Overview

Dataset statistics

Number of variables17
Number of observations29
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.0 KiB
Average record size in memory142.6 B

Variable types

Categorical11
Text4
DateTime2

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author송파구
URLhttps://data.seoul.go.kr/dataList/OA-12182/S/1/datasetView.do

Alerts

서비스구분 has constant value ""Constant
대분류명 has constant value ""Constant
지역명 has constant value ""Constant
장소Y좌표 is highly overall correlated with 소분류명 and 5 other fieldsHigh correlation
장소명 is highly overall correlated with 소분류명 and 5 other fieldsHigh correlation
장소X좌표 is highly overall correlated with 소분류명 and 5 other fieldsHigh correlation
결제방법 is highly overall correlated with 소분류명 and 3 other fieldsHigh correlation
소분류명 is highly overall correlated with 결제방법 and 5 other fieldsHigh correlation
서비스개시시작일시 is highly overall correlated with 소분류명 and 4 other fieldsHigh correlation
접수시작일시 is highly overall correlated with 소분류명 and 4 other fieldsHigh correlation
서비스ID has unique valuesUnique
서비스명 has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-05-17 23:55:02.164097
Analysis finished2024-05-17 23:55:05.551391
Duration3.39 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
자체
29 

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 29
100.0%

Length

2024-05-18T08:55:05.832341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:55:06.137825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 29
100.0%

서비스ID
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2024-05-18T08:55:06.564122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters551
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

Unique29 ?
Unique (%)100.0%

Sample

1st rowS240423201554605003
2nd rowS240415102912868492
3rd rowS240415101349584863
4th rowS240415105259707236
5th rowS240415112018801553
ValueCountFrequency (%)
s240423201554605003 1
 
3.4%
s231115093429150371 1
 
3.4%
s240222133403066192 1
 
3.4%
s240305151837535394 1
 
3.4%
s240305153147474452 1
 
3.4%
s240306094007218492 1
 
3.4%
s240307135056496020 1
 
3.4%
s240307143132504621 1
 
3.4%
s240311090401544510 1
 
3.4%
s240316135422416780 1
 
3.4%
Other values (19) 19
65.5%
2024-05-18T08:55:07.547341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 92
16.7%
0 79
14.3%
4 76
13.8%
2 66
12.0%
3 48
8.7%
5 48
8.7%
9 32
 
5.8%
8 30
 
5.4%
S 29
 
5.3%
6 27
 
4.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 522
94.7%
Uppercase Letter 29
 
5.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 92
17.6%
0 79
15.1%
4 76
14.6%
2 66
12.6%
3 48
9.2%
5 48
9.2%
9 32
 
6.1%
8 30
 
5.7%
6 27
 
5.2%
7 24
 
4.6%
Uppercase Letter
ValueCountFrequency (%)
S 29
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 522
94.7%
Latin 29
 
5.3%

Most frequent character per script

Common
ValueCountFrequency (%)
1 92
17.6%
0 79
15.1%
4 76
14.6%
2 66
12.6%
3 48
9.2%
5 48
9.2%
9 32
 
6.1%
8 30
 
5.7%
6 27
 
5.2%
7 24
 
4.6%
Latin
ValueCountFrequency (%)
S 29
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 551
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 92
16.7%
0 79
14.3%
4 76
13.8%
2 66
12.0%
3 48
8.7%
5 48
8.7%
9 32
 
5.8%
8 30
 
5.4%
S 29
 
5.3%
6 27
 
4.9%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
교육강좌
29 

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 29
100.0%

Length

2024-05-18T08:55:08.013488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:55:08.272693image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교육강좌 29
100.0%

소분류명
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
공예/취미
17 
역사
12 

Length

Max length5
Median length5
Mean length3.7586207
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row역사
2nd row공예/취미
3rd row공예/취미
4th row공예/취미
5th row공예/취미

Common Values

ValueCountFrequency (%)
공예/취미 17
58.6%
역사 12
41.4%

Length

2024-05-18T08:55:08.606032image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:55:08.888779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공예/취미 17
58.6%
역사 12
41.4%

서비스상태
Categorical

Distinct3
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Memory size364.0 B
접수중
16 
예약마감
접수종료

Length

Max length4
Median length3
Mean length3.4482759
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
접수중 16
55.2%
예약마감 8
27.6%
접수종료 5
 
17.2%

Length

2024-05-18T08:55:09.187552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:55:09.428498image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수중 16
55.2%
예약마감 8
27.6%
접수종료 5
 
17.2%

서비스명
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2024-05-18T08:55:09.828019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length81
Median length53
Mean length44.931034
Min length14

Characters and Unicode

Total characters1303
Distinct characters228
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)100.0%

Sample

1st row[현장 대면 교육] 유아ㆍ어린이 양육자 대상 <뮤지엄 휴휴프로그램2> "우리 아이 생애 첫 도장" 2차(5월)
2nd row재능발견연구소: 계절을 담은 어반스케치_송파구 문화실험공간호수
3rd row재능발견연구소: 간단하게 배워 쉽게 활용할 수 있는 '꽃선물'_송파구 문화실험공간호수
4th row재능발견연구소: 나만의 드립백 선물세트 만들기_ 송파구 문화실험공간호수
5th row재능발견연구소: 펜으로 그리는 풍경 스케치_송파구 문화실험공간호수
ValueCountFrequency (%)
재능발견연구소 17
 
7.5%
문화실험공간호수 17
 
7.5%
송파구 10
 
4.4%
교육 9
 
4.0%
한성백제박물관 7
 
3.1%
대면 5
 
2.2%
4
 
1.8%
만들기 4
 
1.8%
초등 4
 
1.8%
모집 4
 
1.8%
Other values (124) 146
64.3%
2024-05-18T08:55:10.690525image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
205
 
15.7%
37
 
2.8%
& 29
 
2.2%
; 29
 
2.2%
t 24
 
1.8%
21
 
1.6%
20
 
1.5%
19
 
1.5%
19
 
1.5%
18
 
1.4%
Other values (218) 882
67.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 850
65.2%
Space Separator 205
 
15.7%
Other Punctuation 84
 
6.4%
Lowercase Letter 63
 
4.8%
Decimal Number 43
 
3.3%
Close Punctuation 18
 
1.4%
Open Punctuation 18
 
1.4%
Connector Punctuation 17
 
1.3%
Math Symbol 5
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
37
 
4.4%
21
 
2.5%
20
 
2.4%
19
 
2.2%
19
 
2.2%
18
 
2.1%
18
 
2.1%
18
 
2.1%
18
 
2.1%
17
 
2.0%
Other values (188) 645
75.9%
Lowercase Letter
ValueCountFrequency (%)
t 24
38.1%
g 9
 
14.3%
l 9
 
14.3%
q 6
 
9.5%
o 6
 
9.5%
u 6
 
9.5%
p 1
 
1.6%
m 1
 
1.6%
a 1
 
1.6%
Decimal Number
ValueCountFrequency (%)
2 11
25.6%
4 9
20.9%
5 5
11.6%
3 5
11.6%
0 4
 
9.3%
9 4
 
9.3%
6 4
 
9.3%
1 1
 
2.3%
Other Punctuation
ValueCountFrequency (%)
& 29
34.5%
; 29
34.5%
: 17
20.2%
# 4
 
4.8%
! 3
 
3.6%
, 2
 
2.4%
Close Punctuation
ValueCountFrequency (%)
] 10
55.6%
) 8
44.4%
Open Punctuation
ValueCountFrequency (%)
[ 10
55.6%
( 8
44.4%
Space Separator
ValueCountFrequency (%)
205
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 17
100.0%
Math Symbol
ValueCountFrequency (%)
~ 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 850
65.2%
Common 390
29.9%
Latin 63
 
4.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
37
 
4.4%
21
 
2.5%
20
 
2.4%
19
 
2.2%
19
 
2.2%
18
 
2.1%
18
 
2.1%
18
 
2.1%
18
 
2.1%
17
 
2.0%
Other values (188) 645
75.9%
Common
ValueCountFrequency (%)
205
52.6%
& 29
 
7.4%
; 29
 
7.4%
_ 17
 
4.4%
: 17
 
4.4%
2 11
 
2.8%
] 10
 
2.6%
[ 10
 
2.6%
4 9
 
2.3%
( 8
 
2.1%
Other values (11) 45
 
11.5%
Latin
ValueCountFrequency (%)
t 24
38.1%
g 9
 
14.3%
l 9
 
14.3%
q 6
 
9.5%
o 6
 
9.5%
u 6
 
9.5%
p 1
 
1.6%
m 1
 
1.6%
a 1
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 849
65.2%
ASCII 453
34.8%
Compat Jamo 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
205
45.3%
& 29
 
6.4%
; 29
 
6.4%
t 24
 
5.3%
_ 17
 
3.8%
: 17
 
3.8%
2 11
 
2.4%
] 10
 
2.2%
[ 10
 
2.2%
g 9
 
2.0%
Other values (20) 92
20.3%
Hangul
ValueCountFrequency (%)
37
 
4.4%
21
 
2.5%
20
 
2.4%
19
 
2.2%
19
 
2.2%
18
 
2.1%
18
 
2.1%
18
 
2.1%
18
 
2.1%
17
 
2.0%
Other values (187) 644
75.9%
Compat Jamo
ValueCountFrequency (%)
1
100.0%

결제방법
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Memory size364.0 B
유료(요금안내문의)
16 
무료
12 
유료
 
1

Length

Max length10
Median length10
Mean length6.4137931
Min length2

Unique

Unique1 ?
Unique (%)3.4%

Sample

1st row무료
2nd row유료(요금안내문의)
3rd row유료(요금안내문의)
4th row유료(요금안내문의)
5th row유료(요금안내문의)

Common Values

ValueCountFrequency (%)
유료(요금안내문의) 16
55.2%
무료 12
41.4%
유료 1
 
3.4%

Length

2024-05-18T08:55:11.115227image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:55:11.467015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
유료(요금안내문의 16
55.2%
무료 12
41.4%
유료 1
 
3.4%

장소명
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)13.8%
Missing0
Missing (%)0.0%
Memory size364.0 B
문화실험공간 호수
17 
한성백제박물관
서울백제어린이박물관
송파구청
 
1

Length

Max length10
Median length9
Mean length8.3793103
Min length4

Unique

Unique1 ?
Unique (%)3.4%

Sample

1st row서울백제어린이박물관
2nd row문화실험공간 호수
3rd row문화실험공간 호수
4th row문화실험공간 호수
5th row문화실험공간 호수

Common Values

ValueCountFrequency (%)
문화실험공간 호수 17
58.6%
한성백제박물관 8
27.6%
서울백제어린이박물관 3
 
10.3%
송파구청 1
 
3.4%

Length

2024-05-18T08:55:11.830082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:55:12.294135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화실험공간 17
37.0%
호수 17
37.0%
한성백제박물관 8
17.4%
서울백제어린이박물관 3
 
6.5%
송파구청 1
 
2.2%
Distinct16
Distinct (%)55.2%
Missing0
Missing (%)0.0%
Memory size364.0 B
2024-05-18T08:55:12.750971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length30
Median length24
Mean length13.758621
Min length3

Characters and Unicode

Total characters399
Distinct characters74
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique13 ?
Unique (%)44.8%

Sample

1st row 성인(유아ㆍ어린이 양육자(엄마, 아빠, 할머니 등))
2nd row 성인
3rd row 성인
4th row 성인
5th row 성인
ValueCountFrequency (%)
성인 14
19.2%
청소년 5
 
6.8%
학급(반별신청 4
 
5.5%
돌봄단체 4
 
5.5%
4
 
5.5%
초등학생(4-6학년 4
 
5.5%
동반 3
 
4.1%
2
 
2.7%
가족 2
 
2.7%
이상 2
 
2.7%
Other values (29) 29
39.7%
2024-05-18T08:55:13.649448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
73
18.3%
22
 
5.5%
( 22
 
5.5%
) 22
 
5.5%
17
 
4.3%
17
 
4.3%
16
 
4.0%
, 14
 
3.5%
13
 
3.3%
12
 
3.0%
Other values (64) 171
42.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 241
60.4%
Space Separator 73
 
18.3%
Open Punctuation 22
 
5.5%
Close Punctuation 22
 
5.5%
Decimal Number 20
 
5.0%
Other Punctuation 14
 
3.5%
Dash Punctuation 6
 
1.5%
Math Symbol 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
22
 
9.1%
17
 
7.1%
17
 
7.1%
16
 
6.6%
13
 
5.4%
12
 
5.0%
11
 
4.6%
9
 
3.7%
8
 
3.3%
8
 
3.3%
Other values (51) 108
44.8%
Decimal Number
ValueCountFrequency (%)
6 5
25.0%
4 4
20.0%
1 3
15.0%
3 3
15.0%
8 2
 
10.0%
5 2
 
10.0%
2 1
 
5.0%
Space Separator
ValueCountFrequency (%)
73
100.0%
Open Punctuation
ValueCountFrequency (%)
( 22
100.0%
Close Punctuation
ValueCountFrequency (%)
) 22
100.0%
Other Punctuation
ValueCountFrequency (%)
, 14
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 241
60.4%
Common 158
39.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
22
 
9.1%
17
 
7.1%
17
 
7.1%
16
 
6.6%
13
 
5.4%
12
 
5.0%
11
 
4.6%
9
 
3.7%
8
 
3.3%
8
 
3.3%
Other values (51) 108
44.8%
Common
ValueCountFrequency (%)
73
46.2%
( 22
 
13.9%
) 22
 
13.9%
, 14
 
8.9%
- 6
 
3.8%
6 5
 
3.2%
4 4
 
2.5%
1 3
 
1.9%
3 3
 
1.9%
8 2
 
1.3%
Other values (3) 4
 
2.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 240
60.2%
ASCII 158
39.6%
Compat Jamo 1
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
73
46.2%
( 22
 
13.9%
) 22
 
13.9%
, 14
 
8.9%
- 6
 
3.8%
6 5
 
3.2%
4 4
 
2.5%
1 3
 
1.9%
3 3
 
1.9%
8 2
 
1.3%
Other values (3) 4
 
2.5%
Hangul
ValueCountFrequency (%)
22
 
9.2%
17
 
7.1%
17
 
7.1%
16
 
6.7%
13
 
5.4%
12
 
5.0%
11
 
4.6%
9
 
3.8%
8
 
3.3%
8
 
3.3%
Other values (50) 107
44.6%
Compat Jamo
ValueCountFrequency (%)
1
100.0%

바로가기URL
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2024-05-18T08:55:14.646456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length92
Median length92
Mean length92
Min length92

Characters and Unicode

Total characters2668
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

Unique29 ?
Unique (%)100.0%

Sample

1st rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423201554605003
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240415102912868492
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240415101349584863
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240415105259707236
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240415112018801553
ValueCountFrequency (%)
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240423201554605003 1
 
3.4%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s231115093429150371 1
 
3.4%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240222133403066192 1
 
3.4%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240305151837535394 1
 
3.4%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240305153147474452 1
 
3.4%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240306094007218492 1
 
3.4%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240307135056496020 1
 
3.4%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240307143132504621 1
 
3.4%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240311090401544510 1
 
3.4%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240316135422416780 1
 
3.4%
Other values (19) 19
65.5%
2024-05-18T08:55:16.134474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 290
 
10.9%
s 203
 
7.6%
/ 145
 
5.4%
r 145
 
5.4%
. 116
 
4.3%
o 116
 
4.3%
t 116
 
4.3%
v 116
 
4.3%
1 92
 
3.4%
i 87
 
3.3%
Other values (29) 1242
46.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1653
62.0%
Decimal Number 522
 
19.6%
Other Punctuation 319
 
12.0%
Uppercase Letter 87
 
3.3%
Connector Punctuation 58
 
2.2%
Math Symbol 29
 
1.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 290
17.5%
s 203
12.3%
r 145
 
8.8%
o 116
 
7.0%
t 116
 
7.0%
v 116
 
7.0%
i 87
 
5.3%
w 58
 
3.5%
d 58
 
3.5%
c 58
 
3.5%
Other values (10) 406
24.6%
Decimal Number
ValueCountFrequency (%)
1 92
17.6%
0 79
15.1%
4 76
14.6%
2 66
12.6%
3 48
9.2%
5 48
9.2%
9 32
 
6.1%
8 30
 
5.7%
6 27
 
5.2%
7 24
 
4.6%
Other Punctuation
ValueCountFrequency (%)
/ 145
45.5%
. 116
36.4%
? 29
 
9.1%
: 29
 
9.1%
Uppercase Letter
ValueCountFrequency (%)
S 29
33.3%
V 29
33.3%
R 29
33.3%
Connector Punctuation
ValueCountFrequency (%)
_ 58
100.0%
Math Symbol
ValueCountFrequency (%)
= 29
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1740
65.2%
Common 928
34.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 290
16.7%
s 203
11.7%
r 145
 
8.3%
o 116
 
6.7%
t 116
 
6.7%
v 116
 
6.7%
i 87
 
5.0%
w 58
 
3.3%
d 58
 
3.3%
c 58
 
3.3%
Other values (13) 493
28.3%
Common
ValueCountFrequency (%)
/ 145
15.6%
. 116
12.5%
1 92
9.9%
0 79
8.5%
4 76
8.2%
2 66
 
7.1%
_ 58
 
6.2%
3 48
 
5.2%
5 48
 
5.2%
9 32
 
3.4%
Other values (6) 168
18.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2668
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 290
 
10.9%
s 203
 
7.6%
/ 145
 
5.4%
r 145
 
5.4%
. 116
 
4.3%
o 116
 
4.3%
t 116
 
4.3%
v 116
 
4.3%
1 92
 
3.4%
i 87
 
3.3%
Other values (29) 1242
46.6%

장소X좌표
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)13.8%
Missing0
Missing (%)0.0%
Memory size364.0 B
127.101092270844
17 
127.1208000257984
127.12430724494271
127.10585873800204
 
1

Length

Max length18
Median length16
Mean length16.551724
Min length16

Unique

Unique1 ?
Unique (%)3.4%

Sample

1st row127.12430724494271
2nd row127.101092270844
3rd row127.101092270844
4th row127.101092270844
5th row127.101092270844

Common Values

ValueCountFrequency (%)
127.101092270844 17
58.6%
127.1208000257984 8
27.6%
127.12430724494271 3
 
10.3%
127.10585873800204 1
 
3.4%

Length

2024-05-18T08:55:17.024852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:55:17.429692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
127.101092270844 17
58.6%
127.1208000257984 8
27.6%
127.12430724494271 3
 
10.3%
127.10585873800204 1
 
3.4%

장소Y좌표
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)13.8%
Missing0
Missing (%)0.0%
Memory size364.0 B
37.5103180005696
17 
37.51542719175843
37.52386710929202
37.51447565189202
 
1

Length

Max length17
Median length16
Mean length16.413793
Min length16

Unique

Unique1 ?
Unique (%)3.4%

Sample

1st row37.52386710929202
2nd row37.5103180005696
3rd row37.5103180005696
4th row37.5103180005696
5th row37.5103180005696

Common Values

ValueCountFrequency (%)
37.5103180005696 17
58.6%
37.51542719175843 8
27.6%
37.52386710929202 3
 
10.3%
37.51447565189202 1
 
3.4%

Length

2024-05-18T08:55:17.943978image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:55:18.531390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
37.5103180005696 17
58.6%
37.51542719175843 8
27.6%
37.52386710929202 3
 
10.3%
37.51447565189202 1
 
3.4%

서비스개시시작일시
Categorical

HIGH CORRELATION 

Distinct12
Distinct (%)41.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
2024-04-23 00:00:00.0
16 
2024-03-07 00:00:00.0
2024-03-05 00:00:00.0
2024-04-24 00:00:00.0
 
1
2024-04-16 00:00:00.0
 
1
Other values (7)

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique9 ?
Unique (%)31.0%

Sample

1st row2024-04-24 00:00:00.0
2nd row2024-04-23 00:00:00.0
3rd row2024-04-23 00:00:00.0
4th row2024-04-23 00:00:00.0
5th row2024-04-23 00:00:00.0

Common Values

ValueCountFrequency (%)
2024-04-23 00:00:00.0 16
55.2%
2024-03-07 00:00:00.0 2
 
6.9%
2024-03-05 00:00:00.0 2
 
6.9%
2024-04-24 00:00:00.0 1
 
3.4%
2024-04-16 00:00:00.0 1
 
3.4%
2024-04-15 00:00:00.0 1
 
3.4%
2024-03-23 00:00:00.0 1
 
3.4%
2024-03-16 00:00:00.0 1
 
3.4%
2024-03-11 00:00:00.0 1
 
3.4%
2024-03-06 00:00:00.0 1
 
3.4%
Other values (2) 2
 
6.9%

Length

2024-05-18T08:55:19.089309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
00:00:00.0 29
50.0%
2024-04-23 16
27.6%
2024-03-07 2
 
3.4%
2024-03-05 2
 
3.4%
2024-04-24 1
 
1.7%
2024-04-16 1
 
1.7%
2024-04-15 1
 
1.7%
2024-03-23 1
 
1.7%
2024-03-16 1
 
1.7%
2024-03-11 1
 
1.7%
Other values (3) 3
 
5.2%
Distinct18
Distinct (%)62.1%
Missing0
Missing (%)0.0%
Memory size364.0 B
Minimum2024-05-18 00:00:00
Maximum2024-12-31 00:00:00
2024-05-18T08:55:19.872911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T08:55:20.504369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)

접수시작일시
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)44.8%
Missing0
Missing (%)0.0%
Memory size364.0 B
2024-04-23 11:00:00.0
16 
2024-03-08 10:00:00.0
2024-04-24 10:00:00.0
 
1
2024-04-23 11:01:00.0
 
1
2024-04-17 10:00:00.0
 
1
Other values (8)

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique11 ?
Unique (%)37.9%

Sample

1st row2024-04-24 10:00:00.0
2nd row2024-04-23 11:00:00.0
3rd row2024-04-23 11:00:00.0
4th row2024-04-23 11:00:00.0
5th row2024-04-23 11:00:00.0

Common Values

ValueCountFrequency (%)
2024-04-23 11:00:00.0 16
55.2%
2024-03-08 10:00:00.0 2
 
6.9%
2024-04-24 10:00:00.0 1
 
3.4%
2024-04-23 11:01:00.0 1
 
3.4%
2024-04-17 10:00:00.0 1
 
3.4%
2024-04-15 16:00:00.0 1
 
3.4%
2024-03-19 10:00:00.0 1
 
3.4%
2024-03-11 12:00:00.0 1
 
3.4%
2024-03-06 12:00:00.0 1
 
3.4%
2024-03-05 18:00:00.0 1
 
3.4%
Other values (3) 3
 
10.3%

Length

2024-05-18T08:55:21.492944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2024-04-23 17
29.3%
11:00:00.0 16
27.6%
10:00:00.0 5
 
8.6%
2024-03-08 2
 
3.4%
16:00:00.0 2
 
3.4%
2024-03-05 2
 
3.4%
12:00:00.0 2
 
3.4%
2024-03-06 1
 
1.7%
2022-03-02 1
 
1.7%
15:00:00.0 1
 
1.7%
Other values (9) 9
15.5%
Distinct25
Distinct (%)86.2%
Missing0
Missing (%)0.0%
Memory size364.0 B
Minimum2024-05-02 19:00:00
Maximum2024-12-31 23:55:00
2024-05-18T08:55:22.498400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-18T08:55:23.070792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
송파구
29 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
송파구 29
100.0%

Length

2024-05-18T08:55:23.542981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-18T08:55:23.981937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
송파구 29
100.0%

Correlations

2024-05-18T08:55:24.219789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스ID소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명1.0001.0000.1321.0001.0001.0001.0001.0001.0001.0001.0000.9881.0001.000
서비스상태1.0000.1321.0001.0000.5860.1010.4221.0000.1010.1010.0000.6850.0000.850
서비스명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
결제방법1.0001.0000.5861.0001.0000.6420.2631.0000.6420.6420.7250.4560.5671.000
장소명1.0001.0000.1011.0000.6421.0001.0001.0001.0001.0001.0000.9911.0001.000
서비스대상1.0001.0000.4221.0000.2631.0001.0001.0001.0001.0000.9260.8270.9330.988
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표1.0001.0000.1011.0000.6421.0001.0001.0001.0001.0001.0000.9911.0001.000
장소Y좌표1.0001.0000.1011.0000.6421.0001.0001.0001.0001.0001.0000.9911.0001.000
서비스개시시작일시1.0001.0000.0001.0000.7251.0000.9261.0001.0001.0001.0000.8710.9850.897
서비스개시종료일시1.0000.9880.6851.0000.4560.9910.8271.0000.9910.9910.8711.0000.9090.980
접수시작일시1.0001.0000.0001.0000.5671.0000.9331.0001.0001.0000.9850.9091.0000.953
접수종료일시1.0001.0000.8501.0001.0001.0000.9881.0001.0001.0000.8970.9800.9531.000
2024-05-18T08:55:24.633837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스상태장소Y좌표서비스개시시작일시장소명접수시작일시장소X좌표결제방법소분류명
서비스상태1.0000.0690.0000.0690.0000.0690.2570.208
장소Y좌표0.0691.0000.8251.0000.8001.0000.6500.962
서비스개시시작일시0.0000.8251.0000.8250.8900.8250.3430.793
장소명0.0691.0000.8251.0000.8001.0000.6500.962
접수시작일시0.0000.8000.8900.8001.0000.8000.2810.770
장소X좌표0.0691.0000.8251.0000.8001.0000.6500.962
결제방법0.2570.6500.3430.6500.2810.6501.0000.981
소분류명0.2080.9620.7930.9620.7700.9620.9811.000
2024-05-18T08:55:25.006179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소분류명서비스상태결제방법장소명장소X좌표장소Y좌표서비스개시시작일시접수시작일시
소분류명1.0000.2080.9810.9620.9620.9620.7930.770
서비스상태0.2081.0000.2570.0690.0690.0690.0000.000
결제방법0.9810.2571.0000.6500.6500.6500.3430.281
장소명0.9620.0690.6501.0001.0001.0000.8250.800
장소X좌표0.9620.0690.6501.0001.0001.0000.8250.800
장소Y좌표0.9620.0690.6501.0001.0001.0000.8250.800
서비스개시시작일시0.7930.0000.3430.8250.8250.8251.0000.890
접수시작일시0.7700.0000.2810.8000.8000.8000.8901.000

Missing values

2024-05-18T08:55:04.473066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-18T08:55:05.203461image/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
0자체S240423201554605003교육강좌역사접수중[현장 대면 교육] 유아ㆍ어린이 양육자 대상 <뮤지엄 휴휴프로그램2> "우리 아이 생애 첫 도장" 2차(5월)무료서울백제어린이박물관성인(유아ㆍ어린이 양육자(엄마, 아빠, 할머니 등))https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240423201554605003127.12430737.5238672024-04-24 00:00:00.02024-07-31 00:00:00.02024-04-24 10:00:00.02024-05-30 17:30:00.0송파구
1자체S240415102912868492교육강좌공예/취미접수중재능발견연구소: 계절을 담은 어반스케치_송파구 문화실험공간호수유료(요금안내문의)문화실험공간 호수성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240415102912868492127.10109237.5103182024-04-23 00:00:00.02024-05-23 00:00:00.02024-04-23 11:00:00.02024-05-20 12:00:00.0송파구
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4자체S240415112018801553교육강좌공예/취미접수종료재능발견연구소: 펜으로 그리는 풍경 스케치_송파구 문화실험공간호수유료(요금안내문의)문화실험공간 호수성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240415112018801553127.10109237.5103182024-04-23 00:00:00.02024-05-29 00:00:00.02024-04-23 11:00:00.02024-05-05 12:00:00.0송파구
5자체S240416171450232661교육강좌공예/취미접수중재능발견연구소: 과일청 만들기(카페음료 부럽지 않아요)_ 송파구 문화실험공간호수유료(요금안내문의)문화실험공간 호수성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416171450232661127.10109237.5103182024-04-23 00:00:00.02024-05-31 00:00:00.02024-04-23 11:00:00.02024-05-28 12:00:00.0송파구
6자체S240417170541156978교육강좌공예/취미접수중재능발견연구소: 나만의 키링, 스마트톡 만들기_송파구 문화실험공간호수유료(요금안내문의)문화실험공간 호수성인, 어린이(5살 이상), 청소년https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240417170541156978127.10109237.5103182024-04-23 00:00:00.02024-05-26 00:00:00.02024-04-23 11:00:00.02024-05-23 12:00:00.0송파구
7자체S240418154139939747교육강좌공예/취미예약마감재능발견연구소: 왁스카빙을 이용한 주얼리 만들기 _ 송파구 문화실험공간호수유료(요금안내문의)문화실험공간 호수성인, 청소년(15세 이상)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418154139939747127.10109237.5103182024-04-23 00:00:00.02024-05-25 00:00:00.02024-04-23 11:01:00.02024-05-25 11:02:00.0송파구
8자체S240418170811523560교육강좌공예/취미예약마감재능발견연구소: 아동요리 클래스 (5월)_ 송파구 문화실험공간호수유료(요금안내문의)문화실험공간 호수초등학생(8-13세)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418170811523560127.10109237.5103182024-04-23 00:00:00.02024-05-18 00:00:00.02024-04-23 11:00:00.02024-05-18 11:01:00.0송파구
9자체S240418172424050986교육강좌공예/취미접수중재능발견연구소: 생활자개 소품 만들기 5월_송파구 문화실험공간호수유료(요금안내문의)문화실험공간 호수성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240418172424050986127.10109237.5103182024-04-23 00:00:00.02024-05-28 00:00:00.02024-04-23 11:00:00.02024-05-28 11:01:00.0송파구
서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
19자체S240318100400028162교육강좌공예/취미예약마감재능발견연구소: 아이패드 프로크리에이트로 신기한 디지털 캘리그라피 (4주)_송파구 문화실험공간호수유료(요금안내문의)문화실험공간 호수성인https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240318100400028162127.10109237.5103182024-03-23 00:00:00.02024-05-23 00:00:00.02024-04-23 11:00:00.02024-05-20 12:00:00.0송파구
20자체S240316135422416780교육강좌역사접수중[한성백제박물관] 청소년대상 자율관람 프로그램 <명탐정, 백제박사> 참가자 모집무료한성백제박물관청소년(학급 및 동아리 등 청소년 단체)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240316135422416780127.120837.5154272024-03-16 00:00:00.02024-07-12 00:00:00.02024-03-19 10:00:00.02024-07-11 10:01:00.0송파구
21자체S240311090401544510교육강좌역사접수중(숲해설과 함께 하는)서울 선사고대 유적탐방무료한성백제박물관성인(일반성인, 중장년층)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240311090401544510127.120837.5154272024-03-11 00:00:00.02024-05-30 00:00:00.02024-03-11 12:00:00.02024-05-28 18:00:00.0송파구
22자체S240307143132504621교육강좌역사접수중[한성백제박물관] 2024 상반기 주말가족교육<알쏭달쏭 백제 무덤의 비밀> 참여 가족 모집무료한성백제박물관가족(직계가족만 참여 가능)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240307143132504621127.120837.5154272024-03-07 00:00:00.02024-07-06 00:00:00.02024-03-08 10:00:00.02024-07-04 17:00:00.0송파구
23자체S240307135056496020교육강좌역사예약마감[한성백제박물관] 2024년 상반기 주말문화유산탐방 <백제왕도 탐방> 참여 가족 모집무료한성백제박물관가족(초등학생 동반 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240307135056496020127.120837.5154272024-03-07 00:00:00.02024-06-01 00:00:00.02024-03-08 10:00:00.02024-05-30 18:00:00.0송파구
24자체S240306094007218492교육강좌역사접수중[한성백제박물관] 초등 4~6학년 단체 원격 교육 <고구려 고분벽화 랜선나들이>무료한성백제박물관초등학생(4-6학년 학급(반별신청), 돌봄단체 )https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240306094007218492127.120837.5154272024-03-06 00:00:00.02024-07-03 00:00:00.02024-03-06 12:00:00.02024-06-28 18:00:00.0송파구
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26자체S240305151837535394교육강좌역사접수중[한성백제박물관] 초등 4~6학년 단체 대면 교육 <고구려벽화가 들려주는 역사 이야기>무료한성백제박물관초등학생(4-6학년 학급(반별신청), 돌봄단체 )https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240305151837535394127.120837.5154272024-03-05 00:00:00.02024-07-10 00:00:00.02024-03-05 16:00:00.02024-06-30 18:01:00.0송파구
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28자체S210302095835792390교육강좌역사접수중송파문화관광 해설 프로그램무료송파구청제한없음(초등6학년까지 보호자 동반 필수)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S210302095835792390127.10585937.5144762022-03-02 00:00:00.02024-12-31 00:00:00.02022-03-02 00:00:00.02024-12-31 23:55:00.0송파구