Overview

Dataset statistics

Number of variables5
Number of observations128
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.3 KiB
Average record size in memory42.0 B

Variable types

Numeric1
Text3
Categorical1

Dataset

Description서울특별시 강서구 까치뉴스(소식지)에 대한 전자북링크주소 및 섬네일이미지 주소정보입니다.데이터는 제목/뉴스상세주소/섬네일이미지주소/데이터기준일자 로 구성되어 있습니다.
Author서울특별시 강서구
URLhttps://www.data.go.kr/data/15116989/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
연번 has unique valuesUnique
제목 has unique valuesUnique
뉴스상세주소 has unique valuesUnique
섬네일이미지주소 has unique valuesUnique

Reproduction

Analysis started2023-12-12 06:15:40.323871
Analysis finished2023-12-12 06:15:40.736584
Duration0.41 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct128
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean64.5
Minimum1
Maximum128
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-12T15:15:40.809678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile7.35
Q132.75
median64.5
Q396.25
95-th percentile121.65
Maximum128
Range127
Interquartile range (IQR)63.5

Descriptive statistics

Standard deviation37.094474
Coefficient of variation (CV)0.57510812
Kurtosis-1.2
Mean64.5
Median Absolute Deviation (MAD)32
Skewness0
Sum8256
Variance1376
MonotonicityStrictly increasing
2023-12-12T15:15:41.002858image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.8%
66 1
 
0.8%
96 1
 
0.8%
95 1
 
0.8%
94 1
 
0.8%
93 1
 
0.8%
92 1
 
0.8%
91 1
 
0.8%
90 1
 
0.8%
89 1
 
0.8%
Other values (118) 118
92.2%
ValueCountFrequency (%)
1 1
0.8%
2 1
0.8%
3 1
0.8%
4 1
0.8%
5 1
0.8%
6 1
0.8%
7 1
0.8%
8 1
0.8%
9 1
0.8%
10 1
0.8%
ValueCountFrequency (%)
128 1
0.8%
127 1
0.8%
126 1
0.8%
125 1
0.8%
124 1
0.8%
123 1
0.8%
122 1
0.8%
121 1
0.8%
120 1
0.8%
119 1
0.8%

제목
Text

UNIQUE 

Distinct128
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2023-12-12T15:15:41.229609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length9
Mean length9.25
Min length9

Characters and Unicode

Total characters1184
Distinct characters14
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

Unique128 ?
Unique (%)100.0%

Sample

1st row2023년 7월호
2nd row2023년 6월호
3rd row2023년 5월호
4th row2023년 4월호
5th row2023년 3월호
ValueCountFrequency (%)
2014년 12
 
4.7%
2017년 12
 
4.7%
2019년 12
 
4.7%
3월호 12
 
4.7%
2018년 12
 
4.7%
1월호 12
 
4.7%
2022년 12
 
4.7%
2021년 12
 
4.7%
2013년 12
 
4.7%
2020년 12
 
4.7%
Other values (14) 136
53.1%
2023-12-12T15:15:41.572325image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 215
18.2%
0 150
12.7%
1 149
12.6%
130
11.0%
년 128
10.8%
월 128
10.8%
호 128
10.8%
3 31
 
2.6%
7 23
 
1.9%
4 23
 
1.9%
Other values (4) 79
 
6.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 670
56.6%
Other Letter 384
32.4%
Space Separator 130
 
11.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 215
32.1%
0 150
22.4%
1 149
22.2%
3 31
 
4.6%
7 23
 
3.4%
4 23
 
3.4%
6 22
 
3.3%
8 22
 
3.3%
9 21
 
3.1%
5 14
 
2.1%
Other Letter
ValueCountFrequency (%)
년 128
33.3%
월 128
33.3%
호 128
33.3%
Space Separator
ValueCountFrequency (%)
130
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 800
67.6%
Hangul 384
32.4%

Most frequent character per script

Common
ValueCountFrequency (%)
2 215
26.9%
0 150
18.8%
1 149
18.6%
130
16.2%
3 31
 
3.9%
7 23
 
2.9%
4 23
 
2.9%
6 22
 
2.8%
8 22
 
2.8%
9 21
 
2.6%
Hangul
ValueCountFrequency (%)
년 128
33.3%
월 128
33.3%
호 128
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 800
67.6%
Hangul 384
32.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 215
26.9%
0 150
18.8%
1 149
18.6%
130
16.2%
3 31
 
3.9%
7 23
 
2.9%
4 23
 
2.9%
6 22
 
2.8%
8 22
 
2.8%
9 21
 
2.6%
Hangul
ValueCountFrequency (%)
년 128
33.3%
월 128
33.3%
호 128
33.3%

뉴스상세주소
Text

UNIQUE 

Distinct128
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2023-12-12T15:15:41.864929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length94
Median length93
Mean length71.914062
Min length50

Characters and Unicode

Total characters9205
Distinct characters43
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique128 ?
Unique (%)100.0%

Sample

1st rowhttp://gangseokkachi.kr/e-book/ecatalog5.php?Dir=62
2nd rowhttp://gangseokkachi.kr/e-book/ecatalog5.php?Dir=60
3rd rowhttp://gangseokkachi.kr/e-book/ecatalog5.php?Dir=59
4th rowhttp://gangseokkachi.kr/e-book/ecatalog5.php?Dir=58
5th rowhttp://gangseokkachi.kr/e-book/ecatalog5.php?Dir=56
ValueCountFrequency (%)
http://gangseokkachi.kr/e-book/ecatalog5.php?dir=62 1
 
0.8%
http://gangseokkachi.kr/e-book/ecatalog5.php?dir=60 1
 
0.8%
http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201411270227 1
 
0.8%
http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201412260250 1
 
0.8%
http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201501260606 1
 
0.8%
http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201502260242 1
 
0.8%
http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201503250425 1
 
0.8%
http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata2/news201601/index.html 1
 
0.8%
http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata2/news201602/index.html 1
 
0.8%
http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata2/news201603/index.html 1
 
0.8%
Other values (118) 118
92.2%
2023-12-12T15:15:42.288245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 644
 
7.0%
o 626
 
6.8%
a 550
 
6.0%
t 516
 
5.6%
e 507
 
5.5%
. 426
 
4.6%
r 426
 
4.6%
n 383
 
4.2%
0 377
 
4.1%
p 375
 
4.1%
Other values (33) 4375
47.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 6344
68.9%
Other Punctuation 1364
 
14.8%
Decimal Number 1251
 
13.6%
Math Symbol 81
 
0.9%
Uppercase Letter 43
 
0.5%
Dash Punctuation 43
 
0.5%
Space Separator 41
 
0.4%
Connector Punctuation 38
 
0.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 626
 
9.9%
a 550
 
8.7%
t 516
 
8.1%
e 507
 
8.0%
r 426
 
6.7%
n 383
 
6.0%
p 375
 
5.9%
h 346
 
5.5%
k 333
 
5.2%
i 332
 
5.2%
Other values (14) 1950
30.7%
Decimal Number
ValueCountFrequency (%)
0 377
30.1%
2 226
18.1%
7 203
16.2%
1 153
12.2%
5 97
 
7.8%
4 48
 
3.8%
6 45
 
3.6%
3 40
 
3.2%
9 32
 
2.6%
8 30
 
2.4%
Other Punctuation
ValueCountFrequency (%)
/ 644
47.2%
. 426
31.2%
: 213
 
15.6%
? 81
 
5.9%
Math Symbol
ValueCountFrequency (%)
= 81
100.0%
Uppercase Letter
ValueCountFrequency (%)
D 43
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 43
100.0%
Space Separator
ValueCountFrequency (%)
41
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 38
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 6387
69.4%
Common 2818
30.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 626
 
9.8%
a 550
 
8.6%
t 516
 
8.1%
e 507
 
7.9%
r 426
 
6.7%
n 383
 
6.0%
p 375
 
5.9%
h 346
 
5.4%
k 333
 
5.2%
i 332
 
5.2%
Other values (15) 1993
31.2%
Common
ValueCountFrequency (%)
/ 644
22.9%
. 426
15.1%
0 377
13.4%
2 226
 
8.0%
: 213
 
7.6%
7 203
 
7.2%
1 153
 
5.4%
5 97
 
3.4%
= 81
 
2.9%
? 81
 
2.9%
Other values (8) 317
11.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 9205
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 644
 
7.0%
o 626
 
6.8%
a 550
 
6.0%
t 516
 
5.6%
e 507
 
5.5%
. 426
 
4.6%
r 426
 
4.6%
n 383
 
4.2%
0 377
 
4.1%
p 375
 
4.1%
Other values (33) 4375
47.5%

섬네일이미지주소
Text

UNIQUE 

Distinct128
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2023-12-12T15:15:42.630241image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length107
Median length107
Mean length107
Min length107

Characters and Unicode

Total characters13696
Distinct characters49
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

Unique128 ?
Unique (%)100.0%

Sample

1st rowhttps://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=290947&fileTy=THUMBNAIL&thumbTy=L&fileNo=1
2nd rowhttps://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=290365&fileTy=THUMBNAIL&thumbTy=L&fileNo=3
3rd rowhttps://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=289477&fileTy=THUMBNAIL&thumbTy=L&fileNo=1
4th rowhttps://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=288758&fileTy=THUMBNAIL&thumbTy=L&fileNo=1
5th rowhttps://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=288058&fileTy=THUMBNAIL&thumbTy=L&fileNo=1
ValueCountFrequency (%)
https://www.gangseo.seoul.kr/comm/getimage?srvcid=bbsty4&upperno=290947&filety=thumbnail&thumbty=l&fileno=1 1
 
0.8%
https://www.gangseo.seoul.kr/comm/getimage?srvcid=bbsty4&upperno=290365&filety=thumbnail&thumbty=l&fileno=3 1
 
0.8%
https://www.gangseo.seoul.kr/comm/getimage?srvcid=bbsty4&upperno=151790&filety=thumbnail&thumbty=l&fileno=1 1
 
0.8%
https://www.gangseo.seoul.kr/comm/getimage?srvcid=bbsty4&upperno=151791&filety=thumbnail&thumbty=l&fileno=1 1
 
0.8%
https://www.gangseo.seoul.kr/comm/getimage?srvcid=bbsty4&upperno=151792&filety=thumbnail&thumbty=l&fileno=1 1
 
0.8%
https://www.gangseo.seoul.kr/comm/getimage?srvcid=bbsty4&upperno=151793&filety=thumbnail&thumbty=l&fileno=1 1
 
0.8%
https://www.gangseo.seoul.kr/comm/getimage?srvcid=bbsty4&upperno=151794&filety=thumbnail&thumbty=l&fileno=1 1
 
0.8%
https://www.gangseo.seoul.kr/comm/getimage?srvcid=bbsty4&upperno=151795&filety=thumbnail&thumbty=l&fileno=1 1
 
0.8%
https://www.gangseo.seoul.kr/comm/getimage?srvcid=bbsty4&upperno=151796&filety=thumbnail&thumbty=l&fileno=1 1
 
0.8%
https://www.gangseo.seoul.kr/comm/getimage?srvcid=bbsty4&upperno=151797&filety=thumbnail&thumbty=l&fileno=1 1
 
0.8%
Other values (118) 118
92.2%
2023-12-12T15:15:43.251364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 896
 
6.5%
o 640
 
4.7%
= 640
 
4.7%
s 512
 
3.7%
/ 512
 
3.7%
T 512
 
3.7%
& 512
 
3.7%
g 512
 
3.7%
m 512
 
3.7%
t 512
 
3.7%
Other values (39) 7936
57.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 7680
56.1%
Uppercase Letter 2688
 
19.6%
Other Punctuation 1664
 
12.1%
Decimal Number 1024
 
7.5%
Math Symbol 640
 
4.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 896
 
11.7%
o 640
 
8.3%
s 512
 
6.7%
g 512
 
6.7%
m 512
 
6.7%
t 512
 
6.7%
l 384
 
5.0%
r 384
 
5.0%
u 384
 
5.0%
p 384
 
5.0%
Other values (12) 2560
33.3%
Uppercase Letter
ValueCountFrequency (%)
T 512
19.0%
N 384
14.3%
I 384
14.3%
B 384
14.3%
L 256
9.5%
S 128
 
4.8%
A 128
 
4.8%
M 128
 
4.8%
U 128
 
4.8%
H 128
 
4.8%
Decimal Number
ValueCountFrequency (%)
1 351
34.3%
4 156
15.2%
5 147
14.4%
8 112
 
10.9%
7 76
 
7.4%
2 55
 
5.4%
0 39
 
3.8%
3 31
 
3.0%
9 30
 
2.9%
6 27
 
2.6%
Other Punctuation
ValueCountFrequency (%)
/ 512
30.8%
& 512
30.8%
. 384
23.1%
: 128
 
7.7%
? 128
 
7.7%
Math Symbol
ValueCountFrequency (%)
= 640
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 10368
75.7%
Common 3328
 
24.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 896
 
8.6%
o 640
 
6.2%
s 512
 
4.9%
T 512
 
4.9%
g 512
 
4.9%
m 512
 
4.9%
t 512
 
4.9%
l 384
 
3.7%
N 384
 
3.7%
I 384
 
3.7%
Other values (23) 5120
49.4%
Common
ValueCountFrequency (%)
= 640
19.2%
/ 512
15.4%
& 512
15.4%
. 384
11.5%
1 351
10.5%
4 156
 
4.7%
5 147
 
4.4%
: 128
 
3.8%
? 128
 
3.8%
8 112
 
3.4%
Other values (6) 258
7.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 13696
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 896
 
6.5%
o 640
 
4.7%
= 640
 
4.7%
s 512
 
3.7%
/ 512
 
3.7%
T 512
 
3.7%
& 512
 
3.7%
g 512
 
3.7%
m 512
 
3.7%
t 512
 
3.7%
Other values (39) 7936
57.9%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2023-07-25
128 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-25
2nd row2023-07-25
3rd row2023-07-25
4th row2023-07-25
5th row2023-07-25

Common Values

ValueCountFrequency (%)
2023-07-25 128
100.0%

Length

2023-12-12T15:15:43.384166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T15:15:43.489151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-25 128
100.0%

Interactions

2023-12-12T15:15:40.451077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-12T15:15:40.575605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T15:15:40.694910image/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

연번제목뉴스상세주소섬네일이미지주소데이터기준일자
012023년 7월호http://gangseokkachi.kr/e-book/ecatalog5.php?Dir=62https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=290947&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
122023년 6월호http://gangseokkachi.kr/e-book/ecatalog5.php?Dir=60https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=290365&fileTy=THUMBNAIL&thumbTy=L&fileNo=32023-07-25
232023년 5월호http://gangseokkachi.kr/e-book/ecatalog5.php?Dir=59https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=289477&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
342023년 4월호http://gangseokkachi.kr/e-book/ecatalog5.php?Dir=58https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=288758&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
452023년 3월호http://gangseokkachi.kr/e-book/ecatalog5.php?Dir=56https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=288058&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
562023년 2월호http://gangseokkachi.kr/e-book/ecatalog5.php?Dir=55https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=287158&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
672023년 1월호http://gangseokkachi.kr/e-book/ecatalog5.php?Dir=54https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=286581&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
782022년 12월호http://gangseokkachi.kr/e-book/ecatalog5.php?Dir=52https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=285913&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
892022년 11월호http://gangseokkachi.kr/e-book/ecatalog5.php?Dir=51https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=284877&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
9102022년 10월호http://gangseokkachi.kr/e-book/ecatalog5.php?Dir=50https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=284312&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
연번제목뉴스상세주소섬네일이미지주소데이터기준일자
1181192012년 11월호http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201211270157https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=151766&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
1191202012년 10월호http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201210251120https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=151765&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
1201212012년 9월호http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201209260955https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=151764&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
1211222012년 8월호http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201208280204https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=151763&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
1221232012년 7월호http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201207260956https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=151762&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
1231242012년 6월호http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201206261025https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=151761&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
1241252012년 5월호http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201205291140https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=151760&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
1251262012년 4월호http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201204251019https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=151759&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
1261272012년 3월호http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201203231117https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=151758&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25
1271282012년 1월호http://vrphoto.gangseo.seoul.kr:7070/vradmin/vrdata/open_ibook.jsp?filekey=admin201202100939https://www.gangseo.seoul.kr/comm/getImage?srvcId=BBSTY4&upperNo=151756&fileTy=THUMBNAIL&thumbTy=L&fileNo=12023-07-25