Overview

Dataset statistics

Number of variables11
Number of observations1379
Missing cells403
Missing cells (%)2.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory121.3 KiB
Average record size in memory90.1 B

Variable types

Numeric2
Categorical3
Text5
DateTime1

Dataset

Description글번호,글등록자,제목,내용,조회수,글작성일,첨부파일명1,첨부파일명2,첨부파일명3,첨부파일명4,첨부파일실제경로
Author양천구
URLhttps://data.seoul.go.kr/dataList/OA-12782/S/1/datasetView.do

Alerts

글등록자 has constant value ""Constant
첨부파일실제경로 is highly overall correlated with 첨부파일명4High correlation
첨부파일명4 is highly overall correlated with 글번호 and 1 other fieldsHigh correlation
글번호 is highly overall correlated with 첨부파일명4High correlation
첨부파일실제경로 is highly imbalanced (73.5%)Imbalance
첨부파일명1 has 25 (1.8%) missing valuesMissing
첨부파일명2 has 58 (4.2%) missing valuesMissing
첨부파일명3 has 317 (23.0%) missing valuesMissing
글번호 has unique valuesUnique

Reproduction

Analysis started2024-05-11 00:43:34.224028
Analysis finished2024-05-11 00:43:40.574212
Duration6.35 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

글번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct1379
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9973.7737
Minimum3301
Maximum21863
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.2 KiB
2024-05-11T00:43:40.882438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3301
5-th percentile4024.5
Q16514
median9944
Q313108
95-th percentile16354.5
Maximum21863
Range18562
Interquartile range (IQR)6594

Descriptive statistics

Standard deviation4082.6832
Coefficient of variation (CV)0.40934187
Kurtosis-0.86740429
Mean9973.7737
Median Absolute Deviation (MAD)3355
Skewness0.19393828
Sum13753834
Variance16668302
MonotonicityNot monotonic
2024-05-11T00:43:41.447431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
21863 1
 
0.1%
7557 1
 
0.1%
7409 1
 
0.1%
7442 1
 
0.1%
7443 1
 
0.1%
7452 1
 
0.1%
7478 1
 
0.1%
7503 1
 
0.1%
7515 1
 
0.1%
7522 1
 
0.1%
Other values (1369) 1369
99.3%
ValueCountFrequency (%)
3301 1
0.1%
3328 1
0.1%
3340 1
0.1%
3342 1
0.1%
3343 1
0.1%
3354 1
0.1%
3368 1
0.1%
3373 1
0.1%
3374 1
0.1%
3379 1
0.1%
ValueCountFrequency (%)
21863 1
0.1%
21833 1
0.1%
21832 1
0.1%
21831 1
0.1%
21825 1
0.1%
21811 1
0.1%
21799 1
0.1%
21767 1
0.1%
21766 1
0.1%
21764 1
0.1%

글등록자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
관리자
1379 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
관리자 1379
100.0%

Length

2024-05-11T00:43:42.033598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T00:43:42.419319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
관리자 1379
100.0%

제목
Text

Distinct1272
Distinct (%)92.2%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
2024-05-11T00:43:43.022352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length78
Median length53
Mean length31.187092
Min length6

Characters and Unicode

Total characters43007
Distinct characters547
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1205 ?
Unique (%)87.4%

Sample

1st row[양천센터] 5월 15일(수) 부처님오신날 휴관 안내
2nd row[방아다리]방아다리장난감도서관?공동육아방 상반기 정기소독 안내
3rd row[해누리]해누리장난감도서관?공동육아방 상반기 정기소독 안내
4th row[양천센터]시간제보육 어린이주간 행사
5th row[양천센터] 5월1일(수) 근로자의날 휴관 안내
ValueCountFrequency (%)
안내 511
 
6.7%
양천센터 500
 
6.5%
공고 290
 
3.8%
양천구육아종합지원센터 178
 
2.3%
채용 138
 
1.8%
어린이집 125
 
1.6%
모집 116
 
1.5%
직원채용 108
 
1.4%
및 104
 
1.4%
평가인증 84
 
1.1%
Other values (1865) 5508
71.9%
2024-05-11T00:43:44.262597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6311
 
14.7%
[ 1216
 
2.8%
] 1216
 
2.8%
터 1021
 
2.4%
양 1014
 
2.4%
천 1009
 
2.3%
센 966
 
2.2%
육 963
 
2.2%
원 827
 
1.9%
공 818
 
1.9%
Other values (537) 27646
64.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 30823
71.7%
Space Separator 6311
 
14.7%
Decimal Number 1842
 
4.3%
Close Punctuation 1529
 
3.6%
Open Punctuation 1518
 
3.5%
Other Punctuation 562
 
1.3%
Lowercase Letter 171
 
0.4%
Uppercase Letter 153
 
0.4%
Dash Punctuation 40
 
0.1%
Math Symbol 29
 
0.1%
Other values (4) 29
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
터 1021
 
3.3%
양 1014
 
3.3%
천 1009
 
3.3%
센 966
 
3.1%
육 963
 
3.1%
원 827
 
2.7%
공 818
 
2.7%
아 712
 
2.3%
안 680
 
2.2%
내 650
 
2.1%
Other values (457) 22163
71.9%
Uppercase Letter
ValueCountFrequency (%)
S 23
15.0%
I 23
15.0%
D 22
14.4%
K 20
13.1%
G 10
 
6.5%
N 6
 
3.9%
O 6
 
3.9%
A 6
 
3.9%
C 5
 
3.3%
U 5
 
3.3%
Other values (12) 27
17.6%
Lowercase Letter
ValueCountFrequency (%)
t 57
33.3%
o 23
13.5%
q 19
 
11.1%
l 19
 
11.1%
g 18
 
10.5%
u 18
 
10.5%
a 3
 
1.8%
p 3
 
1.8%
m 2
 
1.2%
d 2
 
1.2%
Other values (7) 7
 
4.1%
Decimal Number
ValueCountFrequency (%)
2 529
28.7%
1 418
22.7%
0 389
21.1%
5 82
 
4.5%
3 82
 
4.5%
4 79
 
4.3%
7 71
 
3.9%
6 69
 
3.7%
9 69
 
3.7%
8 54
 
2.9%
Other Punctuation
ValueCountFrequency (%)
, 128
22.8%
' 106
18.9%
. 99
17.6%
& 60
10.7%
; 56
10.0%
? 51
 
9.1%
! 32
 
5.7%
/ 29
 
5.2%
* 1
 
0.2%
Open Punctuation
ValueCountFrequency (%)
[ 1216
80.1%
( 254
 
16.7%
「 45
 
3.0%
『 2
 
0.1%
《 1
 
0.1%
Close Punctuation
ValueCountFrequency (%)
] 1216
79.5%
) 265
 
17.3%
」 45
 
2.9%
』 2
 
0.1%
》 1
 
0.1%
Math Symbol
ValueCountFrequency (%)
~ 25
86.2%
< 2
 
6.9%
> 2
 
6.9%
Letter Number
ValueCountFrequency (%)
Ⅷ 3
75.0%
Ⅸ 1
 
25.0%
Final Punctuation
ValueCountFrequency (%)
’ 3
75.0%
” 1
 
25.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 2
66.7%
“ 1
33.3%
Space Separator
ValueCountFrequency (%)
6311
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 40
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 18
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 30822
71.7%
Common 11856
 
27.6%
Latin 328
 
0.8%
Han 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
터 1021
 
3.3%
양 1014
 
3.3%
천 1009
 
3.3%
센 966
 
3.1%
육 963
 
3.1%
원 827
 
2.7%
공 818
 
2.7%
아 712
 
2.3%
안 680
 
2.2%
내 650
 
2.1%
Other values (456) 22162
71.9%
Latin
ValueCountFrequency (%)
t 57
17.4%
S 23
 
7.0%
o 23
 
7.0%
I 23
 
7.0%
D 22
 
6.7%
K 20
 
6.1%
q 19
 
5.8%
l 19
 
5.8%
g 18
 
5.5%
u 18
 
5.5%
Other values (31) 86
26.2%
Common
ValueCountFrequency (%)
6311
53.2%
[ 1216
 
10.3%
] 1216
 
10.3%
2 529
 
4.5%
1 418
 
3.5%
0 389
 
3.3%
) 265
 
2.2%
( 254
 
2.1%
, 128
 
1.1%
' 106
 
0.9%
Other values (29) 1024
 
8.6%
Han
ValueCountFrequency (%)
人 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 30822
71.7%
ASCII 12077
 
28.1%
None 96
 
0.2%
Punctuation 7
 
< 0.1%
Number Forms 4
 
< 0.1%
CJK 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6311
52.3%
[ 1216
 
10.1%
] 1216
 
10.1%
2 529
 
4.4%
1 418
 
3.5%
0 389
 
3.2%
) 265
 
2.2%
( 254
 
2.1%
, 128
 
1.1%
' 106
 
0.9%
Other values (58) 1245
 
10.3%
Hangul
ValueCountFrequency (%)
터 1021
 
3.3%
양 1014
 
3.3%
천 1009
 
3.3%
센 966
 
3.1%
육 963
 
3.1%
원 827
 
2.7%
공 818
 
2.7%
아 712
 
2.3%
안 680
 
2.2%
내 650
 
2.1%
Other values (456) 22162
71.9%
None
ValueCountFrequency (%)
「 45
46.9%
」 45
46.9%
』 2
 
2.1%
『 2
 
2.1%
》 1
 
1.0%
《 1
 
1.0%
Number Forms
ValueCountFrequency (%)
Ⅷ 3
75.0%
Ⅸ 1
 
25.0%
Punctuation
ValueCountFrequency (%)
’ 3
42.9%
‘ 2
28.6%
“ 1
 
14.3%
” 1
 
14.3%
CJK
ValueCountFrequency (%)
人 1
100.0%

내용
Text

Distinct1372
Distinct (%)99.7%
Missing3
Missing (%)0.2%
Memory size10.9 KiB
2024-05-11T00:43:44.851300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length940
Mean length478.54433
Min length25

Characters and Unicode

Total characters658477
Distinct characters699
Distinct categories17 ?
Distinct scripts4 ?
Distinct blocks11 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1369 ?
Unique (%)99.5%

Sample

1st row<p><img src='http://www.ychccic.or.kr/upload/smartupload/1715307343_s_818.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>
2nd row<p><img src='http://www.ychccic.or.kr/upload/smartupload/1714349191_s_89.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>
3rd row<p><img src='http://www.ychccic.or.kr/upload/smartupload/1714179117_s_732.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>
4th row<p><img src='http://www.ychccic.or.kr/upload/smartupload/1714114581_s_728.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>
5th row<p><img src='http://www.ychccic.or.kr/upload/smartupload/1713944424_s_332.png' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>
ValueCountFrequency (%)
p 2222
 
4.4%
p><font 1029
 
2.0%
style='font-size 872
 
1.7%
08서울남산체 809
 
1.6%
p><img 725
 
1.4%
713
 
1.4%
font-family 681
 
1.3%
border=0 679
 
1.3%
hspace=5 645
 
1.3%
vspace=5 645
 
1.3%
Other values (10170) 41842
82.3%
2024-05-11T00:43:46.099231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
54682
 
8.3%
t 25082
 
3.8%
s 20215
 
3.1%
< 18946
 
2.9%
> 18674
 
2.8%
e 18226
 
2.8%
/ 18013
 
2.7%
a 17921
 
2.7%
p 16922
 
2.6%
' 16304
 
2.5%
Other values (689) 433492
65.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 258247
39.2%
Uppercase Letter 94621
 
14.4%
Other Punctuation 73600
 
11.2%
Space Separator 54704
 
8.3%
Other Letter 54479
 
8.3%
Decimal Number 53103
 
8.1%
Math Symbol 52039
 
7.9%
Dash Punctuation 13616
 
2.1%
Connector Punctuation 1859
 
0.3%
Close Punctuation 1054
 
0.2%
Other values (7) 1155
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 1447
 
2.7%
체 1149
 
2.1%
육 1122
 
2.1%
이 1063
 
2.0%
울 1052
 
1.9%
바 1009
 
1.9%
산 909
 
1.7%
남 877
 
1.6%
니 778
 
1.4%
다 776
 
1.4%
Other values (567) 44297
81.3%
Lowercase Letter
ValueCountFrequency (%)
t 25082
 
9.7%
s 20215
 
7.8%
e 18226
 
7.1%
a 17921
 
6.9%
p 16922
 
6.6%
i 15385
 
6.0%
l 15210
 
5.9%
o 14816
 
5.7%
c 14326
 
5.5%
r 13451
 
5.2%
Other values (16) 86693
33.6%
Uppercase Letter
ValueCountFrequency (%)
T 9564
 
10.1%
A 9200
 
9.7%
N 9171
 
9.7%
P 8752
 
9.2%
O 7911
 
8.4%
F 6176
 
6.5%
E 6110
 
6.5%
I 5498
 
5.8%
S 3994
 
4.2%
G 3815
 
4.0%
Other values (16) 24430
25.8%
Other Punctuation
ValueCountFrequency (%)
/ 18013
24.5%
' 16304
22.2%
: 13327
18.1%
. 10073
13.7%
; 9850
13.4%
% 2794
 
3.8%
, 1101
 
1.5%
& 928
 
1.3%
# 619
 
0.8%
* 181
 
0.2%
Other values (4) 410
 
0.6%
Decimal Number
ValueCountFrequency (%)
0 11956
22.5%
1 7474
14.1%
5 6051
11.4%
2 5533
10.4%
8 5444
10.3%
4 4139
 
7.8%
6 3727
 
7.0%
3 3611
 
6.8%
9 2719
 
5.1%
7 2449
 
4.6%
Other Symbol
ValueCountFrequency (%)
○ 28
40.0%
▶ 9
 
12.9%
□ 8
 
11.4%
▼ 7
 
10.0%
■ 6
 
8.6%
◎ 5
 
7.1%
▲ 4
 
5.7%
㎡ 1
 
1.4%
▣ 1
 
1.4%
◀ 1
 
1.4%
Math Symbol
ValueCountFrequency (%)
< 18946
36.4%
> 18674
35.9%
= 13908
26.7%
+ 378
 
0.7%
~ 125
 
0.2%
→ 7
 
< 0.1%
| 1
 
< 0.1%
Close Punctuation
ValueCountFrequency (%)
) 863
81.9%
] 101
 
9.6%
」 54
 
5.1%
》 15
 
1.4%
』 10
 
0.9%
} 9
 
0.9%
】 2
 
0.2%
Open Punctuation
ValueCountFrequency (%)
( 791
79.7%
[ 104
 
10.5%
「 54
 
5.4%
{ 16
 
1.6%
《 15
 
1.5%
『 11
 
1.1%
【 2
 
0.2%
Other Number
ValueCountFrequency (%)
① 4
44.4%
② 3
33.3%
③ 2
22.2%
Space Separator
ValueCountFrequency (%)
54682
> 99.9%
　 22
 
< 0.1%
Final Punctuation
ValueCountFrequency (%)
’ 31
93.9%
” 2
 
6.1%
Initial Punctuation
ValueCountFrequency (%)
‘ 29
93.5%
“ 2
 
6.5%
Modifier Symbol
ValueCountFrequency (%)
^ 8
53.3%
` 7
46.7%
Letter Number
ValueCountFrequency (%)
Ⅷ 3
75.0%
Ⅸ 1
 
25.0%
Dash Punctuation
ValueCountFrequency (%)
- 13616
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1859
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 352872
53.6%
Common 251126
38.1%
Hangul 54478
 
8.3%
Han 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 1447
 
2.7%
체 1149
 
2.1%
육 1122
 
2.1%
이 1063
 
2.0%
울 1052
 
1.9%
바 1009
 
1.9%
산 909
 
1.7%
남 877
 
1.6%
니 778
 
1.4%
다 776
 
1.4%
Other values (566) 44296
81.3%
Common
ValueCountFrequency (%)
54682
21.8%
< 18946
 
7.5%
> 18674
 
7.4%
/ 18013
 
7.2%
' 16304
 
6.5%
= 13908
 
5.5%
- 13616
 
5.4%
: 13327
 
5.3%
0 11956
 
4.8%
. 10073
 
4.0%
Other values (58) 61627
24.5%
Latin
ValueCountFrequency (%)
t 25082
 
7.1%
s 20215
 
5.7%
e 18226
 
5.2%
a 17921
 
5.1%
p 16922
 
4.8%
i 15385
 
4.4%
l 15210
 
4.3%
o 14816
 
4.2%
c 14326
 
4.1%
r 13451
 
3.8%
Other values (44) 181318
51.4%
Han
ValueCountFrequency (%)
人 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 603623
91.7%
Hangul 54467
 
8.3%
None 185
 
< 0.1%
Punctuation 100
 
< 0.1%
Geometric Shapes 69
 
< 0.1%
Compat Jamo 11
 
< 0.1%
Enclosed Alphanum 9
 
< 0.1%
Arrows 7
 
< 0.1%
Number Forms 4
 
< 0.1%
CJK Compat 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
54682
 
9.1%
t 25082
 
4.2%
s 20215
 
3.3%
< 18946
 
3.1%
> 18674
 
3.1%
e 18226
 
3.0%
/ 18013
 
3.0%
a 17921
 
3.0%
p 16922
 
2.8%
' 16304
 
2.7%
Other values (82) 378638
62.7%
Hangul
ValueCountFrequency (%)
서 1447
 
2.7%
체 1149
 
2.1%
육 1122
 
2.1%
이 1063
 
2.0%
울 1052
 
1.9%
바 1009
 
1.9%
산 909
 
1.7%
남 877
 
1.6%
니 778
 
1.4%
다 776
 
1.4%
Other values (561) 44285
81.3%
None
ValueCountFrequency (%)
「 54
29.2%
」 54
29.2%
　 22
11.9%
《 15
 
8.1%
》 15
 
8.1%
『 11
 
5.9%
』 10
 
5.4%
【 2
 
1.1%
】 2
 
1.1%
Punctuation
ValueCountFrequency (%)
※ 36
36.0%
’ 31
31.0%
‘ 29
29.0%
” 2
 
2.0%
“ 2
 
2.0%
Geometric Shapes
ValueCountFrequency (%)
○ 28
40.6%
▶ 9
 
13.0%
□ 8
 
11.6%
▼ 7
 
10.1%
■ 6
 
8.7%
◎ 5
 
7.2%
▲ 4
 
5.8%
▣ 1
 
1.4%
◀ 1
 
1.4%
Arrows
ValueCountFrequency (%)
→ 7
100.0%
Compat Jamo
ValueCountFrequency (%)
ㅁ 5
45.5%
ㅇ 3
27.3%
ㅏ 1
 
9.1%
ㆍ 1
 
9.1%
ㅔ 1
 
9.1%
Enclosed Alphanum
ValueCountFrequency (%)
① 4
44.4%
② 3
33.3%
③ 2
22.2%
Number Forms
ValueCountFrequency (%)
Ⅷ 3
75.0%
Ⅸ 1
 
25.0%
CJK Compat
ValueCountFrequency (%)
㎡ 1
100.0%
CJK
ValueCountFrequency (%)
人 1
100.0%

조회수
Real number (ℝ)

Distinct483
Distinct (%)35.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean211.30819
Minimum1
Maximum3041
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.2 KiB
2024-05-11T00:43:46.534486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile40
Q185
median153
Q3261
95-th percentile547.1
Maximum3041
Range3040
Interquartile range (IQR)176

Descriptive statistics

Standard deviation218.82592
Coefficient of variation (CV)1.0355771
Kurtosis35.589995
Mean211.30819
Median Absolute Deviation (MAD)78
Skewness4.5015805
Sum291394
Variance47884.782
MonotonicityNot monotonic
2024-05-11T00:43:47.022123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
112 11
 
0.8%
82 11
 
0.8%
72 10
 
0.7%
87 10
 
0.7%
84 10
 
0.7%
55 10
 
0.7%
75 10
 
0.7%
69 10
 
0.7%
68 9
 
0.7%
67 9
 
0.7%
Other values (473) 1279
92.7%
ValueCountFrequency (%)
1 1
 
0.1%
2 3
0.2%
3 2
0.1%
4 2
0.1%
5 1
 
0.1%
7 1
 
0.1%
8 3
0.2%
9 1
 
0.1%
13 1
 
0.1%
14 2
0.1%
ValueCountFrequency (%)
3041 1
0.1%
2317 1
0.1%
1726 1
0.1%
1692 1
0.1%
1560 1
0.1%
1558 1
0.1%
1481 1
0.1%
1438 1
0.1%
1435 1
0.1%
1428 1
0.1%

글작성일
Date

Distinct991
Distinct (%)71.9%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
Minimum2013-06-03 00:00:00
Maximum2024-05-10 00:00:00
2024-05-11T00:43:47.426739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T00:43:47.861471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

첨부파일명1
Text

MISSING 

Distinct716
Distinct (%)52.9%
Missing25
Missing (%)1.8%
Memory size10.9 KiB
2024-05-11T00:43:48.846844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length109
Median length93
Mean length68.624077
Min length67

Characters and Unicode

Total characters92917
Distinct characters58
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique416 ?
Unique (%)30.7%

Sample

1st rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=21811&fdx=1
2nd rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=21811&fdx=1
3rd rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=21811&fdx=1
4th rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=21811&fdx=1
5th rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=21811&fdx=1
ValueCountFrequency (%)
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=12895&fdx=1 14
 
1.0%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=15272&fdx=1 12
 
0.9%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=15721&fdx=1 9
 
0.7%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=12326&fdx=1 9
 
0.7%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=13032&fdx=1 9
 
0.7%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=15601&fdx=1 9
 
0.7%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=13885&fdx=1 8
 
0.6%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=5531&fdx=1 8
 
0.6%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=12101&fdx=1 8
 
0.6%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=15174&fdx=1 8
 
0.6%
Other values (708) 1262
93.1%
2024-05-11T00:43:50.246060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 6770
 
7.3%
d 6714
 
7.2%
i 5478
 
5.9%
c 5477
 
5.9%
. 5477
 
5.9%
w 5464
 
5.9%
p 4184
 
4.5%
o 4123
 
4.4%
h 4110
 
4.4%
= 4062
 
4.4%
Other values (48) 41058
44.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 61418
66.1%
Other Punctuation 17663
 
19.0%
Decimal Number 9452
 
10.2%
Math Symbol 4062
 
4.4%
Uppercase Letter 244
 
0.3%
Connector Punctuation 62
 
0.1%
Other Letter 14
 
< 0.1%
Space Separator 2
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
d 6714
10.9%
i 5478
 
8.9%
c 5477
 
8.9%
w 5464
 
8.9%
p 4184
 
6.8%
o 4123
 
6.7%
h 4110
 
6.7%
t 4062
 
6.6%
b 4001
 
6.5%
r 2708
 
4.4%
Other values (12) 15097
24.6%
Other Letter
ValueCountFrequency (%)
정 1
 
7.1%
서 1
 
7.1%
의 1
 
7.1%
동 1
 
7.1%
회 1
 
7.1%
조 1
 
7.1%
보 1
 
7.1%
및 1
 
7.1%
인 1
 
7.1%
개 1
 
7.1%
Other values (4) 4
28.6%
Decimal Number
ValueCountFrequency (%)
1 3920
41.5%
5 704
 
7.4%
6 676
 
7.2%
4 647
 
6.8%
7 645
 
6.8%
2 615
 
6.5%
3 614
 
6.5%
9 580
 
6.1%
0 538
 
5.7%
8 513
 
5.4%
Other Punctuation
ValueCountFrequency (%)
/ 6770
38.3%
. 5477
31.0%
& 2708
 
15.3%
? 1354
 
7.7%
: 1354
 
7.7%
Uppercase Letter
ValueCountFrequency (%)
A 61
25.0%
I 61
25.0%
O 61
25.0%
P 61
25.0%
Math Symbol
ValueCountFrequency (%)
= 4062
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 62
100.0%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 61662
66.4%
Common 31241
33.6%
Hangul 14
 
< 0.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
d 6714
10.9%
i 5478
 
8.9%
c 5477
 
8.9%
w 5464
 
8.9%
p 4184
 
6.8%
o 4123
 
6.7%
h 4110
 
6.7%
t 4062
 
6.6%
b 4001
 
6.5%
r 2708
 
4.4%
Other values (16) 15341
24.9%
Common
ValueCountFrequency (%)
/ 6770
21.7%
. 5477
17.5%
= 4062
13.0%
1 3920
12.5%
& 2708
 
8.7%
? 1354
 
4.3%
: 1354
 
4.3%
5 704
 
2.3%
6 676
 
2.2%
4 647
 
2.1%
Other values (8) 3569
11.4%
Hangul
ValueCountFrequency (%)
정 1
 
7.1%
서 1
 
7.1%
의 1
 
7.1%
동 1
 
7.1%
회 1
 
7.1%
조 1
 
7.1%
보 1
 
7.1%
및 1
 
7.1%
인 1
 
7.1%
개 1
 
7.1%
Other values (4) 4
28.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 92903
> 99.9%
Hangul 14
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 6770
 
7.3%
d 6714
 
7.2%
i 5478
 
5.9%
c 5477
 
5.9%
. 5477
 
5.9%
w 5464
 
5.9%
p 4184
 
4.5%
o 4123
 
4.4%
h 4110
 
4.4%
= 4062
 
4.4%
Other values (34) 41044
44.2%
Hangul
ValueCountFrequency (%)
정 1
 
7.1%
서 1
 
7.1%
의 1
 
7.1%
동 1
 
7.1%
회 1
 
7.1%
조 1
 
7.1%
보 1
 
7.1%
및 1
 
7.1%
인 1
 
7.1%
개 1
 
7.1%
Other values (4) 4
28.6%

첨부파일명2
Text

MISSING 

Distinct425
Distinct (%)32.2%
Missing58
Missing (%)4.2%
Memory size10.9 KiB
2024-05-11T00:43:51.126357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length109
Median length93
Mean length68.56321
Min length67

Characters and Unicode

Total characters90572
Distinct characters58
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique160 ?
Unique (%)12.1%

Sample

1st rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=17045&fdx=2
2nd rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=17035&fdx=2
3rd rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=17036&fdx=2
4th rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=17035&fdx=2
5th rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=17035&fdx=2
ValueCountFrequency (%)
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=15662&fdx=2 21
 
1.6%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=13082&fdx=2 17
 
1.3%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=11234&fdx=2 17
 
1.3%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=12742&fdx=2 15
 
1.1%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=5839&fdx=2 14
 
1.1%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=4677&fdx=2 14
 
1.1%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=14229&fdx=2 14
 
1.1%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=11896&fdx=2 12
 
0.9%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=15272&fdx=2 12
 
0.9%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=12381&fdx=2 12
 
0.9%
Other values (417) 1175
88.8%
2024-05-11T00:43:52.336631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 6605
 
7.3%
d 6558
 
7.2%
i 5342
 
5.9%
c 5341
 
5.9%
. 5340
 
5.9%
w 5325
 
5.9%
p 4076
 
4.5%
o 4020
 
4.4%
h 4004
 
4.4%
t 3963
 
4.4%
Other values (48) 39998
44.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 59898
66.1%
Other Punctuation 17229
 
19.0%
Decimal Number 9181
 
10.1%
Math Symbol 3963
 
4.4%
Uppercase Letter 228
 
0.3%
Connector Punctuation 57
 
0.1%
Other Letter 14
 
< 0.1%
Space Separator 2
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
d 6558
10.9%
i 5342
 
8.9%
c 5341
 
8.9%
w 5325
 
8.9%
p 4076
 
6.8%
o 4020
 
6.7%
h 4004
 
6.7%
t 3963
 
6.6%
b 3906
 
6.5%
r 2642
 
4.4%
Other values (12) 14721
24.6%
Other Letter
ValueCountFrequency (%)
정 1
 
7.1%
서 1
 
7.1%
의 1
 
7.1%
동 1
 
7.1%
회 1
 
7.1%
조 1
 
7.1%
보 1
 
7.1%
력 1
 
7.1%
인 1
 
7.1%
개 1
 
7.1%
Other values (4) 4
28.6%
Decimal Number
ValueCountFrequency (%)
1 2514
27.4%
2 1892
20.6%
5 669
 
7.3%
6 636
 
6.9%
4 630
 
6.9%
7 625
 
6.8%
9 610
 
6.6%
3 547
 
6.0%
0 538
 
5.9%
8 520
 
5.7%
Other Punctuation
ValueCountFrequency (%)
/ 6605
38.3%
. 5340
31.0%
& 2642
 
15.3%
? 1321
 
7.7%
: 1321
 
7.7%
Uppercase Letter
ValueCountFrequency (%)
O 57
25.0%
A 57
25.0%
P 57
25.0%
I 57
25.0%
Math Symbol
ValueCountFrequency (%)
= 3963
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 57
100.0%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 60126
66.4%
Common 30432
33.6%
Hangul 14
 
< 0.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
d 6558
10.9%
i 5342
 
8.9%
c 5341
 
8.9%
w 5325
 
8.9%
p 4076
 
6.8%
o 4020
 
6.7%
h 4004
 
6.7%
t 3963
 
6.6%
b 3906
 
6.5%
r 2642
 
4.4%
Other values (16) 14949
24.9%
Common
ValueCountFrequency (%)
/ 6605
21.7%
. 5340
17.5%
= 3963
13.0%
& 2642
 
8.7%
1 2514
 
8.3%
2 1892
 
6.2%
? 1321
 
4.3%
: 1321
 
4.3%
5 669
 
2.2%
6 636
 
2.1%
Other values (8) 3529
11.6%
Hangul
ValueCountFrequency (%)
정 1
 
7.1%
서 1
 
7.1%
의 1
 
7.1%
동 1
 
7.1%
회 1
 
7.1%
조 1
 
7.1%
보 1
 
7.1%
력 1
 
7.1%
인 1
 
7.1%
개 1
 
7.1%
Other values (4) 4
28.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 90558
> 99.9%
Hangul 14
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 6605
 
7.3%
d 6558
 
7.2%
i 5342
 
5.9%
c 5341
 
5.9%
. 5340
 
5.9%
w 5325
 
5.9%
p 4076
 
4.5%
o 4020
 
4.4%
h 4004
 
4.4%
t 3963
 
4.4%
Other values (34) 39984
44.2%
Hangul
ValueCountFrequency (%)
정 1
 
7.1%
서 1
 
7.1%
의 1
 
7.1%
동 1
 
7.1%
회 1
 
7.1%
조 1
 
7.1%
보 1
 
7.1%
력 1
 
7.1%
인 1
 
7.1%
개 1
 
7.1%
Other values (4) 4
28.6%

첨부파일명3
Text

MISSING 

Distinct134
Distinct (%)12.6%
Missing317
Missing (%)23.0%
Memory size10.9 KiB
2024-05-11T00:43:53.488534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length109
Median length67
Mean length68.095104
Min length67

Characters and Unicode

Total characters72317
Distinct characters54
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

Unique33 ?
Unique (%)3.1%

Sample

1st rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=17045&fdx=3
2nd rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=17035&fdx=3
3rd rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=17045&fdx=3
4th rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=17035&fdx=3
5th rowhttp://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=17035&fdx=3
ValueCountFrequency (%)
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=15724&fdx=3 44
 
4.1%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=12041&fdx=3 41
 
3.9%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=5607&fdx=3 40
 
3.8%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=12849&fdx=3 34
 
3.2%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=7814&fdx=3 33
 
3.1%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=4599&fdx=3 33
 
3.1%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=13863&fdx=3 29
 
2.7%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=5911&fdx=3 29
 
2.7%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=6992&fdx=3 28
 
2.6%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=13250&fdx=3 26
 
2.4%
Other values (124) 725
68.3%
2024-05-11T00:43:55.399918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 5310
 
7.3%
d 5280
 
7.3%
i 4280
 
5.9%
c 4279
 
5.9%
. 4273
 
5.9%
w 4266
 
5.9%
p 3242
 
4.5%
o 3217
 
4.4%
h 3204
 
4.4%
= 3186
 
4.4%
Other values (44) 31780
43.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 48020
66.4%
Other Punctuation 13831
 
19.1%
Decimal Number 7118
 
9.8%
Math Symbol 3186
 
4.4%
Uppercase Letter 124
 
0.2%
Connector Punctuation 27
 
< 0.1%
Other Letter 9
 
< 0.1%
Open Punctuation 1
 
< 0.1%
Close Punctuation 1
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
d 5280
11.0%
i 4280
 
8.9%
c 4279
 
8.9%
w 4266
 
8.9%
p 3242
 
6.8%
o 3217
 
6.7%
h 3204
 
6.7%
t 3186
 
6.6%
b 3155
 
6.6%
r 2124
 
4.4%
Other values (12) 11787
24.5%
Decimal Number
ValueCountFrequency (%)
1 2031
28.5%
3 1395
19.6%
6 540
 
7.6%
5 511
 
7.2%
4 483
 
6.8%
9 482
 
6.8%
0 462
 
6.5%
7 452
 
6.4%
2 429
 
6.0%
8 333
 
4.7%
Other Letter
ValueCountFrequency (%)
안 1
11.1%
문 1
11.1%
본 1
11.1%
내 1
11.1%
보 1
11.1%
업 1
11.1%
사 1
11.1%
육 1
11.1%
년 1
11.1%
Other Punctuation
ValueCountFrequency (%)
/ 5310
38.4%
. 4273
30.9%
& 2124
 
15.4%
: 1062
 
7.7%
? 1062
 
7.7%
Uppercase Letter
ValueCountFrequency (%)
A 31
25.0%
P 31
25.0%
I 31
25.0%
O 31
25.0%
Math Symbol
ValueCountFrequency (%)
= 3186
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 27
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 48144
66.6%
Common 24164
33.4%
Hangul 9
 
< 0.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
d 5280
11.0%
i 4280
 
8.9%
c 4279
 
8.9%
w 4266
 
8.9%
p 3242
 
6.7%
o 3217
 
6.7%
h 3204
 
6.7%
t 3186
 
6.6%
b 3155
 
6.6%
r 2124
 
4.4%
Other values (16) 11911
24.7%
Common
ValueCountFrequency (%)
/ 5310
22.0%
. 4273
17.7%
= 3186
13.2%
& 2124
 
8.8%
1 2031
 
8.4%
3 1395
 
5.8%
: 1062
 
4.4%
? 1062
 
4.4%
6 540
 
2.2%
5 511
 
2.1%
Other values (9) 2670
11.0%
Hangul
ValueCountFrequency (%)
안 1
11.1%
문 1
11.1%
본 1
11.1%
내 1
11.1%
보 1
11.1%
업 1
11.1%
사 1
11.1%
육 1
11.1%
년 1
11.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 72308
> 99.9%
Hangul 9
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 5310
 
7.3%
d 5280
 
7.3%
i 4280
 
5.9%
c 4279
 
5.9%
. 4273
 
5.9%
w 4266
 
5.9%
p 3242
 
4.5%
o 3217
 
4.4%
h 3204
 
4.4%
= 3186
 
4.4%
Other values (35) 31771
43.9%
Hangul
ValueCountFrequency (%)
안 1
11.1%
문 1
11.1%
본 1
11.1%
내 1
11.1%
보 1
11.1%
업 1
11.1%
사 1
11.1%
육 1
11.1%
년 1
11.1%

첨부파일명4
Categorical

HIGH CORRELATION 

Distinct48
Distinct (%)3.5%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
<NA>
549 
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=14229&fdx=4
74 
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=4729&fdx=4
72 
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=9376&fdx=4
66 
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=15904&fdx=4
64 
Other values (43)
554 

Length

Max length93
Median length92
Mean length42.531545
Min length4

Unique

Unique8 ?
Unique (%)0.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 549
39.8%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=14229&fdx=4 74
 
5.4%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=4729&fdx=4 72
 
5.2%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=9376&fdx=4 66
 
4.8%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=15904&fdx=4 64
 
4.6%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=5610&fdx=4 60
 
4.4%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=10131&fdx=4 51
 
3.7%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=6718&fdx=4 47
 
3.4%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=13887&fdx=4 35
 
2.5%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=10791&fdx=4 30
 
2.2%
Other values (38) 331
24.0%

Length

2024-05-11T00:43:56.021041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 549
39.8%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=14229&fdx=4 74
 
5.4%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=4729&fdx=4 72
 
5.2%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=9376&fdx=4 66
 
4.8%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=15904&fdx=4 64
 
4.6%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=5610&fdx=4 60
 
4.4%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=10131&fdx=4 51
 
3.7%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=6718&fdx=4 47
 
3.4%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=13887&fdx=4 35
 
2.5%
http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=10791&fdx=4 30
 
2.2%
Other values (38) 331
24.0%

첨부파일실제경로
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
http://www.ychccic.or.kr/upload/bbs/
1317 
http://www.ychccic.or.kr/upload/
 
62

Length

Max length36
Median length36
Mean length35.82016
Min length32

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
http://www.ychccic.or.kr/upload/bbs/ 1317
95.5%
http://www.ychccic.or.kr/upload/ 62
 
4.5%

Length

2024-05-11T00:43:56.678617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T00:43:57.159005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
http://www.ychccic.or.kr/upload/bbs 1317
95.5%
http://www.ychccic.or.kr/upload 62
 
4.5%

Interactions

2024-05-11T00:43:38.300339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T00:43:37.164582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T00:43:38.767864image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T00:43:37.708237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-11T00:43:57.442919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
글번호조회수첨부파일명4첨부파일실제경로
글번호1.0000.1020.9900.255
조회수0.1021.0000.0000.094
첨부파일명40.9900.0001.0001.000
첨부파일실제경로0.2550.0941.0001.000
2024-05-11T00:43:57.810803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
첨부파일실제경로첨부파일명4
첨부파일실제경로1.0000.972
첨부파일명40.9721.000
2024-05-11T00:43:58.092199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
글번호조회수첨부파일명4첨부파일실제경로
글번호1.0000.0010.8980.254
조회수0.0011.0000.0000.071
첨부파일명40.8980.0001.0000.972
첨부파일실제경로0.2540.0710.9721.000

Missing values

2024-05-11T00:43:39.379881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-11T00:43:39.902933image/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.
2024-05-11T00:43:40.377328image/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

글번호글등록자제목내용조회수글작성일첨부파일명1첨부파일명2첨부파일명3첨부파일명4첨부파일실제경로
021863관리자[양천센터] 5월 15일(수) 부처님오신날 휴관 안내<p><img src='http://www.ychccic.or.kr/upload/smartupload/1715307343_s_818.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>82024-05-10<NA><NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
121833관리자[방아다리]방아다리장난감도서관?공동육아방 상반기 정기소독 안내<p><img src='http://www.ychccic.or.kr/upload/smartupload/1714349191_s_89.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>2082024-04-29<NA><NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
221832관리자[해누리]해누리장난감도서관?공동육아방 상반기 정기소독 안내<p><img src='http://www.ychccic.or.kr/upload/smartupload/1714179117_s_732.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>352024-04-27<NA><NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
321831관리자[양천센터]시간제보육 어린이주간 행사<p><img src='http://www.ychccic.or.kr/upload/smartupload/1714114581_s_728.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>842024-04-26<NA><NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
421825관리자[양천센터] 5월1일(수) 근로자의날 휴관 안내<p><img src='http://www.ychccic.or.kr/upload/smartupload/1713944424_s_332.png' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>662024-04-24<NA><NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
521811관리자[양천센터]서울시대체조리원 5월 채용 공고<p><img src='data:image/png;base64,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-04-19http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=21811&fdx=1<NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
621799관리자[양천센터] 5월4일(토) 장난감도서관공동육아방 휴관안내<p><img src='http://www.ychccic.or.kr/upload/smartupload/1713345674_s_328.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>952024-04-17http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=21811&fdx=1<NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
721766관리자[해우리] 장난감도서관?공동육아방(아이맘카페) 에어컨 세척 안내<p><img src='http://www.ychccic.or.kr/upload/smartupload/1712622586_s_997.png' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>432024-04-09http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=21811&fdx=1<NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
821767관리자[해맞이]장난감도서관?공동육아방 에어컨 세척 안내<p><img src='http://www.ychccic.or.kr/upload/smartupload/1712622754_s_445.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>462024-04-09http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=21811&fdx=1<NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
921764관리자[양천센터] 4월 10일 국회의원선거일 휴관 안내<p><img src='http://www.ychccic.or.kr/upload/smartupload/1712562350_s_566.jpg' style='max-width:854px; heigth:auto;'><br style='clear:both;'>&nbsp;</p>362024-04-08http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=21811&fdx=1<NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
글번호글등록자제목내용조회수글작성일첨부파일명1첨부파일명2첨부파일명3첨부파일명4첨부파일실제경로
13693380관리자[영유아플라자]7월 띠앗더하기놀이나누기 프로그램</A></A></A> <IMG border=0 hspace=5 vspace=5 src='http://www.ychccic.or.kr/gmEditor//uploaded/img/1372928484.JPG'></A>1402013-07-03http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3391&fdx=1http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=2http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=3http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=4http://www.ychccic.or.kr/upload/bbs/
13703374관리자서울형 재평가 실사단 모집 공고<P class=바탕글><SPAN style='FONT-SIZE: 11pt; FONT-FAMILY: 08서울남산체 B; mso-ascii-font-family: 08서울남산체 B; mso-hansi-font-family: 08서울남산체 B'>서울특별시여성가족재단 공고 제2013-70호</SPAN></P> <P class=바탕글 style='LAYOUT-GRID-MODE: char; LINE-HEIGHT: 180%'> <P class=바탕글 style='LAYOUT-GRID-MODE: char; TEXT-ALIGN: center; LINE-HEIGHT: 180%'><SPAN lang=EN-US style='FONT-SIZE: 13pt; FONT-FAMILY: 08서울남산체 B; FONT-WEIGHT: bold; mso-fareast-font-family: 08서울남산체 B; mso-hansi-font-family: 08서울남산체 B'>『2013년 서울형어린이집 재평가 현장실사단』모집 공고</SPAN></P> <P class=바탕글 style='LAYOUT-GRID-MODE: char; TEXT-ALIGN: center; LINE-HEIGHT: 180%'> <P class=바탕글 style='MARGIN-BOTTOM: 6pt; LAYOUT-GRID-MODE: char; LINE-HEIGHT: 200%'><SPAN style='FONT-SIZE: 12pt; FONT-FAMILY: 08서울남산체 B; FONT-WEIGHT: bold; mso-ascii-font-family: 08서울남산체 B; mso-hansi-font-family: 08서울남산체 B'>서울특별시에서는 서울형어린이집 재평가 현장실사단을 통한 합리적이고 공정한 재평가를 수행하고자 2013년도 서울형어린이집 공인 관련 현장실사단을 다음과 같이 공개 모집하오니 많은 신청을 바랍니다.</SPAN></P> <P class=바탕글> <P class=바탕글 style='TEXT-ALIGN: center'><SPAN lang=EN-US style='FONT1252013-06-26http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3374&fdx=1http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=2http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=3http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=4http://www.ychccic.or.kr/upload/bbs/
13713373관리자양천구보육정보센터-한림대학교 강남성심병원 단체진료 협약관련 안내<P>양천구보육정보센터-한림대학교 강남성심병원은 지난 6월 5일 양천구 관내 보육교직원 및 보육교직원 가족의</P> <P>건강증진을 위해 단체진료 협약을 맺었습니다.</P> <P>협약내용 일부와 관련 서류를 첨부하오니 많은 활용 바랍니다.</P>992013-06-26http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3373&fdx=1http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=2http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=3http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=4http://www.ychccic.or.kr/upload/bbs/
13723368관리자[영유아플라자]장난감도서관 정기소독 안내</A><IMG style='HEIGHT: 926px; WIDTH: 617px' border=0 hspace=5 vspace=5 src='http://www.ychccic.or.kr/gmEditor//uploaded/img/1372983875.jpg' width=794 height=1122></A>1542013-06-25http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3368&fdx=1http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=2http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=3http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3440&fdx=4http://www.ychccic.or.kr/upload/bbs/
13733354관리자전국시군구보육정보센터 협의회 공동사업 ' 제 5회 행복한 우리아이 사진 콘테스트' 수상자 발표<P align=right><IMG style='HEIGHT: 1127px; WIDTH: 633px' border=0 hspace=5 vspace=5 src='http://www.ychccic.or.kr/gmEditor//uploaded/img/1371619082.jpg' width=800 height=1132></A></P>1402013-06-19<NA><NA><NA><NA>http://www.ychccic.or.kr/upload/bbs/
13743343관리자한국생활안전연합- 어린이 재난안전교육<P>한국생활안전연합에서 서울시와 함께 재난안전교육을 진행합니다.</P> <P> </P> <P>아동과 학부모 대상(주부대상) 으로 교육 신청이 가능합니다.</P> <P> </P> <P>본 교육은 선착순 마감으로</P> <P> </P> <P>아동 대상은 1회 교육시 40명이상,</P> <P> </P> <P>학부모 대상(주부대상) 1회 교육시 100명 이상이셔야 합니다.</P> <P> </P> <P>주부대상의 경우 한 어린이집에서 100명의 부모님을 모시기 어려운 경우에는 다른 원과 연합하여 진행하셔도 됩니다.</P> <P> </P> <P>신청시 첨부파일을 확인하시어 신청서를 한국생활안전연합 메일 또는 팩스로 보내시고 전화 확인하시면 됩니다.</P> <P> </P> <P>한국생활안전연합</P> <P>전화: 02-3476-0119</P> <P>팩스: 02-3476-0501</P> <P>메일: <A href='mailto:safia@choi.com'>safia@choi.com</A></P>1582013-06-14http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3343&fdx=1http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3343&fdx=2http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3343&fdx=3<NA>http://www.ychccic.or.kr/upload/bbs/
13753342관리자2013년 하반기 장애영유아 직무교육일정 안내<P style='BACKGROUND: #ffffff; LAYOUT-GRID-MODE: both; mso-pagination: none; mso-padding-alt: 0pt 0pt 0pt 0pt'><SPAN style='BACKGROUND: #ffffff; LETTER-SPACING: 0pt; mso-fareast-font-family: 바탕; mso-font-width: 100%; mso-text-raise: 0pt'>「</SPAN><SPAN style='BACKGROUND: #ffffff; mso-fareast-font-family: 바탕'>장애아동복지지원법</SPAN><SPAN style='BACKGROUND: #ffffff; LETTER-SPACING: 0pt; mso-fareast-font-family: 바탕; mso-font-width: 100%; mso-text-raise: 0pt'>」</SPAN><SPAN style='BACKGROUND: #ffffff; mso-fareast-font-family: 바탕'>시행에 따른 직무교육 및 </SPAN><SPAN lang=EN-US style='FONT-FAMILY: 바탕; BACKGROUND: #ffffff; LETTER-SPACING: 0pt; mso-font-width: 100%; mso-text-raise: 0pt'>2013</SPAN><SPAN style='BACKGROUND: #ffffff; mso-fareast-font-family: 바탕'>년 하반기 집합교육 일정을 안내해드립니다</SPAN><SPAN lang=EN-US style='FONT-FAMILY: 바탕; BACKGROUND: #ffffff; LETTER-SPACING: 0pt; mso-font-width: 100%; mso-text-raise: 0pt'>.</SPAN></P> <P style='BACKGROUND: #ffffff; LAYOUT-GRID-MODE: both; mso-pagination: none; mso-padding-alt: 0pt 0pt 0pt 0pt'><1212013-06-14http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3342&fdx=1http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3342&fdx=2http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3343&fdx=3<NA>http://www.ychccic.or.kr/upload/bbs/
13763340관리자안심보육모니터링 지표<P>양천구보육정보센터입니다.</P> <P> </P> <P>서울시 안심보육모니터링 관찰 지표를 첨부하오니</P> <P> </P> <P>다운로드 하시어 참고하시기 바랍니다.</P> <P> </P> <P>감사합니다.</P>1512013-06-13http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3340&fdx=1http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3342&fdx=2http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3343&fdx=3<NA>http://www.ychccic.or.kr/upload/bbs/
13773328관리자[영유아플라자] 띠앗더하기놀이나누기 프로그램 및 모험터 이용횟수 변경 안내<IMG border=0 hspace=5 vspace=5 src='http://www.ychccic.or.kr/gmEditor//uploaded/img/1370599204.jpg'></A>2082013-06-07http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3340&fdx=1http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3342&fdx=2http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3343&fdx=3<NA>http://www.ychccic.or.kr/upload/bbs/
13783301관리자대체교사지원사업4회기 오픈 안내(7/1~8/30)<IMG border=0 hspace=5 vspace=5 src='http://www.ychccic.or.kr/gmEditor//uploaded/img/1370220086.jpg' width=600><IMG border=0 hspace=5 vspace=5 src='http://www.ychccic.or.kr/gmEditor//uploaded/img/1370220102.jpg' width=600></A></A>3262013-06-03http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3301&fdx=1http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3301&fdx=2http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3301&fdx=3http://www.ychccic.or.kr/site/bbs/download.php?bid=1&idx=3301&fdx=4http://www.ychccic.or.kr/upload/bbs/