Overview

Dataset statistics

Number of variables5
Number of observations765
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory30.0 KiB
Average record size in memory40.2 B

Variable types

Text1
DateTime3
Categorical1

Dataset

Description경기도 성남시 성남산업진흥원 사업공고목록에 대한 데이터로 공고 제목, 모집시작일, 모집마감일, 등록일, 데이터 기준일자
Author경기도 성남시
URLhttps://www.data.go.kr/data/15032512/fileData.do

Alerts

데이터기준일자 has constant value ""Constant

Reproduction

Analysis started2024-03-14 16:52:38.115848
Analysis finished2024-03-14 16:52:39.156389
Duration1.04 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

제목
Text

Distinct732
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size6.1 KiB
2024-03-15T01:52:39.725596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length74
Median length54
Mean length33.094118
Min length13

Characters and Unicode

Total characters25317
Distinct characters488
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks7 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique705 ?
Unique (%)92.2%

Sample

1st row360도 촬영장비(오르빗뷰 Alphashot XL Pro) 촬영 기본과정 교육생 모집
2nd row성남창업센터 입주기업 추가 모집공고 [판교2밸리 / 하이테크밸리 창업지원주택]
3rd row[성남특허은행] 제2회 찾아가는 특허 세미나 및 상담회
4th row성남형 자율주행 지원 성과발표 세미나 "디지털 트윈과 미래 모빌리티"
5th row중소기업 공동판매장 운영 참가 기업 모집
ValueCountFrequency (%)
모집 387
 
7.8%
참여기업 127
 
2.6%
참가기업 99
 
2.0%
지원 88
 
1.8%
공고 71
 
1.4%
모집공고 70
 
1.4%
안내 67
 
1.4%
입주기업 64
 
1.3%
지원사업 63
 
1.3%
기업 60
 
1.2%
Other values (1214) 3838
77.8%
2024-03-15T01:52:40.954855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4192
 
16.6%
2 920
 
3.6%
업 914
 
3.6%
기 723
 
2.9%
모 630
 
2.5%
집 607
 
2.4%
지 531
 
2.1%
원 498
 
2.0%
) 420
 
1.7%
( 419
 
1.7%
Other values (478) 15463
61.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 16356
64.6%
Space Separator 4192
 
16.6%
Decimal Number 1787
 
7.1%
Uppercase Letter 941
 
3.7%
Close Punctuation 708
 
2.8%
Open Punctuation 707
 
2.8%
Lowercase Letter 249
 
1.0%
Other Punctuation 232
 
0.9%
Dash Punctuation 66
 
0.3%
Math Symbol 30
 
0.1%
Other values (4) 49
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
업 914
 
5.6%
기 723
 
4.4%
모 630
 
3.9%
집 607
 
3.7%
지 531
 
3.2%
원 498
 
3.0%
공 348
 
2.1%
성 329
 
2.0%
참 310
 
1.9%
남 290
 
1.8%
Other values (389) 11176
68.3%
Uppercase Letter
ValueCountFrequency (%)
I 147
15.6%
A 104
11.1%
T 102
10.8%
S 94
10.0%
C 89
9.5%
K 78
8.3%
P 46
 
4.9%
O 38
 
4.0%
E 29
 
3.1%
N 28
 
3.0%
Other values (14) 186
19.8%
Lowercase Letter
ValueCountFrequency (%)
t 28
11.2%
o 23
9.2%
i 22
8.8%
a 22
8.8%
e 21
8.4%
r 20
8.0%
p 19
 
7.6%
n 18
 
7.2%
u 15
 
6.0%
h 12
 
4.8%
Other values (13) 49
19.7%
Other Punctuation
ValueCountFrequency (%)
, 55
23.7%
. 54
23.3%
/ 42
18.1%
" 32
13.8%
· 13
 
5.6%
' 10
 
4.3%
& 7
 
3.0%
@ 7
 
3.0%
! 4
 
1.7%
? 4
 
1.7%
Other values (3) 4
 
1.7%
Decimal Number
ValueCountFrequency (%)
2 920
51.5%
0 384
21.5%
1 208
 
11.6%
3 161
 
9.0%
4 30
 
1.7%
5 27
 
1.5%
8 17
 
1.0%
6 16
 
0.9%
7 13
 
0.7%
9 11
 
0.6%
Close Punctuation
ValueCountFrequency (%)
) 420
59.3%
] 237
33.5%
」 33
 
4.7%
』 17
 
2.4%
】 1
 
0.1%
Open Punctuation
ValueCountFrequency (%)
( 419
59.3%
[ 237
33.5%
「 33
 
4.7%
『 17
 
2.4%
【 1
 
0.1%
Math Symbol
ValueCountFrequency (%)
~ 22
73.3%
+ 7
 
23.3%
× 1
 
3.3%
Space Separator
ValueCountFrequency (%)
4192
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 66
100.0%
Other Symbol
ValueCountFrequency (%)
★ 16
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 15
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 10
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 16355
64.6%
Common 7771
30.7%
Latin 1190
 
4.7%
Han 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
업 914
 
5.6%
기 723
 
4.4%
모 630
 
3.9%
집 607
 
3.7%
지 531
 
3.2%
원 498
 
3.0%
공 348
 
2.1%
성 329
 
2.0%
참 310
 
1.9%
남 290
 
1.8%
Other values (388) 11175
68.3%
Latin
ValueCountFrequency (%)
I 147
 
12.4%
A 104
 
8.7%
T 102
 
8.6%
S 94
 
7.9%
C 89
 
7.5%
K 78
 
6.6%
P 46
 
3.9%
O 38
 
3.2%
E 29
 
2.4%
N 28
 
2.4%
Other values (37) 435
36.6%
Common
ValueCountFrequency (%)
4192
53.9%
2 920
 
11.8%
) 420
 
5.4%
( 419
 
5.4%
0 384
 
4.9%
[ 237
 
3.0%
] 237
 
3.0%
1 208
 
2.7%
3 161
 
2.1%
- 66
 
0.8%
Other values (32) 527
 
6.8%
Han
ValueCountFrequency (%)
舊 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 16351
64.6%
ASCII 8809
34.8%
None 118
 
0.5%
Punctuation 18
 
0.1%
Misc Symbols 16
 
0.1%
Compat Jamo 4
 
< 0.1%
CJK 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4192
47.6%
2 920
 
10.4%
) 420
 
4.8%
( 419
 
4.8%
0 384
 
4.4%
[ 237
 
2.7%
] 237
 
2.7%
1 208
 
2.4%
3 161
 
1.8%
I 147
 
1.7%
Other values (67) 1484
 
16.8%
Hangul
ValueCountFrequency (%)
업 914
 
5.6%
기 723
 
4.4%
모 630
 
3.9%
집 607
 
3.7%
지 531
 
3.2%
원 498
 
3.0%
공 348
 
2.1%
성 329
 
2.0%
참 310
 
1.9%
남 290
 
1.8%
Other values (387) 11171
68.3%
None
ValueCountFrequency (%)
」 33
28.0%
「 33
28.0%
『 17
14.4%
』 17
14.4%
· 13
 
11.0%
＠ 2
 
1.7%
× 1
 
0.8%
】 1
 
0.8%
【 1
 
0.8%
Misc Symbols
ValueCountFrequency (%)
★ 16
100.0%
Punctuation
ValueCountFrequency (%)
’ 10
55.6%
‘ 8
44.4%
Compat Jamo
ValueCountFrequency (%)
ㆍ 4
100.0%
CJK
ValueCountFrequency (%)
舊 1
100.0%

모집시작일
Date

Distinct422
Distinct (%)55.2%
Missing0
Missing (%)0.0%
Memory size6.1 KiB
Minimum2021-01-12 00:00:00
Maximum2023-11-29 00:00:00
2024-03-15T01:52:41.251625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T01:52:41.614483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

모집마감일
Date

Distinct425
Distinct (%)55.6%
Missing0
Missing (%)0.0%
Memory size6.1 KiB
Minimum2021-02-02 00:00:00
Maximum2023-12-31 00:00:00
2024-03-15T01:52:42.014143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T01:52:42.366335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

등록일
Date

Distinct415
Distinct (%)54.2%
Missing0
Missing (%)0.0%
Memory size6.1 KiB
Minimum2021-01-12 00:00:00
Maximum2023-11-29 00:00:00
2024-03-15T01:52:42.982665image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T01:52:43.408402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.1 KiB
2024-01-01
765 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2024-01-01
2nd row2024-01-01
3rd row2024-01-01
4th row2024-01-01
5th row2024-01-01

Common Values

ValueCountFrequency (%)
2024-01-01 765
100.0%

Length

2024-03-15T01:52:43.720383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T01:52:44.024573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2024-01-01 765
100.0%

Missing values

2024-03-15T01:52:38.723281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T01:52:39.030452image/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

제목모집시작일모집마감일등록일데이터기준일자
0360도 촬영장비(오르빗뷰 Alphashot XL Pro) 촬영 기본과정 교육생 모집2023-11-292023-12-052023-11-292024-01-01
1성남창업센터 입주기업 추가 모집공고 [판교2밸리 / 하이테크밸리 창업지원주택]2023-11-222023-12-012023-11-222024-01-01
2[성남특허은행] 제2회 찾아가는 특허 세미나 및 상담회2023-11-222023-11-292023-11-222024-01-01
3성남형 자율주행 지원 성과발표 세미나 "디지털 트윈과 미래 모빌리티"2023-11-202023-12-122023-11-202024-01-01
4중소기업 공동판매장 운영 참가 기업 모집2023-11-162023-12-042023-11-162024-01-01
5[성남식품연구개발지원센터] 2023년 장비활용실습교육 교육생 모집안내2023-11-092023-11-272023-11-092024-01-01
6K-SBC 제품전시 기업 추가 모집2023-11-072023-11-202023-11-072024-01-01
7성남글로벌융합센터 지원시설 임대모집 공고(3차)2023-11-072023-12-082023-11-072024-01-01
8『’K-반도체’ 생태계 활성화와 기업 성장 방안』 컨퍼런스 참석 신청 접수2023-10-302023-11-202023-10-302024-01-01
9[성남식품연구개발지원센터]2023년 협동조합 설립교육 모집안내2023-10-302023-11-172023-10-272024-01-01
제목모집시작일모집마감일등록일데이터기준일자
7552021 성남 창업경연대회 개최(도전! S-스타트업) 참가기업 모집2021-01-272021-02-232021-01-272024-01-01
756[성남시] 2021년 성남시「스마트시티 챌린지 사업」 참여 사업자 모집 공고2021-01-222021-02-052021-01-262024-01-01
7572021년 중소기업 지원사업 설명회2021-01-262021-02-052021-01-252024-01-01
758성남 중장년 기술창업센터 입주기업 모집 공고2021-01-252021-02-102021-01-252024-01-01
7592021 창업기업 사업화지원 참가기업 모집안내2021-01-212021-02-052021-01-212024-01-01
7602021 해외 마케팅 지원 참가기업 모집 안내2021-01-192021-02-022021-01-192024-01-01
7612021년 IP제품혁신 지원사업(성남시 협업형) 참가기업 모집 안내2021-01-182021-02-152021-01-182024-01-01
762IFA 2021 Next(스타트업존) 참가기업 모집2021-01-152021-02-052021-01-152024-01-01
763자율주행 「가상 시뮬레이션 플랫폼」(샤크) 지원 사업 수요기업 모집 안내2021-01-142021-06-302021-01-142024-01-01
7642021년 자율주행 기본시험장 운영 공고2021-01-122021-12-312021-01-122024-01-01