory size556.0 B
2024-04-01 00:00:00.0
33 
2024-04-11 00:00:00.0
6 
2024-04-15 00:00:00.0
5 
2024-04-25 00:00:00.0
 
3
2024-04-12 00:00:00.0
 
2
Other values (4)
4 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique4 ?
Unique (%)7.5%

Sample

1st row2024-04-25 00:00:00.0
2nd row2024-05-04 00:00:00.0
3rd row2024-04-25 00:00:00.0
4th row2024-04-25 00:00:00.0
5th row2024-04-01 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-04-01 00:00:00.0 33
62.3%
2024-04-11 00:00:00.0 6
 
11.3%
2024-04-15 00:00:00.0 5
 
9.4%
2024-04-25 00:00:00.0 3
 
5.7%
2024-04-12 00:00:00.0 2
 
3.8%
2024-05-04 00:00:00.0 1
 
1.9%
2024-04-17 00:00:00.0 1
 
1.9%
2024-04-04 00:00:00.0 1
 
1.9%
2024-04-05 00:00:00.0 1
 
1.9%

Length

2024-05-11T15:51:07.752671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:07.960556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
00:00:00.0 53
50.0%
2024-04-01 33
31.1%
2024-04-11 6
 
5.7%
2024-04-15 5
 
4.7%
2024-04-25 3
 
2.8%
2024-04-12 2
 
1.9%
2024-05-04 1
 
0.9%
2024-04-17 1
 
0.9%
2024-04-04 1
 
0.9%
2024-04-05 1
 
0.9%

서비스개시종료일시
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)15.1%
Missing0
Missing (%)0.0%
Memory size556.0 B
2024-06-30 00:00:00.0
25 
2024-06-28 00:00:00.0
20 
2024-06-27 00:00:00.0
3 
2024-05-23 00:00:00.0
 
1
2024-05-25 00:00:00.0
 
1
Other values (3)
3 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique5 ?
Unique (%)9.4%

Sample

1st row2024-05-23 00:00:00.0
2nd row2024-05-25 00:00:00.0
3rd row2024-05-19 00:00:00.0
4th row2024-05-26 00:00:00.0
5th row2024-06-30 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-06-30 00:00:00.0 25
47.2%
2024-06-28 00:00:00.0 20
37.7%
2024-06-27 00:00:00.0 3
 
5.7%
2024-05-23 00:00:00.0 1
 
1.9%
2024-05-25 00:00:00.0 1
 
1.9%
2024-05-19 00:00:00.0 1
 
1.9%
2024-05-26 00:00:00.0 1
 
1.9%
2024-06-24 00:00:00.0 1
 
1.9%

Length

2024-05-11T15:51:08.194639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:08.370520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
00:00:00.0 53
50.0%
2024-06-30 25
23.6%
2024-06-28 20
 
18.9%
2024-06-27 3
 
2.8%
2024-05-23 1
 
0.9%
2024-05-25 1
 
0.9%
2024-05-19 1
 
0.9%
2024-05-26 1
 
0.9%
2024-06-24 1
 
0.9%

접수시작일시
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)17.0%
Missing0
Missing (%)0.0%
Memory size556.0 B
2024-03-13 09:00:00.0
20 
2024-03-12 09:00:00.0
12 
2024-03-14 09:00:00.0
9 
2024-03-12 00:00:00.0
5 
2024-04-25 10:00:00.0
3 
Other values (4)
4 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique4 ?
Unique (%)7.5%

Sample

1st row2024-04-25 10:00:00.0
2nd row2024-05-04 17:00:00.0
3rd row2024-04-25 10:00:00.0
4th row2024-04-25 10:00:00.0
5th row2024-03-12 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-03-13 09:00:00.0 20
37.7%
2024-03-12 09:00:00.0 12
22.6%
2024-03-14 09:00:00.0 9
17.0%
2024-03-12 00:00:00.0 5
 
9.4%
2024-04-25 10:00:00.0 3
 
5.7%
2024-05-04 17:00:00.0 1
 
1.9%
2024-03-14 00:00:00.0 1
 
1.9%
2024-03-12 07:00:00.0 1
 
1.9%
2024-03-14 09:30:00.0 1
 
1.9%

Length

2024-05-11T15:51:08.591007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:08.810535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
09:00:00.0 41
38.7%
2024-03-13 20
18.9%
2024-03-12 18
17.0%
2024-03-14 11
 
10.4%
00:00:00.0 6
 
5.7%
2024-04-25 3
 
2.8%
10:00:00.0 3
 
2.8%
2024-05-04 1
 
0.9%
17:00:00.0 1
 
0.9%
07:00:00.0 1
 
0.9%

접수종료일시
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)28.3%
Missing0
Missing (%)0.0%
Memory size556.0 B
2024-03-29 18:00:00.0
12 
2024-06-28 18:00:00.0
11 
2024-03-31 00:00:00.0
6 
2024-04-30 18:00:00.0
6 
2024-05-31 18:00:00.0
5 
Other values (10)
13 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique8 ?
Unique (%)15.1%

Sample

1st row2024-05-22 17:00:00.0
2nd row2024-05-10 17:00:00.0
3rd row2024-05-18 17:00:00.0
4th row2024-05-24 17:00:00.0
5th row2024-03-31 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-03-29 18:00:00.0 12
22.6%
2024-06-28 18:00:00.0 11
20.8%
2024-03-31 00:00:00.0 6
11.3%
2024-04-30 18:00:00.0 6
11.3%
2024-05-31 18:00:00.0 5
9.4%
2024-03-31 18:00:00.0 3
 
5.7%
2024-05-15 18:00:00.0 2
 
3.8%
2024-05-22 17:00:00.0 1
 
1.9%
2024-05-10 17:00:00.0 1
 
1.9%
2024-05-18 17:00:00.0 1
 
1.9%
Other values (5) 5
9.4%

Length

2024-05-11T15:51:09.052937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
18:00:00.0 39
36.8%
2024-03-29 13
 
12.3%
2024-06-28 11
 
10.4%
2024-03-31 9
 
8.5%
00:00:00.0 8
 
7.5%
2024-04-30 8
 
7.5%
2024-05-31 5
 
4.7%
17:00:00.0 4
 
3.8%
2024-05-15 3
 
2.8%
2024-05-22 1
 
0.9%
Other values (5) 5
 
4.7%

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size556.0 B
동작구
53 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
동작구 53
100.0%

Length

2024-05-11T15:51:09.276232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:51:09.449808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동작구 53
100.0%

Correlations

2024-05-11T15:51:09.586332image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스구분1.0001.0000.9770.2751.0000.2751.0001.0001.000NaNNaN1.0001.0001.0001.000
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명0.9771.0001.0000.2751.0000.2751.0001.0001.000NaNNaN1.0001.0001.0001.000
서비스상태0.2751.0000.2751.0001.0000.0000.3910.8221.0000.0000.0001.0001.0001.0001.000
서비스명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
결제방법0.2751.0000.2750.0001.0001.0001.0000.8221.0001.0001.0000.4461.0000.4461.000
장소명1.0001.0001.0000.3911.0001.0001.0000.8900.9181.0001.0000.9270.9530.9430.988
서비스대상1.0001.0001.0000.8221.0000.8220.8901.0000.7951.0001.0000.6120.8940.6860.787
바로가기URL1.0001.0001.0001.0001.0001.0000.9180.7951.0001.0001.0000.8111.0000.8111.000
장소X좌표NaN1.000NaN0.0001.0001.0001.0001.0001.0001.0001.0000.0001.0000.0001.000
장소Y좌표NaN1.000NaN0.0001.0001.0001.0001.0001.0001.0001.0000.0001.0000.0001.000
서비스개시시작일시1.0001.0001.0001.0001.0000.4460.9270.6120.8110.0000.0001.0000.7830.8500.891
서비스개시종료일시1.0001.0001.0001.0001.0001.0000.9530.8941.0001.0001.0000.7831.0000.7950.972
접수시작일시1.0001.0001.0001.0001.0000.4460.9430.6860.8110.0000.0000.8500.7951.0000.956
접수종료일시1.0001.0001.0001.0001.0001.0000.9880.7871.0001.0001.0000.8910.9720.9561.000
2024-05-11T15:51:09.938339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스상태서비스개시시작일시장소Y좌표바로가기URL장소X좌표접수시작일시결제방법소분류명서비스대상장소명접수종료일시서비스구분서비스개시종료일시
서비스상태1.0000.9290.0000.9700.0000.9290.0000.1760.6020.2450.8630.1760.939
서비스개시시작일시0.9291.0000.0000.6120.0000.4290.4120.9290.3490.5730.5900.9290.527
장소Y좌표0.0000.0001.0001.0001.0000.0000.7071.0000.7071.0001.0001.0001.000
바로가기URL0.9700.6121.0001.0001.0000.6120.9700.9700.6290.5880.8900.9700.968
장소X좌표0.0000.0001.0001.0001.0000.0000.7071.0000.7071.0001.0001.0001.000
접수시작일시0.9290.4290.0000.6120.0001.0000.4120.9290.4170.6120.7510.9290.543
결제방법0.0000.4120.7070.9700.7070.4121.0000.1760.6020.7620.8630.1760.939
소분류명0.1760.9291.0000.9701.0000.9290.1761.0000.9390.7620.8630.8620.939
서비스대상0.6020.3490.7070.6290.7070.4170.6020.9391.0000.5030.4430.9390.511
장소명0.2450.5731.0000.5881.0000.6120.7620.7620.5031.0000.7920.7620.638
접수종료일시0.8630.5901.0000.8901.0000.7510.8630.8630.4430.7921.0000.8630.809
서비스구분0.1760.9291.0000.9701.0000.9290.1760.8620.9390.7620.8631.0000.939
서비스개시종료일시0.9390.5271.0000.9681.0000.5430.9390.9390.5110.6380.8090.9391.000
2024-05-11T15:51:10.552835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분소분류명서비스상태결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스구분1.0000.8620.1760.1760.7620.9390.9701.0001.0000.9290.9390.9290.863
소분류명0.8621.0000.1760.1760.7620.9390.9701.0001.0000.9290.9390.9290.863
서비스상태0.1760.1761.0000.0000.2450.6020.9700.0000.0000.9290.9390.9290.863
결제방법0.1760.1760.0001.0000.7620.6020.9700.7070.7070.4120.9390.4120.863
장소명0.7620.7620.2450.7621.0000.5030.5881.0001.0000.5730.6380.6120.792
서비스대상0.9390.9390.6020.6020.5031.0000.6290.7070.7070.3490.5110.4170.443
바로가기URL0.9700.9700.9700.9700.5880.6291.0001.0001.0000.6120.9680.6120.890
장소X좌표1.0001.0000.0000.7071.0000.7071.0001.0001.0000.0001.0000.0001.000
장소Y좌표1.0001.0000.0000.7071.0000.7071.0001.0001.0000.0001.0000.0001.000
서비스개시시작일시0.9290.9290.9290.4120.5730.3490.6120.0000.0001.0000.5270.4290.590
서비스개시종료일시0.9390.9390.9390.9390.6380.5110.9681.0001.0000.5271.0000.5430.809
접수시작일시0.9290.9290.9290.4120.6120.4170.6120.0000.0000.4290.5431.0000.751
접수종료일시0.8630.8630.8630.8630.7920.4430.8901.0001.0000.5900.8090.7511.000

Missing values

2024-05-11T15:51:00.951515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-11T15:51:01.361501image/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
0자체S240418144112721750교육강좌자연/과학접수중[보라매공원] 힐링원예교실 (5월)유료보라매공원성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418144112721750126.91947937.4948572024-04-25 00:00:00.02024-05-23 00:00:00.02024-04-25 10:00:00.02024-05-22 17:00:00.0동작구
1자체S240504142845980769교육강좌자연/과학접수종료[보라매공원] 보라매공원의 봄~ 산책드로잉 (추가모집, *3회 연속수업)유료보라매공원성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240504142845980769126.91947937.4948572024-05-04 00:00:00.02024-05-25 00:00:00.02024-05-04 17:00:00.02024-05-10 17:00:00.0동작구
2자체S240424164816860557교육강좌자연/과학접수중[보라매공원] 패밀리공원명상요가(5월)무료보라매공원 커뮤니티센터가족(7세 이상 어린이와 보호자)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240424164816860557126.91945737.4948392024-04-25 00:00:00.02024-05-19 00:00:00.02024-04-25 10:00:00.02024-05-18 17:00:00.0동작구
3자체S240418145824454692교육강좌자연/과학접수중[보라매공원] 보라매공원 자연놀이터(5월)유료보라매공원 커뮤니티센터.가족(7세 이상 어린이와 보호자)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418145824454692126.91946937.494812024-04-25 00:00:00.02024-05-26 00:00:00.02024-04-25 10:00:00.02024-05-24 17:00:00.0동작구
4연계XML-6224교육강좌기타접수중[대면강좌] 2024년 4~6월 신대방1동 고고장구유료동주민센터 다목적회의실(3층)제한없음https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-30 00:00:00.02024-03-12 00:00:00.02024-03-31 00:00:00.0동작구
5연계XML-6161교육강좌기타접수중상도3동 풍물교실(2024년 2기)유료상도3동주민센터3층 다목적실제한없음https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-17 00:00:00.02024-06-30 00:00:00.02024-03-13 09:00:00.02024-05-15 18:00:00.0동작구
6연계XML-6153교육강좌기타접수중[2024년 2기] 사당3동 매트 필라테스(온라인)유료온라인 비대면 강의(네이버 밴드)제한없음https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-28 00:00:00.02024-03-14 00:00:00.02024-03-29 00:00:00.0동작구
7연계XML-6223교육강좌기타접수중[대면강좌] 2024년 4~6월 신대방1동 중국어회화(초중급)유료동주민센터 문화의 방(2층)제한없음https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-30 00:00:00.02024-03-12 00:00:00.02024-03-31 00:00:00.0동작구
8연계XML-6221교육강좌기타접수중[대면강좌] 2024년 4~6월 신대방1동 생활영어유료동주민센터 문화의 방(2층)제한없음https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-30 00:00:00.02024-03-12 00:00:00.02024-03-31 00:00:00.0동작구
9연계XML-6220교육강좌기타접수중[대면강좌] 2024년 4~6월 신대방1동 일본어회화(중급)유료동주민센터 문화의 방(2층)제한없음https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-30 00:00:00.02024-03-12 07:00:00.02024-03-31 00:00:00.0동작구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
43연계XML-6148교육강좌기타접수중2024년도 4~6월 신대방2동 어린이 멀티아트[월 16:00~18:00]유료신대방2동 주민센터 3층 누리실초등학생https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-24 00:00:00.02024-03-12 09:00:00.02024-06-28 18:00:00.0동작구
44연계XML-6145교육강좌기타접수중[2024년 2분기] 흑석동 우리춤체조유료흑석동 주민센터 4층 대강당제한없음https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-30 00:00:00.02024-03-13 09:00:00.02024-04-30 23:30:00.0동작구
45연계XML-6143교육강좌기타접수중2024년도 4~6월 신대방2동 어린이 바둑교실[금 16:00~18:00]유료신대방2동 주민센터 3층 누리실초등학생https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-05 00:00:00.02024-06-28 00:00:00.02024-03-12 09:00:00.02024-06-28 18:00:00.0동작구
46연계XML-6120교육강좌기타접수중2024년 2기 대방동 수묵화 교실유료대방동주민센터 2층 문화의 방성인https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-28 00:00:00.02024-03-12 09:00:00.02024-06-28 18:00:00.0동작구
47연계XML-6117교육강좌기타접수중2024년 2기 대방동 줌바토닝유료대방동주민센터 2층 다목적회의실성인https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-12 00:00:00.02024-06-28 00:00:00.02024-03-12 09:00:00.02024-06-28 18:00:00.0동작구
48연계XML-6115교육강좌기타접수중2024년 2기 대방동 스마트폰 활용(초급)유료대방동주민센터 2층 문화의 방성인https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-28 00:00:00.02024-03-12 09:00:00.02024-06-28 18:00:00.0동작구
49연계XML-6114교육강좌기타접수중2024년 2기 대방동 클레이교실(B)유료대방동주민센터 2층 문화의 방어린이https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-28 00:00:00.02024-03-12 09:00:00.02024-06-28 18:00:00.0동작구
50연계XML-6113교육강좌기타접수중2024년 2기 대방동 클레이교실(A)유료대방동주민센터 2층 문화의 방어린이https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-28 00:00:00.02024-03-12 09:00:00.02024-06-28 18:00:00.0동작구
51연계XML-6112교육강좌기타접수중2024년 2기 대방동 일어회화(중급)유료대방동주민센터 2층 문화의 방성인https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-01 00:00:00.02024-06-28 00:00:00.02024-03-12 09:00:00.02024-06-28 18:00:00.0동작구
52연계XML-6110교육강좌기타접수중2024년 2기 대방동 요가교실(A)유료대방동주민센터 2층 다목적회의실성인https://www.dongjak.go.kr/reservation/progrm/master/reservation/list.do?tmplatSeCd=02&menuNo=400074<NA><NA>2024-04-15 00:00:00.02024-06-28 00:00:00.02024-03-12 09:00:00.02024-06-28 18:00:00.0동작구