Overview

Dataset statistics

Number of variables10
Number of observations1190
Missing cells5640
Missing cells (%)47.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory98.9 KiB
Average record size in memory85.1 B

Variable types

Numeric3
Text5
Unsupported2

Dataset

Description게시물고유값,게시물제목,게시물내용,조회수,등록일시,파일1,파일2,파일3,파일4,파일5
Author강남구
URLhttps://data.seoul.go.kr/dataList/OA-12772/S/1/datasetView.do

Alerts

게시물고유값 is highly overall correlated with 등록일시High correlation
등록일시 is highly overall correlated with 게시물고유값High correlation
파일1 has 934 (78.5%) missing valuesMissing
파일2 has 1149 (96.6%) missing valuesMissing
파일3 has 1176 (98.8%) missing valuesMissing
파일4 has 1190 (100.0%) missing valuesMissing
파일5 has 1190 (100.0%) missing valuesMissing
게시물고유값 has unique valuesUnique
파일4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
파일5 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-11 03:55:11.140678
Analysis finished2023-12-11 03:55:14.300463
Duration3.16 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

게시물고유값
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct1190
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1497.2521
Minimum779
Maximum2222
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.6 KiB
2023-12-11T12:55:14.406307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum779
5-th percentile842.45
Q11110.25
median1486.5
Q31858.75
95-th percentile2147.55
Maximum2222
Range1443
Interquartile range (IQR)748.5

Descriptive statistics

Standard deviation419.3112
Coefficient of variation (CV)0.28005384
Kurtosis-1.1914766
Mean1497.2521
Median Absolute Deviation (MAD)374.5
Skewness-0.0072456926
Sum1781730
Variance175821.88
MonotonicityNot monotonic
2023-12-11T12:55:14.598081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2222 1
 
0.1%
1272 1
 
0.1%
1274 1
 
0.1%
1276 1
 
0.1%
1275 1
 
0.1%
1277 1
 
0.1%
1278 1
 
0.1%
1279 1
 
0.1%
1281 1
 
0.1%
1280 1
 
0.1%
Other values (1180) 1180
99.2%
ValueCountFrequency (%)
779 1
0.1%
780 1
0.1%
781 1
0.1%
782 1
0.1%
783 1
0.1%
784 1
0.1%
785 1
0.1%
787 1
0.1%
788 1
0.1%
789 1
0.1%
ValueCountFrequency (%)
2222 1
0.1%
2221 1
0.1%
2220 1
0.1%
2219 1
0.1%
2216 1
0.1%
2215 1
0.1%
2214 1
0.1%
2213 1
0.1%
2211 1
0.1%
2210 1
0.1%
Distinct1119
Distinct (%)94.0%
Missing0
Missing (%)0.0%
Memory size9.4 KiB
2023-12-11T12:55:14.927180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length66
Median length48
Mean length28.85042
Min length9

Characters and Unicode

Total characters34332
Distinct characters593
Distinct categories16 ?
Distinct scripts4 ?
Distinct blocks8 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1059 ?
Unique (%)89.0%

Sample

1st row2017 '부모-자녀 놀이 상호작용 관찰' 안내
2nd row2017년 5월 부모교육 및 상담모임 안내
3rd row[공통] 2017년 5월 자유놀이실 주간 프로그램 '디어아이 탐색놀이' 안내
4th row[2017] click here for multi language leaflet
5th row[강남구육아종합지원센터] 2017년 5월 안전교육 프로그램 안내
ValueCountFrequency (%)
안내 616
 
9.0%
프로그램 173
 
2.5%
강남구육아종합지원센터 138
 
2.0%
126
 
1.8%
강남구육아지원센터 94
 
1.4%
자유놀이실 90
 
1.3%
채용 86
 
1.3%
대치 84
 
1.2%
탐색놀이 83
 
1.2%
삼성 82
 
1.2%
Other values (1873) 5295
77.1%
2023-12-11T12:55:15.470853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6161
 
17.9%
887
 
2.6%
833
 
2.4%
800
 
2.3%
723
 
2.1%
713
 
2.1%
[ 540
 
1.6%
] 539
 
1.6%
538
 
1.6%
508
 
1.5%
Other values (583) 22090
64.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 23414
68.2%
Space Separator 6161
 
17.9%
Decimal Number 1828
 
5.3%
Other Punctuation 802
 
2.3%
Open Punctuation 755
 
2.2%
Close Punctuation 753
 
2.2%
Lowercase Letter 335
 
1.0%
Uppercase Letter 168
 
0.5%
Dash Punctuation 30
 
0.1%
Math Symbol 30
 
0.1%
Other values (6) 56
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
887
 
3.8%
833
 
3.6%
800
 
3.4%
723
 
3.1%
713
 
3.0%
538
 
2.3%
508
 
2.2%
503
 
2.1%
479
 
2.0%
463
 
2.0%
Other values (494) 16967
72.5%
Uppercase Letter
ValueCountFrequency (%)
M 29
17.3%
T 27
16.1%
S 17
10.1%
B 14
8.3%
E 12
 
7.1%
C 12
 
7.1%
R 9
 
5.4%
A 8
 
4.8%
I 5
 
3.0%
U 5
 
3.0%
Other values (14) 30
17.9%
Lowercase Letter
ValueCountFrequency (%)
l 44
13.1%
a 39
11.6%
o 37
11.0%
e 33
9.9%
m 30
9.0%
k 29
8.7%
s 25
7.5%
c 13
 
3.9%
u 12
 
3.6%
r 11
 
3.3%
Other values (10) 62
18.5%
Other Punctuation
ValueCountFrequency (%)
' 478
59.6%
, 197
24.6%
. 35
 
4.4%
! 31
 
3.9%
? 17
 
2.1%
/ 15
 
1.9%
& 10
 
1.2%
; 7
 
0.9%
# 7
 
0.9%
: 2
 
0.2%
Other values (2) 3
 
0.4%
Decimal Number
ValueCountFrequency (%)
1 489
26.8%
0 418
22.9%
2 402
22.0%
4 110
 
6.0%
3 94
 
5.1%
6 93
 
5.1%
5 87
 
4.8%
7 54
 
3.0%
9 44
 
2.4%
8 37
 
2.0%
Open Punctuation
ValueCountFrequency (%)
[ 540
71.5%
( 176
 
23.3%
26
 
3.4%
13
 
1.7%
Close Punctuation
ValueCountFrequency (%)
] 539
71.6%
) 175
 
23.2%
27
 
3.6%
12
 
1.6%
Math Symbol
ValueCountFrequency (%)
< 9
30.0%
> 9
30.0%
~ 8
26.7%
+ 4
13.3%
Modifier Symbol
ValueCountFrequency (%)
` 14
87.5%
´ 2
 
12.5%
Final Punctuation
ValueCountFrequency (%)
10
76.9%
3
 
23.1%
Initial Punctuation
ValueCountFrequency (%)
8
66.7%
4
33.3%
Space Separator
ValueCountFrequency (%)
6161
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 30
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 12
100.0%
Letter Number
ValueCountFrequency (%)
2
100.0%
Other Symbol
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 23411
68.2%
Common 10413
30.3%
Latin 505
 
1.5%
Han 3
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
887
 
3.8%
833
 
3.6%
800
 
3.4%
723
 
3.1%
713
 
3.0%
538
 
2.3%
508
 
2.2%
503
 
2.1%
479
 
2.0%
463
 
2.0%
Other values (492) 16964
72.5%
Latin
ValueCountFrequency (%)
l 44
 
8.7%
a 39
 
7.7%
o 37
 
7.3%
e 33
 
6.5%
m 30
 
5.9%
k 29
 
5.7%
M 29
 
5.7%
T 27
 
5.3%
s 25
 
5.0%
S 17
 
3.4%
Other values (35) 195
38.6%
Common
ValueCountFrequency (%)
6161
59.2%
[ 540
 
5.2%
] 539
 
5.2%
1 489
 
4.7%
' 478
 
4.6%
0 418
 
4.0%
2 402
 
3.9%
, 197
 
1.9%
( 176
 
1.7%
) 175
 
1.7%
Other values (34) 838
 
8.0%
Han
ValueCountFrequency (%)
2
66.7%
1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 23408
68.2%
ASCII 10810
31.5%
None 80
 
0.2%
Punctuation 25
 
0.1%
Compat Jamo 3
 
< 0.1%
CJK 3
 
< 0.1%
Number Forms 2
 
< 0.1%
Misc Symbols 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6161
57.0%
[ 540
 
5.0%
] 539
 
5.0%
1 489
 
4.5%
' 478
 
4.4%
0 418
 
3.9%
2 402
 
3.7%
, 197
 
1.8%
( 176
 
1.6%
) 175
 
1.6%
Other values (68) 1235
 
11.4%
Hangul
ValueCountFrequency (%)
887
 
3.8%
833
 
3.6%
800
 
3.4%
723
 
3.1%
713
 
3.0%
538
 
2.3%
508
 
2.2%
503
 
2.1%
479
 
2.0%
463
 
2.0%
Other values (491) 16961
72.5%
None
ValueCountFrequency (%)
27
33.8%
26
32.5%
13
16.2%
12
15.0%
´ 2
 
2.5%
Punctuation
ValueCountFrequency (%)
10
40.0%
8
32.0%
4
 
16.0%
3
 
12.0%
Compat Jamo
ValueCountFrequency (%)
3
100.0%
CJK
ValueCountFrequency (%)
2
66.7%
1
33.3%
Number Forms
ValueCountFrequency (%)
2
100.0%
Misc Symbols
ValueCountFrequency (%)
1
100.0%
Distinct1184
Distinct (%)99.6%
Missing1
Missing (%)0.1%
Memory size9.4 KiB
2023-12-11T12:55:15.818654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length926
Mean length590.68209
Min length12

Characters and Unicode

Total characters702321
Distinct characters769
Distinct categories18 ?
Distinct scripts4 ?
Distinct blocks13 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1179 ?
Unique (%)99.2%

Sample

1st row<div><p align='center' style='margin: 5px 0px;'><div><p align='center' style='margin: 5px 0px;'><img class='chimg_photo' id='image_09346409829480257' style='width: 560px; height: 431px;' alt='' src='/include/cheditor/attach/BBDrUpiV8tagql.jpg' border='0'></p></div><br></p></div><br>
2nd row<div><div><p align='center' style='margin: 5px 0px;'><div><p align='center' style='margin: 5px 0px;'><div><p align='center' style='margin: 5px 0px;'><div><p align='center' style='margin: 5px 0px;'><div><p align='center' style='margin: 5px 0px;'><br><img width='800' height='625' class='chimg_photo' id='image_09388837926532082' alt='' src='/include/cheditor/attach/89CaGyoHhURELfAZmybxQLIa.JPG' border='0'></p></div></p><p align='center' style='margin: 5px 0px;'><img width='800' height='625' class='chimg_photo' id='image_04895716581356907' alt='' src='/include/cheditor/attach/NJGFh9r2EqrmBR.JPG' border='0'></p><p align='center' style='margin: 5px 0px;'><img width='800' height='625' class='chimg_photo' id='image_005569993495610748' alt='' src='/include/cheditor/attach/c35hWPMrzyR.JPG' border='0'><br></p></div><p></p></div><p></p></div><p></p><p align='center' style='margin: 5px 0px;'><br></p><table width='100%' height='0' align='왼쪽' bordercolor='#ffcc66' bgcolor='#ffcc66' border='1' cellspacing='1' cellpadding='0'
3rd row<div><p align='center' style='margin: 5px 0px;'><img width='625' height='800' class='chimg_photo' id='image_01915050070861855' alt='' src='/include/cheditor/attach/j8lOPTEVuBIW8QHL.JPG' border='0'></p></div><br>
4th row<P style='MARGIN: 0px'>These leaflets are produced for the information of foreign customers.<BR>Please download the attached files for more information about the service you can use. </P> <P style='MARGIN: 0px'><BR>&nbsp;</P> <P style='MARGIN: 0px'>1. ENGLISH</P> <P style='MARGIN: 0px'>2. 日本語</P> <P style='MARGIN: 0px'>3. <FONT size=2>中文</FONT></P>
5th row<DIV> <P style='MARGIN: 5px 0px' align=center><IMG id=image_05338456576039214 class=chimg_photo border=0 alt='' src='/include/cheditor/attach/YUifvOZdAZHaYfN4TI.PNG' width=800 height=625></P></DIV><BR>
ValueCountFrequency (%)
p 3615
 
6.3%
style='margin 2131
 
3.7%
0px 2034
 
3.5%
5px 1211
 
2.1%
div 1136
 
2.0%
font-family 825
 
1.4%
alt 820
 
1.4%
line-height 797
 
1.4%
mso-hansi-font-family 731
 
1.3%
border=0 675
 
1.2%
Other values (10934) 43821
75.8%
2023-12-11T12:55:16.361318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
56685
 
8.1%
s 21066
 
3.0%
t 20877
 
3.0%
< 20379
 
2.9%
e 20325
 
2.9%
> 20000
 
2.8%
' 19020
 
2.7%
p 17583
 
2.5%
= 17339
 
2.5%
l 16845
 
2.4%
Other values (759) 472202
67.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 247228
35.2%
Uppercase Letter 149751
21.3%
Other Punctuation 74887
 
10.7%
Math Symbol 57824
 
8.2%
Space Separator 56685
 
8.1%
Other Letter 50208
 
7.1%
Decimal Number 47512
 
6.8%
Dash Punctuation 14421
 
2.1%
Connector Punctuation 1502
 
0.2%
Open Punctuation 883
 
0.1%
Other values (8) 1420
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1545
 
3.1%
1395
 
2.8%
1137
 
2.3%
963
 
1.9%
959
 
1.9%
956
 
1.9%
936
 
1.9%
927
 
1.8%
885
 
1.8%
877
 
1.7%
Other values (621) 39628
78.9%
Lowercase Letter
ValueCountFrequency (%)
s 21066
 
8.5%
t 20877
 
8.4%
e 20325
 
8.2%
p 17583
 
7.1%
l 16845
 
6.8%
n 15380
 
6.2%
i 15264
 
6.2%
a 15076
 
6.1%
o 12702
 
5.1%
c 11651
 
4.7%
Other values (16) 80459
32.5%
Uppercase Letter
ValueCountFrequency (%)
N 14080
 
9.4%
I 13643
 
9.1%
T 12854
 
8.6%
P 11306
 
7.5%
O 10538
 
7.0%
A 9996
 
6.7%
R 8713
 
5.8%
G 8491
 
5.7%
E 7881
 
5.3%
F 7154
 
4.8%
Other values (16) 45095
30.1%
Other Symbol
ValueCountFrequency (%)
84
31.2%
39
14.5%
31
 
11.5%
26
 
9.7%
21
 
7.8%
20
 
7.4%
14
 
5.2%
8
 
3.0%
5
 
1.9%
4
 
1.5%
Other values (7) 17
 
6.3%
Other Punctuation
ValueCountFrequency (%)
' 19020
25.4%
: 14823
19.8%
/ 13663
18.2%
; 13070
17.5%
& 4678
 
6.2%
. 4495
 
6.0%
# 1694
 
2.3%
, 1390
 
1.9%
% 1314
 
1.8%
? 521
 
0.7%
Other values (6) 219
 
0.3%
Math Symbol
ValueCountFrequency (%)
< 20379
35.2%
> 20000
34.6%
= 17339
30.0%
~ 88
 
0.2%
+ 6
 
< 0.1%
4
 
< 0.1%
3
 
< 0.1%
3
 
< 0.1%
1
 
< 0.1%
1
 
< 0.1%
Decimal Number
ValueCountFrequency (%)
0 15838
33.3%
1 6267
 
13.2%
2 5644
 
11.9%
5 4176
 
8.8%
8 3298
 
6.9%
6 2999
 
6.3%
3 2648
 
5.6%
4 2254
 
4.7%
7 2216
 
4.7%
9 2172
 
4.6%
Close Punctuation
ValueCountFrequency (%)
) 729
82.9%
] 83
 
9.4%
29
 
3.3%
27
 
3.1%
} 6
 
0.7%
3
 
0.3%
1
 
0.1%
1
 
0.1%
Open Punctuation
ValueCountFrequency (%)
( 727
82.3%
[ 86
 
9.7%
31
 
3.5%
28
 
3.2%
{ 6
 
0.7%
3
 
0.3%
1
 
0.1%
1
 
0.1%
Other Number
ValueCountFrequency (%)
8
33.3%
7
29.2%
5
20.8%
3
 
12.5%
1
 
4.2%
Initial Punctuation
ValueCountFrequency (%)
34
66.7%
17
33.3%
Final Punctuation
ValueCountFrequency (%)
33
71.7%
13
 
28.3%
Letter Number
ValueCountFrequency (%)
10
71.4%
4
 
28.6%
Modifier Symbol
ValueCountFrequency (%)
` 6
60.0%
´ 4
40.0%
Space Separator
ValueCountFrequency (%)
56685
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 14421
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1502
100.0%
Control
ValueCountFrequency (%)
127
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 396993
56.5%
Common 255120
36.3%
Hangul 50181
 
7.1%
Han 27
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1545
 
3.1%
1395
 
2.8%
1137
 
2.3%
963
 
1.9%
959
 
1.9%
956
 
1.9%
936
 
1.9%
927
 
1.8%
885
 
1.8%
877
 
1.7%
Other values (610) 39601
78.9%
Common
ValueCountFrequency (%)
56685
22.2%
< 20379
 
8.0%
> 20000
 
7.8%
' 19020
 
7.5%
= 17339
 
6.8%
0 15838
 
6.2%
: 14823
 
5.8%
- 14421
 
5.7%
/ 13663
 
5.4%
; 13070
 
5.1%
Other values (74) 49882
19.6%
Latin
ValueCountFrequency (%)
s 21066
 
5.3%
t 20877
 
5.3%
e 20325
 
5.1%
p 17583
 
4.4%
l 16845
 
4.2%
n 15380
 
3.9%
i 15264
 
3.8%
a 15076
 
3.8%
N 14080
 
3.5%
I 13643
 
3.4%
Other values (44) 226854
57.1%
Han
ValueCountFrequency (%)
4
14.8%
4
14.8%
4
14.8%
4
14.8%
4
14.8%
2
7.4%
1
 
3.7%
1
 
3.7%
西 1
 
3.7%
1
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 651540
92.8%
Hangul 50162
 
7.1%
Geometric Shapes 220
 
< 0.1%
None 132
 
< 0.1%
Punctuation 122
 
< 0.1%
Misc Symbols 51
 
< 0.1%
CJK 27
 
< 0.1%
Enclosed Alphanum 24
 
< 0.1%
Compat Jamo 19
 
< 0.1%
Number Forms 14
 
< 0.1%
Other values (3) 10
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
56685
 
8.7%
s 21066
 
3.2%
t 20877
 
3.2%
< 20379
 
3.1%
e 20325
 
3.1%
> 20000
 
3.1%
' 19020
 
2.9%
p 17583
 
2.7%
= 17339
 
2.7%
l 16845
 
2.6%
Other values (81) 421421
64.7%
Hangul
ValueCountFrequency (%)
1545
 
3.1%
1395
 
2.8%
1137
 
2.3%
963
 
1.9%
959
 
1.9%
956
 
1.9%
936
 
1.9%
927
 
1.8%
885
 
1.8%
877
 
1.7%
Other values (607) 39582
78.9%
Geometric Shapes
ValueCountFrequency (%)
84
38.2%
39
17.7%
31
 
14.1%
26
 
11.8%
20
 
9.1%
8
 
3.6%
5
 
2.3%
4
 
1.8%
3
 
1.4%
Punctuation
ValueCountFrequency (%)
34
27.9%
33
27.0%
25
20.5%
17
13.9%
13
 
10.7%
None
ValueCountFrequency (%)
31
23.5%
29
22.0%
28
21.2%
27
20.5%
´ 4
 
3.0%
3
 
2.3%
3
 
2.3%
2
 
1.5%
1
 
0.8%
1
 
0.8%
Other values (3) 3
 
2.3%
Misc Symbols
ValueCountFrequency (%)
21
41.2%
14
27.5%
4
 
7.8%
3
 
5.9%
3
 
5.9%
2
 
3.9%
2
 
3.9%
2
 
3.9%
Compat Jamo
ValueCountFrequency (%)
12
63.2%
6
31.6%
1
 
5.3%
Number Forms
ValueCountFrequency (%)
10
71.4%
4
 
28.6%
Enclosed Alphanum
ValueCountFrequency (%)
8
33.3%
7
29.2%
5
20.8%
3
 
12.5%
1
 
4.2%
CJK
ValueCountFrequency (%)
4
14.8%
4
14.8%
4
14.8%
4
14.8%
4
14.8%
2
7.4%
1
 
3.7%
1
 
3.7%
西 1
 
3.7%
1
 
3.7%
Arrows
ValueCountFrequency (%)
3
50.0%
3
50.0%
CJK Compat
ValueCountFrequency (%)
2
100.0%
Math Operators
ValueCountFrequency (%)
1
50.0%
1
50.0%

조회수
Real number (ℝ)

Distinct401
Distinct (%)33.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean196.57059
Minimum12
Maximum2499
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.6 KiB
2023-12-11T12:55:16.575679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum12
5-th percentile48.45
Q190
median130
Q3214.75
95-th percentile550.65
Maximum2499
Range2487
Interquartile range (IQR)124.75

Descriptive statistics

Standard deviation218.789
Coefficient of variation (CV)1.1130302
Kurtosis27.510495
Mean196.57059
Median Absolute Deviation (MAD)51
Skewness4.4155925
Sum233919
Variance47868.625
MonotonicityNot monotonic
2023-12-11T12:55:16.808033image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
87 15
 
1.3%
116 13
 
1.1%
132 12
 
1.0%
86 12
 
1.0%
95 12
 
1.0%
110 12
 
1.0%
98 11
 
0.9%
82 11
 
0.9%
70 10
 
0.8%
119 10
 
0.8%
Other values (391) 1072
90.1%
ValueCountFrequency (%)
12 1
 
0.1%
17 1
 
0.1%
18 1
 
0.1%
19 3
0.3%
21 1
 
0.1%
22 1
 
0.1%
23 2
0.2%
24 1
 
0.1%
25 1
 
0.1%
26 2
0.2%
ValueCountFrequency (%)
2499 1
0.1%
2013 1
0.1%
1752 1
0.1%
1701 1
0.1%
1692 1
0.1%
1667 1
0.1%
1518 1
0.1%
1466 1
0.1%
1463 1
0.1%
1423 1
0.1%

등록일시
Real number (ℝ)

HIGH CORRELATION 

Distinct712
Distinct (%)59.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20125005
Minimum20091103
Maximum20170425
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.6 KiB
2023-12-11T12:55:17.011237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20091103
5-th percentile20095224
Q120100604
median20121008
Q320141226
95-th percentile20160917
Maximum20170425
Range79322
Interquartile range (IQR)40621.5

Descriptive statistics

Standard deviation23109.426
Coefficient of variation (CV)0.0011482942
Kurtosis-1.3212107
Mean20125005
Median Absolute Deviation (MAD)20404
Skewness0.21846941
Sum2.3948756 × 1010
Variance5.3404558 × 108
MonotonicityDecreasing
2023-12-11T12:55:17.229202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20100203 13
 
1.1%
20100326 9
 
0.8%
20100208 9
 
0.8%
20100528 7
 
0.6%
20100415 7
 
0.6%
20100127 7
 
0.6%
20091208 7
 
0.6%
20091123 6
 
0.5%
20091223 6
 
0.5%
20100604 6
 
0.5%
Other values (702) 1113
93.5%
ValueCountFrequency (%)
20091103 2
 
0.2%
20091105 1
 
0.1%
20091109 5
0.4%
20091110 2
 
0.2%
20091116 3
0.3%
20091117 2
 
0.2%
20091118 2
 
0.2%
20091119 2
 
0.2%
20091123 6
0.5%
20091126 1
 
0.1%
ValueCountFrequency (%)
20170425 2
0.2%
20170421 1
 
0.1%
20170418 1
 
0.1%
20170415 3
0.3%
20170411 1
 
0.1%
20170323 1
 
0.1%
20170322 1
 
0.1%
20170321 3
0.3%
20170302 4
0.3%
20170228 1
 
0.1%

파일1
Text

MISSING 

Distinct256
Distinct (%)100.0%
Missing934
Missing (%)78.5%
Memory size9.4 KiB
2023-12-11T12:55:17.572066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length38
Mean length22.574219
Min length7

Characters and Unicode

Total characters5779
Distinct characters394
Distinct categories14 ?
Distinct scripts3 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique256 ?
Unique (%)100.0%

Sample

1st row(영어)2017년_통합_리플렛(2).pdf
2nd row2017년_통합_리플렛_국문.pdf
3rd row[강남문화재단]_금요무대_4~5월_공연.pdf
4th row사진출품전_양식.hwp
5th row2017학년도_초등학교_입학예정_특수교육대상자_선정_및_배치_계획(2).hwp
ValueCountFrequency (%)
영어)2017년_통합_리플렛(2).pdf 1
 
0.4%
2016_multi_language_leaflet_-_english.pdf 1
 
0.4%
인사서식.hwp 1
 
0.4%
5월분_기본보육료_지급안내_(공지).hwp 1
 
0.4%
수혜자_신청서.hwp 1
 
0.4%
대체교사지원양식.hwp 1
 
0.4%
신청서_서식.hwp 1
 
0.4%
민간보육시설_환경개선_융자사업_지침.hwp 1
 
0.4%
예방접종_사전_예진표.hwp 1
 
0.4%
2_료)중국,_수족구병_유행에_따른_주의_당부.hwp 1
 
0.4%
Other values (246) 246
96.1%
2023-12-11T12:55:18.472819image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
_ 564
 
9.8%
. 297
 
5.1%
p 245
 
4.2%
2 176
 
3.0%
w 172
 
3.0%
h 171
 
3.0%
1 159
 
2.8%
0 158
 
2.7%
) 141
 
2.4%
( 139
 
2.4%
Other values (384) 3557
61.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3009
52.1%
Lowercase Letter 815
 
14.1%
Decimal Number 641
 
11.1%
Connector Punctuation 564
 
9.8%
Other Punctuation 311
 
5.4%
Close Punctuation 168
 
2.9%
Open Punctuation 168
 
2.9%
Uppercase Letter 66
 
1.1%
Dash Punctuation 28
 
0.5%
Other Symbol 3
 
0.1%
Other values (4) 6
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
109
 
3.6%
84
 
2.8%
78
 
2.6%
70
 
2.3%
63
 
2.1%
60
 
2.0%
56
 
1.9%
52
 
1.7%
50
 
1.7%
48
 
1.6%
Other values (316) 2339
77.7%
Lowercase Letter
ValueCountFrequency (%)
p 245
30.1%
w 172
21.1%
h 171
21.0%
f 51
 
6.3%
d 50
 
6.1%
g 19
 
2.3%
j 14
 
1.7%
l 13
 
1.6%
s 10
 
1.2%
i 9
 
1.1%
Other values (13) 61
 
7.5%
Uppercase Letter
ValueCountFrequency (%)
L 7
10.6%
E 6
9.1%
H 6
9.1%
D 5
 
7.6%
N 5
 
7.6%
P 5
 
7.6%
G 5
 
7.6%
A 5
 
7.6%
I 4
 
6.1%
S 4
 
6.1%
Other values (9) 14
21.2%
Decimal Number
ValueCountFrequency (%)
2 176
27.5%
1 159
24.8%
0 158
24.6%
4 31
 
4.8%
5 28
 
4.4%
3 26
 
4.1%
9 21
 
3.3%
6 16
 
2.5%
7 15
 
2.3%
8 11
 
1.7%
Other Punctuation
ValueCountFrequency (%)
. 297
95.5%
, 13
 
4.2%
& 1
 
0.3%
Open Punctuation
ValueCountFrequency (%)
( 139
82.7%
[ 28
 
16.7%
1
 
0.6%
Close Punctuation
ValueCountFrequency (%)
) 141
83.9%
] 27
 
16.1%
Other Symbol
ValueCountFrequency (%)
2
66.7%
1
33.3%
Connector Punctuation
ValueCountFrequency (%)
_ 564
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 28
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%
Letter Number
ValueCountFrequency (%)
2
100.0%
Final Punctuation
ValueCountFrequency (%)
1
100.0%
Initial Punctuation
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3009
52.1%
Common 1887
32.7%
Latin 883
 
15.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
109
 
3.6%
84
 
2.8%
78
 
2.6%
70
 
2.3%
63
 
2.1%
60
 
2.0%
56
 
1.9%
52
 
1.7%
50
 
1.7%
48
 
1.6%
Other values (316) 2339
77.7%
Latin
ValueCountFrequency (%)
p 245
27.7%
w 172
19.5%
h 171
19.4%
f 51
 
5.8%
d 50
 
5.7%
g 19
 
2.2%
j 14
 
1.6%
l 13
 
1.5%
s 10
 
1.1%
i 9
 
1.0%
Other values (33) 129
14.6%
Common
ValueCountFrequency (%)
_ 564
29.9%
. 297
15.7%
2 176
 
9.3%
1 159
 
8.4%
0 158
 
8.4%
) 141
 
7.5%
( 139
 
7.4%
4 31
 
1.6%
- 28
 
1.5%
[ 28
 
1.5%
Other values (15) 166
 
8.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3009
52.1%
ASCII 2762
47.8%
Misc Symbols 3
 
0.1%
Number Forms 2
 
< 0.1%
Punctuation 2
 
< 0.1%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
_ 564
20.4%
. 297
10.8%
p 245
8.9%
2 176
 
6.4%
w 172
 
6.2%
h 171
 
6.2%
1 159
 
5.8%
0 158
 
5.7%
) 141
 
5.1%
( 139
 
5.0%
Other values (52) 540
19.6%
Hangul
ValueCountFrequency (%)
109
 
3.6%
84
 
2.8%
78
 
2.6%
70
 
2.3%
63
 
2.1%
60
 
2.0%
56
 
1.9%
52
 
1.7%
50
 
1.7%
48
 
1.6%
Other values (316) 2339
77.7%
Misc Symbols
ValueCountFrequency (%)
2
66.7%
1
33.3%
Number Forms
ValueCountFrequency (%)
2
100.0%
None
ValueCountFrequency (%)
1
100.0%
Punctuation
ValueCountFrequency (%)
1
50.0%
1
50.0%

파일2
Text

MISSING 

Distinct41
Distinct (%)100.0%
Missing1149
Missing (%)96.6%
Memory size9.4 KiB
2023-12-11T12:55:18.904114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length29
Mean length23.365854
Min length6

Characters and Unicode

Total characters958
Distinct characters201
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique41 ?
Unique (%)100.0%

Sample

1st row(일본어)2017년_통합_리플렛.pdf
2nd row2017년_통합리플렛_표지_국문.pdf
3rd row사진공모전_동의서(최종).hwp
4th row간담회-공고문(2).hwp
5th row2016_Multi_language_leaflet_-_中文.pdf
ValueCountFrequency (%)
공적조서(여성상).hwp 1
 
2.4%
붙임4_전세임대_공급신청서_및_비사업자확인각서.hwp 1
 
2.4%
110209_11년_보육료_지원확대기본계획(지자체통보_수정)(2).hwp 1
 
2.4%
badak]1339_led_설연휴_20.avi 1
 
2.4%
인플루엔자_예방_국민행동요령(2).hwp 1
 
2.4%
아이사랑보육포털(시설_및_종사자)_사용자매뉴얼(100709).pdf 1
 
2.4%
2010_전국우수보육프로그램_공모전_안내(최종본).hwp 1
 
2.4%
행사장_위치안내도.hwp 1
 
2.4%
100413-영유아보육법_일부개정법률안(입법예고용).hwp 1
 
2.4%
중앙2010-2-046(붙임2)다문화가정_영유아를_위한_다문화보육프로그램_사용자매뉴얼1.p 1
 
2.4%
Other values (31) 31
75.6%
2023-12-11T12:55:19.532995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
_ 84
 
8.8%
. 45
 
4.7%
p 39
 
4.1%
0 36
 
3.8%
2 36
 
3.8%
1 36
 
3.8%
( 27
 
2.8%
) 27
 
2.8%
w 26
 
2.7%
h 26
 
2.7%
Other values (191) 576
60.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 467
48.7%
Lowercase Letter 140
 
14.6%
Decimal Number 139
 
14.5%
Connector Punctuation 84
 
8.8%
Other Punctuation 45
 
4.7%
Open Punctuation 31
 
3.2%
Close Punctuation 31
 
3.2%
Uppercase Letter 12
 
1.3%
Dash Punctuation 9
 
0.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
15
 
3.2%
15
 
3.2%
14
 
3.0%
13
 
2.8%
9
 
1.9%
9
 
1.9%
8
 
1.7%
8
 
1.7%
7
 
1.5%
7
 
1.5%
Other values (149) 362
77.5%
Lowercase Letter
ValueCountFrequency (%)
p 39
27.9%
w 26
18.6%
h 26
18.6%
f 12
 
8.6%
d 11
 
7.9%
l 5
 
3.6%
a 4
 
2.9%
g 3
 
2.1%
e 3
 
2.1%
i 2
 
1.4%
Other values (7) 9
 
6.4%
Decimal Number
ValueCountFrequency (%)
0 36
25.9%
2 36
25.9%
1 36
25.9%
9 7
 
5.0%
3 6
 
4.3%
7 5
 
3.6%
5 4
 
2.9%
4 4
 
2.9%
6 4
 
2.9%
8 1
 
0.7%
Uppercase Letter
ValueCountFrequency (%)
E 2
16.7%
B 2
16.7%
D 2
16.7%
A 2
16.7%
S 1
8.3%
M 1
8.3%
L 1
8.3%
K 1
8.3%
Open Punctuation
ValueCountFrequency (%)
( 27
87.1%
[ 4
 
12.9%
Close Punctuation
ValueCountFrequency (%)
) 27
87.1%
] 4
 
12.9%
Connector Punctuation
ValueCountFrequency (%)
_ 84
100.0%
Other Punctuation
ValueCountFrequency (%)
. 45
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 461
48.1%
Common 339
35.4%
Latin 152
 
15.9%
Han 6
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
15
 
3.3%
15
 
3.3%
14
 
3.0%
13
 
2.8%
9
 
2.0%
9
 
2.0%
8
 
1.7%
8
 
1.7%
7
 
1.5%
7
 
1.5%
Other values (147) 356
77.2%
Latin
ValueCountFrequency (%)
p 39
25.7%
w 26
17.1%
h 26
17.1%
f 12
 
7.9%
d 11
 
7.2%
l 5
 
3.3%
a 4
 
2.6%
g 3
 
2.0%
e 3
 
2.0%
E 2
 
1.3%
Other values (15) 21
13.8%
Common
ValueCountFrequency (%)
_ 84
24.8%
. 45
13.3%
0 36
10.6%
2 36
10.6%
1 36
10.6%
( 27
 
8.0%
) 27
 
8.0%
- 9
 
2.7%
9 7
 
2.1%
3 6
 
1.8%
Other values (7) 26
 
7.7%
Han
ValueCountFrequency (%)
3
50.0%
3
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 491
51.3%
Hangul 461
48.1%
CJK 6
 
0.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
_ 84
17.1%
. 45
9.2%
p 39
 
7.9%
0 36
 
7.3%
2 36
 
7.3%
1 36
 
7.3%
( 27
 
5.5%
) 27
 
5.5%
w 26
 
5.3%
h 26
 
5.3%
Other values (32) 109
22.2%
Hangul
ValueCountFrequency (%)
15
 
3.3%
15
 
3.3%
14
 
3.0%
13
 
2.8%
9
 
2.0%
9
 
2.0%
8
 
1.7%
8
 
1.7%
7
 
1.5%
7
 
1.5%
Other values (147) 356
77.2%
CJK
ValueCountFrequency (%)
3
50.0%
3
50.0%

파일3
Text

MISSING 

Distinct14
Distinct (%)100.0%
Missing1176
Missing (%)98.8%
Memory size9.4 KiB
2023-12-11T12:55:19.886221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length25.5
Mean length23.571429
Min length7

Characters and Unicode

Total characters330
Distinct characters124
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique14 ?
Unique (%)100.0%

Sample

1st row(중국어)2017년_통합리플렛_표지.pptx
2nd row2016_Multi_language_leaflet_-_日本語.pdf
3rd row2016년_보육사업안내(주요개정사항)(3).hwp
4th row2015_日本語(2).pdf
5th row공적요약서(여성상).hwp
ValueCountFrequency (%)
중국어)2017년_통합리플렛_표지.pptx 1
 
7.1%
2016_multi_language_leaflet_-_日本語.pdf 1
 
7.1%
2016년_보육사업안내(주요개정사항)(3).hwp 1
 
7.1%
2015_日本語(2).pdf 1
 
7.1%
공적요약서(여성상).hwp 1
 
7.1%
2015년_보육사업안내(부록).pdf 1
 
7.1%
온라인_아동안전_안전교육_최종.pdf 1
 
7.1%
日本語.pdf 1
 
7.1%
어린이_생태체험교실로_오세요[1].hwp 1
 
7.1%
붙임5_전세임대주택_지원에_따른_서약서_및_동의서.hwp 1
 
7.1%
Other values (4) 4
28.6%
2023-12-11T12:55:20.332278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
_ 25
 
7.6%
p 14
 
4.2%
. 13
 
3.9%
0 11
 
3.3%
1 11
 
3.3%
2 9
 
2.7%
( 8
 
2.4%
) 8
 
2.4%
w 7
 
2.1%
h 7
 
2.1%
Other values (114) 217
65.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 166
50.3%
Lowercase Letter 59
 
17.9%
Decimal Number 43
 
13.0%
Connector Punctuation 25
 
7.6%
Other Punctuation 13
 
3.9%
Open Punctuation 9
 
2.7%
Close Punctuation 9
 
2.7%
Dash Punctuation 5
 
1.5%
Uppercase Letter 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
5
 
3.0%
5
 
3.0%
5
 
3.0%
4
 
2.4%
4
 
2.4%
4
 
2.4%
4
 
2.4%
3
 
1.8%
3
 
1.8%
3
 
1.8%
Other values (84) 126
75.9%
Lowercase Letter
ValueCountFrequency (%)
p 14
23.7%
w 7
11.9%
h 7
11.9%
f 6
10.2%
d 5
 
8.5%
l 4
 
6.8%
t 3
 
5.1%
e 3
 
5.1%
a 3
 
5.1%
g 2
 
3.4%
Other values (4) 5
 
8.5%
Decimal Number
ValueCountFrequency (%)
0 11
25.6%
1 11
25.6%
2 9
20.9%
3 3
 
7.0%
5 3
 
7.0%
6 3
 
7.0%
4 2
 
4.7%
7 1
 
2.3%
Open Punctuation
ValueCountFrequency (%)
( 8
88.9%
[ 1
 
11.1%
Close Punctuation
ValueCountFrequency (%)
) 8
88.9%
] 1
 
11.1%
Connector Punctuation
ValueCountFrequency (%)
_ 25
100.0%
Other Punctuation
ValueCountFrequency (%)
. 13
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%
Uppercase Letter
ValueCountFrequency (%)
M 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 157
47.6%
Common 104
31.5%
Latin 60
 
18.2%
Han 9
 
2.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
5
 
3.2%
5
 
3.2%
5
 
3.2%
4
 
2.5%
4
 
2.5%
4
 
2.5%
4
 
2.5%
3
 
1.9%
3
 
1.9%
3
 
1.9%
Other values (81) 117
74.5%
Common
ValueCountFrequency (%)
_ 25
24.0%
. 13
12.5%
0 11
10.6%
1 11
10.6%
2 9
 
8.7%
( 8
 
7.7%
) 8
 
7.7%
- 5
 
4.8%
3 3
 
2.9%
5 3
 
2.9%
Other values (5) 8
 
7.7%
Latin
ValueCountFrequency (%)
p 14
23.3%
w 7
11.7%
h 7
11.7%
f 6
10.0%
d 5
 
8.3%
l 4
 
6.7%
t 3
 
5.0%
e 3
 
5.0%
a 3
 
5.0%
g 2
 
3.3%
Other values (5) 6
10.0%
Han
ValueCountFrequency (%)
3
33.3%
3
33.3%
3
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 164
49.7%
Hangul 157
47.6%
CJK 9
 
2.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
_ 25
15.2%
p 14
 
8.5%
. 13
 
7.9%
0 11
 
6.7%
1 11
 
6.7%
2 9
 
5.5%
( 8
 
4.9%
) 8
 
4.9%
w 7
 
4.3%
h 7
 
4.3%
Other values (20) 51
31.1%
Hangul
ValueCountFrequency (%)
5
 
3.2%
5
 
3.2%
5
 
3.2%
4
 
2.5%
4
 
2.5%
4
 
2.5%
4
 
2.5%
3
 
1.9%
3
 
1.9%
3
 
1.9%
Other values (81) 117
74.5%
CJK
ValueCountFrequency (%)
3
33.3%
3
33.3%
3
33.3%

파일4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1190
Missing (%)100.0%
Memory size10.6 KiB

파일5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1190
Missing (%)100.0%
Memory size10.6 KiB

Interactions

2023-12-11T12:55:13.423476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:55:12.575194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:55:13.019831image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:55:13.575382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:55:12.696366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:55:13.153521image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:55:13.718089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:55:12.849206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:55:13.272092image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T12:55:20.475663image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
게시물고유값조회수등록일시파일2파일3
게시물고유값1.0000.3050.9731.0001.000
조회수0.3051.0000.2461.0001.000
등록일시0.9730.2461.0001.0001.000
파일21.0001.0001.0001.0001.000
파일31.0001.0001.0001.0001.000
2023-12-11T12:55:20.615890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
게시물고유값조회수등록일시
게시물고유값1.000-0.3081.000
조회수-0.3081.000-0.308
등록일시1.000-0.3081.000

Missing values

2023-12-11T12:55:13.884541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T12:55:14.051134image/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.
2023-12-11T12:55:14.212327image/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

게시물고유값게시물제목게시물내용조회수등록일시파일1파일2파일3파일4파일5
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게시물고유값게시물제목게시물내용조회수등록일시파일1파일2파일3파일4파일5
1180788강서구보육정보센터,영유아플라자 직원 채용 공고<!--StartFragment--> <P class=바탕글>&nbsp; <?xml:namespace prefix = o ns = 'urn:schemas-microsoft-com:office:office' /><o:p></o:p></P> <P class=바탕글>&nbsp; <o:p></o:p></P> <P class=바탕글><SPAN lang=EN-US style='FONT-WEIGHT: bold; mso-fareast-font-family: 한양신명조'></SPAN><SPAN style='FONT-WEIGHT: bold; FONT-SIZE: 12pt; FONT-FAMILY: 08서울남산체 B; mso-hansi-font-family: 08서울남산체 B; mso-ascii-font-family: 08서울남산체 B'>그 리 스 도 대 학 교 위 탁</SPAN></P> <P class=바탕글 style='TEXT-ALIGN: center'><SPAN style='FONT-WEIGHT: bold; FONT-SIZE: 14pt; FONT-FAMILY: 08서울남산체 B; mso-hansi-font-family: 08서울남산체 B; mso-ascii-font-family: 08서울남산체 B'>강서구보육정보센터,영유아플라자 직원 채용 공고</SPAN></P> <P class=바탕글>&nbsp; <o:p></o:p></P> <P class=바탕글><SPAN lang=EN-US style='mso-fareast-font-family: 한양신명조'></SPAN></P> <P class=바탕글><SPAN lang=EN-US style='mso-fareast-font-family: 한양신명조'>서울특별시 강서구보육정보센터(영유아플라자)에서 보육정보제공 및 보육 서비스의 수준향상을 위해 사명감을 가지고 일할 보육전문요원을 다음과 같이 모집합니다.</SPAN></P> <P class=바탕글 style='TEXT-ALIGN: left'><SPAN lang=EN-US style='mso-fareast-font-family: 한양20320091110<NA><NA><NA><NA><NA>
1181789중앙보육정보센터 계약직원 채용 공고<!--StartFragment--> <P class=바탕글>&nbsp; <?xml:namespace prefix = o ns = 'urn:schemas-microsoft-com:office:office' /><o:p></o:p></P> <P class=바탕글 style='TEXT-ALIGN: center'><SPAN style='FONT-WEIGHT: bold; FONT-SIZE: 16pt; FONT-FAMILY: HY헤드라인M; mso-hansi-font-family: HY헤드라인M; mso-ascii-font-family: HY헤드라인M'>중앙보육정보센터 계약직원 채용 공고</SPAN></P> <P class=바탕글>&nbsp; <o:p></o:p></P> <P class=바탕글><SPAN lang=EN-US style='FONT-FAMILY: 맑은 고딕; mso-hansi-font-family: 맑은 고딕; mso-fareast-font-family: 맑은 고딕'>중앙보육정보센터는 보건복지가족부가 위탁하는 다양한 사업의 원활한 수행을 위하여 계약직원을 채용하고자 하오니 여러분의 많은 지원 바랍니다. </SPAN></P> <P class=바탕글 style='TEXT-ALIGN: center'><SPAN lang=EN-US style='FONT-FAMILY: 맑은 고딕; mso-hansi-font-family: 맑은 고딕; mso-fareast-font-family: 맑은 고딕'>2009. 11. 09</SPAN></P> <P class=바탕글 style='TEXT-ALIGN: center'><SPAN lang=EN-US style='FONT-FAMILY: 맑은 고딕; mso-hansi-font-family: 맑은 고딕; mso-fareast-font-family: 맑은 고딕'>중앙보육정보센터장</SPAN></P> <P class=바탕글>&nbsp; <o:p></o:p></P> <P class=바탕글><SPAN lang=EN-US style='FONT-WEIGHT: bold; FONT-FAMILY:15720091110<NA><NA><NA><NA><NA>
1182784[보수교육]보육교사직무교육 추가 개설 안내<P style='FONT-SIZE: 18px; MARGIN: 0px; COLOR: #000000; TEXT-INDENT: 0px; LINE-HEIGHT: 35px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: center'><SPAN style='FONT-SIZE: 18px; COLOR: #000000; LINE-HEIGHT: 35px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: center'>※ </SPAN><SPAN style='FONT-SIZE: 20px; COLOR: #000000; LINE-HEIGHT: 38px; FONT-FAMILY: 'HY헤드라인M'; TEXT-ALIGN: center'>보육교사직무교육 추가 개설 안내</SPAN> <BR><BR></P> <P style='FONT-SIZE: 18px; MARGIN: 0px; COLOR: #000000; TEXT-INDENT: 0px; LINE-HEIGHT: 37px; FONT-FAMILY: 'HY헤드라인M'; TEXT-ALIGN: justify'><SPAN style='FONT-SIZE: 18px; COLOR: #000000; LINE-HEIGHT: 37px; FONT-FAMILY: 'HY헤드라인M'; TEXT-ALIGN: justify'>&nbsp;&nbsp; <A name='[문서의 처음]'></A></P> <P style='FONT-SIZE: 18px; MARGIN: 0px; COLOR: #000000; TEXT-INDENT: 0px; LINE-HEIGHT: 37px; FONT-FAMILY: 'HY헤드라인M'; TEXT-ALIGN: justify'><SPAN style='FONT-SIZE: 18px; COLOR: #000000; LINE-HEIGHT: 37px; FONT-FAMILY: 'HY헤드라인M'; TEXT-ALIGN: justify'>&nbsp;&nbsp;1. 교육일정 및 인원</SPAN> </P> <P style='FONT-SIZE: 18px; MARGIN: 0px; COLOR: #000000;16820091109<NA><NA><NA><NA><NA>
1183785승급교육 추가 미개설 안내<P style='FONT-SIZE: 16px; MARGIN: 0px 0px 0px 151px; COLOR: #000000; TEXT-INDENT: -151px; LINE-HEIGHT: 24px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: justify' align=center><SPAN style='FONT-WEIGHT: bold; FONT-SIZE: 16px; COLOR: #000000; LINE-HEIGHT: 24px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: justify'>&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </SPAN><SPAN style='FONT-WEIGHT: bold; FONT-SIZE: 16px; COLOR: #000000; LINE-HEIGHT: 24px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: justify'><FONT size=4>승급교육 추가 미개설 안내</FONT></SPAN> </P><SPAN style='FONT-WEIGHT: bold; FONT-SIZE: 16px; COLOR: #000000; LINE-HEIGHT: 13px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: justify'> <P style='FONT-SIZE: 16px; MARGIN: 0px 0px 0px 151px; COLOR: #000000; TEXT-INDENT: -151px; LINE-HEIGHT: 13px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: justify'><BR></P></SPAN> <P style='FONT-SIZE: 16px; MARGIN: 0px; COLOR: #000000; TEXT-INDENT: 0px; LINE-HEIGHT: 29px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: justify'><SPAN style='FONT-SIZE: 1611620091109<NA><NA><NA><NA><NA>
1184787중랑구 구립어린이집 위탁운영체 모집공고(이화,둥지)<P style='FONT-SIZE: 16px; MARGIN: 0px; COLOR: #000000; TEXT-INDENT: 0px; LINE-HEIGHT: 26px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: justify'><SPAN style='FONT-SIZE: 16px; COLOR: #000000; LINE-HEIGHT: 26px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: justify'><BR></SPAN></P> <P style='FONT-SIZE: 12px; MARGIN: 0px; COLOR: #000000; TEXT-INDENT: 0px; LINE-HEIGHT: 19px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: justify'><SPAN style='FONT-SIZE: 12px; COLOR: #000000; LINE-HEIGHT: 19px; FONT-FAMILY: '굴림체'; TEXT-ALIGN: justify'>서울특별시중랑구공고&nbsp; 제2009- 866 호</SPAN><SPAN style='FONT-SIZE: 12px; COLOR: #000000; LINE-HEIGHT: 19px; FONT-FAMILY: '한양신명조'; TEXT-ALIGN: justify'></SPAN> </P> <P style='FONT-SIZE: 12px; MARGIN: 0px; COLOR: #000000; TEXT-INDENT: 0px; LINE-HEIGHT: 19px; FONT-FAMILY: '한양신명조'; TEXT-ALIGN: justify'><SPAN style='FONT-SIZE: 12px; COLOR: #000000; LINE-HEIGHT: 19px; FONT-FAMILY: '한양신명조'; TEXT-ALIGN: justify'><BR></SPAN></P> <P style='FONT-SIZE: 16px; MARGIN: 0px; COLOR: #000000; TEXT-INDENT: 0px; LINE-HEIGHT: 26px; FONT-FAMILY: '굴림체'29420091109<NA><NA><NA><NA><NA>
1185782국회어린이집 위탁운영자 모집 공고<P>국회사무처 공고 제2009-71호</P> <P>&nbsp;</P> <P>&nbsp;</P> <P>&nbsp;</P> <P>&nbsp;</P> <P align=center><FONT size=6>국회어린이집 위탁운영자 모집 공고</FONT></P> <P align=center><FONT size=6></FONT>&nbsp;</P> <P align=center><FONT size=6></FONT>&nbsp;</P> <P><FONT size=6></FONT>&nbsp;</P> <P><FONT size=3>&nbsp;&nbsp;&nbsp; 국회사무처에서는 영유아보육법 제24조제3항의 규정에 따라 <STRONG><FONT color=#0000ff>국회어린이집 위탁운영 희망자를 다음과 같이 모집 공고</FONT></STRONG> 하오니 많은 참여 바랍니다. </FONT></P> <P><FONT size=3></FONT>&nbsp;</P> <P><FONT size=3></FONT>&nbsp;</P> <P><FONT size=3></FONT>&nbsp;</P> <P><FONT size=3></FONT>&nbsp;</P> <P><FONT size=3></FONT>&nbsp;</P> <P><FONT size=3>붙임. 국회어린이집 위탁운영 제안요청서 1부. 끝.</FONT></P> <P>&nbsp;</P> <P>&nbsp;</P> <P>&nbsp;</P> <P>&nbsp;</P> <P align=center><FONT size=3>2009.11.3</FONT></P> <P>&nbsp;</P> <P>&nbsp;</P> <P>&nbsp;</P> <P>&nbsp;</P> <P>&nbsp;</P> <P align=center><FONT size=5>국&nbsp;&nbsp; 회&nbsp; &nbsp;사&nbsp; &nbsp;무&nbsp; &nbsp;총&nbsp; &nbsp;장</FONT></P> <P align=center><FONT size=5></FONT>&nbsp;</P> <P align=center><FONT siz11420091109국회어린이집위탁운영자_선정_공개모집_게시내용11030900[1].hwp<NA><NA><NA><NA>
118678312월 서울시보육정보센터 강좌 신청안내!!!<P>안녕하세요,<BR>서울시보육정보센터입니다.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</P> <P>&nbsp;</P> <P>보육업무의 전문화, 보육시설의 관계의 복잡성 등으로 보육시설장의 역할 수행은 점점 더 어려워지고<BR>있는 실정입니다.<BR>이와 같은 추세에 따라 &nbsp;서울시보육정보센터에서는 보육시설장을 대상으로 시설장 리더십교육을<BR>다음과 같이 개최하고자 하오니, 많은 참여와 신청을 부탁드립니다.</P> <P>&nbsp;</P> <P><FONT color=#2843c8>* 강좌제목 및 내용은 센터일정 및 강사사정에 의해 이후 변경될 수 있습니다.</FONT> </P> <P>&nbsp;</P> <P>◆ 제&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 목:<STRONG><FONT color=#2b7d19>&nbsp;시설장 리더십 교육&nbsp;</FONT></STRONG></P> <P><STRONG><FONT color=#2b7d19></FONT></STRONG>&nbsp;</P> <P>◆ 강&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;사 : 강 경 자 (한국영리더십센터 대표)</P> <P><BR>◆ 일&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 정:&nbsp;<FONT color=#3eae24><FONT color=#243bad> 2009년 12월 10일 (목)요일 14:00 ~ 17:00</FONT></FONT></P> <P><FONT color=#3eae24><FONT color=#243bad><BR></FONT></FONT>◆ 대&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 상:&nbsp; 보육시설 시설장 </P> <P>◆ 내&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp; 용:&nbsp;시설장 리더십 관련&nbsp;</P> <P>◆&nbsp; 장&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 소:&nbsp;11720091109<NA><NA><NA><NA><NA>
1187781[강남구육아지원센터] 토크의 여왕이 되자!<P align=center><FONT size=3><STRONG>토크의 여왕이 되자!</STRONG></FONT></P> <P>&nbsp;</P> <P>&nbsp;</P> <P align=left>강남구 육아포털 커뮤니티 게시판에 글 남기고 문화상품권(1만원)을 받아 가세요.</P> <P align=left>&nbsp;</P> <P align=left>&nbsp;? 이벤트 기간 : 2009년 11월 5일(목)~ 11월 25일(수)</P> <P align=left>&nbsp;? 이벤트 방법 : </P> <P align=left>&nbsp;&nbsp; ① 유익한 글을 10줄 이상 올려주세요.</P> <P align=left>&nbsp;&nbsp; ② 선착순 20명에게(건강, 육아노하우, 놀이/교육, 나들이의 카테고리 별로 5명씩)로 </P> <P align=left>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 문화상품권(1만원 상품권)을 드립니다.</P> <P align=left>&nbsp;</P> <P align=left>&nbsp;&nbsp;&nbsp;<A href='/html/sub/index.php?pno=04010101'> <STRONG><FONT style='BACKGROUND-COLOR: #fffa6a' color=#fa5263>☞참여하러가기</FONT></STRONG></A></P>21120091105<NA><NA><NA><NA><NA>
1188779강남구 육아지원사업(영유아플라자)에 대한 조사 설문 당첨자 발표<P class=바탕글>&nbsp; <?xml:namespace prefix = o ns = 'urn:schemas-microsoft-com:office:office' /><o:p></o:p></P> <P class=바탕글 style='LAYOUT-GRID-MODE: char; LINE-HEIGHT: 12.75pt; TEXT-ALIGN: center'><SPAN style='FONT-WEIGHT: bold; FONT-SIZE: 12pt; FONT-FAMILY: 돋움; mso-hansi-font-family: 돋움; mso-ascii-font-family: 돋움'>강남구 육아지원사업(영유아플라자)에 대한 조사 설문&nbsp;</SPAN><SPAN style='FONT-WEIGHT: bold; FONT-SIZE: 12pt; FONT-FAMILY: 돋움; mso-hansi-font-family: 돋움; mso-ascii-font-family: 돋움'>당첨자 발표</SPAN></P> <P class=바탕글><SPAN lang=EN-US style='mso-fareast-font-family: 바탕'></SPAN></P> <P class=바탕글><SPAN style='FONT-FAMILY: 돋움; mso-hansi-font-family: 돋움; mso-ascii-font-family: 돋움'>강남구보육정보센터에서 실시한 강남구 육아지원사업(영유아플라자)에 대한 조사 설문에 </SPAN></P> <P class=바탕글><SPAN style='FONT-FAMILY: 돋움; mso-hansi-font-family: 돋움; mso-ascii-font-family: 돋움'>참여해주신 여러분께 진심으로 감사드립니다. </SPAN></P> <P class=바탕글>&nbsp; <o:p></o:p></P> <P class=바탕글><SPAN style='FONT-FAMILY: 돋움; mso-hansi-font-family: 돋움; mso-ascii-font-family: 돋움'>설문에 참여해주신 여러분들 중 100분께는 아래와13720091103<NA><NA><NA><NA><NA>
11897802009년도 강남구 보육시설 이용 현황 및 요구도 조사 설문 당첨자 발표<P class=바탕글 style='LAYOUT-GRID-MODE: char; LINE-HEIGHT: 12.75pt; TEXT-ALIGN: center'><SPAN lang=EN-US style='FONT-WEIGHT: bold; FONT-SIZE: 12pt; FONT-FAMILY: 돋움; mso-hansi-font-family: 돋움; mso-fareast-font-family: 돋움'>2009년도 강남구 보육시설 이용 현황 및 요구도 조사 </SPAN><SPAN style='FONT-WEIGHT: bold; FONT-SIZE: 12pt; FONT-FAMILY: 돋움; mso-hansi-font-family: 돋움; mso-ascii-font-family: 돋움'>설문 당첨자 발표</SPAN></P> <P class=바탕글><SPAN lang=EN-US style='mso-fareast-font-family: 바탕'></SPAN></P> <P class=바탕글><SPAN style='FONT-FAMILY: 돋움; mso-hansi-font-family: 돋움; mso-ascii-font-family: 돋움'>강남구보육정보센터에서 실시한 2009년도 강남구 보육시설 이용 현황 및 요구도 조사 설문에 참여해주신 여러분께 진심으로 감사드립니다. </SPAN></P> <P class=바탕글>&nbsp; <?xml:namespace prefix = o ns = 'urn:schemas-microsoft-com:office:office' /><o:p></o:p></P> <P class=바탕글><SPAN style='FONT-FAMILY: 돋움; mso-hansi-font-family: 돋움; mso-ascii-font-family: 돋움'>설문에 참여해주신 여러분들 중 100분께는 아래와 같이 상품을 증정하고자 합니다.</SPAN></P> <P class=바탕글><SPAN style='FONT-FAMILY: 돋움; mso-hansi-font-family: 돋움; mso-ascii-font-family: 돋움'>상23120091103<NA><NA><NA><NA><NA>