Overview

Dataset statistics

Number of variables6
Number of observations113
Missing cells21
Missing cells (%)3.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.4 KiB
Average record size in memory49.2 B

Variable types

Text3
DateTime2
Categorical1

Dataset

Description경기도일자리재단_잡아바 창업정보
Author경기도일자리재단
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=VYDQG5FLFI2ZPC5LINSW29482637&infSeq=1

Alerts

모집시작일자 has 14 (12.4%) missing valuesMissing
모집종료일자 has 6 (5.3%) missing valuesMissing
공고명 has unique valuesUnique
상세페이지URL(잡아바) has unique valuesUnique

Reproduction

Analysis started2024-05-10 20:29:15.972182
Analysis finished2024-05-10 20:29:18.019873
Duration2.05 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

공고명
Text

UNIQUE 

Distinct113
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
2024-05-10T20:29:18.371093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length54
Median length37
Mean length27.849558
Min length10

Characters and Unicode

Total characters3147
Distinct characters291
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique113 ?
Unique (%)100.0%

Sample

1st row(재)여성기업종합지원센터 제주센터 입주기업 모집공고
2nd row(카카오페이X함께일하는재단) 오래오래 함께가게 입점사 모집
3rd row2017 해외지사화사업 참가기업 모집
4th row2017년 부천중소기업 지식재산 지원사업 - 국내권리화
5th row2017년 수원시 중소기업육성자금 특례보증 추천공고
ValueCountFrequency (%)
모집 74
 
11.2%
2024년 56
 
8.4%
지원사업 28
 
4.2%
2024 18
 
2.7%
입주기업 13
 
2.0%
참가기업 12
 
1.8%
사업 11
 
1.7%
참여기업 11
 
1.7%
지원 10
 
1.5%
소상공인 9
 
1.4%
Other values (299) 421
63.5%
2024-05-10T20:29:19.478569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
554
 
17.6%
2 171
 
5.4%
168
 
5.3%
96
 
3.1%
89
 
2.8%
85
 
2.7%
85
 
2.7%
0 82
 
2.6%
4 81
 
2.6%
77
 
2.4%
Other values (281) 1659
52.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2106
66.9%
Space Separator 554
 
17.6%
Decimal Number 351
 
11.2%
Uppercase Letter 83
 
2.6%
Close Punctuation 21
 
0.7%
Open Punctuation 21
 
0.7%
Other Punctuation 4
 
0.1%
Lowercase Letter 4
 
0.1%
Dash Punctuation 3
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
168
 
8.0%
96
 
4.6%
89
 
4.2%
85
 
4.0%
85
 
4.0%
77
 
3.7%
71
 
3.4%
60
 
2.8%
59
 
2.8%
37
 
1.8%
Other values (245) 1279
60.7%
Uppercase Letter
ValueCountFrequency (%)
I 11
13.3%
P 8
9.6%
S 8
9.6%
T 7
 
8.4%
A 7
 
8.4%
O 6
 
7.2%
C 5
 
6.0%
X 4
 
4.8%
R 4
 
4.8%
M 4
 
4.8%
Other values (8) 19
22.9%
Decimal Number
ValueCountFrequency (%)
2 171
48.7%
0 82
23.4%
4 81
23.1%
1 9
 
2.6%
7 3
 
0.9%
3 2
 
0.6%
5 2
 
0.6%
6 1
 
0.3%
Other Punctuation
ValueCountFrequency (%)
& 2
50.0%
. 1
25.0%
, 1
25.0%
Lowercase Letter
ValueCountFrequency (%)
o 2
50.0%
l 1
25.0%
e 1
25.0%
Space Separator
ValueCountFrequency (%)
554
100.0%
Close Punctuation
ValueCountFrequency (%)
) 21
100.0%
Open Punctuation
ValueCountFrequency (%)
( 21
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2106
66.9%
Common 954
30.3%
Latin 87
 
2.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
168
 
8.0%
96
 
4.6%
89
 
4.2%
85
 
4.0%
85
 
4.0%
77
 
3.7%
71
 
3.4%
60
 
2.8%
59
 
2.8%
37
 
1.8%
Other values (245) 1279
60.7%
Latin
ValueCountFrequency (%)
I 11
12.6%
P 8
 
9.2%
S 8
 
9.2%
T 7
 
8.0%
A 7
 
8.0%
O 6
 
6.9%
C 5
 
5.7%
X 4
 
4.6%
R 4
 
4.6%
M 4
 
4.6%
Other values (11) 23
26.4%
Common
ValueCountFrequency (%)
554
58.1%
2 171
 
17.9%
0 82
 
8.6%
4 81
 
8.5%
) 21
 
2.2%
( 21
 
2.2%
1 9
 
0.9%
- 3
 
0.3%
7 3
 
0.3%
3 2
 
0.2%
Other values (5) 7
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2103
66.8%
ASCII 1041
33.1%
Compat Jamo 3
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
554
53.2%
2 171
 
16.4%
0 82
 
7.9%
4 81
 
7.8%
) 21
 
2.0%
( 21
 
2.0%
I 11
 
1.1%
1 9
 
0.9%
P 8
 
0.8%
S 8
 
0.8%
Other values (26) 75
 
7.2%
Hangul
ValueCountFrequency (%)
168
 
8.0%
96
 
4.6%
89
 
4.2%
85
 
4.0%
85
 
4.0%
77
 
3.7%
71
 
3.4%
60
 
2.9%
59
 
2.8%
37
 
1.8%
Other values (244) 1276
60.7%
Compat Jamo
ValueCountFrequency (%)
3
100.0%
Distinct79
Distinct (%)70.5%
Missing1
Missing (%)0.9%
Memory size1.0 KiB
2024-05-10T20:29:20.104163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length15
Mean length8.4285714
Min length3

Characters and Unicode

Total characters944
Distinct characters155
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique60 ?
Unique (%)53.6%

Sample

1st row(재)여성기업종합지원센터
2nd row(재)함께일하는재단
3rd row남양주시청
4th row부천산업진흥재단
5th row경기신용보증재단 수원지점
ValueCountFrequency (%)
경기콘텐츠진흥원 9
 
6.7%
안양산업진흥원 5
 
3.7%
경기테크노파크 4
 
3.0%
경기도경제과학진흥원 4
 
3.0%
용인시청 3
 
2.2%
시흥산업진흥원 3
 
2.2%
남양주시청 3
 
2.2%
용인시산업진흥원 3
 
2.2%
부천산업진흥원 3
 
2.2%
창업보육센터 3
 
2.2%
Other values (80) 94
70.1%
2024-05-10T20:29:21.576518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
53
 
5.6%
41
 
4.3%
40
 
4.2%
37
 
3.9%
37
 
3.9%
37
 
3.9%
35
 
3.7%
31
 
3.3%
23
 
2.4%
21
 
2.2%
Other values (145) 589
62.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 889
94.2%
Space Separator 31
 
3.3%
Uppercase Letter 11
 
1.2%
Close Punctuation 6
 
0.6%
Open Punctuation 6
 
0.6%
Decimal Number 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
53
 
6.0%
41
 
4.6%
40
 
4.5%
37
 
4.2%
37
 
4.2%
37
 
4.2%
35
 
3.9%
23
 
2.6%
21
 
2.4%
21
 
2.4%
Other values (133) 544
61.2%
Uppercase Letter
ValueCountFrequency (%)
S 2
18.2%
A 2
18.2%
K 2
18.2%
B 1
9.1%
M 1
9.1%
C 1
9.1%
I 1
9.1%
T 1
9.1%
Space Separator
ValueCountFrequency (%)
31
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 889
94.2%
Common 44
 
4.7%
Latin 11
 
1.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
53
 
6.0%
41
 
4.6%
40
 
4.5%
37
 
4.2%
37
 
4.2%
37
 
4.2%
35
 
3.9%
23
 
2.6%
21
 
2.4%
21
 
2.4%
Other values (133) 544
61.2%
Latin
ValueCountFrequency (%)
S 2
18.2%
A 2
18.2%
K 2
18.2%
B 1
9.1%
M 1
9.1%
C 1
9.1%
I 1
9.1%
T 1
9.1%
Common
ValueCountFrequency (%)
31
70.5%
) 6
 
13.6%
( 6
 
13.6%
1 1
 
2.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 887
94.0%
ASCII 55
 
5.8%
Compat Jamo 2
 
0.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
53
 
6.0%
41
 
4.6%
40
 
4.5%
37
 
4.2%
37
 
4.2%
37
 
4.2%
35
 
3.9%
23
 
2.6%
21
 
2.4%
21
 
2.4%
Other values (132) 542
61.1%
ASCII
ValueCountFrequency (%)
31
56.4%
) 6
 
10.9%
( 6
 
10.9%
S 2
 
3.6%
A 2
 
3.6%
K 2
 
3.6%
B 1
 
1.8%
M 1
 
1.8%
C 1
 
1.8%
I 1
 
1.8%
Other values (2) 2
 
3.6%
Compat Jamo
ValueCountFrequency (%)
2
100.0%

모집시작일자
Date

MISSING 

Distinct44
Distinct (%)44.4%
Missing14
Missing (%)12.4%
Memory size1.0 KiB
Minimum2017-01-01 00:00:00
Maximum2024-05-20 00:00:00
2024-05-10T20:29:22.151833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-10T20:29:22.690568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)

모집종료일자
Date

MISSING 

Distinct22
Distinct (%)20.6%
Missing6
Missing (%)5.3%
Memory size1.0 KiB
Minimum2024-05-10 00:00:00
Maximum2024-12-31 00:00:00
2024-05-10T20:29:23.031798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-10T20:29:23.507644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)

카테고리명
Categorical

Distinct7
Distinct (%)6.2%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
시설ㆍ공간 제공
30 
사업화
26 
판로ㆍ해외진출
21 
멘토링ㆍ컨설팅
16 
정책자금
10 
Other values (2)
10 

Length

Max length8
Median length7
Mean length6.0442478
Min length3

Unique

Unique1 ?
Unique (%)0.9%

Sample

1st row시설ㆍ공간 제공
2nd row시설ㆍ공간 제공
3rd row판로ㆍ해외진출
4th row정책자금
5th row정책자금

Common Values

ValueCountFrequency (%)
시설ㆍ공간 제공 30
26.5%
사업화 26
23.0%
판로ㆍ해외진출 21
18.6%
멘토링ㆍ컨설팅 16
14.2%
정책자금 10
 
8.8%
행사ㆍ네트워크 9
 
8.0%
R&D 1
 
0.9%

Length

2024-05-10T20:29:23.966744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-10T20:29:24.336020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
시설ㆍ공간 30
21.0%
제공 30
21.0%
사업화 26
18.2%
판로ㆍ해외진출 21
14.7%
멘토링ㆍ컨설팅 16
11.2%
정책자금 10
 
7.0%
행사ㆍ네트워크 9
 
6.3%
r&d 1
 
0.7%
Distinct113
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
2024-05-10T20:29:25.071962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length58
Median length58
Mean length57.893805
Min length56

Characters and Unicode

Total characters6542
Distinct characters35
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

Unique113 ?
Unique (%)100.0%

Sample

1st rowhttps://www.jobaba.net/fntn/dtl2020.do?seq=567&cntType=O
2nd rowhttps://www.jobaba.net/fntn/dtl2020.do?seq=30402&cntType=O
3rd rowhttps://www.jobaba.net/fntn/dtl2020.do?seq=318&cntType=O
4th rowhttps://www.jobaba.net/fntn/dtl2020.do?seq=744&cntType=O
5th rowhttps://www.jobaba.net/fntn/dtl2020.do?seq=739&cntType=O
ValueCountFrequency (%)
https://www.jobaba.net/fntn/dtl2020.do?seq=567&cnttype=o 1
 
0.9%
https://www.jobaba.net/fntn/dtl2020.do?seq=29924&cnttype=o 1
 
0.9%
https://www.jobaba.net/fntn/dtl2020.do?seq=29781&cnttype=o 1
 
0.9%
https://www.jobaba.net/fntn/dtl2020.do?seq=30392&cnttype=o 1
 
0.9%
https://www.jobaba.net/fntn/dtl2020.do?seq=29888&cnttype=o 1
 
0.9%
https://www.jobaba.net/fntn/dtl2020.do?seq=29889&cnttype=o 1
 
0.9%
https://www.jobaba.net/fntn/dtl2020.do?seq=29602&cnttype=o 1
 
0.9%
https://www.jobaba.net/fntn/dtl2020.do?seq=29890&cnttype=o 1
 
0.9%
https://www.jobaba.net/fntn/dtl2020.do?seq=30345&cnttype=o 1
 
0.9%
https://www.jobaba.net/fntn/dtl2020.do?seq=30431&cnttype=o 1
 
0.9%
Other values (103) 103
91.2%
2024-05-10T20:29:26.092217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
t 678
 
10.4%
/ 452
 
6.9%
n 452
 
6.9%
0 347
 
5.3%
w 339
 
5.2%
. 339
 
5.2%
e 339
 
5.2%
2 286
 
4.4%
a 226
 
3.5%
d 226
 
3.5%
Other values (25) 2858
43.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 3955
60.5%
Other Punctuation 1130
 
17.3%
Decimal Number 1005
 
15.4%
Math Symbol 226
 
3.5%
Uppercase Letter 226
 
3.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 678
17.1%
n 452
11.4%
w 339
8.6%
e 339
8.6%
a 226
 
5.7%
d 226
 
5.7%
b 226
 
5.7%
o 226
 
5.7%
s 226
 
5.7%
p 226
 
5.7%
Other values (7) 791
20.0%
Decimal Number
ValueCountFrequency (%)
0 347
34.5%
2 286
28.5%
3 141
14.0%
4 51
 
5.1%
9 48
 
4.8%
8 37
 
3.7%
1 30
 
3.0%
6 27
 
2.7%
7 22
 
2.2%
5 16
 
1.6%
Other Punctuation
ValueCountFrequency (%)
/ 452
40.0%
. 339
30.0%
& 113
 
10.0%
? 113
 
10.0%
: 113
 
10.0%
Uppercase Letter
ValueCountFrequency (%)
O 113
50.0%
T 113
50.0%
Math Symbol
ValueCountFrequency (%)
= 226
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 4181
63.9%
Common 2361
36.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 678
16.2%
n 452
10.8%
w 339
 
8.1%
e 339
 
8.1%
a 226
 
5.4%
d 226
 
5.4%
b 226
 
5.4%
o 226
 
5.4%
s 226
 
5.4%
p 226
 
5.4%
Other values (9) 1017
24.3%
Common
ValueCountFrequency (%)
/ 452
19.1%
0 347
14.7%
. 339
14.4%
2 286
12.1%
= 226
9.6%
3 141
 
6.0%
& 113
 
4.8%
? 113
 
4.8%
: 113
 
4.8%
4 51
 
2.2%
Other values (6) 180
 
7.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 6542
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
t 678
 
10.4%
/ 452
 
6.9%
n 452
 
6.9%
0 347
 
5.3%
w 339
 
5.2%
. 339
 
5.2%
e 339
 
5.2%
2 286
 
4.4%
a 226
 
3.5%
d 226
 
3.5%
Other values (25) 2858
43.7%

Correlations

2024-05-10T20:29:26.345556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기관명모집시작일자모집종료일자카테고리명
기관명1.0000.9740.8840.623
모집시작일자0.9741.0000.4900.542
모집종료일자0.8840.4901.0000.535
카테고리명0.6230.5420.5351.000

Missing values

2024-05-10T20:29:17.072876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-10T20:29:17.436989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
2024-05-10T20:29:17.737713image/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

공고명기관명모집시작일자모집종료일자카테고리명상세페이지URL(잡아바)
0(재)여성기업종합지원센터 제주센터 입주기업 모집공고(재)여성기업종합지원센터2017-05-11<NA>시설ㆍ공간 제공https://www.jobaba.net/fntn/dtl2020.do?seq=567&cntType=O
1(카카오페이X함께일하는재단) 오래오래 함께가게 입점사 모집(재)함께일하는재단2024-05-072024-05-12시설ㆍ공간 제공https://www.jobaba.net/fntn/dtl2020.do?seq=30402&cntType=O
22017 해외지사화사업 참가기업 모집남양주시청2017-02-20<NA>판로ㆍ해외진출https://www.jobaba.net/fntn/dtl2020.do?seq=318&cntType=O
32017년 부천중소기업 지식재산 지원사업 - 국내권리화부천산업진흥재단2017-01-01<NA>정책자금https://www.jobaba.net/fntn/dtl2020.do?seq=744&cntType=O
42017년 수원시 중소기업육성자금 특례보증 추천공고경기신용보증재단 수원지점2017-01-01<NA>정책자금https://www.jobaba.net/fntn/dtl2020.do?seq=739&cntType=O
52024 ICT 콘텐츠 예비창업자 지원 프로그램(PRE-MAP 2기) 지원기업 모집경기콘텐츠진흥원 남부권역센터2024-05-072024-05-27사업화https://www.jobaba.net/fntn/dtl2020.do?seq=30403&cntType=O
62024 KAIST 오픈벤처랩 예비창업자 모집KAIST창업원2024-04-162024-05-17행사ㆍ네트워크https://www.jobaba.net/fntn/dtl2020.do?seq=30419&cntType=O
72024 경기도 경기행복샵 입점 맞춤형 온라인마케팅지원 사업 참여기업 모집경기테크노파크2024-04-152024-05-10시설ㆍ공간 제공https://www.jobaba.net/fntn/dtl2020.do?seq=30382&cntType=O
82024 상생 오픈이노베이션 제작지원 참여기업 모집경기콘텐츠진흥원2024-04-152024-05-10사업화https://www.jobaba.net/fntn/dtl2020.do?seq=30308&cntType=O
92024 소공인 지원사업 공고부천소공인특화지원센터2024-04-172024-05-10정책자금https://www.jobaba.net/fntn/dtl2020.do?seq=30387&cntType=O
공고명기관명모집시작일자모집종료일자카테고리명상세페이지URL(잡아바)
103제5회 KTOA 벤처리움 데모데이 참가기업 모집한국통신사업자연합회2024-04-112024-05-14사업화https://www.jobaba.net/fntn/dtl2020.do?seq=30406&cntType=O
104창업 벤처 녹색융합클러스터 입주대상자(일반기업) 상시모집창업ㆍ벤처 녹색융합클러스터<NA>2024-12-31시설ㆍ공간 제공https://www.jobaba.net/fntn/dtl2020.do?seq=29886&cntType=O
105창업 벤처 녹색융합클러스터 입주대상자(창업기업) 상시모집창업ㆍ벤처 녹색융합클러스터<NA>2024-12-31시설ㆍ공간 제공https://www.jobaba.net/fntn/dtl2020.do?seq=29887&cntType=O
106창업기업 제품 고객평가단 Pool 모집 안내<NA>2017-10-17<NA>행사ㆍ네트워크https://www.jobaba.net/fntn/dtl2020.do?seq=238&cntType=O
107청년점포(꿈틀가게) 창업입주자 모집오산시청2024-05-012024-05-19시설ㆍ공간 제공https://www.jobaba.net/fntn/dtl2020.do?seq=30429&cntType=O
108청년창업 아이디에이션 4.0 참가자 모집성남시청소년재단2024-04-222024-06-18행사ㆍ네트워크https://www.jobaba.net/fntn/dtl2020.do?seq=30410&cntType=O
109청년창업체험단 참여자 모집경기도경제과학진흥원2024-05-022024-05-31판로ㆍ해외진출https://www.jobaba.net/fntn/dtl2020.do?seq=30378&cntType=O
110파주시 청년 창업자 임차료 지원 사업 하반기 참여자 모집파주시청2024-05-012024-05-13시설ㆍ공간 제공https://www.jobaba.net/fntn/dtl2020.do?seq=30397&cntType=O
111하이 플라이어 청년창업가 성장기 도약 프로그램 투자트랙 참여자 모집(재)함께일하는재단2024-04-152024-05-13사업화https://www.jobaba.net/fntn/dtl2020.do?seq=30398&cntType=O
112한솔PNS X 경기창조경제혁신센터 유니콘 브릿지경기창조경제혁신센터2024-05-012024-05-19사업화https://www.jobaba.net/fntn/dtl2020.do?seq=30425&cntType=O