Overview

Dataset statistics

Number of variables6
Number of observations335
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory16.2 KiB
Average record size in memory49.4 B

Variable types

Numeric1
Text2
Categorical1
DateTime2

Dataset

Description대전시립미술관에서 개관 이후 현재까지 개최된 전시와 관련된 데이터로 전시명, 전시기간, 전시장소, 전시 이미지(URL) 등을 제공합니다.
URLhttps://www.data.go.kr/data/15089730/fileData.do

Alerts

연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 22:23:33.688780
Analysis finished2023-12-12 22:23:34.247561
Duration0.56 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct335
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean168
Minimum1
Maximum335
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.1 KiB
2023-12-13T07:23:34.304027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile17.7
Q184.5
median168
Q3251.5
95-th percentile318.3
Maximum335
Range334
Interquartile range (IQR)167

Descriptive statistics

Standard deviation96.8504
Coefficient of variation (CV)0.57649048
Kurtosis-1.2
Mean168
Median Absolute Deviation (MAD)84
Skewness0
Sum56280
Variance9380
MonotonicityStrictly increasing
2023-12-13T07:23:34.442292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.3%
222 1
 
0.3%
230 1
 
0.3%
229 1
 
0.3%
228 1
 
0.3%
227 1
 
0.3%
226 1
 
0.3%
225 1
 
0.3%
224 1
 
0.3%
223 1
 
0.3%
Other values (325) 325
97.0%
ValueCountFrequency (%)
1 1
0.3%
2 1
0.3%
3 1
0.3%
4 1
0.3%
5 1
0.3%
6 1
0.3%
7 1
0.3%
8 1
0.3%
9 1
0.3%
10 1
0.3%
ValueCountFrequency (%)
335 1
0.3%
334 1
0.3%
333 1
0.3%
332 1
0.3%
331 1
0.3%
330 1
0.3%
329 1
0.3%
328 1
0.3%
327 1
0.3%
326 1
0.3%

전시명
Text

Distinct332
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Memory size2.7 KiB
2023-12-13T07:23:34.737489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length78
Median length43
Mean length21.095522
Min length2

Characters and Unicode

Total characters7067
Distinct characters517
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks8 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique329 ?
Unique (%)98.2%

Sample

1st row소장품 기획전 <초록으로 간다>
2nd row대전중견작가전 <조각.공간.퍼즐>
3rd row우리는 달린다 <WWW>
4th row제19회 이동훈미술상 본상 수상작가전 <구름 타고 산을 넘어, 조평휘>
5th row탄생100주년 기념전 <김형구:盡心, 삶이 위대한 예술>
ValueCountFrequency (%)
81
 
5.8%
이동훈미술상 22
 
1.6%
art 16
 
1.1%
2012 14
 
1.0%
수상작가전 12
 
0.9%
수상작가 12
 
0.9%
특별상 11
 
0.8%
열린미술관 10
 
0.7%
대전미술의 10
 
0.7%
신소장품전 9
 
0.6%
Other values (865) 1209
86.0%
2023-12-13T07:23:35.234500image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1074
 
15.2%
전 238
 
3.4%
0 188
 
2.7%
미 170
 
2.4%
술 164
 
2.3%
대 160
 
2.3%
2 154
 
2.2%
1 132
 
1.9%
e 93
 
1.3%
이 93
 
1.3%
Other values (507) 4601
65.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3808
53.9%
Space Separator 1074
 
15.2%
Lowercase Letter 679
 
9.6%
Decimal Number 607
 
8.6%
Uppercase Letter 498
 
7.0%
Other Punctuation 146
 
2.1%
Open Punctuation 81
 
1.1%
Close Punctuation 81
 
1.1%
Dash Punctuation 61
 
0.9%
Math Symbol 26
 
0.4%
Other values (4) 6
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
전 238
 
6.2%
미 170
 
4.5%
술 164
 
4.3%
대 160
 
4.2%
이 93
 
2.4%
상 90
 
2.4%
의 79
 
2.1%
시 57
 
1.5%
가 56
 
1.5%
작 55
 
1.4%
Other values (414) 2646
69.5%
Lowercase Letter
ValueCountFrequency (%)
e 93
13.7%
i 70
10.3%
t 65
9.6%
r 59
8.7%
n 59
8.7%
o 57
 
8.4%
a 51
 
7.5%
s 38
 
5.6%
c 21
 
3.1%
l 20
 
2.9%
Other values (16) 146
21.5%
Uppercase Letter
ValueCountFrequency (%)
A 54
 
10.8%
E 45
 
9.0%
N 43
 
8.6%
T 43
 
8.6%
I 38
 
7.6%
O 35
 
7.0%
S 24
 
4.8%
C 24
 
4.8%
R 21
 
4.2%
F 20
 
4.0%
Other values (15) 151
30.3%
Decimal Number
ValueCountFrequency (%)
0 188
31.0%
2 154
25.4%
1 132
21.7%
9 25
 
4.1%
5 24
 
4.0%
3 20
 
3.3%
4 18
 
3.0%
6 17
 
2.8%
8 15
 
2.5%
7 14
 
2.3%
Other Punctuation
ValueCountFrequency (%)
: 81
55.5%
, 36
24.7%
. 8
 
5.5%
& 7
 
4.8%
/ 5
 
3.4%
" 4
 
2.7%
· 2
 
1.4%
! 2
 
1.4%
' 1
 
0.7%
Open Punctuation
ValueCountFrequency (%)
[ 44
54.3%
( 19
23.5%
「 9
 
11.1%
『 7
 
8.6%
《 2
 
2.5%
Close Punctuation
ValueCountFrequency (%)
] 44
54.3%
) 19
23.5%
」 9
 
11.1%
』 7
 
8.6%
》 2
 
2.5%
Math Symbol
ValueCountFrequency (%)
~ 9
34.6%
> 7
26.9%
< 7
26.9%
+ 2
 
7.7%
↔ 1
 
3.8%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
33.3%
Ⅲ 1
33.3%
Ⅰ 1
33.3%
Space Separator
ValueCountFrequency (%)
1074
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 61
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 1
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3771
53.4%
Common 2079
29.4%
Latin 1180
 
16.7%
Han 37
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
전 238
 
6.3%
미 170
 
4.5%
술 164
 
4.3%
대 160
 
4.2%
이 93
 
2.5%
상 90
 
2.4%
의 79
 
2.1%
시 57
 
1.5%
가 56
 
1.5%
작 55
 
1.5%
Other values (388) 2609
69.2%
Latin
ValueCountFrequency (%)
e 93
 
7.9%
i 70
 
5.9%
t 65
 
5.5%
r 59
 
5.0%
n 59
 
5.0%
o 57
 
4.8%
A 54
 
4.6%
a 51
 
4.3%
E 45
 
3.8%
N 43
 
3.6%
Other values (44) 584
49.5%
Common
ValueCountFrequency (%)
1074
51.7%
0 188
 
9.0%
2 154
 
7.4%
1 132
 
6.3%
: 81
 
3.9%
- 61
 
2.9%
[ 44
 
2.1%
] 44
 
2.1%
, 36
 
1.7%
9 25
 
1.2%
Other values (29) 240
 
11.5%
Han
ValueCountFrequency (%)
展 11
29.7%
美 2
 
5.4%
朴 1
 
2.7%
香 1
 
2.7%
勝 1
 
2.7%
武 1
 
2.7%
深 1
 
2.7%
住 1
 
2.7%
新 1
 
2.7%
來 1
 
2.7%
Other values (16) 16
43.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3770
53.3%
ASCII 3215
45.5%
None 38
 
0.5%
CJK 37
 
0.5%
Number Forms 3
 
< 0.1%
Punctuation 2
 
< 0.1%
Compat Jamo 1
 
< 0.1%
Arrows 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1074
33.4%
0 188
 
5.8%
2 154
 
4.8%
1 132
 
4.1%
e 93
 
2.9%
: 81
 
2.5%
i 70
 
2.2%
t 65
 
2.0%
- 61
 
1.9%
r 59
 
1.8%
Other values (70) 1238
38.5%
Hangul
ValueCountFrequency (%)
전 238
 
6.3%
미 170
 
4.5%
술 164
 
4.4%
대 160
 
4.2%
이 93
 
2.5%
상 90
 
2.4%
의 79
 
2.1%
시 57
 
1.5%
가 56
 
1.5%
작 55
 
1.5%
Other values (387) 2608
69.2%
CJK
ValueCountFrequency (%)
展 11
29.7%
美 2
 
5.4%
朴 1
 
2.7%
香 1
 
2.7%
勝 1
 
2.7%
武 1
 
2.7%
深 1
 
2.7%
住 1
 
2.7%
新 1
 
2.7%
來 1
 
2.7%
Other values (16) 16
43.2%
None
ValueCountFrequency (%)
「 9
23.7%
」 9
23.7%
』 7
18.4%
『 7
18.4%
· 2
 
5.3%
《 2
 
5.3%
》 2
 
5.3%
Compat Jamo
ValueCountFrequency (%)
ㆍ 1
100.0%
Arrows
ValueCountFrequency (%)
↔ 1
100.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
33.3%
Ⅲ 1
33.3%
Ⅰ 1
33.3%
Punctuation
ValueCountFrequency (%)
‘ 1
50.0%
’ 1
50.0%

전시장소
Categorical

Distinct49
Distinct (%)14.6%
Missing0
Missing (%)0.0%
Memory size2.7 KiB
대전시립미술관
67 
대전시립미술관 5 전시실
63 
대전창작센터
51 
대전시립미술관 1,2,3,4 전시실
26 
대전시립미술관 3,4 전시실
13 
Other values (44)
115 

Length

Max length38
Median length33
Mean length11.495522
Min length2

Unique

Unique30 ?
Unique (%)9.0%

Sample

1st row대전시립미술관 5 전시실
2nd row대전시립미술관 1,2,3,4 전시실
3rd row대전창작센터
4th row대전시립미술관 5 전시실
5th row대전시립미술관 3,4 전시실

Common Values

ValueCountFrequency (%)
대전시립미술관 67
20.0%
대전시립미술관 5 전시실 63
18.8%
대전창작센터 51
15.2%
대전시립미술관 1,2,3,4 전시실 26
 
7.8%
대전시립미술관 3,4 전시실 13
 
3.9%
대전시립미술관 4 전시실 12
 
3.6%
대전시립미술관 1,2 전시실 11
 
3.3%
대전시립미술관 1,2,3,4,5 전시실 11
 
3.3%
DMA아트센터 10
 
3.0%
대전시립미술관 전관 8
 
2.4%
Other values (39) 63
18.8%

Length

2023-12-13T07:23:35.373133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
대전시립미술관 245
34.4%
전시실 162
22.8%
5 63
 
8.8%
대전창작센터 55
 
7.7%
1,2,3,4 28
 
3.9%
1,2,3,4,5 13
 
1.8%
3,4 13
 
1.8%
4 13
 
1.8%
dma아트센터 11
 
1.5%
1,2 11
 
1.5%
Other values (55) 98
 
13.8%

전시시작일
Date

Distinct286
Distinct (%)85.4%
Missing0
Missing (%)0.0%
Memory size2.7 KiB
Minimum1998-04-15 00:00:00
Maximum2023-03-03 00:00:00
2023-12-13T07:23:35.495805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:23:36.003163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

전시종료일
Date

Distinct269
Distinct (%)80.3%
Missing0
Missing (%)0.0%
Memory size2.7 KiB
Minimum1998-05-17 00:00:00
Maximum2023-05-07 00:00:00
2023-12-13T07:23:36.256046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:23:36.435409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

메인이미지
Text

Distinct328
Distinct (%)97.9%
Missing0
Missing (%)0.0%
Memory size2.7 KiB
2023-12-13T07:23:36.697528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length98
Median length69
Mean length59.949254
Min length7

Characters and Unicode

Total characters20083
Distinct characters60
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique324 ?
Unique (%)96.7%

Sample

1st rowhttps://www.daejeon.go.kr/FileUpload/DMA/202302/20230220023305362.jpg
2nd rowhttps://www.daejeon.go.kr/FileUpload/DMA/202302/20230217021416324.png
3rd rowhttps://www.daejeon.go.kr/FileUpload/DMA/202212/20221214070604681.jpg
4th rowhttps://www.daejeon.go.kr/FileUpload/DMA/202211/20221107030443505.jpg
5th rowhttps://www.daejeon.go.kr/FileUpload/DMA/202211/20221101081330891.jpg
ValueCountFrequency (%)
이미지 5
 
1.5%
미첨부 5
 
1.5%
https://www.daejeon.go.kr/images/dma/exh/20121121175653421.jpg 2
 
0.6%
https://www.daejeon.go.kr/images/dma/exh/d-2004-06-1.jpg 2
 
0.6%
https://www.daejeon.go.kr/images/dma/exh/d-2005-02-2.jpg 2
 
0.6%
https://www.daejeon.go.kr/images/dma/exh/ct_2008-12-2.jpg 1
 
0.3%
https://www.daejeon.go.kr/images/dma/exh/ct_2009-02-1.jpg 1
 
0.3%
https://www.daejeon.go.kr/images/dma/exh/ct_2009-02-2.jpg 1
 
0.3%
https://www.daejeon.go.kr/images/dma/exh/ct_2009-02-3.jpg 1
 
0.3%
https://www.daejeon.go.kr/images/dma/exh/ct_2009-03-1.jpg 1
 
0.3%
Other values (319) 319
93.8%
2023-12-13T07:23:37.087314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 1978
 
9.8%
. 1320
 
6.6%
e 1281
 
6.4%
0 1158
 
5.8%
w 991
 
4.9%
a 944
 
4.7%
g 931
 
4.6%
1 878
 
4.4%
2 874
 
4.4%
t 746
 
3.7%
Other values (50) 8982
44.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 11266
56.1%
Decimal Number 4392
 
21.9%
Other Punctuation 3633
 
18.1%
Dash Punctuation 370
 
1.8%
Uppercase Letter 275
 
1.4%
Connector Punctuation 107
 
0.5%
Other Letter 30
 
0.1%
Math Symbol 5
 
< 0.1%
Space Separator 5
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 1281
11.4%
w 991
 
8.8%
a 944
 
8.4%
g 931
 
8.3%
t 746
 
6.6%
d 728
 
6.5%
o 709
 
6.3%
p 700
 
6.2%
j 642
 
5.7%
h 612
 
5.4%
Other values (13) 2982
26.5%
Uppercase Letter
ValueCountFrequency (%)
D 49
17.8%
F 48
17.5%
U 48
17.5%
M 48
17.5%
A 48
17.5%
J 9
 
3.3%
G 9
 
3.3%
P 9
 
3.3%
S 2
 
0.7%
E 1
 
0.4%
Other values (4) 4
 
1.5%
Decimal Number
ValueCountFrequency (%)
0 1158
26.4%
1 878
20.0%
2 874
19.9%
3 285
 
6.5%
4 239
 
5.4%
5 230
 
5.2%
9 208
 
4.7%
7 179
 
4.1%
6 174
 
4.0%
8 167
 
3.8%
Other Letter
ValueCountFrequency (%)
미 10
33.3%
이 5
16.7%
부 5
16.7%
첨 5
16.7%
지 5
16.7%
Other Punctuation
ValueCountFrequency (%)
/ 1978
54.4%
. 1320
36.3%
: 330
 
9.1%
& 5
 
0.1%
Dash Punctuation
ValueCountFrequency (%)
- 370
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 107
100.0%
Math Symbol
ValueCountFrequency (%)
= 5
100.0%
Space Separator
ValueCountFrequency (%)
5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 11541
57.5%
Common 8512
42.4%
Hangul 30
 
0.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 1281
 
11.1%
w 991
 
8.6%
a 944
 
8.2%
g 931
 
8.1%
t 746
 
6.5%
d 728
 
6.3%
o 709
 
6.1%
p 700
 
6.1%
j 642
 
5.6%
h 612
 
5.3%
Other values (27) 3257
28.2%
Common
ValueCountFrequency (%)
/ 1978
23.2%
. 1320
15.5%
0 1158
13.6%
1 878
10.3%
2 874
10.3%
- 370
 
4.3%
: 330
 
3.9%
3 285
 
3.3%
4 239
 
2.8%
5 230
 
2.7%
Other values (8) 850
10.0%
Hangul
ValueCountFrequency (%)
미 10
33.3%
이 5
16.7%
부 5
16.7%
첨 5
16.7%
지 5
16.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 20053
99.9%
Hangul 30
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 1978
 
9.9%
. 1320
 
6.6%
e 1281
 
6.4%
0 1158
 
5.8%
w 991
 
4.9%
a 944
 
4.7%
g 931
 
4.6%
1 878
 
4.4%
2 874
 
4.4%
t 746
 
3.7%
Other values (45) 8952
44.6%
Hangul
ValueCountFrequency (%)
미 10
33.3%
이 5
16.7%
부 5
16.7%
첨 5
16.7%
지 5
16.7%

Interactions

2023-12-13T07:23:34.035699image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T07:23:37.194471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번전시장소
연번1.0000.666
전시장소0.6661.000
2023-12-13T07:23:37.285254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번전시장소
연번1.0000.277
전시장소0.2771.000

Missing values

2023-12-13T07:23:34.133731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:23:34.216145image/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

연번전시명전시장소전시시작일전시종료일메인이미지
01소장품 기획전 <초록으로 간다>대전시립미술관 5 전시실2023-03-032023-04-16https://www.daejeon.go.kr/FileUpload/DMA/202302/20230220023305362.jpg
12대전중견작가전 <조각.공간.퍼즐>대전시립미술관 1,2,3,4 전시실2023-03-032023-05-07https://www.daejeon.go.kr/FileUpload/DMA/202302/20230217021416324.png
23우리는 달린다 <WWW>대전창작센터2022-12-152023-02-05https://www.daejeon.go.kr/FileUpload/DMA/202212/20221214070604681.jpg
34제19회 이동훈미술상 본상 수상작가전 <구름 타고 산을 넘어, 조평휘>대전시립미술관 5 전시실2022-11-152023-02-12https://www.daejeon.go.kr/FileUpload/DMA/202211/20221107030443505.jpg
45탄생100주년 기념전 <김형구:盡心, 삶이 위대한 예술>대전시립미술관 3,4 전시실2022-11-152023-02-12https://www.daejeon.go.kr/FileUpload/DMA/202211/20221101081330891.jpg
56넥스트코드 2022대전시립미술관 1,2 전시실2022-11-292023-02-12https://www.daejeon.go.kr/FileUpload/DMA/202211/20221103122118915.jpg
67열린수장고 개관전 : 예술의 자리열린수장고2022-10-042023-03-31https://www.daejeon.go.kr/FileUpload/DMA/202209/20220925044346417.JPG
78대전과학예술비엔날레 2022 : 미래도시대전시립미술관 1,2,3,4,5 전시실, 대전창작센터, 기타2022-08-022022-10-30https://www.daejeon.go.kr/FileUpload/DMA/202207/20220722020358274.jpg
89스마트대전시립미술관 구축사업 보고전 : 붕정만리대전시립미술관 5전시실2022-05-312022-07-08https://www.daejeon.go.kr/FileUpload/DMA/202205/20220526111757221.jpg
910페르소나 : 나 아닌 모든 나대전창작센터2022-05-242022-07-17https://www.daejeon.go.kr/FileUpload/DMA/202205/20220518124009260.JPG
연번전시명전시장소전시시작일전시종료일메인이미지
325326일상.삶.미술(Everyday.life.Art)대전시립미술관2000-06-272000-08-06https://www.daejeon.go.kr/images/dma/exh/d-2000-06-1.jpg
326327현실과 공간의 간극 Interspace between reality and space대전시립미술관2000-04-072000-05-07https://www.daejeon.go.kr/images/dma/exh/d-2000-04-1.jpg
3273282000 전환의 봄 Conversional Spring대전시립미술관2000-01-282000-03-12https://www.daejeon.go.kr/images/dma/exh/d-2000-01-1.jpg
3283291999 한국현대미술-중심의 이동전대전시립미술관1999-12-042000-01-23https://www.daejeon.go.kr/images/dma/exh/d-1999-12-1.jpg
329330LEE UNG-NO 고암 이응노대전시립미술관1999-08-201999-09-09https://www.daejeon.go.kr/images/dma/exh/d-1999-08-1.jpg
330331사진조형(Art Works with Photography)대전시립미술관1999-07-091999-08-15https://www.daejeon.go.kr/images/dma/exh/d-1999-07-1.jpg
331332대전시립미술관 개관1주년 기념 100년의 경계-오늘의 대전미술대전시립미술관1999-04-241999-05-23https://www.daejeon.go.kr/images/dma/exh/d-1999-04-1.jpg
332333한국화의 위상과 전망대전시립미술관1999-03-191999-04-18https://www.daejeon.go.kr/images/dma/exh/d-1999-03-1.jpg
333334대전시립미술관개관기념2부전-2000 시대정신대전시립미술관1998-07-171998-08-16https://www.daejeon.go.kr/images/dma/exh/d-1998-07-1.jpg
334335대전시립미술관개관기념1부 대전-공간확산전대전시립미술관1998-04-151998-05-17https://www.daejeon.go.kr/images/dma/exh/d-1998-04-1.jpg