Overview

Dataset statistics

Number of variables11
Number of observations418
Missing cells32
Missing cells (%)0.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory36.1 KiB
Average record size in memory88.3 B

Variable types

Text6
Categorical5

Dataset

Description서울특별시 용산구 육아종합지원센터 교육강좌 정보 현황(글번호, 글등록자, 제목, 내용, 조회수, 글작성일, 첨부파일명, 첨부파일실제경로)에 대한 데이터를 제공합니다.
Author서울특별시 용산구
URLhttps://www.data.go.kr/data/15039213/fileData.do

Alerts

첨부파일실제경로 is highly overall correlated with 글등록자 and 3 other fieldsHigh correlation
글등록자 is highly overall correlated with 첨부파일명2 and 3 other fieldsHigh correlation
첨부파일명2 is highly overall correlated with 글등록자 and 3 other fieldsHigh correlation
첨부파일명3 is highly overall correlated with 글등록자 and 3 other fieldsHigh correlation
첨부파일명4 is highly overall correlated with 글등록자 and 3 other fieldsHigh correlation
글등록자 is highly imbalanced (97.6%)Imbalance
첨부파일명3 is highly imbalanced (54.9%)Imbalance
첨부파일명4 is highly imbalanced (90.8%)Imbalance
첨부파일실제경로 is highly imbalanced (83.7%)Imbalance
첨부파일명1 has 32 (7.7%) missing valuesMissing
글번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 02:30:17.141415
Analysis finished2023-12-12 02:30:18.329658
Duration1.19 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

글번호
Text

UNIQUE 

Distinct418
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T11:30:18.765583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length6
Median length4
Mean length4.0191388
Min length3

Characters and Unicode

Total characters1680
Distinct characters16
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

Unique418 ?
Unique (%)100.0%

Sample

1st rowkb_idx
2nd row8033
3rd row8032
4th row8024
5th row8010
ValueCountFrequency (%)
kb_idx 1
 
0.2%
2148 1
 
0.2%
5036 1
 
0.2%
5039 1
 
0.2%
5035 1
 
0.2%
5044 1
 
0.2%
5076 1
 
0.2%
5084 1
 
0.2%
5085 1
 
0.2%
5083 1
 
0.2%
Other values (408) 408
97.6%
2023-12-12T11:30:19.493245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 250
14.9%
7 249
14.8%
1 185
11.0%
6 178
10.6%
4 154
9.2%
9 145
8.6%
2 136
8.1%
3 135
8.0%
8 121
7.2%
0 121
7.2%
Other values (6) 6
 
0.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1674
99.6%
Lowercase Letter 5
 
0.3%
Connector Punctuation 1
 
0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 250
14.9%
7 249
14.9%
1 185
11.1%
6 178
10.6%
4 154
9.2%
9 145
8.7%
2 136
8.1%
3 135
8.1%
8 121
7.2%
0 121
7.2%
Lowercase Letter
ValueCountFrequency (%)
k 1
20.0%
b 1
20.0%
i 1
20.0%
d 1
20.0%
x 1
20.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1675
99.7%
Latin 5
 
0.3%

Most frequent character per script

Common
ValueCountFrequency (%)
5 250
14.9%
7 249
14.9%
1 185
11.0%
6 178
10.6%
4 154
9.2%
9 145
8.7%
2 136
8.1%
3 135
8.1%
8 121
7.2%
0 121
7.2%
Latin
ValueCountFrequency (%)
k 1
20.0%
b 1
20.0%
i 1
20.0%
d 1
20.0%
x 1
20.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1680
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 250
14.9%
7 249
14.8%
1 185
11.0%
6 178
10.6%
4 154
9.2%
9 145
8.6%
2 136
8.1%
3 135
8.0%
8 121
7.2%
0 121
7.2%
Other values (6) 6
 
0.4%

글등록자
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
관리자
417 
kb_name
 
1

Length

Max length7
Median length3
Mean length3.0095694
Min length3

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st rowkb_name
2nd row관리자
3rd row관리자
4th row관리자
5th row관리자

Common Values

ValueCountFrequency (%)
관리자 417
99.8%
kb_name 1
 
0.2%

Length

2023-12-12T11:30:19.681786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:30:19.801830image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
관리자 417
99.8%
kb_name 1
 
0.2%

제목
Text

Distinct388
Distinct (%)92.8%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T11:30:20.068056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length62
Median length43
Mean length28.562201
Min length8

Characters and Unicode

Total characters11939
Distinct characters466
Distinct categories12 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique366 ?
Unique (%)87.6%

Sample

1st rowkb_title
2nd row[워킹맘&워킹대디] 워킹맘 힐링 소모임-엄마공방
3rd row[워킹맘&워킹대디] 아빠랑아이랑-미술활동
4th row[보육컨설팅] 열린어린이집 서류 컨설팅 신청 안내
5th row[서빙고동 열린육아방] 부모-자녀프로그램 '동물 독서대 만들기'
ValueCountFrequency (%)
보육교직원 92
 
4.6%
부모교육 77
 
3.9%
클로버 57
 
2.9%
교육 51
 
2.6%
공통부모교육 37
 
1.9%
및 26
 
1.3%
위한 26
 
1.3%
육아지원프로그램 26
 
1.3%
온라인 25
 
1.3%
안내 25
 
1.3%
Other values (824) 1547
77.8%
2023-12-12T11:30:20.517600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1571
 
13.2%
육 657
 
5.5%
교 597
 
5.0%
[ 381
 
3.2%
] 381
 
3.2%
모 300
 
2.5%
아 294
 
2.5%
부 282
 
2.4%
원 219
 
1.8%
보 195
 
1.6%
Other values (456) 7062
59.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 8525
71.4%
Space Separator 1571
 
13.2%
Open Punctuation 487
 
4.1%
Close Punctuation 487
 
4.1%
Decimal Number 388
 
3.2%
Other Punctuation 167
 
1.4%
Dash Punctuation 112
 
0.9%
Lowercase Letter 71
 
0.6%
Math Symbol 66
 
0.6%
Uppercase Letter 50
 
0.4%
Other values (2) 15
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
육 657
 
7.7%
교 597
 
7.0%
모 300
 
3.5%
아 294
 
3.4%
부 282
 
3.3%
원 219
 
2.6%
보 195
 
2.3%
이 149
 
1.7%
로 139
 
1.6%
사 134
 
1.6%
Other values (384) 5559
65.2%
Lowercase Letter
ValueCountFrequency (%)
t 9
12.7%
u 9
12.7%
a 8
11.3%
o 7
9.9%
q 6
8.5%
r 5
7.0%
e 5
7.0%
l 4
 
5.6%
p 3
 
4.2%
k 3
 
4.2%
Other values (9) 12
16.9%
Uppercase Letter
ValueCountFrequency (%)
T 10
20.0%
E 5
10.0%
P 5
10.0%
I 4
 
8.0%
R 4
 
8.0%
D 3
 
6.0%
C 3
 
6.0%
A 3
 
6.0%
S 3
 
6.0%
U 2
 
4.0%
Other values (7) 8
16.0%
Decimal Number
ValueCountFrequency (%)
1 111
28.6%
2 99
25.5%
0 57
14.7%
9 24
 
6.2%
8 20
 
5.2%
3 18
 
4.6%
6 16
 
4.1%
7 15
 
3.9%
4 14
 
3.6%
5 14
 
3.6%
Other Punctuation
ValueCountFrequency (%)
' 93
55.7%
& 25
 
15.0%
: 24
 
14.4%
· 7
 
4.2%
; 7
 
4.2%
/ 4
 
2.4%
. 3
 
1.8%
? 2
 
1.2%
! 2
 
1.2%
Open Punctuation
ValueCountFrequency (%)
[ 381
78.2%
( 95
 
19.5%
「 7
 
1.4%
『 4
 
0.8%
Close Punctuation
ValueCountFrequency (%)
] 381
78.2%
) 95
 
19.5%
」 7
 
1.4%
』 4
 
0.8%
Math Symbol
ValueCountFrequency (%)
> 30
45.5%
< 30
45.5%
~ 6
 
9.1%
Letter Number
ValueCountFrequency (%)
Ⅱ 2
50.0%
Ⅲ 1
25.0%
Ⅰ 1
25.0%
Space Separator
ValueCountFrequency (%)
1571
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 112
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 11
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 8525
71.4%
Common 3289
 
27.5%
Latin 125
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
육 657
 
7.7%
교 597
 
7.0%
모 300
 
3.5%
아 294
 
3.4%
부 282
 
3.3%
원 219
 
2.6%
보 195
 
2.3%
이 149
 
1.7%
로 139
 
1.6%
사 134
 
1.6%
Other values (384) 5559
65.2%
Latin
ValueCountFrequency (%)
T 10
 
8.0%
t 9
 
7.2%
u 9
 
7.2%
a 8
 
6.4%
o 7
 
5.6%
q 6
 
4.8%
E 5
 
4.0%
P 5
 
4.0%
r 5
 
4.0%
e 5
 
4.0%
Other values (29) 56
44.8%
Common
ValueCountFrequency (%)
1571
47.8%
[ 381
 
11.6%
] 381
 
11.6%
- 112
 
3.4%
1 111
 
3.4%
2 99
 
3.0%
( 95
 
2.9%
) 95
 
2.9%
' 93
 
2.8%
0 57
 
1.7%
Other values (23) 294
 
8.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 8525
71.4%
ASCII 3381
 
28.3%
None 29
 
0.2%
Number Forms 4
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1571
46.5%
[ 381
 
11.3%
] 381
 
11.3%
- 112
 
3.3%
1 111
 
3.3%
2 99
 
2.9%
( 95
 
2.8%
) 95
 
2.8%
' 93
 
2.8%
0 57
 
1.7%
Other values (54) 386
 
11.4%
Hangul
ValueCountFrequency (%)
육 657
 
7.7%
교 597
 
7.0%
모 300
 
3.5%
아 294
 
3.4%
부 282
 
3.3%
원 219
 
2.6%
보 195
 
2.3%
이 149
 
1.7%
로 139
 
1.6%
사 134
 
1.6%
Other values (384) 5559
65.2%
None
ValueCountFrequency (%)
· 7
24.1%
」 7
24.1%
「 7
24.1%
『 4
13.8%
』 4
13.8%
Number Forms
ValueCountFrequency (%)
Ⅱ 2
50.0%
Ⅲ 1
25.0%
Ⅰ 1
25.0%

내용
Text

Distinct417
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T11:30:20.827456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length507
Mean length335.63158
Min length10

Characters and Unicode

Total characters140294
Distinct characters399
Distinct categories13 ?
Distinct scripts4 ?
Distinct blocks7 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique416 ?
Unique (%)99.5%

Sample

1st rowkb_content
2nd row<div class="auto-fes-line"><a src="http://www.ysccic.or.kr/sub/sche_view.htm?idx=14016&amp;kpc_idx=10" target="_self"><div class="auto-fes-title">2021년 10 월 16일 행사신청바로가기 ☞</div></a><p><img width="901" height="901" title="%EC%9B%8C%ED%82%B9%EB%A7%98%20%ED%9E%90%EB%A7%81%20%EC%86%8C%EB%AA%A8%EC%9E%84-%EC%97%84%EB%A7%88%20%EA%B3%B5%EB%B0%A9.jpg" style="width: 819px; height: 812px; max-width: 900px; heigth: auto;" src="http://www.ysccic.or.kr/upload/smartupload/1631495552_s_925.jpg"><br style="clear: both;">&nbsp;</p></div>
3rd row<div class="auto-fes-line"><a src="http://www.ysccic.or.kr/sub/sche_view.htm?idx=14015&kpc_idx=10" target="_self"><div class="auto-fes-title">2021년 10 월 30일 행사신청바로가기 ☞</div></a><p><img src="http://www.ysccic.or.kr/upload/smartupload/1631495368_s_557.jpg" title="1030-%EC%95%84%EB%B9%A0%EB%9E%91%EC%95%84%EC%9D%B4%EB%9E%91-%EB%AF%B8%EC%88%A0%ED%99%9C%EB%8F%99.jpg" style="max-width:900px;heigth:auto;"><br style="clear:both;">&nbsp;</p></div>
4th row<p><img title="2021년 열린어린이집 컨설팅 안내문(서류)001.jpg" style="max-width: 900px; heigth: auto;" src="http://www.ysccic.or.kr/upload/smartupload/1631263426_s_748.jpg"><br style="clear: both;">&nbsp;</p>
5th row<div class="auto-fes-line"><a src="http://www.ysccic.or.kr/sub/sche_pview.htm?idx=14014&kpc_idx=17&kp_idx=4721" target="_self"><div class="auto-fes-title">2021년 10 월 21일 행사신청바로가기 ☞</div></a><p><img src="http://www.ysccic.or.kr/upload/smartupload/1631160676_s_992.jpg" title="10%EC%9B%94%20%EB%B6%80%EB%AA%A8%EC%9E%90%EB%85%80%20%EC%95%88%EB%82%B4%EB%AC%B8.jpg" style="max-width:900px;heigth:auto;"><br style="clear:both;"><br style="clear:both;">&nbsp;</p></div>
ValueCountFrequency (%)
target="_self"><div 223
 
3.5%
행사신청바로가기 223
 
3.5%
월 223
 
3.5%
style="clear 213
 
3.4%
div 200
 
3.2%
class="auto-fes-line"><a 193
 
3.1%
☞</div></a><p><img 155
 
2.5%
heigth 143
 
2.3%
auto 143
 
2.3%
900px 139
 
2.2%
Other values (1820) 4442
70.5%
2023-12-12T11:30:21.316692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
t 6691
 
4.8%
6490
 
4.6%
s 5767
 
4.1%
" 5604
 
4.0%
p 4653
 
3.3%
i 4543
 
3.2%
/ 4541
 
3.2%
c 4474
 
3.2%
a 4465
 
3.2%
% 4440
 
3.2%
Other values (389) 88626
63.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 67930
48.4%
Other Punctuation 22147
 
15.8%
Decimal Number 17693
 
12.6%
Math Symbol 10428
 
7.4%
Space Separator 6490
 
4.6%
Uppercase Letter 6242
 
4.4%
Other Letter 5741
 
4.1%
Connector Punctuation 1688
 
1.2%
Dash Punctuation 1411
 
1.0%
Other Symbol 243
 
0.2%
Other values (3) 281
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 303
 
5.3%
월 299
 
5.2%
로 294
 
5.1%
사 291
 
5.1%
년 275
 
4.8%
가 271
 
4.7%
신 269
 
4.7%
청 260
 
4.5%
일 258
 
4.5%
바 255
 
4.4%
Other values (293) 2966
51.7%
Lowercase Letter
ValueCountFrequency (%)
t 6691
 
9.8%
s 5767
 
8.5%
p 4653
 
6.8%
i 4543
 
6.7%
c 4474
 
6.6%
a 4465
 
6.6%
e 4317
 
6.4%
r 3866
 
5.7%
l 3497
 
5.1%
o 2906
 
4.3%
Other values (15) 22751
33.5%
Uppercase Letter
ValueCountFrequency (%)
E 1540
24.7%
B 1166
18.7%
C 1024
16.4%
A 889
14.2%
D 285
 
4.6%
P 174
 
2.8%
N 169
 
2.7%
T 152
 
2.4%
I 129
 
2.1%
G 125
 
2.0%
Other values (15) 589
 
9.4%
Other Punctuation
ValueCountFrequency (%)
" 5604
25.3%
/ 4541
20.5%
% 4440
20.0%
. 3149
14.2%
: 1827
 
8.2%
; 1589
 
7.2%
& 690
 
3.1%
? 247
 
1.1%
# 19
 
0.1%
* 15
 
0.1%
Other values (6) 26
 
0.1%
Decimal Number
ValueCountFrequency (%)
0 2979
16.8%
1 2744
15.5%
2 2144
12.1%
9 2097
11.9%
8 1857
10.5%
5 1616
9.1%
6 1298
7.3%
4 1218
6.9%
3 1015
 
5.7%
7 725
 
4.1%
Math Symbol
ValueCountFrequency (%)
= 3610
34.6%
< 3411
32.7%
> 3398
32.6%
~ 8
 
0.1%
～ 1
 
< 0.1%
Other Symbol
ValueCountFrequency (%)
☞ 231
95.1%
★ 6
 
2.5%
■ 2
 
0.8%
○ 2
 
0.8%
◆ 2
 
0.8%
Close Punctuation
ValueCountFrequency (%)
) 126
90.0%
] 13
 
9.3%
」 1
 
0.7%
Open Punctuation
ValueCountFrequency (%)
( 126
90.0%
[ 13
 
9.3%
「 1
 
0.7%
Space Separator
ValueCountFrequency (%)
6490
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1688
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1411
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 74172
52.9%
Common 60381
43.0%
Hangul 5739
 
4.1%
Han 2
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 303
 
5.3%
월 299
 
5.2%
로 294
 
5.1%
사 291
 
5.1%
년 275
 
4.8%
가 271
 
4.7%
신 269
 
4.7%
청 260
 
4.5%
일 258
 
4.5%
바 255
 
4.4%
Other values (292) 2964
51.6%
Latin
ValueCountFrequency (%)
t 6691
 
9.0%
s 5767
 
7.8%
p 4653
 
6.3%
i 4543
 
6.1%
c 4474
 
6.0%
a 4465
 
6.0%
e 4317
 
5.8%
r 3866
 
5.2%
l 3497
 
4.7%
o 2906
 
3.9%
Other values (40) 28993
39.1%
Common
ValueCountFrequency (%)
6490
 
10.7%
" 5604
 
9.3%
/ 4541
 
7.5%
% 4440
 
7.4%
= 3610
 
6.0%
< 3411
 
5.6%
> 3398
 
5.6%
. 3149
 
5.2%
0 2979
 
4.9%
1 2744
 
4.5%
Other values (36) 20015
33.1%
Han
ValueCountFrequency (%)
心 2
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 134302
95.7%
Hangul 5739
 
4.1%
Misc Symbols 237
 
0.2%
Geometric Shapes 6
 
< 0.1%
None 5
 
< 0.1%
Punctuation 3
 
< 0.1%
CJK 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
t 6691
 
5.0%
6490
 
4.8%
s 5767
 
4.3%
" 5604
 
4.2%
p 4653
 
3.5%
i 4543
 
3.4%
/ 4541
 
3.4%
c 4474
 
3.3%
a 4465
 
3.3%
% 4440
 
3.3%
Other values (75) 82634
61.5%
Hangul
ValueCountFrequency (%)
기 303
 
5.3%
월 299
 
5.2%
로 294
 
5.1%
사 291
 
5.1%
년 275
 
4.8%
가 271
 
4.7%
신 269
 
4.7%
청 260
 
4.5%
일 258
 
4.5%
바 255
 
4.4%
Other values (292) 2964
51.6%
Misc Symbols
ValueCountFrequency (%)
☞ 231
97.5%
★ 6
 
2.5%
Geometric Shapes
ValueCountFrequency (%)
■ 2
33.3%
○ 2
33.3%
◆ 2
33.3%
CJK
ValueCountFrequency (%)
心 2
100.0%
Punctuation
ValueCountFrequency (%)
※ 2
66.7%
‘ 1
33.3%
None
ValueCountFrequency (%)
· 2
40.0%
～ 1
20.0%
「 1
20.0%
」 1
20.0%

조회수
Text

Distinct239
Distinct (%)57.2%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T11:30:21.717787image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length3
Mean length2.5311005
Min length1

Characters and Unicode

Total characters1058
Distinct characters18
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

Unique138 ?
Unique (%)33.0%

Sample

1st rowkb_count
2nd row23
3rd row18
4th row7
5th row25
ValueCountFrequency (%)
60 6
 
1.4%
51 6
 
1.4%
77 5
 
1.2%
58 5
 
1.2%
64 5
 
1.2%
71 5
 
1.2%
79 5
 
1.2%
37 5
 
1.2%
159 5
 
1.2%
23 5
 
1.2%
Other values (229) 366
87.6%
2023-12-12T11:30:22.651649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 168
15.9%
1 161
15.2%
3 122
11.5%
5 102
9.6%
7 96
9.1%
6 93
8.8%
4 91
8.6%
8 75
7.1%
0 72
6.8%
9 70
6.6%
Other values (8) 8
 
0.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1050
99.2%
Lowercase Letter 7
 
0.7%
Connector Punctuation 1
 
0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 168
16.0%
1 161
15.3%
3 122
11.6%
5 102
9.7%
7 96
9.1%
6 93
8.9%
4 91
8.7%
8 75
7.1%
0 72
6.9%
9 70
6.7%
Lowercase Letter
ValueCountFrequency (%)
k 1
14.3%
b 1
14.3%
c 1
14.3%
o 1
14.3%
u 1
14.3%
n 1
14.3%
t 1
14.3%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1051
99.3%
Latin 7
 
0.7%

Most frequent character per script

Common
ValueCountFrequency (%)
2 168
16.0%
1 161
15.3%
3 122
11.6%
5 102
9.7%
7 96
9.1%
6 93
8.8%
4 91
8.7%
8 75
7.1%
0 72
6.9%
9 70
6.7%
Latin
ValueCountFrequency (%)
k 1
14.3%
b 1
14.3%
c 1
14.3%
o 1
14.3%
u 1
14.3%
n 1
14.3%
t 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1058
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 168
15.9%
1 161
15.2%
3 122
11.5%
5 102
9.6%
7 96
9.1%
6 93
8.8%
4 91
8.6%
8 75
7.1%
0 72
6.8%
9 70
6.6%
Other values (8) 8
 
0.8%

글작성일
Text

Distinct215
Distinct (%)51.4%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T11:30:23.049699image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length10
Mean length10
Min length10

Characters and Unicode

Total characters4180
Distinct characters20
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique115 ?
Unique (%)27.5%

Sample

1st rowkb_regdate
2nd row2021-09-13
3rd row2021-09-13
4th row2021-09-10
5th row2021-09-09
ValueCountFrequency (%)
2019-08-02 10
 
2.4%
2018-05-09 10
 
2.4%
2018-11-12 7
 
1.7%
2021-06-14 6
 
1.4%
2018-08-16 6
 
1.4%
2021-03-16 6
 
1.4%
2018-03-12 6
 
1.4%
2018-09-20 5
 
1.2%
2019-08-12 5
 
1.2%
2019-04-30 5
 
1.2%
Other values (205) 352
84.2%
2023-12-12T11:30:23.587502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 970
23.2%
- 834
20.0%
2 785
18.8%
1 709
17.0%
9 193
 
4.6%
8 141
 
3.4%
6 130
 
3.1%
5 127
 
3.0%
7 118
 
2.8%
3 83
 
2.0%
Other values (10) 90
 
2.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3336
79.8%
Dash Punctuation 834
 
20.0%
Lowercase Letter 9
 
0.2%
Connector Punctuation 1
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 970
29.1%
2 785
23.5%
1 709
21.3%
9 193
 
5.8%
8 141
 
4.2%
6 130
 
3.9%
5 127
 
3.8%
7 118
 
3.5%
3 83
 
2.5%
4 80
 
2.4%
Lowercase Letter
ValueCountFrequency (%)
e 2
22.2%
k 1
11.1%
b 1
11.1%
r 1
11.1%
g 1
11.1%
d 1
11.1%
a 1
11.1%
t 1
11.1%
Dash Punctuation
ValueCountFrequency (%)
- 834
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4171
99.8%
Latin 9
 
0.2%

Most frequent character per script

Common
ValueCountFrequency (%)
0 970
23.3%
- 834
20.0%
2 785
18.8%
1 709
17.0%
9 193
 
4.6%
8 141
 
3.4%
6 130
 
3.1%
5 127
 
3.0%
7 118
 
2.8%
3 83
 
2.0%
Other values (2) 81
 
1.9%
Latin
ValueCountFrequency (%)
e 2
22.2%
k 1
11.1%
b 1
11.1%
r 1
11.1%
g 1
11.1%
d 1
11.1%
a 1
11.1%
t 1
11.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4180
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 970
23.2%
- 834
20.0%
2 785
18.8%
1 709
17.0%
9 193
 
4.6%
8 141
 
3.4%
6 130
 
3.1%
5 127
 
3.0%
7 118
 
2.8%
3 83
 
2.0%
Other values (10) 90
 
2.2%

첨부파일명1
Text

MISSING 

Distinct81
Distinct (%)21.0%
Missing32
Missing (%)7.7%
Memory size3.4 KiB
2023-12-12T11:30:24.019293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length126
Median length66
Mean length67.246114
Min length11

Characters and Unicode

Total characters25957
Distinct characters95
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique31 ?
Unique (%)8.0%

Sample

1st rowkb_filename
2nd rowhttp://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=8024&fdx=1
3rd rowhttp://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=8024&fdx=1
4th rowhttp://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=8024&fdx=1
5th rowhttp://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=8024&fdx=1
ValueCountFrequency (%)
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=5505&fdx=1 26
 
6.4%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=7647&fdx=1 21
 
5.2%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=1485&fdx=1 20
 
4.9%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=1910&fdx=1 20
 
4.9%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=5908&fdx=1 20
 
4.9%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=5994&fdx=1 17
 
4.2%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=6224&fdx=1 16
 
3.9%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=1574&fdx=1 15
 
3.7%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=5225&fdx=1 14
 
3.4%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=7480&fdx=1 12
 
2.9%
Other values (82) 226
55.5%
2023-12-12T11:30:24.564803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 1925
 
7.4%
d 1917
 
7.4%
. 1559
 
6.0%
w 1544
 
5.9%
i 1541
 
5.9%
p 1185
 
4.6%
c 1170
 
4.5%
t 1155
 
4.4%
= 1155
 
4.4%
o 1155
 
4.4%
Other values (85) 11651
44.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 17115
65.9%
Other Punctuation 5026
 
19.4%
Decimal Number 2469
 
9.5%
Math Symbol 1155
 
4.4%
Other Letter 86
 
0.3%
Uppercase Letter 60
 
0.2%
Space Separator 21
 
0.1%
Connector Punctuation 20
 
0.1%
Dash Punctuation 3
 
< 0.1%
Close Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
모 7
 
8.1%
한 4
 
4.7%
축 3
 
3.5%
서 3
 
3.5%
요 3
 
3.5%
개 3
 
3.5%
제 3
 
3.5%
족 3
 
3.5%
대 3
 
3.5%
하 3
 
3.5%
Other values (36) 51
59.3%
Lowercase Letter
ValueCountFrequency (%)
d 1917
11.2%
w 1544
 
9.0%
i 1541
 
9.0%
p 1185
 
6.9%
c 1170
 
6.8%
t 1155
 
6.7%
o 1155
 
6.7%
b 1141
 
6.7%
s 1140
 
6.7%
r 785
 
4.6%
Other values (13) 4382
25.6%
Decimal Number
ValueCountFrequency (%)
1 564
22.8%
2 534
21.6%
5 285
11.5%
7 223
 
9.0%
9 174
 
7.0%
0 172
 
7.0%
4 160
 
6.5%
8 145
 
5.9%
6 139
 
5.6%
3 73
 
3.0%
Other Punctuation
ValueCountFrequency (%)
/ 1925
38.3%
. 1559
31.0%
& 770
 
15.3%
? 385
 
7.7%
: 385
 
7.7%
; 2
 
< 0.1%
Uppercase Letter
ValueCountFrequency (%)
O 15
25.0%
A 15
25.0%
P 15
25.0%
I 15
25.0%
Math Symbol
ValueCountFrequency (%)
= 1155
100.0%
Space Separator
ValueCountFrequency (%)
21
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 20
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%
Close Punctuation
ValueCountFrequency (%)
』 1
100.0%
Open Punctuation
ValueCountFrequency (%)
『 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 17175
66.2%
Common 8696
33.5%
Hangul 86
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
모 7
 
8.1%
한 4
 
4.7%
축 3
 
3.5%
서 3
 
3.5%
요 3
 
3.5%
개 3
 
3.5%
제 3
 
3.5%
족 3
 
3.5%
대 3
 
3.5%
하 3
 
3.5%
Other values (36) 51
59.3%
Latin
ValueCountFrequency (%)
d 1917
11.2%
w 1544
 
9.0%
i 1541
 
9.0%
p 1185
 
6.9%
c 1170
 
6.8%
t 1155
 
6.7%
o 1155
 
6.7%
b 1141
 
6.6%
s 1140
 
6.6%
r 785
 
4.6%
Other values (17) 4442
25.9%
Common
ValueCountFrequency (%)
/ 1925
22.1%
. 1559
17.9%
= 1155
13.3%
& 770
 
8.9%
1 564
 
6.5%
2 534
 
6.1%
? 385
 
4.4%
: 385
 
4.4%
5 285
 
3.3%
7 223
 
2.6%
Other values (12) 911
10.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 25869
99.7%
Hangul 86
 
0.3%
None 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 1925
 
7.4%
d 1917
 
7.4%
. 1559
 
6.0%
w 1544
 
6.0%
i 1541
 
6.0%
p 1185
 
4.6%
c 1170
 
4.5%
t 1155
 
4.5%
= 1155
 
4.5%
o 1155
 
4.5%
Other values (37) 11563
44.7%
Hangul
ValueCountFrequency (%)
모 7
 
8.1%
한 4
 
4.7%
축 3
 
3.5%
서 3
 
3.5%
요 3
 
3.5%
개 3
 
3.5%
제 3
 
3.5%
족 3
 
3.5%
대 3
 
3.5%
하 3
 
3.5%
Other values (36) 51
59.3%
None
ValueCountFrequency (%)
』 1
50.0%
『 1
50.0%

첨부파일명2
Categorical

HIGH CORRELATION 

Distinct18
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
<NA>
178 
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=6325&fdx=2
65 
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=1574&fdx=2
42 
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=5505&fdx=2
40 
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=5748&fdx=2
34 
Other values (13)
59 

Length

Max length126
Median length66
Mean length40.633971
Min length4

Unique

Unique4 ?
Unique (%)1.0%

Sample

1st rowkb_filename2
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 178
42.6%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=6325&fdx=2 65
 
15.6%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=1574&fdx=2 42
 
10.0%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=5505&fdx=2 40
 
9.6%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=5748&fdx=2 34
 
8.1%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=7071&fdx=2 16
 
3.8%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=7317&fdx=2 8
 
1.9%
http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=2155&file=2012 추계 안내글_1351495433_890.hwp 7
 
1.7%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=7166&fdx=2 6
 
1.4%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=6710&fdx=2 6
 
1.4%
Other values (8) 16
 
3.8%

Length

2023-12-12T11:30:24.726103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 178
40.7%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=6325&fdx=2 65
 
14.9%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=1574&fdx=2 42
 
9.6%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=5505&fdx=2 40
 
9.2%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=5748&fdx=2 34
 
7.8%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=7071&fdx=2 16
 
3.7%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=7317&fdx=2 8
 
1.8%
http://www.ysccic.or.kr/bbs/openapi/download.php?id=careevent&idx=2155&file=2012 7
 
1.6%
추계 7
 
1.6%
안내글_1351495433_890.hwp 7
 
1.6%
Other values (15) 33
 
7.6%

첨부파일명3
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct6
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
<NA>
233 
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=7166&fdx=3
175 
http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwp
 
4
http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1559&file=305.jpg
 
4
kb_filename3
 
1

Length

Max length126
Median length4
Mean length32.047847
Min length4

Unique

Unique2 ?
Unique (%)0.5%

Sample

1st rowkb_filename3
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 233
55.7%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=7166&fdx=3 175
41.9%
http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwp 4
 
1.0%
http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1559&file=305.jpg 4
 
1.0%
kb_filename3 1
 
0.2%
http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5338&file=1.『출산장려를 위한 보육프로그램 공모』안내_130903_1379981999_397.pdf 1
 
0.2%

Length

2023-12-12T11:30:24.879315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:30:25.062263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 233
54.3%
http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=7166&fdx=3 175
40.8%
http://www.ysccic.or.kr/bbs/openapi/download.php?id=careevent&idx=5186&file=[붙임1 4
 
0.9%
개인정보보호 4
 
0.9%
동의서_1378255378_579.hwp 4
 
0.9%
http://www.ysccic.or.kr/bbs/openapi/download.php?id=careevent&idx=1559&file=305.jpg 4
 
0.9%
kb_filename3 1
 
0.2%
http://www.ysccic.or.kr/bbs/openapi/download.php?id=careevent&idx=5338&file=1.『출산장려를 1
 
0.2%
위한 1
 
0.2%
보육프로그램 1
 
0.2%

첨부파일명4
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct4
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
<NA>
408 
http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwp
 
8
kb_filename4
 
1
http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5338&file=1.『출산장려를 위한 보육프로그램 공모』안내_130903_1379981999_397.pdf
 
1

Length

Max length126
Median length4
Mean length6.3588517
Min length4

Unique

Unique2 ?
Unique (%)0.5%

Sample

1st rowkb_filename4
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 408
97.6%
http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwp 8
 
1.9%
kb_filename4 1
 
0.2%
http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5338&file=1.『출산장려를 위한 보육프로그램 공모』안내_130903_1379981999_397.pdf 1
 
0.2%

Length

2023-12-12T11:30:25.237432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:30:25.371446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 408
93.4%
http://www.ysccic.or.kr/bbs/openapi/download.php?id=careevent&idx=5186&file=[붙임1 8
 
1.8%
개인정보보호 8
 
1.8%
동의서_1378255378_579.hwp 8
 
1.8%
kb_filename4 1
 
0.2%
http://www.ysccic.or.kr/bbs/openapi/download.php?id=careevent&idx=5338&file=1.『출산장려를 1
 
0.2%
위한 1
 
0.2%
보육프로그램 1
 
0.2%
공모』안내_130903_1379981999_397.pdf 1
 
0.2%

첨부파일실제경로
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
http://www.ysccic.or.kr/upload/bbs/
401 
http://www.ysccic.or.kr/upload/
 
16
kb_filepath
 
1

Length

Max length35
Median length35
Mean length34.789474
Min length11

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st rowkb_filepath
2nd rowhttp://www.ysccic.or.kr/upload/bbs/
3rd rowhttp://www.ysccic.or.kr/upload/bbs/
4th rowhttp://www.ysccic.or.kr/upload/bbs/
5th rowhttp://www.ysccic.or.kr/upload/bbs/

Common Values

ValueCountFrequency (%)
http://www.ysccic.or.kr/upload/bbs/ 401
95.9%
http://www.ysccic.or.kr/upload/ 16
 
3.8%
kb_filepath 1
 
0.2%

Length

2023-12-12T11:30:25.537585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:30:25.703722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
http://www.ysccic.or.kr/upload/bbs 401
95.9%
http://www.ysccic.or.kr/upload 16
 
3.8%
kb_filepath 1
 
0.2%

Correlations

2023-12-12T11:30:25.804211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
글등록자첨부파일명1첨부파일명2첨부파일명3첨부파일명4첨부파일실제경로
글등록자1.0001.0001.0001.0001.0001.000
첨부파일명11.0001.0001.0001.0001.0001.000
첨부파일명21.0001.0001.0000.9481.0001.000
첨부파일명31.0001.0000.9481.0001.0001.000
첨부파일명41.0001.0001.0001.0001.0001.000
첨부파일실제경로1.0001.0001.0001.0001.0001.000
2023-12-12T11:30:25.929022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
첨부파일실제경로글등록자첨부파일명2첨부파일명3첨부파일명4
첨부파일실제경로1.0000.9990.9700.9940.935
글등록자0.9991.0000.9680.9920.935
첨부파일명20.9700.9681.0000.8580.926
첨부파일명30.9940.9920.8581.0000.926
첨부파일명40.9350.9350.9260.9261.000
2023-12-12T11:30:26.055969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
글등록자첨부파일명2첨부파일명3첨부파일명4첨부파일실제경로
글등록자1.0000.9680.9920.9350.999
첨부파일명20.9681.0000.8580.9260.970
첨부파일명30.9920.8581.0000.9260.994
첨부파일명40.9350.9260.9261.0000.935
첨부파일실제경로0.9990.9700.9940.9351.000

Missing values

2023-12-12T11:30:18.053818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T11:30:18.247166image/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

글번호글등록자제목내용조회수글작성일첨부파일명1첨부파일명2첨부파일명3첨부파일명4첨부파일실제경로
0kb_idxkb_namekb_titlekb_contentkb_countkb_regdatekb_filenamekb_filename2kb_filename3kb_filename4kb_filepath
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38024관리자[보육컨설팅] 열린어린이집 서류 컨설팅 신청 안내<p><img title="2021년 열린어린이집 컨설팅 안내문(서류)001.jpg" style="max-width: 900px; heigth: auto;" src="http://www.ysccic.or.kr/upload/smartupload/1631263426_s_748.jpg"><br style="clear: both;">&nbsp;</p>72021-09-10http://www.ysccic.or.kr/site/bbs/download.php?bid=2&idx=8024&fdx=1<NA><NA><NA>http://www.ysccic.or.kr/upload/bbs/
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글번호글등록자제목내용조회수글작성일첨부파일명1첨부파일명2첨부파일명3첨부파일명4첨부파일실제경로
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4095338관리자[생명보험사회공헌재단]출산장려를 위한 보육프로그램 공모<P style="TEXT-INDENT: -80pt; MARGIN-LEFT: 85pt; mso-pagination: none; mso-padding-alt: 0pt 0pt 0pt 0pt" class=0><SPAN style="LETTER-SPACING: 0pt; FONT-SIZE: 12pt; mso-fareast-font-family: 함초롬바탕; mso-font-width: 100%; mso-text-raise: 0pt">○ </SPAN><SPAN style="FONT-SIZE: 12pt; mso-fareast-font-family: 함초롬바탕">사 업 명 </SPAN><SPAN style="FONT-FAMILY: 함초롬바탕; LETTER-SPACING: 0pt; FONT-SIZE: 12pt; mso-font-width: 100%; mso-text-raise: 0pt">: </SPAN><SPAN style="FONT-SIZE: 12pt; mso-fareast-font-family: 함초롬바탕">출산장려를 위한 보육프로그램 공모</P><br><P style="TEXT-INDENT: -80pt; MARGIN-LEFT: 85pt; mso-pagination: none; mso-padding-alt: 0pt 0pt 0pt 0pt" class=0></SPAN><SPAN style="LETTER-SPACING: 0pt; FONT-SIZE: 12pt; mso-fareast-font-family: 함초롬바탕; mso-font-width: 100%; mso-text-raise: 0pt">○ </SPAN><SPAN style="FONT-SIZE: 12pt; mso-fareast-font-family: 함초롬바탕">공모주제 </SPAN><SPAN style="FONT-FAMILY: 함초롬바탕; LETTER-SPACING: 0pt; FONT-SIZE: 12pt; mso-font-width: 100%; mso-text-raise: 0pt">: </SPAN><SPAN style="FONT-SIZE: 12pt; mso-fare102013-09-24http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5338&file=1.『출산장려를 위한 보육프로그램 공모』안내_130903_1379981999_397.pdfhttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5338&file=1.『출산장려를 위한 보육프로그램 공모』안내_130903_1379981999_397.pdfhttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5338&file=1.『출산장려를 위한 보육프로그램 공모』안내_130903_1379981999_397.pdfhttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5338&file=1.『출산장려를 위한 보육프로그램 공모』안내_130903_1379981999_397.pdfhttp://www.ysccic.or.kr/upload/
4104599관리자[숙명여자대학교]2013학년도 후기 원격대학원 영유아교육전공 모집<!--StartFragment--><br><P style="LINE-HEIGHT: 200%; BACKGROUND: #ffffff; MARGIN-LEFT: 60pt; mso-pagination: none; mso-padding-alt: 0pt 0pt 0pt 0pt" class=0><SPAN style="BACKGROUND: #ffffff; mso-fareast-font-family: 한양신명조"></SPAN>&nbsp;</P><br><P style="LINE-HEIGHT: 200%; BACKGROUND: #ffffff; MARGIN-LEFT: 60pt; mso-pagination: none; mso-padding-alt: 0pt 0pt 0pt 0pt" class=0><SPAN style="BACKGROUND: #ffffff; mso-fareast-font-family: 한양신명조">가</SPAN><SPAN style="FONT-FAMILY: 한양신명조; BACKGROUND: #ffffff; LETTER-SPACING: 0pt; mso-font-width: 100%; mso-text-raise: 0pt" lang=EN-US>. </SPAN><SPAN style="BACKGROUND: #ffffff; mso-fareast-font-family: 한양신명조">전공안내</SPAN><SPAN style="FONT-FAMILY: 한양신명조; BACKGROUND: #ffffff; LETTER-SPACING: 0pt; mso-font-width: 100%; mso-text-raise: 0pt" lang=EN-US>: </SPAN><SPAN style="BACKGROUND: #ffffff; mso-fareast-font-family: 한양신명조">학과 홈페이지 </SPAN><SPAN style="FONT-FAMILY: 한양신명조; BACKGROUND: #ffffff; LETTER-SPACING: 0.5pt; FONT-SIZE: 11pt; mso-font-width: 100%; mso-text-raise: 0pt" la862013-07-08http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5075&file=20주년-초청장_1376891979_217.pdfhttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/upload/
4112154관리자[2012년도 미래유아교육학회] 추계 전국학술대회<TABLE class=content_table summary="행사·교육 내용입니다"><br><TBODY><br><TR><br><TD class=content colSpan=2><IMG alt=image src="http://img.childcare.go.kr/cpis/img/2012/10/11/13.jpg" border=0> </TD></TR></TBODY></TABLE>122012-10-29http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=2154&file=2012년도 미래유아교육학회 팜플렛_1351495139_57.pdfhttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=2155&file=2012 추계 안내글_1351495433_890.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/upload/
4121892관리자[육아정책연구소] 한국아동패널 자료 분석을 통한 육아지원정책의 방향성 모색<A href="http://www.kicce.re.kr/kor/notification/news/news_V.jsp?bbscode=783&amp;sch_type=&amp;keyword=&amp;page_num=1&amp;menu_id=040101&amp;gcode=A" target=_blank><IMG alt=image src="http://img.childcare.go.kr/cpis/img/2012/08/14/3.JPG" border=0></A><BR><IMG alt=image src="http://img.childcare.go.kr/cpis/img/2012/08/14/52.JPG" border=0>322012-08-24http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1892&file=750.pdfhttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=2155&file=2012 추계 안내글_1351495433_890.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/upload/
4131890관리자[보건복지부] 표준보육과정에 기초한 0-2세 연령별 어린이집 프로그램 설명회<P><BR><IMG hideFocus style="selector-dummy: true" alt=image src="http://img.childcare.go.kr/cpis/img/2012/08/17/11.gif" border=0></P><br><P><IMG hideFocus style="selector-dummy: true" alt=image src="http://img.childcare.go.kr/cpis/img/2012/08/17/32.jpg" border=0><BR><IMG hideFocus style="selector-dummy: true" alt=image src="http://img.childcare.go.kr/cpis/img/2012/08/17/4.jpg" border=0>&nbsp;<BR></P>512012-08-23http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1890&file=295.pdfhttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=2155&file=2012 추계 안내글_1351495433_890.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/upload/
4141484관리자[한국유아교육협회] 하계교사연수 공지<FONT face=arial><FONT size=2><STRONG>한국유아교육협회 하계 교사 연수&nbsp;<BR></STRONG>&nbsp;<BR></FONT></FONT><br><P class=HStyle0 style="MARGIN-BOTTOM: 2pt; MARGIN-LEFT: 27.8pt; TEXT-INDENT: -27.8pt; LINE-HEIGHT: 200%; MARGIN-RIGHT: 5.7pt"><SPAN style="FONT-WEIGHT: bold; FONT-SIZE: 13.7pt; LINE-HEIGHT: 200%; FONT-FAMILY: '새굴림'"><SPAN style="FONT-SIZE: 10pt"><FONT face=arial>&nbsp;7월 7일(토)</FONT></SPAN></SPAN><STRONG><FONT face=arial size=2>에 열리는 하계 교사연수 에 관한 소식입니다.<BR></FONT></STRONG><br><P class=HStyle0 style="MARGIN-BOTTOM: 2pt; MARGIN-LEFT: 27.8pt; TEXT-INDENT: -27.8pt; LINE-HEIGHT: 200%; MARGIN-RIGHT: 5.7pt"><STRONG><FONT face=arial><FONT size=2>주제는&nbsp;<FONT color=#3eae24>&nbsp;<SPAN style="FONT-SIZE: 10.5pt; BACKGROUND: #ffffff; FONT-FAMILY: 돋움; LETTER-SPACING: -1pt; mso-ascii-font-family: 돋움; mso-font-width: 95%; mso-text-raise: 0pt">‘</SPAN><SPAN style="FONT-SIZE: 10.5pt; BACKGROUND: #ffffff; FONT-FAMILY: 돋움; LETTER-SPACING: -1pt; mso-fareast-font-family: 돋움; mso-hansi-font-family: 돋움">다문화 사회에서의 소통과 공감</SPAN><S432012-06-14http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1484&file=995.jpghttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=2155&file=2012 추계 안내글_1351495433_890.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1559&file=305.jpghttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/upload/
4151462관리자[숙명여자대학교 아동연구소] 사립유아교육기관 규제발굴 및 개선을 위한 방향모색<P><FONT size=2 face=arial>숙명여자대학교 아동연구소에서는</FONT></P><br><P><FONT size=2 face=arial></FONT>&nbsp;</P><br><P><FONT size=2 face=arial>[사립유아교육기관 규제발굴 및 개선을 위한 방향모색]의 주제로 </FONT></P><br><P><FONT size=2 face=arial></FONT>&nbsp;</P><br><P><FONT size=2 face=arial>6월 20일&nbsp; 오후 1시~30분 부터</FONT></P><br><P><FONT size=2 face=arial></FONT>&nbsp;</P><br><P><FONT size=2 face=arial>숙명여자대학교 백주년기념관 601호 신한은행 홀에서&nbsp;</FONT></P><br><P><FONT size=2 face=arial></FONT>&nbsp;</P><br><P><FONT size=2 face=arial>행사를 진행한다고 합니다.(첨부해드린 안내문안의 일정표를 참고해주세요.)</FONT></P><br><P><FONT size=2 face=arial></FONT>&nbsp;</P><br><P><FONT size=2 face=arial>용산구 관내 어린이집 원장님 및 관계자분들의 많은 관심과 참여 부탁드립니다.</FONT></P><br><P><FONT size=2 face=arial></FONT>&nbsp;</P><br><P><FONT size=2 face=arial>감사합니다.</FONT></P><br><P>.. </P>322012-06-14http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1462&file=653.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=2155&file=2012 추계 안내글_1351495433_890.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1559&file=305.jpghttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/upload/
4161100관리자[2012년 춘계학술대회] 한국 영유아 보육학회<P>&nbsp;</P><br><P>&nbsp;[2012년 춘계학술대회] 한국 영유아보육학회</P><br><P>&nbsp;</P><br><P>&nbsp; 무상보육의 실효성 및 쟁점 분석</P><br><P><BR>■ 일시 : 2012. 5. 18(금) ～ 5. 19(토)<BR>■ 장소 : 청주대학교 경상대학 세미나실</P><br><P>&nbsp;</P><br><P>*자세한 일정은 첨부화일을 확인해 주세요.</P>292012-04-26http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1100&file=350.pdfhttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=2155&file=2012 추계 안내글_1351495433_890.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1559&file=305.jpghttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/upload/
417704관리자용산구 보육정보센터 영유아플라자 개소식<P>용산구보육정보센터영유아플라자 개소식에 초대합니다.</P><br><P>&nbsp;</P><br><P>*일 시 : 2012. 2. 27(월) 15:00</P><br><P>*장 소 : 용산구청 4층 대회의실</P><br><P>&nbsp;</P><br><P>용산구민 여러분들의 많은 축하와 관심 부탁드립니다. </P><br><P>..</P><br><P>&nbsp;</P><br><P>&nbsp;</P>1222012-02-22http://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=704&file=915.pdfhttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=2155&file=2012 추계 안내글_1351495433_890.hwphttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=1559&file=305.jpghttp://www.ysccic.or.kr/bbs/OpenAPI/download.php?id=careevent&idx=5186&file=[붙임1] 개인정보보호 동의서_1378255378_579.hwphttp://www.ysccic.or.kr/upload/