Overview

Dataset statistics

Number of variables18
Number of observations53
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.7 KiB
Average record size in memory149.5 B

Variable types

Text2
Categorical14
Numeric1
Boolean1

Dataset

Description부산광역시_금정구_도서관행사현황_20230221
Author부산광역시 금정구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15025657

Alerts

요금정보 has constant value ""Constant
주차장보유여부 has constant value ""Constant
데이터기준일자 has constant value ""Constant
주최기관 is highly overall correlated with 장소 and 5 other fieldsHigh correlation
위도 is highly overall correlated with 장소 and 5 other fieldsHigh correlation
주관기관 is highly overall correlated with 장소 and 5 other fieldsHigh correlation
홈페이지주소 is highly overall correlated with 장소 and 5 other fieldsHigh correlation
경도 is highly overall correlated with 장소 and 5 other fieldsHigh correlation
소재지도로명주소 is highly overall correlated with 장소 and 5 other fieldsHigh correlation
객석수 is highly overall correlated with 행사종료일자 and 1 other fieldsHigh correlation
장소 is highly overall correlated with 주관기관 and 6 other fieldsHigh correlation
행사시작일자 is highly overall correlated with 행사종료일자 and 2 other fieldsHigh correlation
행사종료일자 is highly overall correlated with 객석수 and 1 other fieldsHigh correlation
행사시작시간 is highly overall correlated with 객석수 and 2 other fieldsHigh correlation
행사종료시간 is highly overall correlated with 행사시작시간 and 1 other fieldsHigh correlation
입장연령 is highly overall correlated with 장소 and 2 other fieldsHigh correlation
객석수 has 24 (45.3%) zerosZeros

Reproduction

Analysis started2023-12-10 16:53:55.396411
Analysis finished2023-12-10 16:53:57.123810
Duration1.73 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

행사명
Text

Distinct47
Distinct (%)88.7%
Missing0
Missing (%)0.0%
Memory size556.0 B
2023-12-11T01:53:57.477639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length24
Mean length13.886792
Min length7

Characters and Unicode

Total characters736
Distinct characters234
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique41 ?
Unique (%)77.4%

Sample

1st row범 내려온다: 임인년, 호랑이에 관한 그림 이야기
2nd row호랑이 꼬리와 호미이야기
3rd row세계을 읽다, 태국
4th row호랑이 기운 받으세호~
5th row호랑이 민화 족자 만들기
ValueCountFrequency (%)
호랑이 4
 
2.0%
책 4
 
2.0%
만들기 4
 
2.0%
도서 4
 
2.0%
좋은 3
 
1.5%
3
 
1.5%
이야기 2
 
1.0%
세계을 2
 
1.0%
읽다 2
 
1.0%
문학 2
 
1.0%
Other values (146) 168
84.8%
2023-12-11T01:53:58.186101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
145
 
19.7%
서 15
 
2.0%
이 14
 
1.9%
도 12
 
1.6%
가 11
 
1.5%
기 10
 
1.4%
다 10
 
1.4%
은 10
 
1.4%
o 10
 
1.4%
리 9
 
1.2%
Other values (224) 490
66.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 498
67.7%
Space Separator 145
 
19.7%
Lowercase Letter 53
 
7.2%
Uppercase Letter 16
 
2.2%
Other Punctuation 15
 
2.0%
Open Punctuation 3
 
0.4%
Close Punctuation 3
 
0.4%
Math Symbol 2
 
0.3%
Decimal Number 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 15
 
3.0%
이 14
 
2.8%
도 12
 
2.4%
가 11
 
2.2%
기 10
 
2.0%
다 10
 
2.0%
은 10
 
2.0%
리 9
 
1.8%
의 9
 
1.8%
사 7
 
1.4%
Other values (189) 391
78.5%
Lowercase Letter
ValueCountFrequency (%)
o 10
18.9%
r 6
11.3%
e 6
11.3%
a 5
9.4%
t 4
 
7.5%
i 3
 
5.7%
z 2
 
3.8%
y 2
 
3.8%
p 2
 
3.8%
g 2
 
3.8%
Other values (7) 11
20.8%
Uppercase Letter
ValueCountFrequency (%)
R 2
12.5%
D 2
12.5%
B 2
12.5%
V 2
12.5%
Y 2
12.5%
K 2
12.5%
J 1
6.2%
G 1
6.2%
T 1
6.2%
H 1
6.2%
Other Punctuation
ValueCountFrequency (%)
, 6
40.0%
: 5
33.3%
! 4
26.7%
Space Separator
ValueCountFrequency (%)
145
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%
Decimal Number
ValueCountFrequency (%)
4 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 497
67.5%
Common 169
 
23.0%
Latin 69
 
9.4%
Han 1
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 15
 
3.0%
이 14
 
2.8%
도 12
 
2.4%
가 11
 
2.2%
기 10
 
2.0%
다 10
 
2.0%
은 10
 
2.0%
리 9
 
1.8%
의 9
 
1.8%
사 7
 
1.4%
Other values (188) 390
78.5%
Latin
ValueCountFrequency (%)
o 10
 
14.5%
r 6
 
8.7%
e 6
 
8.7%
a 5
 
7.2%
t 4
 
5.8%
i 3
 
4.3%
z 2
 
2.9%
y 2
 
2.9%
R 2
 
2.9%
D 2
 
2.9%
Other values (17) 27
39.1%
Common
ValueCountFrequency (%)
145
85.8%
, 6
 
3.6%
: 5
 
3.0%
! 4
 
2.4%
( 3
 
1.8%
) 3
 
1.8%
~ 2
 
1.2%
4 1
 
0.6%
Han
ValueCountFrequency (%)
讀 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 497
67.5%
ASCII 238
32.3%
CJK 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
145
60.9%
o 10
 
4.2%
r 6
 
2.5%
e 6
 
2.5%
, 6
 
2.5%
: 5
 
2.1%
a 5
 
2.1%
t 4
 
1.7%
! 4
 
1.7%
i 3
 
1.3%
Other values (25) 44
 
18.5%
Hangul
ValueCountFrequency (%)
서 15
 
3.0%
이 14
 
2.8%
도 12
 
2.4%
가 11
 
2.2%
기 10
 
2.0%
다 10
 
2.0%
은 10
 
2.0%
리 9
 
1.8%
의 9
 
1.8%
사 7
 
1.4%
Other values (188) 390
78.5%
CJK
ValueCountFrequency (%)
讀 1
100.0%

장소
Categorical

HIGH CORRELATION 

Distinct23
Distinct (%)43.4%
Missing0
Missing (%)0.0%
Memory size556.0 B
금정도서관 문화교실
5 
금정도서관 1층로비
5 
다목적홀
5 
어린이자료실
4 
금샘마당
 
3
Other values (18)
31 

Length

Max length19
Median length14
Mean length8.4339623
Min length4

Unique

Unique9 ?
Unique (%)17.0%

Sample

1st row금정도서관 문화교실
2nd row온라인강좌
3rd row금정도서관 문화교실
4th row금정도서관 1층로비
5th row금정도서관 1층로비

Common Values

ValueCountFrequency (%)
금정도서관 문화교실 5
 
9.4%
금정도서관 1층로비 5
 
9.4%
다목적홀 5
 
9.4%
어린이자료실 4
 
7.5%
금샘마당 3
 
5.7%
문화교실1 3
 
5.7%
종합자료실 3
 
5.7%
금정도서관 종합자료실, 어린이자료실 3
 
5.7%
금정도서관 종합자료실 3
 
5.7%
금정도서관 어린이자료실 2
 
3.8%
Other values (13) 17
32.1%

Length

2023-12-11T01:53:58.495891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
금정도서관 24
27.3%
종합자료실 11
12.5%
어린이자료실 10
11.4%
1층로비 5
 
5.7%
다목적홀 5
 
5.7%
문화교실 5
 
5.7%
자료실 3
 
3.4%
문화교실1 3
 
3.4%
금샘마당 3
 
3.4%
대강당 2
 
2.3%
Other values (12) 17
19.3%

행사내용
Text

Distinct32
Distinct (%)60.4%
Missing0
Missing (%)0.0%
Memory size556.0 B
2023-12-11T01:53:58.785246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length12
Mean length7.6981132
Min length3

Characters and Unicode

Total characters408
Distinct characters103
Distinct categories3 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique16 ?
Unique (%)30.2%

Sample

1st row금多방 강좌
2nd row어린이 특강
3rd row다문화 인문특강
4th row캘리그라피 체험
5th row만들기 교실
ValueCountFrequency (%)
북큐레이션 5
 
4.6%
추천도서 5
 
4.6%
체험특강 4
 
3.7%
목록배부 4
 
3.7%
전시 4
 
3.7%
어린이 4
 
3.7%
체험 4
 
3.7%
대출정지 3
 
2.8%
특강 3
 
2.8%
청소년 3
 
2.8%
Other values (43) 69
63.9%
2023-12-11T01:53:59.307591image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
55
 
13.5%
서 17
 
4.2%
도 13
 
3.2%
이 13
 
3.2%
체 11
 
2.7%
강 11
 
2.7%
전 10
 
2.5%
특 10
 
2.5%
부 9
 
2.2%
북 9
 
2.2%
Other values (93) 250
61.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 347
85.0%
Space Separator 55
 
13.5%
Uppercase Letter 6
 
1.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 17
 
4.9%
도 13
 
3.7%
이 13
 
3.7%
체 11
 
3.2%
강 11
 
3.2%
전 10
 
2.9%
특 10
 
2.9%
부 9
 
2.6%
북 9
 
2.6%
험 8
 
2.3%
Other values (90) 236
68.0%
Uppercase Letter
ValueCountFrequency (%)
S 4
66.7%
N 2
33.3%
Space Separator
ValueCountFrequency (%)
55
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 346
84.8%
Common 55
 
13.5%
Latin 6
 
1.5%
Han 1
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 17
 
4.9%
도 13
 
3.8%
이 13
 
3.8%
체 11
 
3.2%
강 11
 
3.2%
전 10
 
2.9%
특 10
 
2.9%
부 9
 
2.6%
북 9
 
2.6%
험 8
 
2.3%
Other values (89) 235
67.9%
Latin
ValueCountFrequency (%)
S 4
66.7%
N 2
33.3%
Common
ValueCountFrequency (%)
55
100.0%
Han
ValueCountFrequency (%)
多 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 346
84.8%
ASCII 61
 
15.0%
CJK 1
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
55
90.2%
S 4
 
6.6%
N 2
 
3.3%
Hangul
ValueCountFrequency (%)
서 17
 
4.9%
도 13
 
3.8%
이 13
 
3.8%
체 11
 
3.2%
강 11
 
3.2%
전 10
 
2.9%
특 10
 
2.9%
부 9
 
2.6%
북 9
 
2.6%
험 8
 
2.3%
Other values (89) 235
67.9%
CJK
ValueCountFrequency (%)
多 1
100.0%

행사시작일자
Categorical

HIGH CORRELATION 

Distinct20
Distinct (%)37.7%
Missing0
Missing (%)0.0%
Memory size556.0 B
2022-09-01
10 
2022-04-01
8 
2022-04-17
5 
2022-09-03
3 
2022-04-16
3 
Other values (15)
24 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique8 ?
Unique (%)15.1%

Sample

1st row2022-04-27
2nd row2022-04-23
3rd row2022-04-08
4th row2022-04-16
5th row2022-04-17

Common Values

ValueCountFrequency (%)
2022-09-01 10
18.9%
2022-04-01 8
15.1%
2022-04-17 5
9.4%
2022-09-03 3
 
5.7%
2022-04-16 3
 
5.7%
2022-04-12 3
 
5.7%
2022-09-24 3
 
5.7%
2022-09-04 2
 
3.8%
2022-09-25 2
 
3.8%
2022-04-09 2
 
3.8%
Other values (10) 12
22.6%

Length

2023-12-11T01:53:59.487623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2022-09-01 10
18.9%
2022-04-01 8
15.1%
2022-04-17 5
9.4%
2022-09-03 3
 
5.7%
2022-04-16 3
 
5.7%
2022-04-12 3
 
5.7%
2022-09-24 3
 
5.7%
2022-04-09 2
 
3.8%
2022-09-18 2
 
3.8%
2022-09-17 2
 
3.8%
Other values (10) 12
22.6%

행사종료일자
Categorical

HIGH CORRELATION 

Distinct19
Distinct (%)35.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
2022-09-30
10 
2022-04-30
10 
2022-04-17
6 
2022-09-24
4 
2022-09-25
3 
Other values (14)
20 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique8 ?
Unique (%)15.1%

Sample

1st row2022-04-27
2nd row2022-04-23
3rd row2022-04-29
4th row2022-04-16
5th row2022-04-17

Common Values

ValueCountFrequency (%)
2022-09-30 10
18.9%
2022-04-30 10
18.9%
2022-04-17 6
11.3%
2022-09-24 4
 
7.5%
2022-09-25 3
 
5.7%
2022-09-03 2
 
3.8%
2022-04-16 2
 
3.8%
2022-04-18 2
 
3.8%
2022-09-04 2
 
3.8%
2022-09-18 2
 
3.8%
Other values (9) 10
18.9%

Length

2023-12-11T01:53:59.643862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2022-09-30 10
18.9%
2022-04-30 10
18.9%
2022-04-17 6
11.3%
2022-09-24 4
 
7.5%
2022-09-25 3
 
5.7%
2022-09-04 2
 
3.8%
2022-09-17 2
 
3.8%
2022-09-18 2
 
3.8%
2022-04-18 2
 
3.8%
2022-04-16 2
 
3.8%
Other values (9) 10
18.9%

행사시작시간
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)13.2%
Missing0
Missing (%)0.0%
Memory size556.0 B
9:00:00
24 
14:00:00
12 
10:00:00
8 
10:30:00
4 
11:00:00
3 
Other values (2)
 
2

Length

Max length8
Median length8
Mean length7.5283019
Min length7

Unique

Unique2 ?
Unique (%)3.8%

Sample

1st row10:00:00
2nd row10:00:00
3rd row14:00:00
4th row14:00:00
5th row10:30:00

Common Values

ValueCountFrequency (%)
9:00:00 24
45.3%
14:00:00 12
22.6%
10:00:00 8
 
15.1%
10:30:00 4
 
7.5%
11:00:00 3
 
5.7%
9:30:00 1
 
1.9%
15:00:00 1
 
1.9%

Length

2023-12-11T01:53:59.820632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:53:59.944781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
9:00:00 24
45.3%
14:00:00 12
22.6%
10:00:00 8
 
15.1%
10:30:00 4
 
7.5%
11:00:00 3
 
5.7%
9:30:00 1
 
1.9%
15:00:00 1
 
1.9%

행사종료시간
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)20.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
18:00:00
24 
16:00:00
6 
12:00:00
5 
15:30:00
4 
13:30:00
3 
Other values (6)
11 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique2 ?
Unique (%)3.8%

Sample

1st row12:00:00
2nd row12:00:00
3rd row15:30:00
4th row16:00:00
5th row13:30:00

Common Values

ValueCountFrequency (%)
18:00:00 24
45.3%
16:00:00 6
 
11.3%
12:00:00 5
 
9.4%
15:30:00 4
 
7.5%
13:30:00 3
 
5.7%
11:00:00 3
 
5.7%
16:30:00 2
 
3.8%
15:00:00 2
 
3.8%
11:40:00 2
 
3.8%
11:30:00 1
 
1.9%

Length

2023-12-11T01:54:00.074645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
18:00:00 24
45.3%
16:00:00 6
 
11.3%
12:00:00 5
 
9.4%
15:30:00 4
 
7.5%
13:30:00 3
 
5.7%
11:00:00 3
 
5.7%
16:30:00 2
 
3.8%
15:00:00 2
 
3.8%
11:40:00 2
 
3.8%
11:30:00 1
 
1.9%

요금정보
Categorical

CONSTANT 

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

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 53
100.0%

Length

2023-12-11T01:54:00.202026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:54:00.320626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 53
100.0%

주관기관
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
부산광역시 금정구 금샘도서관
28 
부산광역시 금정구 금정도서관
25 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row부산광역시 금정구 금정도서관
2nd row부산광역시 금정구 금정도서관
3rd row부산광역시 금정구 금정도서관
4th row부산광역시 금정구 금정도서관
5th row부산광역시 금정구 금정도서관

Common Values

ValueCountFrequency (%)
부산광역시 금정구 금샘도서관 28
52.8%
부산광역시 금정구 금정도서관 25
47.2%

Length

2023-12-11T01:54:00.429034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:54:00.551017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산광역시 53
33.3%
금정구 53
33.3%
금샘도서관 28
17.6%
금정도서관 25
15.7%

주최기관
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
부산광역시 금정구 금샘도서관
28 
부산광역시 금정구 금정도서관
25 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row부산광역시 금정구 금정도서관
2nd row부산광역시 금정구 금정도서관
3rd row부산광역시 금정구 금정도서관
4th row부산광역시 금정구 금정도서관
5th row부산광역시 금정구 금정도서관

Common Values

ValueCountFrequency (%)
부산광역시 금정구 금샘도서관 28
52.8%
부산광역시 금정구 금정도서관 25
47.2%

Length

2023-12-11T01:54:00.659701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:54:00.802828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산광역시 53
33.3%
금정구 53
33.3%
금샘도서관 28
17.6%
금정도서관 25
15.7%

객석수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct14
Distinct (%)26.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.358491
Minimum0
Maximum100
Zeros24
Zeros (%)45.3%
Negative0
Negative (%)0.0%
Memory size609.0 B
2023-12-11T01:54:00.927804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median6
Q330
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)30

Descriptive statistics

Standard deviation31.966987
Coefficient of variation (CV)1.4297471
Kurtosis1.085964
Mean22.358491
Median Absolute Deviation (MAD)6
Skewness1.5092106
Sum1185
Variance1021.8882
MonotonicityNot monotonic
2023-12-11T01:54:01.069678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
0 24
45.3%
30 5
 
9.4%
100 4
 
7.5%
15 3
 
5.7%
10 3
 
5.7%
50 3
 
5.7%
6 3
 
5.7%
90 2
 
3.8%
20 1
 
1.9%
40 1
 
1.9%
Other values (4) 4
 
7.5%
ValueCountFrequency (%)
0 24
45.3%
6 3
 
5.7%
10 3
 
5.7%
14 1
 
1.9%
15 3
 
5.7%
20 1
 
1.9%
23 1
 
1.9%
30 5
 
9.4%
35 1
 
1.9%
40 1
 
1.9%
ValueCountFrequency (%)
100 4
7.5%
90 2
 
3.8%
80 1
 
1.9%
50 3
5.7%
40 1
 
1.9%
35 1
 
1.9%
30 5
9.4%
23 1
 
1.9%
20 1
 
1.9%
15 3
5.7%

입장연령
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Memory size556.0 B
전체
40 
초등
5 
중고등
5 
유아
 
2
일반
 
1

Length

Max length3
Median length2
Mean length2.0943396
Min length2

Unique

Unique1 ?
Unique (%)1.9%

Sample

1st row전체
2nd row초등
3rd row전체
4th row전체
5th row전체

Common Values

ValueCountFrequency (%)
전체 40
75.5%
초등 5
 
9.4%
중고등 5
 
9.4%
유아 2
 
3.8%
일반 1
 
1.9%

Length

2023-12-11T01:54:01.203983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:54:01.350157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전체 40
75.5%
초등 5
 
9.4%
중고등 5
 
9.4%
유아 2
 
3.8%
일반 1
 
1.9%

홈페이지주소
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
https://www.geumjeong.go.kr/gslib
28 
http://library.geumjeong.go.kr
25 

Length

Max length33
Median length33
Mean length31.584906
Min length30

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttp://library.geumjeong.go.kr
2nd rowhttp://library.geumjeong.go.kr
3rd rowhttp://library.geumjeong.go.kr
4th rowhttp://library.geumjeong.go.kr
5th rowhttp://library.geumjeong.go.kr

Common Values

ValueCountFrequency (%)
https://www.geumjeong.go.kr/gslib 28
52.8%
http://library.geumjeong.go.kr 25
47.2%

Length

2023-12-11T01:54:01.505776image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:54:01.662086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
https://www.geumjeong.go.kr/gslib 28
52.8%
http://library.geumjeong.go.kr 25
47.2%

주차장보유여부
Boolean

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size185.0 B
True
53 
ValueCountFrequency (%)
True 53
100.0%
2023-12-11T01:54:01.815823image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

소재지도로명주소
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
부산광역시 금정구 기찰로 94
28 
부산광역시 금정구 금정도서관로 33
25 

Length

Max length19
Median length16
Mean length17.415094
Min length16

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row부산광역시 금정구 금정도서관로 33
2nd row부산광역시 금정구 금정도서관로 33
3rd row부산광역시 금정구 금정도서관로 33
4th row부산광역시 금정구 금정도서관로 33
5th row부산광역시 금정구 금정도서관로 33

Common Values

ValueCountFrequency (%)
부산광역시 금정구 기찰로 94 28
52.8%
부산광역시 금정구 금정도서관로 33 25
47.2%

Length

2023-12-11T01:54:02.274859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:54:02.442487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산광역시 53
25.0%
금정구 53
25.0%
기찰로 28
13.2%
94 28
13.2%
금정도서관로 25
11.8%
33 25
11.8%

위도
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
35.23889788
28 
35.272626
25 

Length

Max length11
Median length11
Mean length10.056604
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row35.272626
2nd row35.272626
3rd row35.272626
4th row35.272626
5th row35.272626

Common Values

ValueCountFrequency (%)
35.23889788 28
52.8%
35.272626 25
47.2%

Length

2023-12-11T01:54:02.614434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:54:02.789732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
35.23889788 28
52.8%
35.272626 25
47.2%

경도
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size556.0 B
129.0941301
28 
129.096192
25 

Length

Max length11
Median length11
Mean length10.528302
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row129.096192
2nd row129.096192
3rd row129.096192
4th row129.096192
5th row129.096192

Common Values

ValueCountFrequency (%)
129.0941301 28
52.8%
129.096192 25
47.2%

Length

2023-12-11T01:54:02.951856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:54:03.213097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
129.0941301 28
52.8%
129.096192 25
47.2%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size556.0 B
2023-02-21
53 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-02-21
2nd row2023-02-21
3rd row2023-02-21
4th row2023-02-21
5th row2023-02-21

Common Values

ValueCountFrequency (%)
2023-02-21 53
100.0%

Length

2023-12-11T01:54:03.499898image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:54:03.647235image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-02-21 53
100.0%

Interactions

2023-12-11T01:53:56.657735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T01:54:03.760770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행사명장소행사내용행사시작일자행사종료일자행사시작시간행사종료시간주관기관주최기관객석수입장연령홈페이지주소소재지도로명주소위도경도
행사명1.0000.9691.0000.9000.9260.8440.9491.0001.0000.9951.0001.0001.0001.0001.000
장소0.9691.0000.9580.0000.0000.8320.8941.0001.0000.8480.8681.0001.0001.0001.000
행사내용1.0000.9581.0000.9070.8970.9340.9580.9200.9200.9730.9850.9200.9200.9200.920
행사시작일자0.9000.0000.9071.0000.9760.8750.8380.0000.0000.8440.8960.0000.0000.0000.000
행사종료일자0.9260.0000.8970.9761.0000.8100.8030.0000.0000.8670.3960.0000.0000.0000.000
행사시작시간0.8440.8320.9340.8750.8101.0000.8990.0810.0810.8040.5260.0810.0810.0810.081
행사종료시간0.9490.8940.9580.8380.8030.8991.0000.3250.3250.7660.8710.3250.3250.3250.325
주관기관1.0001.0000.9200.0000.0000.0810.3251.0000.9980.4930.2470.9980.9980.9980.998
주최기관1.0001.0000.9200.0000.0000.0810.3250.9981.0000.4930.2470.9980.9980.9980.998
객석수0.9950.8480.9730.8440.8670.8040.7660.4930.4931.0000.6880.4930.4930.4930.493
입장연령1.0000.8680.9850.8960.3960.5260.8710.2470.2470.6881.0000.2470.2470.2470.247
홈페이지주소1.0001.0000.9200.0000.0000.0810.3250.9980.9980.4930.2471.0000.9980.9980.998
소재지도로명주소1.0001.0000.9200.0000.0000.0810.3250.9980.9980.4930.2470.9981.0000.9980.998
위도1.0001.0000.9200.0000.0000.0810.3250.9980.9980.4930.2470.9980.9981.0000.998
경도1.0001.0000.9200.0000.0000.0810.3250.9980.9980.4930.2470.9980.9980.9981.000
2023-12-11T01:54:04.031973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장소주최기관위도입장연령주관기관행사종료일자홈페이지주소경도소재지도로명주소행사시작시간행사시작일자행사종료시간
장소1.0000.7670.7670.5130.7670.0000.7670.7670.7670.4390.0000.487
주최기관0.7671.0000.9610.2900.9610.0000.9610.9610.9610.0670.0000.277
위도0.7670.9611.0000.2900.9610.0000.9610.9610.9610.0670.0000.277
입장연령0.5130.2900.2901.0000.2900.1550.2900.2900.2900.3610.5060.668
주관기관0.7670.9610.9610.2901.0000.0000.9610.9610.9610.0670.0000.277
행사종료일자0.0000.0000.0000.1550.0001.0000.0000.0000.0000.4520.7740.400
홈페이지주소0.7670.9610.9610.2900.9610.0001.0000.9610.9610.0670.0000.277
경도0.7670.9610.9610.2900.9610.0000.9611.0000.9610.0670.0000.277
소재지도로명주소0.7670.9610.9610.2900.9610.0000.9610.9611.0000.0670.0000.277
행사시작시간0.4390.0670.0670.3610.0670.4520.0670.0670.0671.0000.5240.704
행사시작일자0.0000.0000.0000.5060.0000.7740.0000.0000.0000.5241.0000.434
행사종료시간0.4870.2770.2770.6680.2770.4000.2770.2770.2770.7040.4341.000
2023-12-11T01:54:04.295840image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
객석수장소행사시작일자행사종료일자행사시작시간행사종료시간주관기관주최기관입장연령홈페이지주소소재지도로명주소위도경도
객석수1.0000.3700.4580.5050.5790.4570.2680.2680.3470.2680.2680.2680.268
장소0.3701.0000.0000.0000.4390.4870.7670.7670.5130.7670.7670.7670.767
행사시작일자0.4580.0001.0000.7740.5240.4340.0000.0000.5060.0000.0000.0000.000
행사종료일자0.5050.0000.7741.0000.4520.4000.0000.0000.1550.0000.0000.0000.000
행사시작시간0.5790.4390.5240.4521.0000.7040.0670.0670.3610.0670.0670.0670.067
행사종료시간0.4570.4870.4340.4000.7041.0000.2770.2770.6680.2770.2770.2770.277
주관기관0.2680.7670.0000.0000.0670.2771.0000.9610.2900.9610.9610.9610.961
주최기관0.2680.7670.0000.0000.0670.2770.9611.0000.2900.9610.9610.9610.961
입장연령0.3470.5130.5060.1550.3610.6680.2900.2901.0000.2900.2900.2900.290
홈페이지주소0.2680.7670.0000.0000.0670.2770.9610.9610.2901.0000.9610.9610.961
소재지도로명주소0.2680.7670.0000.0000.0670.2770.9610.9610.2900.9611.0000.9610.961
위도0.2680.7670.0000.0000.0670.2770.9610.9610.2900.9610.9611.0000.961
경도0.2680.7670.0000.0000.0670.2770.9610.9610.2900.9610.9610.9611.000

Missing values

2023-12-11T01:53:56.781464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:53:57.037612image/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

행사명장소행사내용행사시작일자행사종료일자행사시작시간행사종료시간요금정보주관기관주최기관객석수입장연령홈페이지주소주차장보유여부소재지도로명주소위도경도데이터기준일자
0범 내려온다: 임인년, 호랑이에 관한 그림 이야기금정도서관 문화교실금多방 강좌2022-04-272022-04-2710:00:0012:00:00무료부산광역시 금정구 금정도서관부산광역시 금정구 금정도서관30전체http://library.geumjeong.go.krY부산광역시 금정구 금정도서관로 3335.272626129.0961922023-02-21
1호랑이 꼬리와 호미이야기온라인강좌어린이 특강2022-04-232022-04-2310:00:0012:00:00무료부산광역시 금정구 금정도서관부산광역시 금정구 금정도서관15초등http://library.geumjeong.go.krY부산광역시 금정구 금정도서관로 3335.272626129.0961922023-02-21
2세계을 읽다, 태국금정도서관 문화교실다문화 인문특강2022-04-082022-04-2914:00:0015:30:00무료부산광역시 금정구 금정도서관부산광역시 금정구 금정도서관30전체http://library.geumjeong.go.krY부산광역시 금정구 금정도서관로 3335.272626129.0961922023-02-21
3호랑이 기운 받으세호~금정도서관 1층로비캘리그라피 체험2022-04-162022-04-1614:00:0016:00:00무료부산광역시 금정구 금정도서관부산광역시 금정구 금정도서관20전체http://library.geumjeong.go.krY부산광역시 금정구 금정도서관로 3335.272626129.0961922023-02-21
4호랑이 민화 족자 만들기금정도서관 1층로비만들기 교실2022-04-172022-04-1710:30:0013:30:00무료부산광역시 금정구 금정도서관부산광역시 금정구 금정도서관40전체http://library.geumjeong.go.krY부산광역시 금정구 금정도서관로 3335.272626129.0961922023-02-21
5오늘은 내가 도서관 사서금정도서관 배움터, 자료실명예사서 체험2022-04-172022-04-1710:00:0011:30:00무료부산광역시 금정구 금정도서관부산광역시 금정구 금정도서관10초등http://library.geumjeong.go.krY부산광역시 금정구 금정도서관로 3335.272626129.0961922023-02-21
6책으로 마음을 나눠요금정도서관 1층로비도서교환전2022-04-172022-04-1710:00:0016:00:00무료부산광역시 금정구 금정도서관부산광역시 금정구 금정도서관0전체http://library.geumjeong.go.krY부산광역시 금정구 금정도서관로 3335.272626129.0961922023-02-21
7어흥! 호랑이 기운이 쑥쑥! 작가들의 도서 전시금정도서관 종합자료실도서전시2022-04-012022-04-309:00:0018:00:00무료부산광역시 금정구 금정도서관부산광역시 금정구 금정도서관0전체http://library.geumjeong.go.krY부산광역시 금정구 금정도서관로 3335.272626129.0961922023-02-21
8인절미 시집가는 날금정도서관 1층로비그림책 아트프린팅 전시2022-04-012022-04-269:00:0018:00:00무료부산광역시 금정구 금정도서관부산광역시 금정구 금정도서관0전체http://library.geumjeong.go.krY부산광역시 금정구 금정도서관로 3335.272626129.0961922023-02-21
9도서관으로 놀러오세요!금정도서관 어린이자료실테마도서 전시2022-04-012022-04-309:00:0018:00:00무료부산광역시 금정구 금정도서관부산광역시 금정구 금정도서관0전체http://library.geumjeong.go.krY부산광역시 금정구 금정도서관로 3335.272626129.0961922023-02-21
행사명장소행사내용행사시작일자행사종료일자행사시작시간행사종료시간요금정보주관기관주최기관객석수입장연령홈페이지주소주차장보유여부소재지도로명주소위도경도데이터기준일자
43꿀꺽! 우주를 삼킨 램프문화교실1체험특강2022-09-252022-09-2514:00:0015:30:00무료부산광역시 금정구 금샘도서관부산광역시 금정구 금샘도서관15초등https://www.geumjeong.go.kr/gslibY부산광역시 금정구 기찰로 9435.238898129.094132023-02-21
44동화같은 하루1층 로비캘리그라피 체험2022-09-032022-09-0314:00:0016:00:00무료부산광역시 금정구 금샘도서관부산광역시 금정구 금샘도서관50전체https://www.geumjeong.go.kr/gslibY부산광역시 금정구 기찰로 9435.238898129.094132023-02-21
45유스리포터(Youth reporter)문화교실3청소년 일일 SNS 기자단2022-09-032022-09-0310:00:0011:00:00무료부산광역시 금정구 금샘도서관부산광역시 금정구 금샘도서관10중고등https://www.geumjeong.go.kr/gslibY부산광역시 금정구 기찰로 9435.238898129.094132023-02-21
46체험형 동화구연 VR어린이문화교실어린이 동화구연2022-09-032022-09-2410:00:0011:40:00무료부산광역시 금정구 금샘도서관부산광역시 금정구 금샘도서관6유아https://www.geumjeong.go.kr/gslibY부산광역시 금정구 기찰로 9435.238898129.094132023-02-21
47좋은 도서 있으면 소개시켜줘~종합자료실 및 도서관 홈페이지이용자 추천도서2022-09-012022-09-309:00:0018:00:00무료부산광역시 금정구 금샘도서관부산광역시 금정구 금샘도서관0전체https://www.geumjeong.go.kr/gslibY부산광역시 금정구 기찰로 9435.238898129.094132023-02-21
48돌아와요, 도서관에어린이자료실, 종합자료실연체회원 대출정지 해제2022-09-012022-09-309:00:0018:00:00무료부산광역시 금정구 금샘도서관부산광역시 금정구 금샘도서관0전체https://www.geumjeong.go.kr/gslibY부산광역시 금정구 기찰로 9435.238898129.094132023-02-21
49갤러리, 동화를 입다금샘갤러리기획전시2022-09-132022-09-309:00:0018:00:00무료부산광역시 금정구 금샘도서관부산광역시 금정구 금샘도서관0전체https://www.geumjeong.go.kr/gslibY부산광역시 금정구 기찰로 9435.238898129.094132023-02-21
50책이 귀빠진 날종합자료실북큐레이션 및 도서목록 배부2022-09-012022-09-309:00:0018:00:00무료부산광역시 금정구 금샘도서관부산광역시 금정구 금샘도서관0전체https://www.geumjeong.go.kr/gslibY부산광역시 금정구 기찰로 9435.238898129.094132023-02-21
51예술이 수리수리도서관 홈페이지북큐레이션 및 도서목록 배부2022-09-012022-09-309:00:0018:00:00무료부산광역시 금정구 금샘도서관부산광역시 금정구 금샘도서관0전체https://www.geumjeong.go.kr/gslibY부산광역시 금정구 기찰로 9435.238898129.094132023-02-21
52사노 요코 작가전어린이자료실북큐레이션 및 도서목록 배부2022-09-012022-09-309:00:0018:00:00무료부산광역시 금정구 금샘도서관부산광역시 금정구 금샘도서관0전체https://www.geumjeong.go.kr/gslibY부산광역시 금정구 기찰로 9435.238898129.094132023-02-21