Overview

Dataset statistics

Number of variables9
Number of observations342
Missing cells596
Missing cells (%)19.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory25.5 KiB
Average record size in memory76.4 B

Variable types

Numeric2
Text4
Categorical2
Unsupported1

Dataset

Description게시물번호,제목,내용,등록일시,작성부서,첨부파일갯수,첨부파일이름,첨부파일주소,상세 내용 보기 URL
Author관악구
URLhttps://data.seoul.go.kr/dataList/OA-12695/S/1/datasetView.do

Alerts

게시물번호 is highly overall correlated with 등록일시 and 1 other fieldsHigh correlation
등록일시 is highly overall correlated with 게시물번호 and 1 other fieldsHigh correlation
내용 is highly overall correlated with 게시물번호 and 1 other fieldsHigh correlation
작성부서 has 342 (100.0%) missing valuesMissing
첨부파일이름 has 127 (37.1%) missing valuesMissing
첨부파일주소 has 127 (37.1%) missing valuesMissing
게시물번호 has unique valuesUnique
등록일시 has unique valuesUnique
상세 내용 보기 URL has unique valuesUnique
작성부서 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-04-06 10:11:23.561412
Analysis finished2024-04-06 10:11:25.683589
Duration2.12 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

게시물번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct342
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean139838.15
Minimum129160
Maximum156045
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.1 KiB
2024-04-06T19:11:25.824423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum129160
5-th percentile130138.75
Q1133934.25
median139256
Q3143366.75
95-th percentile153702.85
Maximum156045
Range26885
Interquartile range (IQR)9432.5

Descriptive statistics

Standard deviation7256.0249
Coefficient of variation (CV)0.051888738
Kurtosis-0.3584394
Mean139838.15
Median Absolute Deviation (MAD)4646.5
Skewness0.64055841
Sum47824646
Variance52649898
MonotonicityStrictly decreasing
2024-04-06T19:11:26.077059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
156045 1
 
0.3%
136083 1
 
0.3%
135598 1
 
0.3%
135675 1
 
0.3%
135721 1
 
0.3%
135850 1
 
0.3%
135923 1
 
0.3%
135967 1
 
0.3%
135973 1
 
0.3%
136071 1
 
0.3%
Other values (332) 332
97.1%
ValueCountFrequency (%)
129160 1
0.3%
129200 1
0.3%
129291 1
0.3%
129357 1
0.3%
129413 1
0.3%
129418 1
0.3%
129497 1
0.3%
129499 1
0.3%
129585 1
0.3%
129645 1
0.3%
ValueCountFrequency (%)
156045 1
0.3%
155999 1
0.3%
155971 1
0.3%
155970 1
0.3%
155962 1
0.3%
155901 1
0.3%
155880 1
0.3%
155872 1
0.3%
155859 1
0.3%
155853 1
0.3%

제목
Text

Distinct311
Distinct (%)90.9%
Missing0
Missing (%)0.0%
Memory size2.8 KiB
2024-04-06T19:11:26.566234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length65
Median length51
Mean length31.318713
Min length12

Characters and Unicode

Total characters10711
Distinct characters329
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique295 ?
Unique (%)86.3%

Sample

1st row육아해방촌 24편 [춤을 배우자]
2nd row[관악구육아종합지원센터] 직원(보육전문요원, 상담전문요원) 채용 공고
3rd row관악구 대체교사 모집공고(5월부터 근무가능)
4th row관악구 대체교사, 대체조리원 최종합격자명단
5th row[강서구육아종합지원센터] 서울형 키즈카페 화곡3동점(강서 2호점) 위탁 운영체 모집 공고
ValueCountFrequency (%)
관악구육아종합지원센터 195
 
10.5%
안내 190
 
10.2%
공고 44
 
2.4%
운영 44
 
2.4%
채용 41
 
2.2%
합격자 41
 
2.2%
2023년 34
 
1.8%
놀이체험관-꿈자람터 33
 
1.8%
32
 
1.7%
관악구 31
 
1.7%
Other values (424) 1179
63.3%
2024-04-06T19:11:27.419765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1525
 
14.2%
393
 
3.7%
329
 
3.1%
314
 
2.9%
314
 
2.9%
] 301
 
2.8%
[ 298
 
2.8%
275
 
2.6%
249
 
2.3%
243
 
2.3%
Other values (319) 6470
60.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7581
70.8%
Space Separator 1525
 
14.2%
Decimal Number 592
 
5.5%
Close Punctuation 416
 
3.9%
Open Punctuation 416
 
3.9%
Other Punctuation 97
 
0.9%
Dash Punctuation 66
 
0.6%
Math Symbol 9
 
0.1%
Uppercase Letter 7
 
0.1%
Final Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
393
 
5.2%
329
 
4.3%
314
 
4.1%
314
 
4.1%
275
 
3.6%
249
 
3.3%
243
 
3.2%
240
 
3.2%
238
 
3.1%
231
 
3.0%
Other values (282) 4755
62.7%
Decimal Number
ValueCountFrequency (%)
2 218
36.8%
1 91
15.4%
0 87
 
14.7%
3 79
 
13.3%
4 42
 
7.1%
7 17
 
2.9%
5 16
 
2.7%
9 15
 
2.5%
8 15
 
2.5%
6 12
 
2.0%
Other Punctuation
ValueCountFrequency (%)
, 48
49.5%
' 35
36.1%
! 9
 
9.3%
/ 3
 
3.1%
. 1
 
1.0%
& 1
 
1.0%
Uppercase Letter
ValueCountFrequency (%)
E 2
28.6%
V 1
14.3%
N 1
14.3%
T 1
14.3%
A 1
14.3%
Q 1
14.3%
Close Punctuation
ValueCountFrequency (%)
] 301
72.4%
) 104
 
25.0%
10
 
2.4%
} 1
 
0.2%
Open Punctuation
ValueCountFrequency (%)
[ 298
71.6%
( 104
 
25.0%
10
 
2.4%
{ 4
 
1.0%
Math Symbol
ValueCountFrequency (%)
> 3
33.3%
< 3
33.3%
~ 3
33.3%
Space Separator
ValueCountFrequency (%)
1525
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 66
100.0%
Final Punctuation
ValueCountFrequency (%)
1
100.0%
Initial Punctuation
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7581
70.8%
Common 3123
29.2%
Latin 7
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
393
 
5.2%
329
 
4.3%
314
 
4.1%
314
 
4.1%
275
 
3.6%
249
 
3.3%
243
 
3.2%
240
 
3.2%
238
 
3.1%
231
 
3.0%
Other values (282) 4755
62.7%
Common
ValueCountFrequency (%)
1525
48.8%
] 301
 
9.6%
[ 298
 
9.5%
2 218
 
7.0%
( 104
 
3.3%
) 104
 
3.3%
1 91
 
2.9%
0 87
 
2.8%
3 79
 
2.5%
- 66
 
2.1%
Other values (21) 250
 
8.0%
Latin
ValueCountFrequency (%)
E 2
28.6%
V 1
14.3%
N 1
14.3%
T 1
14.3%
A 1
14.3%
Q 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7581
70.8%
ASCII 3108
29.0%
None 20
 
0.2%
Punctuation 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1525
49.1%
] 301
 
9.7%
[ 298
 
9.6%
2 218
 
7.0%
( 104
 
3.3%
) 104
 
3.3%
1 91
 
2.9%
0 87
 
2.8%
3 79
 
2.5%
- 66
 
2.1%
Other values (23) 235
 
7.6%
Hangul
ValueCountFrequency (%)
393
 
5.2%
329
 
4.3%
314
 
4.1%
314
 
4.1%
275
 
3.6%
249
 
3.3%
243
 
3.2%
240
 
3.2%
238
 
3.1%
231
 
3.0%
Other values (282) 4755
62.7%
None
ValueCountFrequency (%)
10
50.0%
10
50.0%
Punctuation
ValueCountFrequency (%)
1
50.0%
1
50.0%

내용
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size2.8 KiB
<div class='se-contents' style='font-family: Arial, Helvetica, sans-serif; font-size: 11pt; line-height: 1.2;' data-document-padding-top='18' data-document-padding-left='23' data-document-padding-right='23'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol
254 
<div class='se-contents' style='line-height: 1.2; font-family: Arial, Helvetica, sans-serif; font-size: 11pt;' data-document-padding-top='18' data-document-padding-left='23' data-document-padding-right='23'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol
69 
<div class='se-contents' style='line-height: 1.2; font-family: Arial, Helvetica, sans-serif; font-size: 11pt;' data-document-padding-right='23' data-document-padding-left='23' data-document-padding-top='18'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol
 
19

Length

Max length1024
Median length1024
Mean length1024
Min length1024

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<div class='se-contents' style='font-family: Arial, Helvetica, sans-serif; font-size: 11pt; line-height: 1.2;' data-document-padding-top='18' data-document-padding-left='23' data-document-padding-right='23'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol
2nd row<div class='se-contents' style='font-family: Arial, Helvetica, sans-serif; font-size: 11pt; line-height: 1.2;' data-document-padding-top='18' data-document-padding-left='23' data-document-padding-right='23'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol
3rd row<div class='se-contents' style='font-family: Arial, Helvetica, sans-serif; font-size: 11pt; line-height: 1.2;' data-document-padding-top='18' data-document-padding-left='23' data-document-padding-right='23'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol
4th row<div class='se-contents' style='font-family: Arial, Helvetica, sans-serif; font-size: 11pt; line-height: 1.2;' data-document-padding-top='18' data-document-padding-left='23' data-document-padding-right='23'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol
5th row<div class='se-contents' style='font-family: Arial, Helvetica, sans-serif; font-size: 11pt; line-height: 1.2;' data-document-padding-top='18' data-document-padding-left='23' data-document-padding-right='23'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol

Common Values

ValueCountFrequency (%)
<div class='se-contents' style='font-family: Arial, Helvetica, sans-serif; font-size: 11pt; line-height: 1.2;' data-document-padding-top='18' data-document-padding-left='23' data-document-padding-right='23'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol 254
74.3%
<div class='se-contents' style='line-height: 1.2; font-family: Arial, Helvetica, sans-serif; font-size: 11pt;' data-document-padding-top='18' data-document-padding-left='23' data-document-padding-right='23'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol 69
 
20.2%
<div class='se-contents' style='line-height: 1.2; font-family: Arial, Helvetica, sans-serif; font-size: 11pt;' data-document-padding-right='23' data-document-padding-left='23' data-document-padding-top='18'><style type='text/css' data-seresponsive='true'>.se-contents .se-scrollbox{overflow-x: auto; -ms-overflow-style: none; scrollbar-width: none;}.se-contents .se-scrollbox::-webkit-scrollbar{display: none;}.se-contents .se-responsive.se-image .se-caption{max-width: 100% !important;}.se-contents .se-responsive.se-image, .se-contents .se-responsive.se-video{max-width: 100%; height: auto !important;}.se-contents .se-responsive.se-image > img, .se-contents .se-responsive.se-video > *{max-width: 100%; min-width: 10px; height: auto !important;}.se-contents .se-responsive.se-video .se-youtube-wrapper{position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; display: block;}.se-contents .se-responsive.se-video .se-youtube-wrapper > iframe{width: 100% !important; height: 100% !important; position: absol 19
 
5.6%

Length

2024-04-06T19:11:27.654881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T19:11:27.895688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
100 1710
 
7.2%
height 1368
 
5.8%
1026
 
4.3%
important;}.se-contents 1026
 
4.3%
se-responsive.se-image 1026
 
4.3%
se-responsive.se-video 1026
 
4.3%
auto 1026
 
4.3%
none;}.se-contents 684
 
2.9%
se-contents 684
 
2.9%
important 684
 
2.9%
Other values (43) 13338
56.5%

등록일시
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct342
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0228923 × 1013
Minimum2.0220415 × 1013
Maximum2.0240403 × 1013
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.1 KiB
2024-04-06T19:11:28.456823image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.0220415 × 1013
5-th percentile2.0220523 × 1013
Q12.0221012 × 1013
median2.0230469 × 1013
Q32.0231106 × 1013
95-th percentile2.0240308 × 1013
Maximum2.0240403 × 1013
Range1.9987947 × 1010
Interquartile range (IQR)1.0094017 × 1010

Descriptive statistics

Standard deviation6.6577533 × 109
Coefficient of variation (CV)0.0003291205
Kurtosis-0.8976137
Mean2.0228923 × 1013
Median Absolute Deviation (MAD)7.5845953 × 108
Skewness0.1954404
Sum6.9182917 × 1015
Variance4.4325679 × 1019
MonotonicityStrictly decreasing
2024-04-06T19:11:28.760865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20240403131243 1
 
0.3%
20230104142241 1
 
0.3%
20221215113614 1
 
0.3%
20221220090655 1
 
0.3%
20221221165610 1
 
0.3%
20221228141804 1
 
0.3%
20221230101737 1
 
0.3%
20221230135905 1
 
0.3%
20221230140941 1
 
0.3%
20230103181832 1
 
0.3%
Other values (332) 332
97.1%
ValueCountFrequency (%)
20220415184142 1
0.3%
20220418152617 1
0.3%
20220421104313 1
0.3%
20220425092106 1
0.3%
20220426141321 1
0.3%
20220426144339 1
0.3%
20220428155855 1
0.3%
20220428162047 1
0.3%
20220502151415 1
0.3%
20220504092310 1
0.3%
ValueCountFrequency (%)
20240403131243 1
0.3%
20240401183423 1
0.3%
20240401103206 1
0.3%
20240401103027 1
0.3%
20240329173816 1
0.3%
20240327172005 1
0.3%
20240326162033 1
0.3%
20240326113616 1
0.3%
20240325174609 1
0.3%
20240325142634 1
0.3%

작성부서
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing342
Missing (%)100.0%
Memory size3.1 KiB
Distinct4
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size2.8 KiB
1
177 
0
127 
2
34 
3
 
4

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row1
3rd row0
4th row0
5th row1

Common Values

ValueCountFrequency (%)
1 177
51.8%
0 127
37.1%
2 34
 
9.9%
3 4
 
1.2%

Length

2024-04-06T19:11:29.001993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T19:11:29.192773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 177
51.8%
0 127
37.1%
2 34
 
9.9%
3 4
 
1.2%

첨부파일이름
Text

MISSING 

Distinct169
Distinct (%)78.6%
Missing127
Missing (%)37.1%
Memory size2.8 KiB
2024-04-06T19:11:29.501076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length165
Median length51
Mean length24.539535
Min length6

Characters and Unicode

Total characters5276
Distinct characters249
Distinct categories13 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique156 ?
Unique (%)72.6%

Sample

1st row이력서,_자기소개서,_개인정보동의서.hwp
2nd row(붙임1)_위탁_운영체_모집_공고문.hwpx
3rd row[관악구육아종합지원센터]_마음성장_프로젝트_보육교직원_힐링열차_안내문.pdf
4th row4월_운영안내(기관).png
5th row4월_운영안내(개인).png
ValueCountFrequency (%)
이력서,_자기소개서,_개인정보동의서.hwp 29
 
13.5%
대체이력서,자기소개서,_개인정보활용_동의서.hwp 7
 
3.3%
변경위탁_신청자_제출자료(서식).hwpx 3
 
1.4%
6월_뉴스레터.jpg 2
 
0.9%
놀이체험관_안내문(개인).jpg|놀이체험관_안내문(개인).jpg 2
 
0.9%
5월_뉴스레터.jpg 2
 
0.9%
이력서_자기소개서_개인정보동의서_(2).hwp 2
 
0.9%
뉴스레터.jpg 2
 
0.9%
공고문.pdf 2
 
0.9%
장난감바자회_홍보지.jpg 2
 
0.9%
Other values (159) 162
75.3%
2024-04-06T19:11:30.546222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
_ 509
 
9.6%
. 295
 
5.6%
p 257
 
4.9%
192
 
3.6%
g 164
 
3.1%
129
 
2.4%
j 127
 
2.4%
2 106
 
2.0%
1 102
 
1.9%
97
 
1.8%
Other values (239) 3298
62.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2899
54.9%
Lowercase Letter 788
 
14.9%
Connector Punctuation 509
 
9.6%
Decimal Number 402
 
7.6%
Other Punctuation 385
 
7.3%
Close Punctuation 103
 
2.0%
Open Punctuation 103
 
2.0%
Math Symbol 44
 
0.8%
Dash Punctuation 25
 
0.5%
Uppercase Letter 9
 
0.2%
Other values (3) 9
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
192
 
6.6%
129
 
4.4%
97
 
3.3%
94
 
3.2%
89
 
3.1%
84
 
2.9%
82
 
2.8%
78
 
2.7%
73
 
2.5%
72
 
2.5%
Other values (198) 1909
65.9%
Lowercase Letter
ValueCountFrequency (%)
p 257
32.6%
g 164
20.8%
j 127
16.1%
h 74
 
9.4%
w 74
 
9.4%
n 38
 
4.8%
d 18
 
2.3%
f 17
 
2.2%
x 8
 
1.0%
e 4
 
0.5%
Other values (3) 7
 
0.9%
Decimal Number
ValueCountFrequency (%)
2 106
26.4%
1 102
25.4%
0 71
17.7%
3 30
 
7.5%
4 22
 
5.5%
5 21
 
5.2%
6 13
 
3.2%
7 13
 
3.2%
9 13
 
3.2%
8 11
 
2.7%
Uppercase Letter
ValueCountFrequency (%)
P 4
44.4%
J 2
22.2%
G 2
22.2%
T 1
 
11.1%
Other Punctuation
ValueCountFrequency (%)
. 295
76.6%
, 88
 
22.9%
! 2
 
0.5%
Close Punctuation
ValueCountFrequency (%)
) 96
93.2%
] 7
 
6.8%
Open Punctuation
ValueCountFrequency (%)
( 96
93.2%
[ 7
 
6.8%
Math Symbol
ValueCountFrequency (%)
| 42
95.5%
~ 2
 
4.5%
Connector Punctuation
ValueCountFrequency (%)
_ 509
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 25
100.0%
Initial Punctuation
ValueCountFrequency (%)
4
100.0%
Final Punctuation
ValueCountFrequency (%)
4
100.0%
Other Symbol
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2899
54.9%
Common 1580
29.9%
Latin 797
 
15.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
192
 
6.6%
129
 
4.4%
97
 
3.3%
94
 
3.2%
89
 
3.1%
84
 
2.9%
82
 
2.8%
78
 
2.7%
73
 
2.5%
72
 
2.5%
Other values (198) 1909
65.9%
Common
ValueCountFrequency (%)
_ 509
32.2%
. 295
18.7%
2 106
 
6.7%
1 102
 
6.5%
) 96
 
6.1%
( 96
 
6.1%
, 88
 
5.6%
0 71
 
4.5%
| 42
 
2.7%
3 30
 
1.9%
Other values (14) 145
 
9.2%
Latin
ValueCountFrequency (%)
p 257
32.2%
g 164
20.6%
j 127
15.9%
h 74
 
9.3%
w 74
 
9.3%
n 38
 
4.8%
d 18
 
2.3%
f 17
 
2.1%
x 8
 
1.0%
e 4
 
0.5%
Other values (7) 16
 
2.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2899
54.9%
ASCII 2368
44.9%
Punctuation 8
 
0.2%
Misc Symbols 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
_ 509
21.5%
. 295
12.5%
p 257
10.9%
g 164
 
6.9%
j 127
 
5.4%
2 106
 
4.5%
1 102
 
4.3%
) 96
 
4.1%
( 96
 
4.1%
, 88
 
3.7%
Other values (28) 528
22.3%
Hangul
ValueCountFrequency (%)
192
 
6.6%
129
 
4.4%
97
 
3.3%
94
 
3.2%
89
 
3.1%
84
 
2.9%
82
 
2.8%
78
 
2.7%
73
 
2.5%
72
 
2.5%
Other values (198) 1909
65.9%
Punctuation
ValueCountFrequency (%)
4
50.0%
4
50.0%
Misc Symbols
ValueCountFrequency (%)
1
100.0%

첨부파일주소
Text

MISSING 

Distinct215
Distinct (%)100.0%
Missing127
Missing (%)37.1%
Memory size2.8 KiB
2024-04-06T19:11:30.908046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length375
Median length123
Mean length147.66977
Min length123

Characters and Unicode

Total characters31749
Distinct characters45
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique215 ?
Unique (%)100.0%

Sample

1st rowhttp://www.gwanak.go.kr/common/board/Download.do?bcIdx=155999&cbIdx=263&streFileNm=3e9646a5-05d9-42b6-b3d9-bc3cf6818eac.hwp
2nd rowhttp://www.gwanak.go.kr/common/board/Download.do?bcIdx=155962&cbIdx=263&streFileNm=d98a569a-bc0a-44af-a58d-dcc9311c8822.hwpx
3rd rowhttp://www.gwanak.go.kr/common/board/Download.do?bcIdx=155853&cbIdx=263&streFileNm=b7206f2d-05b8-4e0a-abab-53a72b47d53e.pdf
4th rowhttp://www.gwanak.go.kr/common/board/Download.do?bcIdx=155632&cbIdx=263&streFileNm=48ecd559-ef8a-4482-8572-6cc0779cd356.png
5th rowhttp://www.gwanak.go.kr/common/board/Download.do?bcIdx=155631&cbIdx=263&streFileNm=faad2b7a-6267-4b84-8ee7-bc4ecafc5fff.png
ValueCountFrequency (%)
42
 
14.0%
http://www.gwanak.go.kr/common/board/download.do?bcidx=153133&cbidx=263&strefilenm=08503c6d-a1d6-4d23-a889-d03942fee8b8.hwp 1
 
0.3%
http://www.gwanak.go.kr/common/board/download.do?bcidx=134373&cbidx=263&strefilenm=0731108b-b455-47ac-a4a5-ce2c1e1751e9.jpg 1
 
0.3%
http://www.gwanak.go.kr/common/board/download.do?bcidx=134227&cbidx=263&strefilenm=0ce0acc5-c9f1-4a7e-9bc1-da60bf03e885.jpg 1
 
0.3%
http://www.gwanak.go.kr/common/board/download.do?bcidx=134227&cbidx=263&strefilenm=7900d701-1387-4b8d-89a2-b991da3231cf.jpg 1
 
0.3%
http://www.gwanak.go.kr/common/board/download.do?bcidx=134242&cbidx=263&strefilenm=35d94af4-5c86-48ff-b970-9b389185e21d.jpg 1
 
0.3%
http://www.gwanak.go.kr/common/board/download.do?bcidx=134302&cbidx=263&strefilenm=e679700a-8e7b-4730-9bb5-f7337e33bd9b.jpg 1
 
0.3%
http://www.gwanak.go.kr/common/board/download.do?bcidx=134302&cbidx=263&strefilenm=bd25859b-493f-4ddb-bf08-948a4d396ba0.jpg 1
 
0.3%
http://www.gwanak.go.kr/common/board/download.do?bcidx=134427&cbidx=263&strefilenm=6e47a745-1369-4f17-96db-fd38a54534ec.jpg 1
 
0.3%
http://www.gwanak.go.kr/common/board/download.do?bcidx=134083&cbidx=263&strefilenm=4b83800b-4929-4537-8eb1-3236ef197524.jpg 1
 
0.3%
Other values (248) 248
82.9%
2024-04-06T19:11:32.071732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
d 1806
 
5.7%
o 1799
 
5.7%
a 1571
 
4.9%
w 1359
 
4.3%
b 1337
 
4.2%
/ 1285
 
4.0%
. 1285
 
4.0%
c 1268
 
4.0%
- 1028
 
3.2%
e 1010
 
3.2%
Other values (35) 18001
56.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 17488
55.1%
Decimal Number 7453
23.5%
Other Punctuation 3598
 
11.3%
Uppercase Letter 1285
 
4.0%
Dash Punctuation 1028
 
3.2%
Math Symbol 813
 
2.6%
Space Separator 84
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
d 1806
 
10.3%
o 1799
 
10.3%
a 1571
 
9.0%
w 1359
 
7.8%
b 1337
 
7.6%
c 1268
 
7.3%
e 1010
 
5.8%
n 808
 
4.6%
t 771
 
4.4%
m 771
 
4.4%
Other values (12) 4988
28.5%
Decimal Number
ValueCountFrequency (%)
3 1004
13.5%
4 950
12.7%
2 835
11.2%
6 815
10.9%
1 813
10.9%
9 671
9.0%
8 627
8.4%
5 617
8.3%
0 571
7.7%
7 550
7.4%
Other Punctuation
ValueCountFrequency (%)
/ 1285
35.7%
. 1285
35.7%
& 514
 
14.3%
? 257
 
7.1%
: 257
 
7.1%
Uppercase Letter
ValueCountFrequency (%)
I 514
40.0%
N 257
20.0%
F 257
20.0%
D 257
20.0%
Math Symbol
ValueCountFrequency (%)
= 771
94.8%
| 42
 
5.2%
Dash Punctuation
ValueCountFrequency (%)
- 1028
100.0%
Space Separator
ValueCountFrequency (%)
84
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 18773
59.1%
Common 12976
40.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
d 1806
 
9.6%
o 1799
 
9.6%
a 1571
 
8.4%
w 1359
 
7.2%
b 1337
 
7.1%
c 1268
 
6.8%
e 1010
 
5.4%
n 808
 
4.3%
t 771
 
4.1%
m 771
 
4.1%
Other values (16) 6273
33.4%
Common
ValueCountFrequency (%)
/ 1285
 
9.9%
. 1285
 
9.9%
- 1028
 
7.9%
3 1004
 
7.7%
4 950
 
7.3%
2 835
 
6.4%
6 815
 
6.3%
1 813
 
6.3%
= 771
 
5.9%
9 671
 
5.2%
Other values (9) 3519
27.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 31749
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
d 1806
 
5.7%
o 1799
 
5.7%
a 1571
 
4.9%
w 1359
 
4.3%
b 1337
 
4.2%
/ 1285
 
4.0%
. 1285
 
4.0%
c 1268
 
4.0%
- 1028
 
3.2%
e 1010
 
3.2%
Other values (35) 18001
56.7%
Distinct342
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.8 KiB
2024-04-06T19:11:32.666211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length90
Median length90
Mean length90
Min length90

Characters and Unicode

Total characters30780
Distinct characters37
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique342 ?
Unique (%)100.0%

Sample

1st rowhttp://www.gwanak.go.kr/site/gwanak/ex/bbs/View.do?cbIdx=263&bcIdx=156045&parentSeq=156045
2nd rowhttp://www.gwanak.go.kr/site/gwanak/ex/bbs/View.do?cbIdx=263&bcIdx=155999&parentSeq=155999
3rd rowhttp://www.gwanak.go.kr/site/gwanak/ex/bbs/View.do?cbIdx=263&bcIdx=155971&parentSeq=155971
4th rowhttp://www.gwanak.go.kr/site/gwanak/ex/bbs/View.do?cbIdx=263&bcIdx=155970&parentSeq=155970
5th rowhttp://www.gwanak.go.kr/site/gwanak/ex/bbs/View.do?cbIdx=263&bcIdx=155962&parentSeq=155962
ValueCountFrequency (%)
http://www.gwanak.go.kr/site/gwanak/ex/bbs/view.do?cbidx=263&bcidx=156045&parentseq=156045 1
 
0.3%
http://www.gwanak.go.kr/site/gwanak/ex/bbs/view.do?cbidx=263&bcidx=136566&parentseq=136566 1
 
0.3%
http://www.gwanak.go.kr/site/gwanak/ex/bbs/view.do?cbidx=263&bcidx=135721&parentseq=135721 1
 
0.3%
http://www.gwanak.go.kr/site/gwanak/ex/bbs/view.do?cbidx=263&bcidx=135850&parentseq=135850 1
 
0.3%
http://www.gwanak.go.kr/site/gwanak/ex/bbs/view.do?cbidx=263&bcidx=135923&parentseq=135923 1
 
0.3%
http://www.gwanak.go.kr/site/gwanak/ex/bbs/view.do?cbidx=263&bcidx=135967&parentseq=135967 1
 
0.3%
http://www.gwanak.go.kr/site/gwanak/ex/bbs/view.do?cbidx=263&bcidx=135973&parentseq=135973 1
 
0.3%
http://www.gwanak.go.kr/site/gwanak/ex/bbs/view.do?cbidx=263&bcidx=136071&parentseq=136071 1
 
0.3%
http://www.gwanak.go.kr/site/gwanak/ex/bbs/view.do?cbidx=263&bcidx=136083&parentseq=136083 1
 
0.3%
http://www.gwanak.go.kr/site/gwanak/ex/bbs/view.do?cbidx=263&bcidx=136802&parentseq=136802 1
 
0.3%
Other values (332) 332
97.1%
2024-04-06T19:11:33.529841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 2394
 
7.8%
w 2052
 
6.7%
e 1710
 
5.6%
a 1710
 
5.6%
. 1368
 
4.4%
b 1368
 
4.4%
t 1368
 
4.4%
g 1026
 
3.3%
d 1026
 
3.3%
k 1026
 
3.3%
Other values (27) 15732
51.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 18126
58.9%
Other Punctuation 5130
 
16.7%
Decimal Number 5130
 
16.7%
Uppercase Letter 1368
 
4.4%
Math Symbol 1026
 
3.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
w 2052
11.3%
e 1710
 
9.4%
a 1710
 
9.4%
b 1368
 
7.5%
t 1368
 
7.5%
g 1026
 
5.7%
d 1026
 
5.7%
k 1026
 
5.7%
x 1026
 
5.7%
n 1026
 
5.7%
Other values (8) 4788
26.4%
Decimal Number
ValueCountFrequency (%)
3 988
19.3%
1 942
18.4%
2 686
13.4%
6 586
11.4%
4 510
9.9%
5 354
 
6.9%
0 298
 
5.8%
9 282
 
5.5%
8 254
 
5.0%
7 230
 
4.5%
Other Punctuation
ValueCountFrequency (%)
/ 2394
46.7%
. 1368
26.7%
& 684
 
13.3%
? 342
 
6.7%
: 342
 
6.7%
Uppercase Letter
ValueCountFrequency (%)
I 684
50.0%
S 342
25.0%
V 342
25.0%
Math Symbol
ValueCountFrequency (%)
= 1026
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 19494
63.3%
Common 11286
36.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
w 2052
 
10.5%
e 1710
 
8.8%
a 1710
 
8.8%
b 1368
 
7.0%
t 1368
 
7.0%
g 1026
 
5.3%
d 1026
 
5.3%
k 1026
 
5.3%
x 1026
 
5.3%
n 1026
 
5.3%
Other values (11) 6156
31.6%
Common
ValueCountFrequency (%)
/ 2394
21.2%
. 1368
12.1%
= 1026
9.1%
3 988
8.8%
1 942
 
8.3%
2 686
 
6.1%
& 684
 
6.1%
6 586
 
5.2%
4 510
 
4.5%
5 354
 
3.1%
Other values (6) 1748
15.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 30780
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 2394
 
7.8%
w 2052
 
6.7%
e 1710
 
5.6%
a 1710
 
5.6%
. 1368
 
4.4%
b 1368
 
4.4%
t 1368
 
4.4%
g 1026
 
3.3%
d 1026
 
3.3%
k 1026
 
3.3%
Other values (27) 15732
51.1%

Interactions

2024-04-06T19:11:24.807199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T19:11:24.494454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T19:11:24.973600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T19:11:24.636879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-06T19:11:33.704251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
게시물번호내용등록일시첨부파일갯수
게시물번호1.0000.7640.9550.156
내용0.7641.0000.5730.109
등록일시0.9550.5731.0000.212
첨부파일갯수0.1560.1090.2121.000
2024-04-06T19:11:33.865064image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
첨부파일갯수내용
첨부파일갯수1.0000.102
내용0.1021.000
2024-04-06T19:11:34.020733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
게시물번호등록일시내용첨부파일갯수
게시물번호1.0001.0000.6340.094
등록일시1.0001.0000.5830.090
내용0.6340.5831.0000.102
첨부파일갯수0.0940.0900.1021.000

Missing values

2024-04-06T19:11:25.205382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T19:11:25.438968image/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.
2024-04-06T19:11:25.597866image/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

게시물번호제목내용등록일시작성부서첨부파일갯수첨부파일이름첨부파일주소상세 내용 보기 URL
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게시물번호제목내용등록일시작성부서첨부파일갯수첨부파일이름첨부파일주소상세 내용 보기 URL
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