Overview

Dataset statistics

Number of variables10
Number of observations9956
Missing cells1933
Missing cells (%)1.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory777.9 KiB
Average record size in memory80.0 B

Variable types

Text6
DateTime3
Categorical1

Dataset

Description경기도워라밸링크 정보 현황
Author경기도
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=24M9O0ABBV4OQBO6EUJ131749292&infSeq=1

Alerts

카테고리 is highly imbalanced (58.0%)Imbalance
접수기간(시작) has 731 (7.3%) missing valuesMissing
접수기간(종료) has 630 (6.3%) missing valuesMissing
태그 has 563 (5.7%) missing valuesMissing

Reproduction

Analysis started2024-05-03 19:11:00.255636
Analysis finished2024-05-03 19:11:05.195931
Duration4.94 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

제목
Text

Distinct9764
Distinct (%)98.1%
Missing0
Missing (%)0.0%
Memory size77.9 KiB
2024-05-03T19:11:05.542726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length88
Median length61
Mean length24.100542
Min length2

Characters and Unicode

Total characters239945
Distinct characters1402
Distinct categories18 ?
Distinct scripts4 ?
Distinct blocks14 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique9582 ?
Unique (%)96.2%

Sample

1st row[의정부] 시민에게 다가가는 현장시장실 운영(5월)
2nd row철도야 놀자! 「2024 의왕철도축제」 안내
3rd row제24회 용인사이버과학축제 (대)학생·청소년 IT/과학 체험부스 참가 동아리 모집
4th row제24회 용인사이버과학축제 관내 IT/과학 관련 기업·기관 홍보 및 체험부스 모집
5th row「2024년 용인특례시 어린이날 대축제」 에 놀러오세요~ (장소변경:미르스타디움)
ValueCountFrequency (%)
모집 1890
 
3.7%
1143
 
2.2%
공모전 842
 
1.6%
12월 512
 
1.0%
및 368
 
0.7%
2020 348
 
0.7%
서포터즈 294
 
0.6%
2021 291
 
0.6%
안내 283
 
0.5%
위한 282
 
0.5%
Other values (19101) 45344
87.9%
2024-05-03T19:11:06.588518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
41656
 
17.4%
2 6546
 
2.7%
모 3772
 
1.6%
기 3570
 
1.5%
0 3447
 
1.4%
1 2882
 
1.2%
사 2791
 
1.2%
이 2758
 
1.1%
자 2408
 
1.0%
집 2338
 
1.0%
Other values (1392) 167777
69.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 157022
65.4%
Space Separator 41658
 
17.4%
Decimal Number 16035
 
6.7%
Uppercase Letter 5814
 
2.4%
Lowercase Letter 5007
 
2.1%
Other Punctuation 4076
 
1.7%
Close Punctuation 3484
 
1.5%
Open Punctuation 3472
 
1.4%
Math Symbol 1714
 
0.7%
Dash Punctuation 1115
 
0.5%
Other values (8) 548
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
모 3772
 
2.4%
기 3570
 
2.3%
사 2791
 
1.8%
이 2758
 
1.8%
자 2408
 
1.5%
집 2338
 
1.5%
공 2136
 
1.4%
년 2117
 
1.3%
인 1964
 
1.3%
스 1961
 
1.2%
Other values (1241) 131207
83.6%
Uppercase Letter
ValueCountFrequency (%)
S 551
 
9.5%
C 466
 
8.0%
A 457
 
7.9%
I 392
 
6.7%
T 369
 
6.3%
N 362
 
6.2%
E 340
 
5.8%
O 297
 
5.1%
D 256
 
4.4%
P 236
 
4.1%
Other values (17) 2088
35.9%
Lowercase Letter
ValueCountFrequency (%)
e 606
12.1%
o 469
 
9.4%
a 440
 
8.8%
n 416
 
8.3%
i 415
 
8.3%
t 369
 
7.4%
r 333
 
6.7%
s 290
 
5.8%
l 257
 
5.1%
h 176
 
3.5%
Other values (15) 1236
24.7%
Other Punctuation
ValueCountFrequency (%)
' 802
19.7%
, 713
17.5%
. 519
12.7%
! 506
12.4%
: 294
 
7.2%
" 290
 
7.1%
/ 265
 
6.5%
& 244
 
6.0%
· 185
 
4.5%
? 127
 
3.1%
Other values (9) 131
 
3.2%
Math Symbol
ValueCountFrequency (%)
> 735
42.9%
< 732
42.7%
~ 174
 
10.2%
+ 36
 
2.1%
× 9
 
0.5%
| 7
 
0.4%
＜ 7
 
0.4%
＞ 6
 
0.4%
≒ 1
 
0.1%
∞ 1
 
0.1%
Other values (6) 6
 
0.4%
Decimal Number
ValueCountFrequency (%)
2 6546
40.8%
0 3447
21.5%
1 2882
18.0%
3 1048
 
6.5%
4 707
 
4.4%
5 381
 
2.4%
6 298
 
1.9%
9 282
 
1.8%
8 231
 
1.4%
7 213
 
1.3%
Close Punctuation
ValueCountFrequency (%)
) 1607
46.1%
] 1579
45.3%
」 155
 
4.4%
〉 66
 
1.9%
』 41
 
1.2%
》 19
 
0.5%
］ 9
 
0.3%
】 6
 
0.2%
} 1
 
< 0.1%
） 1
 
< 0.1%
Letter Number
ValueCountFrequency (%)
Ⅱ 25
25.8%
Ⅰ 24
24.7%
Ⅲ 17
17.5%
Ⅳ 16
16.5%
Ⅵ 6
 
6.2%
Ⅴ 5
 
5.2%
Ⅹ 1
 
1.0%
ⅵ 1
 
1.0%
Ⅷ 1
 
1.0%
Ⅶ 1
 
1.0%
Open Punctuation
ValueCountFrequency (%)
( 1595
45.9%
[ 1579
45.5%
「 155
 
4.5%
〈 68
 
2.0%
『 40
 
1.2%
《 19
 
0.5%
［ 9
 
0.3%
【 6
 
0.2%
（ 1
 
< 0.1%
Other Symbol
ValueCountFrequency (%)
★ 47
55.3%
♥ 21
24.7%
☆ 12
 
14.1%
℃ 2
 
2.4%
□ 1
 
1.2%
♡ 1
 
1.2%
° 1
 
1.2%
Other Number
ValueCountFrequency (%)
④ 2
33.3%
² 1
16.7%
② 1
16.7%
③ 1
16.7%
① 1
16.7%
Modifier Symbol
ValueCountFrequency (%)
` 3
60.0%
´ 1
 
20.0%
˙ 1
 
20.0%
Space Separator
ValueCountFrequency (%)
41656
> 99.9%
　 2
 
< 0.1%
Dash Punctuation
ValueCountFrequency (%)
- 1113
99.8%
－ 2
 
0.2%
Final Punctuation
ValueCountFrequency (%)
’ 92
84.4%
” 17
 
15.6%
Initial Punctuation
ValueCountFrequency (%)
‘ 88
83.8%
“ 17
 
16.2%
Connector Punctuation
ValueCountFrequency (%)
_ 138
100.0%
Control
ValueCountFrequency (%)
3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 156753
65.3%
Common 72005
30.0%
Latin 10918
 
4.6%
Han 269
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
모 3772
 
2.4%
기 3570
 
2.3%
사 2791
 
1.8%
이 2758
 
1.8%
자 2408
 
1.5%
집 2338
 
1.5%
공 2136
 
1.4%
년 2117
 
1.4%
인 1964
 
1.3%
스 1961
 
1.3%
Other values (1109) 130938
83.5%
Han
ValueCountFrequency (%)
展 36
 
13.4%
美 12
 
4.5%
員 10
 
3.7%
滿 10
 
3.7%
愛 8
 
3.0%
多 7
 
2.6%
詩 7
 
2.6%
色 6
 
2.2%
人 6
 
2.2%
生 5
 
1.9%
Other values (122) 162
60.2%
Common
ValueCountFrequency (%)
41656
57.9%
2 6546
 
9.1%
0 3447
 
4.8%
1 2882
 
4.0%
) 1607
 
2.2%
( 1595
 
2.2%
[ 1579
 
2.2%
] 1579
 
2.2%
- 1113
 
1.5%
3 1048
 
1.5%
Other values (79) 8953
 
12.4%
Latin
ValueCountFrequency (%)
e 606
 
5.6%
S 551
 
5.0%
o 469
 
4.3%
C 466
 
4.3%
A 457
 
4.2%
a 440
 
4.0%
n 416
 
3.8%
i 415
 
3.8%
I 392
 
3.6%
t 369
 
3.4%
Other values (52) 6337
58.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 156713
65.3%
ASCII 81673
34.0%
None 834
 
0.3%
CJK 264
 
0.1%
Punctuation 224
 
0.1%
Number Forms 97
 
< 0.1%
Misc Symbols 81
 
< 0.1%
Compat Jamo 40
 
< 0.1%
Enclosed Alphanum 5
 
< 0.1%
CJK Compat Ideographs 5
 
< 0.1%
Other values (4) 9
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
41656
51.0%
2 6546
 
8.0%
0 3447
 
4.2%
1 2882
 
3.5%
) 1607
 
2.0%
( 1595
 
2.0%
[ 1579
 
1.9%
] 1579
 
1.9%
- 1113
 
1.4%
3 1048
 
1.3%
Other values (79) 18621
22.8%
Hangul
ValueCountFrequency (%)
모 3772
 
2.4%
기 3570
 
2.3%
사 2791
 
1.8%
이 2758
 
1.8%
자 2408
 
1.5%
집 2338
 
1.5%
공 2136
 
1.4%
년 2117
 
1.4%
인 1964
 
1.3%
스 1961
 
1.3%
Other values (1100) 130898
83.5%
None
ValueCountFrequency (%)
· 185
22.2%
「 155
18.6%
」 155
18.6%
〈 68
 
8.2%
〉 66
 
7.9%
』 41
 
4.9%
『 40
 
4.8%
》 19
 
2.3%
《 19
 
2.3%
＆ 10
 
1.2%
Other values (21) 76
9.1%
Punctuation
ValueCountFrequency (%)
’ 92
41.1%
‘ 88
39.3%
“ 17
 
7.6%
” 17
 
7.6%
… 10
 
4.5%
Misc Symbols
ValueCountFrequency (%)
★ 47
58.0%
♥ 21
25.9%
☆ 12
 
14.8%
♡ 1
 
1.2%
CJK
ValueCountFrequency (%)
展 36
 
13.6%
美 12
 
4.5%
員 10
 
3.8%
滿 10
 
3.8%
愛 8
 
3.0%
多 7
 
2.7%
詩 7
 
2.7%
色 6
 
2.3%
人 6
 
2.3%
生 5
 
1.9%
Other values (118) 157
59.5%
Number Forms
ValueCountFrequency (%)
Ⅱ 25
25.8%
Ⅰ 24
24.7%
Ⅲ 17
17.5%
Ⅳ 16
16.5%
Ⅵ 6
 
6.2%
Ⅴ 5
 
5.2%
Ⅹ 1
 
1.0%
ⅵ 1
 
1.0%
Ⅷ 1
 
1.0%
Ⅶ 1
 
1.0%
Compat Jamo
ValueCountFrequency (%)
ㆍ 20
50.0%
ㅋ 9
22.5%
ㅎ 4
 
10.0%
ㄱ 2
 
5.0%
ㅅ 1
 
2.5%
ㅇ 1
 
2.5%
ㅁ 1
 
2.5%
ㅍ 1
 
2.5%
ㅣ 1
 
2.5%
Letterlike Symbols
ValueCountFrequency (%)
℃ 2
100.0%
Enclosed Alphanum
ValueCountFrequency (%)
④ 2
40.0%
② 1
20.0%
③ 1
20.0%
① 1
20.0%
CJK Compat Ideographs
ValueCountFrequency (%)
樂 2
40.0%
不 1
20.0%
茶 1
20.0%
龍 1
20.0%
Math Operators
ValueCountFrequency (%)
≒ 1
20.0%
∞ 1
20.0%
∼ 1
20.0%
≪ 1
20.0%
≫ 1
20.0%
Geometric Shapes
ValueCountFrequency (%)
□ 1
100.0%
Modifier Letters
ValueCountFrequency (%)
˙ 1
100.0%

접수기간(시작)
Date

MISSING 

Distinct1294
Distinct (%)14.0%
Missing731
Missing (%)7.3%
Memory size77.9 KiB
Minimum2018-07-10 00:00:00
Maximum2024-05-24 00:00:00
2024-05-03T19:11:07.051789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:11:07.404892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

접수기간(종료)
Date

MISSING 

Distinct1376
Distinct (%)14.8%
Missing630
Missing (%)6.3%
Memory size77.9 KiB
Minimum2019-10-30 00:00:00
Maximum2024-12-31 00:00:00
2024-05-03T19:11:07.686915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:11:08.007668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

등록일
Date

Distinct9796
Distinct (%)98.4%
Missing0
Missing (%)0.0%
Memory size77.9 KiB
Minimum2018-07-10 00:00:00
Maximum2024-05-02 18:04:00
2024-05-03T19:11:08.432332image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-03T19:11:08.878531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

컨텐츠주체기관
Text

Distinct3462
Distinct (%)34.8%
Missing1
Missing (%)< 0.1%
Memory size77.9 KiB
2024-05-03T19:11:09.443093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length43
Median length39
Mean length7.9871421
Min length2

Characters and Unicode

Total characters79512
Distinct characters754
Distinct categories14 ?
Distinct scripts3 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2430 ?
Unique (%)24.4%

Sample

1st row의정부시청
2nd row의왕시청
3rd row용인시청
4th row용인시청
5th row용인시청
ValueCountFrequency (%)
성남아트센터 242
 
1.9%
용인문화재단 214
 
1.7%
경기아트센터 206
 
1.6%
가족센터 196
 
1.6%
청년지원센터 193
 
1.5%
고양문화재단 184
 
1.5%
건강가정·다문화가족지원센터 180
 
1.4%
경기도일자리재단 167
 
1.3%
149
 
1.2%
성남시 143
 
1.1%
Other values (3614) 10736
85.1%
2024-05-03T19:11:10.456249image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
시 3678
 
4.6%
터 2797
 
3.5%
센 2706
 
3.4%
2658
 
3.3%
화 2426
 
3.1%
문 2160
 
2.7%
원 2142
 
2.7%
재 1981
 
2.5%
단 1980
 
2.5%
청 1808
 
2.3%
Other values (744) 55176
69.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 73871
92.9%
Space Separator 2658
 
3.3%
Uppercase Letter 1469
 
1.8%
Other Punctuation 406
 
0.5%
Close Punctuation 341
 
0.4%
Open Punctuation 306
 
0.4%
Lowercase Letter 241
 
0.3%
Decimal Number 181
 
0.2%
Dash Punctuation 22
 
< 0.1%
Math Symbol 6
 
< 0.1%
Other values (4) 11
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
시 3678
 
5.0%
터 2797
 
3.8%
센 2706
 
3.7%
화 2426
 
3.3%
문 2160
 
2.9%
원 2142
 
2.9%
재 1981
 
2.7%
단 1980
 
2.7%
청 1808
 
2.4%
지 1416
 
1.9%
Other values (665) 50777
68.7%
Uppercase Letter
ValueCountFrequency (%)
A 165
11.2%
E 157
10.7%
K 141
 
9.6%
B 121
 
8.2%
L 107
 
7.3%
S 104
 
7.1%
G 103
 
7.0%
C 76
 
5.2%
T 71
 
4.8%
I 60
 
4.1%
Other values (15) 364
24.8%
Lowercase Letter
ValueCountFrequency (%)
o 32
13.3%
a 27
 
11.2%
e 23
 
9.5%
r 18
 
7.5%
i 14
 
5.8%
n 13
 
5.4%
t 13
 
5.4%
s 11
 
4.6%
l 11
 
4.6%
h 10
 
4.1%
Other values (14) 69
28.6%
Decimal Number
ValueCountFrequency (%)
2 46
25.4%
1 40
22.1%
3 27
14.9%
0 24
13.3%
6 13
 
7.2%
5 11
 
6.1%
4 11
 
6.1%
9 4
 
2.2%
8 3
 
1.7%
7 2
 
1.1%
Other Punctuation
ValueCountFrequency (%)
· 195
48.0%
/ 143
35.2%
, 24
 
5.9%
& 20
 
4.9%
. 10
 
2.5%
' 8
 
2.0%
? 4
 
1.0%
# 2
 
0.5%
Close Punctuation
ValueCountFrequency (%)
) 339
99.4%
] 2
 
0.6%
Open Punctuation
ValueCountFrequency (%)
( 304
99.3%
[ 2
 
0.7%
Other Symbol
ValueCountFrequency (%)
㈜ 4
80.0%
│ 1
 
20.0%
Space Separator
ValueCountFrequency (%)
2658
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 22
100.0%
Math Symbol
ValueCountFrequency (%)
+ 6
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 3
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 2
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 73875
92.9%
Common 3927
 
4.9%
Latin 1710
 
2.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
시 3678
 
5.0%
터 2797
 
3.8%
센 2706
 
3.7%
화 2426
 
3.3%
문 2160
 
2.9%
원 2142
 
2.9%
재 1981
 
2.7%
단 1980
 
2.7%
청 1808
 
2.4%
지 1416
 
1.9%
Other values (666) 50781
68.7%
Latin
ValueCountFrequency (%)
A 165
 
9.6%
E 157
 
9.2%
K 141
 
8.2%
B 121
 
7.1%
L 107
 
6.3%
S 104
 
6.1%
G 103
 
6.0%
C 76
 
4.4%
T 71
 
4.2%
I 60
 
3.5%
Other values (39) 605
35.4%
Common
ValueCountFrequency (%)
2658
67.7%
) 339
 
8.6%
( 304
 
7.7%
· 195
 
5.0%
/ 143
 
3.6%
2 46
 
1.2%
1 40
 
1.0%
3 27
 
0.7%
0 24
 
0.6%
, 24
 
0.6%
Other values (19) 127
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 73865
92.9%
ASCII 5438
 
6.8%
None 199
 
0.3%
Compat Jamo 6
 
< 0.1%
Punctuation 3
 
< 0.1%
Box Drawing 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
시 3678
 
5.0%
터 2797
 
3.8%
센 2706
 
3.7%
화 2426
 
3.3%
문 2160
 
2.9%
원 2142
 
2.9%
재 1981
 
2.7%
단 1980
 
2.7%
청 1808
 
2.4%
지 1416
 
1.9%
Other values (663) 50771
68.7%
ASCII
ValueCountFrequency (%)
2658
48.9%
) 339
 
6.2%
( 304
 
5.6%
A 165
 
3.0%
E 157
 
2.9%
/ 143
 
2.6%
K 141
 
2.6%
B 121
 
2.2%
L 107
 
2.0%
S 104
 
1.9%
Other values (64) 1199
22.0%
None
ValueCountFrequency (%)
· 195
98.0%
㈜ 4
 
2.0%
Compat Jamo
ValueCountFrequency (%)
ㆍ 5
83.3%
ㅣ 1
 
16.7%
Punctuation
ValueCountFrequency (%)
’ 2
66.7%
‘ 1
33.3%
Box Drawing
ValueCountFrequency (%)
│ 1
100.0%

상세URL
Text

Distinct9890
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Memory size77.9 KiB
2024-05-03T19:11:11.006250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length34
Median length34
Mean length33.529831
Min length32

Characters and Unicode

Total characters333823
Distinct characters25
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique9826 ?
Unique (%)98.7%

Sample

1st rowhttps://13b.gg.go.kr/content/25133
2nd rowhttps://13b.gg.go.kr/content/25127
3rd rowhttps://13b.gg.go.kr/content/25122
4th rowhttps://13b.gg.go.kr/content/25121
5th rowhttps://13b.gg.go.kr/content/25118
ValueCountFrequency (%)
https://13b.gg.go.kr/content/25116 3
 
< 0.1%
https://13b.gg.go.kr/content/25157 3
 
< 0.1%
https://13b.gg.go.kr/content/25167 2
 
< 0.1%
https://13b.gg.go.kr/content/24889 2
 
< 0.1%
https://13b.gg.go.kr/content/24927 2
 
< 0.1%
https://13b.gg.go.kr/content/25010 2
 
< 0.1%
https://13b.gg.go.kr/content/24805 2
 
< 0.1%
https://13b.gg.go.kr/content/24857 2
 
< 0.1%
https://13b.gg.go.kr/content/24800 2
 
< 0.1%
https://13b.gg.go.kr/content/25123 2
 
< 0.1%
Other values (9880) 9934
99.8%
2024-05-03T19:11:11.844633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
t 39824
 
11.9%
/ 39824
 
11.9%
. 29868
 
8.9%
g 29868
 
8.9%
n 19912
 
6.0%
o 19912
 
6.0%
1 17028
 
5.1%
3 13950
 
4.2%
h 9956
 
3.0%
e 9956
 
3.0%
Other values (15) 103725
31.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 189164
56.7%
Other Punctuation 79648
23.9%
Decimal Number 65011
 
19.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 39824
21.1%
g 29868
15.8%
n 19912
10.5%
o 19912
10.5%
h 9956
 
5.3%
e 9956
 
5.3%
c 9956
 
5.3%
r 9956
 
5.3%
k 9956
 
5.3%
b 9956
 
5.3%
Other values (2) 19912
10.5%
Decimal Number
ValueCountFrequency (%)
1 17028
26.2%
3 13950
21.5%
2 5824
 
9.0%
4 4750
 
7.3%
5 4448
 
6.8%
7 3891
 
6.0%
0 3811
 
5.9%
6 3806
 
5.9%
8 3784
 
5.8%
9 3719
 
5.7%
Other Punctuation
ValueCountFrequency (%)
/ 39824
50.0%
. 29868
37.5%
: 9956
 
12.5%

Most occurring scripts

ValueCountFrequency (%)
Latin 189164
56.7%
Common 144659
43.3%

Most frequent character per script

Common
ValueCountFrequency (%)
/ 39824
27.5%
. 29868
20.6%
1 17028
11.8%
3 13950
 
9.6%
: 9956
 
6.9%
2 5824
 
4.0%
4 4750
 
3.3%
5 4448
 
3.1%
7 3891
 
2.7%
0 3811
 
2.6%
Other values (3) 11309
 
7.8%
Latin
ValueCountFrequency (%)
t 39824
21.1%
g 29868
15.8%
n 19912
10.5%
o 19912
10.5%
h 9956
 
5.3%
e 9956
 
5.3%
c 9956
 
5.3%
r 9956
 
5.3%
k 9956
 
5.3%
b 9956
 
5.3%
Other values (2) 19912
10.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 333823
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
t 39824
 
11.9%
/ 39824
 
11.9%
. 29868
 
8.9%
g 29868
 
8.9%
n 19912
 
6.0%
o 19912
 
6.0%
1 17028
 
5.1%
3 13950
 
4.2%
h 9956
 
3.0%
e 9956
 
3.0%
Other values (15) 103725
31.1%

태그
Text

MISSING 

Distinct1188
Distinct (%)12.6%
Missing563
Missing (%)5.7%
Memory size77.9 KiB
2024-05-03T19:11:12.313557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length40
Median length39
Mean length6.3414245
Min length2

Characters and Unicode

Total characters59565
Distinct characters201
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique871 ?
Unique (%)9.3%

Sample

1st row지원정책,시민참여단,시군등기타
2nd row전시,축제,행사,공연,체험
3rd row모집공고,청소년,대학생,동아리,축제,행사
4th row모집공고,서민/중소기업,축제,행사
5th row체험,전시,가족,아동,축제,행사,공연
ValueCountFrequency (%)
공연 1599
17.0%
여성,남성 971
 
10.3%
청년 688
 
7.3%
남성,여성,청년 628
 
6.7%
공모전 391
 
4.2%
봉사 373
 
4.0%
남성,여성,청년,무료 315
 
3.4%
시군등기타 213
 
2.3%
남성,여성 194
 
2.1%
여성,청년,남성 164
 
1.7%
Other values (1180) 3859
41.1%
2024-05-03T19:11:13.285995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
, 10773
18.1%
성 8050
13.5%
여 4119
 
6.9%
년 4015
 
6.7%
남 3876
 
6.5%
청 3717
 
6.2%
공 2338
 
3.9%
연 1713
 
2.9%
사 1191
 
2.0%
료 1121
 
1.9%
Other values (191) 18652
31.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 48066
80.7%
Other Punctuation 11367
 
19.1%
Decimal Number 130
 
0.2%
Space Separator 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
성 8050
16.7%
여 4119
 
8.6%
년 4015
 
8.4%
남 3876
 
8.1%
청 3717
 
7.7%
공 2338
 
4.9%
연 1713
 
3.6%
사 1191
 
2.5%
료 1121
 
2.3%
봉 1099
 
2.3%
Other values (186) 16827
35.0%
Other Punctuation
ValueCountFrequency (%)
, 10773
94.8%
. 485
 
4.3%
/ 109
 
1.0%
Decimal Number
ValueCountFrequency (%)
1 130
100.0%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 48066
80.7%
Common 11499
 
19.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
성 8050
16.7%
여 4119
 
8.6%
년 4015
 
8.4%
남 3876
 
8.1%
청 3717
 
7.7%
공 2338
 
4.9%
연 1713
 
3.6%
사 1191
 
2.5%
료 1121
 
2.3%
봉 1099
 
2.3%
Other values (186) 16827
35.0%
Common
ValueCountFrequency (%)
, 10773
93.7%
. 485
 
4.2%
1 130
 
1.1%
/ 109
 
0.9%
2
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 48066
80.7%
ASCII 11499
 
19.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
, 10773
93.7%
. 485
 
4.2%
1 130
 
1.1%
/ 109
 
0.9%
2
 
< 0.1%
Hangul
ValueCountFrequency (%)
성 8050
16.7%
여 4119
 
8.6%
년 4015
 
8.4%
남 3876
 
8.1%
청 3717
 
7.7%
공 2338
 
4.9%
연 1713
 
3.6%
사 1191
 
2.5%
료 1121
 
2.3%
봉 1099
 
2.3%
Other values (186) 16827
35.0%

지역
Text

Distinct51
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size77.9 KiB
2024-05-03T19:11:13.579060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length62
Median length3
Mean length2.6802933
Min length2

Characters and Unicode

Total characters26685
Distinct characters41
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique19 ?
Unique (%)0.2%

Sample

1st row의정부시
2nd row의왕시
3rd row용인시
4th row용인시
5th row용인시
ValueCountFrequency (%)
전체 3807
38.2%
성남시 555
 
5.6%
수원시 531
 
5.3%
고양시 469
 
4.7%
용인시 464
 
4.7%
부천시 369
 
3.7%
화성시 329
 
3.3%
광명시 293
 
2.9%
군포시 267
 
2.7%
김포시 252
 
2.5%
Other values (41) 2620
26.3%
2024-05-03T19:11:14.245820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
시 6192
23.2%
전 3815
14.3%
체 3815
14.3%
성 982
 
3.7%
양 970
 
3.6%
천 825
 
3.1%
남 823
 
3.1%
주 635
 
2.4%
포 584
 
2.2%
안 542
 
2.0%
Other values (31) 7502
28.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 26613
99.7%
Other Punctuation 72
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
시 6192
23.3%
전 3815
14.3%
체 3815
14.3%
성 982
 
3.7%
양 970
 
3.6%
천 825
 
3.1%
남 823
 
3.1%
주 635
 
2.4%
포 584
 
2.2%
안 542
 
2.0%
Other values (30) 7430
27.9%
Other Punctuation
ValueCountFrequency (%)
, 72
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 26613
99.7%
Common 72
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
시 6192
23.3%
전 3815
14.3%
체 3815
14.3%
성 982
 
3.7%
양 970
 
3.6%
천 825
 
3.1%
남 823
 
3.1%
주 635
 
2.4%
포 584
 
2.2%
안 542
 
2.0%
Other values (30) 7430
27.9%
Common
ValueCountFrequency (%)
, 72
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 26613
99.7%
ASCII 72
 
0.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
시 6192
23.3%
전 3815
14.3%
체 3815
14.3%
성 982
 
3.7%
양 970
 
3.6%
천 825
 
3.1%
남 823
 
3.1%
주 635
 
2.4%
포 584
 
2.2%
안 542
 
2.0%
Other values (30) 7430
27.9%
ASCII
ValueCountFrequency (%)
, 72
100.0%

카테고리
Categorical

IMBALANCE 

Distinct33
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size77.9 KiB
문화ㆍ예술ㆍ관광
4647 
워라밸 활동
2309 
봉사
1411 
워라밸 교육
1168 
봉사,문화ㆍ예술ㆍ관광
 
66
Other values (28)
 
355

Length

Max length15
Median length13
Mean length6.4581157
Min length2

Unique

Unique6 ?
Unique (%)0.1%

Sample

1st row워라밸 활동
2nd row문화ㆍ예술ㆍ관광
3rd row워라밸 활동
4th row워라밸 활동
5th row문화ㆍ예술ㆍ관광

Common Values

ValueCountFrequency (%)
문화ㆍ예술ㆍ관광 4647
46.7%
워라밸 활동 2309
23.2%
봉사 1411
 
14.2%
워라밸 교육 1168
 
11.7%
봉사,문화ㆍ예술ㆍ관광 66
 
0.7%
문화ㆍ예술ㆍ관광,봉사 64
 
0.6%
생활정보 48
 
0.5%
금융ㆍ재테크 43
 
0.4%
직업교육 39
 
0.4%
가족친화 27
 
0.3%
Other values (23) 134
 
1.3%

Length

2024-05-03T19:11:14.605996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
문화ㆍ예술ㆍ관광 4647
34.4%
워라밸 3513
26.0%
활동 2345
17.3%
봉사 1411
 
10.4%
교육 1181
 
8.7%
봉사,문화ㆍ예술ㆍ관광 66
 
0.5%
문화ㆍ예술ㆍ관광,봉사 64
 
0.5%
생활정보 48
 
0.4%
금융ㆍ재테크 43
 
0.3%
직업교육 39
 
0.3%
Other values (23) 161
 
1.2%

이미지URL
Text

Distinct9879
Distinct (%)99.3%
Missing8
Missing (%)0.1%
Memory size77.9 KiB
2024-05-03T19:11:15.245869image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length75
Median length74
Mean length74.000101
Min length74

Characters and Unicode

Total characters736153
Distinct characters37
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique9814 ?
Unique (%)98.7%

Sample

1st rowhttps://13b.gg.go.kr/api/getImage/52d4538c-d1af-4ff2-8572-ba71cc1c6f15.jpg
2nd rowhttps://13b.gg.go.kr/api/getImage/9e5eeb7a-c541-457d-a6a7-a46c92ce4ff2.jpg
3rd rowhttps://13b.gg.go.kr/api/getImage/72cec158-4a81-4698-a102-a1f4ab1035c8.jpg
4th rowhttps://13b.gg.go.kr/api/getImage/d6b56a7f-978c-4305-a589-d73e085415b0.jpg
5th rowhttps://13b.gg.go.kr/api/getImage/8d6afd7f-6ce4-438a-8a0e-b265f3845fc5.jpg
ValueCountFrequency (%)
https://13b.gg.go.kr/api/getimage/e2c229ab-d01f-4d1e-840b-29f8a61752b6.jpg 4
 
< 0.1%
https://13b.gg.go.kr/api/getimage/f3c4c3f1-0824-4511-8ebe-9363c2ba8d5f.jpg 3
 
< 0.1%
https://13b.gg.go.kr/api/getimage/11512b20-dc80-4095-a298-68f439dbd7d9.jpg 3
 
< 0.1%
https://13b.gg.go.kr/api/getimage/e1f0333d-bddb-41c4-b6a6-4f2e35b75873.jpg 2
 
< 0.1%
https://13b.gg.go.kr/api/getimage/cda43612-5cf3-4918-b27f-f264f00db0ad.jpg 2
 
< 0.1%
https://13b.gg.go.kr/api/getimage/d498c2f6-7a67-4fc2-8bb5-d118691c15c2.jpg 2
 
< 0.1%
https://13b.gg.go.kr/api/getimage/52824cdd-a9a6-4127-9edc-2bf0b941e337.png 2
 
< 0.1%
https://13b.gg.go.kr/api/getimage/dbd276b8-303d-4cec-9453-267da382d327.jpg 2
 
< 0.1%
https://13b.gg.go.kr/api/getimage/b220fe23-afee-4a10-9cb1-d6fd59e87d97.jpg 2
 
< 0.1%
https://13b.gg.go.kr/api/getimage/ef966154-5d2f-4a4b-9f12-6d8fe928e53b.jpg 2
 
< 0.1%
Other values (9869) 9924
99.8%
2024-05-03T19:11:16.174896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
g 59189
 
8.0%
/ 49740
 
6.8%
a 41081
 
5.6%
- 39792
 
5.4%
. 39792
 
5.4%
e 38525
 
5.2%
b 31020
 
4.2%
t 29844
 
4.1%
p 29345
 
4.0%
1 28654
 
3.9%
Other values (27) 349171
47.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 364296
49.5%
Decimal Number 221140
30.0%
Other Punctuation 99480
 
13.5%
Dash Punctuation 39792
 
5.4%
Uppercase Letter 11445
 
1.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
g 59189
16.2%
a 41081
11.3%
e 38525
10.6%
b 31020
8.5%
t 29844
8.2%
p 29345
8.1%
c 18941
 
5.2%
d 18733
 
5.1%
f 18533
 
5.1%
h 9948
 
2.7%
Other values (8) 69137
19.0%
Decimal Number
ValueCountFrequency (%)
1 28654
13.0%
4 28653
13.0%
3 28580
12.9%
8 21158
9.6%
9 21103
9.5%
7 18811
8.5%
6 18748
8.5%
0 18566
8.4%
2 18564
8.4%
5 18303
8.3%
Uppercase Letter
ValueCountFrequency (%)
I 9948
86.9%
P 499
 
4.4%
G 499
 
4.4%
N 295
 
2.6%
J 204
 
1.8%
Other Punctuation
ValueCountFrequency (%)
/ 49740
50.0%
. 39792
40.0%
: 9948
 
10.0%
Dash Punctuation
ValueCountFrequency (%)
- 39792
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 375741
51.0%
Common 360412
49.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
g 59189
15.8%
a 41081
10.9%
e 38525
10.3%
b 31020
 
8.3%
t 29844
 
7.9%
p 29345
 
7.8%
c 18941
 
5.0%
d 18733
 
5.0%
f 18533
 
4.9%
h 9948
 
2.6%
Other values (13) 80582
21.4%
Common
ValueCountFrequency (%)
/ 49740
13.8%
- 39792
11.0%
. 39792
11.0%
1 28654
8.0%
4 28653
8.0%
3 28580
7.9%
8 21158
 
5.9%
9 21103
 
5.9%
7 18811
 
5.2%
6 18748
 
5.2%
Other values (4) 65381
18.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 736153
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
g 59189
 
8.0%
/ 49740
 
6.8%
a 41081
 
5.6%
- 39792
 
5.4%
. 39792
 
5.4%
e 38525
 
5.2%
b 31020
 
4.2%
t 29844
 
4.1%
p 29345
 
4.0%
1 28654
 
3.9%
Other values (27) 349171
47.4%

Correlations

2024-05-03T19:11:16.361771image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지역카테고리
지역1.0000.411
카테고리0.4111.000

Missing values

2024-05-03T19:11:04.392042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-03T19:11:04.708156image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
2024-05-03T19:11:04.960020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

제목접수기간(시작)접수기간(종료)등록일컨텐츠주체기관상세URL태그지역카테고리이미지URL
0[의정부] 시민에게 다가가는 현장시장실 운영(5월)2024-05-03 00:002024-05-31 00:002024-04-30 17:49의정부시청https://13b.gg.go.kr/content/25133지원정책,시민참여단,시군등기타의정부시워라밸 활동https://13b.gg.go.kr/api/getImage/52d4538c-d1af-4ff2-8572-ba71cc1c6f15.jpg
1철도야 놀자! 「2024 의왕철도축제」 안내2024-05-04 00:002024-05-05 00:002024-04-30 16:50의왕시청https://13b.gg.go.kr/content/25127전시,축제,행사,공연,체험의왕시문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/9e5eeb7a-c541-457d-a6a7-a46c92ce4ff2.jpg
2제24회 용인사이버과학축제 (대)학생·청소년 IT/과학 체험부스 참가 동아리 모집2024-04-15 00:002024-05-31 00:002024-04-30 16:10용인시청https://13b.gg.go.kr/content/25122모집공고,청소년,대학생,동아리,축제,행사용인시워라밸 활동https://13b.gg.go.kr/api/getImage/72cec158-4a81-4698-a102-a1f4ab1035c8.jpg
3제24회 용인사이버과학축제 관내 IT/과학 관련 기업·기관 홍보 및 체험부스 모집2024-04-15 00:002024-05-31 00:002024-04-30 16:05용인시청https://13b.gg.go.kr/content/25121모집공고,서민/중소기업,축제,행사용인시워라밸 활동https://13b.gg.go.kr/api/getImage/d6b56a7f-978c-4305-a589-d73e085415b0.jpg
4「2024년 용인특례시 어린이날 대축제」 에 놀러오세요~ (장소변경:미르스타디움)2024-05-04 00:002024-05-04 00:002024-04-30 15:38용인시청https://13b.gg.go.kr/content/25118체험,전시,가족,아동,축제,행사,공연용인시문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/8d6afd7f-6ce4-438a-8a0e-b265f3845fc5.jpg
52024년 발달장애인 장기자랑대회 "슈퍼스타 하나울" 참가자 모집2024-04-25 00:002024-05-13 00:002024-04-30 14:19오산시하나울복지센터https://13b.gg.go.kr/content/25117모집공고,장애인,대회오산시워라밸 활동https://13b.gg.go.kr/api/getImage/e6bc13bf-cf5a-4c34-bf90-55286e958cc0.jpg
6#오산, 그린웨이 불용의약품 배출캠페인 및 투명페트병 교환행사 안내2024-04-12 00:002024-07-26 00:002024-04-30 14:12오산시자원봉사센터https://13b.gg.go.kr/content/25116생활정보,봉사오산시봉사,워라밸 활동https://13b.gg.go.kr/api/getImage/f3c4c3f1-0824-4511-8ebe-9363c2ba8d5f.jpg
7The, 더 행복한 제19회 오산시 어린이날 축제 한마당 안내2024-05-05 00:002024-05-05 00:002024-04-29 18:10오산시청https://13b.gg.go.kr/content/25113가족,공연,전시,체험,아동,행사오산시문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/a2b8e149-9058-4062-8961-895f9aadde75.jpg
8【2024 꿈의 무용단 "오산" 】 신규단원 모집 안내2024-04-23 00:002024-05-06 00:002024-04-29 17:53오산문화재단https://13b.gg.go.kr/content/25110예술,모집공고오산시워라밸 활동https://13b.gg.go.kr/api/getImage/55897eb5-5d54-427b-9b3e-44c90b91deeb.png
9[연천군청년센터] 카네이션 비누만들기 참여자 모집2024-04-22 00:002024-04-30 00:002024-04-29 17:25연천군청년센터https://13b.gg.go.kr/content/25107청년,교육,취미연천군워라밸 교육https://13b.gg.go.kr/api/getImage/8f455ce4-4d33-4d78-8ea3-30d5937a20b8.jpg
제목접수기간(시작)접수기간(종료)등록일컨텐츠주체기관상세URL태그지역카테고리이미지URL
9946다.만.세 이벤트 (대국민 인권 실천 캠페인)2020-11-09 00:002020-12-06 00:002020-11-18 11:20한국관광공사https://13b.gg.go.kr/content/4337남성,여성,청년,무료전체문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/3394298f-a9ee-4236-b060-5dcc4c5c5c0e.jpg
9947Mr.kandinsky 전시2020-11-18 00:002020-12-31 00:002020-11-18 11:19더콘테스트https://13b.gg.go.kr/content/4336남성,여성,청년전체문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/10516897-36ad-4813-98e1-63bcdc83a33d.png
9948여행갈까요 전시2020-11-18 00:002020-12-27 00:002020-11-18 11:15더콘테스트https://13b.gg.go.kr/content/4335여성,남성,청년전체문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/dcea742e-ba2b-464f-afb1-94f79e9de773.png
9949볼로냐 그림책 일러스트 특별전2020-11-18 00:002021-01-19 00:002020-11-18 11:13더콘테스트https://13b.gg.go.kr/content/4334남성,청년,여성전체문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/32125a24-def9-4b84-9a7e-8c03eee5f838.png
9950셀프자원봉사 서울숲 쓰담 쓰담2020-11-18 00:002020-11-30 00:002020-11-18 11:10더콘테스트https://13b.gg.go.kr/content/4333남성,청년,여성전체봉사https://13b.gg.go.kr/api/getImage/b2df2709-8605-4754-b412-6ed0fa2bff2c.png
9951로즈페탈 展2020-11-18 00:002020-12-31 00:002020-11-18 11:07더콘테스트https://13b.gg.go.kr/content/4331남성,청년,여성전체문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/c808f052-2eb4-4337-ae33-f922e6ac0c0c.png
9952[혼족의제왕] 2.0 베타테스터 모집2020-11-17 00:002020-11-29 00:002020-11-18 11:07혼족의제왕https://13b.gg.go.kr/content/4332남성,여성,청년,무료전체문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/af30c503-e785-4212-bda6-1d51fd7d09d3.jpg
9953[한국과학창의재단] 2020 대한민국 과학기술대전 온라인 서포터즈 모집2020-11-17 00:002020-12-02 00:002020-11-18 11:04한국과학창의재단https://13b.gg.go.kr/content/4330무료,여성,청년,남성전체봉사,문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/7d14e62f-72b1-4678-80c8-d954484bfeb3.jpg
9954[조성아뷰티] 홈쇼퍼터즈 1기 모집2020-11-17 00:002020-11-30 00:002020-11-18 11:03조성아뷰티https://13b.gg.go.kr/content/4328여성,청년,남성,무료전체봉사,문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/bcbf998b-0c1d-4c69-abb0-775a72cb76f8.jpg
9955모네, 빛을 그리다展 Ⅲ2020-11-18 00:002021-01-31 00:002020-11-18 11:03더콘테스트https://13b.gg.go.kr/content/4329청년,여성,남성전체문화ㆍ예술ㆍ관광https://13b.gg.go.kr/api/getImage/5f615a9d-f3de-4991-b9fd-5e1599e37a0e.png