Overview

Dataset statistics

Number of variables5
Number of observations3335
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory130.4 KiB
Average record size in memory40.0 B

Variable types

Text1
Categorical2
DateTime2

Dataset

Description2022.9.26 기준 수출바우처사업 수행기관 명단 자료로서 수행기관별 제공 서비스(5단계 분류) 및 협약기간(협약시작일, 협약종료일)을 명시한 자료입니다.
Author중소벤처기업진흥공단
URLhttps://www.data.go.kr/data/15040605/fileData.do

Alerts

대분류 is highly overall correlated with 중분류High correlation
중분류 is highly overall correlated with 대분류High correlation

Reproduction

Analysis started2023-12-12 09:46:48.324963
Analysis finished2023-12-12 09:46:48.913865
Duration0.59 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

수행기업명
Text

Distinct2167
Distinct (%)65.0%
Missing0
Missing (%)0.0%
Memory size26.2 KiB
2023-12-12T18:46:49.097434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length19
Mean length8.3892054
Min length2

Characters and Unicode

Total characters27978
Distinct characters630
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1503 ?
Unique (%)45.1%

Sample

1st row에스아이
2nd row(주)넷비즈월드
3rd row(주)제이앤에스
4th row(주)제이앤에스
5th row(주)제이앤에스
ValueCountFrequency (%)
주식회사 569
 
13.2%
특허법인 90
 
2.1%
관세법인 62
 
1.4%
특허법률사무소 24
 
0.6%
주 14
 
0.3%
국제특허법률사무소 12
 
0.3%
디자인 11
 
0.3%
유한회사 10
 
0.2%
온플러스 10
 
0.2%
글로벌 8
 
0.2%
Other values (2232) 3488
81.2%
2023-12-12T18:46:49.492960image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 1819
 
6.5%
) 1195
 
4.3%
( 1190
 
4.3%
이 1129
 
4.0%
사 987
 
3.5%
968
 
3.5%
스 935
 
3.3%
인 903
 
3.2%
회 701
 
2.5%
식 657
 
2.3%
Other values (620) 17494
62.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 24166
86.4%
Close Punctuation 1196
 
4.3%
Open Punctuation 1191
 
4.3%
Space Separator 968
 
3.5%
Uppercase Letter 269
 
1.0%
Lowercase Letter 109
 
0.4%
Decimal Number 47
 
0.2%
Other Punctuation 22
 
0.1%
Other Symbol 6
 
< 0.1%
Dash Punctuation 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 1819
 
7.5%
이 1129
 
4.7%
사 987
 
4.1%
스 935
 
3.9%
인 903
 
3.7%
회 701
 
2.9%
식 657
 
2.7%
디 605
 
2.5%
법 515
 
2.1%
아 377
 
1.6%
Other values (561) 15538
64.3%
Uppercase Letter
ValueCountFrequency (%)
I 31
 
11.5%
C 24
 
8.9%
T 22
 
8.2%
S 18
 
6.7%
L 17
 
6.3%
E 17
 
6.3%
R 16
 
5.9%
O 15
 
5.6%
H 14
 
5.2%
P 14
 
5.2%
Other values (13) 81
30.1%
Lowercase Letter
ValueCountFrequency (%)
n 17
15.6%
o 14
12.8%
i 11
10.1%
m 9
8.3%
c 8
7.3%
s 8
7.3%
t 8
7.3%
a 7
6.4%
u 6
 
5.5%
r 6
 
5.5%
Other values (4) 15
13.8%
Decimal Number
ValueCountFrequency (%)
2 11
23.4%
3 7
14.9%
0 6
12.8%
1 5
10.6%
4 5
10.6%
8 4
 
8.5%
5 4
 
8.5%
7 2
 
4.3%
9 2
 
4.3%
6 1
 
2.1%
Other Punctuation
ValueCountFrequency (%)
. 6
27.3%
; 5
22.7%
& 5
22.7%
, 4
18.2%
# 2
 
9.1%
Close Punctuation
ValueCountFrequency (%)
) 1195
99.9%
] 1
 
0.1%
Open Punctuation
ValueCountFrequency (%)
( 1190
99.9%
[ 1
 
0.1%
Space Separator
ValueCountFrequency (%)
968
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 6
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 24172
86.4%
Common 3428
 
12.3%
Latin 378
 
1.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 1819
 
7.5%
이 1129
 
4.7%
사 987
 
4.1%
스 935
 
3.9%
인 903
 
3.7%
회 701
 
2.9%
식 657
 
2.7%
디 605
 
2.5%
법 515
 
2.1%
아 377
 
1.6%
Other values (562) 15544
64.3%
Latin
ValueCountFrequency (%)
I 31
 
8.2%
C 24
 
6.3%
T 22
 
5.8%
S 18
 
4.8%
L 17
 
4.5%
E 17
 
4.5%
n 17
 
4.5%
R 16
 
4.2%
O 15
 
4.0%
o 14
 
3.7%
Other values (27) 187
49.5%
Common
ValueCountFrequency (%)
) 1195
34.9%
( 1190
34.7%
968
28.2%
2 11
 
0.3%
3 7
 
0.2%
0 6
 
0.2%
. 6
 
0.2%
1 5
 
0.1%
4 5
 
0.1%
; 5
 
0.1%
Other values (11) 30
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 24166
86.4%
ASCII 3806
 
13.6%
None 6
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 1819
 
7.5%
이 1129
 
4.7%
사 987
 
4.1%
스 935
 
3.9%
인 903
 
3.7%
회 701
 
2.9%
식 657
 
2.7%
디 605
 
2.5%
법 515
 
2.1%
아 377
 
1.6%
Other values (561) 15538
64.3%
ASCII
ValueCountFrequency (%)
) 1195
31.4%
( 1190
31.3%
968
25.4%
I 31
 
0.8%
C 24
 
0.6%
T 22
 
0.6%
S 18
 
0.5%
L 17
 
0.4%
E 17
 
0.4%
n 17
 
0.4%
Other values (48) 307
 
8.1%
None
ValueCountFrequency (%)
㈜ 6
100.0%

대분류
Categorical

HIGH CORRELATION 

Distinct21
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size26.2 KiB
디자인개발
1047 
특허/지재권
360 
홍보/광고
316 
홍보동영상
293 
조사/일반 컨설팅
265 
Other values (16)
1054 

Length

Max length14
Median length5
Mean length6.4698651
Min length3

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row디자인개발
2nd row조사/일반 컨설팅
3rd row브랜드개발/관리
4th row디자인개발
5th row디자인개발

Common Values

ValueCountFrequency (%)
디자인개발 1047
31.4%
특허/지재권 360
 
10.8%
홍보/광고 316
 
9.5%
홍보동영상 293
 
8.8%
조사/일반 컨설팅 265
 
7.9%
국제 운송 264
 
7.9%
전시회/행사/해외영업지원 246
 
7.4%
서류대행/현지등록 95
 
2.8%
브랜드개발/관리 86
 
2.6%
법무·세무·회계 컨설팅 82
 
2.5%
Other values (11) 281
 
8.4%

Length

2023-12-12T18:46:49.689225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
디자인개발 1047
26.0%
특허/지재권 360
 
8.9%
컨설팅 359
 
8.9%
홍보/광고 335
 
8.3%
홍보동영상 317
 
7.9%
조사/일반 273
 
6.8%
국제 264
 
6.5%
운송 264
 
6.5%
전시회/행사/해외영업지원 254
 
6.3%
서류대행/현지등록 95
 
2.4%
Other values (6) 466
11.6%

중분류
Categorical

HIGH CORRELATION 

Distinct24
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size26.2 KiB
시각·포장디자인
384 
특허/지재권
360 
홍보/광고
316 
홍보동영상
293 
멀티미디어 디자인
280 
Other values (19)
1702 

Length

Max length14
Median length13
Mean length7.1511244
Min length3

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row제품디자인
2nd row조사/일반 컨설팅
3rd row브랜드개발/관리
4th row멀티미디어 디자인
5th row시각·포장디자인

Common Values

ValueCountFrequency (%)
시각·포장디자인 384
11.5%
특허/지재권 360
10.8%
홍보/광고 316
9.5%
홍보동영상 293
8.8%
멀티미디어 디자인 280
8.4%
CI/BI 270
8.1%
조사/일반 컨설팅 265
7.9%
국제 운송 264
7.9%
전시회/행사/해외영업지원 246
7.4%
제품디자인 113
 
3.4%
Other values (14) 544
16.3%

Length

2023-12-12T18:46:49.846327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
시각·포장디자인 384
 
8.9%
특허/지재권 360
 
8.3%
컨설팅 359
 
8.3%
홍보/광고 335
 
7.8%
홍보동영상 317
 
7.3%
멀티미디어 280
 
6.5%
디자인 280
 
6.5%
조사/일반 273
 
6.3%
ci/bi 270
 
6.3%
운송 264
 
6.1%
Other values (10) 1192
27.6%

협약시작일
Date

Distinct25
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size26.2 KiB
Minimum2019-11-01 00:00:00
Maximum2023-09-01 00:00:00
2023-12-12T18:46:49.997860image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:46:50.148983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)

협약종료일
Date

Distinct10
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size26.2 KiB
Minimum2023-12-31 00:00:00
Maximum2025-08-31 00:00:00
2023-12-12T18:46:50.274181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:46:50.382941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)

Correlations

2023-12-12T18:46:50.465506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
대분류중분류협약시작일협약종료일
대분류1.0001.0000.5830.564
중분류1.0001.0000.5750.566
협약시작일0.5830.5751.0000.987
협약종료일0.5640.5660.9871.000
2023-12-12T18:46:50.583392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
대분류중분류
대분류1.0001.000
중분류1.0001.000
2023-12-12T18:46:50.696805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
대분류중분류
대분류1.0001.000
중분류1.0001.000

Missing values

2023-12-12T18:46:48.786644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:46:48.875207image/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

수행기업명대분류중분류협약시작일협약종료일
0에스아이디자인개발제품디자인2021-12-312023-12-31
1(주)넷비즈월드조사/일반 컨설팅조사/일반 컨설팅2022-03-012024-02-29
2(주)제이앤에스브랜드개발/관리브랜드개발/관리2021-12-312023-12-31
3(주)제이앤에스디자인개발멀티미디어 디자인2021-12-312023-12-31
4(주)제이앤에스디자인개발시각·포장디자인2021-12-312023-12-31
5대한무역투자진흥공사전시회/행사/해외영업지원전시회/행사/해외영업지원2019-11-012024-01-31
6대한무역투자진흥공사조사/일반 컨설팅조사/일반 컨설팅2019-11-012024-01-31
7대한무역투자진흥공사역량강화 교육역량강화 교육2019-11-012024-01-31
8한국옐로우페이지(주)조사/일반 컨설팅조사/일반 컨설팅2021-09-012023-12-31
9한국옐로우페이지(주)홍보/광고홍보/광고2022-03-012023-12-31
수행기업명대분류중분류협약시작일협약종료일
3325영천항운㈜국제 운송국제 운송2023-09-012025-08-31
3326자이언트네트워크그룹국제 운송국제 운송2023-09-012025-08-31
3327티엔씨글로벌국제 운송국제 운송2023-09-012025-08-31
3328헤븐해운국제 운송국제 운송2023-09-012025-08-31
3329중국검험인증그룹코리아컴퍼니해외규격인증해외규격인증2023-09-012025-08-31
3330한국가스안전공사해외규격인증해외규격인증2023-09-012025-08-31
3331케이알헬라스 코리아해외규격인증해외규격인증2023-09-012025-08-31
3332혁신경영연구원해외규격인증해외규격인증2023-09-012025-08-31
3333한국뷰로베리타스 주식회사해외규격인증해외규격인증2023-09-012025-08-31
3334유나이티드인증㈜해외규격인증해외규격인증2023-09-012025-08-31