Overview

Dataset statistics

Number of variables5
Number of observations72
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.9 KiB
Average record size in memory41.8 B

Variable types

Text3
Categorical1
DateTime1

Dataset

Description경상남도 통영시 지역의 구인정보로 제목, 회사명, 모집분야(전문/특수직, 사무/관리직, 교사/강사직, 기술/생산직, 음식/유흥/서비스직 등) 등록일자 정보를 제공합니다
Author경상남도 통영시
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=3066953

Alerts

등록일자 has unique valuesUnique
주소(URL) has unique valuesUnique

Reproduction

Analysis started2024-04-06 08:04:36.493013
Analysis finished2024-04-06 08:04:37.517288
Duration1.02 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구인제목
Text

Distinct64
Distinct (%)88.9%
Missing0
Missing (%)0.0%
Memory size708.0 B
2024-04-06T17:04:37.940462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length57
Median length32
Mean length24.236111
Min length7

Characters and Unicode

Total characters1745
Distinct characters224
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique59 ?
Unique (%)81.9%

Sample

1st row국공립해모로오션힐어린이집 연장반 담임교사 추가 모집 공고
2nd row한화오션 기술교육원 교육생 모집 안내
3rd row(주)청우비제이 생산직 사원 모집
4th row기간제교사채용) 한국가스공사해맑은어린이집
5th row통영지역자활센터 정규직 종사자(사회복지사) 채용
ValueCountFrequency (%)
모집 20
 
6.1%
공고 20
 
6.1%
채용 20
 
6.1%
채용공고 9
 
2.8%
직원 8
 
2.4%
6
 
1.8%
모집합니다 5
 
1.5%
요양보호사 5
 
1.5%
조리원 5
 
1.5%
가능 4
 
1.2%
Other values (164) 225
68.8%
2024-04-06T17:04:38.896844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
260
 
14.9%
사 54
 
3.1%
원 50
 
2.9%
용 38
 
2.2%
채 38
 
2.2%
공 38
 
2.2%
집 35
 
2.0%
고 34
 
1.9%
) 32
 
1.8%
지 31
 
1.8%
Other values (214) 1135
65.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1330
76.2%
Space Separator 260
 
14.9%
Decimal Number 45
 
2.6%
Close Punctuation 35
 
2.0%
Open Punctuation 33
 
1.9%
Other Punctuation 33
 
1.9%
Uppercase Letter 6
 
0.3%
Math Symbol 1
 
0.1%
Connector Punctuation 1
 
0.1%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 54
 
4.1%
원 50
 
3.8%
용 38
 
2.9%
채 38
 
2.9%
공 38
 
2.9%
집 35
 
2.6%
고 34
 
2.6%
지 31
 
2.3%
모 31
 
2.3%
영 26
 
2.0%
Other values (188) 955
71.8%
Decimal Number
ValueCountFrequency (%)
0 11
24.4%
2 10
22.2%
4 9
20.0%
1 8
17.8%
5 5
11.1%
6 1
 
2.2%
8 1
 
2.2%
Uppercase Letter
ValueCountFrequency (%)
F 1
16.7%
O 1
16.7%
P 1
16.7%
S 1
16.7%
H 1
16.7%
G 1
16.7%
Other Punctuation
ValueCountFrequency (%)
, 12
36.4%
. 10
30.3%
? 6
18.2%
' 3
 
9.1%
/ 2
 
6.1%
Close Punctuation
ValueCountFrequency (%)
) 32
91.4%
] 3
 
8.6%
Open Punctuation
ValueCountFrequency (%)
( 30
90.9%
[ 3
 
9.1%
Space Separator
ValueCountFrequency (%)
260
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1330
76.2%
Common 409
 
23.4%
Latin 6
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 54
 
4.1%
원 50
 
3.8%
용 38
 
2.9%
채 38
 
2.9%
공 38
 
2.9%
집 35
 
2.6%
고 34
 
2.6%
지 31
 
2.3%
모 31
 
2.3%
영 26
 
2.0%
Other values (188) 955
71.8%
Common
ValueCountFrequency (%)
260
63.6%
) 32
 
7.8%
( 30
 
7.3%
, 12
 
2.9%
0 11
 
2.7%
. 10
 
2.4%
2 10
 
2.4%
4 9
 
2.2%
1 8
 
2.0%
? 6
 
1.5%
Other values (10) 21
 
5.1%
Latin
ValueCountFrequency (%)
F 1
16.7%
O 1
16.7%
P 1
16.7%
S 1
16.7%
H 1
16.7%
G 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1330
76.2%
ASCII 415
 
23.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
260
62.7%
) 32
 
7.7%
( 30
 
7.2%
, 12
 
2.9%
0 11
 
2.7%
. 10
 
2.4%
2 10
 
2.4%
4 9
 
2.2%
1 8
 
1.9%
? 6
 
1.4%
Other values (16) 27
 
6.5%
Hangul
ValueCountFrequency (%)
사 54
 
4.1%
원 50
 
3.8%
용 38
 
2.9%
채 38
 
2.9%
공 38
 
2.9%
집 35
 
2.6%
고 34
 
2.6%
지 31
 
2.3%
모 31
 
2.3%
영 26
 
2.0%
Other values (188) 955
71.8%

회사명
Text

Distinct46
Distinct (%)63.9%
Missing0
Missing (%)0.0%
Memory size708.0 B
2024-04-06T17:04:39.370205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length15
Mean length9.0972222
Min length4

Characters and Unicode

Total characters655
Distinct characters151
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique31 ?
Unique (%)43.1%

Sample

1st row해모로오션힐어린이집
2nd row한화오션 기술교육원
3rd row주식회사 청우비제이
4th row한국가스공사해맑은어린이집
5th row통영지역자활센터
ValueCountFrequency (%)
주식회사 7
 
7.4%
경남에너지(주 4
 
4.3%
통영시종합사회복지관 4
 
4.3%
청우비제이 4
 
4.3%
한화오션 4
 
4.3%
통영시가족센터 4
 
4.3%
충무어린이집 3
 
3.2%
코리오이스 3
 
3.2%
입주자대표회의 3
 
3.2%
해송노인전문요양원 2
 
2.1%
Other values (48) 56
59.6%
2024-04-06T17:04:40.123411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
22
 
3.4%
회 22
 
3.4%
지 22
 
3.4%
사 20
 
3.1%
통 19
 
2.9%
영 18
 
2.7%
주 17
 
2.6%
이 17
 
2.6%
원 13
 
2.0%
해 13
 
2.0%
Other values (141) 472
72.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 611
93.3%
Space Separator 22
 
3.4%
Close Punctuation 10
 
1.5%
Open Punctuation 8
 
1.2%
Decimal Number 2
 
0.3%
Uppercase Letter 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
회 22
 
3.6%
지 22
 
3.6%
사 20
 
3.3%
통 19
 
3.1%
영 18
 
2.9%
주 17
 
2.8%
이 17
 
2.8%
원 13
 
2.1%
해 13
 
2.1%
시 12
 
2.0%
Other values (135) 438
71.7%
Uppercase Letter
ValueCountFrequency (%)
M 1
50.0%
G 1
50.0%
Space Separator
ValueCountFrequency (%)
22
100.0%
Close Punctuation
ValueCountFrequency (%)
) 10
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8
100.0%
Decimal Number
ValueCountFrequency (%)
2 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 611
93.3%
Common 42
 
6.4%
Latin 2
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
회 22
 
3.6%
지 22
 
3.6%
사 20
 
3.3%
통 19
 
3.1%
영 18
 
2.9%
주 17
 
2.8%
이 17
 
2.8%
원 13
 
2.1%
해 13
 
2.1%
시 12
 
2.0%
Other values (135) 438
71.7%
Common
ValueCountFrequency (%)
22
52.4%
) 10
23.8%
( 8
 
19.0%
2 2
 
4.8%
Latin
ValueCountFrequency (%)
M 1
50.0%
G 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 611
93.3%
ASCII 44
 
6.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
22
50.0%
) 10
22.7%
( 8
 
18.2%
2 2
 
4.5%
M 1
 
2.3%
G 1
 
2.3%
Hangul
ValueCountFrequency (%)
회 22
 
3.6%
지 22
 
3.6%
사 20
 
3.3%
통 19
 
3.1%
영 18
 
2.9%
주 17
 
2.8%
이 17
 
2.8%
원 13
 
2.1%
해 13
 
2.1%
시 12
 
2.0%
Other values (135) 438
71.7%

분야
Categorical

Distinct8
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size708.0 B
기타
21 
교사/강사직
16 
기술/생산직
15 
사무/관리직
8 
음식/유흥/서비스직
5 
Other values (3)
7 

Length

Max length10
Median length6
Mean length5.1111111
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row교사/강사직
2nd row기술/생산직
3rd row기술/생산직
4th row교사/강사직
5th row사무/관리직

Common Values

ValueCountFrequency (%)
기타 21
29.2%
교사/강사직 16
22.2%
기술/생산직 15
20.8%
사무/관리직 8
 
11.1%
음식/유흥/서비스직 5
 
6.9%
아르바이트직 3
 
4.2%
운전/배달직 2
 
2.8%
전문/특수직 2
 
2.8%

Length

2024-04-06T17:04:40.416538image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:04:40.645535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기타 21
29.2%
교사/강사직 16
22.2%
기술/생산직 15
20.8%
사무/관리직 8
 
11.1%
음식/유흥/서비스직 5
 
6.9%
아르바이트직 3
 
4.2%
운전/배달직 2
 
2.8%
전문/특수직 2
 
2.8%

등록일자
Date

UNIQUE 

Distinct72
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size708.0 B
Minimum2024-01-02 17:06:00
Maximum2024-03-29 15:03:00
2024-04-06T17:04:40.903412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:04:41.200590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

주소(URL)
Text

UNIQUE 

Distinct72
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size708.0 B
2024-04-06T17:04:41.730318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length70
Median length70
Mean length70
Min length70

Characters and Unicode

Total characters5040
Distinct characters35
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique72 ?
Unique (%)100.0%

Sample

1st rowhttps://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24696
2nd rowhttps://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24695
3rd rowhttps://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24694
4th rowhttps://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24693
5th rowhttps://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24692
ValueCountFrequency (%)
https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24696 1
 
1.4%
https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24695 1
 
1.4%
https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24626 1
 
1.4%
https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24627 1
 
1.4%
https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24628 1
 
1.4%
https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24631 1
 
1.4%
https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24633 1
 
1.4%
https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24634 1
 
1.4%
https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24624 1
 
1.4%
https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24635 1
 
1.4%
Other values (62) 62
86.1%
2024-04-06T17:04:42.651377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 443
 
8.8%
/ 360
 
7.1%
w 360
 
7.1%
. 288
 
5.7%
o 288
 
5.7%
e 288
 
5.7%
9 234
 
4.6%
7 233
 
4.6%
t 216
 
4.3%
g 216
 
4.3%
Other values (25) 2114
41.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 2592
51.4%
Decimal Number 1440
28.6%
Other Punctuation 864
 
17.1%
Math Symbol 144
 
2.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
w 360
13.9%
o 288
11.1%
e 288
11.1%
t 216
 
8.3%
g 216
 
8.3%
d 144
 
5.6%
i 144
 
5.6%
n 144
 
5.6%
v 72
 
2.8%
a 72
 
2.8%
Other values (9) 648
25.0%
Decimal Number
ValueCountFrequency (%)
0 443
30.8%
9 234
16.2%
7 233
16.2%
4 159
 
11.0%
6 153
 
10.6%
3 87
 
6.0%
2 86
 
6.0%
5 18
 
1.2%
1 14
 
1.0%
8 13
 
0.9%
Other Punctuation
ValueCountFrequency (%)
/ 360
41.7%
. 288
33.3%
& 72
 
8.3%
? 72
 
8.3%
: 72
 
8.3%
Math Symbol
ValueCountFrequency (%)
= 144
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 2592
51.4%
Common 2448
48.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
w 360
13.9%
o 288
11.1%
e 288
11.1%
t 216
 
8.3%
g 216
 
8.3%
d 144
 
5.6%
i 144
 
5.6%
n 144
 
5.6%
v 72
 
2.8%
a 72
 
2.8%
Other values (9) 648
25.0%
Common
ValueCountFrequency (%)
0 443
18.1%
/ 360
14.7%
. 288
11.8%
9 234
9.6%
7 233
9.5%
4 159
 
6.5%
6 153
 
6.2%
= 144
 
5.9%
3 87
 
3.6%
2 86
 
3.5%
Other values (6) 261
10.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 5040
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 443
 
8.8%
/ 360
 
7.1%
w 360
 
7.1%
. 288
 
5.7%
o 288
 
5.7%
e 288
 
5.7%
9 234
 
4.6%
7 233
 
4.6%
t 216
 
4.3%
g 216
 
4.3%
Other values (25) 2114
41.9%

Correlations

2024-04-06T17:04:42.829106image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구인제목회사명분야등록일자주소(URL)
구인제목1.0000.9981.0001.0001.000
회사명0.9981.0000.8651.0001.000
분야1.0000.8651.0001.0001.000
등록일자1.0001.0001.0001.0001.000
주소(URL)1.0001.0001.0001.0001.000

Missing values

2024-04-06T17:04:37.261188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:04:37.446150image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

구인제목회사명분야등록일자주소(URL)
0국공립해모로오션힐어린이집 연장반 담임교사 추가 모집 공고해모로오션힐어린이집교사/강사직2024-03-29 15:03https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24696
1한화오션 기술교육원 교육생 모집 안내한화오션 기술교육원기술/생산직2024-03-29 13:50https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24695
2(주)청우비제이 생산직 사원 모집주식회사 청우비제이기술/생산직2024-03-28 10:01https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24694
3기간제교사채용) 한국가스공사해맑은어린이집한국가스공사해맑은어린이집교사/강사직2024-03-27 11:45https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24693
4통영지역자활센터 정규직 종사자(사회복지사) 채용통영지역자활센터사무/관리직2024-03-25 20:24https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24692
5통영시가족센터 언어발달지도사 채용 공고(긴급)통영시가족센터기타2024-03-25 16:23https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24691
6통영지역자활센터 재가방문 요양보호사 모집통영지역자활센터음식/유흥/서비스직2024-03-20 11:57https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24689
7구내식당 주방찬모 모집합니다.주식회사 코리오이스기타2024-03-19 11:46https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24688
8대도요양보호사교육원_사무행정직원 채용공고대도요양보호사교육원사무/관리직2024-03-18 17:18https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24687
9초보환영,조선소 단순노무 초보15만원,월 400만원 이상 ?1인실(풀옵션) 원룸 가능?한화오션기술/생산직2024-03-16 15:12https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24686
구인제목회사명분야등록일자주소(URL)
62키즈엠교육 영어강사 구인키즈엠 교육교사/강사직2024-01-11 17:52https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24607
63충무어린이집 보육교사 채용충무어린이집교사/강사직2024-01-10 15:53https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24605
64요양보호사 선생님 모집합니다.거제고운노인복지센터음식/유흥/서비스직2024-01-09 21:37https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24604
65도남사회복지관 노인사회활동지원사업 담당자 채용공고도남사회복지관사무/관리직2024-01-09 14:49https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24603
66통영육아원 보육사 공개채용통영육아원기타2024-01-08 17:03https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24601
67조선소 초보15만원 F4,5,6 가능 월400만원이상 1인실원룸 가능,조선소구인합니다. (경남 거제시)한화오션(내)현진기업기술/생산직2024-01-08 11:24https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24600
68장애인단기거주시설 행복한집 생활지도원 신규 채용 공고행복한집교사/강사직2024-01-08 9:22https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24599
69[덕양해운] 내항화물선 선장 모집 공고덕양해운기타2024-01-03 21:28https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24595
70[경남육아종합지원센터] 2024년 대체교사 공개채용 공고경남육아종합지원센터교사/강사직2024-01-03 17:55https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24594
71건어물 선별, 포장기 OP구인(채용마감)해성씨푸드(채용마감)기술/생산직2024-01-02 17:06https://www.tongyeong.go.kr/00973/00974/00976.web?amode=view&idx=24592