Overview

Dataset statistics

Number of variables25
Number of observations102
Missing cells289
Missing cells (%)11.3%
Duplicate rows3
Duplicate rows (%)2.9%
Total size in memory20.2 KiB
Average record size in memory203.3 B

Variable types

Categorical12
Text4
Unsupported7
Numeric2

Alerts

Dataset has 3 (2.9%) duplicate rowsDuplicates
유의사항 is highly imbalanced (51.4%)Imbalance
연락처 has 78 (76.5%) missing valuesMissing
객석수 has 54 (52.9%) missing valuesMissing
관람요금 has 71 (69.6%) missing valuesMissing
경도(WGS84좌표) has 40 (39.2%) missing valuesMissing
위도(WGS84좌표) has 40 (39.2%) missing valuesMissing
데이터기준일자 has 5 (4.9%) missing valuesMissing
행사시작일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
행사종료일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
행사시간 is an unsupported type, check if it needs cleaning or further analysisUnsupported
요금정보 is an unsupported type, check if it needs cleaning or further analysisUnsupported
객석수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
관람요금 is an unsupported type, check if it needs cleaning or further analysisUnsupported
데이터기준일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 15:54:23.580386
Analysis finished2023-12-10 15:54:24.413138
Duration0.83 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시군
Categorical

Distinct9
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Memory size948.0 B
부안군
35 
고창군
19 
익산시
16 
남원시
15 
정읍시
5 
Other values (4)
12 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
부안군 35
34.3%
고창군 19
18.6%
익산시 16
15.7%
남원시 15
14.7%
정읍시 5
 
4.9%
장수군 5
 
4.9%
진안군 4
 
3.9%
무주군 2
 
2.0%
임실군 1
 
1.0%

Length

2023-12-11T00:54:24.569027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T00:54:24.801392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부안군 35
34.3%
고창군 19
18.6%
익산시 16
15.7%
남원시 15
14.7%
정읍시 5
 
4.9%
장수군 5
 
4.9%
진안군 4
 
3.9%
무주군 2
 
2.0%
임실군 1
 
1.0%

행사명
Text

Distinct95
Distinct (%)93.1%
Missing0
Missing (%)0.0%
Memory size948.0 B
2023-12-11T00:54:25.296626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length33
Median length15.5
Mean length9.6372549
Min length2

Characters and Unicode

Total characters983
Distinct characters298
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique90 ?
Unique (%)88.2%

Sample

1st row왕자호동
2nd row시월의 낭만콘서트
3rd row익산시민대학
4th row미술은행 소장품 기획전 '엄마의 삶'
5th row서동오페라단 기획연주
ValueCountFrequency (%)
7일간의 4
 
1.8%
문화가 4
 
1.8%
있는 4
 
1.8%
날 4
 
1.8%
뮤지컬 4
 
1.8%
콘서트 4
 
1.8%
공연 4
 
1.8%
이야기 4
 
1.8%
음악회 3
 
1.3%
피터팬 3
 
1.3%
Other values (173) 190
83.3%
2023-12-11T00:54:26.055218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
126
 
12.8%
회 24
 
2.4%
의 16
 
1.6%
화 16
 
1.6%
악 15
 
1.5%
이 14
 
1.4%
연 13
 
1.3%
트 13
 
1.3%
는 13
 
1.3%
기 12
 
1.2%
Other values (288) 721
73.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 804
81.8%
Space Separator 126
 
12.8%
Decimal Number 18
 
1.8%
Lowercase Letter 16
 
1.6%
Uppercase Letter 12
 
1.2%
Other Punctuation 4
 
0.4%
Dash Punctuation 3
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
회 24
 
3.0%
의 16
 
2.0%
화 16
 
2.0%
악 15
 
1.9%
이 14
 
1.7%
연 13
 
1.6%
트 13
 
1.6%
는 13
 
1.6%
기 12
 
1.5%
문 12
 
1.5%
Other values (255) 656
81.6%
Lowercase Letter
ValueCountFrequency (%)
i 3
18.8%
n 2
12.5%
s 2
12.5%
h 1
 
6.2%
o 1
 
6.2%
w 1
 
6.2%
g 1
 
6.2%
u 1
 
6.2%
c 1
 
6.2%
e 1
 
6.2%
Other values (2) 2
12.5%
Uppercase Letter
ValueCountFrequency (%)
S 2
16.7%
B 2
16.7%
K 2
16.7%
M 1
8.3%
I 1
8.3%
Y 1
8.3%
W 1
8.3%
C 1
8.3%
A 1
8.3%
Decimal Number
ValueCountFrequency (%)
7 5
27.8%
6 3
16.7%
4 2
 
11.1%
2 2
 
11.1%
0 2
 
11.1%
1 2
 
11.1%
5 1
 
5.6%
3 1
 
5.6%
Other Punctuation
ValueCountFrequency (%)
, 2
50.0%
' 2
50.0%
Space Separator
ValueCountFrequency (%)
126
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 804
81.8%
Common 151
 
15.4%
Latin 28
 
2.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
회 24
 
3.0%
의 16
 
2.0%
화 16
 
2.0%
악 15
 
1.9%
이 14
 
1.7%
연 13
 
1.6%
트 13
 
1.6%
는 13
 
1.6%
기 12
 
1.5%
문 12
 
1.5%
Other values (255) 656
81.6%
Latin
ValueCountFrequency (%)
i 3
 
10.7%
S 2
 
7.1%
B 2
 
7.1%
K 2
 
7.1%
n 2
 
7.1%
s 2
 
7.1%
h 1
 
3.6%
o 1
 
3.6%
w 1
 
3.6%
g 1
 
3.6%
Other values (11) 11
39.3%
Common
ValueCountFrequency (%)
126
83.4%
7 5
 
3.3%
- 3
 
2.0%
6 3
 
2.0%
4 2
 
1.3%
2 2
 
1.3%
0 2
 
1.3%
1 2
 
1.3%
, 2
 
1.3%
' 2
 
1.3%
Other values (2) 2
 
1.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 804
81.8%
ASCII 179
 
18.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
126
70.4%
7 5
 
2.8%
i 3
 
1.7%
- 3
 
1.7%
6 3
 
1.7%
4 2
 
1.1%
2 2
 
1.1%
0 2
 
1.1%
S 2
 
1.1%
1 2
 
1.1%
Other values (23) 29
 
16.2%
Hangul
ValueCountFrequency (%)
회 24
 
3.0%
의 16
 
2.0%
화 16
 
2.0%
악 15
 
1.9%
이 14
 
1.7%
연 13
 
1.6%
트 13
 
1.6%
는 13
 
1.6%
기 12
 
1.5%
문 12
 
1.5%
Other values (255) 656
81.6%

장소
Categorical

Distinct18
Distinct (%)17.6%
Missing0
Missing (%)0.0%
Memory size948.0 B
부안예술회관
35 
고창문화의전당
19 
춘향문화예술회관
15 
익산예술의전당
12 
진안 문화의집 2층(마이홀)
4 
Other values (13)
17 

Length

Max length16
Median length15
Mean length7.5294118
Min length5

Unique

Unique10 ?
Unique (%)9.8%

Sample

1st row익산예술의전당
2nd row익산예술의전당
3rd row익산예술의전당 분관
4th row익산예술의전당 미술관
5th row익산예술의전당

Common Values

ValueCountFrequency (%)
부안예술회관 35
34.3%
고창문화의전당 19
18.6%
춘향문화예술회관 15
14.7%
익산예술의전당 12
 
11.8%
진안 문화의집 2층(마이홀) 4
 
3.9%
내장산워터파크 3
 
2.9%
익산예술의전당 분관 2
 
2.0%
의암공원 메인무대 2
 
2.0%
장수군 번암체육관 1
 
1.0%
익산예술의전당 미술관 1
 
1.0%
Other values (8) 8
 
7.8%

Length

2023-12-11T00:54:26.295037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
부안예술회관 35
28.7%
고창문화의전당 19
15.6%
익산예술의전당 16
13.1%
춘향문화예술회관 15
12.3%
진안 4
 
3.3%
문화의집 4
 
3.3%
2층(마이홀 4
 
3.3%
내장산워터파크 3
 
2.5%
메인무대 2
 
1.6%
한누리전당 2
 
1.6%
Other values (16) 18
14.8%

소재지도로명주소
Categorical

Distinct14
Distinct (%)13.7%
Missing0
Missing (%)0.0%
Memory size948.0 B
부안군 부안읍 예술회관길 11
35 
고창군 고창읍 모양성로 11
19 
남원시 양림길 43
15 
익산시 동서로 490
13 
진안군 진안읍 대성길 3
4 
Other values (9)
16 

Length

Max length17
Median length16
Mean length13.72549
Min length4

Unique

Unique5 ?
Unique (%)4.9%

Sample

1st row익산시 동서로 490
2nd row익산시 동서로 490
3rd row익산시 선화1로 106
4th row익산시 동서로 490
5th row익산시 동서로 490

Common Values

ValueCountFrequency (%)
부안군 부안읍 예술회관길 11 35
34.3%
고창군 고창읍 모양성로 11 19
18.6%
남원시 양림길 43 15
14.7%
익산시 동서로 490 13
 
12.7%
진안군 진안읍 대성길 3 4
 
3.9%
익산시 선화1로 106 3
 
2.9%
정읍시 내장호반로 37 3
 
2.9%
장수군 장수읍 한누리로 393 3
 
2.9%
무주군 무주읍 한풍루로 346 2
 
2.0%
정읍시 벚꽃로 537 1
 
1.0%
Other values (4) 4
 
3.9%

Length

2023-12-11T00:54:26.511281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
11 54
14.6%
부안군 35
 
9.5%
부안읍 35
 
9.5%
예술회관길 35
 
9.5%
고창군 19
 
5.1%
고창읍 19
 
5.1%
모양성로 19
 
5.1%
익산시 16
 
4.3%
남원시 15
 
4.1%
양림길 15
 
4.1%
Other values (29) 107
29.0%

소재지지번주소
Categorical

Distinct13
Distinct (%)12.7%
Missing0
Missing (%)0.0%
Memory size948.0 B
부안군 부안읍 서외리 455-51
35 
고창군 고창읍 읍내리 188
19 
남원시 어현동 37-69
15 
익산시 어양동 735
13 
전라북도 진안군 진안읍 군하리 143
4 
Other values (8)
16 

Length

Max length22
Median length20
Mean length15.901961
Min length4

Unique

Unique4 ?
Unique (%)3.9%

Sample

1st row익산시 어양동 735
2nd row익산시 어양동 735
3rd row익산시 마동 58
4th row익산시 어양동 735
5th row익산시 어양동 735

Common Values

ValueCountFrequency (%)
부안군 부안읍 서외리 455-51 35
34.3%
고창군 고창읍 읍내리 188 19
18.6%
남원시 어현동 37-69 15
14.7%
익산시 어양동 735 13
 
12.7%
전라북도 진안군 진안읍 군하리 143 4
 
3.9%
장수군 장수읍 두산리 474 4
 
3.9%
익산시 마동 58 3
 
2.9%
전라북도 정읍시 쌍암동 540-2 3
 
2.9%
전라북도 무주군 무주읍 당산리 918-3 2
 
2.0%
전라북도 정읍시 상동 271-9 1
 
1.0%
Other values (3) 3
 
2.9%

Length

2023-12-11T00:54:26.736689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
부안군 35
 
9.2%
455-51 35
 
9.2%
부안읍 35
 
9.2%
서외리 35
 
9.2%
고창군 19
 
5.0%
고창읍 19
 
5.0%
읍내리 19
 
5.0%
188 19
 
5.0%
익산시 16
 
4.2%
남원시 15
 
3.9%
Other values (31) 133
35.0%

행사내용
Text

Distinct59
Distinct (%)58.4%
Missing1
Missing (%)1.0%
Memory size948.0 B
2023-12-11T00:54:27.166645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length13
Mean length5.1485149
Min length2

Characters and Unicode

Total characters520
Distinct characters124
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique39 ?
Unique (%)38.6%

Sample

1st row발레
2nd row음악회
3rd row교육행사
4th row전시
5th row음악회
ValueCountFrequency (%)
공연 25
 
16.9%
연극 7
 
4.7%
클래식 7
 
4.7%
뮤지컬 7
 
4.7%
대관 7
 
4.7%
음악회 5
 
3.4%
연극공연 4
 
2.7%
어린이 4
 
2.7%
뮤지컬공연 3
 
2.0%
대중가요 3
 
2.0%
Other values (58) 76
51.4%
2023-12-11T00:54:27.702790image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
연 56
 
10.8%
48
 
9.2%
공 42
 
8.1%
극 21
 
4.0%
뮤 17
 
3.3%
악 17
 
3.3%
컬 15
 
2.9%
지 15
 
2.9%
대 12
 
2.3%
어 10
 
1.9%
Other values (114) 267
51.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 469
90.2%
Space Separator 48
 
9.2%
Other Punctuation 3
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
연 56
 
11.9%
공 42
 
9.0%
극 21
 
4.5%
뮤 17
 
3.6%
악 17
 
3.6%
컬 15
 
3.2%
지 15
 
3.2%
대 12
 
2.6%
어 10
 
2.1%
회 9
 
1.9%
Other values (112) 255
54.4%
Space Separator
ValueCountFrequency (%)
48
100.0%
Other Punctuation
ValueCountFrequency (%)
, 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 469
90.2%
Common 51
 
9.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
연 56
 
11.9%
공 42
 
9.0%
극 21
 
4.5%
뮤 17
 
3.6%
악 17
 
3.6%
컬 15
 
3.2%
지 15
 
3.2%
대 12
 
2.6%
어 10
 
2.1%
회 9
 
1.9%
Other values (112) 255
54.4%
Common
ValueCountFrequency (%)
48
94.1%
, 3
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 469
90.2%
ASCII 51
 
9.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
연 56
 
11.9%
공 42
 
9.0%
극 21
 
4.5%
뮤 17
 
3.6%
악 17
 
3.6%
컬 15
 
3.2%
지 15
 
3.2%
대 12
 
2.6%
어 10
 
2.1%
회 9
 
1.9%
Other values (112) 255
54.4%
ASCII
ValueCountFrequency (%)
48
94.1%
, 3
 
5.9%

행사시작일자
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size948.0 B

행사종료일자
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size948.0 B

행사시간
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size948.0 B

요금정보
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size948.0 B

주관기관
Text

Distinct66
Distinct (%)64.7%
Missing0
Missing (%)0.0%
Memory size948.0 B
2023-12-11T00:54:28.077835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length14
Mean length8.127451
Min length3

Characters and Unicode

Total characters829
Distinct characters165
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique49 ?
Unique (%)48.0%

Sample

1st row익산시
2nd row(사)대한기자협회 전북협회
3rd row익산시
4th row익산시
5th row서동오페라단
ValueCountFrequency (%)
익산시 9
 
6.3%
한국문화예술회관연합회 9
 
6.3%
연극하는 6
 
4.2%
사람들 6
 
4.2%
무대지기 6
 
4.2%
문화체육관광부 4
 
2.8%
부안군 4
 
2.8%
진안군 4
 
2.8%
문화관광과 4
 
2.8%
대한노인회 3
 
2.1%
Other values (70) 87
61.3%
2023-12-11T00:54:28.675195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
회 44
 
5.3%
41
 
4.9%
문 31
 
3.7%
화 31
 
3.7%
한 21
 
2.5%
예 21
 
2.5%
국 20
 
2.4%
술 19
 
2.3%
부 18
 
2.2%
연 18
 
2.2%
Other values (155) 565
68.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 760
91.7%
Space Separator 41
 
4.9%
Other Punctuation 11
 
1.3%
Uppercase Letter 11
 
1.3%
Close Punctuation 3
 
0.4%
Open Punctuation 3
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
회 44
 
5.8%
문 31
 
4.1%
화 31
 
4.1%
한 21
 
2.8%
예 21
 
2.8%
국 20
 
2.6%
술 19
 
2.5%
부 18
 
2.4%
연 18
 
2.4%
관 17
 
2.2%
Other values (141) 520
68.4%
Uppercase Letter
ValueCountFrequency (%)
C 2
18.2%
J 1
9.1%
Y 1
9.1%
W 1
9.1%
A 1
9.1%
P 1
9.1%
S 1
9.1%
B 1
9.1%
K 1
9.1%
M 1
9.1%
Space Separator
ValueCountFrequency (%)
41
100.0%
Other Punctuation
ValueCountFrequency (%)
, 11
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 760
91.7%
Common 58
 
7.0%
Latin 11
 
1.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
회 44
 
5.8%
문 31
 
4.1%
화 31
 
4.1%
한 21
 
2.8%
예 21
 
2.8%
국 20
 
2.6%
술 19
 
2.5%
부 18
 
2.4%
연 18
 
2.4%
관 17
 
2.2%
Other values (141) 520
68.4%
Latin
ValueCountFrequency (%)
C 2
18.2%
J 1
9.1%
Y 1
9.1%
W 1
9.1%
A 1
9.1%
P 1
9.1%
S 1
9.1%
B 1
9.1%
K 1
9.1%
M 1
9.1%
Common
ValueCountFrequency (%)
41
70.7%
, 11
 
19.0%
) 3
 
5.2%
( 3
 
5.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 760
91.7%
ASCII 69
 
8.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
회 44
 
5.8%
문 31
 
4.1%
화 31
 
4.1%
한 21
 
2.8%
예 21
 
2.8%
국 20
 
2.6%
술 19
 
2.5%
부 18
 
2.4%
연 18
 
2.4%
관 17
 
2.2%
Other values (141) 520
68.4%
ASCII
ValueCountFrequency (%)
41
59.4%
, 11
 
15.9%
) 3
 
4.3%
( 3
 
4.3%
C 2
 
2.9%
J 1
 
1.4%
Y 1
 
1.4%
W 1
 
1.4%
A 1
 
1.4%
P 1
 
1.4%
Other values (4) 4
 
5.8%

주최기관
Categorical

Distinct40
Distinct (%)39.2%
Missing0
Missing (%)0.0%
Memory size948.0 B
고창군청
19 
<NA>
15 
부안군문화체육시설사업소
8 
익산예술의전당
7 
문화융성위원회, 문화체육관광부
5 
Other values (35)
48 

Length

Max length18
Median length16
Mean length7.5784314
Min length3

Unique

Unique27 ?
Unique (%)26.5%

Sample

1st row익산예술의전당
2nd row(사)대한기자협회 전북협회
3rd row익산시
4th row익산예술의전당, 문체부
5th row서동오페라단

Common Values

ValueCountFrequency (%)
고창군청 19
18.6%
<NA> 15
14.7%
부안군문화체육시설사업소 8
 
7.8%
익산예술의전당 7
 
6.9%
문화융성위원회, 문화체육관광부 5
 
4.9%
한국문화예술회관연합회, 부안군 4
 
3.9%
문화체육관광부 4
 
3.9%
대한노인회 부안지회 3
 
2.9%
부안군 2
 
2.0%
진영아트 2
 
2.0%
Other values (30) 33
32.4%

Length

2023-12-11T00:54:28.917185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
고창군청 19
 
14.2%
na 15
 
11.2%
문화체육관광부 10
 
7.5%
부안군 9
 
6.7%
부안군문화체육시설사업소 8
 
6.0%
익산예술의전당 8
 
6.0%
문화융성위원회 5
 
3.7%
한국문화예술회관연합회 4
 
3.0%
대한노인회 3
 
2.2%
부안지회 3
 
2.2%
Other values (42) 50
37.3%

연락처
Text

MISSING 

Distinct13
Distinct (%)54.2%
Missing78
Missing (%)76.5%
Memory size948.0 B
2023-12-11T00:54:29.192558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length11.75
Min length9

Characters and Unicode

Total characters282
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8 ?
Unique (%)33.3%

Sample

1st row063-859-3319
2nd row1577-0072
3rd row063-859-3316
4th row1577-0072
5th row063-859-5278
ValueCountFrequency (%)
063-859-3319 6
25.0%
063-430-2320 4
16.7%
1577-0072 2
 
8.3%
063-533-2557 2
 
8.3%
063-324-1300 2
 
8.3%
063-859-3316 1
 
4.2%
063-859-5278 1
 
4.2%
02-6920-7780 1
 
4.2%
063-539-6412 1
 
4.2%
063-539-6427 1
 
4.2%
Other values (3) 3
12.5%
2023-12-11T00:54:29.630055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3 58
20.6%
- 46
16.3%
0 42
14.9%
6 26
9.2%
5 23
 
8.2%
9 20
 
7.1%
2 20
 
7.1%
1 15
 
5.3%
7 13
 
4.6%
8 10
 
3.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 236
83.7%
Dash Punctuation 46
 
16.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 58
24.6%
0 42
17.8%
6 26
11.0%
5 23
 
9.7%
9 20
 
8.5%
2 20
 
8.5%
1 15
 
6.4%
7 13
 
5.5%
8 10
 
4.2%
4 9
 
3.8%
Dash Punctuation
ValueCountFrequency (%)
- 46
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 282
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 58
20.6%
- 46
16.3%
0 42
14.9%
6 26
9.2%
5 23
 
8.2%
9 20
 
7.1%
2 20
 
7.1%
1 15
 
5.3%
7 13
 
4.6%
8 10
 
3.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 282
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 58
20.6%
- 46
16.3%
0 42
14.9%
6 26
9.2%
5 23
 
8.2%
9 20
 
7.1%
2 20
 
7.1%
1 15
 
5.3%
7 13
 
4.6%
8 10
 
3.5%

후원기관
Categorical

Distinct5
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size948.0 B
<NA>
72 
없음
19 
정읍시
 
5
장수군
 
5
전문예술법인 전통문화마을, 월광디지털대학교
 
1

Length

Max length23
Median length4
Mean length3.7156863
Min length2

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 72
70.6%
없음 19
 
18.6%
정읍시 5
 
4.9%
장수군 5
 
4.9%
전문예술법인 전통문화마을, 월광디지털대학교 1
 
1.0%

Length

2023-12-11T00:54:29.813313image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T00:54:29.971479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 72
69.2%
없음 19
 
18.3%
정읍시 5
 
4.8%
장수군 5
 
4.8%
전문예술법인 1
 
1.0%
전통문화마을 1
 
1.0%
월광디지털대학교 1
 
1.0%

객석수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing54
Missing (%)52.9%
Memory size948.0 B

관람요금
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing71
Missing (%)69.6%
Memory size948.0 B

입장연령
Categorical

Distinct7
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size948.0 B
<NA>
73 
12세이상관람가능
12 
6세이상관람가능
 
7
전체관람가
 
4
만7세이상
 
3
Other values (2)
 
3

Length

Max length9
Median length4
Mean length4.9803922
Min length3

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row만7세이상
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 73
71.6%
12세이상관람가능 12
 
11.8%
6세이상관람가능 7
 
6.9%
전체관람가 4
 
3.9%
만7세이상 3
 
2.9%
20대~60대 2
 
2.0%
전연령 1
 
1.0%

Length

2023-12-11T00:54:30.183083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T00:54:30.378188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 73
71.6%
12세이상관람가능 12
 
11.8%
6세이상관람가능 7
 
6.9%
전체관람가 4
 
3.9%
만7세이상 3
 
2.9%
20대~60대 2
 
2.0%
전연령 1
 
1.0%

할인정보
Categorical

Distinct5
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size948.0 B
<NA>
74 
정기회원 20%할인
19 
홈페이지 참고
 
4
무료
 
4
X
 
1

Length

Max length10
Median length4
Mean length5.127451
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row홈페이지 참고
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 74
72.5%
정기회원 20%할인 19
 
18.6%
홈페이지 참고 4
 
3.9%
무료 4
 
3.9%
X 1
 
1.0%

Length

2023-12-11T00:54:30.675551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T00:54:30.864659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 74
59.2%
정기회원 19
 
15.2%
20%할인 19
 
15.2%
홈페이지 4
 
3.2%
참고 4
 
3.2%
무료 4
 
3.2%
x 1
 
0.8%

유의사항
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size948.0 B
<NA>
82 
음식물 반임금지
19 
X
 
1

Length

Max length8
Median length4
Mean length4.7156863
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 82
80.4%
음식물 반임금지 19
 
18.6%
X 1
 
1.0%

Length

2023-12-11T00:54:31.083411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T00:54:31.268835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 82
67.8%
음식물 19
 
15.7%
반임금지 19
 
15.7%
x 1
 
0.8%

홈페이지주소
Categorical

Distinct6
Distinct (%)5.9%
Missing0
Missing (%)0.0%
Memory size948.0 B
<NA>
64 
http://culture.gccl.kr
19 
http://arts.iksan.go.kr
10 
www.jeongeup.go.kr
 
5
http://www.jangsu.go.kr
 
3

Length

Max length23
Median length4
Mean length10.588235
Min length4

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st rowhttp://arts.iksan.go.kr
2nd row<NA>
3rd rowhttp://arts.iksan.go.kr
4th rowhttp://arts.iksan.go.kr
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 64
62.7%
http://culture.gccl.kr 19
 
18.6%
http://arts.iksan.go.kr 10
 
9.8%
www.jeongeup.go.kr 5
 
4.9%
http://www.jangsu.go.kr 3
 
2.9%
www.pilbong.co.kr 1
 
1.0%

Length

2023-12-11T00:54:31.464616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T00:54:32.074930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 64
62.7%
http://culture.gccl.kr 19
 
18.6%
http://arts.iksan.go.kr 10
 
9.8%
www.jeongeup.go.kr 5
 
4.9%
http://www.jangsu.go.kr 3
 
2.9%
www.pilbong.co.kr 1
 
1.0%

예매정보
Categorical

Distinct4
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Memory size948.0 B
<NA>
73 
http://culture.gccl.kr
19 
http://arts.iksan.go.kr
 
6
무료
 
4

Length

Max length23
Median length4
Mean length8.3921569
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttp://arts.iksan.go.kr
2nd row<NA>
3rd rowhttp://arts.iksan.go.kr
4th rowhttp://arts.iksan.go.kr
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 73
71.6%
http://culture.gccl.kr 19
 
18.6%
http://arts.iksan.go.kr 6
 
5.9%
무료 4
 
3.9%

Length

2023-12-11T00:54:32.356646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T00:54:32.543908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 73
71.6%
http://culture.gccl.kr 19
 
18.6%
http://arts.iksan.go.kr 6
 
5.9%
무료 4
 
3.9%

주차장보유여부
Categorical

Distinct4
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Memory size948.0 B
<NA>
50 
Y
47 
부
 
4
100여대
 
1

Length

Max length5
Median length4.5
Mean length2.5098039
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 50
49.0%
Y 47
46.1%
부 4
 
3.9%
100여대 1
 
1.0%

Length

2023-12-11T00:54:32.819612image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T00:54:33.072286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 50
49.0%
y 47
46.1%
부 4
 
3.9%
100여대 1
 
1.0%

경도(WGS84좌표)
Real number (ℝ)

MISSING 

Distinct10
Distinct (%)16.1%
Missing40
Missing (%)39.2%
Infinite0
Infinite (%)0.0%
Mean100.55367
Minimum35.940484
Maximum127.4235
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-11T00:54:33.273575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.940484
5-th percentile35.949313
Q135.962718
median126.70444
Q3127.23
95-th percentile127.41382
Maximum127.4235
Range91.483014
Interquartile range (IQR)91.267282

Descriptive statistics

Standard deviation41.656154
Coefficient of variation (CV)0.41426785
Kurtosis-1.1412453
Mean100.55367
Median Absolute Deviation (MAD)0.5255627
Skewness-0.94683178
Sum6234.3278
Variance1735.2352
MonotonicityNot monotonic
2023-12-11T00:54:33.451905image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
126.7044373 19
18.6%
127.23 15
 
14.7%
35.949313 13
 
12.7%
127.423498 4
 
3.9%
35.940484 3
 
2.9%
126.917093 3
 
2.9%
36.0029321 2
 
2.0%
126.869478 1
 
1.0%
126.855895 1
 
1.0%
127.1544344 1
 
1.0%
(Missing) 40
39.2%
ValueCountFrequency (%)
35.940484 3
 
2.9%
35.949313 13
12.7%
36.0029321 2
 
2.0%
126.7044373 19
18.6%
126.855895 1
 
1.0%
126.869478 1
 
1.0%
126.917093 3
 
2.9%
127.1544344 1
 
1.0%
127.23 15
14.7%
127.423498 4
 
3.9%
ValueCountFrequency (%)
127.423498 4
 
3.9%
127.23 15
14.7%
127.1544344 1
 
1.0%
126.917093 3
 
2.9%
126.869478 1
 
1.0%
126.855895 1
 
1.0%
126.7044373 19
18.6%
36.0029321 2
 
2.0%
35.949313 13
12.7%
35.940484 3
 
2.9%

위도(WGS84좌표)
Real number (ℝ)

MISSING 

Distinct10
Distinct (%)16.1%
Missing40
Missing (%)39.2%
Infinite0
Infinite (%)0.0%
Mean62.246964
Minimum35.433309
Maximum127.66525
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-11T00:54:33.641241image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.433309
5-th percentile35.433309
Q135.433309
median36.18
Q3126.9683
95-th percentile126.98663
Maximum127.66525
Range92.231943
Interquartile range (IQR)91.534995

Descriptive statistics

Standard deviation41.793445
Coefficient of variation (CV)0.67141339
Kurtosis-1.1411753
Mean62.246964
Median Absolute Deviation (MAD)0.7466906
Skewness0.94680362
Sum3859.3118
Variance1746.692
MonotonicityNot monotonic
2023-12-11T00:54:33.828964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
35.4333094 19
18.6%
36.18 15
 
14.7%
126.986626 13
 
12.7%
35.789166 4
 
3.9%
126.968304 3
 
2.9%
35.499646 3
 
2.9%
127.6652523 2
 
2.0%
35.555963 1
 
1.0%
35.569886 1
 
1.0%
35.5358842 1
 
1.0%
(Missing) 40
39.2%
ValueCountFrequency (%)
35.4333094 19
18.6%
35.499646 3
 
2.9%
35.5358842 1
 
1.0%
35.555963 1
 
1.0%
35.569886 1
 
1.0%
35.789166 4
 
3.9%
36.18 15
14.7%
126.968304 3
 
2.9%
126.986626 13
12.7%
127.6652523 2
 
2.0%
ValueCountFrequency (%)
127.6652523 2
 
2.0%
126.986626 13
12.7%
126.968304 3
 
2.9%
36.18 15
14.7%
35.789166 4
 
3.9%
35.569886 1
 
1.0%
35.555963 1
 
1.0%
35.5358842 1
 
1.0%
35.499646 3
 
2.9%
35.4333094 19
18.6%

데이터기준일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5
Missing (%)4.9%
Memory size948.0 B

Sample

시군행사명장소소재지도로명주소소재지지번주소행사내용행사시작일자행사종료일자행사시간요금정보주관기관주최기관연락처후원기관객석수관람요금입장연령할인정보유의사항홈페이지주소예매정보주차장보유여부경도(WGS84좌표)위도(WGS84좌표)데이터기준일자
0익산시왕자호동익산예술의전당익산시 동서로 490익산시 어양동 735발레2015-10-09 00:00:002015-10-10 00:00:0017:00~19:00유료익산시익산예술의전당063-859-3319<NA>1100R석:5만원 S석:3만원 A석:2만원만7세이상홈페이지 참고<NA>http://arts.iksan.go.krhttp://arts.iksan.go.krY35.949313126.9866262015-09-17 00:00:00
1익산시시월의 낭만콘서트익산예술의전당익산시 동서로 490익산시 어양동 735음악회2015-10-13 00:00:002015-10-13 00:00:0019:30~21:30초대(사)대한기자협회 전북협회(사)대한기자협회 전북협회<NA><NA>1100NaN<NA><NA><NA><NA><NA>Y35.949313126.9866262015-09-17 00:00:00
2익산시익산시민대학익산예술의전당 분관익산시 선화1로 106익산시 마동 58교육행사2015-10-14 00:00:002015-10-14 00:00:0014:00~15:00무료익산시익산시1577-0072<NA>584NaN<NA><NA><NA>http://arts.iksan.go.krhttp://arts.iksan.go.krY35.940484126.9683042015-09-17 00:00:00
3익산시미술은행 소장품 기획전 '엄마의 삶'익산예술의전당 미술관익산시 동서로 490익산시 어양동 735전시2015-10-19 00:00:002015-11-25 00:00:0010:00~18:00무료익산시익산예술의전당, 문체부063-859-3316<NA>NaNNaN<NA><NA><NA>http://arts.iksan.go.krhttp://arts.iksan.go.krY35.949313126.9866262015-09-17 00:00:00
4익산시서동오페라단 기획연주익산예술의전당익산시 동서로 490익산시 어양동 735음악회2015-10-22 00:00:002015-10-22 00:00:0019:30~21:30유료서동오페라단서동오페라단<NA><NA>1100일반:2만원 학생:1만원<NA><NA><NA><NA><NA>Y35.949313126.9866262015-09-17 00:00:00
5익산시익산시민대학익산예술의전당 분관익산시 선화1로 106익산시 마동 58교육행사2015-10-28 00:00:002015-10-28 00:00:0014:00~15:00무료익산시익산시1577-0072<NA>584NaN<NA><NA><NA>http://arts.iksan.go.krhttp://arts.iksan.go.krY35.940484126.9683042015-09-17 00:00:00
6익산시문화가 있는날 작은 음악회익산예술의전당 분관(소공연장)익산시 선화1로 106익산시 마동 58음악회2015-10-28 00:00:002015-10-28 00:00:0019:30~21:00무료익산시익산예술의전당063-859-5278<NA>290NaN<NA><NA><NA>http://arts.iksan.go.kr<NA>Y35.940484126.9683042015-09-17 00:00:00
7익산시낭만가객콘서트익산예술의전당익산시 동서로 490익산시 어양동 735뮤직콘서트2015-10-30 00:00:002015-10-30 00:00:0019:30~21:30유료익산시익산예술의전당063-859-3319<NA>1100R석:5만원 S석:3만원 A석:2만원만7세이상홈페이지 참고<NA>http://arts.iksan.go.krhttp://arts.iksan.go.krY35.949313126.9866262015-09-17 00:00:00
8익산시그린플러그드 뮤직파티익산예술의전당익산시 동서로 490익산시 어양동 735뮤직콘서트2015-10-31 00:00:002015-11-01 00:00:0019:00~21:30 15:00~17:30유료익산시익산예술의전당063-859-3319<NA>1100R석:5만원 S석:3만원 A석:2만원만7세이상홈페이지 참고<NA>http://arts.iksan.go.krhttp://arts.iksan.go.krY35.949313126.9866262015-09-17 00:00:00
9익산시제6회 익산YWCA 합창단 정기연주회익산예술의전당익산시 동서로 490익산시 어양동 735합창2015-11-06 00:00:002015-11-06 00:00:0019:30~21:30무료익산YWCA익산YWCA<NA><NA>1100NaN<NA><NA><NA><NA><NA>Y35.949313126.9866262015-09-17 00:00:00
시군행사명장소소재지도로명주소소재지지번주소행사내용행사시작일자행사종료일자행사시간요금정보주관기관주최기관연락처후원기관객석수관람요금입장연령할인정보유의사항홈페이지주소예매정보주차장보유여부경도(WGS84좌표)위도(WGS84좌표)데이터기준일자
92부안군문화가 있는 날 문화광장부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51태껸 공연2015-07-29 00:00:002015-07-29 00:00:0019:00~21:00무료문화융성위원회, 문화체육관광부한국문화예술회관연합회, 부안군<NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA><NA><NA>2015-09-07 00:00:00
93부안군Music In sinema부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51오케스트라 공연2015-08-13 00:00:002015-08-13 00:00:0019:30~21:00무료전북예술문화원부안군문화체육시설사업소<NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA><NA><NA>2015-09-07 00:00:00
94부안군피터팬부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51대관2015-08-16 00:00:002015-08-16 00:00:0012:00~15:00유료진영아트진영아트<NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA><NA><NA>2015-09-07 00:00:00
95부안군어매아리랑부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51창극 공연2015-08-18 00:00:002015-08-19 00:00:0019:30~22:30무료전북도립국악원, 부안군전북도립국악원, 부안군<NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA><NA><NA>2015-09-07 00:00:00
96부안군민들레 바람되어부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51연극 공연2015-08-22 00:00:002015-08-22 00:00:0019:30~21:30무료문화체육관광부, 한국문화예술위원회한국문화예술회관연합회, 부안군<NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA><NA><NA>2015-09-07 00:00:00
97부안군문화가 있는 날 문화광장부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51타악 공연2015-08-26 00:00:002015-08-26 00:00:0019:30~21:30무료문화융성위원회, 문화체육관광부한국문화예술회관연합회, 부안군<NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA><NA><NA>2015-09-07 00:00:00
98부안군내 사랑 은경씨부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51연극 공연2015-08-28 00:00:002015-08-28 00:00:0019:30~21:30무료문화체육관광부, 한국문화예술위원회한국문화예술회관연합회, 부안군<NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA><NA><NA>2015-09-07 00:00:00
99부안군추담 전국국악경연대회부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51대관2015-08-29 00:00:002015-08-30 00:00:0009:00~18:00무료추담제보존회추담제보존회<NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA><NA><NA>2015-09-07 00:00:00
100부안군진성 Big Show부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51복합 공연2015-09-01 00:00:002015-09-01 00:00:0019:30~22:00유료전북예술문화원부안군문화체육시설사업소<NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA><NA><NA>2015-09-07 00:00:00
101부안군호랑이 오빠 얼쑤부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51아동극2015-09-05 00:00:002015-09-05 00:00:0013:00~17:00유료연극하는 사람들 무대지기부안군문화체육시설사업소<NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA><NA><NA>2015-09-07 00:00:00

Duplicate rows

Most frequently occurring

시군행사명장소소재지도로명주소소재지지번주소행사내용주관기관주최기관연락처후원기관입장연령할인정보유의사항홈페이지주소예매정보주차장보유여부경도(WGS84좌표)위도(WGS84좌표)# duplicates
0부안군7일간의 이야기부안예술회관부안군 부안읍 예술회관길 11부안군 부안읍 서외리 455-51연극 공연연극하는 사람들 무대지기부안군문화체육시설사업소<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>4
1익산시익산시민대학익산예술의전당 분관익산시 선화1로 106익산시 마동 58교육행사익산시익산시1577-0072<NA><NA><NA><NA>http://arts.iksan.go.krhttp://arts.iksan.go.krY35.940484126.9683042
2진안군달콤한문화마을 작은음악회진안 문화의집 2층(마이홀)진안군 진안읍 대성길 3전라북도 진안군 진안읍 군하리 143클래식 기악공연한국문화예술회관연합회, 진안군문화융성위원회, 문화체육관광부063-430-2320<NA>전체관람가무료<NA><NA>무료부127.42349835.7891662