Overview

Dataset statistics

Number of variables17
Number of observations52
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.1 KiB
Average record size in memory140.5 B

Variable types

Categorical13
Text3
DateTime1

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author강동구
URLhttps://data.seoul.go.kr/dataList/OA-12200/S/1/datasetView.do

Alerts

서비스구분 has constant value ""Constant
대분류명 has constant value ""Constant
지역명 has constant value ""Constant
서비스개시시작일시 is highly overall correlated with 소분류명 and 5 other fieldsHigh correlation
장소명 is highly overall correlated with 소분류명 and 5 other fieldsHigh correlation
접수시작일시 is highly overall correlated with 소분류명 and 5 other fieldsHigh correlation
장소X좌표 is highly overall correlated with 소분류명 and 5 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 소분류명 and 5 other fieldsHigh correlation
소분류명 is highly overall correlated with 장소명 and 4 other fieldsHigh correlation
서비스상태 is highly overall correlated with 서비스개시시작일시 and 1 other fieldsHigh correlation
서비스대상 is highly overall correlated with 장소명 and 2 other fieldsHigh correlation
소분류명 is highly imbalanced (66.8%)Imbalance
서비스ID has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-04-29 16:08:40.789224
Analysis finished2024-04-29 16:08:43.701469
Duration2.91 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size548.0 B
자체
52 

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 52
100.0%

Length

2024-04-30T01:08:43.757214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:08:43.831663image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 52
100.0%

서비스ID
Text

UNIQUE 

Distinct52
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size548.0 B
2024-04-30T01:08:43.974168image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters988
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

Unique52 ?
Unique (%)100.0%

Sample

1st rowS240219172105975017
2nd rowS240220093410659575
3rd rowS240220094522455217
4th rowS240220095626901015
5th rowS240225121546057856
ValueCountFrequency (%)
s240219172105975017 1
 
1.9%
s240220093410659575 1
 
1.9%
s240220162311669613 1
 
1.9%
s240422165435225405 1
 
1.9%
s240422165818683945 1
 
1.9%
s240422170131294100 1
 
1.9%
s240422170459294965 1
 
1.9%
s240422170752076676 1
 
1.9%
s240422171824382674 1
 
1.9%
s240319132756111073 1
 
1.9%
Other values (42) 42
80.8%
2024-04-30T01:08:44.244711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 196
19.8%
4 143
14.5%
1 133
13.5%
0 116
11.7%
5 79
8.0%
3 77
 
7.8%
7 58
 
5.9%
6 54
 
5.5%
S 52
 
5.3%
9 47
 
4.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 936
94.7%
Uppercase Letter 52
 
5.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 196
20.9%
4 143
15.3%
1 133
14.2%
0 116
12.4%
5 79
8.4%
3 77
 
8.2%
7 58
 
6.2%
6 54
 
5.8%
9 47
 
5.0%
8 33
 
3.5%
Uppercase Letter
ValueCountFrequency (%)
S 52
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 936
94.7%
Latin 52
 
5.3%

Most frequent character per script

Common
ValueCountFrequency (%)
2 196
20.9%
4 143
15.3%
1 133
14.2%
0 116
12.4%
5 79
8.4%
3 77
 
8.2%
7 58
 
6.2%
6 54
 
5.8%
9 47
 
5.0%
8 33
 
3.5%
Latin
ValueCountFrequency (%)
S 52
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 988
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 196
19.8%
4 143
14.5%
1 133
13.5%
0 116
11.7%
5 79
8.0%
3 77
 
7.8%
7 58
 
5.9%
6 54
 
5.5%
S 52
 
5.3%
9 47
 
4.8%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size548.0 B
교육강좌
52 

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 52
100.0%

Length

2024-04-30T01:08:44.359914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:08:44.439494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교육강좌 52
100.0%

소분류명
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)5.8%
Missing0
Missing (%)0.0%
Memory size548.0 B
자연/과학
47 
기타
 
4
역사
 
1

Length

Max length5
Median length5
Mean length4.7115385
Min length2

Unique

Unique1 ?
Unique (%)1.9%

Sample

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

Common Values

ValueCountFrequency (%)
자연/과학 47
90.4%
기타 4
 
7.7%
역사 1
 
1.9%

Length

2024-04-30T01:08:44.522135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:08:44.614512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자연/과학 47
90.4%
기타 4
 
7.7%
역사 1
 
1.9%

서비스상태
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size548.0 B
접수중
23 
접수종료
14 
예약마감
14 
안내중
 
1

Length

Max length4
Median length4
Mean length3.5384615
Min length3

Unique

Unique1 ?
Unique (%)1.9%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 23
44.2%
접수종료 14
26.9%
예약마감 14
26.9%
안내중 1
 
1.9%

Length

2024-04-30T01:08:44.724911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:08:44.848435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 23
44.2%
접수종료 14
26.9%
예약마감 14
26.9%
안내중 1
 
1.9%

서비스명
Text

Distinct50
Distinct (%)96.2%
Missing0
Missing (%)0.0%
Memory size548.0 B
2024-04-30T01:08:45.079583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length38
Mean length23.153846
Min length7

Characters and Unicode

Total characters1204
Distinct characters230
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique48 ?
Unique (%)92.3%

Sample

1st row고덕)(토)지구의 날 특집 수달은 쓰레기를 싫어해 (초등이상)
2nd row고덕) (일) 산개구리가 알을 낳았어요 (초등이상)
3rd row고덕)(토)박새가 알을 낳았어요 (초등이상)
4th row고덕)(토)찔레나라로의 여행 (초등이상)
5th row고덕)(토)춤추는 동양하루살이 (초등이상)
ValueCountFrequency (%)
초등이상 8
 
3.8%
6
 
2.9%
고덕 5
 
2.4%
모집 5
 
2.4%
참여자 5
 
2.4%
강동 5
 
2.4%
서울청년센터 5
 
2.4%
암사 4
 
1.9%
일 4
 
1.9%
만들기 3
 
1.4%
Other values (128) 158
76.0%
2024-04-30T01:08:45.402023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
158
 
13.1%
) 71
 
5.9%
( 61
 
5.1%
이 29
 
2.4%
동 25
 
2.1%
사 24
 
2.0%
월 22
 
1.8%
생 18
 
1.5%
기 16
 
1.3%
5 15
 
1.2%
Other values (220) 765
63.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 764
63.5%
Space Separator 158
 
13.1%
Close Punctuation 75
 
6.2%
Lowercase Letter 67
 
5.6%
Open Punctuation 65
 
5.4%
Other Punctuation 36
 
3.0%
Decimal Number 23
 
1.9%
Dash Punctuation 10
 
0.8%
Uppercase Letter 4
 
0.3%
Connector Punctuation 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 29
 
3.8%
동 25
 
3.3%
사 24
 
3.1%
월 22
 
2.9%
생 18
 
2.4%
기 16
 
2.1%
자 14
 
1.8%
상 14
 
1.8%
고 14
 
1.8%
물 13
 
1.7%
Other values (189) 575
75.3%
Lowercase Letter
ValueCountFrequency (%)
t 11
16.4%
q 8
11.9%
u 8
11.9%
o 8
11.9%
e 6
9.0%
p 6
9.0%
a 4
 
6.0%
l 3
 
4.5%
d 3
 
4.5%
n 2
 
3.0%
Other values (4) 8
11.9%
Other Punctuation
ValueCountFrequency (%)
; 14
38.9%
& 14
38.9%
, 4
 
11.1%
: 3
 
8.3%
/ 1
 
2.8%
Decimal Number
ValueCountFrequency (%)
5 15
65.2%
4 7
30.4%
7 1
 
4.3%
Close Punctuation
ValueCountFrequency (%)
) 71
94.7%
] 4
 
5.3%
Open Punctuation
ValueCountFrequency (%)
( 61
93.8%
[ 4
 
6.2%
Uppercase Letter
ValueCountFrequency (%)
W 2
50.0%
H 2
50.0%
Space Separator
ValueCountFrequency (%)
158
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 764
63.5%
Common 369
30.6%
Latin 71
 
5.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 29
 
3.8%
동 25
 
3.3%
사 24
 
3.1%
월 22
 
2.9%
생 18
 
2.4%
기 16
 
2.1%
자 14
 
1.8%
상 14
 
1.8%
고 14
 
1.8%
물 13
 
1.7%
Other values (189) 575
75.3%
Latin
ValueCountFrequency (%)
t 11
15.5%
q 8
11.3%
u 8
11.3%
o 8
11.3%
e 6
8.5%
p 6
8.5%
a 4
 
5.6%
l 3
 
4.2%
d 3
 
4.2%
n 2
 
2.8%
Other values (6) 12
16.9%
Common
ValueCountFrequency (%)
158
42.8%
) 71
19.2%
( 61
 
16.5%
5 15
 
4.1%
; 14
 
3.8%
& 14
 
3.8%
- 10
 
2.7%
4 7
 
1.9%
] 4
 
1.1%
, 4
 
1.1%
Other values (5) 11
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 764
63.5%
ASCII 440
36.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
158
35.9%
) 71
16.1%
( 61
 
13.9%
5 15
 
3.4%
; 14
 
3.2%
& 14
 
3.2%
t 11
 
2.5%
- 10
 
2.3%
q 8
 
1.8%
u 8
 
1.8%
Other values (21) 70
15.9%
Hangul
ValueCountFrequency (%)
이 29
 
3.8%
동 25
 
3.3%
사 24
 
3.1%
월 22
 
2.9%
생 18
 
2.4%
기 16
 
2.1%
자 14
 
1.8%
상 14
 
1.8%
고 14
 
1.8%
물 13
 
1.7%
Other values (189) 575
75.3%

결제방법
Categorical

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size548.0 B
무료
46 
유료
6 

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 46
88.5%
유료 6
 
11.5%

Length

2024-04-30T01:08:45.515896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:08:45.594028image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 46
88.5%
유료 6
 
11.5%

장소명
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)11.5%
Missing0
Missing (%)0.0%
Memory size548.0 B
길동생태공원
23 
암사생태공원
11 
광나루한강공원>고덕수변생태공원
9 
서울청년센터 강동오랑
5 
강동구 리앤업사이클플라자
3 

Length

Max length16
Median length6
Mean length8.6538462
Min length6

Unique

Unique1 ?
Unique (%)1.9%

Sample

1st row광나루한강공원>고덕수변생태공원
2nd row광나루한강공원>고덕수변생태공원
3rd row광나루한강공원>고덕수변생태공원
4th row광나루한강공원>고덕수변생태공원
5th row광나루한강공원>고덕수변생태공원

Common Values

ValueCountFrequency (%)
길동생태공원 23
44.2%
암사생태공원 11
21.2%
광나루한강공원>고덕수변생태공원 9
 
17.3%
서울청년센터 강동오랑 5
 
9.6%
강동구 리앤업사이클플라자 3
 
5.8%
고덕수변생태공원 1
 
1.9%

Length

2024-04-30T01:08:45.682700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:08:45.783532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
길동생태공원 23
38.3%
암사생태공원 11
18.3%
광나루한강공원>고덕수변생태공원 9
 
15.0%
서울청년센터 5
 
8.3%
강동오랑 5
 
8.3%
강동구 3
 
5.0%
리앤업사이클플라자 3
 
5.0%
고덕수변생태공원 1
 
1.7%

서비스대상
Categorical

HIGH CORRELATION 

Distinct22
Distinct (%)42.3%
Missing0
Missing (%)0.0%
Memory size548.0 B
가족(초등이상)
8 
가족(초교+보호자)
7 
청년
5 
가족(7세이상+보호자)
4 
가족
4 
Other values (17)
24 

Length

Max length16
Median length13
Mean length8.5576923
Min length3

Unique

Unique10 ?
Unique (%)19.2%

Sample

1st row 가족(초등3학년 이상 )
2nd row 가족(초등이상)
3rd row 가족(초등이상)
4th row 가족(초등이상)
5th row 가족(초등이상)

Common Values

ValueCountFrequency (%)
가족(초등이상) 8
15.4%
가족(초교+보호자) 7
13.5%
청년 5
 
9.6%
가족(7세이상+보호자) 4
 
7.7%
가족 4
 
7.7%
성인 2
 
3.8%
청소년 2
 
3.8%
제한없음(누구나) 2
 
3.8%
성인(성인) 2
 
3.8%
성인, 청소년 2
 
3.8%
Other values (12) 14
26.9%

Length

2024-04-30T01:08:45.890443image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
가족(초등이상 8
12.3%
가족(초교+보호자 7
 
10.8%
청년 5
 
7.7%
가족 5
 
7.7%
성인 5
 
7.7%
청소년 5
 
7.7%
가족(7세이상+보호자 4
 
6.2%
제한없음 3
 
4.6%
성인(성인 2
 
3.1%
어린이(초교 2
 
3.1%
Other values (15) 19
29.2%

바로가기URL
Text

UNIQUE 

Distinct52
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size548.0 B
2024-04-30T01:08:46.137705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length92
Median length92
Mean length92
Min length92

Characters and Unicode

Total characters4784
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

Unique52 ?
Unique (%)100.0%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240219172105975017
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240220093410659575
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240220094522455217
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240220095626901015
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240225121546057856
ValueCountFrequency (%)
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240219172105975017 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240220093410659575 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240220162311669613 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240422165435225405 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240422165818683945 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240422170131294100 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240422170459294965 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240422170752076676 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240422171824382674 1
 
1.9%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240319132756111073 1
 
1.9%
Other values (42) 42
80.8%
2024-04-30T01:08:46.489553image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 520
 
10.9%
s 364
 
7.6%
/ 260
 
5.4%
r 260
 
5.4%
. 208
 
4.3%
o 208
 
4.3%
t 208
 
4.3%
v 208
 
4.3%
2 196
 
4.1%
i 156
 
3.3%
Other values (29) 2196
45.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 2964
62.0%
Decimal Number 936
 
19.6%
Other Punctuation 572
 
12.0%
Uppercase Letter 156
 
3.3%
Connector Punctuation 104
 
2.2%
Math Symbol 52
 
1.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 520
17.5%
s 364
12.3%
r 260
 
8.8%
o 208
 
7.0%
t 208
 
7.0%
v 208
 
7.0%
i 156
 
5.3%
w 104
 
3.5%
d 104
 
3.5%
c 104
 
3.5%
Other values (10) 728
24.6%
Decimal Number
ValueCountFrequency (%)
2 196
20.9%
4 143
15.3%
1 133
14.2%
0 116
12.4%
5 79
8.4%
3 77
 
8.2%
7 58
 
6.2%
6 54
 
5.8%
9 47
 
5.0%
8 33
 
3.5%
Other Punctuation
ValueCountFrequency (%)
/ 260
45.5%
. 208
36.4%
? 52
 
9.1%
: 52
 
9.1%
Uppercase Letter
ValueCountFrequency (%)
S 52
33.3%
V 52
33.3%
R 52
33.3%
Connector Punctuation
ValueCountFrequency (%)
_ 104
100.0%
Math Symbol
ValueCountFrequency (%)
= 52
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 3120
65.2%
Common 1664
34.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 520
16.7%
s 364
11.7%
r 260
 
8.3%
o 208
 
6.7%
t 208
 
6.7%
v 208
 
6.7%
i 156
 
5.0%
w 104
 
3.3%
d 104
 
3.3%
c 104
 
3.3%
Other values (13) 884
28.3%
Common
ValueCountFrequency (%)
/ 260
15.6%
. 208
12.5%
2 196
11.8%
4 143
8.6%
1 133
8.0%
0 116
 
7.0%
_ 104
 
6.2%
5 79
 
4.7%
3 77
 
4.6%
7 58
 
3.5%
Other values (6) 290
17.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4784
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 520
 
10.9%
s 364
 
7.6%
/ 260
 
5.4%
r 260
 
5.4%
. 208
 
4.3%
o 208
 
4.3%
t 208
 
4.3%
v 208
 
4.3%
2 196
 
4.1%
i 156
 
3.3%
Other values (29) 2196
45.9%

장소X좌표
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)9.6%
Missing0
Missing (%)0.0%
Memory size548.0 B
127.15333
23 
127.1239959127338
11 
127.15577933498284
10 
127.1232197730126
5 
127.15712
3 

Length

Max length18
Median length17.5
Mean length13.192308
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row127.15577933498284
2nd row127.15577933498284
3rd row127.15577933498284
4th row127.15577933498284
5th row127.15577933498284

Common Values

ValueCountFrequency (%)
127.15333 23
44.2%
127.1239959127338 11
21.2%
127.15577933498284 10
19.2%
127.1232197730126 5
 
9.6%
127.15712 3
 
5.8%

Length

2024-04-30T01:08:46.604312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:08:46.703610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
127.15333 23
44.2%
127.1239959127338 11
21.2%
127.15577933498284 10
19.2%
127.1232197730126 5
 
9.6%
127.15712 3
 
5.8%

장소Y좌표
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)9.6%
Missing0
Missing (%)0.0%
Memory size548.0 B
37.53907
23 
37.55594071381618
11 
37.57015269664431
10 
37.53549205273572
5 
37.55925
3 

Length

Max length17
Median length12.5
Mean length12.5
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row37.57015269664431
2nd row37.57015269664431
3rd row37.57015269664431
4th row37.57015269664431
5th row37.57015269664431

Common Values

ValueCountFrequency (%)
37.53907 23
44.2%
37.55594071381618 11
21.2%
37.57015269664431 10
19.2%
37.53549205273572 5
 
9.6%
37.55925 3
 
5.8%

Length

2024-04-30T01:08:46.810420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:08:46.917806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
37.53907 23
44.2%
37.55594071381618 11
21.2%
37.57015269664431 10
19.2%
37.53549205273572 5
 
9.6%
37.55925 3
 
5.8%

서비스개시시작일시
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)32.7%
Missing0
Missing (%)0.0%
Memory size548.0 B
2024-04-23 00:00:00.0
15 
2024-03-23 00:00:00.0
8 
2024-04-27 00:00:00.0
7 
2024-03-19 00:00:00.0
5 
2024-04-22 00:00:00.0
3 
Other values (12)
14 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique10 ?
Unique (%)19.2%

Sample

1st row2024-03-27 00:00:00.0
2nd row2024-03-27 00:00:00.0
3rd row2024-04-27 00:00:00.0
4th row2024-04-27 00:00:00.0
5th row2024-04-27 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-04-23 00:00:00.0 15
28.8%
2024-03-23 00:00:00.0 8
15.4%
2024-04-27 00:00:00.0 7
13.5%
2024-03-19 00:00:00.0 5
 
9.6%
2024-04-22 00:00:00.0 3
 
5.8%
2024-03-27 00:00:00.0 2
 
3.8%
2024-02-26 00:00:00.0 2
 
3.8%
2024-03-20 00:00:00.0 1
 
1.9%
2024-05-01 00:00:00.0 1
 
1.9%
2024-04-19 00:00:00.0 1
 
1.9%
Other values (7) 7
13.5%

Length

2024-04-30T01:08:47.020760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
00:00:00.0 52
50.0%
2024-04-23 15
 
14.4%
2024-03-23 8
 
7.7%
2024-04-27 7
 
6.7%
2024-03-19 5
 
4.8%
2024-04-22 3
 
2.9%
2024-03-27 2
 
1.9%
2024-02-26 2
 
1.9%
2024-01-27 1
 
1.0%
2024-01-24 1
 
1.0%
Other values (8) 8
 
7.7%

서비스개시종료일시
Categorical

Distinct21
Distinct (%)40.4%
Missing0
Missing (%)0.0%
Memory size548.0 B
2024-04-27 00:00:00.0
5 
2024-04-30 00:00:00.0
5 
2024-05-26 00:00:00.0
5 
2024-05-18 00:00:00.0
4 
2024-05-25 00:00:00.0
4 
Other values (16)
29 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique6 ?
Unique (%)11.5%

Sample

1st row2024-04-27 00:00:00.0
2nd row2024-04-28 00:00:00.0
3rd row2024-05-04 00:00:00.0
4th row2024-05-11 00:00:00.0
5th row2024-05-25 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-04-27 00:00:00.0 5
 
9.6%
2024-04-30 00:00:00.0 5
 
9.6%
2024-05-26 00:00:00.0 5
 
9.6%
2024-05-18 00:00:00.0 4
 
7.7%
2024-05-25 00:00:00.0 4
 
7.7%
2024-04-28 00:00:00.0 4
 
7.7%
2024-05-04 00:00:00.0 3
 
5.8%
2024-05-19 00:00:00.0 2
 
3.8%
2024-05-11 00:00:00.0 2
 
3.8%
2024-05-12 00:00:00.0 2
 
3.8%
Other values (11) 16
30.8%

Length

2024-04-30T01:08:47.140779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
00:00:00.0 52
50.0%
2024-04-27 5
 
4.8%
2024-04-30 5
 
4.8%
2024-05-26 5
 
4.8%
2024-05-18 4
 
3.8%
2024-05-25 4
 
3.8%
2024-04-28 4
 
3.8%
2024-05-04 3
 
2.9%
2024-12-31 2
 
1.9%
2024-05-22 2
 
1.9%
Other values (12) 18
 
17.3%

접수시작일시
Categorical

HIGH CORRELATION 

Distinct19
Distinct (%)36.5%
Missing0
Missing (%)0.0%
Memory size548.0 B
2024-04-25 14:00:00.0
14 
2024-03-25 14:00:00.0
7 
2024-04-27 00:01:00.0
7 
2024-03-19 00:00:00.0
5 
2024-04-22 00:00:00.0
3 
Other values (14)
16 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique12 ?
Unique (%)23.1%

Sample

1st row2024-03-27 00:01:00.0
2nd row2024-03-27 00:01:00.0
3rd row2024-04-27 00:01:00.0
4th row2024-04-27 00:01:00.0
5th row2024-04-27 00:01:00.0

Common Values

ValueCountFrequency (%)
2024-04-25 14:00:00.0 14
26.9%
2024-03-25 14:00:00.0 7
13.5%
2024-04-27 00:01:00.0 7
13.5%
2024-03-19 00:00:00.0 5
 
9.6%
2024-04-22 00:00:00.0 3
 
5.8%
2024-03-27 00:01:00.0 2
 
3.8%
2024-02-26 10:00:00.0 2
 
3.8%
2024-03-20 12:00:00.0 1
 
1.9%
2024-05-01 10:00:00.0 1
 
1.9%
2024-04-23 14:00:00.0 1
 
1.9%
Other values (9) 9
17.3%

Length

2024-04-30T01:08:47.238960image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
14:00:00.0 23
22.1%
2024-04-25 15
14.4%
00:00:00.0 12
11.5%
00:01:00.0 10
9.6%
2024-03-25 8
 
7.7%
2024-04-27 7
 
6.7%
2024-03-19 5
 
4.8%
10:00:00.0 3
 
2.9%
2024-04-22 3
 
2.9%
2024-03-27 2
 
1.9%
Other values (15) 16
15.4%

접수종료일시
Date

Distinct43
Distinct (%)82.7%
Missing0
Missing (%)0.0%
Memory size548.0 B
Minimum2024-01-31 00:00:00
Maximum2024-12-30 17:00:00
2024-04-30T01:08:47.357895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-30T01:08:47.479150image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=43)

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size548.0 B
강동구
52 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강동구 52
100.0%

Length

2024-04-30T01:08:47.582530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:08:47.665539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강동구 52
100.0%

Correlations

2024-04-30T01:08:47.733786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명1.0001.0000.1661.0000.0000.9240.6141.0000.6960.6960.9550.7481.0001.000
서비스상태1.0000.1661.0000.8310.0000.5240.7451.0000.4550.4550.9010.7590.9130.968
서비스명1.0001.0000.8311.0001.0001.0001.0001.0001.0001.0000.6880.9730.8660.935
결제방법1.0000.0000.0001.0001.0000.3820.7651.0000.2520.2520.0000.0000.0000.000
장소명1.0000.9240.5241.0000.3821.0000.9931.0001.0001.0000.9450.3690.9581.000
서비스대상1.0000.6140.7451.0000.7650.9931.0001.0000.9870.9870.8490.1110.8240.973
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표1.0000.6960.4551.0000.2521.0000.9871.0001.0001.0000.9830.5311.0001.000
장소Y좌표1.0000.6960.4551.0000.2521.0000.9871.0001.0001.0000.9830.5311.0001.000
서비스개시시작일시1.0000.9550.9010.6880.0000.9450.8491.0000.9830.9831.0000.8131.0000.994
서비스개시종료일시1.0000.7480.7590.9730.0000.3690.1111.0000.5310.5310.8131.0000.7520.990
접수시작일시1.0001.0000.9130.8660.0000.9580.8241.0001.0001.0001.0000.7521.0000.976
접수종료일시1.0001.0000.9680.9350.0001.0000.9731.0001.0001.0000.9940.9900.9761.000
2024-04-30T01:08:47.859549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스개시시작일시장소명접수시작일시장소X좌표장소Y좌표서비스개시종료일시소분류명결제방법서비스대상서비스상태
서비스개시시작일시1.0000.7070.9710.8260.8260.3610.7630.0000.3980.641
장소명0.7071.0000.7110.9890.9890.1120.6470.2600.7810.354
접수시작일시0.9710.7111.0000.8380.8380.2940.8210.0000.3620.635
장소X좌표0.8260.9890.8381.0001.0000.2230.6620.2960.7660.381
장소Y좌표0.8260.9890.8381.0001.0000.2230.6620.2960.7660.381
서비스개시종료일시0.3610.1120.2940.2230.2231.0000.3760.0000.0000.415
소분류명0.7630.6470.8210.6620.6620.3761.0000.0000.3030.152
결제방법0.0000.2600.0000.2960.2960.0000.0001.0000.4790.000
서비스대상0.3980.7810.3620.7660.7660.0000.3030.4791.0000.389
서비스상태0.6410.3540.6350.3810.3810.4150.1520.0000.3891.000
2024-04-30T01:08:47.969841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소분류명서비스상태결제방법장소명서비스대상장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시
소분류명1.0000.1520.0000.6470.3030.6620.6620.7630.3760.821
서비스상태0.1521.0000.0000.3540.3890.3810.3810.6410.4150.635
결제방법0.0000.0001.0000.2600.4790.2960.2960.0000.0000.000
장소명0.6470.3540.2601.0000.7810.9890.9890.7070.1120.711
서비스대상0.3030.3890.4790.7811.0000.7660.7660.3980.0000.362
장소X좌표0.6620.3810.2960.9890.7661.0001.0000.8260.2230.838
장소Y좌표0.6620.3810.2960.9890.7661.0001.0000.8260.2230.838
서비스개시시작일시0.7630.6410.0000.7070.3980.8260.8261.0000.3610.971
서비스개시종료일시0.3760.4150.0000.1120.0000.2230.2230.3611.0000.294
접수시작일시0.8210.6350.0000.7110.3620.8380.8380.9710.2941.000

Missing values

2024-04-30T01:08:43.384341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-30T01:08:43.615391image/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
0자체S240219172105975017교육강좌자연/과학접수종료고덕)(토)지구의 날 특집 수달은 쓰레기를 싫어해 (초등이상)무료광나루한강공원>고덕수변생태공원가족(초등3학년 이상 )https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240219172105975017127.15577937.5701532024-03-27 00:00:00.02024-04-27 00:00:00.02024-03-27 00:01:00.02024-04-27 00:02:00.0강동구
1자체S240220093410659575교육강좌자연/과학예약마감고덕) (일) 산개구리가 알을 낳았어요 (초등이상)무료광나루한강공원>고덕수변생태공원가족(초등이상)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240220093410659575127.15577937.5701532024-03-27 00:00:00.02024-04-28 00:00:00.02024-03-27 00:01:00.02024-04-28 00:02:00.0강동구
2자체S240220094522455217교육강좌자연/과학접수중고덕)(토)박새가 알을 낳았어요 (초등이상)무료광나루한강공원>고덕수변생태공원가족(초등이상)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240220094522455217127.15577937.5701532024-04-27 00:00:00.02024-05-04 00:00:00.02024-04-27 00:01:00.02024-05-04 00:02:00.0강동구
3자체S240220095626901015교육강좌자연/과학접수중고덕)(토)찔레나라로의 여행 (초등이상)무료광나루한강공원>고덕수변생태공원가족(초등이상)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240220095626901015127.15577937.5701532024-04-27 00:00:00.02024-05-11 00:00:00.02024-04-27 00:01:00.02024-05-11 00:01:00.0강동구
4자체S240225121546057856교육강좌자연/과학접수중고덕)(토)춤추는 동양하루살이 (초등이상)무료광나루한강공원>고덕수변생태공원가족(초등이상)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240225121546057856127.15577937.5701532024-04-27 00:00:00.02024-05-25 00:00:00.02024-04-27 00:01:00.02024-05-25 00:02:00.0강동구
5자체S240225122240775201교육강좌자연/과학접수중고덕) (일) 봄생생관찰 (초등이상)무료광나루한강공원>고덕수변생태공원가족(초등이상)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240225122240775201127.15577937.5701532024-04-27 00:00:00.02024-05-05 00:00:00.02024-04-27 00:01:00.02024-05-05 00:02:00.0강동구
6자체S240225123427017563교육강좌자연/과학접수중고덕) (일) 맞추다보니 생태왕 풀다보니 퀴즈왕 (초등이상)무료광나루한강공원>고덕수변생태공원가족(초등이상)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240225123427017563127.15577937.5701532024-04-27 00:00:00.02024-05-12 00:00:00.02024-04-27 00:01:00.02024-05-12 00:02:00.0강동구
7자체S240225124015253861교육강좌자연/과학접수중고덕) (일) 꼬물꼬물 지렁이 교실 (초등이상)무료광나루한강공원>고덕수변생태공원가족(초등이상)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240225124015253861127.15577937.5701532024-04-27 00:00:00.02024-05-26 00:00:00.02024-04-27 00:01:00.02024-05-26 00:02:00.0강동구
8자체S240225124659386394교육강좌자연/과학접수중고덕) (목) 단체탐방 (7세이상)무료광나루한강공원>고덕수변생태공원가족(초등이상)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240225124659386394127.15577937.5701532024-04-20 00:00:00.02024-05-30 00:00:00.02024-04-20 00:01:00.02024-05-30 00:02:00.0강동구
9자체S240322145109016511교육강좌자연/과학접수종료역사 속 식물이야기(감자&토마토)무료길동생태공원가족(7세이상+보호자)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240322145109016511127.1533337.539072024-03-23 00:00:00.02024-04-27 00:00:00.02024-03-25 14:00:00.02024-04-26 17:00:00.0강동구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
42자체S240422141022667690교육강좌자연/과학접수중(암사)한강의 민물고기무료암사생태공원제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422141022667690127.12399637.5559412024-04-22 00:00:00.02024-05-20 00:00:00.02024-04-22 00:00:00.02024-05-20 00:00:00.0강동구
43자체S240425144750738300교육강좌자연/과학예약마감(암사) 뚝딱이 목공교실무료암사생태공원가족, 제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240425144750738300127.12399637.5559412024-04-25 00:00:00.02024-05-26 00:00:00.02024-04-25 00:00:00.02024-05-26 00:00:00.0강동구
44자체S240127173351247369교육강좌기타접수중[서울청년센터 강동] "말하기 동아리" 참여자 모집무료서울청년센터 강동오랑청년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240127173351247369127.1232237.5354922024-01-27 00:00:00.02024-06-30 00:00:00.02024-01-27 00:00:00.02024-06-30 00:00:00.0강동구
45자체S240320115153479132교육강좌역사접수종료[서울청년센터 강동] "역사 독서 동아리_세계사편" 참여자 모집무료서울청년센터 강동오랑청년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240320115153479132127.1232237.5354922024-03-20 00:00:00.02024-05-29 00:00:00.02024-03-20 12:00:00.02024-03-29 10:00:00.0강동구
46자체S240328153717967385교육강좌기타접수종료[서울청년센터 강동] "4월 티톡 : 강동에서 삼삼오오" 참여자 모집무료서울청년센터 강동오랑청년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240328153717967385127.1232237.5354922024-03-28 00:00:00.02024-04-27 00:00:00.02024-03-28 16:00:00.02024-04-12 14:00:00.0강동구
47자체S240422194933625905교육강좌기타접수종료서울청년센터 강동 <5월 티톡 : 나 그리고 우리> 참여자 모집무료서울청년센터 강동오랑청년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240422194933625905127.1232237.5354922024-04-19 00:00:00.02024-05-16 00:00:00.02024-04-19 18:00:00.02024-04-26 10:00:00.0강동구
48자체S240423142304539601교육강좌기타접수종료서울청년센터 강동 <4월 티톡 : 강동에서 번개모임> 참여자 모집무료서울청년센터 강동오랑청년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423142304539601127.1232237.5354922024-04-23 00:00:00.02024-04-30 00:00:00.02024-04-23 14:00:00.02024-04-26 10:00:00.0강동구
49자체S240325141852373980교육강좌자연/과학안내중(강동구 주민 대상) 리앤업사이클플라자 업사이클 교육 - 삼베 천연수세미 만들기무료강동구 리앤업사이클플라자성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240325141852373980127.1571237.559252024-05-01 00:00:00.02024-05-22 00:00:00.02024-05-01 10:00:00.02024-05-21 23:00:00.0강동구
50자체S240220170925131657교육강좌자연/과학예약마감(강동구 관내 학교 대상) 리앤업사이클플라자 학교단체 교육 - 멜팅폴리 키링 만들기무료강동구 리앤업사이클플라자청소년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240220170925131657127.1571237.559252024-02-26 00:00:00.02024-06-12 00:00:00.02024-02-26 10:00:00.02024-06-11 17:00:00.0강동구
51자체S240221171850225145교육강좌자연/과학예약마감(강동구 관내 학교 대상) 리앤업사이클플라자 학교단체 교육 - 렛츠고 줄넘기 체험무료강동구 리앤업사이클플라자청소년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240221171850225145127.1571237.559252024-02-26 00:00:00.02024-06-10 00:00:00.02024-02-26 10:00:00.02024-06-07 17:00:00.0강동구