Overview

Dataset statistics

Number of variables5
Number of observations111
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.6 KiB
Average record size in memory42.2 B

Variable types

Categorical1
Numeric1
Text2
DateTime1

Dataset

Description연도별 기술보증기금의 물품도입, 각종 용역관련 입찰정보 제공- 구분, 일련번호, 제목, 입찰등록일, 링크주소(기술보증기금 내 입찰정보 제공 URL)
Author기술보증기금
URLhttps://www.data.go.kr/data/15053401/fileData.do

Alerts

구분 has constant value ""Constant

Reproduction

Analysis started2024-03-14 18:02:27.574445
Analysis finished2024-03-14 18:02:28.960548
Duration1.39 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1016.0 B
입찰
111 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row입찰
2nd row입찰
3rd row입찰
4th row입찰
5th row입찰

Common Values

ValueCountFrequency (%)
입찰 111
100.0%

Length

2024-03-15T03:02:29.190329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T03:02:29.487671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
입찰 111
100.0%

일련번호
Real number (ℝ)

Distinct106
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean49884.18
Minimum48318
Maximum51000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2024-03-15T03:02:29.825987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum48318
5-th percentile48592.5
Q149277.5
median49849
Q350590
95-th percentile50900.5
Maximum51000
Range2682
Interquartile range (IQR)1312.5

Descriptive statistics

Standard deviation759.35996
Coefficient of variation (CV)0.01522246
Kurtosis-1.1705802
Mean49884.18
Median Absolute Deviation (MAD)658
Skewness-0.18509335
Sum5537144
Variance576627.55
MonotonicityNot monotonic
2024-03-15T03:02:30.276742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
49534 2
 
1.8%
49517 2
 
1.8%
49590 2
 
1.8%
49585 2
 
1.8%
49514 2
 
1.8%
49255 1
 
0.9%
49300 1
 
0.9%
49314 1
 
0.9%
49316 1
 
0.9%
49317 1
 
0.9%
Other values (96) 96
86.5%
ValueCountFrequency (%)
48318 1
0.9%
48403 1
0.9%
48404 1
0.9%
48573 1
0.9%
48580 1
0.9%
48581 1
0.9%
48604 1
0.9%
48605 1
0.9%
48682 1
0.9%
48773 1
0.9%
ValueCountFrequency (%)
51000 1
0.9%
50998 1
0.9%
50996 1
0.9%
50952 1
0.9%
50942 1
0.9%
50910 1
0.9%
50891 1
0.9%
50874 1
0.9%
50856 1
0.9%
50842 1
0.9%

제목
Text

Distinct86
Distinct (%)77.5%
Missing0
Missing (%)0.0%
Memory size1016.0 B
2024-03-15T03:02:31.295886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length41
Mean length32.378378
Min length18

Characters and Unicode

Total characters3594
Distinct characters254
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique79 ?
Unique (%)71.2%

Sample

1st row[입찰]「스마트 테크브릿지」최적화 등을 위한 유지관리 용역(긴급)
2nd row[입찰](긴급) 기술보증기금 홍보기념관 전시물 제작 . 설치
3rd row[입찰](긴급) 기술신용평가사 자격검정 사이트 유지관리
4th row[재공고입찰] 업무용차량 매각공고 (아반떼 하이브리드 22두3604)
5th row[입찰] (주)다림비젼 출자전환증권 매각공고
ValueCountFrequency (%)
입찰 66
 
10.1%
매각공고 55
 
8.4%
업무용차량 52
 
8.0%
재공고입찰 41
 
6.3%
아반떼 29
 
4.4%
하이브리드 23
 
3.5%
기술보증기금 13
 
2.0%
용역 12
 
1.8%
및 10
 
1.5%
출자전환증권 9
 
1.4%
Other values (214) 342
52.5%
2024-03-15T03:02:32.530951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
543
 
15.1%
입 127
 
3.5%
찰 122
 
3.4%
고 119
 
3.3%
공 115
 
3.2%
[ 111
 
3.1%
] 111
 
3.1%
) 84
 
2.3%
( 84
 
2.3%
용 81
 
2.3%
Other values (244) 2097
58.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2238
62.3%
Space Separator 543
 
15.1%
Decimal Number 366
 
10.2%
Open Punctuation 205
 
5.7%
Close Punctuation 205
 
5.7%
Uppercase Letter 22
 
0.6%
Lowercase Letter 8
 
0.2%
Other Punctuation 3
 
0.1%
Other Symbol 2
 
0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
입 127
 
5.7%
찰 122
 
5.5%
고 119
 
5.3%
공 115
 
5.1%
용 81
 
3.6%
업 70
 
3.1%
무 61
 
2.7%
기 60
 
2.7%
각 55
 
2.5%
매 55
 
2.5%
Other values (204) 1373
61.3%
Uppercase Letter
ValueCountFrequency (%)
T 4
18.2%
I 4
18.2%
D 3
13.6%
S 2
9.1%
B 2
9.1%
K 1
 
4.5%
F 1
 
4.5%
C 1
 
4.5%
E 1
 
4.5%
G 1
 
4.5%
Other values (2) 2
9.1%
Decimal Number
ValueCountFrequency (%)
5 72
19.7%
2 70
19.1%
4 53
14.5%
3 46
12.6%
0 40
10.9%
6 29
7.9%
9 22
 
6.0%
7 14
 
3.8%
8 12
 
3.3%
1 8
 
2.2%
Lowercase Letter
ValueCountFrequency (%)
n 2
25.0%
o 2
25.0%
a 1
12.5%
x 1
12.5%
y 1
12.5%
m 1
12.5%
Open Punctuation
ValueCountFrequency (%)
[ 111
54.1%
( 84
41.0%
「 10
 
4.9%
Close Punctuation
ValueCountFrequency (%)
] 111
54.1%
) 84
41.0%
」 10
 
4.9%
Other Punctuation
ValueCountFrequency (%)
. 2
66.7%
· 1
33.3%
Space Separator
ValueCountFrequency (%)
543
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 2
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2240
62.3%
Common 1324
36.8%
Latin 30
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
입 127
 
5.7%
찰 122
 
5.4%
고 119
 
5.3%
공 115
 
5.1%
용 81
 
3.6%
업 70
 
3.1%
무 61
 
2.7%
기 60
 
2.7%
각 55
 
2.5%
매 55
 
2.5%
Other values (205) 1375
61.4%
Common
ValueCountFrequency (%)
543
41.0%
[ 111
 
8.4%
] 111
 
8.4%
) 84
 
6.3%
( 84
 
6.3%
5 72
 
5.4%
2 70
 
5.3%
4 53
 
4.0%
3 46
 
3.5%
0 40
 
3.0%
Other values (11) 110
 
8.3%
Latin
ValueCountFrequency (%)
T 4
13.3%
I 4
13.3%
D 3
 
10.0%
n 2
 
6.7%
S 2
 
6.7%
B 2
 
6.7%
o 2
 
6.7%
K 1
 
3.3%
F 1
 
3.3%
C 1
 
3.3%
Other values (8) 8
26.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2238
62.3%
ASCII 1333
37.1%
None 23
 
0.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
543
40.7%
[ 111
 
8.3%
] 111
 
8.3%
) 84
 
6.3%
( 84
 
6.3%
5 72
 
5.4%
2 70
 
5.3%
4 53
 
4.0%
3 46
 
3.5%
0 40
 
3.0%
Other values (26) 119
 
8.9%
Hangul
ValueCountFrequency (%)
입 127
 
5.7%
찰 122
 
5.5%
고 119
 
5.3%
공 115
 
5.1%
용 81
 
3.6%
업 70
 
3.1%
무 61
 
2.7%
기 60
 
2.7%
각 55
 
2.5%
매 55
 
2.5%
Other values (204) 1373
61.3%
None
ValueCountFrequency (%)
「 10
43.5%
」 10
43.5%
㈜ 2
 
8.7%
· 1
 
4.3%

등록일
Date

Distinct69
Distinct (%)62.2%
Missing0
Missing (%)0.0%
Memory size1016.0 B
Minimum2023-02-06 00:00:00
Maximum2023-12-28 00:00:00
2024-03-15T03:02:32.873238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T03:02:33.367353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

링크주소
Text

Distinct106
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Memory size1016.0 B
2024-03-15T03:02:34.619603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length109
Median length108
Mean length108.18919
Min length108

Characters and Unicode

Total characters12009
Distinct characters39
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

Unique101 ?
Unique (%)91.0%

Sample

1st rowhttps://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=51000&article.offset=10&articleLimit=10
2nd rowhttps://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50998&article.offset=10&articleLimit=10
3rd rowhttps://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50996&article.offset=10&articleLimit=10
4th rowhttps://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50952&article.offset=10&articleLimit=10
5th rowhttps://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50942&article.offset=10&articleLimit=10
ValueCountFrequency (%)
https://www.kibo.or.kr/main/board/boardtype07.do?mode=view&articleno=49585&article.offset=70&articlelimit=10 2
 
1.8%
https://www.kibo.or.kr/main/board/boardtype07.do?mode=view&articleno=49517&article.offset=70&articlelimit=10 2
 
1.8%
https://www.kibo.or.kr/main/board/boardtype07.do?mode=view&articleno=49590&article.offset=70&articlelimit=10 2
 
1.8%
https://www.kibo.or.kr/main/board/boardtype07.do?mode=view&articleno=49534&article.offset=70&articlelimit=10 2
 
1.8%
https://www.kibo.or.kr/main/board/boardtype07.do?mode=view&articleno=49514&article.offset=70&articlelimit=10 2
 
1.8%
https://www.kibo.or.kr/main/board/boardtype07.do?mode=view&articleno=49591&article.offset=70&articlelimit=10 1
 
0.9%
https://www.kibo.or.kr/main/board/boardtype07.do?mode=view&articleno=49314&article.offset=90&articlelimit=10 1
 
0.9%
https://www.kibo.or.kr/main/board/boardtype07.do?mode=view&articleno=49316&article.offset=90&articlelimit=10 1
 
0.9%
https://www.kibo.or.kr/main/board/boardtype07.do?mode=view&articleno=49317&article.offset=80&articlelimit=10 1
 
0.9%
https://www.kibo.or.kr/main/board/boardtype07.do?mode=view&articleno=49366&article.offset=80&articlelimit=10 1
 
0.9%
Other values (96) 96
86.5%
2024-03-15T03:02:36.144273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
i 888
 
7.4%
o 888
 
7.4%
e 777
 
6.5%
t 777
 
6.5%
r 777
 
6.5%
a 666
 
5.5%
/ 555
 
4.6%
. 555
 
4.6%
= 444
 
3.7%
d 444
 
3.7%
Other values (29) 5238
43.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 8325
69.3%
Other Punctuation 1665
 
13.9%
Decimal Number 1242
 
10.3%
Math Symbol 444
 
3.7%
Uppercase Letter 333
 
2.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
i 888
10.7%
o 888
10.7%
e 777
 
9.3%
t 777
 
9.3%
r 777
 
9.3%
a 666
 
8.0%
d 444
 
5.3%
w 444
 
5.3%
l 333
 
4.0%
c 333
 
4.0%
Other values (10) 1998
24.0%
Decimal Number
ValueCountFrequency (%)
0 434
34.9%
1 181
14.6%
7 160
 
12.9%
4 105
 
8.5%
9 99
 
8.0%
5 97
 
7.8%
8 58
 
4.7%
3 46
 
3.7%
6 32
 
2.6%
2 30
 
2.4%
Other Punctuation
ValueCountFrequency (%)
/ 555
33.3%
. 555
33.3%
& 333
20.0%
? 111
 
6.7%
: 111
 
6.7%
Uppercase Letter
ValueCountFrequency (%)
N 111
33.3%
L 111
33.3%
T 111
33.3%
Math Symbol
ValueCountFrequency (%)
= 444
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 8658
72.1%
Common 3351
 
27.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
i 888
 
10.3%
o 888
 
10.3%
e 777
 
9.0%
t 777
 
9.0%
r 777
 
9.0%
a 666
 
7.7%
d 444
 
5.1%
w 444
 
5.1%
l 333
 
3.8%
c 333
 
3.8%
Other values (13) 2331
26.9%
Common
ValueCountFrequency (%)
/ 555
16.6%
. 555
16.6%
= 444
13.2%
0 434
13.0%
& 333
9.9%
1 181
 
5.4%
7 160
 
4.8%
? 111
 
3.3%
: 111
 
3.3%
4 105
 
3.1%
Other values (6) 362
10.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 12009
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
i 888
 
7.4%
o 888
 
7.4%
e 777
 
6.5%
t 777
 
6.5%
r 777
 
6.5%
a 666
 
5.5%
/ 555
 
4.6%
. 555
 
4.6%
= 444
 
3.7%
d 444
 
3.7%
Other values (29) 5238
43.6%

Interactions

2024-03-15T03:02:28.193590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-15T03:02:36.394475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
일련번호제목등록일
일련번호1.0000.9291.000
제목0.9291.0000.986
등록일1.0000.9861.000

Missing values

2024-03-15T03:02:28.524145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T03:02:28.838864image/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

구분일련번호제목등록일링크주소
0입찰51000[입찰]「스마트 테크브릿지」최적화 등을 위한 유지관리 용역(긴급)2023-12-28https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=51000&article.offset=10&articleLimit=10
1입찰50998[입찰](긴급) 기술보증기금 홍보기념관 전시물 제작 . 설치2023-12-27https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50998&article.offset=10&articleLimit=10
2입찰50996[입찰](긴급) 기술신용평가사 자격검정 사이트 유지관리2023-12-27https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50996&article.offset=10&articleLimit=10
3입찰50952[재공고입찰] 업무용차량 매각공고 (아반떼 하이브리드 22두3604)2023-12-20https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50952&article.offset=10&articleLimit=10
4입찰50942[입찰] (주)다림비젼 출자전환증권 매각공고2023-12-15https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50942&article.offset=10&articleLimit=10
5입찰50910[재공고입찰] 업무용차량 매각공고 (소나타 하이브리드53구6664)2023-12-11https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50910&article.offset=10&articleLimit=10
6입찰50891[재공고입찰] 업무용차량 매각공고 (아반떼 하이브리드 22두3604)2023-12-08https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50891&article.offset=10&articleLimit=10
7입찰50874[재공고입찰] (주)애트랩 출자전환증권 매각공고2023-12-06https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50874&article.offset=10&articleLimit=10
8입찰50856[재공고입찰] 업무용차량 매각공고 (아반떼 하이브리드 55두6022)2023-12-01https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50856&article.offset=10&articleLimit=10
9입찰50842[재공고입찰] 업무용차량 매각공고 (쏘나타 하이브리드 66우7235)2023-11-30https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=50842&article.offset=10&articleLimit=10
구분일련번호제목등록일링크주소
101입찰48773[입찰] 데이터 활용역량 진단 및 역량강화 컨설팅2023-04-05https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=48773&article.offset=110&articleLimit=10
102입찰48682[입찰] (긴급) 기보정보시스템 운영환경 개선을 위한 유지관리 용역2023-03-28https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=48682&article.offset=110&articleLimit=10
103입찰48605[입찰] 2023~2025회계연도 기술보증기금의 회계감사 용역(위탁사업 별도계정 포함)2023-03-13https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=48605&article.offset=110&articleLimit=10
104입찰48604[입찰] 업무용차량 임차(렌트) 입찰 공고2023-03-13https://www.kibo.or.kr/main/board/boardType07.do?mode=view&articleNo=48604&article.offset=110&articleLimit=10
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