Overview

Dataset statistics

Number of variables13
Number of observations99
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.4 KiB
Average record size in memory107.3 B

Variable types

Numeric2
Categorical8
Text2
DateTime1

Dataset

Description광주광역시 광산구 주민자치(문화여가) 프로그램 현황 정보(프로그램, 주소, 대상, 평균참여 수, 운영횟수, 운영시간, 장소 등)을 제공합니다.
Author광주광역시 광산구
URLhttps://www.data.go.kr/data/15087001/fileData.do

Alerts

수강료 has constant value ""Constant
데이터기준일자 has constant value ""Constant
장 소 is highly overall correlated with 연번 and 3 other fieldsHigh correlation
주소 is highly overall correlated with 연번 and 3 other fieldsHigh correlation
연번 is highly overall correlated with 동명 and 2 other fieldsHigh correlation
동명 is highly overall correlated with 연번 and 2 other fieldsHigh correlation
대상 is highly overall correlated with 종류High correlation
강사유형 is highly overall correlated with 주소 and 1 other fieldsHigh correlation
종류 is highly overall correlated with 대상High correlation
대상 is highly imbalanced (57.4%)Imbalance
강사유형 is highly imbalanced (59.5%)Imbalance
종류 is highly imbalanced (50.2%)Imbalance
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 11:36:54.736443
Analysis finished2023-12-12 11:36:58.117734
Duration3.38 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct99
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean50
Minimum1
Maximum99
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1023.0 B
2023-12-12T20:36:58.270206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.9
Q125.5
median50
Q374.5
95-th percentile94.1
Maximum99
Range98
Interquartile range (IQR)49

Descriptive statistics

Standard deviation28.722813
Coefficient of variation (CV)0.57445626
Kurtosis-1.2
Mean50
Median Absolute Deviation (MAD)25
Skewness0
Sum4950
Variance825
MonotonicityStrictly increasing
2023-12-12T20:36:58.540673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.0%
64 1
 
1.0%
74 1
 
1.0%
73 1
 
1.0%
72 1
 
1.0%
71 1
 
1.0%
70 1
 
1.0%
69 1
 
1.0%
68 1
 
1.0%
67 1
 
1.0%
Other values (89) 89
89.9%
ValueCountFrequency (%)
1 1
1.0%
2 1
1.0%
3 1
1.0%
4 1
1.0%
5 1
1.0%
6 1
1.0%
7 1
1.0%
8 1
1.0%
9 1
1.0%
10 1
1.0%
ValueCountFrequency (%)
99 1
1.0%
98 1
1.0%
97 1
1.0%
96 1
1.0%
95 1
1.0%
94 1
1.0%
93 1
1.0%
92 1
1.0%
91 1
1.0%
90 1
1.0%

동명
Categorical

HIGH CORRELATION 

Distinct21
Distinct (%)21.2%
Missing0
Missing (%)0.0%
Memory size924.0 B
수완동
14 
운남동
9 
첨단2동
7 
하남동
7 
신창동
7 
Other values (16)
55 

Length

Max length4
Median length3
Mean length3.2727273
Min length3

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row송정1동
2nd row송정1동
3rd row송정2동
4th row송정2동
5th row송정2동

Common Values

ValueCountFrequency (%)
수완동 14
14.1%
운남동 9
 
9.1%
첨단2동 7
 
7.1%
하남동 7
 
7.1%
신창동 7
 
7.1%
월곡2동 6
 
6.1%
신흥동 5
 
5.1%
어룡동 5
 
5.1%
월곡1동 5
 
5.1%
임곡동 4
 
4.0%
Other values (11) 30
30.3%

Length

2023-12-12T20:36:58.789207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
수완동 14
14.0%
운남동 9
 
9.0%
첨단2동 7
 
7.0%
하남동 7
 
7.0%
신창동 7
 
7.0%
월곡2동 6
 
6.0%
신흥동 5
 
5.0%
어룡동 5
 
5.0%
월곡1동 5
 
5.0%
우산동 4
 
4.0%
Other values (12) 31
31.0%

프로그램
Text

Distinct86
Distinct (%)86.9%
Missing0
Missing (%)0.0%
Memory size924.0 B
2023-12-12T20:36:59.207463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length11
Mean length7.2222222
Min length2

Characters and Unicode

Total characters715
Distinct characters185
Distinct categories7 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique77 ?
Unique (%)77.8%

Sample

1st row우리동네 가수왕 교실
2nd row기타리스트 밴드교실
3rd row신명나는 노래교실
4th row힐링 요가교실
5th row차차차 스포츠댄스교실
ValueCountFrequency (%)
노래교실 7
 
5.0%
교실 6
 
4.3%
웰빙요가교실 3
 
2.1%
배드민턴 3
 
2.1%
밸리댄스 3
 
2.1%
실버건강체조 2
 
1.4%
어린이 2
 
1.4%
방송댄스 2
 
1.4%
요가교실 2
 
1.4%
신나는 2
 
1.4%
Other values (103) 108
77.1%
2023-12-12T20:36:59.866887image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
실 56
 
7.8%
교 54
 
7.6%
42
 
5.9%
가 24
 
3.4%
스 19
 
2.7%
요 17
 
2.4%
리 15
 
2.1%
( 15
 
2.1%
) 15
 
2.1%
댄 12
 
1.7%
Other values (175) 446
62.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 627
87.7%
Space Separator 42
 
5.9%
Open Punctuation 15
 
2.1%
Close Punctuation 15
 
2.1%
Uppercase Letter 11
 
1.5%
Other Punctuation 3
 
0.4%
Lowercase Letter 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
실 56
 
8.9%
교 54
 
8.6%
가 24
 
3.8%
스 19
 
3.0%
요 17
 
2.7%
리 15
 
2.4%
댄 12
 
1.9%
어 10
 
1.6%
이 9
 
1.4%
래 8
 
1.3%
Other values (165) 403
64.3%
Uppercase Letter
ValueCountFrequency (%)
P 6
54.5%
O 3
27.3%
B 1
 
9.1%
A 1
 
9.1%
Lowercase Letter
ValueCountFrequency (%)
c 1
50.0%
f 1
50.0%
Space Separator
ValueCountFrequency (%)
42
100.0%
Open Punctuation
ValueCountFrequency (%)
( 15
100.0%
Close Punctuation
ValueCountFrequency (%)
) 15
100.0%
Other Punctuation
ValueCountFrequency (%)
＆ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 626
87.6%
Common 75
 
10.5%
Latin 13
 
1.8%
Han 1
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
실 56
 
8.9%
교 54
 
8.6%
가 24
 
3.8%
스 19
 
3.0%
요 17
 
2.7%
리 15
 
2.4%
댄 12
 
1.9%
어 10
 
1.6%
이 9
 
1.4%
래 8
 
1.3%
Other values (164) 402
64.2%
Latin
ValueCountFrequency (%)
P 6
46.2%
O 3
23.1%
B 1
 
7.7%
A 1
 
7.7%
c 1
 
7.7%
f 1
 
7.7%
Common
ValueCountFrequency (%)
42
56.0%
( 15
 
20.0%
) 15
 
20.0%
＆ 3
 
4.0%
Han
ValueCountFrequency (%)
興 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 626
87.6%
ASCII 85
 
11.9%
None 3
 
0.4%
CJK 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
실 56
 
8.9%
교 54
 
8.6%
가 24
 
3.8%
스 19
 
3.0%
요 17
 
2.7%
리 15
 
2.4%
댄 12
 
1.9%
어 10
 
1.6%
이 9
 
1.4%
래 8
 
1.3%
Other values (164) 402
64.2%
ASCII
ValueCountFrequency (%)
42
49.4%
( 15
 
17.6%
) 15
 
17.6%
P 6
 
7.1%
O 3
 
3.5%
B 1
 
1.2%
A 1
 
1.2%
c 1
 
1.2%
f 1
 
1.2%
None
ValueCountFrequency (%)
＆ 3
100.0%
CJK
ValueCountFrequency (%)
興 1
100.0%

주소
Categorical

HIGH CORRELATION 

Distinct41
Distinct (%)41.4%
Missing0
Missing (%)0.0%
Memory size924.0 B
광주광역시 광산구 장덕로 158
13 
광주광역시 광산구 목련로219번길 25
9 
광주광역시 광산구 하남대로54번길 15
7 
광주광역시 광산구 왕버들로 291
7 
광주광역시 광산구 산정공원로72번길 21-12
6 
Other values (36)
57 

Length

Max length26
Median length25
Mean length19.585859
Min length15

Unique

Unique24 ?
Unique (%)24.2%

Sample

1st row광주광역시 광산구 송정로 70
2nd row광주광역시 광산구 송정로 70
3rd row광주광역시 광산구 광산로19번길 26 3층
4th row광주광역시 광산구 광산로19번길 26 3층
5th row광주광역시 광산구 광산로19번길 26 3층

Common Values

ValueCountFrequency (%)
광주광역시 광산구 장덕로 158 13
 
13.1%
광주광역시 광산구 목련로219번길 25 9
 
9.1%
광주광역시 광산구 하남대로54번길 15 7
 
7.1%
광주광역시 광산구 왕버들로 291 7
 
7.1%
광주광역시 광산구 산정공원로72번길 21-12 6
 
6.1%
광주광역시 광산구 첨단중앙로124번길 24 5
 
5.1%
광주광역시 광산구 우산로85번길 25 4
 
4.0%
광주광역시 광산구 용진로 379 3
 
3.0%
광주광역시 광산구 신흥동안길 9 3
 
3.0%
광주광역시 광산구 신가번영로47번길 9 3
 
3.0%
Other values (31) 39
39.4%

Length

2023-12-12T20:37:00.137666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
광주광역시 99
24.7%
광산구 99
24.7%
장덕로 13
 
3.2%
158 13
 
3.2%
25 13
 
3.2%
목련로219번길 9
 
2.2%
9 7
 
1.7%
하남대로54번길 7
 
1.7%
15 7
 
1.7%
왕버들로 7
 
1.7%
Other values (65) 127
31.7%

대상
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct12
Distinct (%)12.1%
Missing0
Missing (%)0.0%
Memory size924.0 B
일반주민
76 
초등학생
 
5
성인
 
4
주부
 
3
노인
 
2
Other values (7)
9 

Length

Max length14
Median length4
Mean length4.1010101
Min length2

Unique

Unique5 ?
Unique (%)5.1%

Sample

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

Common Values

ValueCountFrequency (%)
일반주민 76
76.8%
초등학생 5
 
5.1%
성인 4
 
4.0%
주부 3
 
3.0%
노인 2
 
2.0%
청소년/성인 2
 
2.0%
성인/청소년 2
 
2.0%
학생 1
 
1.0%
초등학생 중학생 1
 
1.0%
다문화가정 자녀이주민 자녀 1
 
1.0%
Other values (2) 2
 
2.0%

Length

2023-12-12T20:37:00.354543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
일반주민 76
73.1%
초등학생 7
 
6.7%
성인 4
 
3.8%
주부 3
 
2.9%
노인 2
 
1.9%
청소년/성인 2
 
1.9%
성인/청소년 2
 
1.9%
학생 1
 
1.0%
중학생 1
 
1.0%
다문화가정 1
 
1.0%
Other values (5) 5
 
4.8%

평균참여
Real number (ℝ)

Distinct11
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.414141
Minimum10
Maximum60
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1023.0 B
2023-12-12T20:37:00.545004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile15
Q120
median20
Q330
95-th percentile40
Maximum60
Range50
Interquartile range (IQR)10

Descriptive statistics

Standard deviation8.2474611
Coefficient of variation (CV)0.35224273
Kurtosis3.310274
Mean23.414141
Median Absolute Deviation (MAD)5
Skewness1.582264
Sum2318
Variance68.020614
MonotonicityNot monotonic
2023-12-12T20:37:00.754532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
20 46
46.5%
30 18
 
18.2%
15 16
 
16.2%
40 8
 
8.1%
25 5
 
5.1%
44 1
 
1.0%
23 1
 
1.0%
60 1
 
1.0%
17 1
 
1.0%
10 1
 
1.0%
ValueCountFrequency (%)
10 1
 
1.0%
15 16
 
16.2%
17 1
 
1.0%
19 1
 
1.0%
20 46
46.5%
23 1
 
1.0%
25 5
 
5.1%
30 18
 
18.2%
40 8
 
8.1%
44 1
 
1.0%
ValueCountFrequency (%)
60 1
 
1.0%
44 1
 
1.0%
40 8
 
8.1%
30 18
 
18.2%
25 5
 
5.1%
23 1
 
1.0%
20 46
46.5%
19 1
 
1.0%
17 1
 
1.0%
15 16
 
16.2%

운영횟수
Categorical

Distinct5
Distinct (%)5.1%
Missing0
Missing (%)0.0%
Memory size924.0 B
주1회
48 
주2회
32 
주3회
15 
주5회
 
3
주4회
 
1

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row주1회
2nd row주2회
3rd row주1회
4th row주2회
5th row주2회

Common Values

ValueCountFrequency (%)
주1회 48
48.5%
주2회 32
32.3%
주3회 15
 
15.2%
주5회 3
 
3.0%
주4회 1
 
1.0%

Length

2023-12-12T20:37:00.960576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T20:37:01.137364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
주1회 48
48.5%
주2회 32
32.3%
주3회 15
 
15.2%
주5회 3
 
3.0%
주4회 1
 
1.0%

운영시간
Text

Distinct87
Distinct (%)87.9%
Missing0
Missing (%)0.0%
Memory size924.0 B
2023-12-12T20:37:01.541745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length28
Median length26
Mean length15.353535
Min length13

Characters and Unicode

Total characters1520
Distinct characters22
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique77 ?
Unique (%)77.8%

Sample

1st row월 14:00-16:00
2nd row월 수 14:00~15:30
3rd row월 14:00-16:00
4th row화 목 19:30~21:30
5th row월 금 19:00~20:30
ValueCountFrequency (%)
수 36
13.6%
월 34
12.8%
화 30
 
11.3%
금 29
 
10.9%
목 24
 
9.1%
10:00~12:00 13
 
4.9%
10:00-12:00 6
 
2.3%
09:30~12:30 5
 
1.9%
16:00~18:00 5
 
1.9%
14:00-16:00 4
 
1.5%
Other values (64) 79
29.8%
2023-12-12T20:37:02.370795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 405
26.6%
1 215
14.1%
: 210
13.8%
197
13.0%
~ 82
 
5.4%
3 64
 
4.2%
2 58
 
3.8%
수 38
 
2.5%
월 35
 
2.3%
화 31
 
2.0%
Other values (12) 185
12.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 840
55.3%
Other Punctuation 210
 
13.8%
Space Separator 197
 
13.0%
Other Letter 167
 
11.0%
Math Symbol 82
 
5.4%
Dash Punctuation 24
 
1.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 405
48.2%
1 215
25.6%
3 64
 
7.6%
2 58
 
6.9%
4 24
 
2.9%
9 23
 
2.7%
6 22
 
2.6%
5 15
 
1.8%
8 7
 
0.8%
7 7
 
0.8%
Other Letter
ValueCountFrequency (%)
수 38
22.8%
월 35
21.0%
화 31
18.6%
금 31
18.6%
목 26
15.6%
토 4
 
2.4%
매 1
 
0.6%
일 1
 
0.6%
Other Punctuation
ValueCountFrequency (%)
: 210
100.0%
Space Separator
ValueCountFrequency (%)
197
100.0%
Math Symbol
ValueCountFrequency (%)
~ 82
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 24
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1353
89.0%
Hangul 167
 
11.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 405
29.9%
1 215
15.9%
: 210
15.5%
197
14.6%
~ 82
 
6.1%
3 64
 
4.7%
2 58
 
4.3%
4 24
 
1.8%
- 24
 
1.8%
9 23
 
1.7%
Other values (4) 51
 
3.8%
Hangul
ValueCountFrequency (%)
수 38
22.8%
월 35
21.0%
화 31
18.6%
금 31
18.6%
목 26
15.6%
토 4
 
2.4%
매 1
 
0.6%
일 1
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1353
89.0%
Hangul 167
 
11.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 405
29.9%
1 215
15.9%
: 210
15.5%
197
14.6%
~ 82
 
6.1%
3 64
 
4.7%
2 58
 
4.3%
4 24
 
1.8%
- 24
 
1.8%
9 23
 
1.7%
Other values (4) 51
 
3.8%
Hangul
ValueCountFrequency (%)
수 38
22.8%
월 35
21.0%
화 31
18.6%
금 31
18.6%
목 26
15.6%
토 4
 
2.4%
매 1
 
0.6%
일 1
 
0.6%

장 소
Categorical

HIGH CORRELATION 

Distinct48
Distinct (%)48.5%
Missing0
Missing (%)0.0%
Memory size924.0 B
수완동주민센터 4층
9 
신창동주민센터 3층
 
6
월곡2동주민센터 2층
 
6
운남동주민센터 3층
 
6
첨단2동주민센터 3층
 
5
Other values (43)
67 

Length

Max length15
Median length10
Mean length10.070707
Min length5

Unique

Unique29 ?
Unique (%)29.3%

Sample

1st row송정1동주민센터 2층
2nd row송정1동주민센터 2층
3rd row송정2동 주민자치센터
4th row송정2동 주민자치센터
5th row송정2동 주민자치센터

Common Values

ValueCountFrequency (%)
수완동주민센터 4층 9
 
9.1%
신창동주민센터 3층 6
 
6.1%
월곡2동주민센터 2층 6
 
6.1%
운남동주민센터 3층 6
 
6.1%
첨단2동주민센터 3층 5
 
5.1%
수완동주민센터 2층 4
 
4.0%
하남동주민센터 3층 4
 
4.0%
하남동주민센터 2층 3
 
3.0%
하일교회 문화센터 3
 
3.0%
운남동주민센터 2층 3
 
3.0%
Other values (38) 50
50.5%

Length

2023-12-12T20:37:02.749751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2층 34
17.5%
3층 27
 
13.9%
수완동주민센터 13
 
6.7%
운남동주민센터 9
 
4.6%
4층 9
 
4.6%
신창동주민센터 7
 
3.6%
하남동주민센터 7
 
3.6%
월곡2동주민센터 6
 
3.1%
첨단2동주민센터 5
 
2.6%
우산동주민센터 4
 
2.1%
Other values (51) 73
37.6%

수강료
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size924.0 B
무료
99 

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 99
100.0%

Length

2023-12-12T20:37:02.990378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T20:37:03.181915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 99
100.0%

강사유형
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size924.0 B
자원봉사자
91 
강사(B급)
 
8

Length

Max length6
Median length5
Mean length5.0808081
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
자원봉사자 91
91.9%
강사(B급) 8
 
8.1%

Length

2023-12-12T20:37:03.403555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T20:37:03.604829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자원봉사자 91
91.9%
강사(b급 8
 
8.1%

종류
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size924.0 B
문화여가
80 
시민교육
9 
지역복지
 
6
토요에듀
 
4

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
문화여가 80
80.8%
시민교육 9
 
9.1%
지역복지 6
 
6.1%
토요에듀 4
 
4.0%

Length

2023-12-12T20:37:03.807221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T20:37:03.993938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화여가 80
80.8%
시민교육 9
 
9.1%
지역복지 6
 
6.1%
토요에듀 4
 
4.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size924.0 B
Minimum2016-12-31 00:00:00
Maximum2016-12-31 00:00:00
2023-12-12T20:37:04.176911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T20:37:04.361986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T20:36:57.290291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T20:36:56.981998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T20:36:57.429865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T20:36:57.145310image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T20:37:05.039217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번동명프로그램주소대상평균참여운영횟수운영시간장 소강사유형종류
연번1.0000.9810.6420.9840.4990.2760.4550.8800.9830.4170.148
동명0.9811.0000.0001.0000.0000.6170.5710.9121.0000.5180.203
프로그램0.6420.0001.0000.0000.9680.0000.9530.9830.0000.0000.983
주소0.9841.0000.0001.0000.0000.6620.7990.9131.0000.7730.782
대상0.4990.0000.9680.0001.0000.3610.3710.0000.0000.5180.948
평균참여0.2760.6170.0000.6620.3611.0000.6820.9100.6720.3380.481
운영횟수0.4550.5710.9530.7990.3710.6821.0000.9650.8360.2840.024
운영시간0.8800.9120.9830.9130.0000.9100.9651.0000.9340.5730.786
장 소0.9831.0000.0001.0000.0000.6720.8360.9341.0000.8300.833
강사유형0.4170.5180.0000.7730.5180.3380.2840.5730.8301.0000.435
종류0.1480.2030.9830.7820.9480.4810.0240.7860.8330.4351.000
2023-12-12T20:37:05.303259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장 소종류대상강사유형운영횟수동명주소
장 소1.0000.4030.0000.5010.4150.8090.938
종류0.4031.0000.6820.2890.0000.0890.405
대상0.0000.6821.0000.3810.2040.0000.000
강사유형0.5010.2890.3811.0000.3410.4080.516
운영횟수0.4150.0000.2040.3411.0000.2910.404
동명0.8090.0890.0000.4080.2911.0000.862
주소0.9380.4050.0000.5160.4040.8621.000
2023-12-12T20:37:05.517067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번평균참여동명주소대상운영횟수장 소강사유형종류
연번1.0000.0300.8400.7150.2260.1770.6640.3080.165
평균참여0.0301.0000.2930.3090.1900.4890.2510.2350.185
동명0.8400.2931.0000.8620.0000.2910.8090.4080.089
주소0.7150.3090.8621.0000.0000.4040.9380.5160.405
대상0.2260.1900.0000.0001.0000.2040.0000.3810.682
운영횟수0.1770.4890.2910.4040.2041.0000.4150.3410.000
장 소0.6640.2510.8090.9380.0000.4151.0000.5010.403
강사유형0.3080.2350.4080.5160.3810.3410.5011.0000.289
종류0.1650.1850.0890.4050.6820.0000.4030.2891.000

Missing values

2023-12-12T20:36:57.653804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T20:36:57.985003image/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

연번동명프로그램주소대상평균참여운영횟수운영시간장 소수강료강사유형종류데이터기준일자
01송정1동우리동네 가수왕 교실광주광역시 광산구 송정로 70일반주민25주1회월 14:00-16:00송정1동주민센터 2층무료자원봉사자문화여가2016-12-31
12송정1동기타리스트 밴드교실광주광역시 광산구 송정로 70일반주민20주2회월 수 14:00~15:30송정1동주민센터 2층무료자원봉사자문화여가2016-12-31
23송정2동신명나는 노래교실광주광역시 광산구 광산로19번길 26 3층일반주민20주1회월 14:00-16:00송정2동 주민자치센터무료자원봉사자문화여가2016-12-31
34송정2동힐링 요가교실광주광역시 광산구 광산로19번길 26 3층일반주민30주2회화 목 19:30~21:30송정2동 주민자치센터무료자원봉사자문화여가2016-12-31
45송정2동차차차 스포츠댄스교실광주광역시 광산구 광산로19번길 26 3층일반주민30주2회월 금 19:00~20:30송정2동 주민자치센터무료자원봉사자문화여가2016-12-31
56도산동서예교실광주광역시 광산구 도산로 12일반주민15주1회화 10:00-12:00도산동주민센터 2층무료자원봉사자문화여가2016-12-31
67도산동노래교실광주광역시 광산구 도산로 12일반주민30주1회금 14:00-16:00도산동주민센터 2층무료자원봉사자문화여가2016-12-31
78도산동요가교실광주광역시 광산구 황룡동 1-2일반주민20주2회화 목 09:30~11:30선봉스포렉스 생활체육관무료자원봉사자문화여가2016-12-31
89도산동힐링음악교실사물놀이편광주광역시 광산구 도산로12번길 17-51초등학생15주1회금 16:00~18:00아이조아홈스쿨지역아동센터무료자원봉사자지역복지2016-12-31
910신흥동가야금교실광주광역시 광산구 신흥동안길 9일반주민15주1회화 14:00~15:00신흥동주민센터 2층무료자원봉사자문화여가2016-12-31
연번동명프로그램주소대상평균참여운영횟수운영시간장 소수강료강사유형종류데이터기준일자
8990임곡동풍물 모듬북 교실광주광역시 광산구 고봉로 807일반주민20주1회수 19:00-21:00임곡농협 풍물방무료자원봉사자문화여가2016-12-31
9091임곡동문화예술교실광주광역시 광산구 고봉로 788일반주민20주1회목 14:00~17:00임곡동주민센터 2층무료자원봉사자문화여가2016-12-31
9192동곡동서예교실광주광역시 광산구 동곡로 151-56일반주민20주1회목 14:00~16:00동곡동주민센터 2층무료자원봉사자문화여가2016-12-31
9293동곡동배드민턴 교실광주광역시 광산구 동곡로 151-17일반주민20주2회화 목 18:00~20:00동곡초등학교 체육관무료강사(B급)문화여가2016-12-31
9394평 동모듬북교실광주광역시 광산구 평동로 790일반주민20주1회월 12:30~14:30평동주민센터 2층무료강사(B급)문화여가2016-12-31
9495삼도동배드민턴 교실광주광역시 광산구 용진로 9일반주민20주2회화 목 19:00~21:00삼도초등학교 체육관무료자원봉사자문화여가2016-12-31
9596삼도동하하호호 힐링난타광주광역시 광산구 오운로 433-1일반주민15주2회수 금 19:30~21:30삼도동주민센터 2층무료자원봉사자문화여가2016-12-31
9697본량동으라차차태권도광주광역시 광산구 용진로 379관내초등학생17주5회매일 16:30~17:30본량동주민센터 3층무료강사(B급)지역복지2016-12-31
9798본량동신바람 실버건강체조광주광역시 광산구 용진로 379일반주민10주3회월 수 금 14:00-15:30본량동주민센터 3층무료자원봉사자문화여가2016-12-31
9899본량동모듬북과 사물놀이광주광역시 광산구 용진로 379일반주민19주5회월~금 19:00~20:00더하기센터무료강사(B급)문화여가2016-12-31