Overview

Dataset statistics

Number of variables17
Number of observations21
Missing cells2
Missing cells (%)0.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.0 KiB
Average record size in memory144.3 B

Variable types

Categorical7
Text4
Numeric2
DateTime4

Dataset

Description서비스구분,서비스ID,대분류명,소분류명,서비스상태,서비스명,결제방법,장소명,서비스대상,바로가기URL,장소X좌표,장소Y좌표,서비스개시시작일시,서비스개시종료일시,접수시작일시,접수종료일시,지역명
Author종로구
URLhttps://data.seoul.go.kr/dataList/OA-12158/S/1/datasetView.do

Alerts

대분류명 has constant value ""Constant
결제방법 has constant value ""Constant
지역명 has constant value ""Constant
소분류명 is highly overall correlated with 장소X좌표 and 2 other fieldsHigh correlation
장소명 is highly overall correlated with 장소X좌표 and 3 other fieldsHigh correlation
장소X좌표 is highly overall correlated with 서비스구분 and 2 other fieldsHigh correlation
장소Y좌표 is highly overall correlated with 서비스구분 and 2 other fieldsHigh correlation
서비스구분 is highly overall correlated with 장소X좌표 and 3 other fieldsHigh correlation
서비스상태 is highly overall correlated with 서비스구분High correlation
서비스구분 is highly imbalanced (72.4%)Imbalance
장소X좌표 has 1 (4.8%) missing valuesMissing
장소Y좌표 has 1 (4.8%) missing valuesMissing
서비스ID has unique valuesUnique
서비스명 has unique valuesUnique
바로가기URL has unique valuesUnique

Reproduction

Analysis started2024-05-11 06:13:22.730450
Analysis finished2024-05-11 06:13:24.329296
Duration1.6 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

서비스구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)9.5%
Missing0
Missing (%)0.0%
Memory size300.0 B
자체
20 
연계
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)4.8%

Sample

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

Common Values

ValueCountFrequency (%)
자체 20
95.2%
연계 1
 
4.8%

Length

2024-05-11T15:13:24.409917image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:13:24.522933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 20
95.2%
연계 1
 
4.8%

서비스ID
Text

UNIQUE 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size300.0 B
2024-05-11T15:13:24.760109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length18.571429
Min length10

Characters and Unicode

Total characters390
Distinct characters18
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)100.0%

Sample

1st rowXML-won428
2nd rowS240509152609088015
3rd rowS240507082708833792
4th rowS240501172538262679
5th rowS240416100950640932
ValueCountFrequency (%)
xml-won428 1
 
4.8%
s240308173701379552 1
 
4.8%
s240126091810865298 1
 
4.8%
s240130135213244187 1
 
4.8%
s240205145712953484 1
 
4.8%
s240220094707048825 1
 
4.8%
s240229104057778232 1
 
4.8%
s240305162548256686 1
 
4.8%
s240306142850052068 1
 
4.8%
s240306144343870270 1
 
4.8%
Other values (11) 11
52.4%
2024-05-11T15:13:25.151828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 61
15.6%
2 54
13.8%
4 47
12.1%
1 43
11.0%
8 32
8.2%
3 29
7.4%
5 27
6.9%
6 25
6.4%
9 23
 
5.9%
7 22
 
5.6%
Other values (8) 27
6.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 363
93.1%
Uppercase Letter 23
 
5.9%
Lowercase Letter 3
 
0.8%
Dash Punctuation 1
 
0.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 61
16.8%
2 54
14.9%
4 47
12.9%
1 43
11.8%
8 32
8.8%
3 29
8.0%
5 27
7.4%
6 25
6.9%
9 23
 
6.3%
7 22
 
6.1%
Uppercase Letter
ValueCountFrequency (%)
S 20
87.0%
M 1
 
4.3%
L 1
 
4.3%
X 1
 
4.3%
Lowercase Letter
ValueCountFrequency (%)
n 1
33.3%
o 1
33.3%
w 1
33.3%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 364
93.3%
Latin 26
 
6.7%

Most frequent character per script

Common
ValueCountFrequency (%)
0 61
16.8%
2 54
14.8%
4 47
12.9%
1 43
11.8%
8 32
8.8%
3 29
8.0%
5 27
7.4%
6 25
6.9%
9 23
 
6.3%
7 22
 
6.0%
Latin
ValueCountFrequency (%)
S 20
76.9%
n 1
 
3.8%
o 1
 
3.8%
w 1
 
3.8%
M 1
 
3.8%
L 1
 
3.8%
X 1
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 390
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 61
15.6%
2 54
13.8%
4 47
12.1%
1 43
11.0%
8 32
8.2%
3 29
7.4%
5 27
6.9%
6 25
6.4%
9 23
 
5.9%
7 22
 
5.6%
Other values (8) 27
6.9%

대분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size300.0 B
교육강좌
21 

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 21
100.0%

Length

2024-05-11T15:13:25.332948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:13:25.483765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교육강좌 21
100.0%

소분류명
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size300.0 B
역사
17 
도시농업
3 
공예/취미
 
1

Length

Max length5
Median length2
Mean length2.4285714
Min length2

Unique

Unique1 ?
Unique (%)4.8%

Sample

1st row역사
2nd row역사
3rd row역사
4th row도시농업
5th row도시농업

Common Values

ValueCountFrequency (%)
역사 17
81.0%
도시농업 3
 
14.3%
공예/취미 1
 
4.8%

Length

2024-05-11T15:13:25.616283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:13:25.750676image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
역사 17
81.0%
도시농업 3
 
14.3%
공예/취미 1
 
4.8%

서비스상태
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)19.0%
Missing0
Missing (%)0.0%
Memory size300.0 B
접수종료
12 
접수중
5 
안내중
2 
예약마감
2 

Length

Max length4
Median length4
Mean length3.6666667
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
접수종료 12
57.1%
접수중 5
23.8%
안내중 2
 
9.5%
예약마감 2
 
9.5%

Length

2024-05-11T15:13:25.877255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:13:26.105126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접수종료 12
57.1%
접수중 5
23.8%
안내중 2
 
9.5%
예약마감 2
 
9.5%

서비스명
Text

UNIQUE 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size300.0 B
2024-05-11T15:13:26.430190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length49
Median length33
Mean length30.142857
Min length15

Characters and Unicode

Total characters633
Distinct characters142
Distinct categories8 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)100.0%

Sample

1st row2024년 상반기 영뮤지엄 5차(5.23.) 모집
2nd row2024년 '세뮤틴즈 - 접속하라 조선시대 한양' (6월)
3rd row기획전 동심(童心) 연계교육
4th row종로구 반려식물 키우기 입문과정 강의
5th row종로구 치유원예 교육 프로그램
ValueCountFrequency (%)
2024년 12
 
9.8%
모집 9
 
7.3%
상반기 7
 
5.7%
교육생 5
 
4.1%
종로구 3
 
2.4%
교육 2
 
1.6%
역사탐험 2
 
1.6%
밖 2
 
1.6%
교실 2
 
1.6%
한양도성박물관 2
 
1.6%
Other values (64) 77
62.6%
2024-05-11T15:13:27.098826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
103
 
16.3%
2 28
 
4.4%
4 16
 
2.5%
0 15
 
2.4%
기 15
 
2.4%
년 13
 
2.1%
; 13
 
2.1%
& 13
 
2.1%
3 11
 
1.7%
집 11
 
1.7%
Other values (132) 395
62.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 366
57.8%
Space Separator 103
 
16.3%
Decimal Number 85
 
13.4%
Other Punctuation 39
 
6.2%
Close Punctuation 13
 
2.1%
Open Punctuation 13
 
2.1%
Lowercase Letter 10
 
1.6%
Dash Punctuation 4
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 15
 
4.1%
년 13
 
3.6%
집 11
 
3.0%
모 11
 
3.0%
한 10
 
2.7%
교 10
 
2.7%
반 10
 
2.7%
생 9
 
2.5%
양 9
 
2.5%
관 9
 
2.5%
Other values (107) 259
70.8%
Decimal Number
ValueCountFrequency (%)
2 28
32.9%
4 16
18.8%
0 15
17.6%
3 11
 
12.9%
9 10
 
11.8%
5 3
 
3.5%
6 2
 
2.4%
Lowercase Letter
ValueCountFrequency (%)
t 3
30.0%
d 2
20.0%
i 1
 
10.0%
o 1
 
10.0%
m 1
 
10.0%
l 1
 
10.0%
g 1
 
10.0%
Other Punctuation
ValueCountFrequency (%)
; 13
33.3%
& 13
33.3%
# 10
25.6%
. 2
 
5.1%
, 1
 
2.6%
Close Punctuation
ValueCountFrequency (%)
] 7
53.8%
) 6
46.2%
Open Punctuation
ValueCountFrequency (%)
[ 7
53.8%
( 6
46.2%
Space Separator
ValueCountFrequency (%)
103
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 364
57.5%
Common 257
40.6%
Latin 10
 
1.6%
Han 2
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 15
 
4.1%
년 13
 
3.6%
집 11
 
3.0%
모 11
 
3.0%
한 10
 
2.7%
교 10
 
2.7%
반 10
 
2.7%
생 9
 
2.5%
양 9
 
2.5%
관 9
 
2.5%
Other values (105) 257
70.6%
Common
ValueCountFrequency (%)
103
40.1%
2 28
 
10.9%
4 16
 
6.2%
0 15
 
5.8%
; 13
 
5.1%
& 13
 
5.1%
3 11
 
4.3%
9 10
 
3.9%
# 10
 
3.9%
] 7
 
2.7%
Other values (8) 31
 
12.1%
Latin
ValueCountFrequency (%)
t 3
30.0%
d 2
20.0%
i 1
 
10.0%
o 1
 
10.0%
m 1
 
10.0%
l 1
 
10.0%
g 1
 
10.0%
Han
ValueCountFrequency (%)
心 1
50.0%
童 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 364
57.5%
ASCII 267
42.2%
CJK 2
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
103
38.6%
2 28
 
10.5%
4 16
 
6.0%
0 15
 
5.6%
; 13
 
4.9%
& 13
 
4.9%
3 11
 
4.1%
9 10
 
3.7%
# 10
 
3.7%
] 7
 
2.6%
Other values (15) 41
 
15.4%
Hangul
ValueCountFrequency (%)
기 15
 
4.1%
년 13
 
3.6%
집 11
 
3.0%
모 11
 
3.0%
한 10
 
2.7%
교 10
 
2.7%
반 10
 
2.7%
생 9
 
2.5%
양 9
 
2.5%
관 9
 
2.5%
Other values (105) 257
70.6%
CJK
ValueCountFrequency (%)
心 1
50.0%
童 1
50.0%

결제방법
Categorical

CONSTANT 

Distinct1
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size300.0 B
무료
21 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
무료 21
100.0%

Length

2024-05-11T15:13:27.314147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:13:27.449913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 21
100.0%

장소명
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)28.6%
Missing0
Missing (%)0.0%
Memory size300.0 B
서울역사박물관
10 
한양도성박물관
4 
종로구 반려식물클리닉 센터
3 
공평도시유적전시관
2 
서울역사박물관 1학습실
 
1

Length

Max length14
Median length7
Mean length8.4761905
Min length7

Unique

Unique2 ?
Unique (%)9.5%

Sample

1st row서울역사박물관 1학습실
2nd row서울역사박물관
3rd row서울역사박물관
4th row종로구 반려식물클리닉 센터
5th row종로구 반려식물클리닉 센터

Common Values

ValueCountFrequency (%)
서울역사박물관 10
47.6%
한양도성박물관 4
 
19.0%
종로구 반려식물클리닉 센터 3
 
14.3%
공평도시유적전시관 2
 
9.5%
서울역사박물관 1학습실 1
 
4.8%
서울공예박물관 1
 
4.8%

Length

2024-05-11T15:13:27.626123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:13:27.857015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울역사박물관 11
39.3%
한양도성박물관 4
 
14.3%
종로구 3
 
10.7%
반려식물클리닉 3
 
10.7%
센터 3
 
10.7%
공평도시유적전시관 2
 
7.1%
1학습실 1
 
3.6%
서울공예박물관 1
 
3.6%

서비스대상
Text

Distinct14
Distinct (%)66.7%
Missing0
Missing (%)0.0%
Memory size300.0 B
2024-05-11T15:13:28.157266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length24
Mean length16.52381
Min length2

Characters and Unicode

Total characters347
Distinct characters75
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique10 ?
Unique (%)47.6%

Sample

1st row성인
2nd row 청소년(중고등학생 (개인))
3rd row 제한없음(기획전시에 관심있는 모든 연령의 개인)
4th row 제한없음
5th row 제한없음
ValueCountFrequency (%)
어린이(초등학교 7
 
12.1%
학급 7
 
12.1%
4~6학년 4
 
6.9%
제한없음 3
 
5.2%
개인 3
 
5.2%
1-3학년 2
 
3.4%
청소년(중고등학생 2
 
3.4%
3~6학년 2
 
3.4%
최대 1
 
1.7%
4명까지 1
 
1.7%
Other values (26) 26
44.8%
2024-05-11T15:13:28.716087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
57
 
16.4%
학 33
 
9.5%
) 20
 
5.8%
( 20
 
5.8%
년 15
 
4.3%
등 13
 
3.7%
초 10
 
2.9%
6 9
 
2.6%
~ 9
 
2.6%
교 8
 
2.3%
Other values (65) 153
44.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 215
62.0%
Space Separator 57
 
16.4%
Decimal Number 24
 
6.9%
Close Punctuation 20
 
5.8%
Open Punctuation 20
 
5.8%
Math Symbol 9
 
2.6%
Dash Punctuation 2
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 33
 
15.3%
년 15
 
7.0%
등 13
 
6.0%
초 10
 
4.7%
교 8
 
3.7%
이 8
 
3.7%
급 8
 
3.7%
린 8
 
3.7%
어 8
 
3.7%
생 6
 
2.8%
Other values (56) 98
45.6%
Decimal Number
ValueCountFrequency (%)
6 9
37.5%
4 7
29.2%
3 4
16.7%
1 4
16.7%
Space Separator
ValueCountFrequency (%)
57
100.0%
Close Punctuation
ValueCountFrequency (%)
) 20
100.0%
Open Punctuation
ValueCountFrequency (%)
( 20
100.0%
Math Symbol
ValueCountFrequency (%)
~ 9
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 215
62.0%
Common 132
38.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 33
 
15.3%
년 15
 
7.0%
등 13
 
6.0%
초 10
 
4.7%
교 8
 
3.7%
이 8
 
3.7%
급 8
 
3.7%
린 8
 
3.7%
어 8
 
3.7%
생 6
 
2.8%
Other values (56) 98
45.6%
Common
ValueCountFrequency (%)
57
43.2%
) 20
 
15.2%
( 20
 
15.2%
6 9
 
6.8%
~ 9
 
6.8%
4 7
 
5.3%
3 4
 
3.0%
1 4
 
3.0%
- 2
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 215
62.0%
ASCII 132
38.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
57
43.2%
) 20
 
15.2%
( 20
 
15.2%
6 9
 
6.8%
~ 9
 
6.8%
4 7
 
5.3%
3 4
 
3.0%
1 4
 
3.0%
- 2
 
1.5%
Hangul
ValueCountFrequency (%)
학 33
 
15.3%
년 15
 
7.0%
등 13
 
6.0%
초 10
 
4.7%
교 8
 
3.7%
이 8
 
3.7%
급 8
 
3.7%
린 8
 
3.7%
어 8
 
3.7%
생 6
 
2.8%
Other values (56) 98
45.6%

바로가기URL
Text

UNIQUE 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size300.0 B
2024-05-11T15:13:29.084206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length92
Median length92
Mean length89.285714
Min length35

Characters and Unicode

Total characters1875
Distinct characters49
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

Unique21 ?
Unique (%)100.0%

Sample

1st rowhttps://forms.gle/fz9G8wfjNHQ1UMaR8
2nd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240509152609088015
3rd rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240507082708833792
4th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240501172538262679
5th rowhttps://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416100950640932
ValueCountFrequency (%)
https://forms.gle/fz9g8wfjnhq1umar8 1
 
4.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240308173701379552 1
 
4.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240126091810865298 1
 
4.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240130135213244187 1
 
4.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240205145712953484 1
 
4.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240220094707048825 1
 
4.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240229104057778232 1
 
4.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240305162548256686 1
 
4.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240306142850052068 1
 
4.8%
https://yeyak.seoul.go.kr/web/reservation/selectreservview.do?rsv_svc_id=s240306144343870270 1
 
4.8%
Other values (11) 11
52.4%
2024-05-11T15:13:29.547749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 201
 
10.7%
s 142
 
7.6%
/ 103
 
5.5%
r 101
 
5.4%
t 82
 
4.4%
o 81
 
4.3%
. 81
 
4.3%
v 80
 
4.3%
0 61
 
3.3%
i 60
 
3.2%
Other values (39) 883
47.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1159
61.8%
Decimal Number 364
 
19.4%
Other Punctuation 225
 
12.0%
Uppercase Letter 67
 
3.6%
Connector Punctuation 40
 
2.1%
Math Symbol 20
 
1.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 201
17.3%
s 142
12.3%
r 101
 
8.7%
t 82
 
7.1%
o 81
 
7.0%
v 80
 
6.9%
i 60
 
5.2%
w 41
 
3.5%
a 41
 
3.5%
l 41
 
3.5%
Other values (14) 289
24.9%
Decimal Number
ValueCountFrequency (%)
0 61
16.8%
2 53
14.6%
4 46
12.6%
1 44
12.1%
8 33
9.1%
3 29
8.0%
5 27
7.4%
6 25
6.9%
9 24
 
6.6%
7 22
 
6.0%
Uppercase Letter
ValueCountFrequency (%)
R 21
31.3%
V 20
29.9%
S 20
29.9%
N 1
 
1.5%
M 1
 
1.5%
G 1
 
1.5%
H 1
 
1.5%
Q 1
 
1.5%
U 1
 
1.5%
Other Punctuation
ValueCountFrequency (%)
/ 103
45.8%
. 81
36.0%
: 21
 
9.3%
? 20
 
8.9%
Connector Punctuation
ValueCountFrequency (%)
_ 40
100.0%
Math Symbol
ValueCountFrequency (%)
= 20
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1226
65.4%
Common 649
34.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 201
16.4%
s 142
 
11.6%
r 101
 
8.2%
t 82
 
6.7%
o 81
 
6.6%
v 80
 
6.5%
i 60
 
4.9%
w 41
 
3.3%
a 41
 
3.3%
l 41
 
3.3%
Other values (23) 356
29.0%
Common
ValueCountFrequency (%)
/ 103
15.9%
. 81
12.5%
0 61
9.4%
2 53
8.2%
4 46
 
7.1%
1 44
 
6.8%
_ 40
 
6.2%
8 33
 
5.1%
3 29
 
4.5%
5 27
 
4.2%
Other values (6) 132
20.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1875
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 201
 
10.7%
s 142
 
7.6%
/ 103
 
5.5%
r 101
 
5.4%
t 82
 
4.4%
o 81
 
4.3%
. 81
 
4.3%
v 80
 
4.3%
0 61
 
3.3%
i 60
 
3.2%
Other values (39) 883
47.1%

장소X좌표
Real number (ℝ)

HIGH CORRELATION  MISSING 

Distinct6
Distinct (%)30.0%
Missing1
Missing (%)4.8%
Infinite0
Infinite (%)0.0%
Mean126.97868
Minimum126.96166
Maximum127.00851
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size321.0 B
2024-05-11T15:13:29.709697image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.96166
5-th percentile126.96166
Q1126.97037
median126.97037
Q3126.98366
95-th percentile127.00851
Maximum127.00851
Range0.046852617
Interquartile range (IQR)0.013285691

Descriptive statistics

Standard deviation0.016529672
Coefficient of variation (CV)0.00013017676
Kurtosis-0.18146825
Mean126.97868
Median Absolute Deviation (MAD)0.0043571544
Skewness1.114416
Sum2539.5736
Variance0.00027323007
MonotonicityNot monotonic
2024-05-11T15:13:29.868816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
126.9703743087 5
23.8%
126.970374308698 5
23.8%
127.0085126174 4
19.0%
126.96166 3
14.3%
126.98366 2
 
9.5%
126.98347 1
 
4.8%
(Missing) 1
 
4.8%
ValueCountFrequency (%)
126.96166 3
14.3%
126.970374308698 5
23.8%
126.9703743087 5
23.8%
126.98347 1
 
4.8%
126.98366 2
 
9.5%
127.0085126174 4
19.0%
ValueCountFrequency (%)
127.0085126174 4
19.0%
126.98366 2
 
9.5%
126.98347 1
 
4.8%
126.9703743087 5
23.8%
126.970374308698 5
23.8%
126.96166 3
14.3%

장소Y좌표
Real number (ℝ)

HIGH CORRELATION  MISSING 

Distinct6
Distinct (%)30.0%
Missing1
Missing (%)4.8%
Infinite0
Infinite (%)0.0%
Mean37.572428
Minimum37.5705
Maximum37.57749
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size321.0 B
2024-05-11T15:13:30.029601image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.5705
5-th percentile37.5705
Q137.5705
median37.571
Q337.572857
95-th percentile37.57749
Maximum37.57749
Range0.0069897204
Interquartile range (IQR)0.0023568097

Descriptive statistics

Standard deviation0.0026588156
Coefficient of variation (CV)7.0765074 × 10-5
Kurtosis-0.029672749
Mean37.572428
Median Absolute Deviation (MAD)0.00049986022
Skewness1.2185077
Sum751.44855
Variance7.0693005 × 10-6
MonotonicityNot monotonic
2024-05-11T15:13:30.174155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
37.5705002796 5
23.8%
37.57050027964864 5
23.8%
37.5728570893 4
19.0%
37.57749 3
14.3%
37.5715 2
 
9.5%
37.57665 1
 
4.8%
(Missing) 1
 
4.8%
ValueCountFrequency (%)
37.5705002796 5
23.8%
37.57050027964864 5
23.8%
37.5715 2
 
9.5%
37.5728570893 4
19.0%
37.57665 1
 
4.8%
37.57749 3
14.3%
ValueCountFrequency (%)
37.57749 3
14.3%
37.57665 1
 
4.8%
37.5728570893 4
19.0%
37.5715 2
 
9.5%
37.57050027964864 5
23.8%
37.5705002796 5
23.8%

서비스개시시작일시
Date

Distinct17
Distinct (%)81.0%
Missing0
Missing (%)0.0%
Memory size300.0 B
Minimum2024-01-10 00:00:00
Maximum2024-05-23 00:00:00
2024-05-11T15:13:30.334764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:13:30.510191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)

서비스개시종료일시
Date

Distinct17
Distinct (%)81.0%
Missing0
Missing (%)0.0%
Memory size300.0 B
Minimum2024-05-18 00:00:00
Maximum2024-12-31 00:00:00
2024-05-11T15:13:30.724182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:13:30.924066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)

접수시작일시
Date

Distinct17
Distinct (%)81.0%
Missing0
Missing (%)0.0%
Memory size300.0 B
Minimum2024-01-15 10:00:00
Maximum2024-05-13 10:00:00
2024-05-11T15:13:31.073431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:13:31.265634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)

접수종료일시
Date

Distinct18
Distinct (%)85.7%
Missing0
Missing (%)0.0%
Memory size300.0 B
Minimum2024-02-23 17:00:00
Maximum2024-12-31 00:02:00
2024-05-11T15:13:31.432513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:13:31.599053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)

지역명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size300.0 B
종로구
21 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
종로구 21
100.0%

Length

2024-05-11T15:13:31.759811image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:13:31.913318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
종로구 21
100.0%

Interactions

2024-05-11T15:13:23.580547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:13:23.395162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:13:23.679529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:13:23.486728image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-11T15:13:32.050422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스구분서비스ID소분류명서비스상태서비스명장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시
서비스구분1.0001.0000.0000.8281.0001.0001.0001.000NaNNaN1.0000.0001.0001.000
서비스ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소분류명0.0001.0001.0000.0001.0001.0001.0001.0000.7221.0000.8881.0000.0001.000
서비스상태0.8281.0000.0001.0001.0000.2650.0001.0000.0000.0000.7750.3760.0001.000
서비스명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소명1.0001.0001.0000.2651.0001.0001.0001.0001.0001.0000.9750.7980.5851.000
서비스대상1.0001.0001.0000.0001.0001.0001.0001.0001.0001.0000.9500.9270.9330.895
바로가기URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장소X좌표NaN1.0000.7220.0001.0001.0001.0001.0001.0001.0000.9850.9230.7141.000
장소Y좌표NaN1.0001.0000.0001.0001.0001.0001.0001.0001.0000.9630.9230.0001.000
서비스개시시작일시1.0001.0000.8880.7751.0000.9750.9501.0000.9850.9631.0000.9660.9810.915
서비스개시종료일시0.0001.0001.0000.3761.0000.7980.9271.0000.9230.9230.9661.0000.9650.915
접수시작일시1.0001.0000.0000.0001.0000.5850.9331.0000.7140.0000.9810.9651.0000.915
접수종료일시1.0001.0001.0001.0001.0001.0000.8951.0001.0001.0000.9150.9150.9151.000
2024-05-11T15:13:32.676140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
서비스상태서비스구분소분류명장소명
서비스상태1.0000.5850.0000.113
서비스구분0.5851.0000.0000.889
소분류명0.0000.0001.0000.913
장소명0.1130.8890.9131.000
2024-05-11T15:13:32.801090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장소X좌표장소Y좌표서비스구분소분류명서비스상태장소명
장소X좌표1.000-0.0291.0000.7380.0000.968
장소Y좌표-0.0291.0001.0000.9390.0001.000
서비스구분1.0001.0001.0000.0000.5850.889
소분류명0.7380.9390.0001.0000.0000.913
서비스상태0.0000.0000.5850.0001.0000.113
장소명0.9681.0000.8890.9130.1131.000

Missing values

2024-05-11T15:13:23.855052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-11T15:13:24.126542image/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.
2024-05-11T15:13:24.264212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
0연계XML-won428교육강좌역사안내중2024년 상반기 영뮤지엄 5차(5.23.) 모집무료서울역사박물관 1학습실성인https://forms.gle/fz9G8wfjNHQ1UMaR8<NA><NA>2024-05-23 00:00:00.02024-05-23 00:00:00.02024-05-09 00:00:00.02024-05-22 00:00:00.0종로구
1자체S240509152609088015교육강좌역사안내중2024년 &#39;세뮤틴즈 - 접속하라 조선시대 한양&#39; (6월)무료서울역사박물관청소년(중고등학생 (개인))https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240509152609088015126.97037437.57052024-05-09 00:00:00.02024-06-20 00:00:00.02024-05-13 10:00:00.02024-06-15 17:00:00.0종로구
2자체S240507082708833792교육강좌역사접수중기획전 동심(童心) 연계교육무료서울역사박물관제한없음(기획전시에 관심있는 모든 연령의 개인)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240507082708833792126.97037437.57052024-05-07 00:00:00.02024-05-29 00:00:00.02024-05-07 10:00:00.02024-05-16 17:00:00.0종로구
3자체S240501172538262679교육강좌도시농업접수중종로구 반려식물 키우기 입문과정 강의무료종로구 반려식물클리닉 센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240501172538262679126.9616637.577492024-05-01 00:00:00.02024-05-24 00:00:00.02024-05-01 00:00:00.02024-05-15 00:24:00.0종로구
4자체S240416100950640932교육강좌도시농업접수종료종로구 치유원예 교육 프로그램무료종로구 반려식물클리닉 센터제한없음https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416100950640932126.9616637.577492024-04-16 00:00:00.02024-06-25 00:00:00.02024-04-16 00:00:00.02024-04-23 00:00:00.0종로구
5자체S240416170119645511교육강좌역사접수종료제42기 중학생 인턴제 수강생 모집무료서울역사박물관청소년(중학생 1-3학년)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240416170119645511126.97037437.57052024-04-16 00:00:00.02024-06-15 00:00:00.02024-04-22 10:00:00.02024-05-09 17:00:00.0종로구
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7자체S240408133033610815교육강좌역사접수중2024년 &#39;세뮤틴즈 - 접속하라 조선시대 한양&#39; (5월)무료서울역사박물관청소년(중고등학생 (개인))https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240408133033610815126.97037437.57052024-04-08 00:00:00.02024-05-23 00:00:00.02024-04-15 10:00:00.02024-05-18 17:00:00.0종로구
8자체S240329163022139888교육강좌공예/취미접수종료서울공예박물관 &lt;공예는 소중한 내 친구&gt; 참여 기관 모집무료서울공예박물관초등학생(지역아동센터 및 다함께돌봄센터)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240329163022139888126.9834737.576652024-04-01 00:00:00.02024-11-21 00:00:00.02024-04-01 10:00:00.02024-04-08 19:00:00.0종로구
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서비스구분서비스ID대분류명소분류명서비스상태서비스명결제방법장소명서비스대상바로가기URL장소X좌표장소Y좌표서비스개시시작일시서비스개시종료일시접수시작일시접수종료일시지역명
11자체S240308173701379552교육강좌역사예약마감2024년 상반기 &#39;우리가족 경희궁 탐험대&#39; 교육생 모집무료서울역사박물관가족(초등학교 1~6학년 자녀를 동반한 가족)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240308173701379552126.97037437.57052024-03-08 00:00:00.02024-05-18 00:00:00.02024-03-11 10:00:00.02024-05-12 17:00:00.0종로구
12자체S240306144343870270교육강좌역사접수종료[한양도성박물관] 2024년 상반기 흥인지문의 비밀무료한양도성박물관어린이(초등학교 4~6학년 학급)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240306144343870270127.00851337.5728572024-03-06 00:00:00.02024-06-28 00:00:00.02024-03-11 10:00:00.02024-03-27 17:00:00.0종로구
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14자체S240305162548256686교육강좌역사접수종료2024년 교실 밖 역사탐험 교육생 추가 모집무료서울역사박물관어린이(초등학교 3~6학년 학급)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240305162548256686126.97037437.57052024-03-05 00:00:00.02024-10-11 00:00:00.02024-03-05 17:00:00.02024-03-15 15:00:00.0종로구
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17자체S240205145712953484교육강좌역사접수종료2024년 상&middot;하반기 &#39;내 친구 박물관&#39; 교육생 모집무료서울역사박물관어린이(내 친구 박물관)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240205145712953484126.97037437.57052024-02-14 00:00:00.02024-10-31 00:00:00.02024-02-14 10:00:00.02024-02-29 17:00:00.0종로구
18자체S240130135213244187교육강좌역사접수종료[공평도시유적전시관] 2024 상반기 북적북적 견평방 만들기 프로젝트무료공평도시유적전시관초등학생(4~6학년 학급단체)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240130135213244187126.9836637.57152024-01-30 00:00:00.02024-05-29 00:00:00.02024-02-01 10:00:00.02024-02-23 17:00:00.0종로구
19자체S240126091810865298교육강좌역사접수종료2024년 교실 밖 역사탐험 교육생 모집무료서울역사박물관어린이(초등학교 3~6학년 학급)https://yeyak.seoul.go.kr/web/reservation/selectReservView.do?rsv_svc_id=S240126091810865298126.97037437.57052024-01-26 00:00:00.02024-11-08 00:00:00.02024-01-29 10:00:00.02024-02-29 17:00:00.0종로구
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